warning: commands will be executed using /bin/sh
job 2538 at Fri Mar 28 23:13:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140324/YutaMouse20-140324/YutaMouse20-140324
ElecNo	4
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2290818 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 763606 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 40156 members 
Mstep: Class 3 contains 40076 members 
Mstep: Class 4 contains 40053 members 
Mstep: Class 5 contains 39924 members 
Mstep: Class 6 contains 40168 members 
Mstep: Class 7 contains 40027 members 
Mstep: Class 8 contains 40277 members 
Mstep: Class 9 contains 39978 members 
Mstep: Class 10 contains 40296 members 
Mstep: Class 11 contains 40317 members 
Mstep: Class 12 contains 39893 members 
Mstep: Class 13 contains 40166 members 
Mstep: Class 14 contains 40481 members 
Mstep: Class 15 contains 40270 members 
Mstep: Class 16 contains 40309 members 
Mstep: Class 17 contains 40266 members 
Mstep: Class 18 contains 40151 members 
Mstep: Class 19 contains 40134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 797.169128 but Gain 3359.363281
Score: -95576216.000000 Penalty: 60468.480469
Iteration 0F: 19 clusters Score -9.557622e+07 nChanged 720512
Entering Unmasked Mstep 
Mstep: Class 0 contains 2155 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 13859 members 
Mstep: Class 3 contains 50294 members 
Mstep: Class 4 contains 45423 members 
Mstep: Class 5 contains 25392 members 
Mstep: Class 6 contains 30569 members 
Mstep: Class 7 contains 67035 members 
Mstep: Class 8 contains 67488 members 
Mstep: Class 9 contains 63424 members 
Mstep: Class 10 contains 9594 members 
Mstep: Class 11 contains 33301 members 
Mstep: Class 13 contains 12904 members 
Mstep: Class 14 contains 13591 members 
Mstep: Class 15 contains 128418 members 
Mstep: Class 16 contains 23391 members 
Mstep: Class 17 contains 17609 members 
Mstep: Class 18 contains 21754 members 
Mstep: Class 19 contains 56396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98587824.000000 Penalty: 60468.480469
Iteration 1F: 19 clusters Score -9.858782e+07 nChanged 343702
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 138084 members 
Mstep: Class 2 contains 11287 members 
Mstep: Class 3 contains 46754 members 
Mstep: Class 4 contains 32627 members 
Mstep: Class 5 contains 17041 members 
Mstep: Class 6 contains 24336 members 
Mstep: Class 7 contains 72947 members 
Mstep: Class 8 contains 49416 members 
Mstep: Class 9 contains 65890 members 
Mstep: Class 10 contains 11861 members 
Mstep: Class 11 contains 22162 members 
Mstep: Class 13 contains 6601 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 166667 members 
Mstep: Class 16 contains 15858 members 
Mstep: Class 17 contains 19516 members 
Mstep: Class 18 contains 16357 members 
Mstep: Class 19 contains 35170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99559824.000000 Penalty: 60468.480469
Iteration 2F: 19 clusters Score -9.955982e+07 nChanged 222235
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 142769 members 
Mstep: Class 2 contains 16892 members 
Mstep: Class 3 contains 38439 members 
Mstep: Class 4 contains 26584 members 
Mstep: Class 5 contains 15843 members 
Mstep: Class 6 contains 30458 members 
Mstep: Class 7 contains 100730 members 
Mstep: Class 8 contains 30598 members 
Mstep: Class 9 contains 53007 members 
Mstep: Class 10 contains 15069 members 
Mstep: Class 11 contains 12238 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 10495 members 
Mstep: Class 15 contains 184016 members 
Mstep: Class 16 contains 14034 members 
Mstep: Class 17 contains 22455 members 
Mstep: Class 18 contains 16814 members 
Mstep: Class 19 contains 28703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100071872.000000 Penalty: 60468.480469
Iteration 3F: 19 clusters Score -1.000719e+08 nChanged 156351
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 132293 members 
Mstep: Class 2 contains 21440 members 
Mstep: Class 3 contains 30855 members 
Mstep: Class 4 contains 22554 members 
Mstep: Class 5 contains 16503 members 
Mstep: Class 6 contains 43406 members 
Mstep: Class 7 contains 121289 members 
Mstep: Class 8 contains 22796 members 
Mstep: Class 9 contains 35938 members 
Mstep: Class 10 contains 16227 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 11659 members 
Mstep: Class 15 contains 192330 members 
Mstep: Class 16 contains 15357 members 
Mstep: Class 17 contains 25205 members 
Mstep: Class 18 contains 14989 members 
Mstep: Class 19 contains 29379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100342368.000000 Penalty: 60468.480469
Iteration 4F: 19 clusters Score -1.003424e+08 nChanged 101110
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 126830 members 
Mstep: Class 2 contains 23376 members 
Mstep: Class 3 contains 26641 members 
Mstep: Class 4 contains 19690 members 
Mstep: Class 5 contains 18261 members 
Mstep: Class 6 contains 46940 members 
Mstep: Class 7 contains 131802 members 
Mstep: Class 8 contains 19087 members 
Mstep: Class 9 contains 23043 members 
Mstep: Class 10 contains 17307 members 
Mstep: Class 11 contains 6479 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 12798 members 
Mstep: Class 15 contains 197967 members 
Mstep: Class 16 contains 16937 members 
Mstep: Class 17 contains 29061 members 
Mstep: Class 18 contains 12578 members 
Mstep: Class 19 contains 31474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100469936.000000 Penalty: 60468.480469
Iteration 5F: 19 clusters Score -1.004699e+08 nChanged 68316
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 122131 members 
Mstep: Class 2 contains 23938 members 
Mstep: Class 3 contains 24002 members 
Mstep: Class 4 contains 17690 members 
Mstep: Class 5 contains 20431 members 
Mstep: Class 6 contains 47831 members 
Mstep: Class 7 contains 141710 members 
Mstep: Class 8 contains 16504 members 
Mstep: Class 9 contains 16524 members 
Mstep: Class 10 contains 18367 members 
Mstep: Class 11 contains 5582 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 14206 members 
Mstep: Class 15 contains 197851 members 
Mstep: Class 16 contains 17887 members 
Mstep: Class 17 contains 30641 members 
Mstep: Class 18 contains 11081 members 
Mstep: Class 19 contains 33898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100527616.000000 Penalty: 60468.480469
Iteration 6F: 19 clusters Score -1.005276e+08 nChanged 47326
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 117616 members 
Mstep: Class 2 contains 24115 members 
Mstep: Class 3 contains 22974 members 
Mstep: Class 4 contains 16177 members 
Mstep: Class 5 contains 21843 members 
Mstep: Class 6 contains 47776 members 
Mstep: Class 7 contains 148380 members 
Mstep: Class 8 contains 15197 members 
Mstep: Class 9 contains 12825 members 
Mstep: Class 10 contains 18819 members 
Mstep: Class 11 contains 4833 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 16387 members 
Mstep: Class 15 contains 196861 members 
Mstep: Class 16 contains 18355 members 
Mstep: Class 17 contains 29925 members 
Mstep: Class 18 contains 10374 members 
Mstep: Class 19 contains 37820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100558672.000000 Penalty: 60468.480469
Iteration 7F: 19 clusters Score -1.005587e+08 nChanged 35562
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 112603 members 
Mstep: Class 2 contains 24212 members 
Mstep: Class 3 contains 22616 members 
Mstep: Class 4 contains 15042 members 
Mstep: Class 5 contains 22586 members 
Mstep: Class 6 contains 47042 members 
Mstep: Class 7 contains 152875 members 
Mstep: Class 8 contains 14367 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 18801 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 19193 members 
Mstep: Class 15 contains 196254 members 
Mstep: Class 16 contains 18531 members 
Mstep: Class 17 contains 28491 members 
Mstep: Class 18 contains 10180 members 
Mstep: Class 19 contains 42766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100580496.000000 Penalty: 60468.480469
Iteration 8Q: 19 clusters Score -1.005805e+08 nChanged 28624
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 107250 members 
Mstep: Class 2 contains 24290 members 
Mstep: Class 3 contains 22542 members 
Mstep: Class 4 contains 14049 members 
Mstep: Class 5 contains 22822 members 
Mstep: Class 6 contains 46049 members 
Mstep: Class 7 contains 156269 members 
Mstep: Class 8 contains 13723 members 
Mstep: Class 9 contains 8823 members 
Mstep: Class 10 contains 18677 members 
Mstep: Class 11 contains 3886 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 21966 members 
Mstep: Class 15 contains 196028 members 
Mstep: Class 16 contains 18509 members 
Mstep: Class 17 contains 26878 members 
Mstep: Class 18 contains 10332 members 
Mstep: Class 19 contains 48183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100595984.000000 Penalty: 60468.480469
Iteration 9Q: 19 clusters Score -1.00596e+08 nChanged 23875
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 101575 members 
Mstep: Class 2 contains 24333 members 
Mstep: Class 3 contains 22682 members 
Mstep: Class 4 contains 13141 members 
Mstep: Class 5 contains 22673 members 
Mstep: Class 6 contains 45088 members 
Mstep: Class 7 contains 158994 members 
Mstep: Class 8 contains 13145 members 
Mstep: Class 9 contains 7547 members 
Mstep: Class 10 contains 18783 members 
Mstep: Class 11 contains 3593 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 24338 members 
Mstep: Class 15 contains 196189 members 
Mstep: Class 16 contains 18330 members 
Mstep: Class 17 contains 25376 members 
Mstep: Class 18 contains 10640 members 
Mstep: Class 19 contains 53849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100608240.000000 Penalty: 60468.480469
Iteration 10Q: 19 clusters Score -1.006082e+08 nChanged 21936
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 95692 members 
Mstep: Class 2 contains 24306 members 
Mstep: Class 3 contains 22725 members 
Mstep: Class 4 contains 12205 members 
Mstep: Class 5 contains 22386 members 
Mstep: Class 6 contains 44208 members 
Mstep: Class 7 contains 161244 members 
Mstep: Class 8 contains 12389 members 
Mstep: Class 9 contains 6390 members 
Mstep: Class 10 contains 19199 members 
Mstep: Class 11 contains 3355 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 26548 members 
Mstep: Class 15 contains 196489 members 
Mstep: Class 16 contains 18102 members 
Mstep: Class 17 contains 24256 members 
Mstep: Class 18 contains 10988 members 
Mstep: Class 19 contains 59794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100620504.000000 Penalty: 60468.480469
Iteration 11Q: 19 clusters Score -1.006205e+08 nChanged 21350
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 89364 members 
Mstep: Class 2 contains 24194 members 
Mstep: Class 3 contains 22749 members 
Mstep: Class 4 contains 11178 members 
Mstep: Class 5 contains 21960 members 
Mstep: Class 6 contains 43430 members 
Mstep: Class 7 contains 163071 members 
Mstep: Class 8 contains 11533 members 
Mstep: Class 9 contains 5353 members 
Mstep: Class 10 contains 19967 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 14 contains 28657 members 
Mstep: Class 15 contains 196813 members 
Mstep: Class 16 contains 17824 members 
Mstep: Class 17 contains 23463 members 
Mstep: Class 18 contains 11396 members 
Mstep: Class 19 contains 66095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100632784.000000 Penalty: 60468.480469
Iteration 12Q: 19 clusters Score -1.006328e+08 nChanged 20762
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 82670 members 
Mstep: Class 2 contains 24033 members 
Mstep: Class 3 contains 22836 members 
Mstep: Class 4 contains 9967 members 
Mstep: Class 5 contains 21427 members 
Mstep: Class 6 contains 42777 members 
Mstep: Class 7 contains 164633 members 
Mstep: Class 8 contains 10907 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 20887 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 14 contains 30605 members 
Mstep: Class 15 contains 197092 members 
Mstep: Class 16 contains 17510 members 
Mstep: Class 17 contains 22783 members 
Mstep: Class 18 contains 11746 members 
Mstep: Class 19 contains 72790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100645968.000000 Penalty: 60468.480469
Iteration 13Q: 19 clusters Score -1.00646e+08 nChanged 19914
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 75657 members 
Mstep: Class 2 contains 23755 members 
Mstep: Class 3 contains 22809 members 
Mstep: Class 4 contains 8665 members 
Mstep: Class 5 contains 20834 members 
Mstep: Class 6 contains 42240 members 
Mstep: Class 7 contains 166147 members 
Mstep: Class 8 contains 10857 members 
Mstep: Class 9 contains 3724 members 
Mstep: Class 10 contains 21731 members 
Mstep: Class 11 contains 3128 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 32515 members 
Mstep: Class 15 contains 197294 members 
Mstep: Class 16 contains 17149 members 
Mstep: Class 17 contains 22278 members 
Mstep: Class 18 contains 12062 members 
Mstep: Class 19 contains 79428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100658248.000000 Penalty: 60468.480469
Iteration 14Q: 19 clusters Score -1.006582e+08 nChanged 18969
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 68356 members 
Mstep: Class 2 contains 23443 members 
Mstep: Class 3 contains 22763 members 
Mstep: Class 4 contains 7319 members 
Mstep: Class 5 contains 20285 members 
Mstep: Class 6 contains 41778 members 
Mstep: Class 7 contains 167406 members 
Mstep: Class 8 contains 11466 members 
Mstep: Class 9 contains 3162 members 
Mstep: Class 10 contains 22293 members 
Mstep: Class 11 contains 3128 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 14 contains 34480 members 
Mstep: Class 15 contains 197692 members 
Mstep: Class 16 contains 16767 members 
Mstep: Class 17 contains 21902 members 
Mstep: Class 18 contains 12294 members 
Mstep: Class 19 contains 85738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100668200.000000 Penalty: 60468.480469
Iteration 15Q: 19 clusters Score -1.006682e+08 nChanged 18000
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 23099 members 
Mstep: Class 3 contains 22712 members 
Mstep: Class 4 contains 6125 members 
Mstep: Class 5 contains 19928 members 
Mstep: Class 6 contains 41410 members 
Mstep: Class 7 contains 168352 members 
Mstep: Class 8 contains 12534 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 22591 members 
Mstep: Class 11 contains 3149 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 14 contains 36376 members 
Mstep: Class 15 contains 198222 members 
Mstep: Class 16 contains 16372 members 
Mstep: Class 17 contains 21639 members 
Mstep: Class 18 contains 12462 members 
Mstep: Class 19 contains 91577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100676896.000000 Penalty: 60468.480469
Iteration 16Q: 19 clusters Score -1.006769e+08 nChanged 16287
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 22751 members 
Mstep: Class 3 contains 22663 members 
Mstep: Class 4 contains 5058 members 
Mstep: Class 5 contains 19812 members 
Mstep: Class 6 contains 41126 members 
Mstep: Class 7 contains 169090 members 
Mstep: Class 8 contains 13671 members 
Mstep: Class 9 contains 2521 members 
Mstep: Class 10 contains 22785 members 
Mstep: Class 11 contains 3205 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 14 contains 38093 members 
Mstep: Class 15 contains 198919 members 
Mstep: Class 16 contains 15938 members 
Mstep: Class 17 contains 21481 members 
Mstep: Class 18 contains 12567 members 
Mstep: Class 19 contains 96528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100684624.000000 Penalty: 60468.480469
Iteration 17Q: 19 clusters Score -1.006846e+08 nChanged 14418
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 22593 members 
Mstep: Class 4 contains 4224 members 
Mstep: Class 5 contains 19865 members 
Mstep: Class 6 contains 40902 members 
Mstep: Class 7 contains 169648 members 
Mstep: Class 8 contains 14783 members 
Mstep: Class 9 contains 2507 members 
Mstep: Class 10 contains 22954 members 
Mstep: Class 11 contains 3265 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 39513 members 
Mstep: Class 15 contains 199473 members 
Mstep: Class 16 contains 15574 members 
Mstep: Class 17 contains 21412 members 
Mstep: Class 18 contains 12652 members 
Mstep: Class 19 contains 100661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100690416.000000 Penalty: 60468.480469
Iteration 18Q: 19 clusters Score -1.006904e+08 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 22199 members 
Mstep: Class 3 contains 22515 members 
Mstep: Class 4 contains 3631 members 
Mstep: Class 5 contains 20078 members 
Mstep: Class 6 contains 40726 members 
Mstep: Class 7 contains 169886 members 
Mstep: Class 8 contains 15869 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 23067 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 40769 members 
Mstep: Class 15 contains 199988 members 
Mstep: Class 16 contains 15227 members 
Mstep: Class 17 contains 21385 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 103946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100697208.000000 Penalty: 60468.480469
Iteration 19Q: 19 clusters Score -1.006972e+08 nChanged 11740
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 21921 members 
Mstep: Class 3 contains 22428 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20443 members 
Mstep: Class 6 contains 40597 members 
Mstep: Class 7 contains 170145 members 
Mstep: Class 8 contains 16784 members 
Mstep: Class 9 contains 3249 members 
Mstep: Class 10 contains 23142 members 
Mstep: Class 11 contains 3517 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 41781 members 
Mstep: Class 15 contains 199853 members 
Mstep: Class 16 contains 14933 members 
Mstep: Class 17 contains 21376 members 
Mstep: Class 18 contains 12696 members 
Mstep: Class 19 contains 106520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100707440.000000 Penalty: 60468.480469
Iteration 20F: 19 clusters Score -1.007074e+08 nChanged 11978
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 21571 members 
Mstep: Class 3 contains 22591 members 
Mstep: Class 4 contains 2963 members 
Mstep: Class 5 contains 20933 members 
Mstep: Class 6 contains 40514 members 
Mstep: Class 7 contains 169737 members 
Mstep: Class 8 contains 18188 members 
Mstep: Class 9 contains 3943 members 
Mstep: Class 10 contains 23212 members 
Mstep: Class 11 contains 3751 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 42565 members 
Mstep: Class 15 contains 198321 members 
Mstep: Class 16 contains 14726 members 
Mstep: Class 17 contains 21224 members 
Mstep: Class 18 contains 12687 members 
Mstep: Class 19 contains 107914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100721048.000000 Penalty: 60468.480469
Iteration 21Q: 19 clusters Score -1.00721e+08 nChanged 13203
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 21182 members 
Mstep: Class 3 contains 22682 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 21520 members 
Mstep: Class 6 contains 40468 members 
Mstep: Class 7 contains 169621 members 
Mstep: Class 8 contains 19466 members 
Mstep: Class 9 contains 4861 members 
Mstep: Class 10 contains 23287 members 
Mstep: Class 11 contains 4051 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 43158 members 
Mstep: Class 15 contains 194295 members 
Mstep: Class 16 contains 14557 members 
Mstep: Class 17 contains 21127 members 
Mstep: Class 18 contains 12595 members 
Mstep: Class 19 contains 107330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100733392.000000 Penalty: 60468.480469
Iteration 22Q: 19 clusters Score -1.007334e+08 nChanged 13741
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 20755 members 
Mstep: Class 3 contains 22733 members 
Mstep: Class 4 contains 2709 members 
Mstep: Class 5 contains 22008 members 
Mstep: Class 6 contains 40454 members 
Mstep: Class 7 contains 169550 members 
Mstep: Class 8 contains 20602 members 
Mstep: Class 9 contains 6055 members 
Mstep: Class 10 contains 23282 members 
Mstep: Class 11 contains 4410 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 43658 members 
Mstep: Class 15 contains 189244 members 
Mstep: Class 16 contains 14434 members 
Mstep: Class 17 contains 21037 members 
Mstep: Class 18 contains 12402 members 
Mstep: Class 19 contains 105439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100744488.000000 Penalty: 60468.480469
Iteration 23Q: 19 clusters Score -1.007445e+08 nChanged 13034
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 20346 members 
Mstep: Class 3 contains 22767 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 22359 members 
Mstep: Class 6 contains 40440 members 
Mstep: Class 7 contains 169400 members 
Mstep: Class 8 contains 21596 members 
Mstep: Class 9 contains 7530 members 
Mstep: Class 10 contains 23217 members 
Mstep: Class 11 contains 4801 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 44053 members 
Mstep: Class 15 contains 184413 members 
Mstep: Class 16 contains 14332 members 
Mstep: Class 17 contains 20905 members 
Mstep: Class 18 contains 12077 members 
Mstep: Class 19 contains 103256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100753096.000000 Penalty: 60468.480469
Iteration 24Q: 19 clusters Score -1.007531e+08 nChanged 12472
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 19983 members 
Mstep: Class 3 contains 22814 members 
Mstep: Class 4 contains 2592 members 
Mstep: Class 5 contains 22603 members 
Mstep: Class 6 contains 40372 members 
Mstep: Class 7 contains 169183 members 
Mstep: Class 8 contains 22477 members 
Mstep: Class 9 contains 9208 members 
Mstep: Class 10 contains 23118 members 
Mstep: Class 11 contains 5136 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 44390 members 
Mstep: Class 15 contains 180043 members 
Mstep: Class 16 contains 14241 members 
Mstep: Class 17 contains 20748 members 
Mstep: Class 18 contains 11632 members 
Mstep: Class 19 contains 100988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100761944.000000 Penalty: 60468.480469
Iteration 25Q: 19 clusters Score -1.007619e+08 nChanged 11896
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 19689 members 
Mstep: Class 3 contains 22856 members 
Mstep: Class 4 contains 2516 members 
Mstep: Class 5 contains 22770 members 
Mstep: Class 6 contains 40265 members 
Mstep: Class 7 contains 168852 members 
Mstep: Class 8 contains 23298 members 
Mstep: Class 9 contains 10808 members 
Mstep: Class 10 contains 22971 members 
Mstep: Class 11 contains 5417 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 14 contains 44627 members 
Mstep: Class 15 contains 176058 members 
Mstep: Class 16 contains 14159 members 
Mstep: Class 17 contains 20582 members 
Mstep: Class 18 contains 11110 members 
Mstep: Class 19 contains 98986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100768432.000000 Penalty: 60468.480469
Iteration 26Q: 19 clusters Score -1.007684e+08 nChanged 10799
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 59792 members 
Mstep: Class 2 contains 19469 members 
Mstep: Class 3 contains 22879 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 22844 members 
Mstep: Class 6 contains 40156 members 
Mstep: Class 7 contains 168447 members 
Mstep: Class 8 contains 24014 members 
Mstep: Class 9 contains 12224 members 
Mstep: Class 10 contains 22844 members 
Mstep: Class 11 contains 5607 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 14 contains 44826 members 
Mstep: Class 15 contains 172237 members 
Mstep: Class 16 contains 14103 members 
Mstep: Class 17 contains 20413 members 
Mstep: Class 18 contains 10595 members 
Mstep: Class 19 contains 97393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100773288.000000 Penalty: 60468.480469
Iteration 27Q: 19 clusters Score -1.007733e+08 nChanged 9996
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 19289 members 
Mstep: Class 3 contains 22892 members 
Mstep: Class 4 contains 2340 members 
Mstep: Class 5 contains 22900 members 
Mstep: Class 6 contains 40070 members 
Mstep: Class 7 contains 168059 members 
Mstep: Class 8 contains 24610 members 
Mstep: Class 9 contains 13317 members 
Mstep: Class 10 contains 22679 members 
Mstep: Class 11 contains 5744 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 44970 members 
Mstep: Class 15 contains 168611 members 
Mstep: Class 16 contains 14050 members 
Mstep: Class 17 contains 20263 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 96177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100777728.000000 Penalty: 60468.480469
Iteration 28Q: 19 clusters Score -1.007777e+08 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 68862 members 
Mstep: Class 2 contains 19191 members 
Mstep: Class 3 contains 22891 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 22910 members 
Mstep: Class 6 contains 40018 members 
Mstep: Class 7 contains 167687 members 
Mstep: Class 8 contains 25139 members 
Mstep: Class 9 contains 14104 members 
Mstep: Class 10 contains 22501 members 
Mstep: Class 11 contains 5823 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 45065 members 
Mstep: Class 15 contains 164792 members 
Mstep: Class 16 contains 13986 members 
Mstep: Class 17 contains 20129 members 
Mstep: Class 18 contains 9559 members 
Mstep: Class 19 contains 95349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100781056.000000 Penalty: 60468.480469
Iteration 29Q: 19 clusters Score -1.007811e+08 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 73787 members 
Mstep: Class 2 contains 19127 members 
Mstep: Class 3 contains 22882 members 
Mstep: Class 4 contains 2175 members 
Mstep: Class 5 contains 22830 members 
Mstep: Class 6 contains 39996 members 
Mstep: Class 7 contains 167364 members 
Mstep: Class 8 contains 25571 members 
Mstep: Class 9 contains 14606 members 
Mstep: Class 10 contains 22348 members 
Mstep: Class 11 contains 5888 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 14 contains 45105 members 
Mstep: Class 15 contains 160704 members 
Mstep: Class 16 contains 13927 members 
Mstep: Class 17 contains 20019 members 
Mstep: Class 18 contains 9087 members 
Mstep: Class 19 contains 94853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100784520.000000 Penalty: 60468.480469
Iteration 30Q: 19 clusters Score -1.007845e+08 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 78825 members 
Mstep: Class 2 contains 19089 members 
Mstep: Class 3 contains 22881 members 
Mstep: Class 4 contains 2091 members 
Mstep: Class 5 contains 22730 members 
Mstep: Class 6 contains 39983 members 
Mstep: Class 7 contains 167144 members 
Mstep: Class 8 contains 25928 members 
Mstep: Class 9 contains 14923 members 
Mstep: Class 10 contains 22224 members 
Mstep: Class 11 contains 5930 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 45140 members 
Mstep: Class 15 contains 156389 members 
Mstep: Class 16 contains 13880 members 
Mstep: Class 17 contains 19912 members 
Mstep: Class 18 contains 8679 members 
Mstep: Class 19 contains 94522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100787680.000000 Penalty: 60468.480469
Iteration 31Q: 19 clusters Score -1.007877e+08 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 83824 members 
Mstep: Class 2 contains 19053 members 
Mstep: Class 3 contains 22900 members 
Mstep: Class 4 contains 2023 members 
Mstep: Class 5 contains 22585 members 
Mstep: Class 6 contains 39978 members 
Mstep: Class 7 contains 167020 members 
Mstep: Class 8 contains 26186 members 
Mstep: Class 9 contains 15163 members 
Mstep: Class 10 contains 22127 members 
Mstep: Class 11 contains 5963 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 45188 members 
Mstep: Class 15 contains 151964 members 
Mstep: Class 16 contains 13850 members 
Mstep: Class 17 contains 19810 members 
Mstep: Class 18 contains 8331 members 
Mstep: Class 19 contains 94305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100790344.000000 Penalty: 60468.480469
Iteration 32Q: 19 clusters Score -1.007903e+08 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 19026 members 
Mstep: Class 3 contains 22929 members 
Mstep: Class 4 contains 1986 members 
Mstep: Class 5 contains 22459 members 
Mstep: Class 6 contains 39981 members 
Mstep: Class 7 contains 166922 members 
Mstep: Class 8 contains 26396 members 
Mstep: Class 9 contains 15318 members 
Mstep: Class 10 contains 22034 members 
Mstep: Class 11 contains 5976 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 45270 members 
Mstep: Class 15 contains 147523 members 
Mstep: Class 16 contains 13810 members 
Mstep: Class 17 contains 19724 members 
Mstep: Class 18 contains 8010 members 
Mstep: Class 19 contains 94158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100792080.000000 Penalty: 60468.480469
Iteration 33Q: 19 clusters Score -1.007921e+08 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 18988 members 
Mstep: Class 3 contains 22988 members 
Mstep: Class 4 contains 1978 members 
Mstep: Class 5 contains 22416 members 
Mstep: Class 6 contains 39988 members 
Mstep: Class 7 contains 166846 members 
Mstep: Class 8 contains 26565 members 
Mstep: Class 9 contains 15423 members 
Mstep: Class 10 contains 21932 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 45365 members 
Mstep: Class 15 contains 143019 members 
Mstep: Class 16 contains 13783 members 
Mstep: Class 17 contains 19625 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 94058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100793576.000000 Penalty: 60468.480469
Iteration 34Q: 19 clusters Score -1.007936e+08 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 98198 members 
Mstep: Class 2 contains 18945 members 
Mstep: Class 3 contains 23043 members 
Mstep: Class 4 contains 1970 members 
Mstep: Class 5 contains 22472 members 
Mstep: Class 6 contains 39995 members 
Mstep: Class 7 contains 166833 members 
Mstep: Class 8 contains 26718 members 
Mstep: Class 9 contains 15495 members 
Mstep: Class 10 contains 21846 members 
Mstep: Class 11 contains 5999 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 45486 members 
Mstep: Class 15 contains 138552 members 
Mstep: Class 16 contains 13756 members 
Mstep: Class 17 contains 19543 members 
Mstep: Class 18 contains 7442 members 
Mstep: Class 19 contains 93977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100795360.000000 Penalty: 60468.480469
Iteration 35Q: 19 clusters Score -1.007954e+08 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 102556 members 
Mstep: Class 2 contains 18928 members 
Mstep: Class 3 contains 23112 members 
Mstep: Class 4 contains 1964 members 
Mstep: Class 5 contains 22570 members 
Mstep: Class 6 contains 40011 members 
Mstep: Class 7 contains 166875 members 
Mstep: Class 8 contains 26823 members 
Mstep: Class 9 contains 15552 members 
Mstep: Class 10 contains 21779 members 
Mstep: Class 11 contains 6002 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 14 contains 45516 members 
Mstep: Class 15 contains 134258 members 
Mstep: Class 16 contains 13735 members 
Mstep: Class 17 contains 19444 members 
Mstep: Class 18 contains 7225 members 
Mstep: Class 19 contains 93921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100796456.000000 Penalty: 60468.480469
Iteration 36Q: 19 clusters Score -1.007965e+08 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 106432 members 
Mstep: Class 2 contains 18911 members 
Mstep: Class 3 contains 23165 members 
Mstep: Class 4 contains 1980 members 
Mstep: Class 5 contains 22779 members 
Mstep: Class 6 contains 40020 members 
Mstep: Class 7 contains 166952 members 
Mstep: Class 8 contains 26914 members 
Mstep: Class 9 contains 15571 members 
Mstep: Class 10 contains 21739 members 
Mstep: Class 11 contains 6002 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 45564 members 
Mstep: Class 15 contains 130277 members 
Mstep: Class 16 contains 13727 members 
Mstep: Class 17 contains 19336 members 
Mstep: Class 18 contains 7023 members 
Mstep: Class 19 contains 93878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100797864.000000 Penalty: 60468.480469
Iteration 37Q: 19 clusters Score -1.007979e+08 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 109801 members 
Mstep: Class 2 contains 18888 members 
Mstep: Class 3 contains 23241 members 
Mstep: Class 4 contains 1990 members 
Mstep: Class 5 contains 23112 members 
Mstep: Class 6 contains 40040 members 
Mstep: Class 7 contains 167064 members 
Mstep: Class 8 contains 26982 members 
Mstep: Class 9 contains 15591 members 
Mstep: Class 10 contains 21684 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 45578 members 
Mstep: Class 15 contains 126630 members 
Mstep: Class 16 contains 13719 members 
Mstep: Class 17 contains 19224 members 
Mstep: Class 18 contains 6884 members 
Mstep: Class 19 contains 93836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100799128.000000 Penalty: 60468.480469
Iteration 38Q: 19 clusters Score -1.007991e+08 nChanged 4462
Entering ConstructFrom: 
Score: -100799128.000000 Penalty: 60468.480469
Entering ConstructFrom: 
Trying to split cluster 1 (112546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112546 members 
Entering Unmasked Estep 
Score: -15582158.000000 Penalty: 2884.517090
	Iteration 0F: 2 clusters Score -1.558216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -15506732.000000 Penalty: 5769.034180
	Iteration 0F: 3 clusters Score -1.550673e+07 nChanged 53739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -15537471.000000 Penalty: 5769.034180
	Iteration 1F: 3 clusters Score -1.553747e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -15538042.000000 Penalty: 5769.034180
	Iteration 2Q: 3 clusters Score -1.553804e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 59996 members 
Entering Unmasked Estep 
Score: -15538863.000000 Penalty: 5769.034180
	Iteration 3Q: 3 clusters Score -1.553886e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -15539923.000000 Penalty: 5769.034180
	Iteration 4Q: 3 clusters Score -1.553992e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -15541336.000000 Penalty: 5769.034180
	Iteration 5Q: 3 clusters Score -1.554134e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 70246 members 
Entering Unmasked Estep 
Score: -15543814.000000 Penalty: 5769.034180
	Iteration 6Q: 3 clusters Score -1.554381e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 76964 members 
Entering Unmasked Estep 
Score: -15548142.000000 Penalty: 5769.034180
	Iteration 7F: 3 clusters Score -1.554814e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 85539 members 
Entering Unmasked Estep 
Score: -15554953.000000 Penalty: 5769.034180
	Iteration 8F: 3 clusters Score -1.555495e+07 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 95094 members 
Entering Unmasked Estep 
Score: -15563668.000000 Penalty: 5769.034180
	Iteration 9F: 3 clusters Score -1.556367e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 103267 members 
Entering Unmasked Estep 
Score: -15571654.000000 Penalty: 5769.034180
	Iteration 10F: 3 clusters Score -1.557165e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 108287 members 
Entering Unmasked Estep 
Score: -15576374.000000 Penalty: 5769.034180
	Iteration 11Q: 3 clusters Score -1.557637e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 110686 members 
Entering Unmasked Estep 
Score: -15578519.000000 Penalty: 5769.034180
	Iteration 12Q: 3 clusters Score -1.557852e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 111559 members 
Entering Unmasked Estep 
Score: -15579308.000000 Penalty: 5769.034180
	Iteration 13Q: 3 clusters Score -1.557931e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 111855 members 
Entering Unmasked Estep 
Score: -15579680.000000 Penalty: 5769.034180
	Iteration 14Q: 3 clusters Score -1.557968e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 111975 members 
Entering Unmasked Estep 
Score: -15579827.000000 Penalty: 5769.034180
	Iteration 15Q: 3 clusters Score -1.557983e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 112037 members 
Entering Unmasked Estep 
Score: -15579926.000000 Penalty: 5769.034180
	Iteration 16Q: 3 clusters Score -1.557993e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 112071 members 
Entering Unmasked Estep 
Score: -15579969.000000 Penalty: 5769.034180
	Iteration 17Q: 3 clusters Score -1.557997e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 112091 members 
Entering Unmasked Estep 
Score: -15580029.000000 Penalty: 5769.034180
	Iteration 18Q: 3 clusters Score -1.558003e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 112104 members 
Entering Unmasked Estep 
Score: -15580050.000000 Penalty: 5769.034180
	Iteration 19Q: 3 clusters Score -1.558005e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 112110 members 
Entering Unmasked Estep 
Score: -15580077.000000 Penalty: 5769.034180
	Iteration 20F: 3 clusters Score -1.558008e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 112115 members 
Entering Unmasked Estep 
Score: -15580088.000000 Penalty: 5769.034180
	Iteration 21Q: 3 clusters Score -1.558009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 112118 members 
Entering Unmasked Estep 
Score: -15580119.000000 Penalty: 5769.034180
	Iteration 22Q: 3 clusters Score -1.558012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 112123 members 
Entering Unmasked Estep 
Score: -15580132.000000 Penalty: 5769.034180
	Iteration 23Q: 3 clusters Score -1.558013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 112126 members 
Entering Unmasked Estep 
Score: -15580132.000000 Penalty: 5769.034180
	Iteration 24Q: 3 clusters Score -1.558013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 112129 members 
Entering Unmasked Estep 
Score: -15580143.000000 Penalty: 5769.034180
	Iteration 25Q: 3 clusters Score -1.558014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 112134 members 
Entering Unmasked Estep 
Score: -15580160.000000 Penalty: 5769.034180
	Iteration 26Q: 3 clusters Score -1.558016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 112135 members 
Entering Unmasked Estep 
Score: -15580176.000000 Penalty: 5769.034180
	Iteration 27Q: 3 clusters Score -1.558018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 112134 members 
Entering Unmasked Estep 
Score: -15580177.000000 Penalty: 5769.034180
	Iteration 28Q: 3 clusters Score -1.558018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 112135 members 
Entering Unmasked Estep 
Score: -15580192.000000 Penalty: 5769.034180
	Iteration 29Q: 3 clusters Score -1.558019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 112136 members 
Entering Unmasked Estep 
Score: -15580194.000000 Penalty: 5769.034180
	Iteration 30Q: 3 clusters Score -1.558019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 112135 members 
Entering Unmasked Estep 
Score: -15580193.000000 Penalty: 5769.034180
	Iteration 31Q: 3 clusters Score -1.558019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 112135 members 
Entering Unmasked Estep 
Score: -15580194.000000 Penalty: 5769.034180
	Iteration 32Q: 3 clusters Score -1.558019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 112136 members 
Entering Unmasked Estep 
Score: -15580188.000000 Penalty: 5769.034180
	Iteration 33Q: 3 clusters Score -1.558019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 112137 members 
Entering Unmasked Estep 
Score: -15580194.000000 Penalty: 5769.034180
	Iteration 34Q: 3 clusters Score -1.558019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 112137 members 
Entering Unmasked Estep 
Score: -15580194.000000 Penalty: 5769.034180
	Iteration 35F: 3 clusters Score -1.558019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Entering Unmasked Estep 
Score: -2491334.500000 Penalty: 2441.628418
	Iteration 0F: 2 clusters Score -2491334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2478054.250000 Penalty: 4883.256836
	Iteration 0F: 3 clusters Score -2478054 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2482561.000000 Penalty: 4883.256836
	Iteration 1F: 3 clusters Score -2482561 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2483110.250000 Penalty: 4883.256836
	Iteration 2F: 3 clusters Score -2483110 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2483621.000000 Penalty: 4883.256836
	Iteration 3F: 3 clusters Score -2483621 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2484174.000000 Penalty: 4883.256836
	Iteration 4F: 3 clusters Score -2484174 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2484784.250000 Penalty: 4883.256836
	Iteration 5F: 3 clusters Score -2484784 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2485454.250000 Penalty: 4883.256836
	Iteration 6F: 3 clusters Score -2485454 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2486183.500000 Penalty: 4883.256836
	Iteration 7F: 3 clusters Score -2486184 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2486851.750000 Penalty: 4883.256836
	Iteration 8F: 3 clusters Score -2486852 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2487394.500000 Penalty: 4883.256836
	Iteration 9Q: 3 clusters Score -2487394 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2487834.750000 Penalty: 4883.256836
	Iteration 10Q: 3 clusters Score -2487835 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2488172.500000 Penalty: 4883.256836
	Iteration 11Q: 3 clusters Score -2488172 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2488406.750000 Penalty: 4883.256836
	Iteration 12Q: 3 clusters Score -2488407 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2488601.750000 Penalty: 4883.256836
	Iteration 13Q: 3 clusters Score -2488602 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2488753.000000 Penalty: 4883.256836
	Iteration 14Q: 3 clusters Score -2488753 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2488880.250000 Penalty: 4883.256836
	Iteration 15Q: 3 clusters Score -2488880 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2488972.500000 Penalty: 4883.256836
	Iteration 16Q: 3 clusters Score -2488972 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2489040.500000 Penalty: 4883.256836
	Iteration 17Q: 3 clusters Score -2489040 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2489110.250000 Penalty: 4883.256836
	Iteration 18Q: 3 clusters Score -2489110 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2489168.000000 Penalty: 4883.256836
	Iteration 19Q: 3 clusters Score -2489168 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2489208.500000 Penalty: 4883.256836
	Iteration 20F: 3 clusters Score -2489208 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2489253.250000 Penalty: 4883.256836
	Iteration 21Q: 3 clusters Score -2489253 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2489291.000000 Penalty: 4883.256836
	Iteration 22Q: 3 clusters Score -2489291 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2489324.250000 Penalty: 4883.256836
	Iteration 23Q: 3 clusters Score -2489324 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2489348.750000 Penalty: 4883.256836
	Iteration 24Q: 3 clusters Score -2489349 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2489370.750000 Penalty: 4883.256836
	Iteration 25Q: 3 clusters Score -2489371 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2489398.000000 Penalty: 4883.256836
	Iteration 26Q: 3 clusters Score -2489398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2489422.250000 Penalty: 4883.256836
	Iteration 27Q: 3 clusters Score -2489422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2489432.750000 Penalty: 4883.256836
	Iteration 28Q: 3 clusters Score -2489433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2489451.250000 Penalty: 4883.256836
	Iteration 29Q: 3 clusters Score -2489451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2489460.500000 Penalty: 4883.256836
	Iteration 30Q: 3 clusters Score -2489460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2489474.750000 Penalty: 4883.256836
	Iteration 31Q: 3 clusters Score -2489475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2489490.750000 Penalty: 4883.256836
	Iteration 32Q: 3 clusters Score -2489491 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2489526.000000 Penalty: 4883.256836
	Iteration 33Q: 3 clusters Score -2489526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2489549.250000 Penalty: 4883.256836
	Iteration 34Q: 3 clusters Score -2489549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2489565.000000 Penalty: 4883.256836
	Iteration 35Q: 3 clusters Score -2489565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2489579.250000 Penalty: 4883.256836
	Iteration 36Q: 3 clusters Score -2489579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2489598.750000 Penalty: 4883.256836
	Iteration 37Q: 3 clusters Score -2489599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2489617.500000 Penalty: 4883.256836
	Iteration 38Q: 3 clusters Score -2489618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2489637.750000 Penalty: 4883.256836
	Iteration 39Q: 3 clusters Score -2489638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2489663.000000 Penalty: 4883.256836
	Iteration 40F: 3 clusters Score -2489663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2489688.000000 Penalty: 4883.256836
	Iteration 41Q: 3 clusters Score -2489688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2489725.750000 Penalty: 4883.256836
	Iteration 42Q: 3 clusters Score -2489726 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2489769.500000 Penalty: 4883.256836
	Iteration 43Q: 3 clusters Score -2489770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2489801.750000 Penalty: 4883.256836
	Iteration 44Q: 3 clusters Score -2489802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2489820.000000 Penalty: 4883.256836
	Iteration 45Q: 3 clusters Score -2489820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2489835.750000 Penalty: 4883.256836
	Iteration 46Q: 3 clusters Score -2489836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2489842.000000 Penalty: 4883.256836
	Iteration 47Q: 3 clusters Score -2489842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2489844.500000 Penalty: 4883.256836
	Iteration 48Q: 3 clusters Score -2489844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2489851.000000 Penalty: 4883.256836
	Iteration 49Q: 3 clusters Score -2489851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2489861.250000 Penalty: 4883.256836
	Iteration 50Q: 3 clusters Score -2489861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2489867.250000 Penalty: 4883.256836
	Iteration 51Q: 3 clusters Score -2489867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2489876.250000 Penalty: 4883.256836
	Iteration 52Q: 3 clusters Score -2489876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2489880.250000 Penalty: 4883.256836
	Iteration 53Q: 3 clusters Score -2489880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2489885.750000 Penalty: 4883.256836
	Iteration 54Q: 3 clusters Score -2489886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2489889.500000 Penalty: 4883.256836
	Iteration 55Q: 3 clusters Score -2489890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2489893.250000 Penalty: 4883.256836
	Iteration 56Q: 3 clusters Score -2489893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2489896.250000 Penalty: 4883.256836
	Iteration 57Q: 3 clusters Score -2489896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2489902.000000 Penalty: 4883.256836
	Iteration 58Q: 3 clusters Score -2489902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2489910.000000 Penalty: 4883.256836
	Iteration 59Q: 3 clusters Score -2489910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2489922.500000 Penalty: 4883.256836
	Iteration 60F: 3 clusters Score -2489922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2489929.750000 Penalty: 4883.256836
	Iteration 61Q: 3 clusters Score -2489930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2489937.000000 Penalty: 4883.256836
	Iteration 62Q: 3 clusters Score -2489937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2489942.750000 Penalty: 4883.256836
	Iteration 63Q: 3 clusters Score -2489943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2489944.750000 Penalty: 4883.256836
	Iteration 64Q: 3 clusters Score -2489945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2489948.750000 Penalty: 4883.256836
	Iteration 65Q: 3 clusters Score -2489949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2489955.000000 Penalty: 4883.256836
	Iteration 66Q: 3 clusters Score -2489955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2489956.250000 Penalty: 4883.256836
	Iteration 67Q: 3 clusters Score -2489956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2489964.750000 Penalty: 4883.256836
	Iteration 68Q: 3 clusters Score -2489965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2489962.250000 Penalty: 4883.256836
	Iteration 69Q: 3 clusters Score -2489962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2489961.750000 Penalty: 4883.256836
	Iteration 70Q: 3 clusters Score -2489962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2489964.500000 Penalty: 4883.256836
	Iteration 71Q: 3 clusters Score -2489964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2489966.750000 Penalty: 4883.256836
	Iteration 72Q: 3 clusters Score -2489967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2489968.500000 Penalty: 4883.256836
	Iteration 73Q: 3 clusters Score -2489968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2489969.000000 Penalty: 4883.256836
	Iteration 74Q: 3 clusters Score -2489969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2489970.250000 Penalty: 4883.256836
	Iteration 75Q: 3 clusters Score -2489970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2489970.500000 Penalty: 4883.256836
	Iteration 76Q: 3 clusters Score -2489970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2489969.750000 Penalty: 4883.256836
	Iteration 77Q: 3 clusters Score -2489970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2489969.750000 Penalty: 4883.256836
	Iteration 78F: 3 clusters Score -2489970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Entering Unmasked Estep 
Score: -3142626.250000 Penalty: 2494.290771
	Iteration 0F: 2 clusters Score -3142626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -3126502.500000 Penalty: 4988.581543
	Iteration 0F: 3 clusters Score -3126502 nChanged 10258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -3132329.250000 Penalty: 4988.581543
	Iteration 1F: 3 clusters Score -3132329 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3133479.750000 Penalty: 4988.581543
	Iteration 2F: 3 clusters Score -3133480 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3135141.250000 Penalty: 4988.581543
	Iteration 3F: 3 clusters Score -3135141 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3136756.250000 Penalty: 4988.581543
	Iteration 4F: 3 clusters Score -3136756 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3137978.000000 Penalty: 4988.581543
	Iteration 5F: 3 clusters Score -3137978 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -3138743.750000 Penalty: 4988.581543
	Iteration 6F: 3 clusters Score -3138744 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -3139242.000000 Penalty: 4988.581543
	Iteration 7Q: 3 clusters Score -3139242 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3139568.000000 Penalty: 4988.581543
	Iteration 8Q: 3 clusters Score -3139568 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -3139873.500000 Penalty: 4988.581543
	Iteration 9Q: 3 clusters Score -3139874 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -3140092.500000 Penalty: 4988.581543
	Iteration 10Q: 3 clusters Score -3140092 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3140330.000000 Penalty: 4988.581543
	Iteration 11Q: 3 clusters Score -3140330 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -3140558.750000 Penalty: 4988.581543
	Iteration 12Q: 3 clusters Score -3140559 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3140764.750000 Penalty: 4988.581543
	Iteration 13Q: 3 clusters Score -3140765 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -3140976.000000 Penalty: 4988.581543
	Iteration 14Q: 3 clusters Score -3140976 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3141168.750000 Penalty: 4988.581543
	Iteration 15Q: 3 clusters Score -3141169 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -3141310.500000 Penalty: 4988.581543
	Iteration 16Q: 3 clusters Score -3141310 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -3141422.000000 Penalty: 4988.581543
	Iteration 17Q: 3 clusters Score -3141422 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -3141515.000000 Penalty: 4988.581543
	Iteration 18Q: 3 clusters Score -3141515 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -3141559.000000 Penalty: 4988.581543
	Iteration 19Q: 3 clusters Score -3141559 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -3141617.750000 Penalty: 4988.581543
	Iteration 20F: 3 clusters Score -3141618 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -3141646.750000 Penalty: 4988.581543
	Iteration 21Q: 3 clusters Score -3141647 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3141671.000000 Penalty: 4988.581543
	Iteration 22Q: 3 clusters Score -3141671 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -3141696.000000 Penalty: 4988.581543
	Iteration 23Q: 3 clusters Score -3141696 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -3141723.500000 Penalty: 4988.581543
	Iteration 24Q: 3 clusters Score -3141724 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -3141752.750000 Penalty: 4988.581543
	Iteration 25Q: 3 clusters Score -3141753 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -3141792.250000 Penalty: 4988.581543
	Iteration 26Q: 3 clusters Score -3141792 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -3141837.000000 Penalty: 4988.581543
	Iteration 27Q: 3 clusters Score -3141837 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -3141884.500000 Penalty: 4988.581543
	Iteration 28Q: 3 clusters Score -3141884 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -3141948.250000 Penalty: 4988.581543
	Iteration 29Q: 3 clusters Score -3141948 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -3142023.000000 Penalty: 4988.581543
	Iteration 30Q: 3 clusters Score -3142023 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -3142097.250000 Penalty: 4988.581543
	Iteration 31Q: 3 clusters Score -3142097 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -3142181.500000 Penalty: 4988.581543
	Iteration 32Q: 3 clusters Score -3142182 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -3142272.750000 Penalty: 4988.581543
	Iteration 33Q: 3 clusters Score -3142273 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3142329.750000 Penalty: 4988.581543
	Iteration 34Q: 3 clusters Score -3142330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -3142363.750000 Penalty: 4988.581543
	Iteration 35Q: 3 clusters Score -3142364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -3142405.250000 Penalty: 4988.581543
	Iteration 36Q: 3 clusters Score -3142405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -3142423.250000 Penalty: 4988.581543
	Iteration 37Q: 3 clusters Score -3142423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -3142427.500000 Penalty: 4988.581543
	Iteration 38Q: 3 clusters Score -3142428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -3142442.000000 Penalty: 4988.581543
	Iteration 39Q: 3 clusters Score -3142442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -3142438.000000 Penalty: 4988.581543
	Iteration 40F: 3 clusters Score -3142438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -3142437.750000 Penalty: 4988.581543
	Iteration 41Q: 3 clusters Score -3142438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -3142436.250000 Penalty: 4988.581543
	Iteration 42Q: 3 clusters Score -3142436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -3142440.750000 Penalty: 4988.581543
	Iteration 43Q: 3 clusters Score -3142441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -3142446.000000 Penalty: 4988.581543
	Iteration 44Q: 3 clusters Score -3142446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -3142444.250000 Penalty: 4988.581543
	Iteration 45Q: 3 clusters Score -3142444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -3142447.250000 Penalty: 4988.581543
	Iteration 46Q: 3 clusters Score -3142447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -3142448.500000 Penalty: 4988.581543
	Iteration 47Q: 3 clusters Score -3142448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -3142445.500000 Penalty: 4988.581543
	Iteration 48Q: 3 clusters Score -3142446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -3142448.750000 Penalty: 4988.581543
	Iteration 49Q: 3 clusters Score -3142449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -3142444.000000 Penalty: 4988.581543
	Iteration 50Q: 3 clusters Score -3142444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -3142444.000000 Penalty: 4988.581543
	Iteration 51F: 3 clusters Score -3142444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -280920.562500 Penalty: 1884.527222
	Iteration 0F: 2 clusters Score -280920.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -278289.937500 Penalty: 3769.054443
	Iteration 0F: 3 clusters Score -278289.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -278728.843750 Penalty: 3769.054443
	Iteration 1F: 3 clusters Score -278728.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -278831.156250 Penalty: 3769.054443
	Iteration 2F: 3 clusters Score -278831.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -278896.000000 Penalty: 3769.054443
	Iteration 3Q: 3 clusters Score -278896 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -278930.250000 Penalty: 3769.054443
	Iteration 4Q: 3 clusters Score -278930.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -278954.625000 Penalty: 3769.054443
	Iteration 5Q: 3 clusters Score -278954.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -278980.906250 Penalty: 3769.054443
	Iteration 6Q: 3 clusters Score -278980.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -278994.531250 Penalty: 3769.054443
	Iteration 7Q: 3 clusters Score -278994.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -279005.218750 Penalty: 3769.054443
	Iteration 8Q: 3 clusters Score -279005.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -279017.781250 Penalty: 3769.054443
	Iteration 9Q: 3 clusters Score -279017.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -279025.625000 Penalty: 3769.054443
	Iteration 10Q: 3 clusters Score -279025.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -279032.031250 Penalty: 3769.054443
	Iteration 11Q: 3 clusters Score -279032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -279036.000000 Penalty: 3769.054443
	Iteration 12Q: 3 clusters Score -279036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -279038.468750 Penalty: 3769.054443
	Iteration 13Q: 3 clusters Score -279038.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -279040.531250 Penalty: 3769.054443
	Iteration 14Q: 3 clusters Score -279040.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -279043.468750 Penalty: 3769.054443
	Iteration 15Q: 3 clusters Score -279043.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -279048.406250 Penalty: 3769.054443
	Iteration 16Q: 3 clusters Score -279048.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -279051.562500 Penalty: 3769.054443
	Iteration 17Q: 3 clusters Score -279051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -279052.656250 Penalty: 3769.054443
	Iteration 18Q: 3 clusters Score -279052.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -279054.625000 Penalty: 3769.054443
	Iteration 19Q: 3 clusters Score -279054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -279055.625000 Penalty: 3769.054443
	Iteration 20F: 3 clusters Score -279055.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -279056.468750 Penalty: 3769.054443
	Iteration 21Q: 3 clusters Score -279056.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -279057.062500 Penalty: 3769.054443
	Iteration 22Q: 3 clusters Score -279057.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -279057.750000 Penalty: 3769.054443
	Iteration 23Q: 3 clusters Score -279057.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -279057.937500 Penalty: 3769.054443
	Iteration 24Q: 3 clusters Score -279057.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -279060.125000 Penalty: 3769.054443
	Iteration 25Q: 3 clusters Score -279060.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -279061.687500 Penalty: 3769.054443
	Iteration 26Q: 3 clusters Score -279061.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -279062.031250 Penalty: 3769.054443
	Iteration 27Q: 3 clusters Score -279062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -279062.031250 Penalty: 3769.054443
	Iteration 28F: 3 clusters Score -279062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Entering Unmasked Estep 
Score: -2984603.250000 Penalty: 2496.428467
	Iteration 0F: 2 clusters Score -2984603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2968167.250000 Penalty: 4992.856934
	Iteration 0F: 3 clusters Score -2968167 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2974450.250000 Penalty: 4992.856934
	Iteration 1F: 3 clusters Score -2974450 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2975567.500000 Penalty: 4992.856934
	Iteration 2F: 3 clusters Score -2975568 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2977015.000000 Penalty: 4992.856934
	Iteration 3F: 3 clusters Score -2977015 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2978564.500000 Penalty: 4992.856934
	Iteration 4F: 3 clusters Score -2978564 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2979933.250000 Penalty: 4992.856934
	Iteration 5F: 3 clusters Score -2979933 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2980879.750000 Penalty: 4992.856934
	Iteration 6F: 3 clusters Score -2980880 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2981472.500000 Penalty: 4992.856934
	Iteration 7Q: 3 clusters Score -2981472 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2981804.750000 Penalty: 4992.856934
	Iteration 8Q: 3 clusters Score -2981805 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2982080.000000 Penalty: 4992.856934
	Iteration 9Q: 3 clusters Score -2982080 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2982315.250000 Penalty: 4992.856934
	Iteration 10Q: 3 clusters Score -2982315 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2982549.250000 Penalty: 4992.856934
	Iteration 11Q: 3 clusters Score -2982549 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2982840.000000 Penalty: 4992.856934
	Iteration 12Q: 3 clusters Score -2982840 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2983195.500000 Penalty: 4992.856934
	Iteration 13Q: 3 clusters Score -2983196 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2983528.500000 Penalty: 4992.856934
	Iteration 14Q: 3 clusters Score -2983528 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2983813.750000 Penalty: 4992.856934
	Iteration 15Q: 3 clusters Score -2983814 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2984008.250000 Penalty: 4992.856934
	Iteration 16Q: 3 clusters Score -2984008 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2984149.500000 Penalty: 4992.856934
	Iteration 17Q: 3 clusters Score -2984150 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2984255.500000 Penalty: 4992.856934
	Iteration 18Q: 3 clusters Score -2984256 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2984348.750000 Penalty: 4992.856934
	Iteration 19Q: 3 clusters Score -2984349 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2984455.250000 Penalty: 4992.856934
	Iteration 20F: 3 clusters Score -2984455 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2984571.250000 Penalty: 4992.856934
	Iteration 21Q: 3 clusters Score -2984571 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2984675.000000 Penalty: 4992.856934
	Iteration 22Q: 3 clusters Score -2984675 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2984785.750000 Penalty: 4992.856934
	Iteration 23Q: 3 clusters Score -2984786 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2984909.500000 Penalty: 4992.856934
	Iteration 24Q: 3 clusters Score -2984910 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2985025.250000 Penalty: 4992.856934
	Iteration 25Q: 3 clusters Score -2985025 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2985130.750000 Penalty: 4992.856934
	Iteration 26Q: 3 clusters Score -2985131 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2985195.250000 Penalty: 4992.856934
	Iteration 27Q: 3 clusters Score -2985195 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2985266.500000 Penalty: 4992.856934
	Iteration 28Q: 3 clusters Score -2985266 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2985341.000000 Penalty: 4992.856934
	Iteration 29Q: 3 clusters Score -2985341 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2985403.000000 Penalty: 4992.856934
	Iteration 30Q: 3 clusters Score -2985403 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2985456.250000 Penalty: 4992.856934
	Iteration 31Q: 3 clusters Score -2985456 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2985482.750000 Penalty: 4992.856934
	Iteration 32Q: 3 clusters Score -2985483 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2985508.750000 Penalty: 4992.856934
	Iteration 33Q: 3 clusters Score -2985509 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2985529.500000 Penalty: 4992.856934
	Iteration 34Q: 3 clusters Score -2985530 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2985542.500000 Penalty: 4992.856934
	Iteration 35Q: 3 clusters Score -2985542 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2985557.500000 Penalty: 4992.856934
	Iteration 36Q: 3 clusters Score -2985558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2985555.750000 Penalty: 4992.856934
	Iteration 37Q: 3 clusters Score -2985556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2985555.750000 Penalty: 4992.856934
	Iteration 38Q: 3 clusters Score -2985556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2985569.750000 Penalty: 4992.856934
	Iteration 39Q: 3 clusters Score -2985570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2985564.500000 Penalty: 4992.856934
	Iteration 40F: 3 clusters Score -2985564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2985561.500000 Penalty: 4992.856934
	Iteration 41Q: 3 clusters Score -2985562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2985571.500000 Penalty: 4992.856934
	Iteration 42Q: 3 clusters Score -2985572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2985572.750000 Penalty: 4992.856934
	Iteration 43Q: 3 clusters Score -2985573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2985577.500000 Penalty: 4992.856934
	Iteration 44Q: 3 clusters Score -2985578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2985575.000000 Penalty: 4992.856934
	Iteration 45Q: 3 clusters Score -2985575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2985573.000000 Penalty: 4992.856934
	Iteration 46Q: 3 clusters Score -2985573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2985572.750000 Penalty: 4992.856934
	Iteration 47Q: 3 clusters Score -2985573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2985569.250000 Penalty: 4992.856934
	Iteration 48Q: 3 clusters Score -2985569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2985576.250000 Penalty: 4992.856934
	Iteration 49Q: 3 clusters Score -2985576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2985569.250000 Penalty: 4992.856934
	Iteration 50Q: 3 clusters Score -2985569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2985571.500000 Penalty: 4992.856934
	Iteration 51Q: 3 clusters Score -2985572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2985571.500000 Penalty: 4992.856934
	Iteration 52F: 3 clusters Score -2985572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 112546 members 
Mstep: Class 2 contains 18869 members 
Mstep: Class 3 contains 23333 members 
Mstep: Class 4 contains 1996 members 
Mstep: Class 5 contains 12324 members 
Mstep: Class 6 contains 40049 members 
Mstep: Class 7 contains 167216 members 
Mstep: Class 8 contains 27043 members 
Mstep: Class 9 contains 15621 members 
Mstep: Class 10 contains 21642 members 
Mstep: Class 11 contains 6010 members 
Mstep: Class 12 contains 11211 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 45553 members 
Mstep: Class 15 contains 123414 members 
Mstep: Class 16 contains 13713 members 
Mstep: Class 17 contains 19107 members 
Mstep: Class 18 contains 6822 members 
Mstep: Class 19 contains 93801 members 
Entering Unmasked Estep 
Score: -100799000.000000 Penalty: 63827.843750
Splitting cluster 5 changes total score from -100799128.000000 to -100799000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (40049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Entering Unmasked Estep 
Score: -5558186.000000 Penalty: 2628.269043
	Iteration 0F: 2 clusters Score -5558186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -5531040.500000 Penalty: 5256.538086
	Iteration 0F: 3 clusters Score -5531040 nChanged 18280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -5541093.000000 Penalty: 5256.538086
	Iteration 1F: 3 clusters Score -5541093 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -5541886.500000 Penalty: 5256.538086
	Iteration 2F: 3 clusters Score -5541886 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -5542713.500000 Penalty: 5256.538086
	Iteration 3Q: 3 clusters Score -5542714 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -5543669.000000 Penalty: 5256.538086
	Iteration 4F: 3 clusters Score -5543669 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -5545069.000000 Penalty: 5256.538086
	Iteration 5F: 3 clusters Score -5545069 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -5547092.000000 Penalty: 5256.538086
	Iteration 6F: 3 clusters Score -5547092 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -5549608.500000 Penalty: 5256.538086
	Iteration 7F: 3 clusters Score -5549608 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -5551942.500000 Penalty: 5256.538086
	Iteration 8F: 3 clusters Score -5551942 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -5553531.500000 Penalty: 5256.538086
	Iteration 9F: 3 clusters Score -5553532 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -5554383.000000 Penalty: 5256.538086
	Iteration 10Q: 3 clusters Score -5554383 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -5554886.000000 Penalty: 5256.538086
	Iteration 11Q: 3 clusters Score -5554886 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -5555240.500000 Penalty: 5256.538086
	Iteration 12Q: 3 clusters Score -5555240 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -5555469.000000 Penalty: 5256.538086
	Iteration 13Q: 3 clusters Score -5555469 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -5555637.000000 Penalty: 5256.538086
	Iteration 14Q: 3 clusters Score -5555637 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -5555759.500000 Penalty: 5256.538086
	Iteration 15Q: 3 clusters Score -5555760 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -5555849.500000 Penalty: 5256.538086
	Iteration 16Q: 3 clusters Score -5555850 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -5555934.000000 Penalty: 5256.538086
	Iteration 17Q: 3 clusters Score -5555934 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -5556015.500000 Penalty: 5256.538086
	Iteration 18Q: 3 clusters Score -5556016 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -5556097.000000 Penalty: 5256.538086
	Iteration 19Q: 3 clusters Score -5556097 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -5556156.500000 Penalty: 5256.538086
	Iteration 20F: 3 clusters Score -5556156 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -5556224.500000 Penalty: 5256.538086
	Iteration 21Q: 3 clusters Score -5556224 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -5556307.000000 Penalty: 5256.538086
	Iteration 22Q: 3 clusters Score -5556307 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -5556339.500000 Penalty: 5256.538086
	Iteration 23Q: 3 clusters Score -5556340 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -5556363.500000 Penalty: 5256.538086
	Iteration 24Q: 3 clusters Score -5556364 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -5556398.000000 Penalty: 5256.538086
	Iteration 25Q: 3 clusters Score -5556398 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -5556431.500000 Penalty: 5256.538086
	Iteration 26Q: 3 clusters Score -5556432 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -5556444.500000 Penalty: 5256.538086
	Iteration 27Q: 3 clusters Score -5556444 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -5556469.500000 Penalty: 5256.538086
	Iteration 28Q: 3 clusters Score -5556470 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -5556486.000000 Penalty: 5256.538086
	Iteration 29Q: 3 clusters Score -5556486 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -5556519.500000 Penalty: 5256.538086
	Iteration 30Q: 3 clusters Score -5556520 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -5556556.500000 Penalty: 5256.538086
	Iteration 31Q: 3 clusters Score -5556556 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -5556584.000000 Penalty: 5256.538086
	Iteration 32Q: 3 clusters Score -5556584 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -5556615.500000 Penalty: 5256.538086
	Iteration 33Q: 3 clusters Score -5556616 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -5556651.000000 Penalty: 5256.538086
	Iteration 34Q: 3 clusters Score -5556651 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -5556677.000000 Penalty: 5256.538086
	Iteration 35Q: 3 clusters Score -5556677 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -5556714.000000 Penalty: 5256.538086
	Iteration 36Q: 3 clusters Score -5556714 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -5556743.500000 Penalty: 5256.538086
	Iteration 37Q: 3 clusters Score -5556744 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -5556784.000000 Penalty: 5256.538086
	Iteration 38Q: 3 clusters Score -5556784 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -5556815.500000 Penalty: 5256.538086
	Iteration 39Q: 3 clusters Score -5556816 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -5556862.000000 Penalty: 5256.538086
	Iteration 40F: 3 clusters Score -5556862 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -5556939.000000 Penalty: 5256.538086
	Iteration 41Q: 3 clusters Score -5556939 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -5557029.000000 Penalty: 5256.538086
	Iteration 42Q: 3 clusters Score -5557029 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -5557072.000000 Penalty: 5256.538086
	Iteration 43Q: 3 clusters Score -5557072 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -5557112.500000 Penalty: 5256.538086
	Iteration 44Q: 3 clusters Score -5557112 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -5557134.000000 Penalty: 5256.538086
	Iteration 45Q: 3 clusters Score -5557134 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -5557151.500000 Penalty: 5256.538086
	Iteration 46Q: 3 clusters Score -5557152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -5557163.500000 Penalty: 5256.538086
	Iteration 47Q: 3 clusters Score -5557164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -5557172.000000 Penalty: 5256.538086
	Iteration 48Q: 3 clusters Score -5557172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -5557171.000000 Penalty: 5256.538086
	Iteration 49Q: 3 clusters Score -5557171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -5557179.500000 Penalty: 5256.538086
	Iteration 50Q: 3 clusters Score -5557180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -5557178.500000 Penalty: 5256.538086
	Iteration 51Q: 3 clusters Score -5557178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -5557178.500000 Penalty: 5256.538086
	Iteration 52Q: 3 clusters Score -5557178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -5557177.500000 Penalty: 5256.538086
	Iteration 53Q: 3 clusters Score -5557178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -5557175.500000 Penalty: 5256.538086
	Iteration 54Q: 3 clusters Score -5557176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -5557180.000000 Penalty: 5256.538086
	Iteration 55Q: 3 clusters Score -5557180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -5557176.500000 Penalty: 5256.538086
	Iteration 56Q: 3 clusters Score -5557176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -5557178.500000 Penalty: 5256.538086
	Iteration 57Q: 3 clusters Score -5557178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -5557179.500000 Penalty: 5256.538086
	Iteration 58Q: 3 clusters Score -5557180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -5557179.000000 Penalty: 5256.538086
	Iteration 59Q: 3 clusters Score -5557179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -5557177.000000 Penalty: 5256.538086
	Iteration 60F: 3 clusters Score -5557177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -5557176.500000 Penalty: 5256.538086
	Iteration 61Q: 3 clusters Score -5557176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -5557184.500000 Penalty: 5256.538086
	Iteration 62Q: 3 clusters Score -5557184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -5557184.500000 Penalty: 5256.538086
	Iteration 63Q: 3 clusters Score -5557184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -5557184.500000 Penalty: 5256.538086
	Iteration 64Q: 3 clusters Score -5557184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -5557185.000000 Penalty: 5256.538086
	Iteration 65Q: 3 clusters Score -5557185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -5557190.500000 Penalty: 5256.538086
	Iteration 66Q: 3 clusters Score -5557190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -5557186.500000 Penalty: 5256.538086
	Iteration 67Q: 3 clusters Score -5557186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -5557183.000000 Penalty: 5256.538086
	Iteration 68Q: 3 clusters Score -5557183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -5557195.000000 Penalty: 5256.538086
	Iteration 69Q: 3 clusters Score -5557195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -5557189.500000 Penalty: 5256.538086
	Iteration 70Q: 3 clusters Score -5557190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -5557191.500000 Penalty: 5256.538086
	Iteration 71Q: 3 clusters Score -5557192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -5557197.000000 Penalty: 5256.538086
	Iteration 72Q: 3 clusters Score -5557197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -5557197.000000 Penalty: 5256.538086
	Iteration 73F: 3 clusters Score -5557197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (167216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167216 members 
Entering Unmasked Estep 
Score: -22868426.000000 Penalty: 2982.706299
	Iteration 0F: 2 clusters Score -2.286843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 83573 members 
Entering Unmasked Estep 
Score: -22756538.000000 Penalty: 5965.412598
	Iteration 0F: 3 clusters Score -2.275654e+07 nChanged 80301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86498 members 
Mstep: Class 2 contains 80718 members 
Entering Unmasked Estep 
Score: -22804384.000000 Penalty: 5965.412598
	Iteration 1F: 3 clusters Score -2.280438e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87954 members 
Mstep: Class 2 contains 79262 members 
Entering Unmasked Estep 
Score: -22806280.000000 Penalty: 5965.412598
	Iteration 2Q: 3 clusters Score -2.280628e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89863 members 
Mstep: Class 2 contains 77353 members 
Entering Unmasked Estep 
Score: -22808808.000000 Penalty: 5965.412598
	Iteration 3Q: 3 clusters Score -2.280881e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92242 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -22812036.000000 Penalty: 5965.412598
	Iteration 4Q: 3 clusters Score -2.281204e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95367 members 
Mstep: Class 2 contains 71849 members 
Entering Unmasked Estep 
Score: -22816108.000000 Penalty: 5965.412598
	Iteration 5F: 3 clusters Score -2.281611e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98900 members 
Mstep: Class 2 contains 68316 members 
Entering Unmasked Estep 
Score: -22821218.000000 Penalty: 5965.412598
	Iteration 6F: 3 clusters Score -2.282122e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102729 members 
Mstep: Class 2 contains 64487 members 
Entering Unmasked Estep 
Score: -22826900.000000 Penalty: 5965.412598
	Iteration 7F: 3 clusters Score -2.28269e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106895 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -22832806.000000 Penalty: 5965.412598
	Iteration 8F: 3 clusters Score -2.283281e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110687 members 
Mstep: Class 2 contains 56529 members 
Entering Unmasked Estep 
Score: -22837360.000000 Penalty: 5965.412598
	Iteration 9Q: 3 clusters Score -2.283736e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114109 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -22840664.000000 Penalty: 5965.412598
	Iteration 10Q: 3 clusters Score -2.284066e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117312 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -22842652.000000 Penalty: 5965.412598
	Iteration 11Q: 3 clusters Score -2.284265e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120418 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -22843924.000000 Penalty: 5965.412598
	Iteration 12Q: 3 clusters Score -2.284392e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123533 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -22844952.000000 Penalty: 5965.412598
	Iteration 13Q: 3 clusters Score -2.284495e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126654 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -22845914.000000 Penalty: 5965.412598
	Iteration 14Q: 3 clusters Score -2.284591e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129819 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -22846858.000000 Penalty: 5965.412598
	Iteration 15Q: 3 clusters Score -2.284686e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133147 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -22847912.000000 Penalty: 5965.412598
	Iteration 16Q: 3 clusters Score -2.284791e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136581 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -22849482.000000 Penalty: 5965.412598
	Iteration 17Q: 3 clusters Score -2.284948e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140031 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -22850920.000000 Penalty: 5965.412598
	Iteration 18Q: 3 clusters Score -2.285092e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143594 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -22852492.000000 Penalty: 5965.412598
	Iteration 19Q: 3 clusters Score -2.285249e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147059 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -22854210.000000 Penalty: 5965.412598
	Iteration 20F: 3 clusters Score -2.285421e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150446 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -22856068.000000 Penalty: 5965.412598
	Iteration 21Q: 3 clusters Score -2.285607e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153645 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -22857768.000000 Penalty: 5965.412598
	Iteration 22Q: 3 clusters Score -2.285777e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156547 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -22859338.000000 Penalty: 5965.412598
	Iteration 23Q: 3 clusters Score -2.285934e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159197 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -22861110.000000 Penalty: 5965.412598
	Iteration 24Q: 3 clusters Score -2.286111e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161498 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -22862658.000000 Penalty: 5965.412598
	Iteration 25Q: 3 clusters Score -2.286266e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163292 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -22863818.000000 Penalty: 5965.412598
	Iteration 26Q: 3 clusters Score -2.286382e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164562 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -22864684.000000 Penalty: 5965.412598
	Iteration 27Q: 3 clusters Score -2.286468e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165349 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -22865180.000000 Penalty: 5965.412598
	Iteration 28Q: 3 clusters Score -2.286518e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165836 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -22865476.000000 Penalty: 5965.412598
	Iteration 29Q: 3 clusters Score -2.286548e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166115 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -22865686.000000 Penalty: 5965.412598
	Iteration 30Q: 3 clusters Score -2.286569e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166274 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -22865798.000000 Penalty: 5965.412598
	Iteration 31Q: 3 clusters Score -2.28658e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166383 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -22865876.000000 Penalty: 5965.412598
	Iteration 32Q: 3 clusters Score -2.286588e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166437 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -22865888.000000 Penalty: 5965.412598
	Iteration 33Q: 3 clusters Score -2.286589e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166475 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -22865902.000000 Penalty: 5965.412598
	Iteration 34Q: 3 clusters Score -2.28659e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166507 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -22865950.000000 Penalty: 5965.412598
	Iteration 35Q: 3 clusters Score -2.286595e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166534 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -22865968.000000 Penalty: 5965.412598
	Iteration 36Q: 3 clusters Score -2.286597e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166554 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -22865992.000000 Penalty: 5965.412598
	Iteration 37Q: 3 clusters Score -2.286599e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166574 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -22866002.000000 Penalty: 5965.412598
	Iteration 38Q: 3 clusters Score -2.2866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166587 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -22866036.000000 Penalty: 5965.412598
	Iteration 39Q: 3 clusters Score -2.286604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166603 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -22866048.000000 Penalty: 5965.412598
	Iteration 40F: 3 clusters Score -2.286605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166611 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -22866044.000000 Penalty: 5965.412598
	Iteration 41Q: 3 clusters Score -2.286604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166618 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -22866060.000000 Penalty: 5965.412598
	Iteration 42Q: 3 clusters Score -2.286606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166625 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -22866048.000000 Penalty: 5965.412598
	Iteration 43Q: 3 clusters Score -2.286605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166630 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -22866038.000000 Penalty: 5965.412598
	Iteration 44Q: 3 clusters Score -2.286604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166637 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -22866052.000000 Penalty: 5965.412598
	Iteration 45Q: 3 clusters Score -2.286605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166644 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -22866072.000000 Penalty: 5965.412598
	Iteration 46Q: 3 clusters Score -2.286607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166649 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -22866058.000000 Penalty: 5965.412598
	Iteration 47Q: 3 clusters Score -2.286606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166648 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -22866078.000000 Penalty: 5965.412598
	Iteration 48Q: 3 clusters Score -2.286608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166649 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -22866072.000000 Penalty: 5965.412598
	Iteration 49Q: 3 clusters Score -2.286607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166652 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -22866066.000000 Penalty: 5965.412598
	Iteration 50Q: 3 clusters Score -2.286607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166654 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -22866054.000000 Penalty: 5965.412598
	Iteration 51Q: 3 clusters Score -2.286605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166656 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -22866042.000000 Penalty: 5965.412598
	Iteration 52Q: 3 clusters Score -2.286604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166657 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -22866042.000000 Penalty: 5965.412598
	Iteration 53Q: 3 clusters Score -2.286604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166657 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -22866042.000000 Penalty: 5965.412598
	Iteration 54F: 3 clusters Score -2.286604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Entering Unmasked Estep 
Score: -3595957.000000 Penalty: 2530.885498
	Iteration 0F: 2 clusters Score -3595957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -3577562.250000 Penalty: 5061.770996
	Iteration 0F: 3 clusters Score -3577562 nChanged 12094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3584826.500000 Penalty: 5061.770996
	Iteration 1F: 3 clusters Score -3584826 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3586847.250000 Penalty: 5061.770996
	Iteration 2F: 3 clusters Score -3586847 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -3589557.750000 Penalty: 5061.770996
	Iteration 3F: 3 clusters Score -3589558 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3592727.250000 Penalty: 5061.770996
	Iteration 4F: 3 clusters Score -3592727 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3595257.750000 Penalty: 5061.770996
	Iteration 5F: 3 clusters Score -3595258 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -3596757.250000 Penalty: 5061.770996
	Iteration 6F: 3 clusters Score -3596757 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -3597611.250000 Penalty: 5061.770996
	Iteration 7Q: 3 clusters Score -3597611 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -3598051.250000 Penalty: 5061.770996
	Iteration 8Q: 3 clusters Score -3598051 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -3598262.750000 Penalty: 5061.770996
	Iteration 9Q: 3 clusters Score -3598263 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3598398.500000 Penalty: 5061.770996
	Iteration 10Q: 3 clusters Score -3598398 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3598475.750000 Penalty: 5061.770996
	Iteration 11Q: 3 clusters Score -3598476 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -3598528.000000 Penalty: 5061.770996
	Iteration 12Q: 3 clusters Score -3598528 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3598538.750000 Penalty: 5061.770996
	Iteration 13Q: 3 clusters Score -3598539 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -3598558.500000 Penalty: 5061.770996
	Iteration 14Q: 3 clusters Score -3598558 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3598577.000000 Penalty: 5061.770996
	Iteration 15Q: 3 clusters Score -3598577 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3598575.500000 Penalty: 5061.770996
	Iteration 16Q: 3 clusters Score -3598576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3598584.750000 Penalty: 5061.770996
	Iteration 17Q: 3 clusters Score -3598585 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3598586.500000 Penalty: 5061.770996
	Iteration 18Q: 3 clusters Score -3598586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -3598589.250000 Penalty: 5061.770996
	Iteration 19Q: 3 clusters Score -3598589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3598602.250000 Penalty: 5061.770996
	Iteration 20F: 3 clusters Score -3598602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3598598.000000 Penalty: 5061.770996
	Iteration 21Q: 3 clusters Score -3598598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3598597.000000 Penalty: 5061.770996
	Iteration 22Q: 3 clusters Score -3598597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3598598.500000 Penalty: 5061.770996
	Iteration 23Q: 3 clusters Score -3598598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3598604.750000 Penalty: 5061.770996
	Iteration 24Q: 3 clusters Score -3598605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3598605.750000 Penalty: 5061.770996
	Iteration 25Q: 3 clusters Score -3598606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3598603.250000 Penalty: 5061.770996
	Iteration 26Q: 3 clusters Score -3598603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3598609.250000 Penalty: 5061.770996
	Iteration 27Q: 3 clusters Score -3598609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3598606.250000 Penalty: 5061.770996
	Iteration 28Q: 3 clusters Score -3598606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3598606.250000 Penalty: 5061.770996
	Iteration 29F: 3 clusters Score -3598606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 112546 members 
Mstep: Class 2 contains 18869 members 
Mstep: Class 3 contains 23333 members 
Mstep: Class 4 contains 1996 members 
Mstep: Class 5 contains 23535 members 
Mstep: Class 6 contains 40049 members 
Mstep: Class 7 contains 167216 members 
Mstep: Class 8 contains 23705 members 
Mstep: Class 9 contains 15621 members 
Mstep: Class 10 contains 21642 members 
Mstep: Class 11 contains 6010 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 45553 members 
Mstep: Class 15 contains 123414 members 
Mstep: Class 16 contains 13713 members 
Mstep: Class 17 contains 19107 members 
Mstep: Class 18 contains 6822 members 
Mstep: Class 19 contains 93801 members 
Entering Unmasked Estep 
Score: -100800848.000000 Penalty: 63827.843750
Splitting cluster 8 changes total score from -100799128.000000 to -100800848.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 9 (15621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Entering Unmasked Estep 
Score: -2126496.000000 Penalty: 2394.780029
	Iteration 0F: 2 clusters Score -2126496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2115224.500000 Penalty: 4789.560059
	Iteration 0F: 3 clusters Score -2115224 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2119114.000000 Penalty: 4789.560059
	Iteration 1F: 3 clusters Score -2119114 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2119883.750000 Penalty: 4789.560059
	Iteration 2F: 3 clusters Score -2119884 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2120458.000000 Penalty: 4789.560059
	Iteration 3F: 3 clusters Score -2120458 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2120978.500000 Penalty: 4789.560059
	Iteration 4F: 3 clusters Score -2120978 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2121496.250000 Penalty: 4789.560059
	Iteration 5F: 3 clusters Score -2121496 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2121970.000000 Penalty: 4789.560059
	Iteration 6Q: 3 clusters Score -2121970 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2122505.500000 Penalty: 4789.560059
	Iteration 7Q: 3 clusters Score -2122506 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2123054.750000 Penalty: 4789.560059
	Iteration 8Q: 3 clusters Score -2123055 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2123550.250000 Penalty: 4789.560059
	Iteration 9Q: 3 clusters Score -2123550 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2123995.250000 Penalty: 4789.560059
	Iteration 10Q: 3 clusters Score -2123995 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2124336.000000 Penalty: 4789.560059
	Iteration 11Q: 3 clusters Score -2124336 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2124581.250000 Penalty: 4789.560059
	Iteration 12Q: 3 clusters Score -2124581 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2124751.250000 Penalty: 4789.560059
	Iteration 13Q: 3 clusters Score -2124751 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2124888.000000 Penalty: 4789.560059
	Iteration 14Q: 3 clusters Score -2124888 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2124995.000000 Penalty: 4789.560059
	Iteration 15Q: 3 clusters Score -2124995 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2125077.500000 Penalty: 4789.560059
	Iteration 16Q: 3 clusters Score -2125078 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2125160.250000 Penalty: 4789.560059
	Iteration 17Q: 3 clusters Score -2125160 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2125237.000000 Penalty: 4789.560059
	Iteration 18Q: 3 clusters Score -2125237 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2125307.500000 Penalty: 4789.560059
	Iteration 19Q: 3 clusters Score -2125308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2125361.750000 Penalty: 4789.560059
	Iteration 20F: 3 clusters Score -2125362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2125385.500000 Penalty: 4789.560059
	Iteration 21Q: 3 clusters Score -2125386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2125393.750000 Penalty: 4789.560059
	Iteration 22Q: 3 clusters Score -2125394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2125398.000000 Penalty: 4789.560059
	Iteration 23Q: 3 clusters Score -2125398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2125398.500000 Penalty: 4789.560059
	Iteration 24Q: 3 clusters Score -2125398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2125401.750000 Penalty: 4789.560059
	Iteration 25Q: 3 clusters Score -2125402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2125406.500000 Penalty: 4789.560059
	Iteration 26Q: 3 clusters Score -2125406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2125407.500000 Penalty: 4789.560059
	Iteration 27Q: 3 clusters Score -2125408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2125408.000000 Penalty: 4789.560059
	Iteration 28Q: 3 clusters Score -2125408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2125406.750000 Penalty: 4789.560059
	Iteration 29Q: 3 clusters Score -2125407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2125406.750000 Penalty: 4789.560059
	Iteration 30F: 3 clusters Score -2125407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Entering Unmasked Estep 
Score: -2586206.250000 Penalty: 2475.633057
	Iteration 0F: 2 clusters Score -2586206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2571249.000000 Penalty: 4951.266113
	Iteration 0F: 3 clusters Score -2571249 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2577340.500000 Penalty: 4951.266113
	Iteration 1F: 3 clusters Score -2577340 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2578751.500000 Penalty: 4951.266113
	Iteration 2F: 3 clusters Score -2578752 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2580181.250000 Penalty: 4951.266113
	Iteration 3F: 3 clusters Score -2580181 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2581483.250000 Penalty: 4951.266113
	Iteration 4F: 3 clusters Score -2581483 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2582760.000000 Penalty: 4951.266113
	Iteration 5F: 3 clusters Score -2582760 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2583993.500000 Penalty: 4951.266113
	Iteration 6F: 3 clusters Score -2583994 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2585181.500000 Penalty: 4951.266113
	Iteration 7F: 3 clusters Score -2585182 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2586278.250000 Penalty: 4951.266113
	Iteration 8F: 3 clusters Score -2586278 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2587071.250000 Penalty: 4951.266113
	Iteration 9Q: 3 clusters Score -2587071 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2587577.750000 Penalty: 4951.266113
	Iteration 10Q: 3 clusters Score -2587578 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2587904.000000 Penalty: 4951.266113
	Iteration 11Q: 3 clusters Score -2587904 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2588099.500000 Penalty: 4951.266113
	Iteration 12Q: 3 clusters Score -2588100 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2588204.750000 Penalty: 4951.266113
	Iteration 13Q: 3 clusters Score -2588205 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2588276.000000 Penalty: 4951.266113
	Iteration 14Q: 3 clusters Score -2588276 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2588312.250000 Penalty: 4951.266113
	Iteration 15Q: 3 clusters Score -2588312 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2588342.750000 Penalty: 4951.266113
	Iteration 16Q: 3 clusters Score -2588343 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2588378.750000 Penalty: 4951.266113
	Iteration 17Q: 3 clusters Score -2588379 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2588394.750000 Penalty: 4951.266113
	Iteration 18Q: 3 clusters Score -2588395 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2588411.500000 Penalty: 4951.266113
	Iteration 19Q: 3 clusters Score -2588412 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2588430.250000 Penalty: 4951.266113
	Iteration 20F: 3 clusters Score -2588430 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2588434.250000 Penalty: 4951.266113
	Iteration 21Q: 3 clusters Score -2588434 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2588440.750000 Penalty: 4951.266113
	Iteration 22Q: 3 clusters Score -2588441 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2588440.250000 Penalty: 4951.266113
	Iteration 23Q: 3 clusters Score -2588440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2588438.500000 Penalty: 4951.266113
	Iteration 24Q: 3 clusters Score -2588438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2588445.750000 Penalty: 4951.266113
	Iteration 25Q: 3 clusters Score -2588446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2588452.000000 Penalty: 4951.266113
	Iteration 26Q: 3 clusters Score -2588452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2588452.750000 Penalty: 4951.266113
	Iteration 27Q: 3 clusters Score -2588453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2588452.500000 Penalty: 4951.266113
	Iteration 28Q: 3 clusters Score -2588452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2588452.250000 Penalty: 4951.266113
	Iteration 29Q: 3 clusters Score -2588452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2588451.000000 Penalty: 4951.266113
	Iteration 30Q: 3 clusters Score -2588451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2588453.500000 Penalty: 4951.266113
	Iteration 31Q: 3 clusters Score -2588454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2588455.750000 Penalty: 4951.266113
	Iteration 32Q: 3 clusters Score -2588456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2588455.000000 Penalty: 4951.266113
	Iteration 33Q: 3 clusters Score -2588455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2588451.250000 Penalty: 4951.266113
	Iteration 34Q: 3 clusters Score -2588451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2588448.250000 Penalty: 4951.266113
	Iteration 35Q: 3 clusters Score -2588448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2588450.500000 Penalty: 4951.266113
	Iteration 36Q: 3 clusters Score -2588450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2588450.250000 Penalty: 4951.266113
	Iteration 37Q: 3 clusters Score -2588450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2588454.500000 Penalty: 4951.266113
	Iteration 38Q: 3 clusters Score -2588454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2588455.250000 Penalty: 4951.266113
	Iteration 39Q: 3 clusters Score -2588455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2588453.500000 Penalty: 4951.266113
	Iteration 40F: 3 clusters Score -2588454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2588451.250000 Penalty: 4951.266113
	Iteration 41Q: 3 clusters Score -2588451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2588450.750000 Penalty: 4951.266113
	Iteration 42Q: 3 clusters Score -2588451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2588451.750000 Penalty: 4951.266113
	Iteration 43Q: 3 clusters Score -2588452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2588451.750000 Penalty: 4951.266113
	Iteration 44F: 3 clusters Score -2588452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 112546 members 
Mstep: Class 2 contains 18869 members 
Mstep: Class 3 contains 23333 members 
Mstep: Class 4 contains 1996 members 
Mstep: Class 5 contains 23535 members 
Mstep: Class 6 contains 40049 members 
Mstep: Class 7 contains 167216 members 
Mstep: Class 8 contains 23705 members 
Mstep: Class 9 contains 15621 members 
Mstep: Class 10 contains 14754 members 
Mstep: Class 11 contains 6010 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 45553 members 
Mstep: Class 15 contains 123414 members 
Mstep: Class 16 contains 13713 members 
Mstep: Class 17 contains 19107 members 
Mstep: Class 18 contains 6822 members 
Mstep: Class 19 contains 93801 members 
Mstep: Class 20 contains 6888 members 
Entering Unmasked Estep 
Score: -100801744.000000 Penalty: 67187.203125
Splitting cluster 10 changes total score from -100799128.000000 to -100801744.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 11 (6010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Entering Unmasked Estep 
Score: -778733.062500 Penalty: 2157.892822
	Iteration 0F: 2 clusters Score -778733.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -773658.937500 Penalty: 4315.785645
	Iteration 0F: 3 clusters Score -773658.9 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -775169.750000 Penalty: 4315.785645
	Iteration 1F: 3 clusters Score -775169.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -775657.812500 Penalty: 4315.785645
	Iteration 2F: 3 clusters Score -775657.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -776237.250000 Penalty: 4315.785645
	Iteration 3F: 3 clusters Score -776237.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -776986.062500 Penalty: 4315.785645
	Iteration 4F: 3 clusters Score -776986.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -777585.312500 Penalty: 4315.785645
	Iteration 5F: 3 clusters Score -777585.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -777928.312500 Penalty: 4315.785645
	Iteration 6F: 3 clusters Score -777928.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -778143.437500 Penalty: 4315.785645
	Iteration 7Q: 3 clusters Score -778143.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -778242.812500 Penalty: 4315.785645
	Iteration 8Q: 3 clusters Score -778242.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -778299.500000 Penalty: 4315.785645
	Iteration 9Q: 3 clusters Score -778299.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -778346.000000 Penalty: 4315.785645
	Iteration 10Q: 3 clusters Score -778346 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -778376.875000 Penalty: 4315.785645
	Iteration 11Q: 3 clusters Score -778376.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -778406.437500 Penalty: 4315.785645
	Iteration 12Q: 3 clusters Score -778406.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -778433.812500 Penalty: 4315.785645
	Iteration 13Q: 3 clusters Score -778433.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -778458.187500 Penalty: 4315.785645
	Iteration 14Q: 3 clusters Score -778458.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -778472.437500 Penalty: 4315.785645
	Iteration 15Q: 3 clusters Score -778472.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -778487.937500 Penalty: 4315.785645
	Iteration 16Q: 3 clusters Score -778487.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -778498.437500 Penalty: 4315.785645
	Iteration 17Q: 3 clusters Score -778498.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -778513.250000 Penalty: 4315.785645
	Iteration 18Q: 3 clusters Score -778513.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -778521.312500 Penalty: 4315.785645
	Iteration 19Q: 3 clusters Score -778521.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -778525.187500 Penalty: 4315.785645
	Iteration 20F: 3 clusters Score -778525.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -778529.062500 Penalty: 4315.785645
	Iteration 21Q: 3 clusters Score -778529.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -778533.812500 Penalty: 4315.785645
	Iteration 22Q: 3 clusters Score -778533.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -778535.000000 Penalty: 4315.785645
	Iteration 23Q: 3 clusters Score -778535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -778534.937500 Penalty: 4315.785645
	Iteration 24Q: 3 clusters Score -778534.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -778536.062500 Penalty: 4315.785645
	Iteration 25Q: 3 clusters Score -778536.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -778536.062500 Penalty: 4315.785645
	Iteration 26F: 3 clusters Score -778536.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Entering Unmasked Estep 
Score: -374231.968750 Penalty: 2008.840088
	Iteration 0F: 2 clusters Score -374232 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 1633 members 
Entering Unmasked Estep 
Score: -371365.843750 Penalty: 4017.680176
	Iteration 0F: 3 clusters Score -371365.8 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -378865.187500 Penalty: 4017.680176
	Iteration 1F: 3 clusters Score -378865.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -383276.906250 Penalty: 4017.680176
	Iteration 2F: 3 clusters Score -383276.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -384549.656250 Penalty: 4017.680176
	Iteration 3F: 3 clusters Score -384549.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -385901.750000 Penalty: 4017.680176
	Iteration 4Q: 3 clusters Score -385901.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -386315.062500 Penalty: 4017.680176
	Iteration 5Q: 3 clusters Score -386315.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -386461.687500 Penalty: 4017.680176
	Iteration 6Q: 3 clusters Score -386461.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -386480.812500 Penalty: 4017.680176
	Iteration 7Q: 3 clusters Score -386480.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -386497.375000 Penalty: 4017.680176
	Iteration 8Q: 3 clusters Score -386497.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -386506.062500 Penalty: 4017.680176
	Iteration 9F: 3 clusters Score -386506.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -386542.843750 Penalty: 4017.680176
	Iteration 10Q: 3 clusters Score -386542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -386546.312500 Penalty: 4017.680176
	Iteration 11Q: 3 clusters Score -386546.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -386548.093750 Penalty: 4017.680176
	Iteration 12Q: 3 clusters Score -386548.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -386548.093750 Penalty: 4017.680176
	Iteration 13F: 3 clusters Score -386548.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 112546 members 
Mstep: Class 2 contains 18869 members 
Mstep: Class 3 contains 23333 members 
Mstep: Class 4 contains 1996 members 
Mstep: Class 5 contains 23535 members 
Mstep: Class 6 contains 40049 members 
Mstep: Class 7 contains 167216 members 
Mstep: Class 8 contains 23705 members 
Mstep: Class 9 contains 15621 members 
Mstep: Class 10 contains 14754 members 
Mstep: Class 11 contains 6010 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 14 contains 45553 members 
Mstep: Class 15 contains 123414 members 
Mstep: Class 16 contains 13713 members 
Mstep: Class 17 contains 19107 members 
Mstep: Class 18 contains 6822 members 
Mstep: Class 19 contains 93801 members 
Mstep: Class 20 contains 6888 members 
Mstep: Class 21 contains 829 members 
Entering Unmasked Estep 
Score: -100812872.000000 Penalty: 70546.562500
Splitting cluster 13 changes total score from -100799128.000000 to -100812872.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 14 (45553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Entering Unmasked Estep 
Score: -5864661.500000 Penalty: 2660.204834
	Iteration 0F: 2 clusters Score -5864662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -5834149.000000 Penalty: 5320.409668
	Iteration 0F: 3 clusters Score -5834149 nChanged 20821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -5845975.000000 Penalty: 5320.409668
	Iteration 1F: 3 clusters Score -5845975 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -5847149.500000 Penalty: 5320.409668
	Iteration 2F: 3 clusters Score -5847150 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -5848565.000000 Penalty: 5320.409668
	Iteration 3F: 3 clusters Score -5848565 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -5850511.000000 Penalty: 5320.409668
	Iteration 4F: 3 clusters Score -5850511 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -5853054.500000 Penalty: 5320.409668
	Iteration 5F: 3 clusters Score -5853054 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -5855813.000000 Penalty: 5320.409668
	Iteration 6F: 3 clusters Score -5855813 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -5858017.500000 Penalty: 5320.409668
	Iteration 7F: 3 clusters Score -5858018 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -5859880.500000 Penalty: 5320.409668
	Iteration 8F: 3 clusters Score -5859880 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -5861443.500000 Penalty: 5320.409668
	Iteration 9Q: 3 clusters Score -5861444 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -5862919.500000 Penalty: 5320.409668
	Iteration 10Q: 3 clusters Score -5862920 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -5864234.000000 Penalty: 5320.409668
	Iteration 11Q: 3 clusters Score -5864234 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -5865487.000000 Penalty: 5320.409668
	Iteration 12Q: 3 clusters Score -5865487 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -5866584.500000 Penalty: 5320.409668
	Iteration 13Q: 3 clusters Score -5866584 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -5867487.500000 Penalty: 5320.409668
	Iteration 14Q: 3 clusters Score -5867488 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -5868212.000000 Penalty: 5320.409668
	Iteration 15Q: 3 clusters Score -5868212 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -5868765.000000 Penalty: 5320.409668
	Iteration 16Q: 3 clusters Score -5868765 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -5869217.000000 Penalty: 5320.409668
	Iteration 17Q: 3 clusters Score -5869217 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -5869498.500000 Penalty: 5320.409668
	Iteration 18Q: 3 clusters Score -5869498 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -5869637.000000 Penalty: 5320.409668
	Iteration 19Q: 3 clusters Score -5869637 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -5869689.000000 Penalty: 5320.409668
	Iteration 20F: 3 clusters Score -5869689 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -5869686.000000 Penalty: 5320.409668
	Iteration 21Q: 3 clusters Score -5869686 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -5869730.500000 Penalty: 5320.409668
	Iteration 22Q: 3 clusters Score -5869730 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -5869783.500000 Penalty: 5320.409668
	Iteration 23Q: 3 clusters Score -5869784 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -5869789.500000 Penalty: 5320.409668
	Iteration 24Q: 3 clusters Score -5869790 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -5869806.000000 Penalty: 5320.409668
	Iteration 25Q: 3 clusters Score -5869806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -5869813.000000 Penalty: 5320.409668
	Iteration 26Q: 3 clusters Score -5869813 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -5869807.000000 Penalty: 5320.409668
	Iteration 27Q: 3 clusters Score -5869807 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -5869822.500000 Penalty: 5320.409668
	Iteration 28Q: 3 clusters Score -5869822 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -5869826.000000 Penalty: 5320.409668
	Iteration 29Q: 3 clusters Score -5869826 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -5869837.000000 Penalty: 5320.409668
	Iteration 30Q: 3 clusters Score -5869837 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -5869837.000000 Penalty: 5320.409668
	Iteration 31Q: 3 clusters Score -5869837 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -5869862.500000 Penalty: 5320.409668
	Iteration 32Q: 3 clusters Score -5869862 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -5869883.500000 Penalty: 5320.409668
	Iteration 33Q: 3 clusters Score -5869884 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -5869883.000000 Penalty: 5320.409668
	Iteration 34Q: 3 clusters Score -5869883 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -5869899.000000 Penalty: 5320.409668
	Iteration 35Q: 3 clusters Score -5869899 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -5869898.500000 Penalty: 5320.409668
	Iteration 36Q: 3 clusters Score -5869898 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -5869915.000000 Penalty: 5320.409668
	Iteration 37Q: 3 clusters Score -5869915 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -5869913.500000 Penalty: 5320.409668
	Iteration 38Q: 3 clusters Score -5869914 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -5869932.500000 Penalty: 5320.409668
	Iteration 39Q: 3 clusters Score -5869932 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -5869950.000000 Penalty: 5320.409668
	Iteration 40F: 3 clusters Score -5869950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -5869957.000000 Penalty: 5320.409668
	Iteration 41Q: 3 clusters Score -5869957 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -5869956.000000 Penalty: 5320.409668
	Iteration 42Q: 3 clusters Score -5869956 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -5869959.000000 Penalty: 5320.409668
	Iteration 43Q: 3 clusters Score -5869959 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -5869959.500000 Penalty: 5320.409668
	Iteration 44Q: 3 clusters Score -5869960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -5869983.000000 Penalty: 5320.409668
	Iteration 45Q: 3 clusters Score -5869983 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -5869968.000000 Penalty: 5320.409668
	Iteration 46Q: 3 clusters Score -5869968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -5869978.500000 Penalty: 5320.409668
	Iteration 47Q: 3 clusters Score -5869978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -5869975.000000 Penalty: 5320.409668
	Iteration 48Q: 3 clusters Score -5869975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -5869972.000000 Penalty: 5320.409668
	Iteration 49Q: 3 clusters Score -5869972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -5869969.500000 Penalty: 5320.409668
	Iteration 50Q: 3 clusters Score -5869970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -5869956.500000 Penalty: 5320.409668
	Iteration 51Q: 3 clusters Score -5869956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -5869959.500000 Penalty: 5320.409668
	Iteration 52Q: 3 clusters Score -5869960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -5869957.500000 Penalty: 5320.409668
	Iteration 53Q: 3 clusters Score -5869958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -5869959.500000 Penalty: 5320.409668
	Iteration 54Q: 3 clusters Score -5869960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -5869958.000000 Penalty: 5320.409668
	Iteration 55Q: 3 clusters Score -5869958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -5869969.000000 Penalty: 5320.409668
	Iteration 56Q: 3 clusters Score -5869969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -5869970.500000 Penalty: 5320.409668
	Iteration 57Q: 3 clusters Score -5869970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -5869972.500000 Penalty: 5320.409668
	Iteration 58Q: 3 clusters Score -5869972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -5869966.500000 Penalty: 5320.409668
	Iteration 59Q: 3 clusters Score -5869966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -5869969.500000 Penalty: 5320.409668
	Iteration 60F: 3 clusters Score -5869970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -5869971.000000 Penalty: 5320.409668
	Iteration 61Q: 3 clusters Score -5869971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -5869969.500000 Penalty: 5320.409668
	Iteration 62Q: 3 clusters Score -5869970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -5869972.000000 Penalty: 5320.409668
	Iteration 63Q: 3 clusters Score -5869972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -5869970.500000 Penalty: 5320.409668
	Iteration 64Q: 3 clusters Score -5869970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -5869970.500000 Penalty: 5320.409668
	Iteration 65Q: 3 clusters Score -5869970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -5869972.500000 Penalty: 5320.409668
	Iteration 66Q: 3 clusters Score -5869972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -5869970.000000 Penalty: 5320.409668
	Iteration 67Q: 3 clusters Score -5869970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -5869971.500000 Penalty: 5320.409668
	Iteration 68Q: 3 clusters Score -5869972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -5869972.000000 Penalty: 5320.409668
	Iteration 69Q: 3 clusters Score -5869972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -5869973.000000 Penalty: 5320.409668
	Iteration 70Q: 3 clusters Score -5869973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -5869966.500000 Penalty: 5320.409668
	Iteration 71Q: 3 clusters Score -5869966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -5869970.500000 Penalty: 5320.409668
	Iteration 72Q: 3 clusters Score -5869970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -5869973.000000 Penalty: 5320.409668
	Iteration 73Q: 3 clusters Score -5869973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -5869971.000000 Penalty: 5320.409668
	Iteration 74Q: 3 clusters Score -5869971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -5869971.000000 Penalty: 5320.409668
	Iteration 75F: 3 clusters Score -5869971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 112546 members 
Mstep: Class 2 contains 18869 members 
Mstep: Class 3 contains 23333 members 
Mstep: Class 4 contains 1996 members 
Mstep: Class 5 contains 23535 members 
Mstep: Class 6 contains 40049 members 
Mstep: Class 7 contains 167216 members 
Mstep: Class 8 contains 23705 members 
Mstep: Class 9 contains 15621 members 
Mstep: Class 10 contains 14754 members 
Mstep: Class 11 contains 6010 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 14 contains 28102 members 
Mstep: Class 15 contains 123414 members 
Mstep: Class 16 contains 13713 members 
Mstep: Class 17 contains 19107 members 
Mstep: Class 18 contains 6822 members 
Mstep: Class 19 contains 93801 members 
Mstep: Class 20 contains 6888 members 
Mstep: Class 21 contains 829 members 
Mstep: Class 22 contains 17451 members 
Entering Unmasked Estep 
Score: -100817624.000000 Penalty: 73905.921875
Splitting cluster 14 changes total score from -100799128.000000 to -100817624.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (123414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123414 members 
Entering Unmasked Estep 
Score: -16472951.000000 Penalty: 2907.378418
	Iteration 0F: 2 clusters Score -1.647295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -16390969.000000 Penalty: 5814.756836
	Iteration 0F: 3 clusters Score -1.639097e+07 nChanged 58340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 59155 members 
Entering Unmasked Estep 
Score: -16425479.000000 Penalty: 5814.756836
	Iteration 1F: 3 clusters Score -1.642548e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65541 members 
Mstep: Class 2 contains 57873 members 
Entering Unmasked Estep 
Score: -16427193.000000 Penalty: 5814.756836
	Iteration 2Q: 3 clusters Score -1.642719e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67409 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -16429604.000000 Penalty: 5814.756836
	Iteration 3Q: 3 clusters Score -1.64296e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69997 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -16432749.000000 Penalty: 5814.756836
	Iteration 4F: 3 clusters Score -1.643275e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -16436604.000000 Penalty: 5814.756836
	Iteration 5F: 3 clusters Score -1.64366e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76889 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -16441541.000000 Penalty: 5814.756836
	Iteration 6F: 3 clusters Score -1.644154e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80644 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -16447502.000000 Penalty: 5814.756836
	Iteration 7F: 3 clusters Score -1.64475e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83757 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -16453442.000000 Penalty: 5814.756836
	Iteration 8F: 3 clusters Score -1.645344e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85856 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -16459340.000000 Penalty: 5814.756836
	Iteration 9F: 3 clusters Score -1.645934e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87118 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -16464750.000000 Penalty: 5814.756836
	Iteration 10Q: 3 clusters Score -1.646475e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87540 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -16468336.000000 Penalty: 5814.756836
	Iteration 11Q: 3 clusters Score -1.646834e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87487 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -16470359.000000 Penalty: 5814.756836
	Iteration 12Q: 3 clusters Score -1.647036e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87252 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -16471498.000000 Penalty: 5814.756836
	Iteration 13Q: 3 clusters Score -1.64715e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -16472559.000000 Penalty: 5814.756836
	Iteration 14Q: 3 clusters Score -1.647256e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86570 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -16473223.000000 Penalty: 5814.756836
	Iteration 15Q: 3 clusters Score -1.647322e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -16473830.000000 Penalty: 5814.756836
	Iteration 16Q: 3 clusters Score -1.647383e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85788 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -16474314.000000 Penalty: 5814.756836
	Iteration 17Q: 3 clusters Score -1.647431e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85348 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -16474726.000000 Penalty: 5814.756836
	Iteration 18Q: 3 clusters Score -1.647473e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -16475318.000000 Penalty: 5814.756836
	Iteration 19Q: 3 clusters Score -1.647532e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -16475812.000000 Penalty: 5814.756836
	Iteration 20F: 3 clusters Score -1.647581e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83534 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -16476356.000000 Penalty: 5814.756836
	Iteration 21Q: 3 clusters Score -1.647636e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82485 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -16477039.000000 Penalty: 5814.756836
	Iteration 22Q: 3 clusters Score -1.647704e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81140 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -16477772.000000 Penalty: 5814.756836
	Iteration 23Q: 3 clusters Score -1.647777e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79597 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -16478793.000000 Penalty: 5814.756836
	Iteration 24Q: 3 clusters Score -1.647879e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77875 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -16479668.000000 Penalty: 5814.756836
	Iteration 25Q: 3 clusters Score -1.647967e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76149 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -16480546.000000 Penalty: 5814.756836
	Iteration 26Q: 3 clusters Score -1.648055e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74390 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -16481325.000000 Penalty: 5814.756836
	Iteration 27Q: 3 clusters Score -1.648132e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72747 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -16481905.000000 Penalty: 5814.756836
	Iteration 28Q: 3 clusters Score -1.64819e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71366 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -16482309.000000 Penalty: 5814.756836
	Iteration 29Q: 3 clusters Score -1.648231e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70174 members 
Mstep: Class 2 contains 53240 members 
Entering Unmasked Estep 
Score: -16482544.000000 Penalty: 5814.756836
	Iteration 30Q: 3 clusters Score -1.648254e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69143 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -16482805.000000 Penalty: 5814.756836
	Iteration 31Q: 3 clusters Score -1.64828e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -16482987.000000 Penalty: 5814.756836
	Iteration 32Q: 3 clusters Score -1.648299e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67478 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -16483132.000000 Penalty: 5814.756836
	Iteration 33Q: 3 clusters Score -1.648313e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66758 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -16483263.000000 Penalty: 5814.756836
	Iteration 34Q: 3 clusters Score -1.648326e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66070 members 
Mstep: Class 2 contains 57344 members 
Entering Unmasked Estep 
Score: -16483368.000000 Penalty: 5814.756836
	Iteration 35Q: 3 clusters Score -1.648337e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65431 members 
Mstep: Class 2 contains 57983 members 
Entering Unmasked Estep 
Score: -16483554.000000 Penalty: 5814.756836
	Iteration 36Q: 3 clusters Score -1.648355e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64849 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -16483560.000000 Penalty: 5814.756836
	Iteration 37Q: 3 clusters Score -1.648356e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64299 members 
Mstep: Class 2 contains 59115 members 
Entering Unmasked Estep 
Score: -16483638.000000 Penalty: 5814.756836
	Iteration 38Q: 3 clusters Score -1.648364e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 59641 members 
Entering Unmasked Estep 
Score: -16483680.000000 Penalty: 5814.756836
	Iteration 39Q: 3 clusters Score -1.648368e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 60144 members 
Entering Unmasked Estep 
Score: -16483817.000000 Penalty: 5814.756836
	Iteration 40F: 3 clusters Score -1.648382e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62734 members 
Mstep: Class 2 contains 60680 members 
Entering Unmasked Estep 
Score: -16484028.000000 Penalty: 5814.756836
	Iteration 41Q: 3 clusters Score -1.648403e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 61180 members 
Entering Unmasked Estep 
Score: -16484075.000000 Penalty: 5814.756836
	Iteration 42Q: 3 clusters Score -1.648408e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61681 members 
Mstep: Class 2 contains 61733 members 
Entering Unmasked Estep 
Score: -16484188.000000 Penalty: 5814.756836
	Iteration 43Q: 3 clusters Score -1.648419e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -16484400.000000 Penalty: 5814.756836
	Iteration 44Q: 3 clusters Score -1.64844e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -16484702.000000 Penalty: 5814.756836
	Iteration 45Q: 3 clusters Score -1.64847e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -16485139.000000 Penalty: 5814.756836
	Iteration 46Q: 3 clusters Score -1.648514e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -16485551.000000 Penalty: 5814.756836
	Iteration 47Q: 3 clusters Score -1.648555e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -16485777.000000 Penalty: 5814.756836
	Iteration 48Q: 3 clusters Score -1.648578e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -16485992.000000 Penalty: 5814.756836
	Iteration 49Q: 3 clusters Score -1.648599e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57052 members 
Mstep: Class 2 contains 66362 members 
Entering Unmasked Estep 
Score: -16486115.000000 Penalty: 5814.756836
	Iteration 50Q: 3 clusters Score -1.648612e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56557 members 
Mstep: Class 2 contains 66857 members 
Entering Unmasked Estep 
Score: -16486240.000000 Penalty: 5814.756836
	Iteration 51Q: 3 clusters Score -1.648624e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56130 members 
Mstep: Class 2 contains 67284 members 
Entering Unmasked Estep 
Score: -16486333.000000 Penalty: 5814.756836
	Iteration 52Q: 3 clusters Score -1.648633e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -16486370.000000 Penalty: 5814.756836
	Iteration 53Q: 3 clusters Score -1.648637e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 68007 members 
Entering Unmasked Estep 
Score: -16486443.000000 Penalty: 5814.756836
	Iteration 54Q: 3 clusters Score -1.648644e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 68282 members 
Entering Unmasked Estep 
Score: -16486454.000000 Penalty: 5814.756836
	Iteration 55Q: 3 clusters Score -1.648645e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 68521 members 
Entering Unmasked Estep 
Score: -16486481.000000 Penalty: 5814.756836
	Iteration 56Q: 3 clusters Score -1.648648e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -16486495.000000 Penalty: 5814.756836
	Iteration 57Q: 3 clusters Score -1.64865e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 68938 members 
Entering Unmasked Estep 
Score: -16486508.000000 Penalty: 5814.756836
	Iteration 58Q: 3 clusters Score -1.648651e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -16486515.000000 Penalty: 5814.756836
	Iteration 59Q: 3 clusters Score -1.648652e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 69235 members 
Entering Unmasked Estep 
Score: -16486495.000000 Penalty: 5814.756836
	Iteration 60F: 3 clusters Score -1.64865e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 69344 members 
Entering Unmasked Estep 
Score: -16486509.000000 Penalty: 5814.756836
	Iteration 61Q: 3 clusters Score -1.648651e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 69452 members 
Entering Unmasked Estep 
Score: -16486506.000000 Penalty: 5814.756836
	Iteration 62Q: 3 clusters Score -1.648651e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 69528 members 
Entering Unmasked Estep 
Score: -16486535.000000 Penalty: 5814.756836
	Iteration 63Q: 3 clusters Score -1.648654e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 69585 members 
Entering Unmasked Estep 
Score: -16486510.000000 Penalty: 5814.756836
	Iteration 64Q: 3 clusters Score -1.648651e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 69632 members 
Entering Unmasked Estep 
Score: -16486534.000000 Penalty: 5814.756836
	Iteration 65Q: 3 clusters Score -1.648653e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
Score: -16486527.000000 Penalty: 5814.756836
	Iteration 66Q: 3 clusters Score -1.648653e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 69686 members 
Entering Unmasked Estep 
Score: -16486516.000000 Penalty: 5814.756836
	Iteration 67Q: 3 clusters Score -1.648652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -16486517.000000 Penalty: 5814.756836
	Iteration 68Q: 3 clusters Score -1.648652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 69720 members 
Entering Unmasked Estep 
Score: -16486511.000000 Penalty: 5814.756836
	Iteration 69Q: 3 clusters Score -1.648651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 69733 members 
Entering Unmasked Estep 
Score: -16486523.000000 Penalty: 5814.756836
	Iteration 70Q: 3 clusters Score -1.648652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 69743 members 
Entering Unmasked Estep 
Score: -16486520.000000 Penalty: 5814.756836
	Iteration 71Q: 3 clusters Score -1.648652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 69753 members 
Entering Unmasked Estep 
Score: -16486528.000000 Penalty: 5814.756836
	Iteration 72Q: 3 clusters Score -1.648653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
Score: -16486527.000000 Penalty: 5814.756836
	Iteration 73Q: 3 clusters Score -1.648653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53652 members 
Mstep: Class 2 contains 69762 members 
Entering Unmasked Estep 
Score: -16486522.000000 Penalty: 5814.756836
	Iteration 74Q: 3 clusters Score -1.648652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 69764 members 
Entering Unmasked Estep 
Score: -16486518.000000 Penalty: 5814.756836
	Iteration 75Q: 3 clusters Score -1.648652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
Score: -16486521.000000 Penalty: 5814.756836
	Iteration 76Q: 3 clusters Score -1.648652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
Score: -16486521.000000 Penalty: 5814.756836
	Iteration 77F: 3 clusters Score -1.648652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 112546 members 
Mstep: Class 2 contains 18869 members 
Mstep: Class 3 contains 23333 members 
Mstep: Class 4 contains 1996 members 
Mstep: Class 5 contains 23535 members 
Mstep: Class 6 contains 40049 members 
Mstep: Class 7 contains 167216 members 
Mstep: Class 8 contains 23705 members 
Mstep: Class 9 contains 15621 members 
Mstep: Class 10 contains 14754 members 
Mstep: Class 11 contains 6010 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 14 contains 28102 members 
Mstep: Class 15 contains 53649 members 
Mstep: Class 16 contains 13713 members 
Mstep: Class 17 contains 19107 members 
Mstep: Class 18 contains 6822 members 
Mstep: Class 19 contains 93801 members 
Mstep: Class 20 contains 6888 members 
Mstep: Class 21 contains 829 members 
Mstep: Class 22 contains 17451 members 
Mstep: Class 23 contains 69765 members 
Entering Unmasked Estep 
Score: -100830080.000000 Penalty: 77265.281250
Splitting cluster 15 changes total score from -100799128.000000 to -100830080.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (13713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Entering Unmasked Estep 
Score: -1853722.250000 Penalty: 2362.472656
	Iteration 0F: 2 clusters Score -1853722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1843791.500000 Penalty: 4724.945312
	Iteration 0F: 3 clusters Score -1843792 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1847773.375000 Penalty: 4724.945312
	Iteration 1F: 3 clusters Score -1847773 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1849430.125000 Penalty: 4724.945312
	Iteration 2F: 3 clusters Score -1849430 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1850975.500000 Penalty: 4724.945312
	Iteration 3F: 3 clusters Score -1850976 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1852247.875000 Penalty: 4724.945312
	Iteration 4F: 3 clusters Score -1852248 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1853457.375000 Penalty: 4724.945312
	Iteration 5F: 3 clusters Score -1853457 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1854462.250000 Penalty: 4724.945312
	Iteration 6F: 3 clusters Score -1854462 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1855143.125000 Penalty: 4724.945312
	Iteration 7Q: 3 clusters Score -1855143 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1855524.500000 Penalty: 4724.945312
	Iteration 8Q: 3 clusters Score -1855524 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1855674.250000 Penalty: 4724.945312
	Iteration 9Q: 3 clusters Score -1855674 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1855717.125000 Penalty: 4724.945312
	Iteration 10Q: 3 clusters Score -1855717 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1855733.750000 Penalty: 4724.945312
	Iteration 11Q: 3 clusters Score -1855734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1855740.375000 Penalty: 4724.945312
	Iteration 12Q: 3 clusters Score -1855740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1855748.625000 Penalty: 4724.945312
	Iteration 13Q: 3 clusters Score -1855749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1855757.500000 Penalty: 4724.945312
	Iteration 14Q: 3 clusters Score -1855758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1855758.625000 Penalty: 4724.945312
	Iteration 15Q: 3 clusters Score -1855759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1855758.375000 Penalty: 4724.945312
	Iteration 16Q: 3 clusters Score -1855758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1855760.125000 Penalty: 4724.945312
	Iteration 17Q: 3 clusters Score -1855760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1855760.750000 Penalty: 4724.945312
	Iteration 18Q: 3 clusters Score -1855761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1855763.125000 Penalty: 4724.945312
	Iteration 19Q: 3 clusters Score -1855763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1855762.250000 Penalty: 4724.945312
	Iteration 20F: 3 clusters Score -1855762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1855767.250000 Penalty: 4724.945312
	Iteration 21Q: 3 clusters Score -1855767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1855766.750000 Penalty: 4724.945312
	Iteration 22Q: 3 clusters Score -1855767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1855767.750000 Penalty: 4724.945312
	Iteration 23Q: 3 clusters Score -1855768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1855768.875000 Penalty: 4724.945312
	Iteration 24Q: 3 clusters Score -1855769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1855767.500000 Penalty: 4724.945312
	Iteration 25Q: 3 clusters Score -1855768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1855767.500000 Penalty: 4724.945312
	Iteration 26F: 3 clusters Score -1855768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 112546 members 
Mstep: Class 2 contains 18869 members 
Mstep: Class 3 contains 23333 members 
Mstep: Class 4 contains 1996 members 
Mstep: Class 5 contains 23535 members 
Mstep: Class 6 contains 40049 members 
Mstep: Class 7 contains 167216 members 
Mstep: Class 8 contains 23705 members 
Mstep: Class 9 contains 15621 members 
Mstep: Class 10 contains 14754 members 
Mstep: Class 11 contains 6010 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 14 contains 28102 members 
Mstep: Class 15 contains 53649 members 
Mstep: Class 16 contains 11707 members 
Mstep: Class 17 contains 19107 members 
Mstep: Class 18 contains 6822 members 
Mstep: Class 19 contains 93801 members 
Mstep: Class 20 contains 6888 members 
Mstep: Class 21 contains 829 members 
Mstep: Class 22 contains 17451 members 
Mstep: Class 23 contains 69765 members 
Mstep: Class 24 contains 2006 members 
Entering Unmasked Estep 
Score: -100830808.000000 Penalty: 80624.640625
Splitting cluster 16 changes total score from -100799128.000000 to -100830808.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (19107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Entering Unmasked Estep 
Score: -2498860.500000 Penalty: 2444.736816
	Iteration 0F: 2 clusters Score -2498860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2485399.000000 Penalty: 4889.473633
	Iteration 0F: 3 clusters Score -2485399 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2490232.250000 Penalty: 4889.473633
	Iteration 1F: 3 clusters Score -2490232 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2491219.500000 Penalty: 4889.473633
	Iteration 2F: 3 clusters Score -2491220 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2492935.750000 Penalty: 4889.473633
	Iteration 3F: 3 clusters Score -2492936 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2496364.000000 Penalty: 4889.473633
	Iteration 4F: 3 clusters Score -2496364 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2500246.000000 Penalty: 4889.473633
	Iteration 5F: 3 clusters Score -2500246 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2502150.250000 Penalty: 4889.473633
	Iteration 6F: 3 clusters Score -2502150 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2502964.250000 Penalty: 4889.473633
	Iteration 7F: 3 clusters Score -2502964 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2503400.000000 Penalty: 4889.473633
	Iteration 8Q: 3 clusters Score -2503400 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2503755.000000 Penalty: 4889.473633
	Iteration 9Q: 3 clusters Score -2503755 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2504106.500000 Penalty: 4889.473633
	Iteration 10Q: 3 clusters Score -2504106 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2504449.000000 Penalty: 4889.473633
	Iteration 11Q: 3 clusters Score -2504449 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2504831.500000 Penalty: 4889.473633
	Iteration 12Q: 3 clusters Score -2504832 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2505194.000000 Penalty: 4889.473633
	Iteration 13Q: 3 clusters Score -2505194 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2505613.500000 Penalty: 4889.473633
	Iteration 14Q: 3 clusters Score -2505614 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2506086.250000 Penalty: 4889.473633
	Iteration 15Q: 3 clusters Score -2506086 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2506522.000000 Penalty: 4889.473633
	Iteration 16Q: 3 clusters Score -2506522 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2506678.750000 Penalty: 4889.473633
	Iteration 17Q: 3 clusters Score -2506679 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2506796.000000 Penalty: 4889.473633
	Iteration 18Q: 3 clusters Score -2506796 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2506893.000000 Penalty: 4889.473633
	Iteration 19Q: 3 clusters Score -2506893 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2506990.750000 Penalty: 4889.473633
	Iteration 20F: 3 clusters Score -2506991 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2507073.000000 Penalty: 4889.473633
	Iteration 21Q: 3 clusters Score -2507073 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2507131.250000 Penalty: 4889.473633
	Iteration 22Q: 3 clusters Score -2507131 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2507179.000000 Penalty: 4889.473633
	Iteration 23Q: 3 clusters Score -2507179 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2507211.250000 Penalty: 4889.473633
	Iteration 24Q: 3 clusters Score -2507211 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2507229.750000 Penalty: 4889.473633
	Iteration 25Q: 3 clusters Score -2507230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2507248.750000 Penalty: 4889.473633
	Iteration 26Q: 3 clusters Score -2507249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2507254.250000 Penalty: 4889.473633
	Iteration 27Q: 3 clusters Score -2507254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2507257.500000 Penalty: 4889.473633
	Iteration 28Q: 3 clusters Score -2507258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2507253.750000 Penalty: 4889.473633
	Iteration 29Q: 3 clusters Score -2507254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2507259.250000 Penalty: 4889.473633
	Iteration 30Q: 3 clusters Score -2507259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2507261.750000 Penalty: 4889.473633
	Iteration 31Q: 3 clusters Score -2507262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2507259.500000 Penalty: 4889.473633
	Iteration 32Q: 3 clusters Score -2507260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2507259.500000 Penalty: 4889.473633
	Iteration 33F: 3 clusters Score -2507260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 112546 members 
Mstep: Class 2 contains 18869 members 
Mstep: Class 3 contains 23333 members 
Mstep: Class 4 contains 1996 members 
Mstep: Class 5 contains 23535 members 
Mstep: Class 6 contains 40049 members 
Mstep: Class 7 contains 167216 members 
Mstep: Class 8 contains 23705 members 
Mstep: Class 9 contains 15621 members 
Mstep: Class 10 contains 14754 members 
Mstep: Class 11 contains 6010 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 14 contains 28102 members 
Mstep: Class 15 contains 53649 members 
Mstep: Class 16 contains 11707 members 
Mstep: Class 17 contains 4132 members 
Mstep: Class 18 contains 6822 members 
Mstep: Class 19 contains 93801 members 
Mstep: Class 20 contains 6888 members 
Mstep: Class 21 contains 829 members 
Mstep: Class 22 contains 17451 members 
Mstep: Class 23 contains 69765 members 
Mstep: Class 24 contains 2006 members 
Mstep: Class 25 contains 14975 members 
Entering Unmasked Estep 
Score: -100838584.000000 Penalty: 83984.000000
Splitting cluster 17 changes total score from -100799128.000000 to -100838584.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (6822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Entering Unmasked Estep 
Score: -840747.500000 Penalty: 2189.321045
	Iteration 0F: 2 clusters Score -840747.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -835239.812500 Penalty: 4378.642090
	Iteration 0F: 3 clusters Score -835239.8 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -838099.812500 Penalty: 4378.642090
	Iteration 1F: 3 clusters Score -838099.8 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -840416.062500 Penalty: 4378.642090
	Iteration 2F: 3 clusters Score -840416.1 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -841666.125000 Penalty: 4378.642090
	Iteration 3F: 3 clusters Score -841666.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -841964.250000 Penalty: 4378.642090
	Iteration 4F: 3 clusters Score -841964.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -842085.250000 Penalty: 4378.642090
	Iteration 5Q: 3 clusters Score -842085.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -842158.687500 Penalty: 4378.642090
	Iteration 6Q: 3 clusters Score -842158.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -842192.187500 Penalty: 4378.642090
	Iteration 7Q: 3 clusters Score -842192.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -842217.062500 Penalty: 4378.642090
	Iteration 8Q: 3 clusters Score -842217.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -842231.625000 Penalty: 4378.642090
	Iteration 9Q: 3 clusters Score -842231.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -842246.937500 Penalty: 4378.642090
	Iteration 10Q: 3 clusters Score -842246.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -842254.625000 Penalty: 4378.642090
	Iteration 11Q: 3 clusters Score -842254.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -842260.750000 Penalty: 4378.642090
	Iteration 12Q: 3 clusters Score -842260.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -842265.500000 Penalty: 4378.642090
	Iteration 13Q: 3 clusters Score -842265.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -842268.000000 Penalty: 4378.642090
	Iteration 14Q: 3 clusters Score -842268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -842270.750000 Penalty: 4378.642090
	Iteration 15Q: 3 clusters Score -842270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -842271.312500 Penalty: 4378.642090
	Iteration 16Q: 3 clusters Score -842271.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -842272.375000 Penalty: 4378.642090
	Iteration 17Q: 3 clusters Score -842272.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -842273.062500 Penalty: 4378.642090
	Iteration 18Q: 3 clusters Score -842273.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -842272.625000 Penalty: 4378.642090
	Iteration 19Q: 3 clusters Score -842272.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -842271.937500 Penalty: 4378.642090
	Iteration 20F: 3 clusters Score -842271.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -842272.437500 Penalty: 4378.642090
	Iteration 21Q: 3 clusters Score -842272.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -842273.437500 Penalty: 4378.642090
	Iteration 22Q: 3 clusters Score -842273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -842275.500000 Penalty: 4378.642090
	Iteration 23Q: 3 clusters Score -842275.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -842275.187500 Penalty: 4378.642090
	Iteration 24Q: 3 clusters Score -842275.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -842275.000000 Penalty: 4378.642090
	Iteration 25Q: 3 clusters Score -842275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -842274.812500 Penalty: 4378.642090
	Iteration 26Q: 3 clusters Score -842274.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -842274.562500 Penalty: 4378.642090
	Iteration 27Q: 3 clusters Score -842274.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -842276.250000 Penalty: 4378.642090
	Iteration 28Q: 3 clusters Score -842276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -842277.062500 Penalty: 4378.642090
	Iteration 29Q: 3 clusters Score -842277.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -842278.875000 Penalty: 4378.642090
	Iteration 30Q: 3 clusters Score -842278.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -842279.437500 Penalty: 4378.642090
	Iteration 31Q: 3 clusters Score -842279.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -842280.500000 Penalty: 4378.642090
	Iteration 32Q: 3 clusters Score -842280.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -842280.062500 Penalty: 4378.642090
	Iteration 33Q: 3 clusters Score -842280.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -842279.812500 Penalty: 4378.642090
	Iteration 34Q: 3 clusters Score -842279.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -842283.062500 Penalty: 4378.642090
	Iteration 35Q: 3 clusters Score -842283.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -842282.625000 Penalty: 4378.642090
	Iteration 36Q: 3 clusters Score -842282.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -842282.250000 Penalty: 4378.642090
	Iteration 37Q: 3 clusters Score -842282.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -842284.375000 Penalty: 4378.642090
	Iteration 38Q: 3 clusters Score -842284.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -842284.062500 Penalty: 4378.642090
	Iteration 39Q: 3 clusters Score -842284.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -842284.062500 Penalty: 4378.642090
	Iteration 40F: 3 clusters Score -842284.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 112546 members 
Mstep: Class 2 contains 18869 members 
Mstep: Class 3 contains 23333 members 
Mstep: Class 4 contains 1996 members 
Mstep: Class 5 contains 23535 members 
Mstep: Class 6 contains 40049 members 
Mstep: Class 7 contains 167216 members 
Mstep: Class 8 contains 23705 members 
Mstep: Class 9 contains 15621 members 
Mstep: Class 10 contains 14754 members 
Mstep: Class 11 contains 6010 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 14 contains 28102 members 
Mstep: Class 15 contains 53649 members 
Mstep: Class 16 contains 11707 members 
Mstep: Class 17 contains 4132 members 
Mstep: Class 18 contains 2701 members 
Mstep: Class 19 contains 93801 members 
Mstep: Class 20 contains 6888 members 
Mstep: Class 21 contains 829 members 
Mstep: Class 22 contains 17451 members 
Mstep: Class 23 contains 69765 members 
Mstep: Class 24 contains 2006 members 
Mstep: Class 25 contains 14975 members 
Mstep: Class 26 contains 4121 members 
Entering Unmasked Estep 
Score: -100839712.000000 Penalty: 87343.359375
Splitting cluster 18 changes total score from -100799128.000000 to -100839712.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (93801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93801 members 
Entering Unmasked Estep 
Score: -12734282.000000 Penalty: 2839.334717
	Iteration 0F: 2 clusters Score -1.273428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -12671600.000000 Penalty: 5678.669434
	Iteration 0F: 3 clusters Score -1.26716e+07 nChanged 44390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -12696808.000000 Penalty: 5678.669434
	Iteration 1F: 3 clusters Score -1.269681e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -12698055.000000 Penalty: 5678.669434
	Iteration 2Q: 3 clusters Score -1.269806e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -12699653.000000 Penalty: 5678.669434
	Iteration 3Q: 3 clusters Score -1.269965e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -12702202.000000 Penalty: 5678.669434
	Iteration 4F: 3 clusters Score -1.27022e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -12705665.000000 Penalty: 5678.669434
	Iteration 5F: 3 clusters Score -1.270566e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -12710220.000000 Penalty: 5678.669434
	Iteration 6F: 3 clusters Score -1.271022e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -12714573.000000 Penalty: 5678.669434
	Iteration 7F: 3 clusters Score -1.271457e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -12717806.000000 Penalty: 5678.669434
	Iteration 8F: 3 clusters Score -1.271781e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -12719647.000000 Penalty: 5678.669434
	Iteration 9Q: 3 clusters Score -1.271965e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -12720806.000000 Penalty: 5678.669434
	Iteration 10Q: 3 clusters Score -1.272081e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -12721462.000000 Penalty: 5678.669434
	Iteration 11Q: 3 clusters Score -1.272146e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -12722002.000000 Penalty: 5678.669434
	Iteration 12Q: 3 clusters Score -1.2722e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -12722527.000000 Penalty: 5678.669434
	Iteration 13Q: 3 clusters Score -1.272253e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -12723077.000000 Penalty: 5678.669434
	Iteration 14Q: 3 clusters Score -1.272308e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72373 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -12723727.000000 Penalty: 5678.669434
	Iteration 15Q: 3 clusters Score -1.272373e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -12724603.000000 Penalty: 5678.669434
	Iteration 16Q: 3 clusters Score -1.27246e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -12725576.000000 Penalty: 5678.669434
	Iteration 17Q: 3 clusters Score -1.272558e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79438 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -12726695.000000 Penalty: 5678.669434
	Iteration 18Q: 3 clusters Score -1.27267e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81655 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -12727735.000000 Penalty: 5678.669434
	Iteration 19Q: 3 clusters Score -1.272774e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83723 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -12728857.000000 Penalty: 5678.669434
	Iteration 20F: 3 clusters Score -1.272886e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85519 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -12729796.000000 Penalty: 5678.669434
	Iteration 21Q: 3 clusters Score -1.27298e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87014 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -12730575.000000 Penalty: 5678.669434
	Iteration 22Q: 3 clusters Score -1.273058e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88190 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -12731159.000000 Penalty: 5678.669434
	Iteration 23Q: 3 clusters Score -1.273116e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89092 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -12731622.000000 Penalty: 5678.669434
	Iteration 24Q: 3 clusters Score -1.273162e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -12731878.000000 Penalty: 5678.669434
	Iteration 25Q: 3 clusters Score -1.273188e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90240 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -12732115.000000 Penalty: 5678.669434
	Iteration 26Q: 3 clusters Score -1.273212e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90664 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -12732215.000000 Penalty: 5678.669434
	Iteration 27Q: 3 clusters Score -1.273222e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90948 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -12732349.000000 Penalty: 5678.669434
	Iteration 28Q: 3 clusters Score -1.273235e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91149 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -12732421.000000 Penalty: 5678.669434
	Iteration 29Q: 3 clusters Score -1.273242e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91312 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -12732432.000000 Penalty: 5678.669434
	Iteration 30Q: 3 clusters Score -1.273243e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91448 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -12732456.000000 Penalty: 5678.669434
	Iteration 31Q: 3 clusters Score -1.273246e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -12732502.000000 Penalty: 5678.669434
	Iteration 32Q: 3 clusters Score -1.27325e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91630 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -12732533.000000 Penalty: 5678.669434
	Iteration 33Q: 3 clusters Score -1.273253e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91690 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -12732532.000000 Penalty: 5678.669434
	Iteration 34Q: 3 clusters Score -1.273253e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91742 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -12732526.000000 Penalty: 5678.669434
	Iteration 35Q: 3 clusters Score -1.273253e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91779 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -12732537.000000 Penalty: 5678.669434
	Iteration 36Q: 3 clusters Score -1.273254e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91805 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -12732558.000000 Penalty: 5678.669434
	Iteration 37Q: 3 clusters Score -1.273256e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -12732575.000000 Penalty: 5678.669434
	Iteration 38Q: 3 clusters Score -1.273258e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91848 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -12732590.000000 Penalty: 5678.669434
	Iteration 39Q: 3 clusters Score -1.273259e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -12732595.000000 Penalty: 5678.669434
	Iteration 40F: 3 clusters Score -1.27326e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91880 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -12732605.000000 Penalty: 5678.669434
	Iteration 41Q: 3 clusters Score -1.27326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91892 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -12732610.000000 Penalty: 5678.669434
	Iteration 42Q: 3 clusters Score -1.273261e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91903 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -12732625.000000 Penalty: 5678.669434
	Iteration 43Q: 3 clusters Score -1.273262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91909 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -12732625.000000 Penalty: 5678.669434
	Iteration 44Q: 3 clusters Score -1.273262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91912 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -12732613.000000 Penalty: 5678.669434
	Iteration 45Q: 3 clusters Score -1.273261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91917 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -12732620.000000 Penalty: 5678.669434
	Iteration 46Q: 3 clusters Score -1.273262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91919 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -12732623.000000 Penalty: 5678.669434
	Iteration 47Q: 3 clusters Score -1.273262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91925 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -12732624.000000 Penalty: 5678.669434
	Iteration 48Q: 3 clusters Score -1.273262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91932 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -12732621.000000 Penalty: 5678.669434
	Iteration 49Q: 3 clusters Score -1.273262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91937 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -12732610.000000 Penalty: 5678.669434
	Iteration 50Q: 3 clusters Score -1.273261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91942 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -12732623.000000 Penalty: 5678.669434
	Iteration 51Q: 3 clusters Score -1.273262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91939 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -12732620.000000 Penalty: 5678.669434
	Iteration 52Q: 3 clusters Score -1.273262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91940 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -12732618.000000 Penalty: 5678.669434
	Iteration 53Q: 3 clusters Score -1.273262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91943 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -12732632.000000 Penalty: 5678.669434
	Iteration 54Q: 3 clusters Score -1.273263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91947 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -12732627.000000 Penalty: 5678.669434
	Iteration 55Q: 3 clusters Score -1.273263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91951 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -12732629.000000 Penalty: 5678.669434
	Iteration 56Q: 3 clusters Score -1.273263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91954 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -12732627.000000 Penalty: 5678.669434
	Iteration 57Q: 3 clusters Score -1.273263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91961 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -12732621.000000 Penalty: 5678.669434
	Iteration 58Q: 3 clusters Score -1.273262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91962 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -12732633.000000 Penalty: 5678.669434
	Iteration 59Q: 3 clusters Score -1.273263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91963 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -12732645.000000 Penalty: 5678.669434
	Iteration 60F: 3 clusters Score -1.273264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91964 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -12732650.000000 Penalty: 5678.669434
	Iteration 61Q: 3 clusters Score -1.273265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91965 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -12732655.000000 Penalty: 5678.669434
	Iteration 62Q: 3 clusters Score -1.273266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91965 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -12732655.000000 Penalty: 5678.669434
	Iteration 63F: 3 clusters Score -1.273266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 112546 members 
Mstep: Class 2 contains 18869 members 
Mstep: Class 3 contains 23333 members 
Mstep: Class 4 contains 1996 members 
Mstep: Class 5 contains 23535 members 
Mstep: Class 6 contains 40049 members 
Mstep: Class 7 contains 167216 members 
Mstep: Class 8 contains 23705 members 
Mstep: Class 9 contains 15621 members 
Mstep: Class 10 contains 14754 members 
Mstep: Class 11 contains 6010 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 14 contains 28102 members 
Mstep: Class 15 contains 53649 members 
Mstep: Class 16 contains 11707 members 
Mstep: Class 17 contains 4132 members 
Mstep: Class 18 contains 2701 members 
Mstep: Class 19 contains 93801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100854328.000000 Penalty: 87343.359375
Iteration 39Q: 27 clusters Score -1.008543e+08 nChanged 23273
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 115050 members 
Mstep: Class 2 contains 18616 members 
Mstep: Class 3 contains 23274 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 23166 members 
Mstep: Class 6 contains 39650 members 
Mstep: Class 7 contains 168123 members 
Mstep: Class 8 contains 24365 members 
Mstep: Class 9 contains 15817 members 
Mstep: Class 10 contains 16112 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 3897 members 
Mstep: Class 13 contains 2477 members 
Mstep: Class 14 contains 28432 members 
Mstep: Class 15 contains 52447 members 
Mstep: Class 16 contains 11653 members 
Mstep: Class 17 contains 4654 members 
Mstep: Class 18 contains 2890 members 
Mstep: Class 19 contains 93464 members 
Mstep: Class 20 contains 6130 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 16607 members 
Mstep: Class 23 contains 67430 members 
Mstep: Class 24 contains 1930 members 
Mstep: Class 25 contains 14370 members 
Mstep: Class 26 contains 4187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100868376.000000 Penalty: 87343.359375
Iteration 40F: 27 clusters Score -1.008684e+08 nChanged 19326
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 118474 members 
Mstep: Class 2 contains 18205 members 
Mstep: Class 3 contains 23085 members 
Mstep: Class 4 contains 2054 members 
Mstep: Class 5 contains 22405 members 
Mstep: Class 6 contains 39185 members 
Mstep: Class 7 contains 167315 members 
Mstep: Class 8 contains 24925 members 
Mstep: Class 9 contains 16765 members 
Mstep: Class 10 contains 16689 members 
Mstep: Class 11 contains 5985 members 
Mstep: Class 12 contains 4346 members 
Mstep: Class 13 contains 2473 members 
Mstep: Class 14 contains 28314 members 
Mstep: Class 15 contains 48132 members 
Mstep: Class 16 contains 11472 members 
Mstep: Class 17 contains 5020 members 
Mstep: Class 18 contains 2923 members 
Mstep: Class 19 contains 92428 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 18100 members 
Mstep: Class 23 contains 67494 members 
Mstep: Class 24 contains 2002 members 
Mstep: Class 25 contains 14270 members 
Mstep: Class 26 contains 4658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100876024.000000 Penalty: 87343.359375
Iteration 41Q: 27 clusters Score -1.00876e+08 nChanged 12764
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 122106 members 
Mstep: Class 2 contains 17852 members 
Mstep: Class 3 contains 22881 members 
Mstep: Class 4 contains 2083 members 
Mstep: Class 5 contains 21889 members 
Mstep: Class 6 contains 38799 members 
Mstep: Class 7 contains 166950 members 
Mstep: Class 8 contains 25267 members 
Mstep: Class 9 contains 17422 members 
Mstep: Class 10 contains 17355 members 
Mstep: Class 11 contains 5979 members 
Mstep: Class 12 contains 4703 members 
Mstep: Class 13 contains 2474 members 
Mstep: Class 14 contains 28193 members 
Mstep: Class 15 contains 43933 members 
Mstep: Class 16 contains 11330 members 
Mstep: Class 17 contains 5306 members 
Mstep: Class 18 contains 3004 members 
Mstep: Class 19 contains 91711 members 
Mstep: Class 20 contains 6000 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 18947 members 
Mstep: Class 23 contains 67418 members 
Mstep: Class 24 contains 2042 members 
Mstep: Class 25 contains 14152 members 
Mstep: Class 26 contains 4954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100880744.000000 Penalty: 87343.359375
Iteration 42Q: 27 clusters Score -1.008807e+08 nChanged 10378
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 125914 members 
Mstep: Class 2 contains 17575 members 
Mstep: Class 3 contains 22677 members 
Mstep: Class 4 contains 2097 members 
Mstep: Class 5 contains 21496 members 
Mstep: Class 6 contains 38535 members 
Mstep: Class 7 contains 166735 members 
Mstep: Class 8 contains 25503 members 
Mstep: Class 9 contains 17910 members 
Mstep: Class 10 contains 17895 members 
Mstep: Class 11 contains 5972 members 
Mstep: Class 12 contains 4997 members 
Mstep: Class 13 contains 2474 members 
Mstep: Class 14 contains 28035 members 
Mstep: Class 15 contains 39697 members 
Mstep: Class 16 contains 11219 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 3084 members 
Mstep: Class 19 contains 91184 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 19520 members 
Mstep: Class 23 contains 67388 members 
Mstep: Class 24 contains 2052 members 
Mstep: Class 25 contains 14045 members 
Mstep: Class 26 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100883536.000000 Penalty: 87343.359375
Iteration 43Q: 27 clusters Score -1.008835e+08 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 129671 members 
Mstep: Class 2 contains 17299 members 
Mstep: Class 3 contains 22504 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 21138 members 
Mstep: Class 6 contains 38340 members 
Mstep: Class 7 contains 166626 members 
Mstep: Class 8 contains 25654 members 
Mstep: Class 9 contains 18268 members 
Mstep: Class 10 contains 18426 members 
Mstep: Class 11 contains 5976 members 
Mstep: Class 12 contains 5185 members 
Mstep: Class 13 contains 2474 members 
Mstep: Class 14 contains 27832 members 
Mstep: Class 15 contains 35606 members 
Mstep: Class 16 contains 11111 members 
Mstep: Class 17 contains 5817 members 
Mstep: Class 18 contains 3140 members 
Mstep: Class 19 contains 90831 members 
Mstep: Class 20 contains 6090 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 19947 members 
Mstep: Class 23 contains 67384 members 
Mstep: Class 24 contains 2053 members 
Mstep: Class 25 contains 13962 members 
Mstep: Class 26 contains 5296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100885808.000000 Penalty: 87343.359375
Iteration 44Q: 27 clusters Score -1.008858e+08 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 133315 members 
Mstep: Class 2 contains 17075 members 
Mstep: Class 3 contains 22332 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 20801 members 
Mstep: Class 6 contains 38177 members 
Mstep: Class 7 contains 166565 members 
Mstep: Class 8 contains 25727 members 
Mstep: Class 9 contains 18524 members 
Mstep: Class 10 contains 18855 members 
Mstep: Class 11 contains 5988 members 
Mstep: Class 12 contains 5358 members 
Mstep: Class 13 contains 2475 members 
Mstep: Class 14 contains 27693 members 
Mstep: Class 15 contains 31763 members 
Mstep: Class 16 contains 11034 members 
Mstep: Class 17 contains 6012 members 
Mstep: Class 18 contains 3179 members 
Mstep: Class 19 contains 90603 members 
Mstep: Class 20 contains 6137 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 20249 members 
Mstep: Class 23 contains 67391 members 
Mstep: Class 24 contains 2053 members 
Mstep: Class 25 contains 13908 members 
Mstep: Class 26 contains 5390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100887984.000000 Penalty: 87343.359375
Iteration 45Q: 27 clusters Score -1.00888e+08 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 136708 members 
Mstep: Class 2 contains 16896 members 
Mstep: Class 3 contains 22187 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 20451 members 
Mstep: Class 6 contains 38064 members 
Mstep: Class 7 contains 166551 members 
Mstep: Class 8 contains 25779 members 
Mstep: Class 9 contains 18692 members 
Mstep: Class 10 contains 19216 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 5493 members 
Mstep: Class 13 contains 2475 members 
Mstep: Class 14 contains 27539 members 
Mstep: Class 15 contains 28297 members 
Mstep: Class 16 contains 10966 members 
Mstep: Class 17 contains 6159 members 
Mstep: Class 18 contains 3192 members 
Mstep: Class 19 contains 90478 members 
Mstep: Class 20 contains 6205 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 20470 members 
Mstep: Class 23 contains 67362 members 
Mstep: Class 24 contains 2056 members 
Mstep: Class 25 contains 13868 members 
Mstep: Class 26 contains 5486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100889488.000000 Penalty: 87343.359375
Iteration 46Q: 27 clusters Score -1.008895e+08 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 139839 members 
Mstep: Class 2 contains 16761 members 
Mstep: Class 3 contains 22050 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 20135 members 
Mstep: Class 6 contains 37967 members 
Mstep: Class 7 contains 166515 members 
Mstep: Class 8 contains 25827 members 
Mstep: Class 9 contains 18832 members 
Mstep: Class 10 contains 19497 members 
Mstep: Class 11 contains 5993 members 
Mstep: Class 12 contains 5583 members 
Mstep: Class 13 contains 2475 members 
Mstep: Class 14 contains 27391 members 
Mstep: Class 15 contains 25163 members 
Mstep: Class 16 contains 10911 members 
Mstep: Class 17 contains 6281 members 
Mstep: Class 18 contains 3202 members 
Mstep: Class 19 contains 90398 members 
Mstep: Class 20 contains 6290 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 20664 members 
Mstep: Class 23 contains 67340 members 
Mstep: Class 24 contains 2057 members 
Mstep: Class 25 contains 13833 members 
Mstep: Class 26 contains 5554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100890912.000000 Penalty: 87343.359375
Iteration 47Q: 27 clusters Score -1.008909e+08 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142541 members 
Mstep: Class 2 contains 16656 members 
Mstep: Class 3 contains 21925 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 19888 members 
Mstep: Class 6 contains 37883 members 
Mstep: Class 7 contains 166519 members 
Mstep: Class 8 contains 25850 members 
Mstep: Class 9 contains 18933 members 
Mstep: Class 10 contains 19740 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 5674 members 
Mstep: Class 13 contains 2474 members 
Mstep: Class 14 contains 27233 members 
Mstep: Class 15 contains 22487 members 
Mstep: Class 16 contains 10875 members 
Mstep: Class 17 contains 6377 members 
Mstep: Class 18 contains 3205 members 
Mstep: Class 19 contains 90332 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 20802 members 
Mstep: Class 23 contains 67289 members 
Mstep: Class 24 contains 2058 members 
Mstep: Class 25 contains 13804 members 
Mstep: Class 26 contains 5612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100891928.000000 Penalty: 87343.359375
Iteration 48Q: 27 clusters Score -1.008919e+08 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 144783 members 
Mstep: Class 2 contains 16583 members 
Mstep: Class 3 contains 21817 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 19678 members 
Mstep: Class 6 contains 37812 members 
Mstep: Class 7 contains 166519 members 
Mstep: Class 8 contains 25873 members 
Mstep: Class 9 contains 19024 members 
Mstep: Class 10 contains 19937 members 
Mstep: Class 11 contains 6004 members 
Mstep: Class 12 contains 5737 members 
Mstep: Class 13 contains 2474 members 
Mstep: Class 14 contains 27067 members 
Mstep: Class 15 contains 20342 members 
Mstep: Class 16 contains 10841 members 
Mstep: Class 17 contains 6459 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 90301 members 
Mstep: Class 20 contains 6445 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 20902 members 
Mstep: Class 23 contains 67214 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 13781 members 
Mstep: Class 26 contains 5658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100892872.000000 Penalty: 87343.359375
Iteration 49Q: 27 clusters Score -1.008929e+08 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 146653 members 
Mstep: Class 2 contains 16524 members 
Mstep: Class 3 contains 21717 members 
Mstep: Class 4 contains 2276 members 
Mstep: Class 5 contains 19496 members 
Mstep: Class 6 contains 37758 members 
Mstep: Class 7 contains 166511 members 
Mstep: Class 8 contains 25892 members 
Mstep: Class 9 contains 19084 members 
Mstep: Class 10 contains 20107 members 
Mstep: Class 11 contains 6007 members 
Mstep: Class 12 contains 5789 members 
Mstep: Class 13 contains 2474 members 
Mstep: Class 14 contains 26890 members 
Mstep: Class 15 contains 18581 members 
Mstep: Class 16 contains 10825 members 
Mstep: Class 17 contains 6516 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 19 contains 90290 members 
Mstep: Class 20 contains 6518 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 20979 members 
Mstep: Class 23 contains 67159 members 
Mstep: Class 24 contains 2059 members 
Mstep: Class 25 contains 13762 members 
Mstep: Class 26 contains 5690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100893672.000000 Penalty: 87343.359375
Iteration 50Q: 27 clusters Score -1.008937e+08 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 148187 members 
Mstep: Class 2 contains 16459 members 
Mstep: Class 3 contains 21609 members 
Mstep: Class 4 contains 2314 members 
Mstep: Class 5 contains 19323 members 
Mstep: Class 6 contains 37712 members 
Mstep: Class 7 contains 166514 members 
Mstep: Class 8 contains 25910 members 
Mstep: Class 9 contains 19114 members 
Mstep: Class 10 contains 20270 members 
Mstep: Class 11 contains 6013 members 
Mstep: Class 12 contains 5839 members 
Mstep: Class 13 contains 2474 members 
Mstep: Class 14 contains 26751 members 
Mstep: Class 15 contains 17110 members 
Mstep: Class 16 contains 10817 members 
Mstep: Class 17 contains 6577 members 
Mstep: Class 18 contains 3203 members 
Mstep: Class 19 contains 90290 members 
Mstep: Class 20 contains 6584 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 21034 members 
Mstep: Class 23 contains 67129 members 
Mstep: Class 24 contains 2059 members 
Mstep: Class 25 contains 13756 members 
Mstep: Class 26 contains 5702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100894568.000000 Penalty: 87343.359375
Iteration 51Q: 27 clusters Score -1.008946e+08 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 149436 members 
Mstep: Class 2 contains 16412 members 
Mstep: Class 3 contains 21533 members 
Mstep: Class 4 contains 2331 members 
Mstep: Class 5 contains 19184 members 
Mstep: Class 6 contains 37670 members 
Mstep: Class 7 contains 166529 members 
Mstep: Class 8 contains 25929 members 
Mstep: Class 9 contains 19138 members 
Mstep: Class 10 contains 20422 members 
Mstep: Class 11 contains 6015 members 
Mstep: Class 12 contains 5865 members 
Mstep: Class 13 contains 2475 members 
Mstep: Class 14 contains 26644 members 
Mstep: Class 15 contains 15960 members 
Mstep: Class 16 contains 10804 members 
Mstep: Class 17 contains 6608 members 
Mstep: Class 18 contains 3217 members 
Mstep: Class 19 contains 90293 members 
Mstep: Class 20 contains 6638 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 21059 members 
Mstep: Class 23 contains 67062 members 
Mstep: Class 24 contains 2059 members 
Mstep: Class 25 contains 13744 members 
Mstep: Class 26 contains 5723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100895096.000000 Penalty: 87343.359375
Iteration 52Q: 27 clusters Score -1.008951e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 150486 members 
Mstep: Class 2 contains 16371 members 
Mstep: Class 3 contains 21466 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 19065 members 
Mstep: Class 6 contains 37645 members 
Mstep: Class 7 contains 166522 members 
Mstep: Class 8 contains 25946 members 
Mstep: Class 9 contains 19168 members 
Mstep: Class 10 contains 20534 members 
Mstep: Class 11 contains 6015 members 
Mstep: Class 12 contains 5909 members 
Mstep: Class 13 contains 2475 members 
Mstep: Class 14 contains 26539 members 
Mstep: Class 15 contains 14990 members 
Mstep: Class 16 contains 10785 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 90297 members 
Mstep: Class 20 contains 6706 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 21078 members 
Mstep: Class 23 contains 67015 members 
Mstep: Class 24 contains 2059 members 
Mstep: Class 25 contains 13730 members 
Mstep: Class 26 contains 5746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100895552.000000 Penalty: 87343.359375
Iteration 53Q: 27 clusters Score -1.008956e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 151319 members 
Mstep: Class 2 contains 16341 members 
Mstep: Class 3 contains 21414 members 
Mstep: Class 4 contains 2362 members 
Mstep: Class 5 contains 18952 members 
Mstep: Class 6 contains 37629 members 
Mstep: Class 7 contains 166498 members 
Mstep: Class 8 contains 25957 members 
Mstep: Class 9 contains 19194 members 
Mstep: Class 10 contains 20639 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 5963 members 
Mstep: Class 13 contains 2475 members 
Mstep: Class 14 contains 26444 members 
Mstep: Class 15 contains 14219 members 
Mstep: Class 16 contains 10768 members 
Mstep: Class 17 contains 6658 members 
Mstep: Class 18 contains 3211 members 
Mstep: Class 19 contains 90309 members 
Mstep: Class 20 contains 6750 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 21124 members 
Mstep: Class 23 contains 66967 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 13720 members 
Mstep: Class 26 contains 5761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100895832.000000 Penalty: 87343.359375
Iteration 54Q: 27 clusters Score -1.008958e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 151964 members 
Mstep: Class 2 contains 16312 members 
Mstep: Class 3 contains 21359 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 18850 members 
Mstep: Class 6 contains 37612 members 
Mstep: Class 7 contains 166481 members 
Mstep: Class 8 contains 25966 members 
Mstep: Class 9 contains 19217 members 
Mstep: Class 10 contains 20722 members 
Mstep: Class 11 contains 6019 members 
Mstep: Class 12 contains 6021 members 
Mstep: Class 13 contains 2475 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 13653 members 
Mstep: Class 16 contains 10754 members 
Mstep: Class 17 contains 6682 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 90299 members 
Mstep: Class 20 contains 6802 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 21152 members 
Mstep: Class 23 contains 66919 members 
Mstep: Class 24 contains 2059 members 
Mstep: Class 25 contains 13717 members 
Mstep: Class 26 contains 5765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100895928.000000 Penalty: 87343.359375
Iteration 55Q: 27 clusters Score -1.008959e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 152492 members 
Mstep: Class 2 contains 16295 members 
Mstep: Class 3 contains 21324 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 18769 members 
Mstep: Class 6 contains 37592 members 
Mstep: Class 7 contains 166480 members 
Mstep: Class 8 contains 25973 members 
Mstep: Class 9 contains 19235 members 
Mstep: Class 10 contains 20810 members 
Mstep: Class 11 contains 6019 members 
Mstep: Class 12 contains 6058 members 
Mstep: Class 13 contains 2475 members 
Mstep: Class 14 contains 26313 members 
Mstep: Class 15 contains 13191 members 
Mstep: Class 16 contains 10735 members 
Mstep: Class 17 contains 6694 members 
Mstep: Class 18 contains 3225 members 
Mstep: Class 19 contains 90291 members 
Mstep: Class 20 contains 6835 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 21165 members 
Mstep: Class 23 contains 66884 members 
Mstep: Class 24 contains 2058 members 
Mstep: Class 25 contains 13707 members 
Mstep: Class 26 contains 5771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100895696.000000 Penalty: 87343.359375
Iteration 56Q: 27 clusters Score -1.008957e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 152923 members 
Mstep: Class 2 contains 16274 members 
Mstep: Class 3 contains 21289 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 18715 members 
Mstep: Class 6 contains 37573 members 
Mstep: Class 7 contains 166483 members 
Mstep: Class 8 contains 25974 members 
Mstep: Class 9 contains 19242 members 
Mstep: Class 10 contains 20863 members 
Mstep: Class 11 contains 6017 members 
Mstep: Class 12 contains 6094 members 
Mstep: Class 13 contains 2475 members 
Mstep: Class 14 contains 26264 members 
Mstep: Class 15 contains 12800 members 
Mstep: Class 16 contains 10717 members 
Mstep: Class 17 contains 6707 members 
Mstep: Class 18 contains 3231 members 
Mstep: Class 19 contains 90281 members 
Mstep: Class 20 contains 6887 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 21172 members 
Mstep: Class 23 contains 66859 members 
Mstep: Class 24 contains 2059 members 
Mstep: Class 25 contains 13699 members 
Mstep: Class 26 contains 5783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100895816.000000 Penalty: 87343.359375
Iteration 57Q: 27 clusters Score -1.008958e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 153269 members 
Mstep: Class 2 contains 16263 members 
Mstep: Class 3 contains 21258 members 
Mstep: Class 4 contains 2379 members 
Mstep: Class 5 contains 18670 members 
Mstep: Class 6 contains 37554 members 
Mstep: Class 7 contains 166476 members 
Mstep: Class 8 contains 25975 members 
Mstep: Class 9 contains 19257 members 
Mstep: Class 10 contains 20879 members 
Mstep: Class 11 contains 6017 members 
Mstep: Class 12 contains 6126 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 26223 members 
Mstep: Class 15 contains 12471 members 
Mstep: Class 16 contains 10706 members 
Mstep: Class 17 contains 6719 members 
Mstep: Class 18 contains 3242 members 
Mstep: Class 19 contains 90270 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21206 members 
Mstep: Class 23 contains 66834 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 13687 members 
Mstep: Class 26 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100895760.000000 Penalty: 87343.359375
Iteration 58Q: 27 clusters Score -1.008958e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 153526 members 
Mstep: Class 2 contains 16242 members 
Mstep: Class 3 contains 21227 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 5 contains 18629 members 
Mstep: Class 6 contains 37541 members 
Mstep: Class 7 contains 166473 members 
Mstep: Class 8 contains 25977 members 
Mstep: Class 9 contains 19268 members 
Mstep: Class 10 contains 20897 members 
Mstep: Class 11 contains 6019 members 
Mstep: Class 12 contains 6147 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 26184 members 
Mstep: Class 15 contains 12214 members 
Mstep: Class 16 contains 10701 members 
Mstep: Class 17 contains 6734 members 
Mstep: Class 18 contains 3241 members 
Mstep: Class 19 contains 90263 members 
Mstep: Class 20 contains 7006 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21255 members 
Mstep: Class 23 contains 66807 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 13685 members 
Mstep: Class 26 contains 5793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100895808.000000 Penalty: 87343.359375
Iteration 59Q: 27 clusters Score -1.008958e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 153740 members 
Mstep: Class 2 contains 16226 members 
Mstep: Class 3 contains 21193 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 18598 members 
Mstep: Class 6 contains 37530 members 
Mstep: Class 7 contains 166486 members 
Mstep: Class 8 contains 25983 members 
Mstep: Class 9 contains 19283 members 
Mstep: Class 10 contains 20912 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 6171 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 26157 members 
Mstep: Class 15 contains 11995 members 
Mstep: Class 16 contains 10688 members 
Mstep: Class 17 contains 6744 members 
Mstep: Class 18 contains 3244 members 
Mstep: Class 19 contains 90256 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21281 members 
Mstep: Class 23 contains 66785 members 
Mstep: Class 24 contains 2062 members 
Mstep: Class 25 contains 13685 members 
Mstep: Class 26 contains 5798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896208.000000 Penalty: 87343.359375
Iteration 60F: 27 clusters Score -1.008962e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 153923 members 
Mstep: Class 2 contains 16214 members 
Mstep: Class 3 contains 21157 members 
Mstep: Class 4 contains 2423 members 
Mstep: Class 5 contains 18568 members 
Mstep: Class 6 contains 37521 members 
Mstep: Class 7 contains 166486 members 
Mstep: Class 8 contains 25987 members 
Mstep: Class 9 contains 19268 members 
Mstep: Class 10 contains 20920 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 6186 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 26132 members 
Mstep: Class 15 contains 11811 members 
Mstep: Class 16 contains 10681 members 
Mstep: Class 17 contains 6756 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 90250 members 
Mstep: Class 20 contains 7086 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21302 members 
Mstep: Class 23 contains 66773 members 
Mstep: Class 24 contains 2061 members 
Mstep: Class 25 contains 13672 members 
Mstep: Class 26 contains 5801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896408.000000 Penalty: 87343.359375
Iteration 61Q: 27 clusters Score -1.008964e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154076 members 
Mstep: Class 2 contains 16205 members 
Mstep: Class 3 contains 21130 members 
Mstep: Class 4 contains 2454 members 
Mstep: Class 5 contains 18554 members 
Mstep: Class 6 contains 37519 members 
Mstep: Class 7 contains 166481 members 
Mstep: Class 8 contains 25996 members 
Mstep: Class 9 contains 19249 members 
Mstep: Class 10 contains 20929 members 
Mstep: Class 11 contains 6019 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 26105 members 
Mstep: Class 15 contains 11655 members 
Mstep: Class 16 contains 10676 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 3267 members 
Mstep: Class 19 contains 90237 members 
Mstep: Class 20 contains 7123 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21331 members 
Mstep: Class 23 contains 66765 members 
Mstep: Class 24 contains 2061 members 
Mstep: Class 25 contains 13654 members 
Mstep: Class 26 contains 5817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896448.000000 Penalty: 87343.359375
Iteration 62Q: 27 clusters Score -1.008964e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154204 members 
Mstep: Class 2 contains 16182 members 
Mstep: Class 3 contains 21105 members 
Mstep: Class 4 contains 2472 members 
Mstep: Class 5 contains 18544 members 
Mstep: Class 6 contains 37512 members 
Mstep: Class 7 contains 166498 members 
Mstep: Class 8 contains 26001 members 
Mstep: Class 9 contains 19243 members 
Mstep: Class 10 contains 20939 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 26074 members 
Mstep: Class 15 contains 11529 members 
Mstep: Class 16 contains 10670 members 
Mstep: Class 17 contains 6782 members 
Mstep: Class 18 contains 3260 members 
Mstep: Class 19 contains 90223 members 
Mstep: Class 20 contains 7159 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21367 members 
Mstep: Class 23 contains 66758 members 
Mstep: Class 24 contains 2061 members 
Mstep: Class 25 contains 13639 members 
Mstep: Class 26 contains 5829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896336.000000 Penalty: 87343.359375
Iteration 63Q: 27 clusters Score -1.008963e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154316 members 
Mstep: Class 2 contains 16169 members 
Mstep: Class 3 contains 21081 members 
Mstep: Class 4 contains 2478 members 
Mstep: Class 5 contains 18533 members 
Mstep: Class 6 contains 37502 members 
Mstep: Class 7 contains 166503 members 
Mstep: Class 8 contains 26007 members 
Mstep: Class 9 contains 19239 members 
Mstep: Class 10 contains 20954 members 
Mstep: Class 11 contains 6024 members 
Mstep: Class 12 contains 6217 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 26047 members 
Mstep: Class 15 contains 11423 members 
Mstep: Class 16 contains 10666 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 3258 members 
Mstep: Class 19 contains 90211 members 
Mstep: Class 20 contains 7185 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21403 members 
Mstep: Class 23 contains 66749 members 
Mstep: Class 24 contains 2061 members 
Mstep: Class 25 contains 13629 members 
Mstep: Class 26 contains 5837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896512.000000 Penalty: 87343.359375
Iteration 64Q: 27 clusters Score -1.008965e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154393 members 
Mstep: Class 2 contains 16148 members 
Mstep: Class 3 contains 21060 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 18534 members 
Mstep: Class 6 contains 37490 members 
Mstep: Class 7 contains 166518 members 
Mstep: Class 8 contains 26008 members 
Mstep: Class 9 contains 19245 members 
Mstep: Class 10 contains 20951 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6225 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 26025 members 
Mstep: Class 15 contains 11347 members 
Mstep: Class 16 contains 10662 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 3249 members 
Mstep: Class 19 contains 90200 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21443 members 
Mstep: Class 23 contains 66726 members 
Mstep: Class 24 contains 2061 members 
Mstep: Class 25 contains 13628 members 
Mstep: Class 26 contains 5850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896464.000000 Penalty: 87343.359375
Iteration 65Q: 27 clusters Score -1.008965e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154453 members 
Mstep: Class 2 contains 16128 members 
Mstep: Class 3 contains 21046 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 18524 members 
Mstep: Class 6 contains 37473 members 
Mstep: Class 7 contains 166530 members 
Mstep: Class 8 contains 26017 members 
Mstep: Class 9 contains 19246 members 
Mstep: Class 10 contains 20959 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6237 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 25999 members 
Mstep: Class 15 contains 11283 members 
Mstep: Class 16 contains 10657 members 
Mstep: Class 17 contains 6794 members 
Mstep: Class 18 contains 3235 members 
Mstep: Class 19 contains 90197 members 
Mstep: Class 20 contains 7249 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21485 members 
Mstep: Class 23 contains 66712 members 
Mstep: Class 24 contains 2061 members 
Mstep: Class 25 contains 13621 members 
Mstep: Class 26 contains 5861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896488.000000 Penalty: 87343.359375
Iteration 66Q: 27 clusters Score -1.008965e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154512 members 
Mstep: Class 2 contains 16118 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 2492 members 
Mstep: Class 5 contains 18516 members 
Mstep: Class 6 contains 37458 members 
Mstep: Class 7 contains 166529 members 
Mstep: Class 8 contains 26019 members 
Mstep: Class 9 contains 19244 members 
Mstep: Class 10 contains 20970 members 
Mstep: Class 11 contains 6028 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 25967 members 
Mstep: Class 15 contains 11227 members 
Mstep: Class 16 contains 10658 members 
Mstep: Class 17 contains 6800 members 
Mstep: Class 18 contains 3225 members 
Mstep: Class 19 contains 90190 members 
Mstep: Class 20 contains 7285 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21497 members 
Mstep: Class 23 contains 66708 members 
Mstep: Class 24 contains 2061 members 
Mstep: Class 25 contains 13613 members 
Mstep: Class 26 contains 5871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896400.000000 Penalty: 87343.359375
Iteration 67Q: 27 clusters Score -1.008964e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154573 members 
Mstep: Class 2 contains 16113 members 
Mstep: Class 3 contains 21030 members 
Mstep: Class 4 contains 2503 members 
Mstep: Class 5 contains 18516 members 
Mstep: Class 6 contains 37453 members 
Mstep: Class 7 contains 166528 members 
Mstep: Class 8 contains 26019 members 
Mstep: Class 9 contains 19245 members 
Mstep: Class 10 contains 20967 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6259 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 25933 members 
Mstep: Class 15 contains 11167 members 
Mstep: Class 16 contains 10655 members 
Mstep: Class 17 contains 6803 members 
Mstep: Class 18 contains 3214 members 
Mstep: Class 19 contains 90188 members 
Mstep: Class 20 contains 7329 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21505 members 
Mstep: Class 23 contains 66696 members 
Mstep: Class 24 contains 2061 members 
Mstep: Class 25 contains 13606 members 
Mstep: Class 26 contains 5887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896304.000000 Penalty: 87343.359375
Iteration 68Q: 27 clusters Score -1.008963e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154619 members 
Mstep: Class 2 contains 16107 members 
Mstep: Class 3 contains 21025 members 
Mstep: Class 4 contains 2511 members 
Mstep: Class 5 contains 18510 members 
Mstep: Class 6 contains 37443 members 
Mstep: Class 7 contains 166526 members 
Mstep: Class 8 contains 26020 members 
Mstep: Class 9 contains 19244 members 
Mstep: Class 10 contains 20950 members 
Mstep: Class 11 contains 6026 members 
Mstep: Class 12 contains 6268 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 25904 members 
Mstep: Class 15 contains 11121 members 
Mstep: Class 16 contains 10654 members 
Mstep: Class 17 contains 6804 members 
Mstep: Class 18 contains 3212 members 
Mstep: Class 19 contains 90191 members 
Mstep: Class 20 contains 7368 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21520 members 
Mstep: Class 23 contains 66684 members 
Mstep: Class 24 contains 2061 members 
Mstep: Class 25 contains 13604 members 
Mstep: Class 26 contains 5905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896288.000000 Penalty: 87343.359375
Iteration 69Q: 27 clusters Score -1.008963e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154656 members 
Mstep: Class 2 contains 16099 members 
Mstep: Class 3 contains 21014 members 
Mstep: Class 4 contains 2505 members 
Mstep: Class 5 contains 18498 members 
Mstep: Class 6 contains 37438 members 
Mstep: Class 7 contains 166540 members 
Mstep: Class 8 contains 26021 members 
Mstep: Class 9 contains 19246 members 
Mstep: Class 10 contains 20931 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6271 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 25875 members 
Mstep: Class 15 contains 11083 members 
Mstep: Class 16 contains 10654 members 
Mstep: Class 17 contains 6807 members 
Mstep: Class 18 contains 3214 members 
Mstep: Class 19 contains 90190 members 
Mstep: Class 20 contains 7415 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21541 members 
Mstep: Class 23 contains 66671 members 
Mstep: Class 24 contains 2061 members 
Mstep: Class 25 contains 13602 members 
Mstep: Class 26 contains 5918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896128.000000 Penalty: 87343.359375
Iteration 70Q: 27 clusters Score -1.008961e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154695 members 
Mstep: Class 2 contains 16099 members 
Mstep: Class 3 contains 21006 members 
Mstep: Class 4 contains 2510 members 
Mstep: Class 5 contains 18487 members 
Mstep: Class 6 contains 37437 members 
Mstep: Class 7 contains 166548 members 
Mstep: Class 8 contains 26022 members 
Mstep: Class 9 contains 19254 members 
Mstep: Class 10 contains 20915 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 6274 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 25835 members 
Mstep: Class 15 contains 11059 members 
Mstep: Class 16 contains 10653 members 
Mstep: Class 17 contains 6805 members 
Mstep: Class 18 contains 3220 members 
Mstep: Class 19 contains 90180 members 
Mstep: Class 20 contains 7454 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21554 members 
Mstep: Class 23 contains 66669 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 13592 members 
Mstep: Class 26 contains 5922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896376.000000 Penalty: 87343.359375
Iteration 71Q: 27 clusters Score -1.008964e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154717 members 
Mstep: Class 2 contains 16095 members 
Mstep: Class 3 contains 20998 members 
Mstep: Class 4 contains 2518 members 
Mstep: Class 5 contains 18474 members 
Mstep: Class 6 contains 37436 members 
Mstep: Class 7 contains 166555 members 
Mstep: Class 8 contains 26024 members 
Mstep: Class 9 contains 19254 members 
Mstep: Class 10 contains 20903 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 6276 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 25796 members 
Mstep: Class 15 contains 11044 members 
Mstep: Class 16 contains 10653 members 
Mstep: Class 17 contains 6805 members 
Mstep: Class 18 contains 3227 members 
Mstep: Class 19 contains 90178 members 
Mstep: Class 20 contains 7497 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21580 members 
Mstep: Class 23 contains 66658 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 13575 members 
Mstep: Class 26 contains 5929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896376.000000 Penalty: 87343.359375
Iteration 72Q: 27 clusters Score -1.008964e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154762 members 
Mstep: Class 2 contains 16098 members 
Mstep: Class 3 contains 20994 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 18461 members 
Mstep: Class 6 contains 37435 members 
Mstep: Class 7 contains 166570 members 
Mstep: Class 8 contains 26024 members 
Mstep: Class 9 contains 19253 members 
Mstep: Class 10 contains 20874 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 6283 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 25759 members 
Mstep: Class 15 contains 11017 members 
Mstep: Class 16 contains 10649 members 
Mstep: Class 17 contains 6801 members 
Mstep: Class 18 contains 3232 members 
Mstep: Class 19 contains 90171 members 
Mstep: Class 20 contains 7546 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21592 members 
Mstep: Class 23 contains 66652 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 13565 members 
Mstep: Class 26 contains 5932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896088.000000 Penalty: 87343.359375
Iteration 73Q: 27 clusters Score -1.008961e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154797 members 
Mstep: Class 2 contains 16103 members 
Mstep: Class 3 contains 20988 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 18458 members 
Mstep: Class 6 contains 37434 members 
Mstep: Class 7 contains 166578 members 
Mstep: Class 8 contains 26023 members 
Mstep: Class 9 contains 19247 members 
Mstep: Class 10 contains 20839 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 6288 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 25724 members 
Mstep: Class 15 contains 10991 members 
Mstep: Class 16 contains 10649 members 
Mstep: Class 17 contains 6797 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 90168 members 
Mstep: Class 20 contains 7603 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21605 members 
Mstep: Class 23 contains 66647 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 13562 members 
Mstep: Class 26 contains 5940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896232.000000 Penalty: 87343.359375
Iteration 74Q: 27 clusters Score -1.008962e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154827 members 
Mstep: Class 2 contains 16106 members 
Mstep: Class 3 contains 20979 members 
Mstep: Class 4 contains 2521 members 
Mstep: Class 5 contains 18453 members 
Mstep: Class 6 contains 37433 members 
Mstep: Class 7 contains 166588 members 
Mstep: Class 8 contains 26023 members 
Mstep: Class 9 contains 19244 members 
Mstep: Class 10 contains 20811 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 6292 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 25700 members 
Mstep: Class 15 contains 10962 members 
Mstep: Class 16 contains 10641 members 
Mstep: Class 17 contains 6795 members 
Mstep: Class 18 contains 3233 members 
Mstep: Class 19 contains 90171 members 
Mstep: Class 20 contains 7655 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21617 members 
Mstep: Class 23 contains 66640 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 13560 members 
Mstep: Class 26 contains 5950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896288.000000 Penalty: 87343.359375
Iteration 75Q: 27 clusters Score -1.008963e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154848 members 
Mstep: Class 2 contains 16113 members 
Mstep: Class 3 contains 20972 members 
Mstep: Class 4 contains 2523 members 
Mstep: Class 5 contains 18442 members 
Mstep: Class 6 contains 37427 members 
Mstep: Class 7 contains 166587 members 
Mstep: Class 8 contains 26024 members 
Mstep: Class 9 contains 19243 members 
Mstep: Class 10 contains 20788 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 6296 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 25680 members 
Mstep: Class 15 contains 10945 members 
Mstep: Class 16 contains 10637 members 
Mstep: Class 17 contains 6794 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 90169 members 
Mstep: Class 20 contains 7706 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21633 members 
Mstep: Class 23 contains 66634 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 13554 members 
Mstep: Class 26 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896240.000000 Penalty: 87343.359375
Iteration 76Q: 27 clusters Score -1.008962e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154870 members 
Mstep: Class 2 contains 16119 members 
Mstep: Class 3 contains 20963 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 18433 members 
Mstep: Class 6 contains 37422 members 
Mstep: Class 7 contains 166592 members 
Mstep: Class 8 contains 26026 members 
Mstep: Class 9 contains 19247 members 
Mstep: Class 10 contains 20763 members 
Mstep: Class 11 contains 6018 members 
Mstep: Class 12 contains 6297 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 25659 members 
Mstep: Class 15 contains 10927 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 6794 members 
Mstep: Class 18 contains 3220 members 
Mstep: Class 19 contains 90160 members 
Mstep: Class 20 contains 7750 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21638 members 
Mstep: Class 23 contains 66635 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 13550 members 
Mstep: Class 26 contains 5975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896456.000000 Penalty: 87343.359375
Iteration 77Q: 27 clusters Score -1.008965e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154892 members 
Mstep: Class 2 contains 16122 members 
Mstep: Class 3 contains 20952 members 
Mstep: Class 4 contains 2523 members 
Mstep: Class 5 contains 18419 members 
Mstep: Class 6 contains 37417 members 
Mstep: Class 7 contains 166601 members 
Mstep: Class 8 contains 26027 members 
Mstep: Class 9 contains 19250 members 
Mstep: Class 10 contains 20743 members 
Mstep: Class 11 contains 6019 members 
Mstep: Class 12 contains 6306 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 25635 members 
Mstep: Class 15 contains 10909 members 
Mstep: Class 16 contains 10634 members 
Mstep: Class 17 contains 6792 members 
Mstep: Class 18 contains 3214 members 
Mstep: Class 19 contains 90150 members 
Mstep: Class 20 contains 7792 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21652 members 
Mstep: Class 23 contains 66631 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 13546 members 
Mstep: Class 26 contains 5991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896384.000000 Penalty: 87343.359375
Iteration 78Q: 27 clusters Score -1.008964e+08 nChanged 284
Entering ConstructFrom: 
Score: -100896384.000000 Penalty: 87343.359375
Entering ConstructFrom: 
Trying to split cluster 1 (154923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154923 members 
Entering Unmasked Estep 
Score: -21242602.000000 Penalty: 2963.769531
	Iteration 0F: 2 clusters Score -2.12426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77463 members 
Mstep: Class 2 contains 77460 members 
Entering Unmasked Estep 
Score: -21141444.000000 Penalty: 5927.539062
	Iteration 0F: 3 clusters Score -2.114144e+07 nChanged 74278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76557 members 
Mstep: Class 2 contains 78366 members 
Entering Unmasked Estep 
Score: -21184634.000000 Penalty: 5927.539062
	Iteration 1F: 3 clusters Score -2.118463e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 79066 members 
Entering Unmasked Estep 
Score: -21185544.000000 Penalty: 5927.539062
	Iteration 2Q: 3 clusters Score -2.118554e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -21186446.000000 Penalty: 5927.539062
	Iteration 3Q: 3 clusters Score -2.118645e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73011 members 
Mstep: Class 2 contains 81912 members 
Entering Unmasked Estep 
Score: -21187602.000000 Penalty: 5927.539062
	Iteration 4Q: 3 clusters Score -2.11876e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 84635 members 
Entering Unmasked Estep 
Score: -21188948.000000 Penalty: 5927.539062
	Iteration 5Q: 3 clusters Score -2.118895e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 88727 members 
Entering Unmasked Estep 
Score: -21191030.000000 Penalty: 5927.539062
	Iteration 6Q: 3 clusters Score -2.119103e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 94655 members 
Entering Unmasked Estep 
Score: -21194214.000000 Penalty: 5927.539062
	Iteration 7Q: 3 clusters Score -2.119421e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 102764 members 
Entering Unmasked Estep 
Score: -21199340.000000 Penalty: 5927.539062
	Iteration 8F: 3 clusters Score -2.119934e+07 nChanged 10866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 112930 members 
Entering Unmasked Estep 
Score: -21206372.000000 Penalty: 5927.539062
	Iteration 9F: 3 clusters Score -2.120637e+07 nChanged 11736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 124310 members 
Entering Unmasked Estep 
Score: -21215168.000000 Penalty: 5927.539062
	Iteration 10F: 3 clusters Score -2.121517e+07 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 135009 members 
Entering Unmasked Estep 
Score: -21223722.000000 Penalty: 5927.539062
	Iteration 11F: 3 clusters Score -2.122372e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 143584 members 
Entering Unmasked Estep 
Score: -21230682.000000 Penalty: 5927.539062
	Iteration 12F: 3 clusters Score -2.123068e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 149184 members 
Entering Unmasked Estep 
Score: -21235532.000000 Penalty: 5927.539062
	Iteration 13Q: 3 clusters Score -2.123553e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 152159 members 
Entering Unmasked Estep 
Score: -21238282.000000 Penalty: 5927.539062
	Iteration 14Q: 3 clusters Score -2.123828e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 153506 members 
Entering Unmasked Estep 
Score: -21239376.000000 Penalty: 5927.539062
	Iteration 15Q: 3 clusters Score -2.123938e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 154014 members 
Entering Unmasked Estep 
Score: -21239810.000000 Penalty: 5927.539062
	Iteration 16Q: 3 clusters Score -2.123981e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 154205 members 
Entering Unmasked Estep 
Score: -21240018.000000 Penalty: 5927.539062
	Iteration 17Q: 3 clusters Score -2.124002e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 154292 members 
Entering Unmasked Estep 
Score: -21240114.000000 Penalty: 5927.539062
	Iteration 18Q: 3 clusters Score -2.124011e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 154338 members 
Entering Unmasked Estep 
Score: -21240176.000000 Penalty: 5927.539062
	Iteration 19Q: 3 clusters Score -2.124018e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 154361 members 
Entering Unmasked Estep 
Score: -21240192.000000 Penalty: 5927.539062
	Iteration 20F: 3 clusters Score -2.124019e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 154376 members 
Entering Unmasked Estep 
Score: -21240218.000000 Penalty: 5927.539062
	Iteration 21Q: 3 clusters Score -2.124022e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 154384 members 
Entering Unmasked Estep 
Score: -21240246.000000 Penalty: 5927.539062
	Iteration 22Q: 3 clusters Score -2.124025e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 154388 members 
Entering Unmasked Estep 
Score: -21240240.000000 Penalty: 5927.539062
	Iteration 23Q: 3 clusters Score -2.124024e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 154396 members 
Entering Unmasked Estep 
Score: -21240270.000000 Penalty: 5927.539062
	Iteration 24Q: 3 clusters Score -2.124027e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 154398 members 
Entering Unmasked Estep 
Score: -21240284.000000 Penalty: 5927.539062
	Iteration 25Q: 3 clusters Score -2.124028e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 154397 members 
Entering Unmasked Estep 
Score: -21240298.000000 Penalty: 5927.539062
	Iteration 26Q: 3 clusters Score -2.12403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 154404 members 
Entering Unmasked Estep 
Score: -21240312.000000 Penalty: 5927.539062
	Iteration 27Q: 3 clusters Score -2.124031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 154409 members 
Entering Unmasked Estep 
Score: -21240304.000000 Penalty: 5927.539062
	Iteration 28Q: 3 clusters Score -2.12403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 154411 members 
Entering Unmasked Estep 
Score: -21240320.000000 Penalty: 5927.539062
	Iteration 29Q: 3 clusters Score -2.124032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 154412 members 
Entering Unmasked Estep 
Score: -21240316.000000 Penalty: 5927.539062
	Iteration 30Q: 3 clusters Score -2.124032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 154411 members 
Entering Unmasked Estep 
Score: -21240318.000000 Penalty: 5927.539062
	Iteration 31Q: 3 clusters Score -2.124032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 154410 members 
Entering Unmasked Estep 
Score: -21240326.000000 Penalty: 5927.539062
	Iteration 32Q: 3 clusters Score -2.124033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 154410 members 
Entering Unmasked Estep 
Score: -21240326.000000 Penalty: 5927.539062
	Iteration 33F: 3 clusters Score -2.124033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Entering Unmasked Estep 
Score: -2144649.000000 Penalty: 2402.778320
	Iteration 0F: 2 clusters Score -2144649 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 8043 members 
Entering Unmasked Estep 
Score: -2133041.750000 Penalty: 4805.556641
	Iteration 0F: 3 clusters Score -2133042 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2136814.250000 Penalty: 4805.556641
	Iteration 1F: 3 clusters Score -2136814 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2137203.250000 Penalty: 4805.556641
	Iteration 2F: 3 clusters Score -2137203 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2137566.000000 Penalty: 4805.556641
	Iteration 3Q: 3 clusters Score -2137566 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2137935.500000 Penalty: 4805.556641
	Iteration 4Q: 3 clusters Score -2137936 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2138375.000000 Penalty: 4805.556641
	Iteration 5Q: 3 clusters Score -2138375 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2139018.250000 Penalty: 4805.556641
	Iteration 6F: 3 clusters Score -2139018 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2140113.500000 Penalty: 4805.556641
	Iteration 7F: 3 clusters Score -2140114 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2142068.000000 Penalty: 4805.556641
	Iteration 8F: 3 clusters Score -2142068 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2144684.750000 Penalty: 4805.556641
	Iteration 9F: 3 clusters Score -2144685 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2146894.500000 Penalty: 4805.556641
	Iteration 10F: 3 clusters Score -2146894 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2148312.250000 Penalty: 4805.556641
	Iteration 11Q: 3 clusters Score -2148312 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2149110.250000 Penalty: 4805.556641
	Iteration 12Q: 3 clusters Score -2149110 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2149321.750000 Penalty: 4805.556641
	Iteration 13Q: 3 clusters Score -2149322 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2149346.000000 Penalty: 4805.556641
	Iteration 14Q: 3 clusters Score -2149346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2149355.000000 Penalty: 4805.556641
	Iteration 15Q: 3 clusters Score -2149355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2149352.000000 Penalty: 4805.556641
	Iteration 16Q: 3 clusters Score -2149352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2149355.500000 Penalty: 4805.556641
	Iteration 17Q: 3 clusters Score -2149356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2149353.750000 Penalty: 4805.556641
	Iteration 18Q: 3 clusters Score -2149354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2149357.000000 Penalty: 4805.556641
	Iteration 19Q: 3 clusters Score -2149357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2149356.000000 Penalty: 4805.556641
	Iteration 20F: 3 clusters Score -2149356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2149358.500000 Penalty: 4805.556641
	Iteration 21Q: 3 clusters Score -2149358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2149358.000000 Penalty: 4805.556641
	Iteration 22Q: 3 clusters Score -2149358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2149358.000000 Penalty: 4805.556641
	Iteration 23F: 3 clusters Score -2149358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154923 members 
Mstep: Class 2 contains 6691 members 
Mstep: Class 3 contains 20941 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 18401 members 
Mstep: Class 6 contains 37412 members 
Mstep: Class 7 contains 166601 members 
Mstep: Class 8 contains 26028 members 
Mstep: Class 9 contains 19255 members 
Mstep: Class 10 contains 20712 members 
Mstep: Class 11 contains 6024 members 
Mstep: Class 12 contains 6310 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 25619 members 
Mstep: Class 15 contains 10889 members 
Mstep: Class 16 contains 10630 members 
Mstep: Class 17 contains 6794 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 90142 members 
Mstep: Class 20 contains 7826 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21656 members 
Mstep: Class 23 contains 66625 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 13546 members 
Mstep: Class 26 contains 6008 members 
Mstep: Class 27 contains 9442 members 
Entering Unmasked Estep 
Score: -100900368.000000 Penalty: 90702.726562
Splitting cluster 2 changes total score from -100896384.000000 to -100900368.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 3 (20941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Entering Unmasked Estep 
Score: -2832440.000000 Penalty: 2467.467041
	Iteration 0F: 2 clusters Score -2832440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2817715.750000 Penalty: 4934.934082
	Iteration 0F: 3 clusters Score -2817716 nChanged 9329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2822773.250000 Penalty: 4934.934082
	Iteration 1F: 3 clusters Score -2822773 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2823543.250000 Penalty: 4934.934082
	Iteration 2F: 3 clusters Score -2823543 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2824408.750000 Penalty: 4934.934082
	Iteration 3F: 3 clusters Score -2824409 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2825340.750000 Penalty: 4934.934082
	Iteration 4F: 3 clusters Score -2825341 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2826330.750000 Penalty: 4934.934082
	Iteration 5F: 3 clusters Score -2826331 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2827354.750000 Penalty: 4934.934082
	Iteration 6F: 3 clusters Score -2827355 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2828276.250000 Penalty: 4934.934082
	Iteration 7F: 3 clusters Score -2828276 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2829035.000000 Penalty: 4934.934082
	Iteration 8F: 3 clusters Score -2829035 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2829738.000000 Penalty: 4934.934082
	Iteration 9Q: 3 clusters Score -2829738 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2830458.000000 Penalty: 4934.934082
	Iteration 10Q: 3 clusters Score -2830458 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2831045.000000 Penalty: 4934.934082
	Iteration 11Q: 3 clusters Score -2831045 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2831469.250000 Penalty: 4934.934082
	Iteration 12Q: 3 clusters Score -2831469 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2831783.000000 Penalty: 4934.934082
	Iteration 13Q: 3 clusters Score -2831783 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2831948.500000 Penalty: 4934.934082
	Iteration 14Q: 3 clusters Score -2831948 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2832014.750000 Penalty: 4934.934082
	Iteration 15Q: 3 clusters Score -2832015 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2832040.750000 Penalty: 4934.934082
	Iteration 16Q: 3 clusters Score -2832041 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2832055.750000 Penalty: 4934.934082
	Iteration 17Q: 3 clusters Score -2832056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2832074.000000 Penalty: 4934.934082
	Iteration 18Q: 3 clusters Score -2832074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2832077.000000 Penalty: 4934.934082
	Iteration 19Q: 3 clusters Score -2832077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2832078.750000 Penalty: 4934.934082
	Iteration 20F: 3 clusters Score -2832079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2832082.000000 Penalty: 4934.934082
	Iteration 21Q: 3 clusters Score -2832082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2832086.500000 Penalty: 4934.934082
	Iteration 22Q: 3 clusters Score -2832086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2832089.000000 Penalty: 4934.934082
	Iteration 23Q: 3 clusters Score -2832089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2832088.750000 Penalty: 4934.934082
	Iteration 24Q: 3 clusters Score -2832089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2832092.500000 Penalty: 4934.934082
	Iteration 25Q: 3 clusters Score -2832092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2832092.000000 Penalty: 4934.934082
	Iteration 26Q: 3 clusters Score -2832092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2832092.000000 Penalty: 4934.934082
	Iteration 27Q: 3 clusters Score -2832092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2832098.250000 Penalty: 4934.934082
	Iteration 28Q: 3 clusters Score -2832098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2832095.750000 Penalty: 4934.934082
	Iteration 29Q: 3 clusters Score -2832096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2832097.000000 Penalty: 4934.934082
	Iteration 30Q: 3 clusters Score -2832097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2832097.500000 Penalty: 4934.934082
	Iteration 31Q: 3 clusters Score -2832098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2832096.250000 Penalty: 4934.934082
	Iteration 32Q: 3 clusters Score -2832096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2832094.500000 Penalty: 4934.934082
	Iteration 33Q: 3 clusters Score -2832094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2832098.000000 Penalty: 4934.934082
	Iteration 34Q: 3 clusters Score -2832098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2832096.750000 Penalty: 4934.934082
	Iteration 35Q: 3 clusters Score -2832097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2832097.250000 Penalty: 4934.934082
	Iteration 36Q: 3 clusters Score -2832097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2832100.500000 Penalty: 4934.934082
	Iteration 37Q: 3 clusters Score -2832100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2832099.250000 Penalty: 4934.934082
	Iteration 38Q: 3 clusters Score -2832099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2832101.000000 Penalty: 4934.934082
	Iteration 39Q: 3 clusters Score -2832101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2832101.500000 Penalty: 4934.934082
	Iteration 40F: 3 clusters Score -2832102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2832102.250000 Penalty: 4934.934082
	Iteration 41Q: 3 clusters Score -2832102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2832103.250000 Penalty: 4934.934082
	Iteration 42Q: 3 clusters Score -2832103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2832106.250000 Penalty: 4934.934082
	Iteration 43Q: 3 clusters Score -2832106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2832103.750000 Penalty: 4934.934082
	Iteration 44Q: 3 clusters Score -2832104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2832098.500000 Penalty: 4934.934082
	Iteration 45Q: 3 clusters Score -2832098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2832098.500000 Penalty: 4934.934082
	Iteration 46F: 3 clusters Score -2832098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Entering Unmasked Estep 
Score: -352273.281250 Penalty: 1942.732788
	Iteration 0F: 2 clusters Score -352273.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -349295.156250 Penalty: 3885.465576
	Iteration 0F: 3 clusters Score -349295.2 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -349856.593750 Penalty: 3885.465576
	Iteration 1F: 3 clusters Score -349856.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -349996.156250 Penalty: 3885.465576
	Iteration 2F: 3 clusters Score -349996.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -350086.125000 Penalty: 3885.465576
	Iteration 3Q: 3 clusters Score -350086.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -350136.312500 Penalty: 3885.465576
	Iteration 4Q: 3 clusters Score -350136.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -350170.937500 Penalty: 3885.465576
	Iteration 5Q: 3 clusters Score -350170.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -350190.718750 Penalty: 3885.465576
	Iteration 6Q: 3 clusters Score -350190.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -350204.218750 Penalty: 3885.465576
	Iteration 7Q: 3 clusters Score -350204.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -350217.000000 Penalty: 3885.465576
	Iteration 8Q: 3 clusters Score -350217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -350224.906250 Penalty: 3885.465576
	Iteration 9Q: 3 clusters Score -350224.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -350228.531250 Penalty: 3885.465576
	Iteration 10Q: 3 clusters Score -350228.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -350234.468750 Penalty: 3885.465576
	Iteration 11Q: 3 clusters Score -350234.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -350239.375000 Penalty: 3885.465576
	Iteration 12Q: 3 clusters Score -350239.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -350244.000000 Penalty: 3885.465576
	Iteration 13Q: 3 clusters Score -350244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -350247.937500 Penalty: 3885.465576
	Iteration 14Q: 3 clusters Score -350247.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -350255.125000 Penalty: 3885.465576
	Iteration 15Q: 3 clusters Score -350255.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -350260.531250 Penalty: 3885.465576
	Iteration 16Q: 3 clusters Score -350260.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -350262.156250 Penalty: 3885.465576
	Iteration 17Q: 3 clusters Score -350262.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -350266.562500 Penalty: 3885.465576
	Iteration 18Q: 3 clusters Score -350266.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -350269.968750 Penalty: 3885.465576
	Iteration 19Q: 3 clusters Score -350270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -350274.687500 Penalty: 3885.465576
	Iteration 20F: 3 clusters Score -350274.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -350281.406250 Penalty: 3885.465576
	Iteration 21Q: 3 clusters Score -350281.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -350287.218750 Penalty: 3885.465576
	Iteration 22Q: 3 clusters Score -350287.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -350291.468750 Penalty: 3885.465576
	Iteration 23Q: 3 clusters Score -350291.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -350294.875000 Penalty: 3885.465576
	Iteration 24Q: 3 clusters Score -350294.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -350298.593750 Penalty: 3885.465576
	Iteration 25Q: 3 clusters Score -350298.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -350305.593750 Penalty: 3885.465576
	Iteration 26Q: 3 clusters Score -350305.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -350311.687500 Penalty: 3885.465576
	Iteration 27Q: 3 clusters Score -350311.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -350315.937500 Penalty: 3885.465576
	Iteration 28Q: 3 clusters Score -350315.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -350322.343750 Penalty: 3885.465576
	Iteration 29Q: 3 clusters Score -350322.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -350331.343750 Penalty: 3885.465576
	Iteration 30Q: 3 clusters Score -350331.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -350335.906250 Penalty: 3885.465576
	Iteration 31Q: 3 clusters Score -350335.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -350339.531250 Penalty: 3885.465576
	Iteration 32Q: 3 clusters Score -350339.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -350342.031250 Penalty: 3885.465576
	Iteration 33Q: 3 clusters Score -350342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -350344.468750 Penalty: 3885.465576
	Iteration 34Q: 3 clusters Score -350344.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -350347.000000 Penalty: 3885.465576
	Iteration 35Q: 3 clusters Score -350347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -350348.062500 Penalty: 3885.465576
	Iteration 36Q: 3 clusters Score -350348.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -350349.812500 Penalty: 3885.465576
	Iteration 37Q: 3 clusters Score -350349.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -350351.906250 Penalty: 3885.465576
	Iteration 38Q: 3 clusters Score -350351.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -350351.968750 Penalty: 3885.465576
	Iteration 39Q: 3 clusters Score -350352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -350352.187500 Penalty: 3885.465576
	Iteration 40F: 3 clusters Score -350352.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -350353.906250 Penalty: 3885.465576
	Iteration 41Q: 3 clusters Score -350353.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -350357.687500 Penalty: 3885.465576
	Iteration 42Q: 3 clusters Score -350357.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -350364.593750 Penalty: 3885.465576
	Iteration 43Q: 3 clusters Score -350364.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -350369.968750 Penalty: 3885.465576
	Iteration 44Q: 3 clusters Score -350370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -350372.875000 Penalty: 3885.465576
	Iteration 45Q: 3 clusters Score -350372.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -350374.031250 Penalty: 3885.465576
	Iteration 46Q: 3 clusters Score -350374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -350374.625000 Penalty: 3885.465576
	Iteration 47Q: 3 clusters Score -350374.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -350375.093750 Penalty: 3885.465576
	Iteration 48Q: 3 clusters Score -350375.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -350375.093750 Penalty: 3885.465576
	Iteration 49F: 3 clusters Score -350375.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Entering Unmasked Estep 
Score: -2346678.250000 Penalty: 2435.399658
	Iteration 0F: 2 clusters Score -2346678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2333661.750000 Penalty: 4870.799316
	Iteration 0F: 3 clusters Score -2333662 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2338303.500000 Penalty: 4870.799316
	Iteration 1F: 3 clusters Score -2338304 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2338972.000000 Penalty: 4870.799316
	Iteration 2F: 3 clusters Score -2338972 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2339647.250000 Penalty: 4870.799316
	Iteration 3F: 3 clusters Score -2339647 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2340373.500000 Penalty: 4870.799316
	Iteration 4F: 3 clusters Score -2340374 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2341164.500000 Penalty: 4870.799316
	Iteration 5F: 3 clusters Score -2341164 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2342122.000000 Penalty: 4870.799316
	Iteration 6F: 3 clusters Score -2342122 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2343073.750000 Penalty: 4870.799316
	Iteration 7F: 3 clusters Score -2343074 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2343847.000000 Penalty: 4870.799316
	Iteration 8F: 3 clusters Score -2343847 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2344366.750000 Penalty: 4870.799316
	Iteration 9Q: 3 clusters Score -2344367 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2344659.250000 Penalty: 4870.799316
	Iteration 10Q: 3 clusters Score -2344659 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2344822.250000 Penalty: 4870.799316
	Iteration 11Q: 3 clusters Score -2344822 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2344930.250000 Penalty: 4870.799316
	Iteration 12Q: 3 clusters Score -2344930 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2345000.500000 Penalty: 4870.799316
	Iteration 13Q: 3 clusters Score -2345000 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2345043.000000 Penalty: 4870.799316
	Iteration 14Q: 3 clusters Score -2345043 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2345067.750000 Penalty: 4870.799316
	Iteration 15Q: 3 clusters Score -2345068 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2345107.250000 Penalty: 4870.799316
	Iteration 16Q: 3 clusters Score -2345107 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2345139.750000 Penalty: 4870.799316
	Iteration 17Q: 3 clusters Score -2345140 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2345159.500000 Penalty: 4870.799316
	Iteration 18Q: 3 clusters Score -2345160 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2345164.750000 Penalty: 4870.799316
	Iteration 19Q: 3 clusters Score -2345165 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2345176.750000 Penalty: 4870.799316
	Iteration 20F: 3 clusters Score -2345177 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2345195.500000 Penalty: 4870.799316
	Iteration 21Q: 3 clusters Score -2345196 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2345198.500000 Penalty: 4870.799316
	Iteration 22Q: 3 clusters Score -2345198 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2345198.750000 Penalty: 4870.799316
	Iteration 23Q: 3 clusters Score -2345199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2345207.500000 Penalty: 4870.799316
	Iteration 24Q: 3 clusters Score -2345208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2345216.750000 Penalty: 4870.799316
	Iteration 25Q: 3 clusters Score -2345217 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2345215.000000 Penalty: 4870.799316
	Iteration 26Q: 3 clusters Score -2345215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2345231.250000 Penalty: 4870.799316
	Iteration 27Q: 3 clusters Score -2345231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2345228.500000 Penalty: 4870.799316
	Iteration 28Q: 3 clusters Score -2345228 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2345235.500000 Penalty: 4870.799316
	Iteration 29Q: 3 clusters Score -2345236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2345249.250000 Penalty: 4870.799316
	Iteration 30Q: 3 clusters Score -2345249 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2345251.750000 Penalty: 4870.799316
	Iteration 31Q: 3 clusters Score -2345252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2345255.500000 Penalty: 4870.799316
	Iteration 32Q: 3 clusters Score -2345256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2345260.750000 Penalty: 4870.799316
	Iteration 33Q: 3 clusters Score -2345261 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2345262.500000 Penalty: 4870.799316
	Iteration 34Q: 3 clusters Score -2345262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2345269.000000 Penalty: 4870.799316
	Iteration 35Q: 3 clusters Score -2345269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2345265.250000 Penalty: 4870.799316
	Iteration 36Q: 3 clusters Score -2345265 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2345265.250000 Penalty: 4870.799316
	Iteration 37Q: 3 clusters Score -2345265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2345274.250000 Penalty: 4870.799316
	Iteration 38Q: 3 clusters Score -2345274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2345281.500000 Penalty: 4870.799316
	Iteration 39Q: 3 clusters Score -2345282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2345287.000000 Penalty: 4870.799316
	Iteration 40F: 3 clusters Score -2345287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2345286.750000 Penalty: 4870.799316
	Iteration 41Q: 3 clusters Score -2345287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2345280.000000 Penalty: 4870.799316
	Iteration 42Q: 3 clusters Score -2345280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2345283.500000 Penalty: 4870.799316
	Iteration 43Q: 3 clusters Score -2345284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2345281.000000 Penalty: 4870.799316
	Iteration 44Q: 3 clusters Score -2345281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2345282.500000 Penalty: 4870.799316
	Iteration 45Q: 3 clusters Score -2345282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2345288.250000 Penalty: 4870.799316
	Iteration 46Q: 3 clusters Score -2345288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2345290.750000 Penalty: 4870.799316
	Iteration 47Q: 3 clusters Score -2345291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2345297.500000 Penalty: 4870.799316
	Iteration 48Q: 3 clusters Score -2345298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2345306.000000 Penalty: 4870.799316
	Iteration 49Q: 3 clusters Score -2345306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2345304.000000 Penalty: 4870.799316
	Iteration 50Q: 3 clusters Score -2345304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2345301.750000 Penalty: 4870.799316
	Iteration 51Q: 3 clusters Score -2345302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2345305.000000 Penalty: 4870.799316
	Iteration 52Q: 3 clusters Score -2345305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2345305.000000 Penalty: 4870.799316
	Iteration 53Q: 3 clusters Score -2345305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2345303.500000 Penalty: 4870.799316
	Iteration 54Q: 3 clusters Score -2345304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2345307.500000 Penalty: 4870.799316
	Iteration 55Q: 3 clusters Score -2345308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2345311.500000 Penalty: 4870.799316
	Iteration 56Q: 3 clusters Score -2345312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2345318.000000 Penalty: 4870.799316
	Iteration 57Q: 3 clusters Score -2345318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2345319.750000 Penalty: 4870.799316
	Iteration 58Q: 3 clusters Score -2345320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2345323.250000 Penalty: 4870.799316
	Iteration 59Q: 3 clusters Score -2345323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2345325.250000 Penalty: 4870.799316
	Iteration 60F: 3 clusters Score -2345325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2345328.000000 Penalty: 4870.799316
	Iteration 61Q: 3 clusters Score -2345328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2345326.500000 Penalty: 4870.799316
	Iteration 62Q: 3 clusters Score -2345326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2345330.250000 Penalty: 4870.799316
	Iteration 63Q: 3 clusters Score -2345330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2345327.000000 Penalty: 4870.799316
	Iteration 64Q: 3 clusters Score -2345327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2345325.000000 Penalty: 4870.799316
	Iteration 65Q: 3 clusters Score -2345325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2345329.250000 Penalty: 4870.799316
	Iteration 66Q: 3 clusters Score -2345329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2345331.000000 Penalty: 4870.799316
	Iteration 67Q: 3 clusters Score -2345331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2345331.500000 Penalty: 4870.799316
	Iteration 68Q: 3 clusters Score -2345332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2345332.250000 Penalty: 4870.799316
	Iteration 69Q: 3 clusters Score -2345332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2345328.000000 Penalty: 4870.799316
	Iteration 70Q: 3 clusters Score -2345328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2345333.500000 Penalty: 4870.799316
	Iteration 71Q: 3 clusters Score -2345334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2345332.750000 Penalty: 4870.799316
	Iteration 72Q: 3 clusters Score -2345333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2345334.000000 Penalty: 4870.799316
	Iteration 73Q: 3 clusters Score -2345334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2345330.250000 Penalty: 4870.799316
	Iteration 74Q: 3 clusters Score -2345330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2345339.000000 Penalty: 4870.799316
	Iteration 75Q: 3 clusters Score -2345339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2345337.250000 Penalty: 4870.799316
	Iteration 76Q: 3 clusters Score -2345337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2345335.500000 Penalty: 4870.799316
	Iteration 77Q: 3 clusters Score -2345336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2345343.000000 Penalty: 4870.799316
	Iteration 78Q: 3 clusters Score -2345343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2345343.500000 Penalty: 4870.799316
	Iteration 79Q: 3 clusters Score -2345344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2345342.750000 Penalty: 4870.799316
	Iteration 80F: 3 clusters Score -2345343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2345349.000000 Penalty: 4870.799316
	Iteration 81Q: 3 clusters Score -2345349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2345343.500000 Penalty: 4870.799316
	Iteration 82Q: 3 clusters Score -2345344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2345345.500000 Penalty: 4870.799316
	Iteration 83Q: 3 clusters Score -2345346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2345349.750000 Penalty: 4870.799316
	Iteration 84Q: 3 clusters Score -2345350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2345351.000000 Penalty: 4870.799316
	Iteration 85Q: 3 clusters Score -2345351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2345350.750000 Penalty: 4870.799316
	Iteration 86Q: 3 clusters Score -2345351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2345352.000000 Penalty: 4870.799316
	Iteration 87Q: 3 clusters Score -2345352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2345353.250000 Penalty: 4870.799316
	Iteration 88Q: 3 clusters Score -2345353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2345351.000000 Penalty: 4870.799316
	Iteration 89Q: 3 clusters Score -2345351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2345350.000000 Penalty: 4870.799316
	Iteration 90Q: 3 clusters Score -2345350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2345350.000000 Penalty: 4870.799316
	Iteration 91Q: 3 clusters Score -2345350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2345355.500000 Penalty: 4870.799316
	Iteration 92Q: 3 clusters Score -2345356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2345352.000000 Penalty: 4870.799316
	Iteration 93Q: 3 clusters Score -2345352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2345349.250000 Penalty: 4870.799316
	Iteration 94Q: 3 clusters Score -2345349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2345350.250000 Penalty: 4870.799316
	Iteration 95Q: 3 clusters Score -2345350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2345350.250000 Penalty: 4870.799316
	Iteration 96F: 3 clusters Score -2345350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Entering Unmasked Estep 
Score: -5205460.500000 Penalty: 2611.377197
	Iteration 0F: 2 clusters Score -5205460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -5179979.000000 Penalty: 5222.754395
	Iteration 0F: 3 clusters Score -5179979 nChanged 17005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -5189316.500000 Penalty: 5222.754395
	Iteration 1F: 3 clusters Score -5189316 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -5189904.500000 Penalty: 5222.754395
	Iteration 2Q: 3 clusters Score -5189904 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -5190525.000000 Penalty: 5222.754395
	Iteration 3Q: 3 clusters Score -5190525 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -5191375.500000 Penalty: 5222.754395
	Iteration 4Q: 3 clusters Score -5191376 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -5192655.500000 Penalty: 5222.754395
	Iteration 5F: 3 clusters Score -5192656 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -5194553.500000 Penalty: 5222.754395
	Iteration 6F: 3 clusters Score -5194554 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -5197069.500000 Penalty: 5222.754395
	Iteration 7F: 3 clusters Score -5197070 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -5199536.000000 Penalty: 5222.754395
	Iteration 8F: 3 clusters Score -5199536 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -5201467.000000 Penalty: 5222.754395
	Iteration 9F: 3 clusters Score -5201467 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -5202493.000000 Penalty: 5222.754395
	Iteration 10Q: 3 clusters Score -5202493 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -5202887.000000 Penalty: 5222.754395
	Iteration 11Q: 3 clusters Score -5202887 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -5203105.500000 Penalty: 5222.754395
	Iteration 12Q: 3 clusters Score -5203106 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -5203204.500000 Penalty: 5222.754395
	Iteration 13Q: 3 clusters Score -5203204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -5203260.000000 Penalty: 5222.754395
	Iteration 14Q: 3 clusters Score -5203260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -5203286.000000 Penalty: 5222.754395
	Iteration 15Q: 3 clusters Score -5203286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -5203301.000000 Penalty: 5222.754395
	Iteration 16Q: 3 clusters Score -5203301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -5203315.000000 Penalty: 5222.754395
	Iteration 17Q: 3 clusters Score -5203315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -5203324.000000 Penalty: 5222.754395
	Iteration 18Q: 3 clusters Score -5203324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -5203342.500000 Penalty: 5222.754395
	Iteration 19Q: 3 clusters Score -5203342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -5203342.500000 Penalty: 5222.754395
	Iteration 20F: 3 clusters Score -5203342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -5203349.000000 Penalty: 5222.754395
	Iteration 21Q: 3 clusters Score -5203349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -5203348.000000 Penalty: 5222.754395
	Iteration 22Q: 3 clusters Score -5203348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -5203354.000000 Penalty: 5222.754395
	Iteration 23Q: 3 clusters Score -5203354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -5203354.500000 Penalty: 5222.754395
	Iteration 24Q: 3 clusters Score -5203354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -5203354.000000 Penalty: 5222.754395
	Iteration 25Q: 3 clusters Score -5203354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -5203354.000000 Penalty: 5222.754395
	Iteration 26F: 3 clusters Score -5203354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (166601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166601 members 
Entering Unmasked Estep 
Score: -22769458.000000 Penalty: 2981.792725
	Iteration 0F: 2 clusters Score -2.276946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83431 members 
Mstep: Class 2 contains 83170 members 
Entering Unmasked Estep 
Score: -22657996.000000 Penalty: 5963.585449
	Iteration 0F: 3 clusters Score -2.2658e+07 nChanged 79776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86139 members 
Mstep: Class 2 contains 80462 members 
Entering Unmasked Estep 
Score: -22704092.000000 Penalty: 5963.585449
	Iteration 1F: 3 clusters Score -2.270409e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87701 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -22704748.000000 Penalty: 5963.585449
	Iteration 2Q: 3 clusters Score -2.270475e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90095 members 
Mstep: Class 2 contains 76506 members 
Entering Unmasked Estep 
Score: -22705934.000000 Penalty: 5963.585449
	Iteration 3Q: 3 clusters Score -2.270593e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93837 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -22707286.000000 Penalty: 5963.585449
	Iteration 4Q: 3 clusters Score -2.270729e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99459 members 
Mstep: Class 2 contains 67142 members 
Entering Unmasked Estep 
Score: -22709752.000000 Penalty: 5963.585449
	Iteration 5Q: 3 clusters Score -2.270975e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107753 members 
Mstep: Class 2 contains 58848 members 
Entering Unmasked Estep 
Score: -22714164.000000 Penalty: 5963.585449
	Iteration 6F: 3 clusters Score -2.271416e+07 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119376 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -22722270.000000 Penalty: 5963.585449
	Iteration 7F: 3 clusters Score -2.272227e+07 nChanged 14399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133721 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -22734676.000000 Penalty: 5963.585449
	Iteration 8F: 3 clusters Score -2.273468e+07 nChanged 14704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148423 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -22749082.000000 Penalty: 5963.585449
	Iteration 9F: 3 clusters Score -2.274908e+07 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158997 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -22759714.000000 Penalty: 5963.585449
	Iteration 10F: 3 clusters Score -2.275971e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164044 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -22764604.000000 Penalty: 5963.585449
	Iteration 11Q: 3 clusters Score -2.27646e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165716 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -22766076.000000 Penalty: 5963.585449
	Iteration 12Q: 3 clusters Score -2.276608e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166134 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -22766512.000000 Penalty: 5963.585449
	Iteration 13Q: 3 clusters Score -2.276651e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166237 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -22766634.000000 Penalty: 5963.585449
	Iteration 14Q: 3 clusters Score -2.276663e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166285 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -22766760.000000 Penalty: 5963.585449
	Iteration 15Q: 3 clusters Score -2.276676e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166300 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -22766780.000000 Penalty: 5963.585449
	Iteration 16Q: 3 clusters Score -2.276678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166301 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -22766792.000000 Penalty: 5963.585449
	Iteration 17Q: 3 clusters Score -2.276679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166304 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -22766806.000000 Penalty: 5963.585449
	Iteration 18Q: 3 clusters Score -2.276681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166306 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -22766804.000000 Penalty: 5963.585449
	Iteration 19Q: 3 clusters Score -2.27668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166308 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -22766814.000000 Penalty: 5963.585449
	Iteration 20F: 3 clusters Score -2.276681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166311 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -22766818.000000 Penalty: 5963.585449
	Iteration 21Q: 3 clusters Score -2.276682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166316 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22766814.000000 Penalty: 5963.585449
	Iteration 22Q: 3 clusters Score -2.276681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166316 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22766818.000000 Penalty: 5963.585449
	Iteration 23Q: 3 clusters Score -2.276682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166317 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22766818.000000 Penalty: 5963.585449
	Iteration 24Q: 3 clusters Score -2.276682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166317 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22766818.000000 Penalty: 5963.585449
	Iteration 25F: 3 clusters Score -2.276682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Entering Unmasked Estep 
Score: -3509022.250000 Penalty: 2521.398193
	Iteration 0F: 2 clusters Score -3509022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -3491070.000000 Penalty: 5042.796387
	Iteration 0F: 3 clusters Score -3491070 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -3497115.000000 Penalty: 5042.796387
	Iteration 1F: 3 clusters Score -3497115 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3497530.000000 Penalty: 5042.796387
	Iteration 2F: 3 clusters Score -3497530 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3497823.000000 Penalty: 5042.796387
	Iteration 3Q: 3 clusters Score -3497823 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3498121.000000 Penalty: 5042.796387
	Iteration 4Q: 3 clusters Score -3498121 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -3498424.000000 Penalty: 5042.796387
	Iteration 5Q: 3 clusters Score -3498424 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -3498830.500000 Penalty: 5042.796387
	Iteration 6Q: 3 clusters Score -3498830 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -3499483.250000 Penalty: 5042.796387
	Iteration 7Q: 3 clusters Score -3499483 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -3500584.500000 Penalty: 5042.796387
	Iteration 8F: 3 clusters Score -3500584 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3502265.250000 Penalty: 5042.796387
	Iteration 9F: 3 clusters Score -3502265 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3504273.750000 Penalty: 5042.796387
	Iteration 10F: 3 clusters Score -3504274 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -3505828.000000 Penalty: 5042.796387
	Iteration 11F: 3 clusters Score -3505828 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3506867.000000 Penalty: 5042.796387
	Iteration 12Q: 3 clusters Score -3506867 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -3507518.000000 Penalty: 5042.796387
	Iteration 13Q: 3 clusters Score -3507518 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3507829.500000 Penalty: 5042.796387
	Iteration 14Q: 3 clusters Score -3507830 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3507918.000000 Penalty: 5042.796387
	Iteration 15Q: 3 clusters Score -3507918 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -3507978.750000 Penalty: 5042.796387
	Iteration 16Q: 3 clusters Score -3507979 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -3508008.500000 Penalty: 5042.796387
	Iteration 17Q: 3 clusters Score -3508008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -3508025.000000 Penalty: 5042.796387
	Iteration 18Q: 3 clusters Score -3508025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -3508029.500000 Penalty: 5042.796387
	Iteration 19Q: 3 clusters Score -3508030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -3508035.000000 Penalty: 5042.796387
	Iteration 20F: 3 clusters Score -3508035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3508035.000000 Penalty: 5042.796387
	Iteration 21Q: 3 clusters Score -3508035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3508037.000000 Penalty: 5042.796387
	Iteration 22Q: 3 clusters Score -3508037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3508043.750000 Penalty: 5042.796387
	Iteration 23Q: 3 clusters Score -3508044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -3508051.750000 Penalty: 5042.796387
	Iteration 24Q: 3 clusters Score -3508052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3508054.500000 Penalty: 5042.796387
	Iteration 25Q: 3 clusters Score -3508054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -3508052.500000 Penalty: 5042.796387
	Iteration 26Q: 3 clusters Score -3508052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -3508053.500000 Penalty: 5042.796387
	Iteration 27Q: 3 clusters Score -3508054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -3508052.750000 Penalty: 5042.796387
	Iteration 28Q: 3 clusters Score -3508053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -3508055.250000 Penalty: 5042.796387
	Iteration 29Q: 3 clusters Score -3508055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -3508055.250000 Penalty: 5042.796387
	Iteration 30F: 3 clusters Score -3508055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Entering Unmasked Estep 
Score: -2609571.750000 Penalty: 2446.650391
	Iteration 0F: 2 clusters Score -2609572 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 9675 members 
Entering Unmasked Estep 
Score: -2596065.500000 Penalty: 4893.300781
	Iteration 0F: 3 clusters Score -2596066 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2600722.250000 Penalty: 4893.300781
	Iteration 1F: 3 clusters Score -2600722 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2601178.000000 Penalty: 4893.300781
	Iteration 2F: 3 clusters Score -2601178 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2601696.500000 Penalty: 4893.300781
	Iteration 3F: 3 clusters Score -2601696 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2602320.000000 Penalty: 4893.300781
	Iteration 4F: 3 clusters Score -2602320 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2603094.750000 Penalty: 4893.300781
	Iteration 5F: 3 clusters Score -2603095 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2603897.000000 Penalty: 4893.300781
	Iteration 6F: 3 clusters Score -2603897 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2604657.250000 Penalty: 4893.300781
	Iteration 7F: 3 clusters Score -2604657 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2605365.250000 Penalty: 4893.300781
	Iteration 8F: 3 clusters Score -2605365 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2606004.500000 Penalty: 4893.300781
	Iteration 9Q: 3 clusters Score -2606004 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2606659.000000 Penalty: 4893.300781
	Iteration 10Q: 3 clusters Score -2606659 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2607293.000000 Penalty: 4893.300781
	Iteration 11Q: 3 clusters Score -2607293 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2607849.250000 Penalty: 4893.300781
	Iteration 12Q: 3 clusters Score -2607849 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2608354.500000 Penalty: 4893.300781
	Iteration 13Q: 3 clusters Score -2608354 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2608717.500000 Penalty: 4893.300781
	Iteration 14Q: 3 clusters Score -2608718 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2608955.500000 Penalty: 4893.300781
	Iteration 15Q: 3 clusters Score -2608956 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2609100.750000 Penalty: 4893.300781
	Iteration 16Q: 3 clusters Score -2609101 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2609147.500000 Penalty: 4893.300781
	Iteration 17Q: 3 clusters Score -2609148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2609170.000000 Penalty: 4893.300781
	Iteration 18Q: 3 clusters Score -2609170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2609178.250000 Penalty: 4893.300781
	Iteration 19Q: 3 clusters Score -2609178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2609180.750000 Penalty: 4893.300781
	Iteration 20F: 3 clusters Score -2609181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2609184.500000 Penalty: 4893.300781
	Iteration 21Q: 3 clusters Score -2609184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2609184.250000 Penalty: 4893.300781
	Iteration 22Q: 3 clusters Score -2609184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2609190.000000 Penalty: 4893.300781
	Iteration 23Q: 3 clusters Score -2609190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2609188.750000 Penalty: 4893.300781
	Iteration 24Q: 3 clusters Score -2609189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2609191.000000 Penalty: 4893.300781
	Iteration 25Q: 3 clusters Score -2609191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2609192.750000 Penalty: 4893.300781
	Iteration 26Q: 3 clusters Score -2609193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2609193.500000 Penalty: 4893.300781
	Iteration 27Q: 3 clusters Score -2609194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2609193.000000 Penalty: 4893.300781
	Iteration 28Q: 3 clusters Score -2609193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2609194.000000 Penalty: 4893.300781
	Iteration 29Q: 3 clusters Score -2609194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2609195.250000 Penalty: 4893.300781
	Iteration 30Q: 3 clusters Score -2609195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2609195.250000 Penalty: 4893.300781
	Iteration 31F: 3 clusters Score -2609195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Entering Unmasked Estep 
Score: -2576481.000000 Penalty: 2464.740234
	Iteration 0F: 2 clusters Score -2576481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2561927.000000 Penalty: 4929.480469
	Iteration 0F: 3 clusters Score -2561927 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2567306.000000 Penalty: 4929.480469
	Iteration 1F: 3 clusters Score -2567306 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2568168.250000 Penalty: 4929.480469
	Iteration 2F: 3 clusters Score -2568168 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2568977.000000 Penalty: 4929.480469
	Iteration 3F: 3 clusters Score -2568977 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2569784.000000 Penalty: 4929.480469
	Iteration 4F: 3 clusters Score -2569784 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2570494.750000 Penalty: 4929.480469
	Iteration 5F: 3 clusters Score -2570495 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2571061.000000 Penalty: 4929.480469
	Iteration 6Q: 3 clusters Score -2571061 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2571567.750000 Penalty: 4929.480469
	Iteration 7Q: 3 clusters Score -2571568 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2571958.250000 Penalty: 4929.480469
	Iteration 8Q: 3 clusters Score -2571958 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2572346.250000 Penalty: 4929.480469
	Iteration 9Q: 3 clusters Score -2572346 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2572640.750000 Penalty: 4929.480469
	Iteration 10Q: 3 clusters Score -2572641 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2572872.500000 Penalty: 4929.480469
	Iteration 11Q: 3 clusters Score -2572872 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2573067.750000 Penalty: 4929.480469
	Iteration 12Q: 3 clusters Score -2573068 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2573237.250000 Penalty: 4929.480469
	Iteration 13Q: 3 clusters Score -2573237 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2573400.750000 Penalty: 4929.480469
	Iteration 14Q: 3 clusters Score -2573401 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2573531.500000 Penalty: 4929.480469
	Iteration 15Q: 3 clusters Score -2573532 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2573650.000000 Penalty: 4929.480469
	Iteration 16Q: 3 clusters Score -2573650 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2573744.000000 Penalty: 4929.480469
	Iteration 17Q: 3 clusters Score -2573744 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2573835.250000 Penalty: 4929.480469
	Iteration 18Q: 3 clusters Score -2573835 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2573900.000000 Penalty: 4929.480469
	Iteration 19Q: 3 clusters Score -2573900 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2573955.500000 Penalty: 4929.480469
	Iteration 20F: 3 clusters Score -2573956 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2574006.750000 Penalty: 4929.480469
	Iteration 21Q: 3 clusters Score -2574007 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2574050.500000 Penalty: 4929.480469
	Iteration 22Q: 3 clusters Score -2574050 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2574077.500000 Penalty: 4929.480469
	Iteration 23Q: 3 clusters Score -2574078 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2574106.750000 Penalty: 4929.480469
	Iteration 24Q: 3 clusters Score -2574107 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2574133.750000 Penalty: 4929.480469
	Iteration 25Q: 3 clusters Score -2574134 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2574156.750000 Penalty: 4929.480469
	Iteration 26Q: 3 clusters Score -2574157 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2574195.750000 Penalty: 4929.480469
	Iteration 27Q: 3 clusters Score -2574196 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2574233.750000 Penalty: 4929.480469
	Iteration 28Q: 3 clusters Score -2574234 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2574273.250000 Penalty: 4929.480469
	Iteration 29Q: 3 clusters Score -2574273 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2574302.000000 Penalty: 4929.480469
	Iteration 30Q: 3 clusters Score -2574302 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2574313.000000 Penalty: 4929.480469
	Iteration 31Q: 3 clusters Score -2574313 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2574329.500000 Penalty: 4929.480469
	Iteration 32Q: 3 clusters Score -2574330 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2574356.500000 Penalty: 4929.480469
	Iteration 33Q: 3 clusters Score -2574356 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2574378.750000 Penalty: 4929.480469
	Iteration 34Q: 3 clusters Score -2574379 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2574388.000000 Penalty: 4929.480469
	Iteration 35Q: 3 clusters Score -2574388 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2574408.250000 Penalty: 4929.480469
	Iteration 36Q: 3 clusters Score -2574408 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2574426.000000 Penalty: 4929.480469
	Iteration 37Q: 3 clusters Score -2574426 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2574448.750000 Penalty: 4929.480469
	Iteration 38Q: 3 clusters Score -2574449 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2574470.250000 Penalty: 4929.480469
	Iteration 39Q: 3 clusters Score -2574470 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2574485.250000 Penalty: 4929.480469
	Iteration 40F: 3 clusters Score -2574485 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2574509.500000 Penalty: 4929.480469
	Iteration 41Q: 3 clusters Score -2574510 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2574526.750000 Penalty: 4929.480469
	Iteration 42Q: 3 clusters Score -2574527 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2574549.750000 Penalty: 4929.480469
	Iteration 43Q: 3 clusters Score -2574550 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2574565.500000 Penalty: 4929.480469
	Iteration 44Q: 3 clusters Score -2574566 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2574585.500000 Penalty: 4929.480469
	Iteration 45Q: 3 clusters Score -2574586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2574605.250000 Penalty: 4929.480469
	Iteration 46Q: 3 clusters Score -2574605 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2574635.500000 Penalty: 4929.480469
	Iteration 47Q: 3 clusters Score -2574636 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2574656.000000 Penalty: 4929.480469
	Iteration 48Q: 3 clusters Score -2574656 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2574693.500000 Penalty: 4929.480469
	Iteration 49Q: 3 clusters Score -2574694 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2574720.250000 Penalty: 4929.480469
	Iteration 50Q: 3 clusters Score -2574720 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2574738.250000 Penalty: 4929.480469
	Iteration 51Q: 3 clusters Score -2574738 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2574771.000000 Penalty: 4929.480469
	Iteration 52Q: 3 clusters Score -2574771 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2574805.500000 Penalty: 4929.480469
	Iteration 53Q: 3 clusters Score -2574806 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2574827.000000 Penalty: 4929.480469
	Iteration 54Q: 3 clusters Score -2574827 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2574869.500000 Penalty: 4929.480469
	Iteration 55Q: 3 clusters Score -2574870 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2574913.500000 Penalty: 4929.480469
	Iteration 56Q: 3 clusters Score -2574914 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2574952.500000 Penalty: 4929.480469
	Iteration 57Q: 3 clusters Score -2574952 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2575009.750000 Penalty: 4929.480469
	Iteration 58Q: 3 clusters Score -2575010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2575069.500000 Penalty: 4929.480469
	Iteration 59Q: 3 clusters Score -2575070 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2575123.000000 Penalty: 4929.480469
	Iteration 60F: 3 clusters Score -2575123 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2575180.250000 Penalty: 4929.480469
	Iteration 61Q: 3 clusters Score -2575180 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2575247.750000 Penalty: 4929.480469
	Iteration 62Q: 3 clusters Score -2575248 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2575305.000000 Penalty: 4929.480469
	Iteration 63Q: 3 clusters Score -2575305 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2575339.000000 Penalty: 4929.480469
	Iteration 64Q: 3 clusters Score -2575339 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2575374.750000 Penalty: 4929.480469
	Iteration 65Q: 3 clusters Score -2575375 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2575392.000000 Penalty: 4929.480469
	Iteration 66Q: 3 clusters Score -2575392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2575409.750000 Penalty: 4929.480469
	Iteration 67Q: 3 clusters Score -2575410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2575410.500000 Penalty: 4929.480469
	Iteration 68Q: 3 clusters Score -2575410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2575419.000000 Penalty: 4929.480469
	Iteration 69Q: 3 clusters Score -2575419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2575417.750000 Penalty: 4929.480469
	Iteration 70Q: 3 clusters Score -2575418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2575427.250000 Penalty: 4929.480469
	Iteration 71Q: 3 clusters Score -2575427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2575430.000000 Penalty: 4929.480469
	Iteration 72Q: 3 clusters Score -2575430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2575430.250000 Penalty: 4929.480469
	Iteration 73Q: 3 clusters Score -2575430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2575431.500000 Penalty: 4929.480469
	Iteration 74Q: 3 clusters Score -2575432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2575432.500000 Penalty: 4929.480469
	Iteration 75Q: 3 clusters Score -2575432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2575434.500000 Penalty: 4929.480469
	Iteration 76Q: 3 clusters Score -2575434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2575434.500000 Penalty: 4929.480469
	Iteration 77Q: 3 clusters Score -2575434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2575435.500000 Penalty: 4929.480469
	Iteration 78Q: 3 clusters Score -2575436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2575439.500000 Penalty: 4929.480469
	Iteration 79Q: 3 clusters Score -2575440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2575440.500000 Penalty: 4929.480469
	Iteration 80F: 3 clusters Score -2575440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2575438.500000 Penalty: 4929.480469
	Iteration 81Q: 3 clusters Score -2575438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2575438.750000 Penalty: 4929.480469
	Iteration 82Q: 3 clusters Score -2575439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2575444.000000 Penalty: 4929.480469
	Iteration 83Q: 3 clusters Score -2575444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2575440.000000 Penalty: 4929.480469
	Iteration 84Q: 3 clusters Score -2575440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2575443.500000 Penalty: 4929.480469
	Iteration 85Q: 3 clusters Score -2575444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2575439.750000 Penalty: 4929.480469
	Iteration 86Q: 3 clusters Score -2575440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2575440.250000 Penalty: 4929.480469
	Iteration 87Q: 3 clusters Score -2575440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2575438.500000 Penalty: 4929.480469
	Iteration 88Q: 3 clusters Score -2575438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2575440.750000 Penalty: 4929.480469
	Iteration 89Q: 3 clusters Score -2575441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2575440.000000 Penalty: 4929.480469
	Iteration 90Q: 3 clusters Score -2575440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2575443.250000 Penalty: 4929.480469
	Iteration 91Q: 3 clusters Score -2575443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2575444.000000 Penalty: 4929.480469
	Iteration 92Q: 3 clusters Score -2575444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2575445.000000 Penalty: 4929.480469
	Iteration 93Q: 3 clusters Score -2575445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2575445.000000 Penalty: 4929.480469
	Iteration 94Q: 3 clusters Score -2575445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2575445.750000 Penalty: 4929.480469
	Iteration 95Q: 3 clusters Score -2575446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2575450.000000 Penalty: 4929.480469
	Iteration 96Q: 3 clusters Score -2575450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2575449.750000 Penalty: 4929.480469
	Iteration 97Q: 3 clusters Score -2575450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2575449.500000 Penalty: 4929.480469
	Iteration 98Q: 3 clusters Score -2575450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2575450.750000 Penalty: 4929.480469
	Iteration 99Q: 3 clusters Score -2575451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2575453.750000 Penalty: 4929.480469
	Iteration 100F: 3 clusters Score -2575454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2575450.500000 Penalty: 4929.480469
	Iteration 101Q: 3 clusters Score -2575450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2575451.250000 Penalty: 4929.480469
	Iteration 102Q: 3 clusters Score -2575451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2575453.000000 Penalty: 4929.480469
	Iteration 103Q: 3 clusters Score -2575453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2575452.000000 Penalty: 4929.480469
	Iteration 104Q: 3 clusters Score -2575452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2575454.250000 Penalty: 4929.480469
	Iteration 105Q: 3 clusters Score -2575454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2575456.000000 Penalty: 4929.480469
	Iteration 106Q: 3 clusters Score -2575456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2575456.000000 Penalty: 4929.480469
	Iteration 107F: 3 clusters Score -2575456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Entering Unmasked Estep 
Score: -783393.375000 Penalty: 2158.469727
	Iteration 0F: 2 clusters Score -783393.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -778310.812500 Penalty: 4316.939453
	Iteration 0F: 3 clusters Score -778310.8 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -779820.625000 Penalty: 4316.939453
	Iteration 1F: 3 clusters Score -779820.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -780651.375000 Penalty: 4316.939453
	Iteration 2F: 3 clusters Score -780651.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -781783.312500 Penalty: 4316.939453
	Iteration 3F: 3 clusters Score -781783.3 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -783006.562500 Penalty: 4316.939453
	Iteration 4F: 3 clusters Score -783006.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -783785.125000 Penalty: 4316.939453
	Iteration 5F: 3 clusters Score -783785.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -784157.625000 Penalty: 4316.939453
	Iteration 6F: 3 clusters Score -784157.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -784308.500000 Penalty: 4316.939453
	Iteration 7Q: 3 clusters Score -784308.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -784389.375000 Penalty: 4316.939453
	Iteration 8Q: 3 clusters Score -784389.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -784429.125000 Penalty: 4316.939453
	Iteration 9Q: 3 clusters Score -784429.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -784450.750000 Penalty: 4316.939453
	Iteration 10Q: 3 clusters Score -784450.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -784465.062500 Penalty: 4316.939453
	Iteration 11Q: 3 clusters Score -784465.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -784472.812500 Penalty: 4316.939453
	Iteration 12Q: 3 clusters Score -784472.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -784478.500000 Penalty: 4316.939453
	Iteration 13Q: 3 clusters Score -784478.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -784481.562500 Penalty: 4316.939453
	Iteration 14Q: 3 clusters Score -784481.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -784484.937500 Penalty: 4316.939453
	Iteration 15Q: 3 clusters Score -784484.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -784485.250000 Penalty: 4316.939453
	Iteration 16Q: 3 clusters Score -784485.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -784485.312500 Penalty: 4316.939453
	Iteration 17Q: 3 clusters Score -784485.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -784486.312500 Penalty: 4316.939453
	Iteration 18Q: 3 clusters Score -784486.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -784484.750000 Penalty: 4316.939453
	Iteration 19Q: 3 clusters Score -784484.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -784485.625000 Penalty: 4316.939453
	Iteration 20F: 3 clusters Score -784485.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -784486.750000 Penalty: 4316.939453
	Iteration 21Q: 3 clusters Score -784486.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -784486.687500 Penalty: 4316.939453
	Iteration 22Q: 3 clusters Score -784486.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -784489.125000 Penalty: 4316.939453
	Iteration 23Q: 3 clusters Score -784489.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -784488.562500 Penalty: 4316.939453
	Iteration 24Q: 3 clusters Score -784488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -784488.562500 Penalty: 4316.939453
	Iteration 25F: 3 clusters Score -784488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154923 members 
Mstep: Class 2 contains 6691 members 
Mstep: Class 3 contains 20941 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 18401 members 
Mstep: Class 6 contains 37412 members 
Mstep: Class 7 contains 166601 members 
Mstep: Class 8 contains 26028 members 
Mstep: Class 9 contains 19255 members 
Mstep: Class 10 contains 20712 members 
Mstep: Class 11 contains 1979 members 
Mstep: Class 12 contains 6310 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 25619 members 
Mstep: Class 15 contains 10889 members 
Mstep: Class 16 contains 10630 members 
Mstep: Class 17 contains 6794 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 90142 members 
Mstep: Class 20 contains 7826 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21656 members 
Mstep: Class 23 contains 66625 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 13546 members 
Mstep: Class 26 contains 6008 members 
Mstep: Class 27 contains 9442 members 
Mstep: Class 28 contains 4045 members 
Entering Unmasked Estep 
Score: -100900328.000000 Penalty: 94062.085938
Splitting cluster 11 changes total score from -100896384.000000 to -100900328.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (6310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Entering Unmasked Estep 
Score: -795810.062500 Penalty: 2169.973145
	Iteration 0F: 2 clusters Score -795810.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -790447.187500 Penalty: 4339.946289
	Iteration 0F: 3 clusters Score -790447.2 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -792432.562500 Penalty: 4339.946289
	Iteration 1F: 3 clusters Score -792432.6 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -793464.500000 Penalty: 4339.946289
	Iteration 2F: 3 clusters Score -793464.5 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -794291.812500 Penalty: 4339.946289
	Iteration 3F: 3 clusters Score -794291.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -794752.625000 Penalty: 4339.946289
	Iteration 4F: 3 clusters Score -794752.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -794996.437500 Penalty: 4339.946289
	Iteration 5F: 3 clusters Score -794996.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -795146.062500 Penalty: 4339.946289
	Iteration 6Q: 3 clusters Score -795146.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -795279.437500 Penalty: 4339.946289
	Iteration 7Q: 3 clusters Score -795279.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -795421.187500 Penalty: 4339.946289
	Iteration 8Q: 3 clusters Score -795421.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -795542.687500 Penalty: 4339.946289
	Iteration 9Q: 3 clusters Score -795542.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -795627.437500 Penalty: 4339.946289
	Iteration 10Q: 3 clusters Score -795627.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -795691.062500 Penalty: 4339.946289
	Iteration 11Q: 3 clusters Score -795691.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -795730.875000 Penalty: 4339.946289
	Iteration 12Q: 3 clusters Score -795730.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -795755.750000 Penalty: 4339.946289
	Iteration 13Q: 3 clusters Score -795755.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -795781.687500 Penalty: 4339.946289
	Iteration 14Q: 3 clusters Score -795781.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -795795.687500 Penalty: 4339.946289
	Iteration 15Q: 3 clusters Score -795795.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -795807.125000 Penalty: 4339.946289
	Iteration 16Q: 3 clusters Score -795807.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -795814.687500 Penalty: 4339.946289
	Iteration 17Q: 3 clusters Score -795814.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -795821.187500 Penalty: 4339.946289
	Iteration 18Q: 3 clusters Score -795821.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -795827.062500 Penalty: 4339.946289
	Iteration 19Q: 3 clusters Score -795827.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -795831.187500 Penalty: 4339.946289
	Iteration 20F: 3 clusters Score -795831.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -795833.875000 Penalty: 4339.946289
	Iteration 21Q: 3 clusters Score -795833.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -795834.687500 Penalty: 4339.946289
	Iteration 22Q: 3 clusters Score -795834.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -795836.062500 Penalty: 4339.946289
	Iteration 23Q: 3 clusters Score -795836.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -795836.500000 Penalty: 4339.946289
	Iteration 24Q: 3 clusters Score -795836.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -795837.375000 Penalty: 4339.946289
	Iteration 25Q: 3 clusters Score -795837.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -795838.000000 Penalty: 4339.946289
	Iteration 26Q: 3 clusters Score -795838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -795840.000000 Penalty: 4339.946289
	Iteration 27Q: 3 clusters Score -795840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -795838.687500 Penalty: 4339.946289
	Iteration 28Q: 3 clusters Score -795838.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -795838.437500 Penalty: 4339.946289
	Iteration 29Q: 3 clusters Score -795838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -795839.125000 Penalty: 4339.946289
	Iteration 30Q: 3 clusters Score -795839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -795839.562500 Penalty: 4339.946289
	Iteration 31Q: 3 clusters Score -795839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -795839.812500 Penalty: 4339.946289
	Iteration 32Q: 3 clusters Score -795839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -795839.500000 Penalty: 4339.946289
	Iteration 33Q: 3 clusters Score -795839.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -795840.875000 Penalty: 4339.946289
	Iteration 34Q: 3 clusters Score -795840.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -795841.687500 Penalty: 4339.946289
	Iteration 35Q: 3 clusters Score -795841.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -795840.562500 Penalty: 4339.946289
	Iteration 36Q: 3 clusters Score -795840.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -795840.562500 Penalty: 4339.946289
	Iteration 37F: 3 clusters Score -795840.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154923 members 
Mstep: Class 2 contains 6691 members 
Mstep: Class 3 contains 20941 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 18401 members 
Mstep: Class 6 contains 37412 members 
Mstep: Class 7 contains 166601 members 
Mstep: Class 8 contains 26028 members 
Mstep: Class 9 contains 19255 members 
Mstep: Class 10 contains 20712 members 
Mstep: Class 11 contains 1979 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 25619 members 
Mstep: Class 15 contains 10889 members 
Mstep: Class 16 contains 10630 members 
Mstep: Class 17 contains 6794 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 90142 members 
Mstep: Class 20 contains 7826 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21656 members 
Mstep: Class 23 contains 66625 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 13546 members 
Mstep: Class 26 contains 6008 members 
Mstep: Class 27 contains 9442 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 2789 members 
Entering Unmasked Estep 
Score: -100899208.000000 Penalty: 97421.445312
Splitting cluster 12 changes total score from -100896384.000000 to -100899208.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (2476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Entering Unmasked Estep 
Score: -297909.312500 Penalty: 1937.971191
	Iteration 0F: 2 clusters Score -297909.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -295059.562500 Penalty: 3875.942383
	Iteration 0F: 3 clusters Score -295059.6 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -296370.500000 Penalty: 3875.942383
	Iteration 1F: 3 clusters Score -296370.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -297161.843750 Penalty: 3875.942383
	Iteration 2F: 3 clusters Score -297161.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -297777.468750 Penalty: 3875.942383
	Iteration 3F: 3 clusters Score -297777.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -298487.562500 Penalty: 3875.942383
	Iteration 4F: 3 clusters Score -298487.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -299178.281250 Penalty: 3875.942383
	Iteration 5F: 3 clusters Score -299178.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -299988.906250 Penalty: 3875.942383
	Iteration 6Q: 3 clusters Score -299988.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -300355.125000 Penalty: 3875.942383
	Iteration 7Q: 3 clusters Score -300355.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -300499.062500 Penalty: 3875.942383
	Iteration 8Q: 3 clusters Score -300499.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -300605.437500 Penalty: 3875.942383
	Iteration 9Q: 3 clusters Score -300605.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -300643.406250 Penalty: 3875.942383
	Iteration 10Q: 3 clusters Score -300643.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -300665.406250 Penalty: 3875.942383
	Iteration 11Q: 3 clusters Score -300665.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -300687.625000 Penalty: 3875.942383
	Iteration 12Q: 3 clusters Score -300687.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -300696.000000 Penalty: 3875.942383
	Iteration 13Q: 3 clusters Score -300696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -300699.437500 Penalty: 3875.942383
	Iteration 14Q: 3 clusters Score -300699.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -300701.281250 Penalty: 3875.942383
	Iteration 15Q: 3 clusters Score -300701.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -300702.718750 Penalty: 3875.942383
	Iteration 16F: 3 clusters Score -300702.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -300703.968750 Penalty: 3875.942383
	Iteration 17Q: 3 clusters Score -300704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -300703.968750 Penalty: 3875.942383
	Iteration 18F: 3 clusters Score -300704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154923 members 
Mstep: Class 2 contains 6691 members 
Mstep: Class 3 contains 20941 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 18401 members 
Mstep: Class 6 contains 37412 members 
Mstep: Class 7 contains 166601 members 
Mstep: Class 8 contains 26028 members 
Mstep: Class 9 contains 19255 members 
Mstep: Class 10 contains 20712 members 
Mstep: Class 11 contains 1979 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 1063 members 
Mstep: Class 14 contains 25619 members 
Mstep: Class 15 contains 10889 members 
Mstep: Class 16 contains 10630 members 
Mstep: Class 17 contains 6794 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 90142 members 
Mstep: Class 20 contains 7826 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 21656 members 
Mstep: Class 23 contains 66625 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 13546 members 
Mstep: Class 26 contains 6008 members 
Mstep: Class 27 contains 9442 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 2789 members 
Mstep: Class 30 contains 1413 members 
Entering Unmasked Estep 
Score: -100900784.000000 Penalty: 100780.804688
Splitting cluster 13 changes total score from -100896384.000000 to -100900784.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (25619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Entering Unmasked Estep 
Score: -3349524.000000 Penalty: 2517.470215
	Iteration 0F: 2 clusters Score -3349524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -3331898.250000 Penalty: 5034.940430
	Iteration 0F: 3 clusters Score -3331898 nChanged 11396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3338612.750000 Penalty: 5034.940430
	Iteration 1F: 3 clusters Score -3338613 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -3339736.000000 Penalty: 5034.940430
	Iteration 2F: 3 clusters Score -3339736 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3340969.500000 Penalty: 5034.940430
	Iteration 3F: 3 clusters Score -3340970 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3342138.250000 Penalty: 5034.940430
	Iteration 4F: 3 clusters Score -3342138 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -3343126.500000 Penalty: 5034.940430
	Iteration 5F: 3 clusters Score -3343126 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -3343896.250000 Penalty: 5034.940430
	Iteration 6F: 3 clusters Score -3343896 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3344501.750000 Penalty: 5034.940430
	Iteration 7Q: 3 clusters Score -3344502 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -3345066.500000 Penalty: 5034.940430
	Iteration 8Q: 3 clusters Score -3345066 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -3345611.750000 Penalty: 5034.940430
	Iteration 9Q: 3 clusters Score -3345612 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -3346073.500000 Penalty: 5034.940430
	Iteration 10Q: 3 clusters Score -3346074 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -3346535.500000 Penalty: 5034.940430
	Iteration 11Q: 3 clusters Score -3346536 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3346920.750000 Penalty: 5034.940430
	Iteration 12Q: 3 clusters Score -3346921 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -3347278.750000 Penalty: 5034.940430
	Iteration 13Q: 3 clusters Score -3347279 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -3347549.500000 Penalty: 5034.940430
	Iteration 14Q: 3 clusters Score -3347550 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -3347787.250000 Penalty: 5034.940430
	Iteration 15Q: 3 clusters Score -3347787 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3347995.500000 Penalty: 5034.940430
	Iteration 16Q: 3 clusters Score -3347996 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -3348140.750000 Penalty: 5034.940430
	Iteration 17Q: 3 clusters Score -3348141 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -3348240.000000 Penalty: 5034.940430
	Iteration 18Q: 3 clusters Score -3348240 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3348312.750000 Penalty: 5034.940430
	Iteration 19Q: 3 clusters Score -3348313 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -3348385.500000 Penalty: 5034.940430
	Iteration 20F: 3 clusters Score -3348386 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -3348479.500000 Penalty: 5034.940430
	Iteration 21Q: 3 clusters Score -3348480 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -3348534.750000 Penalty: 5034.940430
	Iteration 22Q: 3 clusters Score -3348535 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -3348565.000000 Penalty: 5034.940430
	Iteration 23Q: 3 clusters Score -3348565 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -3348589.250000 Penalty: 5034.940430
	Iteration 24Q: 3 clusters Score -3348589 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -3348616.250000 Penalty: 5034.940430
	Iteration 25Q: 3 clusters Score -3348616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3348643.000000 Penalty: 5034.940430
	Iteration 26Q: 3 clusters Score -3348643 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -3348655.500000 Penalty: 5034.940430
	Iteration 27Q: 3 clusters Score -3348656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -3348666.000000 Penalty: 5034.940430
	Iteration 28Q: 3 clusters Score -3348666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3348674.250000 Penalty: 5034.940430
	Iteration 29Q: 3 clusters Score -3348674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -3348689.000000 Penalty: 5034.940430
	Iteration 30Q: 3 clusters Score -3348689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -3348691.500000 Penalty: 5034.940430
	Iteration 31Q: 3 clusters Score -3348692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -3348709.250000 Penalty: 5034.940430
	Iteration 32Q: 3 clusters Score -3348709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -3348715.000000 Penalty: 5034.940430
	Iteration 33Q: 3 clusters Score -3348715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -3348716.750000 Penalty: 5034.940430
	Iteration 34Q: 3 clusters Score -3348717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -3348732.000000 Penalty: 5034.940430
	Iteration 35Q: 3 clusters Score -3348732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -3348741.250000 Penalty: 5034.940430
	Iteration 36Q: 3 clusters Score -3348741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -3348751.250000 Penalty: 5034.940430
	Iteration 37Q: 3 clusters Score -3348751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -3348756.500000 Penalty: 5034.940430
	Iteration 38Q: 3 clusters Score -3348756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -3348757.250000 Penalty: 5034.940430
	Iteration 39Q: 3 clusters Score -3348757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -3348755.500000 Penalty: 5034.940430
	Iteration 40F: 3 clusters Score -3348756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -3348756.500000 Penalty: 5034.940430
	Iteration 41Q: 3 clusters Score -3348756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3348757.250000 Penalty: 5034.940430
	Iteration 42Q: 3 clusters Score -3348757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3348760.250000 Penalty: 5034.940430
	Iteration 43Q: 3 clusters Score -3348760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -3348766.250000 Penalty: 5034.940430
	Iteration 44Q: 3 clusters Score -3348766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3348767.000000 Penalty: 5034.940430
	Iteration 45Q: 3 clusters Score -3348767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -3348769.250000 Penalty: 5034.940430
	Iteration 46Q: 3 clusters Score -3348769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -3348767.000000 Penalty: 5034.940430
	Iteration 47Q: 3 clusters Score -3348767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -3348768.750000 Penalty: 5034.940430
	Iteration 48Q: 3 clusters Score -3348769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -3348772.500000 Penalty: 5034.940430
	Iteration 49Q: 3 clusters Score -3348772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -3348775.250000 Penalty: 5034.940430
	Iteration 50Q: 3 clusters Score -3348775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -3348772.750000 Penalty: 5034.940430
	Iteration 51Q: 3 clusters Score -3348773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -3348772.750000 Penalty: 5034.940430
	Iteration 52F: 3 clusters Score -3348773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Entering Unmasked Estep 
Score: -1428236.625000 Penalty: 2305.286133
	Iteration 0F: 2 clusters Score -1428237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1420016.000000 Penalty: 4610.572266
	Iteration 0F: 3 clusters Score -1420016 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1422369.250000 Penalty: 4610.572266
	Iteration 1F: 3 clusters Score -1422369 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1422698.000000 Penalty: 4610.572266
	Iteration 2F: 3 clusters Score -1422698 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1422930.875000 Penalty: 4610.572266
	Iteration 3F: 3 clusters Score -1422931 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1423132.750000 Penalty: 4610.572266
	Iteration 4Q: 3 clusters Score -1423133 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1423330.000000 Penalty: 4610.572266
	Iteration 5Q: 3 clusters Score -1423330 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1423491.250000 Penalty: 4610.572266
	Iteration 6Q: 3 clusters Score -1423491 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1423639.375000 Penalty: 4610.572266
	Iteration 7Q: 3 clusters Score -1423639 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1423762.750000 Penalty: 4610.572266
	Iteration 8Q: 3 clusters Score -1423763 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1423898.750000 Penalty: 4610.572266
	Iteration 9Q: 3 clusters Score -1423899 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1424030.250000 Penalty: 4610.572266
	Iteration 10Q: 3 clusters Score -1424030 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1424180.625000 Penalty: 4610.572266
	Iteration 11Q: 3 clusters Score -1424181 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1424390.500000 Penalty: 4610.572266
	Iteration 12Q: 3 clusters Score -1424390 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1424611.125000 Penalty: 4610.572266
	Iteration 13Q: 3 clusters Score -1424611 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1424821.125000 Penalty: 4610.572266
	Iteration 14Q: 3 clusters Score -1424821 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1425007.750000 Penalty: 4610.572266
	Iteration 15Q: 3 clusters Score -1425008 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1425183.375000 Penalty: 4610.572266
	Iteration 16Q: 3 clusters Score -1425183 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1425325.750000 Penalty: 4610.572266
	Iteration 17Q: 3 clusters Score -1425326 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1425438.875000 Penalty: 4610.572266
	Iteration 18Q: 3 clusters Score -1425439 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1425535.000000 Penalty: 4610.572266
	Iteration 19Q: 3 clusters Score -1425535 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1425617.375000 Penalty: 4610.572266
	Iteration 20F: 3 clusters Score -1425617 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1425684.625000 Penalty: 4610.572266
	Iteration 21Q: 3 clusters Score -1425685 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1425741.625000 Penalty: 4610.572266
	Iteration 22Q: 3 clusters Score -1425742 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1425780.125000 Penalty: 4610.572266
	Iteration 23Q: 3 clusters Score -1425780 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1425817.000000 Penalty: 4610.572266
	Iteration 24Q: 3 clusters Score -1425817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1425852.375000 Penalty: 4610.572266
	Iteration 25Q: 3 clusters Score -1425852 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1425887.750000 Penalty: 4610.572266
	Iteration 26Q: 3 clusters Score -1425888 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1425913.375000 Penalty: 4610.572266
	Iteration 27Q: 3 clusters Score -1425913 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1425938.125000 Penalty: 4610.572266
	Iteration 28Q: 3 clusters Score -1425938 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1425960.625000 Penalty: 4610.572266
	Iteration 29Q: 3 clusters Score -1425961 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1425983.000000 Penalty: 4610.572266
	Iteration 30Q: 3 clusters Score -1425983 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1425999.250000 Penalty: 4610.572266
	Iteration 31Q: 3 clusters Score -1425999 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1426017.625000 Penalty: 4610.572266
	Iteration 32Q: 3 clusters Score -1426018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1426029.250000 Penalty: 4610.572266
	Iteration 33Q: 3 clusters Score -1426029 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1426034.375000 Penalty: 4610.572266
	Iteration 34Q: 3 clusters Score -1426034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1426049.500000 Penalty: 4610.572266
	Iteration 35Q: 3 clusters Score -1426050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1426053.625000 Penalty: 4610.572266
	Iteration 36Q: 3 clusters Score -1426054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1426062.750000 Penalty: 4610.572266
	Iteration 37Q: 3 clusters Score -1426063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1426070.750000 Penalty: 4610.572266
	Iteration 38Q: 3 clusters Score -1426071 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1426076.250000 Penalty: 4610.572266
	Iteration 39Q: 3 clusters Score -1426076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1426089.375000 Penalty: 4610.572266
	Iteration 40F: 3 clusters Score -1426089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1426093.875000 Penalty: 4610.572266
	Iteration 41Q: 3 clusters Score -1426094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1426098.000000 Penalty: 4610.572266
	Iteration 42Q: 3 clusters Score -1426098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1426100.625000 Penalty: 4610.572266
	Iteration 43Q: 3 clusters Score -1426101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1426105.875000 Penalty: 4610.572266
	Iteration 44Q: 3 clusters Score -1426106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1426110.125000 Penalty: 4610.572266
	Iteration 45Q: 3 clusters Score -1426110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1426116.625000 Penalty: 4610.572266
	Iteration 46Q: 3 clusters Score -1426117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1426119.500000 Penalty: 4610.572266
	Iteration 47Q: 3 clusters Score -1426120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1426123.250000 Penalty: 4610.572266
	Iteration 48Q: 3 clusters Score -1426123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1426129.750000 Penalty: 4610.572266
	Iteration 49Q: 3 clusters Score -1426130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1426133.875000 Penalty: 4610.572266
	Iteration 50Q: 3 clusters Score -1426134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1426138.125000 Penalty: 4610.572266
	Iteration 51Q: 3 clusters Score -1426138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1426139.375000 Penalty: 4610.572266
	Iteration 52Q: 3 clusters Score -1426139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1426140.250000 Penalty: 4610.572266
	Iteration 53Q: 3 clusters Score -1426140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1426143.000000 Penalty: 4610.572266
	Iteration 54Q: 3 clusters Score -1426143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1426142.875000 Penalty: 4610.572266
	Iteration 55Q: 3 clusters Score -1426143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1426143.625000 Penalty: 4610.572266
	Iteration 56Q: 3 clusters Score -1426144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1426143.375000 Penalty: 4610.572266
	Iteration 57Q: 3 clusters Score -1426143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1426146.125000 Penalty: 4610.572266
	Iteration 58Q: 3 clusters Score -1426146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1426144.625000 Penalty: 4610.572266
	Iteration 59Q: 3 clusters Score -1426145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1426146.750000 Penalty: 4610.572266
	Iteration 60F: 3 clusters Score -1426147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1426148.375000 Penalty: 4610.572266
	Iteration 61Q: 3 clusters Score -1426148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1426148.375000 Penalty: 4610.572266
	Iteration 62F: 3 clusters Score -1426148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Entering Unmasked Estep 
Score: -1450299.875000 Penalty: 2299.316162
	Iteration 0F: 2 clusters Score -1450300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1442232.125000 Penalty: 4598.632324
	Iteration 0F: 3 clusters Score -1442232 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1444678.375000 Penalty: 4598.632324
	Iteration 1F: 3 clusters Score -1444678 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1445041.375000 Penalty: 4598.632324
	Iteration 2F: 3 clusters Score -1445041 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1445278.125000 Penalty: 4598.632324
	Iteration 3F: 3 clusters Score -1445278 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1445482.375000 Penalty: 4598.632324
	Iteration 4Q: 3 clusters Score -1445482 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1445698.625000 Penalty: 4598.632324
	Iteration 5Q: 3 clusters Score -1445699 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1445951.000000 Penalty: 4598.632324
	Iteration 6Q: 3 clusters Score -1445951 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1446240.250000 Penalty: 4598.632324
	Iteration 7Q: 3 clusters Score -1446240 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1446495.000000 Penalty: 4598.632324
	Iteration 8Q: 3 clusters Score -1446495 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1446698.500000 Penalty: 4598.632324
	Iteration 9Q: 3 clusters Score -1446698 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1446843.625000 Penalty: 4598.632324
	Iteration 10Q: 3 clusters Score -1446844 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1446943.750000 Penalty: 4598.632324
	Iteration 11Q: 3 clusters Score -1446944 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1447029.000000 Penalty: 4598.632324
	Iteration 12Q: 3 clusters Score -1447029 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1447091.875000 Penalty: 4598.632324
	Iteration 13Q: 3 clusters Score -1447092 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1447144.375000 Penalty: 4598.632324
	Iteration 14Q: 3 clusters Score -1447144 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1447179.875000 Penalty: 4598.632324
	Iteration 15Q: 3 clusters Score -1447180 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1447224.625000 Penalty: 4598.632324
	Iteration 16Q: 3 clusters Score -1447225 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1447250.500000 Penalty: 4598.632324
	Iteration 17Q: 3 clusters Score -1447250 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1447273.500000 Penalty: 4598.632324
	Iteration 18Q: 3 clusters Score -1447274 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1447303.750000 Penalty: 4598.632324
	Iteration 19Q: 3 clusters Score -1447304 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1447320.375000 Penalty: 4598.632324
	Iteration 20F: 3 clusters Score -1447320 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1447343.125000 Penalty: 4598.632324
	Iteration 21Q: 3 clusters Score -1447343 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1447360.500000 Penalty: 4598.632324
	Iteration 22Q: 3 clusters Score -1447360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1447382.250000 Penalty: 4598.632324
	Iteration 23Q: 3 clusters Score -1447382 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1447403.625000 Penalty: 4598.632324
	Iteration 24Q: 3 clusters Score -1447404 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1447420.500000 Penalty: 4598.632324
	Iteration 25Q: 3 clusters Score -1447420 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1447446.125000 Penalty: 4598.632324
	Iteration 26Q: 3 clusters Score -1447446 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1447479.375000 Penalty: 4598.632324
	Iteration 27Q: 3 clusters Score -1447479 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1447521.000000 Penalty: 4598.632324
	Iteration 28Q: 3 clusters Score -1447521 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1447566.000000 Penalty: 4598.632324
	Iteration 29Q: 3 clusters Score -1447566 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1447620.750000 Penalty: 4598.632324
	Iteration 30Q: 3 clusters Score -1447621 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1447673.375000 Penalty: 4598.632324
	Iteration 31Q: 3 clusters Score -1447673 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1447724.500000 Penalty: 4598.632324
	Iteration 32Q: 3 clusters Score -1447724 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1447767.750000 Penalty: 4598.632324
	Iteration 33Q: 3 clusters Score -1447768 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1447834.250000 Penalty: 4598.632324
	Iteration 34Q: 3 clusters Score -1447834 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1447907.875000 Penalty: 4598.632324
	Iteration 35Q: 3 clusters Score -1447908 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1448005.875000 Penalty: 4598.632324
	Iteration 36Q: 3 clusters Score -1448006 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1448095.750000 Penalty: 4598.632324
	Iteration 37Q: 3 clusters Score -1448096 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1448176.875000 Penalty: 4598.632324
	Iteration 38Q: 3 clusters Score -1448177 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1448257.875000 Penalty: 4598.632324
	Iteration 39Q: 3 clusters Score -1448258 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1448327.625000 Penalty: 4598.632324
	Iteration 40F: 3 clusters Score -1448328 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1448400.750000 Penalty: 4598.632324
	Iteration 41Q: 3 clusters Score -1448401 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1448479.625000 Penalty: 4598.632324
	Iteration 42Q: 3 clusters Score -1448480 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1448539.875000 Penalty: 4598.632324
	Iteration 43Q: 3 clusters Score -1448540 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1448600.375000 Penalty: 4598.632324
	Iteration 44Q: 3 clusters Score -1448600 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1448650.875000 Penalty: 4598.632324
	Iteration 45Q: 3 clusters Score -1448651 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1448690.500000 Penalty: 4598.632324
	Iteration 46Q: 3 clusters Score -1448690 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1448720.125000 Penalty: 4598.632324
	Iteration 47Q: 3 clusters Score -1448720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1448735.750000 Penalty: 4598.632324
	Iteration 48Q: 3 clusters Score -1448736 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1448756.750000 Penalty: 4598.632324
	Iteration 49Q: 3 clusters Score -1448757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1448771.875000 Penalty: 4598.632324
	Iteration 50Q: 3 clusters Score -1448772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1448784.750000 Penalty: 4598.632324
	Iteration 51Q: 3 clusters Score -1448785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1448789.750000 Penalty: 4598.632324
	Iteration 52Q: 3 clusters Score -1448790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1448798.000000 Penalty: 4598.632324
	Iteration 53Q: 3 clusters Score -1448798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1448808.750000 Penalty: 4598.632324
	Iteration 54Q: 3 clusters Score -1448809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1448815.500000 Penalty: 4598.632324
	Iteration 55Q: 3 clusters Score -1448816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1448819.875000 Penalty: 4598.632324
	Iteration 56Q: 3 clusters Score -1448820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1448822.000000 Penalty: 4598.632324
	Iteration 57Q: 3 clusters Score -1448822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1448824.500000 Penalty: 4598.632324
	Iteration 58Q: 3 clusters Score -1448824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1448826.125000 Penalty: 4598.632324
	Iteration 59Q: 3 clusters Score -1448826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1448826.250000 Penalty: 4598.632324
	Iteration 60F: 3 clusters Score -1448826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1448826.250000 Penalty: 4598.632324
	Iteration 61Q: 3 clusters Score -1448826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1448828.375000 Penalty: 4598.632324
	Iteration 62Q: 3 clusters Score -1448828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1448832.250000 Penalty: 4598.632324
	Iteration 63Q: 3 clusters Score -1448832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1448833.625000 Penalty: 4598.632324
	Iteration 64Q: 3 clusters Score -1448834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1448831.750000 Penalty: 4598.632324
	Iteration 65Q: 3 clusters Score -1448832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1448831.000000 Penalty: 4598.632324
	Iteration 66Q: 3 clusters Score -1448831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1448832.000000 Penalty: 4598.632324
	Iteration 67Q: 3 clusters Score -1448832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1448833.000000 Penalty: 4598.632324
	Iteration 68Q: 3 clusters Score -1448833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1448833.000000 Penalty: 4598.632324
	Iteration 69F: 3 clusters Score -1448833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Entering Unmasked Estep 
Score: -911241.250000 Penalty: 2188.301270
	Iteration 0F: 2 clusters Score -911241.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -905567.312500 Penalty: 4376.602539
	Iteration 0F: 3 clusters Score -905567.3 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -907093.812500 Penalty: 4376.602539
	Iteration 1F: 3 clusters Score -907093.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -907357.000000 Penalty: 4376.602539
	Iteration 2F: 3 clusters Score -907357 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -907526.500000 Penalty: 4376.602539
	Iteration 3F: 3 clusters Score -907526.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -907653.000000 Penalty: 4376.602539
	Iteration 4Q: 3 clusters Score -907653 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -907786.687500 Penalty: 4376.602539
	Iteration 5Q: 3 clusters Score -907786.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -907926.687500 Penalty: 4376.602539
	Iteration 6Q: 3 clusters Score -907926.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -908073.812500 Penalty: 4376.602539
	Iteration 7Q: 3 clusters Score -908073.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -908227.500000 Penalty: 4376.602539
	Iteration 8Q: 3 clusters Score -908227.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -908398.062500 Penalty: 4376.602539
	Iteration 9Q: 3 clusters Score -908398.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -908571.125000 Penalty: 4376.602539
	Iteration 10Q: 3 clusters Score -908571.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -908729.000000 Penalty: 4376.602539
	Iteration 11Q: 3 clusters Score -908729 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -908876.250000 Penalty: 4376.602539
	Iteration 12Q: 3 clusters Score -908876.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -909010.187500 Penalty: 4376.602539
	Iteration 13Q: 3 clusters Score -909010.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -909129.312500 Penalty: 4376.602539
	Iteration 14Q: 3 clusters Score -909129.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -909201.812500 Penalty: 4376.602539
	Iteration 15Q: 3 clusters Score -909201.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -909252.562500 Penalty: 4376.602539
	Iteration 16Q: 3 clusters Score -909252.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -909299.500000 Penalty: 4376.602539
	Iteration 17Q: 3 clusters Score -909299.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -909333.250000 Penalty: 4376.602539
	Iteration 18Q: 3 clusters Score -909333.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -909372.312500 Penalty: 4376.602539
	Iteration 19Q: 3 clusters Score -909372.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -909408.000000 Penalty: 4376.602539
	Iteration 20F: 3 clusters Score -909408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -909432.937500 Penalty: 4376.602539
	Iteration 21Q: 3 clusters Score -909432.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -909450.312500 Penalty: 4376.602539
	Iteration 22Q: 3 clusters Score -909450.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -909465.812500 Penalty: 4376.602539
	Iteration 23Q: 3 clusters Score -909465.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -909477.312500 Penalty: 4376.602539
	Iteration 24Q: 3 clusters Score -909477.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -909484.062500 Penalty: 4376.602539
	Iteration 25Q: 3 clusters Score -909484.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -909490.875000 Penalty: 4376.602539
	Iteration 26Q: 3 clusters Score -909490.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -909496.437500 Penalty: 4376.602539
	Iteration 27Q: 3 clusters Score -909496.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -909500.687500 Penalty: 4376.602539
	Iteration 28Q: 3 clusters Score -909500.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -909502.937500 Penalty: 4376.602539
	Iteration 29Q: 3 clusters Score -909502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -909502.812500 Penalty: 4376.602539
	Iteration 30Q: 3 clusters Score -909502.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -909502.812500 Penalty: 4376.602539
	Iteration 31F: 3 clusters Score -909502.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Entering Unmasked Estep 
Score: -369679.750000 Penalty: 2002.975830
	Iteration 0F: 2 clusters Score -369679.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -366344.375000 Penalty: 4005.951660
	Iteration 0F: 3 clusters Score -366344.4 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -367201.000000 Penalty: 4005.951660
	Iteration 1F: 3 clusters Score -367201 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -367471.843750 Penalty: 4005.951660
	Iteration 2F: 3 clusters Score -367471.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -367783.656250 Penalty: 4005.951660
	Iteration 3F: 3 clusters Score -367783.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -368174.718750 Penalty: 4005.951660
	Iteration 4F: 3 clusters Score -368174.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -368579.437500 Penalty: 4005.951660
	Iteration 5F: 3 clusters Score -368579.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -368852.718750 Penalty: 4005.951660
	Iteration 6F: 3 clusters Score -368852.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -369053.906250 Penalty: 4005.951660
	Iteration 7F: 3 clusters Score -369053.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -369182.968750 Penalty: 4005.951660
	Iteration 8Q: 3 clusters Score -369183 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -369277.312500 Penalty: 4005.951660
	Iteration 9Q: 3 clusters Score -369277.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -369349.500000 Penalty: 4005.951660
	Iteration 10Q: 3 clusters Score -369349.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -369399.218750 Penalty: 4005.951660
	Iteration 11Q: 3 clusters Score -369399.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -369425.343750 Penalty: 4005.951660
	Iteration 12Q: 3 clusters Score -369425.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -369446.125000 Penalty: 4005.951660
	Iteration 13Q: 3 clusters Score -369446.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -369460.062500 Penalty: 4005.951660
	Iteration 14Q: 3 clusters Score -369460.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -369470.406250 Penalty: 4005.951660
	Iteration 15Q: 3 clusters Score -369470.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -369488.437500 Penalty: 4005.951660
	Iteration 16Q: 3 clusters Score -369488.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -369510.250000 Penalty: 4005.951660
	Iteration 17Q: 3 clusters Score -369510.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -369531.031250 Penalty: 4005.951660
	Iteration 18Q: 3 clusters Score -369531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -369537.281250 Penalty: 4005.951660
	Iteration 19Q: 3 clusters Score -369537.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -369539.968750 Penalty: 4005.951660
	Iteration 20F: 3 clusters Score -369540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -369542.718750 Penalty: 4005.951660
	Iteration 21Q: 3 clusters Score -369542.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -369545.937500 Penalty: 4005.951660
	Iteration 22Q: 3 clusters Score -369545.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -369550.812500 Penalty: 4005.951660
	Iteration 23Q: 3 clusters Score -369550.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -369553.531250 Penalty: 4005.951660
	Iteration 24Q: 3 clusters Score -369553.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -369556.218750 Penalty: 4005.951660
	Iteration 25Q: 3 clusters Score -369556.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -369559.906250 Penalty: 4005.951660
	Iteration 26Q: 3 clusters Score -369559.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -369560.531250 Penalty: 4005.951660
	Iteration 27Q: 3 clusters Score -369560.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -369560.500000 Penalty: 4005.951660
	Iteration 28Q: 3 clusters Score -369560.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -369561.656250 Penalty: 4005.951660
	Iteration 29Q: 3 clusters Score -369561.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -369561.718750 Penalty: 4005.951660
	Iteration 30Q: 3 clusters Score -369561.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -369561.718750 Penalty: 4005.951660
	Iteration 31F: 3 clusters Score -369561.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (90142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90142 members 
Entering Unmasked Estep 
Score: -12259432.000000 Penalty: 2829.467041
	Iteration 0F: 2 clusters Score -1.225943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -12198929.000000 Penalty: 5658.934082
	Iteration 0F: 3 clusters Score -1.219893e+07 nChanged 42651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -12223625.000000 Penalty: 5658.934082
	Iteration 1F: 3 clusters Score -1.222362e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -12224854.000000 Penalty: 5658.934082
	Iteration 2Q: 3 clusters Score -1.222485e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -12226555.000000 Penalty: 5658.934082
	Iteration 3Q: 3 clusters Score -1.222656e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -12228988.000000 Penalty: 5658.934082
	Iteration 4F: 3 clusters Score -1.222899e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -12232199.000000 Penalty: 5658.934082
	Iteration 5F: 3 clusters Score -1.22322e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -12235796.000000 Penalty: 5658.934082
	Iteration 6F: 3 clusters Score -1.22358e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -12239044.000000 Penalty: 5658.934082
	Iteration 7F: 3 clusters Score -1.223904e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 57712 members 
Entering Unmasked Estep 
Score: -12241488.000000 Penalty: 5658.934082
	Iteration 8F: 3 clusters Score -1.224149e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -12243353.000000 Penalty: 5658.934082
	Iteration 9Q: 3 clusters Score -1.224335e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -12244490.000000 Penalty: 5658.934082
	Iteration 10Q: 3 clusters Score -1.224449e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -12245308.000000 Penalty: 5658.934082
	Iteration 11Q: 3 clusters Score -1.224531e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 66312 members 
Entering Unmasked Estep 
Score: -12246161.000000 Penalty: 5658.934082
	Iteration 12Q: 3 clusters Score -1.224616e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 68508 members 
Entering Unmasked Estep 
Score: -12247006.000000 Penalty: 5658.934082
	Iteration 13Q: 3 clusters Score -1.224701e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -12247696.000000 Penalty: 5658.934082
	Iteration 14Q: 3 clusters Score -1.22477e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 72891 members 
Entering Unmasked Estep 
Score: -12248505.000000 Penalty: 5658.934082
	Iteration 15Q: 3 clusters Score -1.22485e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 75147 members 
Entering Unmasked Estep 
Score: -12249435.000000 Penalty: 5658.934082
	Iteration 16Q: 3 clusters Score -1.224944e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 77404 members 
Entering Unmasked Estep 
Score: -12250483.000000 Penalty: 5658.934082
	Iteration 17Q: 3 clusters Score -1.225048e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 79590 members 
Entering Unmasked Estep 
Score: -12251490.000000 Penalty: 5658.934082
	Iteration 18Q: 3 clusters Score -1.225149e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 81584 members 
Entering Unmasked Estep 
Score: -12252442.000000 Penalty: 5658.934082
	Iteration 19Q: 3 clusters Score -1.225244e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 83397 members 
Entering Unmasked Estep 
Score: -12253477.000000 Penalty: 5658.934082
	Iteration 20F: 3 clusters Score -1.225348e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 84945 members 
Entering Unmasked Estep 
Score: -12254348.000000 Penalty: 5658.934082
	Iteration 21Q: 3 clusters Score -1.225435e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 86184 members 
Entering Unmasked Estep 
Score: -12255134.000000 Penalty: 5658.934082
	Iteration 22Q: 3 clusters Score -1.225513e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 87107 members 
Entering Unmasked Estep 
Score: -12255724.000000 Penalty: 5658.934082
	Iteration 23Q: 3 clusters Score -1.225572e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 87761 members 
Entering Unmasked Estep 
Score: -12256108.000000 Penalty: 5658.934082
	Iteration 24Q: 3 clusters Score -1.225611e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 88256 members 
Entering Unmasked Estep 
Score: -12256415.000000 Penalty: 5658.934082
	Iteration 25Q: 3 clusters Score -1.225642e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 88587 members 
Entering Unmasked Estep 
Score: -12256608.000000 Penalty: 5658.934082
	Iteration 26Q: 3 clusters Score -1.225661e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 88824 members 
Entering Unmasked Estep 
Score: -12256755.000000 Penalty: 5658.934082
	Iteration 27Q: 3 clusters Score -1.225676e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 88970 members 
Entering Unmasked Estep 
Score: -12256823.000000 Penalty: 5658.934082
	Iteration 28Q: 3 clusters Score -1.225682e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 89069 members 
Entering Unmasked Estep 
Score: -12256891.000000 Penalty: 5658.934082
	Iteration 29Q: 3 clusters Score -1.225689e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 89147 members 
Entering Unmasked Estep 
Score: -12256938.000000 Penalty: 5658.934082
	Iteration 30Q: 3 clusters Score -1.225694e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 89208 members 
Entering Unmasked Estep 
Score: -12256980.000000 Penalty: 5658.934082
	Iteration 31Q: 3 clusters Score -1.225698e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 89263 members 
Entering Unmasked Estep 
Score: -12257019.000000 Penalty: 5658.934082
	Iteration 32Q: 3 clusters Score -1.225702e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 89295 members 
Entering Unmasked Estep 
Score: -12257038.000000 Penalty: 5658.934082
	Iteration 33Q: 3 clusters Score -1.225704e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 89321 members 
Entering Unmasked Estep 
Score: -12257086.000000 Penalty: 5658.934082
	Iteration 34Q: 3 clusters Score -1.225709e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 89343 members 
Entering Unmasked Estep 
Score: -12257101.000000 Penalty: 5658.934082
	Iteration 35Q: 3 clusters Score -1.22571e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 89364 members 
Entering Unmasked Estep 
Score: -12257132.000000 Penalty: 5658.934082
	Iteration 36Q: 3 clusters Score -1.225713e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 89384 members 
Entering Unmasked Estep 
Score: -12257152.000000 Penalty: 5658.934082
	Iteration 37Q: 3 clusters Score -1.225715e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 89406 members 
Entering Unmasked Estep 
Score: -12257162.000000 Penalty: 5658.934082
	Iteration 38Q: 3 clusters Score -1.225716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 89414 members 
Entering Unmasked Estep 
Score: -12257183.000000 Penalty: 5658.934082
	Iteration 39Q: 3 clusters Score -1.225718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 89414 members 
Entering Unmasked Estep 
Score: -12257184.000000 Penalty: 5658.934082
	Iteration 40F: 3 clusters Score -1.225718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 89418 members 
Entering Unmasked Estep 
Score: -12257177.000000 Penalty: 5658.934082
	Iteration 41Q: 3 clusters Score -1.225718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 89418 members 
Entering Unmasked Estep 
Score: -12257175.000000 Penalty: 5658.934082
	Iteration 42Q: 3 clusters Score -1.225718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 89418 members 
Entering Unmasked Estep 
Score: -12257183.000000 Penalty: 5658.934082
	Iteration 43Q: 3 clusters Score -1.225718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 89416 members 
Entering Unmasked Estep 
Score: -12257185.000000 Penalty: 5658.934082
	Iteration 44Q: 3 clusters Score -1.225718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 89416 members 
Entering Unmasked Estep 
Score: -12257185.000000 Penalty: 5658.934082
	Iteration 45Q: 3 clusters Score -1.225718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 89413 members 
Entering Unmasked Estep 
Score: -12257199.000000 Penalty: 5658.934082
	Iteration 46Q: 3 clusters Score -1.22572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 89417 members 
Entering Unmasked Estep 
Score: -12257209.000000 Penalty: 5658.934082
	Iteration 47Q: 3 clusters Score -1.225721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 89419 members 
Entering Unmasked Estep 
Score: -12257214.000000 Penalty: 5658.934082
	Iteration 48Q: 3 clusters Score -1.225721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 89422 members 
Entering Unmasked Estep 
Score: -12257219.000000 Penalty: 5658.934082
	Iteration 49Q: 3 clusters Score -1.225722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 89424 members 
Entering Unmasked Estep 
Score: -12257223.000000 Penalty: 5658.934082
	Iteration 50Q: 3 clusters Score -1.225722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 89427 members 
Entering Unmasked Estep 
Score: -12257226.000000 Penalty: 5658.934082
	Iteration 51Q: 3 clusters Score -1.225723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 89428 members 
Entering Unmasked Estep 
Score: -12257220.000000 Penalty: 5658.934082
	Iteration 52Q: 3 clusters Score -1.225722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 89429 members 
Entering Unmasked Estep 
Score: -12257226.000000 Penalty: 5658.934082
	Iteration 53Q: 3 clusters Score -1.225723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 89431 members 
Entering Unmasked Estep 
Score: -12257223.000000 Penalty: 5658.934082
	Iteration 54Q: 3 clusters Score -1.225722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 89430 members 
Entering Unmasked Estep 
Score: -12257224.000000 Penalty: 5658.934082
	Iteration 55Q: 3 clusters Score -1.225722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 89428 members 
Entering Unmasked Estep 
Score: -12257229.000000 Penalty: 5658.934082
	Iteration 56Q: 3 clusters Score -1.225723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 89428 members 
Entering Unmasked Estep 
Score: -12257225.000000 Penalty: 5658.934082
	Iteration 57Q: 3 clusters Score -1.225722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 89429 members 
Entering Unmasked Estep 
Score: -12257225.000000 Penalty: 5658.934082
	Iteration 58Q: 3 clusters Score -1.225722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 89429 members 
Entering Unmasked Estep 
Score: -12257225.000000 Penalty: 5658.934082
	Iteration 59F: 3 clusters Score -1.225722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Entering Unmasked Estep 
Score: -928240.750000 Penalty: 2223.371338
	Iteration 0F: 2 clusters Score -928240.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -922062.687500 Penalty: 4446.742676
	Iteration 0F: 3 clusters Score -922062.7 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -923900.687500 Penalty: 4446.742676
	Iteration 1F: 3 clusters Score -923900.7 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -924485.875000 Penalty: 4446.742676
	Iteration 2F: 3 clusters Score -924485.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -925076.875000 Penalty: 4446.742676
	Iteration 3F: 3 clusters Score -925076.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -925614.500000 Penalty: 4446.742676
	Iteration 4F: 3 clusters Score -925614.5 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -926119.250000 Penalty: 4446.742676
	Iteration 5F: 3 clusters Score -926119.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -926498.875000 Penalty: 4446.742676
	Iteration 6F: 3 clusters Score -926498.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -926784.937500 Penalty: 4446.742676
	Iteration 7Q: 3 clusters Score -926784.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -927013.312500 Penalty: 4446.742676
	Iteration 8Q: 3 clusters Score -927013.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -927151.437500 Penalty: 4446.742676
	Iteration 9Q: 3 clusters Score -927151.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -927238.437500 Penalty: 4446.742676
	Iteration 10Q: 3 clusters Score -927238.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -927282.312500 Penalty: 4446.742676
	Iteration 11Q: 3 clusters Score -927282.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -927315.312500 Penalty: 4446.742676
	Iteration 12Q: 3 clusters Score -927315.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -927337.875000 Penalty: 4446.742676
	Iteration 13Q: 3 clusters Score -927337.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -927356.062500 Penalty: 4446.742676
	Iteration 14Q: 3 clusters Score -927356.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -927373.562500 Penalty: 4446.742676
	Iteration 15Q: 3 clusters Score -927373.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -927390.500000 Penalty: 4446.742676
	Iteration 16Q: 3 clusters Score -927390.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -927399.062500 Penalty: 4446.742676
	Iteration 17Q: 3 clusters Score -927399.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -927405.500000 Penalty: 4446.742676
	Iteration 18Q: 3 clusters Score -927405.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -927409.562500 Penalty: 4446.742676
	Iteration 19Q: 3 clusters Score -927409.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -927416.312500 Penalty: 4446.742676
	Iteration 20F: 3 clusters Score -927416.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -927422.375000 Penalty: 4446.742676
	Iteration 21Q: 3 clusters Score -927422.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -927430.625000 Penalty: 4446.742676
	Iteration 22Q: 3 clusters Score -927430.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -927434.812500 Penalty: 4446.742676
	Iteration 23Q: 3 clusters Score -927434.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -927440.187500 Penalty: 4446.742676
	Iteration 24Q: 3 clusters Score -927440.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -927444.687500 Penalty: 4446.742676
	Iteration 25Q: 3 clusters Score -927444.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -927451.937500 Penalty: 4446.742676
	Iteration 26Q: 3 clusters Score -927451.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -927457.500000 Penalty: 4446.742676
	Iteration 27Q: 3 clusters Score -927457.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -927459.500000 Penalty: 4446.742676
	Iteration 28Q: 3 clusters Score -927459.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -927462.375000 Penalty: 4446.742676
	Iteration 29Q: 3 clusters Score -927462.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -927460.312500 Penalty: 4446.742676
	Iteration 30Q: 3 clusters Score -927460.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -927460.812500 Penalty: 4446.742676
	Iteration 31Q: 3 clusters Score -927460.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -927462.187500 Penalty: 4446.742676
	Iteration 32Q: 3 clusters Score -927462.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -927464.187500 Penalty: 4446.742676
	Iteration 33Q: 3 clusters Score -927464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -927464.562500 Penalty: 4446.742676
	Iteration 34Q: 3 clusters Score -927464.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -927465.875000 Penalty: 4446.742676
	Iteration 35Q: 3 clusters Score -927465.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -927468.937500 Penalty: 4446.742676
	Iteration 36Q: 3 clusters Score -927468.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -927469.937500 Penalty: 4446.742676
	Iteration 37Q: 3 clusters Score -927469.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -927469.625000 Penalty: 4446.742676
	Iteration 38Q: 3 clusters Score -927469.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -927471.812500 Penalty: 4446.742676
	Iteration 39Q: 3 clusters Score -927471.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -927472.375000 Penalty: 4446.742676
	Iteration 40F: 3 clusters Score -927472.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -927475.437500 Penalty: 4446.742676
	Iteration 41Q: 3 clusters Score -927475.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -927474.250000 Penalty: 4446.742676
	Iteration 42Q: 3 clusters Score -927474.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -927475.937500 Penalty: 4446.742676
	Iteration 43Q: 3 clusters Score -927475.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -927478.250000 Penalty: 4446.742676
	Iteration 44Q: 3 clusters Score -927478.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -927480.625000 Penalty: 4446.742676
	Iteration 45Q: 3 clusters Score -927480.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -927481.375000 Penalty: 4446.742676
	Iteration 46Q: 3 clusters Score -927481.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -927483.000000 Penalty: 4446.742676
	Iteration 47Q: 3 clusters Score -927483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -927483.500000 Penalty: 4446.742676
	Iteration 48Q: 3 clusters Score -927483.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -927484.375000 Penalty: 4446.742676
	Iteration 49Q: 3 clusters Score -927484.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -927488.687500 Penalty: 4446.742676
	Iteration 50Q: 3 clusters Score -927488.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -927493.187500 Penalty: 4446.742676
	Iteration 51Q: 3 clusters Score -927493.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -927495.875000 Penalty: 4446.742676
	Iteration 52Q: 3 clusters Score -927495.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -927502.937500 Penalty: 4446.742676
	Iteration 53Q: 3 clusters Score -927502.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -927510.437500 Penalty: 4446.742676
	Iteration 54Q: 3 clusters Score -927510.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -927517.000000 Penalty: 4446.742676
	Iteration 55Q: 3 clusters Score -927517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -927522.250000 Penalty: 4446.742676
	Iteration 56Q: 3 clusters Score -927522.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -927528.625000 Penalty: 4446.742676
	Iteration 57Q: 3 clusters Score -927528.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -927535.875000 Penalty: 4446.742676
	Iteration 58Q: 3 clusters Score -927535.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -927539.812500 Penalty: 4446.742676
	Iteration 59Q: 3 clusters Score -927539.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -927540.937500 Penalty: 4446.742676
	Iteration 60F: 3 clusters Score -927540.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -927542.625000 Penalty: 4446.742676
	Iteration 61Q: 3 clusters Score -927542.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -927545.000000 Penalty: 4446.742676
	Iteration 62Q: 3 clusters Score -927545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -927546.750000 Penalty: 4446.742676
	Iteration 63Q: 3 clusters Score -927546.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -927549.375000 Penalty: 4446.742676
	Iteration 64Q: 3 clusters Score -927549.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -927551.562500 Penalty: 4446.742676
	Iteration 65Q: 3 clusters Score -927551.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -927551.750000 Penalty: 4446.742676
	Iteration 66Q: 3 clusters Score -927551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -927552.062500 Penalty: 4446.742676
	Iteration 67Q: 3 clusters Score -927552.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -927555.687500 Penalty: 4446.742676
	Iteration 68Q: 3 clusters Score -927555.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -927559.000000 Penalty: 4446.742676
	Iteration 69Q: 3 clusters Score -927559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -927561.812500 Penalty: 4446.742676
	Iteration 70Q: 3 clusters Score -927561.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -927564.812500 Penalty: 4446.742676
	Iteration 71Q: 3 clusters Score -927564.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -927566.125000 Penalty: 4446.742676
	Iteration 72Q: 3 clusters Score -927566.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -927568.500000 Penalty: 4446.742676
	Iteration 73Q: 3 clusters Score -927568.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -927567.437500 Penalty: 4446.742676
	Iteration 74Q: 3 clusters Score -927567.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -927568.812500 Penalty: 4446.742676
	Iteration 75Q: 3 clusters Score -927568.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -927569.125000 Penalty: 4446.742676
	Iteration 76Q: 3 clusters Score -927569.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -927568.875000 Penalty: 4446.742676
	Iteration 77Q: 3 clusters Score -927568.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -927568.875000 Penalty: 4446.742676
	Iteration 78F: 3 clusters Score -927568.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -91776.445312 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -91776.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90217.421875 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -90217.42 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -90935.820312 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -90935.82 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -91332.234375 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -91332.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -91593.148438 Penalty: 3330.830322
	Iteration 3F: 3 clusters Score -91593.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -91761.273438 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -91761.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -91911.398438 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -91911.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91996.718750 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -91996.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -92062.343750 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -92062.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -92092.843750 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -92092.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -92148.429688 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -92148.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -92303.968750 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -92303.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -92401.328125 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -92401.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -92592.250000 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -92592.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -92719.859375 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -92719.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -92724.398438 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -92724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -92726.007812 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -92726.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -92730.554688 Penalty: 3330.830322
	Iteration 16F: 3 clusters Score -92730.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -92743.710938 Penalty: 3330.830322
	Iteration 17Q: 3 clusters Score -92743.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -92753.062500 Penalty: 3330.830322
	Iteration 18Q: 3 clusters Score -92753.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -92754.335938 Penalty: 3330.830322
	Iteration 19Q: 3 clusters Score -92754.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -92757.132812 Penalty: 3330.830322
	Iteration 20F: 3 clusters Score -92757.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -92758.804688 Penalty: 3330.830322
	Iteration 21Q: 3 clusters Score -92758.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -92758.804688 Penalty: 3330.830322
	Iteration 22F: 3 clusters Score -92758.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154923 members 
Mstep: Class 2 contains 6691 members 
Mstep: Class 3 contains 20941 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 18401 members 
Mstep: Class 6 contains 37412 members 
Mstep: Class 7 contains 166601 members 
Mstep: Class 8 contains 26028 members 
Mstep: Class 9 contains 19255 members 
Mstep: Class 10 contains 20712 members 
Mstep: Class 11 contains 1979 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 1063 members 
Mstep: Class 14 contains 25619 members 
Mstep: Class 15 contains 10889 members 
Mstep: Class 16 contains 10630 members 
Mstep: Class 17 contains 6794 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 90142 members 
Mstep: Class 20 contains 7826 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 21656 members 
Mstep: Class 23 contains 66625 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 13546 members 
Mstep: Class 26 contains 6008 members 
Mstep: Class 27 contains 9442 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 2789 members 
Mstep: Class 30 contains 1413 members 
Mstep: Class 31 contains 514 members 
Entering Unmasked Estep 
Score: -100900008.000000 Penalty: 104140.164062
Splitting cluster 21 changes total score from -100896384.000000 to -100900008.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 22 (21656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Entering Unmasked Estep 
Score: -2785047.500000 Penalty: 2475.793457
	Iteration 0F: 2 clusters Score -2785048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2769831.750000 Penalty: 4951.586914
	Iteration 0F: 3 clusters Score -2769832 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2775259.500000 Penalty: 4951.586914
	Iteration 1F: 3 clusters Score -2775260 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2775988.750000 Penalty: 4951.586914
	Iteration 2F: 3 clusters Score -2775989 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2776724.500000 Penalty: 4951.586914
	Iteration 3F: 3 clusters Score -2776724 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2777455.750000 Penalty: 4951.586914
	Iteration 4F: 3 clusters Score -2777456 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2778178.250000 Penalty: 4951.586914
	Iteration 5F: 3 clusters Score -2778178 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2778939.250000 Penalty: 4951.586914
	Iteration 6F: 3 clusters Score -2778939 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2779716.500000 Penalty: 4951.586914
	Iteration 7F: 3 clusters Score -2779716 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2780493.750000 Penalty: 4951.586914
	Iteration 8F: 3 clusters Score -2780494 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2781186.000000 Penalty: 4951.586914
	Iteration 9Q: 3 clusters Score -2781186 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2781801.000000 Penalty: 4951.586914
	Iteration 10Q: 3 clusters Score -2781801 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2782315.500000 Penalty: 4951.586914
	Iteration 11Q: 3 clusters Score -2782316 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2782643.250000 Penalty: 4951.586914
	Iteration 12Q: 3 clusters Score -2782643 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2782888.500000 Penalty: 4951.586914
	Iteration 13Q: 3 clusters Score -2782888 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2783053.250000 Penalty: 4951.586914
	Iteration 14Q: 3 clusters Score -2783053 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2783180.250000 Penalty: 4951.586914
	Iteration 15Q: 3 clusters Score -2783180 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2783288.000000 Penalty: 4951.586914
	Iteration 16Q: 3 clusters Score -2783288 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2783367.500000 Penalty: 4951.586914
	Iteration 17Q: 3 clusters Score -2783368 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2783459.000000 Penalty: 4951.586914
	Iteration 18Q: 3 clusters Score -2783459 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2783517.750000 Penalty: 4951.586914
	Iteration 19Q: 3 clusters Score -2783518 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2783545.750000 Penalty: 4951.586914
	Iteration 20F: 3 clusters Score -2783546 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2783564.750000 Penalty: 4951.586914
	Iteration 21Q: 3 clusters Score -2783565 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2783598.500000 Penalty: 4951.586914
	Iteration 22Q: 3 clusters Score -2783598 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2783612.500000 Penalty: 4951.586914
	Iteration 23Q: 3 clusters Score -2783612 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2783625.000000 Penalty: 4951.586914
	Iteration 24Q: 3 clusters Score -2783625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2783625.750000 Penalty: 4951.586914
	Iteration 25Q: 3 clusters Score -2783626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2783638.250000 Penalty: 4951.586914
	Iteration 26Q: 3 clusters Score -2783638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2783640.000000 Penalty: 4951.586914
	Iteration 27Q: 3 clusters Score -2783640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2783648.750000 Penalty: 4951.586914
	Iteration 28Q: 3 clusters Score -2783649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2783661.750000 Penalty: 4951.586914
	Iteration 29Q: 3 clusters Score -2783662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2783664.000000 Penalty: 4951.586914
	Iteration 30Q: 3 clusters Score -2783664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2783666.250000 Penalty: 4951.586914
	Iteration 31Q: 3 clusters Score -2783666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2783676.750000 Penalty: 4951.586914
	Iteration 32Q: 3 clusters Score -2783677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2783680.500000 Penalty: 4951.586914
	Iteration 33Q: 3 clusters Score -2783680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2783681.000000 Penalty: 4951.586914
	Iteration 34Q: 3 clusters Score -2783681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2783685.750000 Penalty: 4951.586914
	Iteration 35Q: 3 clusters Score -2783686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2783689.750000 Penalty: 4951.586914
	Iteration 36Q: 3 clusters Score -2783690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2783688.000000 Penalty: 4951.586914
	Iteration 37Q: 3 clusters Score -2783688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2783688.000000 Penalty: 4951.586914
	Iteration 38F: 3 clusters Score -2783688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (66625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66625 members 
Entering Unmasked Estep 
Score: -8982062.000000 Penalty: 2754.495117
	Iteration 0F: 2 clusters Score -8982062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -8937476.000000 Penalty: 5508.990234
	Iteration 0F: 3 clusters Score -8937476 nChanged 31159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -8955511.000000 Penalty: 5508.990234
	Iteration 1F: 3 clusters Score -8955511 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -8956915.000000 Penalty: 5508.990234
	Iteration 2Q: 3 clusters Score -8956915 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -8958574.000000 Penalty: 5508.990234
	Iteration 3F: 3 clusters Score -8958574 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -8960474.000000 Penalty: 5508.990234
	Iteration 4F: 3 clusters Score -8960474 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -8962460.000000 Penalty: 5508.990234
	Iteration 5F: 3 clusters Score -8962460 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -8964350.000000 Penalty: 5508.990234
	Iteration 6F: 3 clusters Score -8964350 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -8966142.000000 Penalty: 5508.990234
	Iteration 7F: 3 clusters Score -8966142 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -8967717.000000 Penalty: 5508.990234
	Iteration 8F: 3 clusters Score -8967717 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -8969051.000000 Penalty: 5508.990234
	Iteration 9Q: 3 clusters Score -8969051 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -8970363.000000 Penalty: 5508.990234
	Iteration 10Q: 3 clusters Score -8970363 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -8971602.000000 Penalty: 5508.990234
	Iteration 11Q: 3 clusters Score -8971602 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -8972894.000000 Penalty: 5508.990234
	Iteration 12Q: 3 clusters Score -8972894 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -8974157.000000 Penalty: 5508.990234
	Iteration 13Q: 3 clusters Score -8974157 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -8975326.000000 Penalty: 5508.990234
	Iteration 14Q: 3 clusters Score -8975326 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59962 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -8976602.000000 Penalty: 5508.990234
	Iteration 15Q: 3 clusters Score -8976602 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -8977578.000000 Penalty: 5508.990234
	Iteration 16Q: 3 clusters Score -8977578 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62907 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -8978357.000000 Penalty: 5508.990234
	Iteration 17Q: 3 clusters Score -8978357 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -8978914.000000 Penalty: 5508.990234
	Iteration 18Q: 3 clusters Score -8978914 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64483 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8979302.000000 Penalty: 5508.990234
	Iteration 19Q: 3 clusters Score -8979302 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64888 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8979524.000000 Penalty: 5508.990234
	Iteration 20F: 3 clusters Score -8979524 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65139 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8979677.000000 Penalty: 5508.990234
	Iteration 21Q: 3 clusters Score -8979677 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8979725.000000 Penalty: 5508.990234
	Iteration 22Q: 3 clusters Score -8979725 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -8979756.000000 Penalty: 5508.990234
	Iteration 23Q: 3 clusters Score -8979756 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65490 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8979768.000000 Penalty: 5508.990234
	Iteration 24Q: 3 clusters Score -8979768 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8979824.000000 Penalty: 5508.990234
	Iteration 25Q: 3 clusters Score -8979824 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8979852.000000 Penalty: 5508.990234
	Iteration 26Q: 3 clusters Score -8979852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8979874.000000 Penalty: 5508.990234
	Iteration 27Q: 3 clusters Score -8979874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8979891.000000 Penalty: 5508.990234
	Iteration 28Q: 3 clusters Score -8979891 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65654 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8979905.000000 Penalty: 5508.990234
	Iteration 29Q: 3 clusters Score -8979905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65661 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8979919.000000 Penalty: 5508.990234
	Iteration 30Q: 3 clusters Score -8979919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8979914.000000 Penalty: 5508.990234
	Iteration 31Q: 3 clusters Score -8979914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65668 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8979917.000000 Penalty: 5508.990234
	Iteration 32Q: 3 clusters Score -8979917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65671 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8979914.000000 Penalty: 5508.990234
	Iteration 33Q: 3 clusters Score -8979914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65673 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8979915.000000 Penalty: 5508.990234
	Iteration 34Q: 3 clusters Score -8979915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8979918.000000 Penalty: 5508.990234
	Iteration 35Q: 3 clusters Score -8979918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8979923.000000 Penalty: 5508.990234
	Iteration 36Q: 3 clusters Score -8979923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65687 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8979913.000000 Penalty: 5508.990234
	Iteration 37Q: 3 clusters Score -8979913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65690 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8979924.000000 Penalty: 5508.990234
	Iteration 38Q: 3 clusters Score -8979924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8979920.000000 Penalty: 5508.990234
	Iteration 39Q: 3 clusters Score -8979920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65704 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8979923.000000 Penalty: 5508.990234
	Iteration 40F: 3 clusters Score -8979923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65708 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8979934.000000 Penalty: 5508.990234
	Iteration 41Q: 3 clusters Score -8979934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8979930.000000 Penalty: 5508.990234
	Iteration 42Q: 3 clusters Score -8979930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65713 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8979935.000000 Penalty: 5508.990234
	Iteration 43Q: 3 clusters Score -8979935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65713 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8979935.000000 Penalty: 5508.990234
	Iteration 44F: 3 clusters Score -8979935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -281315.750000 Penalty: 1892.354370
	Iteration 0F: 2 clusters Score -281315.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -278689.531250 Penalty: 3784.708740
	Iteration 0F: 3 clusters Score -278689.5 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -279196.593750 Penalty: 3784.708740
	Iteration 1F: 3 clusters Score -279196.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -279301.750000 Penalty: 3784.708740
	Iteration 2F: 3 clusters Score -279301.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -279358.968750 Penalty: 3784.708740
	Iteration 3Q: 3 clusters Score -279359 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -279407.625000 Penalty: 3784.708740
	Iteration 4Q: 3 clusters Score -279407.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -279443.875000 Penalty: 3784.708740
	Iteration 5Q: 3 clusters Score -279443.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -279469.906250 Penalty: 3784.708740
	Iteration 6Q: 3 clusters Score -279469.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -279490.718750 Penalty: 3784.708740
	Iteration 7Q: 3 clusters Score -279490.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -279513.781250 Penalty: 3784.708740
	Iteration 8Q: 3 clusters Score -279513.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -279537.625000 Penalty: 3784.708740
	Iteration 9Q: 3 clusters Score -279537.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -279560.718750 Penalty: 3784.708740
	Iteration 10Q: 3 clusters Score -279560.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -279593.343750 Penalty: 3784.708740
	Iteration 11Q: 3 clusters Score -279593.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -279644.593750 Penalty: 3784.708740
	Iteration 12Q: 3 clusters Score -279644.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -279689.843750 Penalty: 3784.708740
	Iteration 13Q: 3 clusters Score -279689.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -279741.406250 Penalty: 3784.708740
	Iteration 14Q: 3 clusters Score -279741.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -279775.875000 Penalty: 3784.708740
	Iteration 15Q: 3 clusters Score -279775.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -279799.812500 Penalty: 3784.708740
	Iteration 16Q: 3 clusters Score -279799.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -279826.281250 Penalty: 3784.708740
	Iteration 17Q: 3 clusters Score -279826.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -279848.531250 Penalty: 3784.708740
	Iteration 18Q: 3 clusters Score -279848.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -279872.875000 Penalty: 3784.708740
	Iteration 19Q: 3 clusters Score -279872.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -279901.312500 Penalty: 3784.708740
	Iteration 20F: 3 clusters Score -279901.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -279930.500000 Penalty: 3784.708740
	Iteration 21Q: 3 clusters Score -279930.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -279954.218750 Penalty: 3784.708740
	Iteration 22Q: 3 clusters Score -279954.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -279978.250000 Penalty: 3784.708740
	Iteration 23Q: 3 clusters Score -279978.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -280018.281250 Penalty: 3784.708740
	Iteration 24Q: 3 clusters Score -280018.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -280079.156250 Penalty: 3784.708740
	Iteration 25Q: 3 clusters Score -280079.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -280142.812500 Penalty: 3784.708740
	Iteration 26Q: 3 clusters Score -280142.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -280195.437500 Penalty: 3784.708740
	Iteration 27Q: 3 clusters Score -280195.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -280241.625000 Penalty: 3784.708740
	Iteration 28Q: 3 clusters Score -280241.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -280282.906250 Penalty: 3784.708740
	Iteration 29Q: 3 clusters Score -280282.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -280304.281250 Penalty: 3784.708740
	Iteration 30Q: 3 clusters Score -280304.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -280317.593750 Penalty: 3784.708740
	Iteration 31Q: 3 clusters Score -280317.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -280323.968750 Penalty: 3784.708740
	Iteration 32Q: 3 clusters Score -280324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -280326.781250 Penalty: 3784.708740
	Iteration 33Q: 3 clusters Score -280326.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -280330.312500 Penalty: 3784.708740
	Iteration 34Q: 3 clusters Score -280330.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -280335.000000 Penalty: 3784.708740
	Iteration 35Q: 3 clusters Score -280335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -280337.656250 Penalty: 3784.708740
	Iteration 36Q: 3 clusters Score -280337.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -280339.937500 Penalty: 3784.708740
	Iteration 37Q: 3 clusters Score -280339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -280341.093750 Penalty: 3784.708740
	Iteration 38Q: 3 clusters Score -280341.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -280345.531250 Penalty: 3784.708740
	Iteration 39Q: 3 clusters Score -280345.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -280348.968750 Penalty: 3784.708740
	Iteration 40F: 3 clusters Score -280349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -280352.625000 Penalty: 3784.708740
	Iteration 41Q: 3 clusters Score -280352.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -280355.656250 Penalty: 3784.708740
	Iteration 42Q: 3 clusters Score -280355.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -280360.843750 Penalty: 3784.708740
	Iteration 43Q: 3 clusters Score -280360.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -280365.750000 Penalty: 3784.708740
	Iteration 44Q: 3 clusters Score -280365.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -280366.718750 Penalty: 3784.708740
	Iteration 45Q: 3 clusters Score -280366.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -280368.468750 Penalty: 3784.708740
	Iteration 46Q: 3 clusters Score -280368.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -280370.375000 Penalty: 3784.708740
	Iteration 47Q: 3 clusters Score -280370.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -280372.687500 Penalty: 3784.708740
	Iteration 48Q: 3 clusters Score -280372.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -280372.687500 Penalty: 3784.708740
	Iteration 49F: 3 clusters Score -280372.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Entering Unmasked Estep 
Score: -1786856.000000 Penalty: 2359.433838
	Iteration 0F: 2 clusters Score -1786856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1776891.125000 Penalty: 4718.867676
	Iteration 0F: 3 clusters Score -1776891 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1780102.125000 Penalty: 4718.867676
	Iteration 1F: 3 clusters Score -1780102 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1780543.000000 Penalty: 4718.867676
	Iteration 2F: 3 clusters Score -1780543 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1780945.375000 Penalty: 4718.867676
	Iteration 3F: 3 clusters Score -1780945 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1781431.625000 Penalty: 4718.867676
	Iteration 4F: 3 clusters Score -1781432 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1781967.875000 Penalty: 4718.867676
	Iteration 5F: 3 clusters Score -1781968 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1782613.625000 Penalty: 4718.867676
	Iteration 6F: 3 clusters Score -1782614 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1783361.250000 Penalty: 4718.867676
	Iteration 7F: 3 clusters Score -1783361 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1783974.000000 Penalty: 4718.867676
	Iteration 8F: 3 clusters Score -1783974 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1784427.375000 Penalty: 4718.867676
	Iteration 9F: 3 clusters Score -1784427 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1784741.750000 Penalty: 4718.867676
	Iteration 10Q: 3 clusters Score -1784742 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1784926.125000 Penalty: 4718.867676
	Iteration 11Q: 3 clusters Score -1784926 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1785070.750000 Penalty: 4718.867676
	Iteration 12Q: 3 clusters Score -1785071 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1785176.375000 Penalty: 4718.867676
	Iteration 13Q: 3 clusters Score -1785176 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1785273.000000 Penalty: 4718.867676
	Iteration 14Q: 3 clusters Score -1785273 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1785336.250000 Penalty: 4718.867676
	Iteration 15Q: 3 clusters Score -1785336 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1785401.125000 Penalty: 4718.867676
	Iteration 16Q: 3 clusters Score -1785401 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1785458.500000 Penalty: 4718.867676
	Iteration 17Q: 3 clusters Score -1785458 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1785506.125000 Penalty: 4718.867676
	Iteration 18Q: 3 clusters Score -1785506 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1785550.500000 Penalty: 4718.867676
	Iteration 19Q: 3 clusters Score -1785550 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1785605.375000 Penalty: 4718.867676
	Iteration 20F: 3 clusters Score -1785605 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1785658.375000 Penalty: 4718.867676
	Iteration 21Q: 3 clusters Score -1785658 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1785688.375000 Penalty: 4718.867676
	Iteration 22Q: 3 clusters Score -1785688 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1785715.625000 Penalty: 4718.867676
	Iteration 23Q: 3 clusters Score -1785716 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1785734.625000 Penalty: 4718.867676
	Iteration 24Q: 3 clusters Score -1785735 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1785752.875000 Penalty: 4718.867676
	Iteration 25Q: 3 clusters Score -1785753 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1785761.250000 Penalty: 4718.867676
	Iteration 26Q: 3 clusters Score -1785761 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1785766.625000 Penalty: 4718.867676
	Iteration 27Q: 3 clusters Score -1785767 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1785770.375000 Penalty: 4718.867676
	Iteration 28Q: 3 clusters Score -1785770 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1785786.375000 Penalty: 4718.867676
	Iteration 29Q: 3 clusters Score -1785786 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1785795.875000 Penalty: 4718.867676
	Iteration 30Q: 3 clusters Score -1785796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1785810.625000 Penalty: 4718.867676
	Iteration 31Q: 3 clusters Score -1785811 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1785819.250000 Penalty: 4718.867676
	Iteration 32Q: 3 clusters Score -1785819 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1785826.625000 Penalty: 4718.867676
	Iteration 33Q: 3 clusters Score -1785827 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1785838.750000 Penalty: 4718.867676
	Iteration 34Q: 3 clusters Score -1785839 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1785846.875000 Penalty: 4718.867676
	Iteration 35Q: 3 clusters Score -1785847 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1785861.250000 Penalty: 4718.867676
	Iteration 36Q: 3 clusters Score -1785861 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1785877.375000 Penalty: 4718.867676
	Iteration 37Q: 3 clusters Score -1785877 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1785894.875000 Penalty: 4718.867676
	Iteration 38Q: 3 clusters Score -1785895 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1785947.250000 Penalty: 4718.867676
	Iteration 39Q: 3 clusters Score -1785947 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1785994.625000 Penalty: 4718.867676
	Iteration 40F: 3 clusters Score -1785995 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1786062.250000 Penalty: 4718.867676
	Iteration 41Q: 3 clusters Score -1786062 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1786138.375000 Penalty: 4718.867676
	Iteration 42Q: 3 clusters Score -1786138 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1786211.000000 Penalty: 4718.867676
	Iteration 43Q: 3 clusters Score -1786211 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1786273.375000 Penalty: 4718.867676
	Iteration 44Q: 3 clusters Score -1786273 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1786311.375000 Penalty: 4718.867676
	Iteration 45Q: 3 clusters Score -1786311 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1786337.500000 Penalty: 4718.867676
	Iteration 46Q: 3 clusters Score -1786338 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1786359.500000 Penalty: 4718.867676
	Iteration 47Q: 3 clusters Score -1786360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1786378.625000 Penalty: 4718.867676
	Iteration 48Q: 3 clusters Score -1786379 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1786390.500000 Penalty: 4718.867676
	Iteration 49Q: 3 clusters Score -1786390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1786396.000000 Penalty: 4718.867676
	Iteration 50Q: 3 clusters Score -1786396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1786400.125000 Penalty: 4718.867676
	Iteration 51Q: 3 clusters Score -1786400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1786409.125000 Penalty: 4718.867676
	Iteration 52Q: 3 clusters Score -1786409 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1786405.250000 Penalty: 4718.867676
	Iteration 53Q: 3 clusters Score -1786405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1786415.250000 Penalty: 4718.867676
	Iteration 54Q: 3 clusters Score -1786415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1786419.875000 Penalty: 4718.867676
	Iteration 55Q: 3 clusters Score -1786420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1786420.875000 Penalty: 4718.867676
	Iteration 56Q: 3 clusters Score -1786421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1786430.250000 Penalty: 4718.867676
	Iteration 57Q: 3 clusters Score -1786430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1786430.500000 Penalty: 4718.867676
	Iteration 58Q: 3 clusters Score -1786430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1786431.125000 Penalty: 4718.867676
	Iteration 59Q: 3 clusters Score -1786431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1786431.500000 Penalty: 4718.867676
	Iteration 60F: 3 clusters Score -1786432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1786443.250000 Penalty: 4718.867676
	Iteration 61Q: 3 clusters Score -1786443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1786436.500000 Penalty: 4718.867676
	Iteration 62Q: 3 clusters Score -1786436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1786439.625000 Penalty: 4718.867676
	Iteration 63Q: 3 clusters Score -1786440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1786444.625000 Penalty: 4718.867676
	Iteration 64Q: 3 clusters Score -1786445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1786447.125000 Penalty: 4718.867676
	Iteration 65Q: 3 clusters Score -1786447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1786447.625000 Penalty: 4718.867676
	Iteration 66Q: 3 clusters Score -1786448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1786445.625000 Penalty: 4718.867676
	Iteration 67Q: 3 clusters Score -1786446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1786450.250000 Penalty: 4718.867676
	Iteration 68Q: 3 clusters Score -1786450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1786452.125000 Penalty: 4718.867676
	Iteration 69Q: 3 clusters Score -1786452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1786456.375000 Penalty: 4718.867676
	Iteration 70Q: 3 clusters Score -1786456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1786456.500000 Penalty: 4718.867676
	Iteration 71Q: 3 clusters Score -1786456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1786458.625000 Penalty: 4718.867676
	Iteration 72Q: 3 clusters Score -1786459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1786458.375000 Penalty: 4718.867676
	Iteration 73Q: 3 clusters Score -1786458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1786453.750000 Penalty: 4718.867676
	Iteration 74Q: 3 clusters Score -1786454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1786456.125000 Penalty: 4718.867676
	Iteration 75Q: 3 clusters Score -1786456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1786456.250000 Penalty: 4718.867676
	Iteration 76Q: 3 clusters Score -1786456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1786458.625000 Penalty: 4718.867676
	Iteration 77Q: 3 clusters Score -1786459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1786463.250000 Penalty: 4718.867676
	Iteration 78Q: 3 clusters Score -1786463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1786465.000000 Penalty: 4718.867676
	Iteration 79Q: 3 clusters Score -1786465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1786464.875000 Penalty: 4718.867676
	Iteration 80F: 3 clusters Score -1786465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1786464.000000 Penalty: 4718.867676
	Iteration 81Q: 3 clusters Score -1786464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1786463.875000 Penalty: 4718.867676
	Iteration 82Q: 3 clusters Score -1786464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1786464.375000 Penalty: 4718.867676
	Iteration 83Q: 3 clusters Score -1786464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1786464.375000 Penalty: 4718.867676
	Iteration 84F: 3 clusters Score -1786464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Entering Unmasked Estep 
Score: -779625.250000 Penalty: 2157.810303
	Iteration 0F: 2 clusters Score -779625.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -774503.625000 Penalty: 4315.620605
	Iteration 0F: 3 clusters Score -774503.6 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -775952.375000 Penalty: 4315.620605
	Iteration 1F: 3 clusters Score -775952.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -776490.312500 Penalty: 4315.620605
	Iteration 2F: 3 clusters Score -776490.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -777213.062500 Penalty: 4315.620605
	Iteration 3F: 3 clusters Score -777213.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -778061.000000 Penalty: 4315.620605
	Iteration 4F: 3 clusters Score -778061 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -778731.437500 Penalty: 4315.620605
	Iteration 5F: 3 clusters Score -778731.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -779168.937500 Penalty: 4315.620605
	Iteration 6F: 3 clusters Score -779168.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -779485.062500 Penalty: 4315.620605
	Iteration 7Q: 3 clusters Score -779485.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -779713.312500 Penalty: 4315.620605
	Iteration 8Q: 3 clusters Score -779713.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -779890.312500 Penalty: 4315.620605
	Iteration 9Q: 3 clusters Score -779890.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -779995.562500 Penalty: 4315.620605
	Iteration 10Q: 3 clusters Score -779995.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -780057.375000 Penalty: 4315.620605
	Iteration 11Q: 3 clusters Score -780057.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -780093.625000 Penalty: 4315.620605
	Iteration 12Q: 3 clusters Score -780093.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -780122.750000 Penalty: 4315.620605
	Iteration 13Q: 3 clusters Score -780122.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -780140.812500 Penalty: 4315.620605
	Iteration 14Q: 3 clusters Score -780140.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -780147.687500 Penalty: 4315.620605
	Iteration 15Q: 3 clusters Score -780147.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -780149.750000 Penalty: 4315.620605
	Iteration 16Q: 3 clusters Score -780149.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -780151.375000 Penalty: 4315.620605
	Iteration 17Q: 3 clusters Score -780151.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -780152.937500 Penalty: 4315.620605
	Iteration 18Q: 3 clusters Score -780152.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -780153.937500 Penalty: 4315.620605
	Iteration 19Q: 3 clusters Score -780153.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -780153.937500 Penalty: 4315.620605
	Iteration 20F: 3 clusters Score -780153.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154923 members 
Mstep: Class 2 contains 6691 members 
Mstep: Class 3 contains 20941 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 18401 members 
Mstep: Class 6 contains 37412 members 
Mstep: Class 7 contains 166601 members 
Mstep: Class 8 contains 26028 members 
Mstep: Class 9 contains 19255 members 
Mstep: Class 10 contains 20712 members 
Mstep: Class 11 contains 1979 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 1063 members 
Mstep: Class 14 contains 25619 members 
Mstep: Class 15 contains 10889 members 
Mstep: Class 16 contains 10630 members 
Mstep: Class 17 contains 6794 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 90142 members 
Mstep: Class 20 contains 7826 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 21656 members 
Mstep: Class 23 contains 66625 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 13546 members 
Mstep: Class 26 contains 2774 members 
Mstep: Class 27 contains 9442 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 2789 members 
Mstep: Class 30 contains 1413 members 
Mstep: Class 31 contains 514 members 
Mstep: Class 32 contains 3234 members 
Entering Unmasked Estep 
Score: -100899528.000000 Penalty: 107499.523438
Splitting cluster 26 changes total score from -100896384.000000 to -100899528.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154923 members 
Mstep: Class 2 contains 6691 members 
Mstep: Class 3 contains 20941 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 18401 members 
Mstep: Class 6 contains 37412 members 
Mstep: Class 7 contains 166601 members 
Mstep: Class 8 contains 26028 members 
Mstep: Class 9 contains 19255 members 
Mstep: Class 10 contains 20712 members 
Mstep: Class 11 contains 1979 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 1063 members 
Mstep: Class 14 contains 25619 members 
Mstep: Class 15 contains 10889 members 
Mstep: Class 16 contains 10630 members 
Mstep: Class 17 contains 6794 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 90142 members 
Mstep: Class 20 contains 7826 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 21656 members 
Mstep: Class 23 contains 66625 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 13546 members 
Mstep: Class 26 contains 2774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902320.000000 Penalty: 107499.523438
Iteration 79Q: 33 clusters Score -1.009023e+08 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154912 members 
Mstep: Class 2 contains 6934 members 
Mstep: Class 3 contains 20920 members 
Mstep: Class 4 contains 2525 members 
Mstep: Class 5 contains 18384 members 
Mstep: Class 6 contains 37346 members 
Mstep: Class 7 contains 166479 members 
Mstep: Class 8 contains 26126 members 
Mstep: Class 9 contains 19252 members 
Mstep: Class 10 contains 20954 members 
Mstep: Class 11 contains 1985 members 
Mstep: Class 12 contains 4007 members 
Mstep: Class 13 contains 1080 members 
Mstep: Class 14 contains 25541 members 
Mstep: Class 15 contains 10814 members 
Mstep: Class 16 contains 10623 members 
Mstep: Class 17 contains 6853 members 
Mstep: Class 18 contains 3085 members 
Mstep: Class 19 contains 90138 members 
Mstep: Class 20 contains 7903 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 21571 members 
Mstep: Class 23 contains 66554 members 
Mstep: Class 24 contains 2059 members 
Mstep: Class 25 contains 13544 members 
Mstep: Class 26 contains 2930 members 
Mstep: Class 27 contains 9235 members 
Mstep: Class 28 contains 3978 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 1411 members 
Mstep: Class 31 contains 508 members 
Mstep: Class 32 contains 3020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904808.000000 Penalty: 107499.523438
Iteration 80F: 33 clusters Score -1.009048e+08 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154726 members 
Mstep: Class 2 contains 6986 members 
Mstep: Class 3 contains 20890 members 
Mstep: Class 4 contains 2527 members 
Mstep: Class 5 contains 18321 members 
Mstep: Class 6 contains 37288 members 
Mstep: Class 7 contains 166379 members 
Mstep: Class 8 contains 26018 members 
Mstep: Class 9 contains 19222 members 
Mstep: Class 10 contains 20557 members 
Mstep: Class 11 contains 1963 members 
Mstep: Class 12 contains 4363 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 25459 members 
Mstep: Class 15 contains 10660 members 
Mstep: Class 16 contains 10613 members 
Mstep: Class 17 contains 6881 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 90090 members 
Mstep: Class 20 contains 7851 members 
Mstep: Class 21 contains 302 members 
Mstep: Class 22 contains 21508 members 
Mstep: Class 23 contains 66344 members 
Mstep: Class 24 contains 2058 members 
Mstep: Class 25 contains 13537 members 
Mstep: Class 26 contains 3066 members 
Mstep: Class 27 contains 9714 members 
Mstep: Class 28 contains 4009 members 
Mstep: Class 29 contains 2924 members 
Mstep: Class 30 contains 1412 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 3339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906344.000000 Penalty: 107499.523438
Iteration 81Q: 33 clusters Score -1.009063e+08 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154683 members 
Mstep: Class 2 contains 7003 members 
Mstep: Class 3 contains 20862 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 18281 members 
Mstep: Class 6 contains 37243 members 
Mstep: Class 7 contains 166319 members 
Mstep: Class 8 contains 25983 members 
Mstep: Class 9 contains 19202 members 
Mstep: Class 10 contains 20290 members 
Mstep: Class 11 contains 1969 members 
Mstep: Class 12 contains 4648 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 25408 members 
Mstep: Class 15 contains 10519 members 
Mstep: Class 16 contains 10608 members 
Mstep: Class 17 contains 6898 members 
Mstep: Class 18 contains 2942 members 
Mstep: Class 19 contains 90075 members 
Mstep: Class 20 contains 7835 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 21447 members 
Mstep: Class 23 contains 66167 members 
Mstep: Class 24 contains 2058 members 
Mstep: Class 25 contains 13524 members 
Mstep: Class 26 contains 3170 members 
Mstep: Class 27 contains 10024 members 
Mstep: Class 28 contains 4001 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 1413 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 3508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100907200.000000 Penalty: 107499.523438
Iteration 82Q: 33 clusters Score -1.009072e+08 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154668 members 
Mstep: Class 2 contains 7020 members 
Mstep: Class 3 contains 20834 members 
Mstep: Class 4 contains 2523 members 
Mstep: Class 5 contains 18265 members 
Mstep: Class 6 contains 37213 members 
Mstep: Class 7 contains 166286 members 
Mstep: Class 8 contains 25986 members 
Mstep: Class 9 contains 19181 members 
Mstep: Class 10 contains 20028 members 
Mstep: Class 11 contains 1978 members 
Mstep: Class 12 contains 4857 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 25379 members 
Mstep: Class 15 contains 10391 members 
Mstep: Class 16 contains 10599 members 
Mstep: Class 17 contains 6913 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 90059 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 21387 members 
Mstep: Class 23 contains 66041 members 
Mstep: Class 24 contains 2058 members 
Mstep: Class 25 contains 13515 members 
Mstep: Class 26 contains 3250 members 
Mstep: Class 27 contains 10281 members 
Mstep: Class 28 contains 3986 members 
Mstep: Class 29 contains 3172 members 
Mstep: Class 30 contains 1413 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100907632.000000 Penalty: 107499.523438
Iteration 83Q: 33 clusters Score -1.009076e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154679 members 
Mstep: Class 2 contains 7031 members 
Mstep: Class 3 contains 20812 members 
Mstep: Class 4 contains 2523 members 
Mstep: Class 5 contains 18277 members 
Mstep: Class 6 contains 37187 members 
Mstep: Class 7 contains 166276 members 
Mstep: Class 8 contains 25985 members 
Mstep: Class 9 contains 19169 members 
Mstep: Class 10 contains 19799 members 
Mstep: Class 11 contains 1986 members 
Mstep: Class 12 contains 5016 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 25366 members 
Mstep: Class 15 contains 10282 members 
Mstep: Class 16 contains 10590 members 
Mstep: Class 17 contains 6920 members 
Mstep: Class 18 contains 2904 members 
Mstep: Class 19 contains 90042 members 
Mstep: Class 20 contains 7898 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 21315 members 
Mstep: Class 23 contains 65915 members 
Mstep: Class 24 contains 2058 members 
Mstep: Class 25 contains 13508 members 
Mstep: Class 26 contains 3307 members 
Mstep: Class 27 contains 10482 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 3255 members 
Mstep: Class 30 contains 1413 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908168.000000 Penalty: 107499.523438
Iteration 84Q: 33 clusters Score -1.009082e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154696 members 
Mstep: Class 2 contains 7035 members 
Mstep: Class 3 contains 20793 members 
Mstep: Class 4 contains 2518 members 
Mstep: Class 5 contains 18290 members 
Mstep: Class 6 contains 37159 members 
Mstep: Class 7 contains 166265 members 
Mstep: Class 8 contains 25991 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 19648 members 
Mstep: Class 11 contains 1990 members 
Mstep: Class 12 contains 5137 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 25332 members 
Mstep: Class 15 contains 10180 members 
Mstep: Class 16 contains 10586 members 
Mstep: Class 17 contains 6922 members 
Mstep: Class 18 contains 2872 members 
Mstep: Class 19 contains 90021 members 
Mstep: Class 20 contains 7965 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 21269 members 
Mstep: Class 23 contains 65810 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 13504 members 
Mstep: Class 26 contains 3369 members 
Mstep: Class 27 contains 10643 members 
Mstep: Class 28 contains 3978 members 
Mstep: Class 29 contains 3318 members 
Mstep: Class 30 contains 1413 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 3762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908264.000000 Penalty: 107499.523438
Iteration 85Q: 33 clusters Score -1.009083e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154725 members 
Mstep: Class 2 contains 7037 members 
Mstep: Class 3 contains 20777 members 
Mstep: Class 4 contains 2518 members 
Mstep: Class 5 contains 18284 members 
Mstep: Class 6 contains 37145 members 
Mstep: Class 7 contains 166264 members 
Mstep: Class 8 contains 25997 members 
Mstep: Class 9 contains 19148 members 
Mstep: Class 10 contains 19492 members 
Mstep: Class 11 contains 1994 members 
Mstep: Class 12 contains 5202 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 25316 members 
Mstep: Class 15 contains 10099 members 
Mstep: Class 16 contains 10584 members 
Mstep: Class 17 contains 6921 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 90002 members 
Mstep: Class 20 contains 8046 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 21240 members 
Mstep: Class 23 contains 65716 members 
Mstep: Class 24 contains 2062 members 
Mstep: Class 25 contains 13494 members 
Mstep: Class 26 contains 3428 members 
Mstep: Class 27 contains 10794 members 
Mstep: Class 28 contains 3971 members 
Mstep: Class 29 contains 3358 members 
Mstep: Class 30 contains 1413 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 3811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908392.000000 Penalty: 107499.523438
Iteration 86Q: 33 clusters Score -1.009084e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154746 members 
Mstep: Class 2 contains 7030 members 
Mstep: Class 3 contains 20755 members 
Mstep: Class 4 contains 2517 members 
Mstep: Class 5 contains 18259 members 
Mstep: Class 6 contains 37138 members 
Mstep: Class 7 contains 166271 members 
Mstep: Class 8 contains 25993 members 
Mstep: Class 9 contains 19135 members 
Mstep: Class 10 contains 19343 members 
Mstep: Class 11 contains 1996 members 
Mstep: Class 12 contains 5263 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 25293 members 
Mstep: Class 15 contains 10034 members 
Mstep: Class 16 contains 10575 members 
Mstep: Class 17 contains 6916 members 
Mstep: Class 18 contains 2850 members 
Mstep: Class 19 contains 89985 members 
Mstep: Class 20 contains 8144 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 21227 members 
Mstep: Class 23 contains 65634 members 
Mstep: Class 24 contains 2062 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 3481 members 
Mstep: Class 27 contains 10919 members 
Mstep: Class 28 contains 3967 members 
Mstep: Class 29 contains 3406 members 
Mstep: Class 30 contains 1413 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 3852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908616.000000 Penalty: 107499.523438
Iteration 87Q: 33 clusters Score -1.009086e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154772 members 
Mstep: Class 2 contains 7031 members 
Mstep: Class 3 contains 20742 members 
Mstep: Class 4 contains 2514 members 
Mstep: Class 5 contains 18243 members 
Mstep: Class 6 contains 37133 members 
Mstep: Class 7 contains 166273 members 
Mstep: Class 8 contains 25996 members 
Mstep: Class 9 contains 19127 members 
Mstep: Class 10 contains 19175 members 
Mstep: Class 11 contains 1999 members 
Mstep: Class 12 contains 5289 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 25264 members 
Mstep: Class 15 contains 9965 members 
Mstep: Class 16 contains 10571 members 
Mstep: Class 17 contains 6911 members 
Mstep: Class 18 contains 2872 members 
Mstep: Class 19 contains 89967 members 
Mstep: Class 20 contains 8228 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 21215 members 
Mstep: Class 23 contains 65555 members 
Mstep: Class 24 contains 2062 members 
Mstep: Class 25 contains 13473 members 
Mstep: Class 26 contains 3537 members 
Mstep: Class 27 contains 11056 members 
Mstep: Class 28 contains 3960 members 
Mstep: Class 29 contains 3448 members 
Mstep: Class 30 contains 1413 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 3894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908976.000000 Penalty: 107499.523438
Iteration 88Q: 33 clusters Score -1.00909e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154794 members 
Mstep: Class 2 contains 7030 members 
Mstep: Class 3 contains 20722 members 
Mstep: Class 4 contains 2510 members 
Mstep: Class 5 contains 18234 members 
Mstep: Class 6 contains 37120 members 
Mstep: Class 7 contains 166273 members 
Mstep: Class 8 contains 25990 members 
Mstep: Class 9 contains 19120 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 2000 members 
Mstep: Class 12 contains 5332 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 25242 members 
Mstep: Class 15 contains 9900 members 
Mstep: Class 16 contains 10567 members 
Mstep: Class 17 contains 6906 members 
Mstep: Class 18 contains 2881 members 
Mstep: Class 19 contains 89940 members 
Mstep: Class 20 contains 8320 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 21195 members 
Mstep: Class 23 contains 65495 members 
Mstep: Class 24 contains 2062 members 
Mstep: Class 25 contains 13462 members 
Mstep: Class 26 contains 3590 members 
Mstep: Class 27 contains 11178 members 
Mstep: Class 28 contains 3955 members 
Mstep: Class 29 contains 3485 members 
Mstep: Class 30 contains 1413 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 3928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908920.000000 Penalty: 107499.523438
Iteration 89Q: 33 clusters Score -1.009089e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154815 members 
Mstep: Class 2 contains 7027 members 
Mstep: Class 3 contains 20690 members 
Mstep: Class 4 contains 2508 members 
Mstep: Class 5 contains 18233 members 
Mstep: Class 6 contains 37111 members 
Mstep: Class 7 contains 166271 members 
Mstep: Class 8 contains 25987 members 
Mstep: Class 9 contains 19104 members 
Mstep: Class 10 contains 18946 members 
Mstep: Class 11 contains 1999 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 25205 members 
Mstep: Class 15 contains 9853 members 
Mstep: Class 16 contains 10564 members 
Mstep: Class 17 contains 6896 members 
Mstep: Class 18 contains 2888 members 
Mstep: Class 19 contains 89902 members 
Mstep: Class 20 contains 8445 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 21182 members 
Mstep: Class 23 contains 65424 members 
Mstep: Class 24 contains 2063 members 
Mstep: Class 25 contains 13453 members 
Mstep: Class 26 contains 3636 members 
Mstep: Class 27 contains 11300 members 
Mstep: Class 28 contains 3936 members 
Mstep: Class 29 contains 3517 members 
Mstep: Class 30 contains 1413 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 3960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100909264.000000 Penalty: 107499.523438
Iteration 90Q: 33 clusters Score -1.009093e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154857 members 
Mstep: Class 2 contains 7027 members 
Mstep: Class 3 contains 20658 members 
Mstep: Class 4 contains 2509 members 
Mstep: Class 5 contains 18230 members 
Mstep: Class 6 contains 37106 members 
Mstep: Class 7 contains 166263 members 
Mstep: Class 8 contains 25986 members 
Mstep: Class 9 contains 19091 members 
Mstep: Class 10 contains 18836 members 
Mstep: Class 11 contains 1997 members 
Mstep: Class 12 contains 5372 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 25165 members 
Mstep: Class 15 contains 9804 members 
Mstep: Class 16 contains 10561 members 
Mstep: Class 17 contains 6895 members 
Mstep: Class 18 contains 2894 members 
Mstep: Class 19 contains 89871 members 
Mstep: Class 20 contains 8591 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 21146 members 
Mstep: Class 23 contains 65346 members 
Mstep: Class 24 contains 2062 members 
Mstep: Class 25 contains 13444 members 
Mstep: Class 26 contains 3692 members 
Mstep: Class 27 contains 11410 members 
Mstep: Class 28 contains 3918 members 
Mstep: Class 29 contains 3559 members 
Mstep: Class 30 contains 1413 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 3982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100909544.000000 Penalty: 107499.523438
Iteration 91Q: 33 clusters Score -1.009095e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154890 members 
Mstep: Class 2 contains 7033 members 
Mstep: Class 3 contains 20622 members 
Mstep: Class 4 contains 2509 members 
Mstep: Class 5 contains 18198 members 
Mstep: Class 6 contains 37099 members 
Mstep: Class 7 contains 166266 members 
Mstep: Class 8 contains 25990 members 
Mstep: Class 9 contains 19076 members 
Mstep: Class 10 contains 18772 members 
Mstep: Class 11 contains 2000 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 25131 members 
Mstep: Class 15 contains 9784 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 6879 members 
Mstep: Class 18 contains 2885 members 
Mstep: Class 19 contains 89825 members 
Mstep: Class 20 contains 8733 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 21111 members 
Mstep: Class 23 contains 65281 members 
Mstep: Class 24 contains 2062 members 
Mstep: Class 25 contains 13430 members 
Mstep: Class 26 contains 3739 members 
Mstep: Class 27 contains 11536 members 
Mstep: Class 28 contains 3900 members 
Mstep: Class 29 contains 3592 members 
Mstep: Class 30 contains 1413 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100909952.000000 Penalty: 107499.523438
Iteration 92Q: 33 clusters Score -1.0091e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154925 members 
Mstep: Class 2 contains 7038 members 
Mstep: Class 3 contains 20584 members 
Mstep: Class 4 contains 2509 members 
Mstep: Class 5 contains 18174 members 
Mstep: Class 6 contains 37085 members 
Mstep: Class 7 contains 166256 members 
Mstep: Class 8 contains 25989 members 
Mstep: Class 9 contains 19055 members 
Mstep: Class 10 contains 18749 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 1082 members 
Mstep: Class 14 contains 25098 members 
Mstep: Class 15 contains 9750 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 6867 members 
Mstep: Class 18 contains 2877 members 
Mstep: Class 19 contains 89769 members 
Mstep: Class 20 contains 8875 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 21093 members 
Mstep: Class 23 contains 65230 members 
Mstep: Class 24 contains 2062 members 
Mstep: Class 25 contains 13418 members 
Mstep: Class 26 contains 3775 members 
Mstep: Class 27 contains 11651 members 
Mstep: Class 28 contains 3886 members 
Mstep: Class 29 contains 3626 members 
Mstep: Class 30 contains 1413 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910016.000000 Penalty: 107499.523438
Iteration 93Q: 33 clusters Score -1.0091e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154940 members 
Mstep: Class 2 contains 7042 members 
Mstep: Class 3 contains 20541 members 
Mstep: Class 4 contains 2509 members 
Mstep: Class 5 contains 18146 members 
Mstep: Class 6 contains 37075 members 
Mstep: Class 7 contains 166267 members 
Mstep: Class 8 contains 25988 members 
Mstep: Class 9 contains 19046 members 
Mstep: Class 10 contains 18720 members 
Mstep: Class 11 contains 2010 members 
Mstep: Class 12 contains 5374 members 
Mstep: Class 13 contains 1082 members 
Mstep: Class 14 contains 25057 members 
Mstep: Class 15 contains 9724 members 
Mstep: Class 16 contains 10533 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 2877 members 
Mstep: Class 19 contains 89708 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 21067 members 
Mstep: Class 23 contains 65197 members 
Mstep: Class 24 contains 2063 members 
Mstep: Class 25 contains 13414 members 
Mstep: Class 26 contains 3805 members 
Mstep: Class 27 contains 11766 members 
Mstep: Class 28 contains 3873 members 
Mstep: Class 29 contains 3650 members 
Mstep: Class 30 contains 1413 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910232.000000 Penalty: 107499.523438
Iteration 94Q: 33 clusters Score -1.009102e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154958 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 20488 members 
Mstep: Class 4 contains 2511 members 
Mstep: Class 5 contains 18129 members 
Mstep: Class 6 contains 37067 members 
Mstep: Class 7 contains 166278 members 
Mstep: Class 8 contains 25988 members 
Mstep: Class 9 contains 19036 members 
Mstep: Class 10 contains 18728 members 
Mstep: Class 11 contains 2010 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 1081 members 
Mstep: Class 14 contains 25017 members 
Mstep: Class 15 contains 9692 members 
Mstep: Class 16 contains 10523 members 
Mstep: Class 17 contains 6859 members 
Mstep: Class 18 contains 2880 members 
Mstep: Class 19 contains 89650 members 
Mstep: Class 20 contains 9079 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 21041 members 
Mstep: Class 23 contains 65158 members 
Mstep: Class 24 contains 2063 members 
Mstep: Class 25 contains 13408 members 
Mstep: Class 26 contains 3833 members 
Mstep: Class 27 contains 11862 members 
Mstep: Class 28 contains 3869 members 
Mstep: Class 29 contains 3671 members 
Mstep: Class 30 contains 1413 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910512.000000 Penalty: 107499.523438
Iteration 95Q: 33 clusters Score -1.009105e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154969 members 
Mstep: Class 2 contains 7064 members 
Mstep: Class 3 contains 20439 members 
Mstep: Class 4 contains 2512 members 
Mstep: Class 5 contains 18126 members 
Mstep: Class 6 contains 37063 members 
Mstep: Class 7 contains 166288 members 
Mstep: Class 8 contains 25991 members 
Mstep: Class 9 contains 19030 members 
Mstep: Class 10 contains 18751 members 
Mstep: Class 11 contains 2010 members 
Mstep: Class 12 contains 5385 members 
Mstep: Class 13 contains 1079 members 
Mstep: Class 14 contains 24977 members 
Mstep: Class 15 contains 9670 members 
Mstep: Class 16 contains 10517 members 
Mstep: Class 17 contains 6860 members 
Mstep: Class 18 contains 2885 members 
Mstep: Class 19 contains 89583 members 
Mstep: Class 20 contains 9188 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20986 members 
Mstep: Class 23 contains 65127 members 
Mstep: Class 24 contains 2064 members 
Mstep: Class 25 contains 13397 members 
Mstep: Class 26 contains 3847 members 
Mstep: Class 27 contains 11948 members 
Mstep: Class 28 contains 3854 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 1414 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910744.000000 Penalty: 107499.523438
Iteration 96Q: 33 clusters Score -1.009107e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154993 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 3 contains 20380 members 
Mstep: Class 4 contains 2513 members 
Mstep: Class 5 contains 18106 members 
Mstep: Class 6 contains 37066 members 
Mstep: Class 7 contains 166295 members 
Mstep: Class 8 contains 25992 members 
Mstep: Class 9 contains 19030 members 
Mstep: Class 10 contains 18817 members 
Mstep: Class 11 contains 2010 members 
Mstep: Class 12 contains 5389 members 
Mstep: Class 13 contains 1078 members 
Mstep: Class 14 contains 24911 members 
Mstep: Class 15 contains 9646 members 
Mstep: Class 16 contains 10518 members 
Mstep: Class 17 contains 6854 members 
Mstep: Class 18 contains 2897 members 
Mstep: Class 19 contains 89520 members 
Mstep: Class 20 contains 9254 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20956 members 
Mstep: Class 23 contains 65103 members 
Mstep: Class 24 contains 2064 members 
Mstep: Class 25 contains 13385 members 
Mstep: Class 26 contains 3864 members 
Mstep: Class 27 contains 12034 members 
Mstep: Class 28 contains 3843 members 
Mstep: Class 29 contains 3693 members 
Mstep: Class 30 contains 1415 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910784.000000 Penalty: 107499.523438
Iteration 97Q: 33 clusters Score -1.009108e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154999 members 
Mstep: Class 2 contains 7080 members 
Mstep: Class 3 contains 20332 members 
Mstep: Class 4 contains 2517 members 
Mstep: Class 5 contains 18095 members 
Mstep: Class 6 contains 37071 members 
Mstep: Class 7 contains 166292 members 
Mstep: Class 8 contains 25996 members 
Mstep: Class 9 contains 19024 members 
Mstep: Class 10 contains 18856 members 
Mstep: Class 11 contains 2010 members 
Mstep: Class 12 contains 5390 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 24857 members 
Mstep: Class 15 contains 9633 members 
Mstep: Class 16 contains 10521 members 
Mstep: Class 17 contains 6844 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 19 contains 89477 members 
Mstep: Class 20 contains 9331 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20940 members 
Mstep: Class 23 contains 65069 members 
Mstep: Class 24 contains 2064 members 
Mstep: Class 25 contains 13378 members 
Mstep: Class 26 contains 3880 members 
Mstep: Class 27 contains 12109 members 
Mstep: Class 28 contains 3832 members 
Mstep: Class 29 contains 3702 members 
Mstep: Class 30 contains 1417 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910832.000000 Penalty: 107499.523438
Iteration 98Q: 33 clusters Score -1.009108e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 155010 members 
Mstep: Class 2 contains 7093 members 
Mstep: Class 3 contains 20276 members 
Mstep: Class 4 contains 2516 members 
Mstep: Class 5 contains 18080 members 
Mstep: Class 6 contains 37067 members 
Mstep: Class 7 contains 166296 members 
Mstep: Class 8 contains 25997 members 
Mstep: Class 9 contains 19022 members 
Mstep: Class 10 contains 18874 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 5386 members 
Mstep: Class 13 contains 1075 members 
Mstep: Class 14 contains 24819 members 
Mstep: Class 15 contains 9625 members 
Mstep: Class 16 contains 10522 members 
Mstep: Class 17 contains 6838 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 89430 members 
Mstep: Class 20 contains 9406 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20928 members 
Mstep: Class 23 contains 65050 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 13376 members 
Mstep: Class 26 contains 3889 members 
Mstep: Class 27 contains 12174 members 
Mstep: Class 28 contains 3825 members 
Mstep: Class 29 contains 3714 members 
Mstep: Class 30 contains 1418 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910992.000000 Penalty: 107499.523438
Iteration 99Q: 33 clusters Score -1.00911e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 155018 members 
Mstep: Class 2 contains 7102 members 
Mstep: Class 3 contains 20218 members 
Mstep: Class 4 contains 2520 members 
Mstep: Class 5 contains 18072 members 
Mstep: Class 6 contains 37062 members 
Mstep: Class 7 contains 166302 members 
Mstep: Class 8 contains 26001 members 
Mstep: Class 9 contains 19020 members 
Mstep: Class 10 contains 18903 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 5381 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 24795 members 
Mstep: Class 15 contains 9615 members 
Mstep: Class 16 contains 10522 members 
Mstep: Class 17 contains 6828 members 
Mstep: Class 18 contains 2916 members 
Mstep: Class 19 contains 89383 members 
Mstep: Class 20 contains 9469 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20905 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 2065 members 
Mstep: Class 25 contains 13370 members 
Mstep: Class 26 contains 3898 members 
Mstep: Class 27 contains 12228 members 
Mstep: Class 28 contains 3822 members 
Mstep: Class 29 contains 3727 members 
Mstep: Class 30 contains 1419 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911064.000000 Penalty: 107499.523438
Iteration 100F: 33 clusters Score -1.009111e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155030 members 
Mstep: Class 2 contains 7110 members 
Mstep: Class 3 contains 20165 members 
Mstep: Class 4 contains 2521 members 
Mstep: Class 5 contains 18059 members 
Mstep: Class 6 contains 37061 members 
Mstep: Class 7 contains 166308 members 
Mstep: Class 8 contains 26004 members 
Mstep: Class 9 contains 19017 members 
Mstep: Class 10 contains 18949 members 
Mstep: Class 11 contains 2013 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 24760 members 
Mstep: Class 15 contains 9599 members 
Mstep: Class 16 contains 10520 members 
Mstep: Class 17 contains 6818 members 
Mstep: Class 18 contains 2912 members 
Mstep: Class 19 contains 89342 members 
Mstep: Class 20 contains 9543 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20887 members 
Mstep: Class 23 contains 65026 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 13362 members 
Mstep: Class 26 contains 3916 members 
Mstep: Class 27 contains 12276 members 
Mstep: Class 28 contains 3809 members 
Mstep: Class 29 contains 3736 members 
Mstep: Class 30 contains 1421 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911216.000000 Penalty: 107499.523438
Iteration 101Q: 33 clusters Score -1.009112e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155029 members 
Mstep: Class 2 contains 7118 members 
Mstep: Class 3 contains 20097 members 
Mstep: Class 4 contains 2523 members 
Mstep: Class 5 contains 18039 members 
Mstep: Class 6 contains 37056 members 
Mstep: Class 7 contains 166313 members 
Mstep: Class 8 contains 26011 members 
Mstep: Class 9 contains 19007 members 
Mstep: Class 10 contains 19016 members 
Mstep: Class 11 contains 2016 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 1071 members 
Mstep: Class 14 contains 24729 members 
Mstep: Class 15 contains 9594 members 
Mstep: Class 16 contains 10517 members 
Mstep: Class 17 contains 6813 members 
Mstep: Class 18 contains 2914 members 
Mstep: Class 19 contains 89293 members 
Mstep: Class 20 contains 9602 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20882 members 
Mstep: Class 23 contains 65013 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 13357 members 
Mstep: Class 26 contains 3937 members 
Mstep: Class 27 contains 12323 members 
Mstep: Class 28 contains 3800 members 
Mstep: Class 29 contains 3747 members 
Mstep: Class 30 contains 1422 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911392.000000 Penalty: 107499.523438
Iteration 102Q: 33 clusters Score -1.009114e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155031 members 
Mstep: Class 2 contains 7124 members 
Mstep: Class 3 contains 20027 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 18019 members 
Mstep: Class 6 contains 37053 members 
Mstep: Class 7 contains 166324 members 
Mstep: Class 8 contains 26013 members 
Mstep: Class 9 contains 18998 members 
Mstep: Class 10 contains 19098 members 
Mstep: Class 11 contains 2017 members 
Mstep: Class 12 contains 5367 members 
Mstep: Class 13 contains 1070 members 
Mstep: Class 14 contains 24701 members 
Mstep: Class 15 contains 9582 members 
Mstep: Class 16 contains 10520 members 
Mstep: Class 17 contains 6805 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 89235 members 
Mstep: Class 20 contains 9661 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20871 members 
Mstep: Class 23 contains 65006 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 13354 members 
Mstep: Class 26 contains 3964 members 
Mstep: Class 27 contains 12360 members 
Mstep: Class 28 contains 3790 members 
Mstep: Class 29 contains 3754 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911240.000000 Penalty: 107499.523438
Iteration 103Q: 33 clusters Score -1.009112e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155020 members 
Mstep: Class 2 contains 7132 members 
Mstep: Class 3 contains 19982 members 
Mstep: Class 4 contains 2526 members 
Mstep: Class 5 contains 17994 members 
Mstep: Class 6 contains 37051 members 
Mstep: Class 7 contains 166332 members 
Mstep: Class 8 contains 26018 members 
Mstep: Class 9 contains 18992 members 
Mstep: Class 10 contains 19156 members 
Mstep: Class 11 contains 2019 members 
Mstep: Class 12 contains 5368 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24681 members 
Mstep: Class 15 contains 9568 members 
Mstep: Class 16 contains 10518 members 
Mstep: Class 17 contains 6800 members 
Mstep: Class 18 contains 2898 members 
Mstep: Class 19 contains 89183 members 
Mstep: Class 20 contains 9708 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20875 members 
Mstep: Class 23 contains 64993 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 13354 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 12394 members 
Mstep: Class 28 contains 3784 members 
Mstep: Class 29 contains 3755 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911392.000000 Penalty: 107499.523438
Iteration 104Q: 33 clusters Score -1.009114e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155005 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 19938 members 
Mstep: Class 4 contains 2525 members 
Mstep: Class 5 contains 17972 members 
Mstep: Class 6 contains 37049 members 
Mstep: Class 7 contains 166347 members 
Mstep: Class 8 contains 26022 members 
Mstep: Class 9 contains 18989 members 
Mstep: Class 10 contains 19234 members 
Mstep: Class 11 contains 2021 members 
Mstep: Class 12 contains 5366 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24658 members 
Mstep: Class 15 contains 9560 members 
Mstep: Class 16 contains 10517 members 
Mstep: Class 17 contains 6797 members 
Mstep: Class 18 contains 2891 members 
Mstep: Class 19 contains 89130 members 
Mstep: Class 20 contains 9754 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20873 members 
Mstep: Class 23 contains 64980 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 13348 members 
Mstep: Class 26 contains 4020 members 
Mstep: Class 27 contains 12416 members 
Mstep: Class 28 contains 3781 members 
Mstep: Class 29 contains 3760 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911376.000000 Penalty: 107499.523438
Iteration 105Q: 33 clusters Score -1.009114e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154997 members 
Mstep: Class 2 contains 7141 members 
Mstep: Class 3 contains 19901 members 
Mstep: Class 4 contains 2519 members 
Mstep: Class 5 contains 17962 members 
Mstep: Class 6 contains 37046 members 
Mstep: Class 7 contains 166366 members 
Mstep: Class 8 contains 26032 members 
Mstep: Class 9 contains 18987 members 
Mstep: Class 10 contains 19291 members 
Mstep: Class 11 contains 2022 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24635 members 
Mstep: Class 15 contains 9550 members 
Mstep: Class 16 contains 10520 members 
Mstep: Class 17 contains 6794 members 
Mstep: Class 18 contains 2881 members 
Mstep: Class 19 contains 89084 members 
Mstep: Class 20 contains 9789 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20868 members 
Mstep: Class 23 contains 64966 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 13349 members 
Mstep: Class 26 contains 4034 members 
Mstep: Class 27 contains 12449 members 
Mstep: Class 28 contains 3774 members 
Mstep: Class 29 contains 3762 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911368.000000 Penalty: 107499.523438
Iteration 106Q: 33 clusters Score -1.009114e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154993 members 
Mstep: Class 2 contains 7143 members 
Mstep: Class 3 contains 19857 members 
Mstep: Class 4 contains 2518 members 
Mstep: Class 5 contains 17964 members 
Mstep: Class 6 contains 37046 members 
Mstep: Class 7 contains 166375 members 
Mstep: Class 8 contains 26042 members 
Mstep: Class 9 contains 18981 members 
Mstep: Class 10 contains 19325 members 
Mstep: Class 11 contains 2021 members 
Mstep: Class 12 contains 5353 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24611 members 
Mstep: Class 15 contains 9543 members 
Mstep: Class 16 contains 10519 members 
Mstep: Class 17 contains 6795 members 
Mstep: Class 18 contains 2878 members 
Mstep: Class 19 contains 89047 members 
Mstep: Class 20 contains 9834 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20855 members 
Mstep: Class 23 contains 64953 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 13347 members 
Mstep: Class 26 contains 4044 members 
Mstep: Class 27 contains 12485 members 
Mstep: Class 28 contains 3768 members 
Mstep: Class 29 contains 3766 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911456.000000 Penalty: 107499.523438
Iteration 107Q: 33 clusters Score -1.009115e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154998 members 
Mstep: Class 2 contains 7147 members 
Mstep: Class 3 contains 19813 members 
Mstep: Class 4 contains 2519 members 
Mstep: Class 5 contains 17952 members 
Mstep: Class 6 contains 37047 members 
Mstep: Class 7 contains 166387 members 
Mstep: Class 8 contains 26048 members 
Mstep: Class 9 contains 18978 members 
Mstep: Class 10 contains 19406 members 
Mstep: Class 11 contains 2022 members 
Mstep: Class 12 contains 5351 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24589 members 
Mstep: Class 15 contains 9532 members 
Mstep: Class 16 contains 10517 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 2864 members 
Mstep: Class 19 contains 89006 members 
Mstep: Class 20 contains 9873 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20843 members 
Mstep: Class 23 contains 64930 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 13339 members 
Mstep: Class 26 contains 4061 members 
Mstep: Class 27 contains 12510 members 
Mstep: Class 28 contains 3763 members 
Mstep: Class 29 contains 3768 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911416.000000 Penalty: 107499.523438
Iteration 108Q: 33 clusters Score -1.009114e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155004 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 19777 members 
Mstep: Class 4 contains 2519 members 
Mstep: Class 5 contains 17933 members 
Mstep: Class 6 contains 37051 members 
Mstep: Class 7 contains 166401 members 
Mstep: Class 8 contains 26049 members 
Mstep: Class 9 contains 18972 members 
Mstep: Class 10 contains 19467 members 
Mstep: Class 11 contains 2020 members 
Mstep: Class 12 contains 5351 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24574 members 
Mstep: Class 15 contains 9522 members 
Mstep: Class 16 contains 10516 members 
Mstep: Class 17 contains 6787 members 
Mstep: Class 18 contains 2856 members 
Mstep: Class 19 contains 88974 members 
Mstep: Class 20 contains 9915 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20827 members 
Mstep: Class 23 contains 64912 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 13337 members 
Mstep: Class 26 contains 4081 members 
Mstep: Class 27 contains 12529 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 3766 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911488.000000 Penalty: 107499.523438
Iteration 109Q: 33 clusters Score -1.009115e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155007 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 19733 members 
Mstep: Class 4 contains 2519 members 
Mstep: Class 5 contains 17927 members 
Mstep: Class 6 contains 37053 members 
Mstep: Class 7 contains 166429 members 
Mstep: Class 8 contains 26049 members 
Mstep: Class 9 contains 18967 members 
Mstep: Class 10 contains 19554 members 
Mstep: Class 11 contains 2022 members 
Mstep: Class 12 contains 5358 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24546 members 
Mstep: Class 15 contains 9508 members 
Mstep: Class 16 contains 10515 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 2846 members 
Mstep: Class 19 contains 88942 members 
Mstep: Class 20 contains 9945 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20818 members 
Mstep: Class 23 contains 64886 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 13332 members 
Mstep: Class 26 contains 4095 members 
Mstep: Class 27 contains 12530 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 3764 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911456.000000 Penalty: 107499.523438
Iteration 110Q: 33 clusters Score -1.009115e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155012 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 19692 members 
Mstep: Class 4 contains 2518 members 
Mstep: Class 5 contains 17916 members 
Mstep: Class 6 contains 37057 members 
Mstep: Class 7 contains 166446 members 
Mstep: Class 8 contains 26050 members 
Mstep: Class 9 contains 18960 members 
Mstep: Class 10 contains 19641 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 5360 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24521 members 
Mstep: Class 15 contains 9504 members 
Mstep: Class 16 contains 10512 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 2834 members 
Mstep: Class 19 contains 88911 members 
Mstep: Class 20 contains 9965 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20812 members 
Mstep: Class 23 contains 64870 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 4109 members 
Mstep: Class 27 contains 12538 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 3763 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911512.000000 Penalty: 107499.523438
Iteration 111Q: 33 clusters Score -1.009115e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155010 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 19655 members 
Mstep: Class 4 contains 2515 members 
Mstep: Class 5 contains 17905 members 
Mstep: Class 6 contains 37059 members 
Mstep: Class 7 contains 166463 members 
Mstep: Class 8 contains 26051 members 
Mstep: Class 9 contains 18954 members 
Mstep: Class 10 contains 19717 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24502 members 
Mstep: Class 15 contains 9502 members 
Mstep: Class 16 contains 10512 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 88881 members 
Mstep: Class 20 contains 9986 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20797 members 
Mstep: Class 23 contains 64857 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 4119 members 
Mstep: Class 27 contains 12550 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3760 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911568.000000 Penalty: 107499.523438
Iteration 112Q: 33 clusters Score -1.009116e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155015 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19621 members 
Mstep: Class 4 contains 2512 members 
Mstep: Class 5 contains 17898 members 
Mstep: Class 6 contains 37056 members 
Mstep: Class 7 contains 166485 members 
Mstep: Class 8 contains 26050 members 
Mstep: Class 9 contains 18946 members 
Mstep: Class 10 contains 19775 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 5368 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24483 members 
Mstep: Class 15 contains 9494 members 
Mstep: Class 16 contains 10512 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 88856 members 
Mstep: Class 20 contains 10022 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20782 members 
Mstep: Class 23 contains 64851 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 13328 members 
Mstep: Class 26 contains 4128 members 
Mstep: Class 27 contains 12553 members 
Mstep: Class 28 contains 3750 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911616.000000 Penalty: 107499.523438
Iteration 113Q: 33 clusters Score -1.009116e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155010 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 19592 members 
Mstep: Class 4 contains 2512 members 
Mstep: Class 5 contains 17891 members 
Mstep: Class 6 contains 37059 members 
Mstep: Class 7 contains 166494 members 
Mstep: Class 8 contains 26049 members 
Mstep: Class 9 contains 18936 members 
Mstep: Class 10 contains 19840 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 5372 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24466 members 
Mstep: Class 15 contains 9494 members 
Mstep: Class 16 contains 10511 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 88834 members 
Mstep: Class 20 contains 10049 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20765 members 
Mstep: Class 23 contains 64840 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 4138 members 
Mstep: Class 27 contains 12560 members 
Mstep: Class 28 contains 3750 members 
Mstep: Class 29 contains 3756 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911400.000000 Penalty: 107499.523438
Iteration 114Q: 33 clusters Score -1.009114e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155009 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 19573 members 
Mstep: Class 4 contains 2509 members 
Mstep: Class 5 contains 17888 members 
Mstep: Class 6 contains 37056 members 
Mstep: Class 7 contains 166500 members 
Mstep: Class 8 contains 26050 members 
Mstep: Class 9 contains 18935 members 
Mstep: Class 10 contains 19900 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24455 members 
Mstep: Class 15 contains 9493 members 
Mstep: Class 16 contains 10510 members 
Mstep: Class 17 contains 6761 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 88814 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20746 members 
Mstep: Class 23 contains 64832 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 4142 members 
Mstep: Class 27 contains 12560 members 
Mstep: Class 28 contains 3750 members 
Mstep: Class 29 contains 3752 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911488.000000 Penalty: 107499.523438
Iteration 115Q: 33 clusters Score -1.009115e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155008 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 3 contains 19561 members 
Mstep: Class 4 contains 2505 members 
Mstep: Class 5 contains 17878 members 
Mstep: Class 6 contains 37057 members 
Mstep: Class 7 contains 166509 members 
Mstep: Class 8 contains 26054 members 
Mstep: Class 9 contains 18930 members 
Mstep: Class 10 contains 19955 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 5378 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24453 members 
Mstep: Class 15 contains 9489 members 
Mstep: Class 16 contains 10508 members 
Mstep: Class 17 contains 6758 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 88795 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20726 members 
Mstep: Class 23 contains 64821 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 13321 members 
Mstep: Class 26 contains 4148 members 
Mstep: Class 27 contains 12560 members 
Mstep: Class 28 contains 3750 members 
Mstep: Class 29 contains 3752 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911456.000000 Penalty: 107499.523438
Iteration 116Q: 33 clusters Score -1.009115e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155009 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 19544 members 
Mstep: Class 4 contains 2501 members 
Mstep: Class 5 contains 17872 members 
Mstep: Class 6 contains 37055 members 
Mstep: Class 7 contains 166522 members 
Mstep: Class 8 contains 26056 members 
Mstep: Class 9 contains 18929 members 
Mstep: Class 10 contains 19988 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 5380 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24454 members 
Mstep: Class 15 contains 9483 members 
Mstep: Class 16 contains 10506 members 
Mstep: Class 17 contains 6753 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 19 contains 88782 members 
Mstep: Class 20 contains 10128 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20716 members 
Mstep: Class 23 contains 64812 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 13316 members 
Mstep: Class 26 contains 4148 members 
Mstep: Class 27 contains 12565 members 
Mstep: Class 28 contains 3750 members 
Mstep: Class 29 contains 3750 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911352.000000 Penalty: 107499.523438
Iteration 117Q: 33 clusters Score -1.009114e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155010 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 19518 members 
Mstep: Class 4 contains 2500 members 
Mstep: Class 5 contains 17861 members 
Mstep: Class 6 contains 37056 members 
Mstep: Class 7 contains 166527 members 
Mstep: Class 8 contains 26057 members 
Mstep: Class 9 contains 18925 members 
Mstep: Class 10 contains 20037 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24446 members 
Mstep: Class 15 contains 9479 members 
Mstep: Class 16 contains 10506 members 
Mstep: Class 17 contains 6747 members 
Mstep: Class 18 contains 2787 members 
Mstep: Class 19 contains 88762 members 
Mstep: Class 20 contains 10156 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20714 members 
Mstep: Class 23 contains 64805 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 4150 members 
Mstep: Class 27 contains 12566 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3751 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911328.000000 Penalty: 107499.523438
Iteration 118Q: 33 clusters Score -1.009113e+08 nChanged 159
Entering ConstructFrom: 
Score: -100911328.000000 Penalty: 107499.523438
Entering ConstructFrom: 
Trying to split cluster 1 (155005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155005 members 
Entering Unmasked Estep 
Score: -21252390.000000 Penalty: 2963.900879
	Iteration 0F: 2 clusters Score -2.125239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 77294 members 
Entering Unmasked Estep 
Score: -21150902.000000 Penalty: 5927.801758
	Iteration 0F: 3 clusters Score -2.11509e+07 nChanged 74296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79975 members 
Mstep: Class 2 contains 75030 members 
Entering Unmasked Estep 
Score: -21194102.000000 Penalty: 5927.801758
	Iteration 1F: 3 clusters Score -2.11941e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81125 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -21195194.000000 Penalty: 5927.801758
	Iteration 2Q: 3 clusters Score -2.119519e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82870 members 
Mstep: Class 2 contains 72135 members 
Entering Unmasked Estep 
Score: -21196776.000000 Penalty: 5927.801758
	Iteration 3Q: 3 clusters Score -2.119678e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85465 members 
Mstep: Class 2 contains 69540 members 
Entering Unmasked Estep 
Score: -21198760.000000 Penalty: 5927.801758
	Iteration 4Q: 3 clusters Score -2.119876e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89037 members 
Mstep: Class 2 contains 65968 members 
Entering Unmasked Estep 
Score: -21201412.000000 Penalty: 5927.801758
	Iteration 5Q: 3 clusters Score -2.120141e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93941 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -21205356.000000 Penalty: 5927.801758
	Iteration 6Q: 3 clusters Score -2.120536e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100498 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -21210792.000000 Penalty: 5927.801758
	Iteration 7F: 3 clusters Score -2.121079e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108832 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -21217290.000000 Penalty: 5927.801758
	Iteration 8F: 3 clusters Score -2.121729e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118443 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -21225108.000000 Penalty: 5927.801758
	Iteration 9F: 3 clusters Score -2.122511e+07 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128366 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -21233028.000000 Penalty: 5927.801758
	Iteration 10F: 3 clusters Score -2.123303e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137094 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -21239368.000000 Penalty: 5927.801758
	Iteration 11F: 3 clusters Score -2.123937e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143509 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -21243954.000000 Penalty: 5927.801758
	Iteration 12Q: 3 clusters Score -2.124395e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147757 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -21246768.000000 Penalty: 5927.801758
	Iteration 13Q: 3 clusters Score -2.124677e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150254 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -21248270.000000 Penalty: 5927.801758
	Iteration 14Q: 3 clusters Score -2.124827e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151650 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -21249062.000000 Penalty: 5927.801758
	Iteration 15Q: 3 clusters Score -2.124906e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152452 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -21249520.000000 Penalty: 5927.801758
	Iteration 16Q: 3 clusters Score -2.124952e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152944 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -21249758.000000 Penalty: 5927.801758
	Iteration 17Q: 3 clusters Score -2.124976e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153255 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -21249928.000000 Penalty: 5927.801758
	Iteration 18Q: 3 clusters Score -2.124993e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153453 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -21250034.000000 Penalty: 5927.801758
	Iteration 19Q: 3 clusters Score -2.125003e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153579 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -21250110.000000 Penalty: 5927.801758
	Iteration 20F: 3 clusters Score -2.125011e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153647 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -21250224.000000 Penalty: 5927.801758
	Iteration 21Q: 3 clusters Score -2.125022e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153693 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -21250242.000000 Penalty: 5927.801758
	Iteration 22Q: 3 clusters Score -2.125024e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153720 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -21250272.000000 Penalty: 5927.801758
	Iteration 23Q: 3 clusters Score -2.125027e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153744 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -21250290.000000 Penalty: 5927.801758
	Iteration 24Q: 3 clusters Score -2.125029e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153759 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -21250288.000000 Penalty: 5927.801758
	Iteration 25Q: 3 clusters Score -2.125029e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153781 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -21250300.000000 Penalty: 5927.801758
	Iteration 26Q: 3 clusters Score -2.12503e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153801 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -21250308.000000 Penalty: 5927.801758
	Iteration 27Q: 3 clusters Score -2.125031e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153813 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -21250310.000000 Penalty: 5927.801758
	Iteration 28Q: 3 clusters Score -2.125031e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153830 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -21250320.000000 Penalty: 5927.801758
	Iteration 29Q: 3 clusters Score -2.125032e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153840 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -21250332.000000 Penalty: 5927.801758
	Iteration 30Q: 3 clusters Score -2.125033e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153846 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -21250328.000000 Penalty: 5927.801758
	Iteration 31Q: 3 clusters Score -2.125033e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153865 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -21250342.000000 Penalty: 5927.801758
	Iteration 32Q: 3 clusters Score -2.125034e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153878 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -21250364.000000 Penalty: 5927.801758
	Iteration 33Q: 3 clusters Score -2.125036e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153887 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -21250368.000000 Penalty: 5927.801758
	Iteration 34Q: 3 clusters Score -2.125037e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153900 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -21250368.000000 Penalty: 5927.801758
	Iteration 35Q: 3 clusters Score -2.125037e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153910 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -21250388.000000 Penalty: 5927.801758
	Iteration 36Q: 3 clusters Score -2.125039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153915 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -21250394.000000 Penalty: 5927.801758
	Iteration 37Q: 3 clusters Score -2.125039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153919 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -21250384.000000 Penalty: 5927.801758
	Iteration 38Q: 3 clusters Score -2.125038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153926 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -21250398.000000 Penalty: 5927.801758
	Iteration 39Q: 3 clusters Score -2.12504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153926 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -21250388.000000 Penalty: 5927.801758
	Iteration 40F: 3 clusters Score -2.125039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153928 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -21250390.000000 Penalty: 5927.801758
	Iteration 41Q: 3 clusters Score -2.125039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153932 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -21250386.000000 Penalty: 5927.801758
	Iteration 42Q: 3 clusters Score -2.125039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153933 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -21250386.000000 Penalty: 5927.801758
	Iteration 43Q: 3 clusters Score -2.125039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153936 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -21250392.000000 Penalty: 5927.801758
	Iteration 44Q: 3 clusters Score -2.125039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153939 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -21250372.000000 Penalty: 5927.801758
	Iteration 45Q: 3 clusters Score -2.125037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153939 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -21250388.000000 Penalty: 5927.801758
	Iteration 46Q: 3 clusters Score -2.125039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153938 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -21250386.000000 Penalty: 5927.801758
	Iteration 47Q: 3 clusters Score -2.125039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153940 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -21250394.000000 Penalty: 5927.801758
	Iteration 48Q: 3 clusters Score -2.125039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153941 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -21250392.000000 Penalty: 5927.801758
	Iteration 49Q: 3 clusters Score -2.125039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153942 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -21250386.000000 Penalty: 5927.801758
	Iteration 50Q: 3 clusters Score -2.125039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153945 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -21250396.000000 Penalty: 5927.801758
	Iteration 51Q: 3 clusters Score -2.12504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153946 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -21250392.000000 Penalty: 5927.801758
	Iteration 52Q: 3 clusters Score -2.125039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153946 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -21250392.000000 Penalty: 5927.801758
	Iteration 53F: 3 clusters Score -2.125039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Entering Unmasked Estep 
Score: -960183.875000 Penalty: 2200.863037
	Iteration 0F: 2 clusters Score -960183.9 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 3532 members 
Entering Unmasked Estep 
Score: -954284.375000 Penalty: 4401.726074
	Iteration 0F: 3 clusters Score -954284.4 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -955925.000000 Penalty: 4401.726074
	Iteration 1F: 3 clusters Score -955925 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -956230.250000 Penalty: 4401.726074
	Iteration 2F: 3 clusters Score -956230.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -956425.000000 Penalty: 4401.726074
	Iteration 3F: 3 clusters Score -956425 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -956618.750000 Penalty: 4401.726074
	Iteration 4Q: 3 clusters Score -956618.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -956807.562500 Penalty: 4401.726074
	Iteration 5Q: 3 clusters Score -956807.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -956989.937500 Penalty: 4401.726074
	Iteration 6Q: 3 clusters Score -956989.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -957175.312500 Penalty: 4401.726074
	Iteration 7Q: 3 clusters Score -957175.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -957339.375000 Penalty: 4401.726074
	Iteration 8Q: 3 clusters Score -957339.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -957490.000000 Penalty: 4401.726074
	Iteration 9Q: 3 clusters Score -957490 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -957630.625000 Penalty: 4401.726074
	Iteration 10Q: 3 clusters Score -957630.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -957742.875000 Penalty: 4401.726074
	Iteration 11Q: 3 clusters Score -957742.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -957834.312500 Penalty: 4401.726074
	Iteration 12Q: 3 clusters Score -957834.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -957892.000000 Penalty: 4401.726074
	Iteration 13Q: 3 clusters Score -957892 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -957939.312500 Penalty: 4401.726074
	Iteration 14Q: 3 clusters Score -957939.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -957977.187500 Penalty: 4401.726074
	Iteration 15Q: 3 clusters Score -957977.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -958003.625000 Penalty: 4401.726074
	Iteration 16Q: 3 clusters Score -958003.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -958021.312500 Penalty: 4401.726074
	Iteration 17Q: 3 clusters Score -958021.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -958036.250000 Penalty: 4401.726074
	Iteration 18Q: 3 clusters Score -958036.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -958043.687500 Penalty: 4401.726074
	Iteration 19Q: 3 clusters Score -958043.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -958050.625000 Penalty: 4401.726074
	Iteration 20F: 3 clusters Score -958050.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -958057.500000 Penalty: 4401.726074
	Iteration 21Q: 3 clusters Score -958057.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -958063.062500 Penalty: 4401.726074
	Iteration 22Q: 3 clusters Score -958063.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -958070.812500 Penalty: 4401.726074
	Iteration 23Q: 3 clusters Score -958070.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -958083.625000 Penalty: 4401.726074
	Iteration 24Q: 3 clusters Score -958083.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -958092.625000 Penalty: 4401.726074
	Iteration 25Q: 3 clusters Score -958092.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -958098.687500 Penalty: 4401.726074
	Iteration 26Q: 3 clusters Score -958098.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -958102.437500 Penalty: 4401.726074
	Iteration 27Q: 3 clusters Score -958102.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -958107.500000 Penalty: 4401.726074
	Iteration 28Q: 3 clusters Score -958107.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -958115.687500 Penalty: 4401.726074
	Iteration 29Q: 3 clusters Score -958115.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -958120.937500 Penalty: 4401.726074
	Iteration 30Q: 3 clusters Score -958120.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -958124.875000 Penalty: 4401.726074
	Iteration 31Q: 3 clusters Score -958124.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -958133.312500 Penalty: 4401.726074
	Iteration 32Q: 3 clusters Score -958133.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -958137.750000 Penalty: 4401.726074
	Iteration 33Q: 3 clusters Score -958137.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -958140.812500 Penalty: 4401.726074
	Iteration 34Q: 3 clusters Score -958140.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -958141.500000 Penalty: 4401.726074
	Iteration 35Q: 3 clusters Score -958141.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -958146.187500 Penalty: 4401.726074
	Iteration 36Q: 3 clusters Score -958146.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -958150.625000 Penalty: 4401.726074
	Iteration 37Q: 3 clusters Score -958150.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -958152.375000 Penalty: 4401.726074
	Iteration 38Q: 3 clusters Score -958152.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -958156.250000 Penalty: 4401.726074
	Iteration 39Q: 3 clusters Score -958156.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -958159.750000 Penalty: 4401.726074
	Iteration 40F: 3 clusters Score -958159.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -958162.687500 Penalty: 4401.726074
	Iteration 41Q: 3 clusters Score -958162.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -958167.312500 Penalty: 4401.726074
	Iteration 42Q: 3 clusters Score -958167.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -958170.250000 Penalty: 4401.726074
	Iteration 43Q: 3 clusters Score -958170.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -958171.812500 Penalty: 4401.726074
	Iteration 44Q: 3 clusters Score -958171.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -958177.250000 Penalty: 4401.726074
	Iteration 45Q: 3 clusters Score -958177.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -958181.750000 Penalty: 4401.726074
	Iteration 46Q: 3 clusters Score -958181.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -958186.062500 Penalty: 4401.726074
	Iteration 47Q: 3 clusters Score -958186.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -958187.000000 Penalty: 4401.726074
	Iteration 48Q: 3 clusters Score -958187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -958188.062500 Penalty: 4401.726074
	Iteration 49Q: 3 clusters Score -958188.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -958188.250000 Penalty: 4401.726074
	Iteration 50Q: 3 clusters Score -958188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -958191.062500 Penalty: 4401.726074
	Iteration 51Q: 3 clusters Score -958191.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -958193.187500 Penalty: 4401.726074
	Iteration 52Q: 3 clusters Score -958193.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -958195.375000 Penalty: 4401.726074
	Iteration 53Q: 3 clusters Score -958195.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -958198.000000 Penalty: 4401.726074
	Iteration 54Q: 3 clusters Score -958198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -958204.500000 Penalty: 4401.726074
	Iteration 55Q: 3 clusters Score -958204.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -958210.437500 Penalty: 4401.726074
	Iteration 56Q: 3 clusters Score -958210.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -958215.312500 Penalty: 4401.726074
	Iteration 57Q: 3 clusters Score -958215.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -958219.750000 Penalty: 4401.726074
	Iteration 58Q: 3 clusters Score -958219.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -958222.687500 Penalty: 4401.726074
	Iteration 59Q: 3 clusters Score -958222.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -958226.625000 Penalty: 4401.726074
	Iteration 60F: 3 clusters Score -958226.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -958227.000000 Penalty: 4401.726074
	Iteration 61Q: 3 clusters Score -958227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -958227.562500 Penalty: 4401.726074
	Iteration 62Q: 3 clusters Score -958227.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -958230.000000 Penalty: 4401.726074
	Iteration 63Q: 3 clusters Score -958230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -958230.000000 Penalty: 4401.726074
	Iteration 64F: 3 clusters Score -958230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Entering Unmasked Estep 
Score: -2645565.750000 Penalty: 2449.709717
	Iteration 0F: 2 clusters Score -2645566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2631742.250000 Penalty: 4899.419434
	Iteration 0F: 3 clusters Score -2631742 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2636478.000000 Penalty: 4899.419434
	Iteration 1F: 3 clusters Score -2636478 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2636984.500000 Penalty: 4899.419434
	Iteration 2F: 3 clusters Score -2636984 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2637569.000000 Penalty: 4899.419434
	Iteration 3F: 3 clusters Score -2637569 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2638273.250000 Penalty: 4899.419434
	Iteration 4F: 3 clusters Score -2638273 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2639147.500000 Penalty: 4899.419434
	Iteration 5F: 3 clusters Score -2639148 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2640212.500000 Penalty: 4899.419434
	Iteration 6F: 3 clusters Score -2640212 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2641305.000000 Penalty: 4899.419434
	Iteration 7F: 3 clusters Score -2641305 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2642167.000000 Penalty: 4899.419434
	Iteration 8F: 3 clusters Score -2642167 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2642768.500000 Penalty: 4899.419434
	Iteration 9Q: 3 clusters Score -2642768 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2643184.250000 Penalty: 4899.419434
	Iteration 10Q: 3 clusters Score -2643184 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2643440.000000 Penalty: 4899.419434
	Iteration 11Q: 3 clusters Score -2643440 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2643591.250000 Penalty: 4899.419434
	Iteration 12Q: 3 clusters Score -2643591 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2643711.500000 Penalty: 4899.419434
	Iteration 13Q: 3 clusters Score -2643712 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2643779.250000 Penalty: 4899.419434
	Iteration 14Q: 3 clusters Score -2643779 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2643837.500000 Penalty: 4899.419434
	Iteration 15Q: 3 clusters Score -2643838 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2643869.500000 Penalty: 4899.419434
	Iteration 16Q: 3 clusters Score -2643870 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2643898.250000 Penalty: 4899.419434
	Iteration 17Q: 3 clusters Score -2643898 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2643907.750000 Penalty: 4899.419434
	Iteration 18Q: 3 clusters Score -2643908 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2643928.750000 Penalty: 4899.419434
	Iteration 19Q: 3 clusters Score -2643929 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2643939.000000 Penalty: 4899.419434
	Iteration 20F: 3 clusters Score -2643939 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2643960.750000 Penalty: 4899.419434
	Iteration 21Q: 3 clusters Score -2643961 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2643979.500000 Penalty: 4899.419434
	Iteration 22Q: 3 clusters Score -2643980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2643983.750000 Penalty: 4899.419434
	Iteration 23Q: 3 clusters Score -2643984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2643998.750000 Penalty: 4899.419434
	Iteration 24Q: 3 clusters Score -2643999 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2644015.250000 Penalty: 4899.419434
	Iteration 25Q: 3 clusters Score -2644015 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2644023.750000 Penalty: 4899.419434
	Iteration 26Q: 3 clusters Score -2644024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2644026.250000 Penalty: 4899.419434
	Iteration 27Q: 3 clusters Score -2644026 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2644035.250000 Penalty: 4899.419434
	Iteration 28Q: 3 clusters Score -2644035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2644042.000000 Penalty: 4899.419434
	Iteration 29Q: 3 clusters Score -2644042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2644036.500000 Penalty: 4899.419434
	Iteration 30Q: 3 clusters Score -2644036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2644044.500000 Penalty: 4899.419434
	Iteration 31Q: 3 clusters Score -2644044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2644040.750000 Penalty: 4899.419434
	Iteration 32Q: 3 clusters Score -2644041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2644043.750000 Penalty: 4899.419434
	Iteration 33Q: 3 clusters Score -2644044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2644048.500000 Penalty: 4899.419434
	Iteration 34Q: 3 clusters Score -2644048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2644055.500000 Penalty: 4899.419434
	Iteration 35Q: 3 clusters Score -2644056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2644056.750000 Penalty: 4899.419434
	Iteration 36Q: 3 clusters Score -2644057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2644060.500000 Penalty: 4899.419434
	Iteration 37Q: 3 clusters Score -2644060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2644065.250000 Penalty: 4899.419434
	Iteration 38Q: 3 clusters Score -2644065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2644062.500000 Penalty: 4899.419434
	Iteration 39Q: 3 clusters Score -2644062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2644063.750000 Penalty: 4899.419434
	Iteration 40F: 3 clusters Score -2644064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2644062.750000 Penalty: 4899.419434
	Iteration 41Q: 3 clusters Score -2644063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2644064.250000 Penalty: 4899.419434
	Iteration 42Q: 3 clusters Score -2644064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2644061.000000 Penalty: 4899.419434
	Iteration 43Q: 3 clusters Score -2644061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2644063.500000 Penalty: 4899.419434
	Iteration 44Q: 3 clusters Score -2644064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2644065.500000 Penalty: 4899.419434
	Iteration 45Q: 3 clusters Score -2644066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2644062.750000 Penalty: 4899.419434
	Iteration 46Q: 3 clusters Score -2644063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2644062.750000 Penalty: 4899.419434
	Iteration 47Q: 3 clusters Score -2644063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2644061.000000 Penalty: 4899.419434
	Iteration 48Q: 3 clusters Score -2644061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2644065.750000 Penalty: 4899.419434
	Iteration 49Q: 3 clusters Score -2644066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2644065.750000 Penalty: 4899.419434
	Iteration 50Q: 3 clusters Score -2644066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2644069.500000 Penalty: 4899.419434
	Iteration 51Q: 3 clusters Score -2644070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2644067.750000 Penalty: 4899.419434
	Iteration 52Q: 3 clusters Score -2644068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2644067.750000 Penalty: 4899.419434
	Iteration 53F: 3 clusters Score -2644068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Entering Unmasked Estep 
Score: -348522.968750 Penalty: 1940.264282
	Iteration 0F: 2 clusters Score -348523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -345600.187500 Penalty: 3880.528564
	Iteration 0F: 3 clusters Score -345600.2 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -346144.187500 Penalty: 3880.528564
	Iteration 1F: 3 clusters Score -346144.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -346279.156250 Penalty: 3880.528564
	Iteration 2F: 3 clusters Score -346279.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -346381.937500 Penalty: 3880.528564
	Iteration 3F: 3 clusters Score -346381.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -346441.968750 Penalty: 3880.528564
	Iteration 4Q: 3 clusters Score -346442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -346480.687500 Penalty: 3880.528564
	Iteration 5Q: 3 clusters Score -346480.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -346510.218750 Penalty: 3880.528564
	Iteration 6Q: 3 clusters Score -346510.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -346544.468750 Penalty: 3880.528564
	Iteration 7Q: 3 clusters Score -346544.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -346582.718750 Penalty: 3880.528564
	Iteration 8Q: 3 clusters Score -346582.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -346605.593750 Penalty: 3880.528564
	Iteration 9Q: 3 clusters Score -346605.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -346621.343750 Penalty: 3880.528564
	Iteration 10Q: 3 clusters Score -346621.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -346633.750000 Penalty: 3880.528564
	Iteration 11Q: 3 clusters Score -346633.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -346647.875000 Penalty: 3880.528564
	Iteration 12Q: 3 clusters Score -346647.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -346657.156250 Penalty: 3880.528564
	Iteration 13Q: 3 clusters Score -346657.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -346665.406250 Penalty: 3880.528564
	Iteration 14Q: 3 clusters Score -346665.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -346672.750000 Penalty: 3880.528564
	Iteration 15Q: 3 clusters Score -346672.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -346679.500000 Penalty: 3880.528564
	Iteration 16Q: 3 clusters Score -346679.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -346687.812500 Penalty: 3880.528564
	Iteration 17Q: 3 clusters Score -346687.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -346693.906250 Penalty: 3880.528564
	Iteration 18Q: 3 clusters Score -346693.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -346698.562500 Penalty: 3880.528564
	Iteration 19Q: 3 clusters Score -346698.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -346705.250000 Penalty: 3880.528564
	Iteration 20F: 3 clusters Score -346705.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -346709.812500 Penalty: 3880.528564
	Iteration 21Q: 3 clusters Score -346709.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -346715.875000 Penalty: 3880.528564
	Iteration 22Q: 3 clusters Score -346715.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -346719.968750 Penalty: 3880.528564
	Iteration 23Q: 3 clusters Score -346720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -346722.250000 Penalty: 3880.528564
	Iteration 24Q: 3 clusters Score -346722.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -346723.875000 Penalty: 3880.528564
	Iteration 25Q: 3 clusters Score -346723.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -346725.125000 Penalty: 3880.528564
	Iteration 26Q: 3 clusters Score -346725.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -346726.531250 Penalty: 3880.528564
	Iteration 27Q: 3 clusters Score -346726.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -346727.125000 Penalty: 3880.528564
	Iteration 28Q: 3 clusters Score -346727.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -346728.468750 Penalty: 3880.528564
	Iteration 29Q: 3 clusters Score -346728.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -346728.937500 Penalty: 3880.528564
	Iteration 30Q: 3 clusters Score -346728.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -346729.687500 Penalty: 3880.528564
	Iteration 31Q: 3 clusters Score -346729.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -346729.687500 Penalty: 3880.528564
	Iteration 32F: 3 clusters Score -346729.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Entering Unmasked Estep 
Score: -2282291.250000 Penalty: 2427.929688
	Iteration 0F: 2 clusters Score -2282291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2269618.500000 Penalty: 4855.859375
	Iteration 0F: 3 clusters Score -2269618 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2273967.750000 Penalty: 4855.859375
	Iteration 1F: 3 clusters Score -2273968 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2274706.500000 Penalty: 4855.859375
	Iteration 2F: 3 clusters Score -2274706 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2275614.250000 Penalty: 4855.859375
	Iteration 3F: 3 clusters Score -2275614 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2276721.500000 Penalty: 4855.859375
	Iteration 4F: 3 clusters Score -2276722 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2277951.750000 Penalty: 4855.859375
	Iteration 5F: 3 clusters Score -2277952 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2279115.250000 Penalty: 4855.859375
	Iteration 6F: 3 clusters Score -2279115 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2280102.000000 Penalty: 4855.859375
	Iteration 7F: 3 clusters Score -2280102 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2280768.750000 Penalty: 4855.859375
	Iteration 8Q: 3 clusters Score -2280769 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2281180.000000 Penalty: 4855.859375
	Iteration 9Q: 3 clusters Score -2281180 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2281405.500000 Penalty: 4855.859375
	Iteration 10Q: 3 clusters Score -2281406 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2281575.500000 Penalty: 4855.859375
	Iteration 11Q: 3 clusters Score -2281576 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2281692.000000 Penalty: 4855.859375
	Iteration 12Q: 3 clusters Score -2281692 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2281776.750000 Penalty: 4855.859375
	Iteration 13Q: 3 clusters Score -2281777 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2281848.250000 Penalty: 4855.859375
	Iteration 14Q: 3 clusters Score -2281848 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2281896.750000 Penalty: 4855.859375
	Iteration 15Q: 3 clusters Score -2281897 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2281936.750000 Penalty: 4855.859375
	Iteration 16Q: 3 clusters Score -2281937 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2281962.750000 Penalty: 4855.859375
	Iteration 17Q: 3 clusters Score -2281963 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2281983.250000 Penalty: 4855.859375
	Iteration 18Q: 3 clusters Score -2281983 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2281989.500000 Penalty: 4855.859375
	Iteration 19Q: 3 clusters Score -2281990 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2282013.250000 Penalty: 4855.859375
	Iteration 20F: 3 clusters Score -2282013 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2282026.250000 Penalty: 4855.859375
	Iteration 21Q: 3 clusters Score -2282026 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2282030.000000 Penalty: 4855.859375
	Iteration 22Q: 3 clusters Score -2282030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2282039.500000 Penalty: 4855.859375
	Iteration 23Q: 3 clusters Score -2282040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2282051.750000 Penalty: 4855.859375
	Iteration 24Q: 3 clusters Score -2282052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2282059.750000 Penalty: 4855.859375
	Iteration 25Q: 3 clusters Score -2282060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2282066.000000 Penalty: 4855.859375
	Iteration 26Q: 3 clusters Score -2282066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2282065.500000 Penalty: 4855.859375
	Iteration 27Q: 3 clusters Score -2282066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2282066.750000 Penalty: 4855.859375
	Iteration 28Q: 3 clusters Score -2282067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2282070.000000 Penalty: 4855.859375
	Iteration 29Q: 3 clusters Score -2282070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2282064.500000 Penalty: 4855.859375
	Iteration 30Q: 3 clusters Score -2282064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2282063.000000 Penalty: 4855.859375
	Iteration 31Q: 3 clusters Score -2282063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2282070.500000 Penalty: 4855.859375
	Iteration 32Q: 3 clusters Score -2282070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2282068.750000 Penalty: 4855.859375
	Iteration 33Q: 3 clusters Score -2282069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2282075.750000 Penalty: 4855.859375
	Iteration 34Q: 3 clusters Score -2282076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2282075.000000 Penalty: 4855.859375
	Iteration 35Q: 3 clusters Score -2282075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2282075.750000 Penalty: 4855.859375
	Iteration 36Q: 3 clusters Score -2282076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2282080.000000 Penalty: 4855.859375
	Iteration 37Q: 3 clusters Score -2282080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2282077.500000 Penalty: 4855.859375
	Iteration 38Q: 3 clusters Score -2282078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2282081.750000 Penalty: 4855.859375
	Iteration 39Q: 3 clusters Score -2282082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2282083.500000 Penalty: 4855.859375
	Iteration 40F: 3 clusters Score -2282084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2282084.500000 Penalty: 4855.859375
	Iteration 41Q: 3 clusters Score -2282084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2282084.500000 Penalty: 4855.859375
	Iteration 42Q: 3 clusters Score -2282084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2282084.500000 Penalty: 4855.859375
	Iteration 43Q: 3 clusters Score -2282084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2282085.750000 Penalty: 4855.859375
	Iteration 44Q: 3 clusters Score -2282086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2282085.500000 Penalty: 4855.859375
	Iteration 45Q: 3 clusters Score -2282086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2282085.500000 Penalty: 4855.859375
	Iteration 46Q: 3 clusters Score -2282086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2282083.750000 Penalty: 4855.859375
	Iteration 47Q: 3 clusters Score -2282084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2282086.000000 Penalty: 4855.859375
	Iteration 48Q: 3 clusters Score -2282086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2282084.750000 Penalty: 4855.859375
	Iteration 49Q: 3 clusters Score -2282085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2282085.000000 Penalty: 4855.859375
	Iteration 50Q: 3 clusters Score -2282085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2282083.750000 Penalty: 4855.859375
	Iteration 51Q: 3 clusters Score -2282084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2282086.000000 Penalty: 4855.859375
	Iteration 52Q: 3 clusters Score -2282086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2282090.250000 Penalty: 4855.859375
	Iteration 53Q: 3 clusters Score -2282090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2282088.000000 Penalty: 4855.859375
	Iteration 54Q: 3 clusters Score -2282088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2282091.250000 Penalty: 4855.859375
	Iteration 55Q: 3 clusters Score -2282091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2282094.250000 Penalty: 4855.859375
	Iteration 56Q: 3 clusters Score -2282094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2282094.000000 Penalty: 4855.859375
	Iteration 57Q: 3 clusters Score -2282094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2282095.250000 Penalty: 4855.859375
	Iteration 58Q: 3 clusters Score -2282095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2282092.750000 Penalty: 4855.859375
	Iteration 59Q: 3 clusters Score -2282093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2282096.250000 Penalty: 4855.859375
	Iteration 60F: 3 clusters Score -2282096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Entering Unmasked Estep 
Score: -5158983.000000 Penalty: 2609.019531
	Iteration 0F: 2 clusters Score -5158983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -5133787.000000 Penalty: 5218.039062
	Iteration 0F: 3 clusters Score -5133787 nChanged 16980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -5143206.000000 Penalty: 5218.039062
	Iteration 1F: 3 clusters Score -5143206 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -5143815.000000 Penalty: 5218.039062
	Iteration 2Q: 3 clusters Score -5143815 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -5144386.500000 Penalty: 5218.039062
	Iteration 3Q: 3 clusters Score -5144386 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -5145004.000000 Penalty: 5218.039062
	Iteration 4Q: 3 clusters Score -5145004 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -5145561.000000 Penalty: 5218.039062
	Iteration 5Q: 3 clusters Score -5145561 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -5146117.500000 Penalty: 5218.039062
	Iteration 6Q: 3 clusters Score -5146118 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -5146663.500000 Penalty: 5218.039062
	Iteration 7Q: 3 clusters Score -5146664 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -5147228.500000 Penalty: 5218.039062
	Iteration 8Q: 3 clusters Score -5147228 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -5147754.500000 Penalty: 5218.039062
	Iteration 9Q: 3 clusters Score -5147754 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -5148361.500000 Penalty: 5218.039062
	Iteration 10Q: 3 clusters Score -5148362 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -5149110.500000 Penalty: 5218.039062
	Iteration 11Q: 3 clusters Score -5149110 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -5149976.000000 Penalty: 5218.039062
	Iteration 12Q: 3 clusters Score -5149976 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -5150768.500000 Penalty: 5218.039062
	Iteration 13Q: 3 clusters Score -5150768 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -5151380.000000 Penalty: 5218.039062
	Iteration 14Q: 3 clusters Score -5151380 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -5151862.500000 Penalty: 5218.039062
	Iteration 15Q: 3 clusters Score -5151862 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -5152236.500000 Penalty: 5218.039062
	Iteration 16Q: 3 clusters Score -5152236 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -5152519.500000 Penalty: 5218.039062
	Iteration 17Q: 3 clusters Score -5152520 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -5152777.500000 Penalty: 5218.039062
	Iteration 18Q: 3 clusters Score -5152778 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -5153012.000000 Penalty: 5218.039062
	Iteration 19Q: 3 clusters Score -5153012 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -5153318.500000 Penalty: 5218.039062
	Iteration 20F: 3 clusters Score -5153318 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -5153560.000000 Penalty: 5218.039062
	Iteration 21Q: 3 clusters Score -5153560 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -5153854.000000 Penalty: 5218.039062
	Iteration 22Q: 3 clusters Score -5153854 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -5154181.000000 Penalty: 5218.039062
	Iteration 23Q: 3 clusters Score -5154181 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -5154451.000000 Penalty: 5218.039062
	Iteration 24Q: 3 clusters Score -5154451 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -5154754.500000 Penalty: 5218.039062
	Iteration 25Q: 3 clusters Score -5154754 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -5155090.000000 Penalty: 5218.039062
	Iteration 26Q: 3 clusters Score -5155090 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -5155342.500000 Penalty: 5218.039062
	Iteration 27Q: 3 clusters Score -5155342 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -5155551.000000 Penalty: 5218.039062
	Iteration 28Q: 3 clusters Score -5155551 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -5155743.500000 Penalty: 5218.039062
	Iteration 29Q: 3 clusters Score -5155744 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -5155950.000000 Penalty: 5218.039062
	Iteration 30Q: 3 clusters Score -5155950 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -5156103.500000 Penalty: 5218.039062
	Iteration 31Q: 3 clusters Score -5156104 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -5156226.500000 Penalty: 5218.039062
	Iteration 32Q: 3 clusters Score -5156226 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -5156324.500000 Penalty: 5218.039062
	Iteration 33Q: 3 clusters Score -5156324 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -5156394.000000 Penalty: 5218.039062
	Iteration 34Q: 3 clusters Score -5156394 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5156451.500000 Penalty: 5218.039062
	Iteration 35Q: 3 clusters Score -5156452 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -5156508.500000 Penalty: 5218.039062
	Iteration 36Q: 3 clusters Score -5156508 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -5156548.500000 Penalty: 5218.039062
	Iteration 37Q: 3 clusters Score -5156548 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5156595.000000 Penalty: 5218.039062
	Iteration 38Q: 3 clusters Score -5156595 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5156642.000000 Penalty: 5218.039062
	Iteration 39Q: 3 clusters Score -5156642 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5156674.500000 Penalty: 5218.039062
	Iteration 40F: 3 clusters Score -5156674 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5156703.000000 Penalty: 5218.039062
	Iteration 41Q: 3 clusters Score -5156703 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5156729.500000 Penalty: 5218.039062
	Iteration 42Q: 3 clusters Score -5156730 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5156735.000000 Penalty: 5218.039062
	Iteration 43Q: 3 clusters Score -5156735 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5156747.000000 Penalty: 5218.039062
	Iteration 44Q: 3 clusters Score -5156747 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5156778.500000 Penalty: 5218.039062
	Iteration 45Q: 3 clusters Score -5156778 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5156788.000000 Penalty: 5218.039062
	Iteration 46Q: 3 clusters Score -5156788 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5156800.500000 Penalty: 5218.039062
	Iteration 47Q: 3 clusters Score -5156800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5156817.000000 Penalty: 5218.039062
	Iteration 48Q: 3 clusters Score -5156817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5156823.000000 Penalty: 5218.039062
	Iteration 49Q: 3 clusters Score -5156823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5156836.500000 Penalty: 5218.039062
	Iteration 50Q: 3 clusters Score -5156836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5156843.500000 Penalty: 5218.039062
	Iteration 51Q: 3 clusters Score -5156844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5156854.500000 Penalty: 5218.039062
	Iteration 52Q: 3 clusters Score -5156854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5156855.500000 Penalty: 5218.039062
	Iteration 53Q: 3 clusters Score -5156856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5156853.000000 Penalty: 5218.039062
	Iteration 54Q: 3 clusters Score -5156853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5156861.500000 Penalty: 5218.039062
	Iteration 55Q: 3 clusters Score -5156862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5156858.500000 Penalty: 5218.039062
	Iteration 56Q: 3 clusters Score -5156858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5156857.000000 Penalty: 5218.039062
	Iteration 57Q: 3 clusters Score -5156857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5156858.000000 Penalty: 5218.039062
	Iteration 58Q: 3 clusters Score -5156858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5156863.500000 Penalty: 5218.039062
	Iteration 59Q: 3 clusters Score -5156864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5156870.000000 Penalty: 5218.039062
	Iteration 60F: 3 clusters Score -5156870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5156876.500000 Penalty: 5218.039062
	Iteration 61Q: 3 clusters Score -5156876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5156881.500000 Penalty: 5218.039062
	Iteration 62Q: 3 clusters Score -5156882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5156877.000000 Penalty: 5218.039062
	Iteration 63Q: 3 clusters Score -5156877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5156878.000000 Penalty: 5218.039062
	Iteration 64Q: 3 clusters Score -5156878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5156879.000000 Penalty: 5218.039062
	Iteration 65Q: 3 clusters Score -5156879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5156875.500000 Penalty: 5218.039062
	Iteration 66Q: 3 clusters Score -5156876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5156875.000000 Penalty: 5218.039062
	Iteration 67Q: 3 clusters Score -5156875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5156878.000000 Penalty: 5218.039062
	Iteration 68Q: 3 clusters Score -5156878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5156880.000000 Penalty: 5218.039062
	Iteration 69Q: 3 clusters Score -5156880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5156878.500000 Penalty: 5218.039062
	Iteration 70Q: 3 clusters Score -5156878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5156875.500000 Penalty: 5218.039062
	Iteration 71Q: 3 clusters Score -5156876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5156884.500000 Penalty: 5218.039062
	Iteration 72Q: 3 clusters Score -5156884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5156883.000000 Penalty: 5218.039062
	Iteration 73Q: 3 clusters Score -5156883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5156878.500000 Penalty: 5218.039062
	Iteration 74Q: 3 clusters Score -5156878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5156879.000000 Penalty: 5218.039062
	Iteration 75Q: 3 clusters Score -5156879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5156876.000000 Penalty: 5218.039062
	Iteration 76Q: 3 clusters Score -5156876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5156881.000000 Penalty: 5218.039062
	Iteration 77Q: 3 clusters Score -5156881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5156880.500000 Penalty: 5218.039062
	Iteration 78Q: 3 clusters Score -5156880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5156880.500000 Penalty: 5218.039062
	Iteration 79F: 3 clusters Score -5156880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (166533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166533 members 
Entering Unmasked Estep 
Score: -22760596.000000 Penalty: 2981.691406
	Iteration 0F: 2 clusters Score -2.27606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83300 members 
Mstep: Class 2 contains 83233 members 
Entering Unmasked Estep 
Score: -22648944.000000 Penalty: 5963.382812
	Iteration 0F: 3 clusters Score -2.264894e+07 nChanged 80058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83524 members 
Mstep: Class 2 contains 83009 members 
Entering Unmasked Estep 
Score: -22695244.000000 Penalty: 5963.382812
	Iteration 1F: 3 clusters Score -2.269524e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83834 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
Score: -22696444.000000 Penalty: 5963.382812
	Iteration 2Q: 3 clusters Score -2.269644e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84386 members 
Mstep: Class 2 contains 82147 members 
Entering Unmasked Estep 
Score: -22697498.000000 Penalty: 5963.382812
	Iteration 3Q: 3 clusters Score -2.26975e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85181 members 
Mstep: Class 2 contains 81352 members 
Entering Unmasked Estep 
Score: -22699040.000000 Penalty: 5963.382812
	Iteration 4Q: 3 clusters Score -2.269904e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86321 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -22701058.000000 Penalty: 5963.382812
	Iteration 5Q: 3 clusters Score -2.270106e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87820 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -22703754.000000 Penalty: 5963.382812
	Iteration 6Q: 3 clusters Score -2.270375e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89862 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -22707784.000000 Penalty: 5963.382812
	Iteration 7Q: 3 clusters Score -2.270778e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92326 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -22713788.000000 Penalty: 5963.382812
	Iteration 8F: 3 clusters Score -2.271379e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 71720 members 
Entering Unmasked Estep 
Score: -22721142.000000 Penalty: 5963.382812
	Iteration 9F: 3 clusters Score -2.272114e+07 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96898 members 
Mstep: Class 2 contains 69635 members 
Entering Unmasked Estep 
Score: -22726430.000000 Penalty: 5963.382812
	Iteration 10F: 3 clusters Score -2.272643e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98543 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -22728710.000000 Penalty: 5963.382812
	Iteration 11Q: 3 clusters Score -2.272871e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100160 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -22729316.000000 Penalty: 5963.382812
	Iteration 12Q: 3 clusters Score -2.272932e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101853 members 
Mstep: Class 2 contains 64680 members 
Entering Unmasked Estep 
Score: -22729682.000000 Penalty: 5963.382812
	Iteration 13Q: 3 clusters Score -2.272968e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103633 members 
Mstep: Class 2 contains 62900 members 
Entering Unmasked Estep 
Score: -22730010.000000 Penalty: 5963.382812
	Iteration 14Q: 3 clusters Score -2.273001e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105581 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -22730424.000000 Penalty: 5963.382812
	Iteration 15Q: 3 clusters Score -2.273042e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107675 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -22730894.000000 Penalty: 5963.382812
	Iteration 16Q: 3 clusters Score -2.273089e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109889 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -22731308.000000 Penalty: 5963.382812
	Iteration 17Q: 3 clusters Score -2.273131e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112184 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -22731770.000000 Penalty: 5963.382812
	Iteration 18Q: 3 clusters Score -2.273177e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114612 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -22732444.000000 Penalty: 5963.382812
	Iteration 19Q: 3 clusters Score -2.273244e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117259 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -22733318.000000 Penalty: 5963.382812
	Iteration 20F: 3 clusters Score -2.273332e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120098 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -22734192.000000 Penalty: 5963.382812
	Iteration 21Q: 3 clusters Score -2.273419e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123110 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -22735100.000000 Penalty: 5963.382812
	Iteration 22Q: 3 clusters Score -2.27351e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126228 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -22736218.000000 Penalty: 5963.382812
	Iteration 23Q: 3 clusters Score -2.273622e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129450 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -22737420.000000 Penalty: 5963.382812
	Iteration 24Q: 3 clusters Score -2.273742e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132856 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -22738832.000000 Penalty: 5963.382812
	Iteration 25Q: 3 clusters Score -2.273883e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136348 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -22740316.000000 Penalty: 5963.382812
	Iteration 26Q: 3 clusters Score -2.274032e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139945 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -22741850.000000 Penalty: 5963.382812
	Iteration 27Q: 3 clusters Score -2.274185e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143532 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -22743432.000000 Penalty: 5963.382812
	Iteration 28Q: 3 clusters Score -2.274343e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146973 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -22745260.000000 Penalty: 5963.382812
	Iteration 29Q: 3 clusters Score -2.274526e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150262 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -22747130.000000 Penalty: 5963.382812
	Iteration 30Q: 3 clusters Score -2.274713e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153355 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -22748872.000000 Penalty: 5963.382812
	Iteration 31Q: 3 clusters Score -2.274887e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156168 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -22750636.000000 Penalty: 5963.382812
	Iteration 32Q: 3 clusters Score -2.275064e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158642 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -22752226.000000 Penalty: 5963.382812
	Iteration 33Q: 3 clusters Score -2.275223e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160799 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -22753820.000000 Penalty: 5963.382812
	Iteration 34Q: 3 clusters Score -2.275382e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162637 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -22755164.000000 Penalty: 5963.382812
	Iteration 35Q: 3 clusters Score -2.275516e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164003 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -22756128.000000 Penalty: 5963.382812
	Iteration 36Q: 3 clusters Score -2.275613e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164916 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -22756834.000000 Penalty: 5963.382812
	Iteration 37Q: 3 clusters Score -2.275683e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165451 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -22757252.000000 Penalty: 5963.382812
	Iteration 38Q: 3 clusters Score -2.275725e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165729 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -22757522.000000 Penalty: 5963.382812
	Iteration 39Q: 3 clusters Score -2.275752e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165881 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -22757644.000000 Penalty: 5963.382812
	Iteration 40F: 3 clusters Score -2.275764e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165974 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -22757744.000000 Penalty: 5963.382812
	Iteration 41Q: 3 clusters Score -2.275774e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166037 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -22757800.000000 Penalty: 5963.382812
	Iteration 42Q: 3 clusters Score -2.27578e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166073 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -22757840.000000 Penalty: 5963.382812
	Iteration 43Q: 3 clusters Score -2.275784e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166102 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -22757880.000000 Penalty: 5963.382812
	Iteration 44Q: 3 clusters Score -2.275788e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166116 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -22757922.000000 Penalty: 5963.382812
	Iteration 45Q: 3 clusters Score -2.275792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166129 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -22757942.000000 Penalty: 5963.382812
	Iteration 46Q: 3 clusters Score -2.275794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166144 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22757954.000000 Penalty: 5963.382812
	Iteration 47Q: 3 clusters Score -2.275795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166150 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -22757964.000000 Penalty: 5963.382812
	Iteration 48Q: 3 clusters Score -2.275796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166152 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -22757980.000000 Penalty: 5963.382812
	Iteration 49Q: 3 clusters Score -2.275798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166155 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -22757976.000000 Penalty: 5963.382812
	Iteration 50Q: 3 clusters Score -2.275798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166156 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -22757976.000000 Penalty: 5963.382812
	Iteration 51Q: 3 clusters Score -2.275798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166156 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -22757976.000000 Penalty: 5963.382812
	Iteration 52F: 3 clusters Score -2.275798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Entering Unmasked Estep 
Score: -3515114.250000 Penalty: 2521.693359
	Iteration 0F: 2 clusters Score -3515114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3497201.750000 Penalty: 5043.386719
	Iteration 0F: 3 clusters Score -3497202 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3503585.000000 Penalty: 5043.386719
	Iteration 1F: 3 clusters Score -3503585 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3504341.250000 Penalty: 5043.386719
	Iteration 2F: 3 clusters Score -3504341 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3505238.250000 Penalty: 5043.386719
	Iteration 3F: 3 clusters Score -3505238 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3506223.500000 Penalty: 5043.386719
	Iteration 4F: 3 clusters Score -3506224 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -3507279.250000 Penalty: 5043.386719
	Iteration 5F: 3 clusters Score -3507279 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -3508296.250000 Penalty: 5043.386719
	Iteration 6F: 3 clusters Score -3508296 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -3509255.000000 Penalty: 5043.386719
	Iteration 7F: 3 clusters Score -3509255 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -3510087.250000 Penalty: 5043.386719
	Iteration 8F: 3 clusters Score -3510087 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -3510674.500000 Penalty: 5043.386719
	Iteration 9Q: 3 clusters Score -3510674 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -3511099.500000 Penalty: 5043.386719
	Iteration 10Q: 3 clusters Score -3511100 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3511467.750000 Penalty: 5043.386719
	Iteration 11Q: 3 clusters Score -3511468 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -3511985.000000 Penalty: 5043.386719
	Iteration 12Q: 3 clusters Score -3511985 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3512669.750000 Penalty: 5043.386719
	Iteration 13Q: 3 clusters Score -3512670 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3513170.250000 Penalty: 5043.386719
	Iteration 14Q: 3 clusters Score -3513170 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3513362.250000 Penalty: 5043.386719
	Iteration 15Q: 3 clusters Score -3513362 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3513474.000000 Penalty: 5043.386719
	Iteration 16Q: 3 clusters Score -3513474 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3513562.000000 Penalty: 5043.386719
	Iteration 17Q: 3 clusters Score -3513562 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3513612.250000 Penalty: 5043.386719
	Iteration 18Q: 3 clusters Score -3513612 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3513650.250000 Penalty: 5043.386719
	Iteration 19Q: 3 clusters Score -3513650 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3513693.250000 Penalty: 5043.386719
	Iteration 20F: 3 clusters Score -3513693 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3513702.500000 Penalty: 5043.386719
	Iteration 21Q: 3 clusters Score -3513702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3513715.750000 Penalty: 5043.386719
	Iteration 22Q: 3 clusters Score -3513716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3513729.000000 Penalty: 5043.386719
	Iteration 23Q: 3 clusters Score -3513729 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3513741.750000 Penalty: 5043.386719
	Iteration 24Q: 3 clusters Score -3513742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3513754.000000 Penalty: 5043.386719
	Iteration 25Q: 3 clusters Score -3513754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3513762.250000 Penalty: 5043.386719
	Iteration 26Q: 3 clusters Score -3513762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3513755.250000 Penalty: 5043.386719
	Iteration 27Q: 3 clusters Score -3513755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3513760.500000 Penalty: 5043.386719
	Iteration 28Q: 3 clusters Score -3513760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3513763.000000 Penalty: 5043.386719
	Iteration 29Q: 3 clusters Score -3513763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3513762.500000 Penalty: 5043.386719
	Iteration 30Q: 3 clusters Score -3513762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3513760.000000 Penalty: 5043.386719
	Iteration 31Q: 3 clusters Score -3513760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3513759.500000 Penalty: 5043.386719
	Iteration 32Q: 3 clusters Score -3513760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3513762.500000 Penalty: 5043.386719
	Iteration 33Q: 3 clusters Score -3513762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3513771.000000 Penalty: 5043.386719
	Iteration 34Q: 3 clusters Score -3513771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3513768.000000 Penalty: 5043.386719
	Iteration 35Q: 3 clusters Score -3513768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3513774.250000 Penalty: 5043.386719
	Iteration 36Q: 3 clusters Score -3513774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3513769.250000 Penalty: 5043.386719
	Iteration 37Q: 3 clusters Score -3513769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3513769.750000 Penalty: 5043.386719
	Iteration 38Q: 3 clusters Score -3513770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3513770.750000 Penalty: 5043.386719
	Iteration 39Q: 3 clusters Score -3513771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3513773.250000 Penalty: 5043.386719
	Iteration 40F: 3 clusters Score -3513773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3513777.750000 Penalty: 5043.386719
	Iteration 41Q: 3 clusters Score -3513778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3513779.000000 Penalty: 5043.386719
	Iteration 42Q: 3 clusters Score -3513779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3513781.000000 Penalty: 5043.386719
	Iteration 43Q: 3 clusters Score -3513781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3513775.750000 Penalty: 5043.386719
	Iteration 44Q: 3 clusters Score -3513776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3513776.250000 Penalty: 5043.386719
	Iteration 45Q: 3 clusters Score -3513776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3513782.250000 Penalty: 5043.386719
	Iteration 46Q: 3 clusters Score -3513782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3513788.750000 Penalty: 5043.386719
	Iteration 47Q: 3 clusters Score -3513789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3513786.000000 Penalty: 5043.386719
	Iteration 48Q: 3 clusters Score -3513786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3513786.000000 Penalty: 5043.386719
	Iteration 49Q: 3 clusters Score -3513786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3513786.000000 Penalty: 5043.386719
	Iteration 50Q: 3 clusters Score -3513786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3513782.000000 Penalty: 5043.386719
	Iteration 51Q: 3 clusters Score -3513782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3513783.750000 Penalty: 5043.386719
	Iteration 52Q: 3 clusters Score -3513784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3513787.000000 Penalty: 5043.386719
	Iteration 53Q: 3 clusters Score -3513787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3513786.500000 Penalty: 5043.386719
	Iteration 54Q: 3 clusters Score -3513786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3513787.000000 Penalty: 5043.386719
	Iteration 55Q: 3 clusters Score -3513787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3513789.000000 Penalty: 5043.386719
	Iteration 56Q: 3 clusters Score -3513789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3513784.750000 Penalty: 5043.386719
	Iteration 57Q: 3 clusters Score -3513785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3513789.250000 Penalty: 5043.386719
	Iteration 58Q: 3 clusters Score -3513789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3513785.750000 Penalty: 5043.386719
	Iteration 59Q: 3 clusters Score -3513786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3513793.500000 Penalty: 5043.386719
	Iteration 60F: 3 clusters Score -3513794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3513794.000000 Penalty: 5043.386719
	Iteration 61Q: 3 clusters Score -3513794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3513792.500000 Penalty: 5043.386719
	Iteration 62Q: 3 clusters Score -3513792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3513791.000000 Penalty: 5043.386719
	Iteration 63Q: 3 clusters Score -3513791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3513791.000000 Penalty: 5043.386719
	Iteration 64Q: 3 clusters Score -3513791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3513791.000000 Penalty: 5043.386719
	Iteration 65F: 3 clusters Score -3513791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Entering Unmasked Estep 
Score: -2567332.750000 Penalty: 2442.323975
	Iteration 0F: 2 clusters Score -2567333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2553962.250000 Penalty: 4884.647949
	Iteration 0F: 3 clusters Score -2553962 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2558572.500000 Penalty: 4884.647949
	Iteration 1F: 3 clusters Score -2558572 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2559259.500000 Penalty: 4884.647949
	Iteration 2F: 3 clusters Score -2559260 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2560019.500000 Penalty: 4884.647949
	Iteration 3F: 3 clusters Score -2560020 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2560743.000000 Penalty: 4884.647949
	Iteration 4F: 3 clusters Score -2560743 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2561413.000000 Penalty: 4884.647949
	Iteration 5F: 3 clusters Score -2561413 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2562072.250000 Penalty: 4884.647949
	Iteration 6F: 3 clusters Score -2562072 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2562816.750000 Penalty: 4884.647949
	Iteration 7F: 3 clusters Score -2562817 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2563577.000000 Penalty: 4884.647949
	Iteration 8F: 3 clusters Score -2563577 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2564362.750000 Penalty: 4884.647949
	Iteration 9Q: 3 clusters Score -2564363 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2565111.750000 Penalty: 4884.647949
	Iteration 10Q: 3 clusters Score -2565112 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2565705.500000 Penalty: 4884.647949
	Iteration 11Q: 3 clusters Score -2565706 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2566098.750000 Penalty: 4884.647949
	Iteration 12Q: 3 clusters Score -2566099 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2566361.250000 Penalty: 4884.647949
	Iteration 13Q: 3 clusters Score -2566361 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2566549.500000 Penalty: 4884.647949
	Iteration 14Q: 3 clusters Score -2566550 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2566633.000000 Penalty: 4884.647949
	Iteration 15Q: 3 clusters Score -2566633 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2566692.750000 Penalty: 4884.647949
	Iteration 16Q: 3 clusters Score -2566693 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2566713.750000 Penalty: 4884.647949
	Iteration 17Q: 3 clusters Score -2566714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2566726.500000 Penalty: 4884.647949
	Iteration 18Q: 3 clusters Score -2566726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2566732.000000 Penalty: 4884.647949
	Iteration 19Q: 3 clusters Score -2566732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2566731.250000 Penalty: 4884.647949
	Iteration 20F: 3 clusters Score -2566731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2566737.750000 Penalty: 4884.647949
	Iteration 21Q: 3 clusters Score -2566738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2566739.750000 Penalty: 4884.647949
	Iteration 22Q: 3 clusters Score -2566740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2566744.000000 Penalty: 4884.647949
	Iteration 23Q: 3 clusters Score -2566744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2566743.750000 Penalty: 4884.647949
	Iteration 24Q: 3 clusters Score -2566744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2566745.250000 Penalty: 4884.647949
	Iteration 25Q: 3 clusters Score -2566745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2566747.000000 Penalty: 4884.647949
	Iteration 26Q: 3 clusters Score -2566747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2566747.750000 Penalty: 4884.647949
	Iteration 27Q: 3 clusters Score -2566748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2566745.250000 Penalty: 4884.647949
	Iteration 28Q: 3 clusters Score -2566745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2566747.000000 Penalty: 4884.647949
	Iteration 29Q: 3 clusters Score -2566747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2566744.500000 Penalty: 4884.647949
	Iteration 30Q: 3 clusters Score -2566744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2566744.500000 Penalty: 4884.647949
	Iteration 31F: 3 clusters Score -2566744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Entering Unmasked Estep 
Score: -2524782.750000 Penalty: 2456.993164
	Iteration 0F: 2 clusters Score -2524783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2510763.000000 Penalty: 4913.986328
	Iteration 0F: 3 clusters Score -2510763 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2515504.750000 Penalty: 4913.986328
	Iteration 1F: 3 clusters Score -2515505 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2515983.000000 Penalty: 4913.986328
	Iteration 2F: 3 clusters Score -2515983 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2516413.250000 Penalty: 4913.986328
	Iteration 3F: 3 clusters Score -2516413 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2516841.750000 Penalty: 4913.986328
	Iteration 4Q: 3 clusters Score -2516842 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2517304.000000 Penalty: 4913.986328
	Iteration 5Q: 3 clusters Score -2517304 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2517850.250000 Penalty: 4913.986328
	Iteration 6Q: 3 clusters Score -2517850 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2518419.500000 Penalty: 4913.986328
	Iteration 7Q: 3 clusters Score -2518420 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2519078.000000 Penalty: 4913.986328
	Iteration 8F: 3 clusters Score -2519078 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2519788.250000 Penalty: 4913.986328
	Iteration 9F: 3 clusters Score -2519788 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2520505.500000 Penalty: 4913.986328
	Iteration 10Q: 3 clusters Score -2520506 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2521187.750000 Penalty: 4913.986328
	Iteration 11Q: 3 clusters Score -2521188 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2521754.750000 Penalty: 4913.986328
	Iteration 12Q: 3 clusters Score -2521755 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2522185.000000 Penalty: 4913.986328
	Iteration 13Q: 3 clusters Score -2522185 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2522498.500000 Penalty: 4913.986328
	Iteration 14Q: 3 clusters Score -2522498 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2522704.000000 Penalty: 4913.986328
	Iteration 15Q: 3 clusters Score -2522704 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2522840.750000 Penalty: 4913.986328
	Iteration 16Q: 3 clusters Score -2522841 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2522928.000000 Penalty: 4913.986328
	Iteration 17Q: 3 clusters Score -2522928 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2522983.750000 Penalty: 4913.986328
	Iteration 18Q: 3 clusters Score -2522984 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2523024.250000 Penalty: 4913.986328
	Iteration 19Q: 3 clusters Score -2523024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2523059.000000 Penalty: 4913.986328
	Iteration 20F: 3 clusters Score -2523059 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2523097.000000 Penalty: 4913.986328
	Iteration 21Q: 3 clusters Score -2523097 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2523123.000000 Penalty: 4913.986328
	Iteration 22Q: 3 clusters Score -2523123 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2523152.500000 Penalty: 4913.986328
	Iteration 23Q: 3 clusters Score -2523152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2523157.000000 Penalty: 4913.986328
	Iteration 24Q: 3 clusters Score -2523157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2523169.500000 Penalty: 4913.986328
	Iteration 25Q: 3 clusters Score -2523170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2523180.000000 Penalty: 4913.986328
	Iteration 26Q: 3 clusters Score -2523180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2523188.500000 Penalty: 4913.986328
	Iteration 27Q: 3 clusters Score -2523188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2523197.750000 Penalty: 4913.986328
	Iteration 28Q: 3 clusters Score -2523198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2523209.250000 Penalty: 4913.986328
	Iteration 29Q: 3 clusters Score -2523209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2523213.250000 Penalty: 4913.986328
	Iteration 30Q: 3 clusters Score -2523213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2523220.000000 Penalty: 4913.986328
	Iteration 31Q: 3 clusters Score -2523220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2523226.250000 Penalty: 4913.986328
	Iteration 32Q: 3 clusters Score -2523226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2523229.250000 Penalty: 4913.986328
	Iteration 33Q: 3 clusters Score -2523229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2523233.250000 Penalty: 4913.986328
	Iteration 34Q: 3 clusters Score -2523233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2523237.000000 Penalty: 4913.986328
	Iteration 35Q: 3 clusters Score -2523237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2523236.500000 Penalty: 4913.986328
	Iteration 36Q: 3 clusters Score -2523236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2523236.500000 Penalty: 4913.986328
	Iteration 37Q: 3 clusters Score -2523236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2523235.000000 Penalty: 4913.986328
	Iteration 38Q: 3 clusters Score -2523235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2523235.750000 Penalty: 4913.986328
	Iteration 39Q: 3 clusters Score -2523236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2523235.750000 Penalty: 4913.986328
	Iteration 40F: 3 clusters Score -2523236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Entering Unmasked Estep 
Score: -260332.843750 Penalty: 1888.349365
	Iteration 0F: 2 clusters Score -260332.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -257766.796875 Penalty: 3776.698730
	Iteration 0F: 3 clusters Score -257766.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -258265.546875 Penalty: 3776.698730
	Iteration 1F: 3 clusters Score -258265.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -258429.031250 Penalty: 3776.698730
	Iteration 2F: 3 clusters Score -258429 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -258623.750000 Penalty: 3776.698730
	Iteration 3F: 3 clusters Score -258623.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -258883.390625 Penalty: 3776.698730
	Iteration 4F: 3 clusters Score -258883.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -259128.218750 Penalty: 3776.698730
	Iteration 5F: 3 clusters Score -259128.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -259326.609375 Penalty: 3776.698730
	Iteration 6F: 3 clusters Score -259326.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -259484.796875 Penalty: 3776.698730
	Iteration 7Q: 3 clusters Score -259484.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -259573.468750 Penalty: 3776.698730
	Iteration 8Q: 3 clusters Score -259573.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -259631.500000 Penalty: 3776.698730
	Iteration 9Q: 3 clusters Score -259631.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -259662.484375 Penalty: 3776.698730
	Iteration 10Q: 3 clusters Score -259662.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -259683.140625 Penalty: 3776.698730
	Iteration 11Q: 3 clusters Score -259683.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -259701.578125 Penalty: 3776.698730
	Iteration 12Q: 3 clusters Score -259701.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -259714.359375 Penalty: 3776.698730
	Iteration 13Q: 3 clusters Score -259714.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -259722.468750 Penalty: 3776.698730
	Iteration 14Q: 3 clusters Score -259722.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -259728.062500 Penalty: 3776.698730
	Iteration 15Q: 3 clusters Score -259728.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -259732.312500 Penalty: 3776.698730
	Iteration 16Q: 3 clusters Score -259732.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -259732.890625 Penalty: 3776.698730
	Iteration 17Q: 3 clusters Score -259732.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -259732.890625 Penalty: 3776.698730
	Iteration 18F: 3 clusters Score -259732.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -701685.625000 Penalty: 2130.752441
	Iteration 0F: 2 clusters Score -701685.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -696939.062500 Penalty: 4261.504883
	Iteration 0F: 3 clusters Score -696939.1 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -698141.312500 Penalty: 4261.504883
	Iteration 1F: 3 clusters Score -698141.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -698376.250000 Penalty: 4261.504883
	Iteration 2F: 3 clusters Score -698376.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -698525.937500 Penalty: 4261.504883
	Iteration 3F: 3 clusters Score -698525.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -698656.437500 Penalty: 4261.504883
	Iteration 4Q: 3 clusters Score -698656.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -698768.125000 Penalty: 4261.504883
	Iteration 5Q: 3 clusters Score -698768.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -698851.875000 Penalty: 4261.504883
	Iteration 6Q: 3 clusters Score -698851.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -698917.625000 Penalty: 4261.504883
	Iteration 7Q: 3 clusters Score -698917.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -698972.250000 Penalty: 4261.504883
	Iteration 8Q: 3 clusters Score -698972.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -699017.937500 Penalty: 4261.504883
	Iteration 9Q: 3 clusters Score -699017.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -699078.000000 Penalty: 4261.504883
	Iteration 10Q: 3 clusters Score -699078 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -699133.187500 Penalty: 4261.504883
	Iteration 11Q: 3 clusters Score -699133.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -699189.125000 Penalty: 4261.504883
	Iteration 12Q: 3 clusters Score -699189.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -699232.875000 Penalty: 4261.504883
	Iteration 13Q: 3 clusters Score -699232.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -699280.875000 Penalty: 4261.504883
	Iteration 14Q: 3 clusters Score -699280.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -699323.937500 Penalty: 4261.504883
	Iteration 15Q: 3 clusters Score -699323.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -699354.625000 Penalty: 4261.504883
	Iteration 16Q: 3 clusters Score -699354.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -699380.500000 Penalty: 4261.504883
	Iteration 17Q: 3 clusters Score -699380.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -699410.937500 Penalty: 4261.504883
	Iteration 18Q: 3 clusters Score -699410.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -699434.125000 Penalty: 4261.504883
	Iteration 19Q: 3 clusters Score -699434.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -699455.562500 Penalty: 4261.504883
	Iteration 20F: 3 clusters Score -699455.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -699471.937500 Penalty: 4261.504883
	Iteration 21Q: 3 clusters Score -699471.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -699489.375000 Penalty: 4261.504883
	Iteration 22Q: 3 clusters Score -699489.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -699503.562500 Penalty: 4261.504883
	Iteration 23Q: 3 clusters Score -699503.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -699517.187500 Penalty: 4261.504883
	Iteration 24Q: 3 clusters Score -699517.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -699528.500000 Penalty: 4261.504883
	Iteration 25Q: 3 clusters Score -699528.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -699536.062500 Penalty: 4261.504883
	Iteration 26Q: 3 clusters Score -699536.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -699547.750000 Penalty: 4261.504883
	Iteration 27Q: 3 clusters Score -699547.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -699559.125000 Penalty: 4261.504883
	Iteration 28Q: 3 clusters Score -699559.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -699567.812500 Penalty: 4261.504883
	Iteration 29Q: 3 clusters Score -699567.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -699578.750000 Penalty: 4261.504883
	Iteration 30Q: 3 clusters Score -699578.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -699587.562500 Penalty: 4261.504883
	Iteration 31Q: 3 clusters Score -699587.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -699594.750000 Penalty: 4261.504883
	Iteration 32Q: 3 clusters Score -699594.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -699602.125000 Penalty: 4261.504883
	Iteration 33Q: 3 clusters Score -699602.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -699608.125000 Penalty: 4261.504883
	Iteration 34Q: 3 clusters Score -699608.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -699613.562500 Penalty: 4261.504883
	Iteration 35Q: 3 clusters Score -699613.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -699619.937500 Penalty: 4261.504883
	Iteration 36Q: 3 clusters Score -699619.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -699625.750000 Penalty: 4261.504883
	Iteration 37Q: 3 clusters Score -699625.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -699631.437500 Penalty: 4261.504883
	Iteration 38Q: 3 clusters Score -699631.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -699641.250000 Penalty: 4261.504883
	Iteration 39Q: 3 clusters Score -699641.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -699647.187500 Penalty: 4261.504883
	Iteration 40F: 3 clusters Score -699647.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -699653.437500 Penalty: 4261.504883
	Iteration 41Q: 3 clusters Score -699653.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -699660.187500 Penalty: 4261.504883
	Iteration 42Q: 3 clusters Score -699660.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -699669.375000 Penalty: 4261.504883
	Iteration 43Q: 3 clusters Score -699669.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -699677.875000 Penalty: 4261.504883
	Iteration 44Q: 3 clusters Score -699677.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -699690.687500 Penalty: 4261.504883
	Iteration 45Q: 3 clusters Score -699690.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -699705.000000 Penalty: 4261.504883
	Iteration 46Q: 3 clusters Score -699705 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -699721.312500 Penalty: 4261.504883
	Iteration 47Q: 3 clusters Score -699721.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -699735.437500 Penalty: 4261.504883
	Iteration 48Q: 3 clusters Score -699735.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -699748.937500 Penalty: 4261.504883
	Iteration 49Q: 3 clusters Score -699748.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -699769.312500 Penalty: 4261.504883
	Iteration 50Q: 3 clusters Score -699769.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -699787.625000 Penalty: 4261.504883
	Iteration 51Q: 3 clusters Score -699787.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -699813.812500 Penalty: 4261.504883
	Iteration 52Q: 3 clusters Score -699813.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -699848.750000 Penalty: 4261.504883
	Iteration 53Q: 3 clusters Score -699848.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -699881.250000 Penalty: 4261.504883
	Iteration 54Q: 3 clusters Score -699881.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -699917.000000 Penalty: 4261.504883
	Iteration 55Q: 3 clusters Score -699917 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -699960.062500 Penalty: 4261.504883
	Iteration 56Q: 3 clusters Score -699960.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -700002.937500 Penalty: 4261.504883
	Iteration 57Q: 3 clusters Score -700002.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -700052.375000 Penalty: 4261.504883
	Iteration 58Q: 3 clusters Score -700052.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -700108.312500 Penalty: 4261.504883
	Iteration 59Q: 3 clusters Score -700108.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -700157.937500 Penalty: 4261.504883
	Iteration 60F: 3 clusters Score -700157.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -700202.625000 Penalty: 4261.504883
	Iteration 61Q: 3 clusters Score -700202.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -700231.125000 Penalty: 4261.504883
	Iteration 62Q: 3 clusters Score -700231.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -700257.812500 Penalty: 4261.504883
	Iteration 63Q: 3 clusters Score -700257.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -700284.750000 Penalty: 4261.504883
	Iteration 64Q: 3 clusters Score -700284.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -700307.500000 Penalty: 4261.504883
	Iteration 65Q: 3 clusters Score -700307.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -700336.687500 Penalty: 4261.504883
	Iteration 66Q: 3 clusters Score -700336.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -700362.062500 Penalty: 4261.504883
	Iteration 67Q: 3 clusters Score -700362.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -700383.812500 Penalty: 4261.504883
	Iteration 68Q: 3 clusters Score -700383.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -700404.437500 Penalty: 4261.504883
	Iteration 69Q: 3 clusters Score -700404.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -700424.687500 Penalty: 4261.504883
	Iteration 70Q: 3 clusters Score -700424.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -700446.937500 Penalty: 4261.504883
	Iteration 71Q: 3 clusters Score -700446.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -700458.750000 Penalty: 4261.504883
	Iteration 72Q: 3 clusters Score -700458.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -700466.375000 Penalty: 4261.504883
	Iteration 73Q: 3 clusters Score -700466.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -700470.187500 Penalty: 4261.504883
	Iteration 74Q: 3 clusters Score -700470.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -700476.312500 Penalty: 4261.504883
	Iteration 75Q: 3 clusters Score -700476.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -700478.687500 Penalty: 4261.504883
	Iteration 76Q: 3 clusters Score -700478.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -700479.687500 Penalty: 4261.504883
	Iteration 77Q: 3 clusters Score -700479.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -700482.500000 Penalty: 4261.504883
	Iteration 78Q: 3 clusters Score -700482.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -700484.812500 Penalty: 4261.504883
	Iteration 79Q: 3 clusters Score -700484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -700486.500000 Penalty: 4261.504883
	Iteration 80F: 3 clusters Score -700486.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -133790.125000 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -133790.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -131813.343750 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -131813.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -132264.984375 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -132265 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -132652.015625 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -132652 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -133277.734375 Penalty: 3459.341553
	Iteration 3F: 3 clusters Score -133277.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -133679.015625 Penalty: 3459.341553
	Iteration 4F: 3 clusters Score -133679 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -133818.468750 Penalty: 3459.341553
	Iteration 5F: 3 clusters Score -133818.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -133878.109375 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -133878.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -133906.828125 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -133906.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -133922.171875 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -133922.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -133940.453125 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -133940.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -133959.953125 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -133960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133994.812500 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -133994.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -134042.328125 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -134042.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -134070.781250 Penalty: 3459.341553
	Iteration 13Q: 3 clusters Score -134070.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -134073.015625 Penalty: 3459.341553
	Iteration 14Q: 3 clusters Score -134073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -134073.671875 Penalty: 3459.341553
	Iteration 15Q: 3 clusters Score -134073.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -134073.671875 Penalty: 3459.341553
	Iteration 16F: 3 clusters Score -134073.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155005 members 
Mstep: Class 2 contains 7147 members 
Mstep: Class 3 contains 19494 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17855 members 
Mstep: Class 6 contains 37058 members 
Mstep: Class 7 contains 166533 members 
Mstep: Class 8 contains 26059 members 
Mstep: Class 9 contains 18922 members 
Mstep: Class 10 contains 20075 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 384 members 
Mstep: Class 14 contains 24434 members 
Mstep: Class 15 contains 9476 members 
Mstep: Class 16 contains 10507 members 
Mstep: Class 17 contains 6743 members 
Mstep: Class 18 contains 2785 members 
Mstep: Class 19 contains 88744 members 
Mstep: Class 20 contains 10170 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20722 members 
Mstep: Class 23 contains 64798 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 13310 members 
Mstep: Class 26 contains 4154 members 
Mstep: Class 27 contains 12575 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 3753 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4227 members 
Mstep: Class 33 contains 685 members 
Entering Unmasked Estep 
Score: -100910032.000000 Penalty: 110858.882812
Splitting cluster 13 changes total score from -100911328.000000 to -100910032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (24434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Entering Unmasked Estep 
Score: -3200354.250000 Penalty: 2505.725342
	Iteration 0F: 2 clusters Score -3200354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -3183248.250000 Penalty: 5011.450684
	Iteration 0F: 3 clusters Score -3183248 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -3189589.000000 Penalty: 5011.450684
	Iteration 1F: 3 clusters Score -3189589 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3190698.250000 Penalty: 5011.450684
	Iteration 2F: 3 clusters Score -3190698 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -3192213.500000 Penalty: 5011.450684
	Iteration 3F: 3 clusters Score -3192214 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3193945.750000 Penalty: 5011.450684
	Iteration 4F: 3 clusters Score -3193946 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -3195462.250000 Penalty: 5011.450684
	Iteration 5F: 3 clusters Score -3195462 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -3196402.750000 Penalty: 5011.450684
	Iteration 6F: 3 clusters Score -3196403 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -3196916.250000 Penalty: 5011.450684
	Iteration 7Q: 3 clusters Score -3196916 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -3197197.000000 Penalty: 5011.450684
	Iteration 8Q: 3 clusters Score -3197197 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -3197364.500000 Penalty: 5011.450684
	Iteration 9Q: 3 clusters Score -3197364 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -3197472.500000 Penalty: 5011.450684
	Iteration 10Q: 3 clusters Score -3197472 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -3197553.000000 Penalty: 5011.450684
	Iteration 11Q: 3 clusters Score -3197553 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -3197601.000000 Penalty: 5011.450684
	Iteration 12Q: 3 clusters Score -3197601 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -3197639.250000 Penalty: 5011.450684
	Iteration 13Q: 3 clusters Score -3197639 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -3197678.250000 Penalty: 5011.450684
	Iteration 14Q: 3 clusters Score -3197678 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -3197722.000000 Penalty: 5011.450684
	Iteration 15Q: 3 clusters Score -3197722 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3197760.750000 Penalty: 5011.450684
	Iteration 16Q: 3 clusters Score -3197761 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -3197778.500000 Penalty: 5011.450684
	Iteration 17Q: 3 clusters Score -3197778 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -3197794.000000 Penalty: 5011.450684
	Iteration 18Q: 3 clusters Score -3197794 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -3197814.000000 Penalty: 5011.450684
	Iteration 19Q: 3 clusters Score -3197814 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3197823.750000 Penalty: 5011.450684
	Iteration 20F: 3 clusters Score -3197824 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3197858.750000 Penalty: 5011.450684
	Iteration 21Q: 3 clusters Score -3197859 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -3197869.500000 Penalty: 5011.450684
	Iteration 22Q: 3 clusters Score -3197870 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3197881.750000 Penalty: 5011.450684
	Iteration 23Q: 3 clusters Score -3197882 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -3197894.000000 Penalty: 5011.450684
	Iteration 24Q: 3 clusters Score -3197894 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -3197926.750000 Penalty: 5011.450684
	Iteration 25Q: 3 clusters Score -3197927 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -3197948.750000 Penalty: 5011.450684
	Iteration 26Q: 3 clusters Score -3197949 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -3197961.250000 Penalty: 5011.450684
	Iteration 27Q: 3 clusters Score -3197961 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -3197991.250000 Penalty: 5011.450684
	Iteration 28Q: 3 clusters Score -3197991 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -3198034.500000 Penalty: 5011.450684
	Iteration 29Q: 3 clusters Score -3198034 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3198086.250000 Penalty: 5011.450684
	Iteration 30Q: 3 clusters Score -3198086 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3198125.500000 Penalty: 5011.450684
	Iteration 31Q: 3 clusters Score -3198126 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -3198164.750000 Penalty: 5011.450684
	Iteration 32Q: 3 clusters Score -3198165 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3198200.000000 Penalty: 5011.450684
	Iteration 33Q: 3 clusters Score -3198200 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3198229.000000 Penalty: 5011.450684
	Iteration 34Q: 3 clusters Score -3198229 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -3198265.500000 Penalty: 5011.450684
	Iteration 35Q: 3 clusters Score -3198266 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3198316.250000 Penalty: 5011.450684
	Iteration 36Q: 3 clusters Score -3198316 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3198341.500000 Penalty: 5011.450684
	Iteration 37Q: 3 clusters Score -3198342 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3198374.000000 Penalty: 5011.450684
	Iteration 38Q: 3 clusters Score -3198374 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3198400.250000 Penalty: 5011.450684
	Iteration 39Q: 3 clusters Score -3198400 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3198434.500000 Penalty: 5011.450684
	Iteration 40F: 3 clusters Score -3198434 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3198470.750000 Penalty: 5011.450684
	Iteration 41Q: 3 clusters Score -3198471 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3198515.750000 Penalty: 5011.450684
	Iteration 42Q: 3 clusters Score -3198516 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3198540.750000 Penalty: 5011.450684
	Iteration 43Q: 3 clusters Score -3198541 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3198560.750000 Penalty: 5011.450684
	Iteration 44Q: 3 clusters Score -3198561 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3198609.250000 Penalty: 5011.450684
	Iteration 45Q: 3 clusters Score -3198609 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3198620.250000 Penalty: 5011.450684
	Iteration 46Q: 3 clusters Score -3198620 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3198651.250000 Penalty: 5011.450684
	Iteration 47Q: 3 clusters Score -3198651 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3198671.250000 Penalty: 5011.450684
	Iteration 48Q: 3 clusters Score -3198671 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3198682.500000 Penalty: 5011.450684
	Iteration 49Q: 3 clusters Score -3198682 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3198691.250000 Penalty: 5011.450684
	Iteration 50Q: 3 clusters Score -3198691 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3198711.250000 Penalty: 5011.450684
	Iteration 51Q: 3 clusters Score -3198711 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3198721.750000 Penalty: 5011.450684
	Iteration 52Q: 3 clusters Score -3198722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3198753.500000 Penalty: 5011.450684
	Iteration 53Q: 3 clusters Score -3198754 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3198783.250000 Penalty: 5011.450684
	Iteration 54Q: 3 clusters Score -3198783 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3198791.750000 Penalty: 5011.450684
	Iteration 55Q: 3 clusters Score -3198792 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3198816.250000 Penalty: 5011.450684
	Iteration 56Q: 3 clusters Score -3198816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3198830.250000 Penalty: 5011.450684
	Iteration 57Q: 3 clusters Score -3198830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3198839.750000 Penalty: 5011.450684
	Iteration 58Q: 3 clusters Score -3198840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3198852.500000 Penalty: 5011.450684
	Iteration 59Q: 3 clusters Score -3198852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3198854.750000 Penalty: 5011.450684
	Iteration 60F: 3 clusters Score -3198855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3198864.250000 Penalty: 5011.450684
	Iteration 61Q: 3 clusters Score -3198864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3198878.250000 Penalty: 5011.450684
	Iteration 62Q: 3 clusters Score -3198878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3198888.500000 Penalty: 5011.450684
	Iteration 63Q: 3 clusters Score -3198888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3198887.250000 Penalty: 5011.450684
	Iteration 64Q: 3 clusters Score -3198887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3198901.250000 Penalty: 5011.450684
	Iteration 65Q: 3 clusters Score -3198901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3198897.500000 Penalty: 5011.450684
	Iteration 66Q: 3 clusters Score -3198898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3198906.000000 Penalty: 5011.450684
	Iteration 67Q: 3 clusters Score -3198906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3198909.000000 Penalty: 5011.450684
	Iteration 68Q: 3 clusters Score -3198909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3198906.500000 Penalty: 5011.450684
	Iteration 69Q: 3 clusters Score -3198906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3198916.250000 Penalty: 5011.450684
	Iteration 70Q: 3 clusters Score -3198916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3198920.750000 Penalty: 5011.450684
	Iteration 71Q: 3 clusters Score -3198921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3198918.250000 Penalty: 5011.450684
	Iteration 72Q: 3 clusters Score -3198918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3198924.000000 Penalty: 5011.450684
	Iteration 73Q: 3 clusters Score -3198924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3198927.000000 Penalty: 5011.450684
	Iteration 74Q: 3 clusters Score -3198927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3198929.250000 Penalty: 5011.450684
	Iteration 75Q: 3 clusters Score -3198929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3198926.250000 Penalty: 5011.450684
	Iteration 76Q: 3 clusters Score -3198926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3198931.250000 Penalty: 5011.450684
	Iteration 77Q: 3 clusters Score -3198931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3198930.250000 Penalty: 5011.450684
	Iteration 78Q: 3 clusters Score -3198930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3198931.750000 Penalty: 5011.450684
	Iteration 79Q: 3 clusters Score -3198932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3198932.750000 Penalty: 5011.450684
	Iteration 80F: 3 clusters Score -3198933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3198931.500000 Penalty: 5011.450684
	Iteration 81Q: 3 clusters Score -3198932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3198934.250000 Penalty: 5011.450684
	Iteration 82Q: 3 clusters Score -3198934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3198932.000000 Penalty: 5011.450684
	Iteration 83Q: 3 clusters Score -3198932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3198934.750000 Penalty: 5011.450684
	Iteration 84Q: 3 clusters Score -3198935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3198938.000000 Penalty: 5011.450684
	Iteration 85Q: 3 clusters Score -3198938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3198938.000000 Penalty: 5011.450684
	Iteration 86F: 3 clusters Score -3198938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Entering Unmasked Estep 
Score: -1243980.625000 Penalty: 2270.816406
	Iteration 0F: 2 clusters Score -1243981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1236687.875000 Penalty: 4541.632812
	Iteration 0F: 3 clusters Score -1236688 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1238773.500000 Penalty: 4541.632812
	Iteration 1F: 3 clusters Score -1238774 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1239042.250000 Penalty: 4541.632812
	Iteration 2F: 3 clusters Score -1239042 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1239242.250000 Penalty: 4541.632812
	Iteration 3Q: 3 clusters Score -1239242 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1239424.000000 Penalty: 4541.632812
	Iteration 4Q: 3 clusters Score -1239424 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1239624.250000 Penalty: 4541.632812
	Iteration 5Q: 3 clusters Score -1239624 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1239841.375000 Penalty: 4541.632812
	Iteration 6Q: 3 clusters Score -1239841 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1240101.750000 Penalty: 4541.632812
	Iteration 7Q: 3 clusters Score -1240102 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1240364.250000 Penalty: 4541.632812
	Iteration 8Q: 3 clusters Score -1240364 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1240637.875000 Penalty: 4541.632812
	Iteration 9Q: 3 clusters Score -1240638 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1240916.375000 Penalty: 4541.632812
	Iteration 10Q: 3 clusters Score -1240916 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1241172.125000 Penalty: 4541.632812
	Iteration 11Q: 3 clusters Score -1241172 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1241375.125000 Penalty: 4541.632812
	Iteration 12Q: 3 clusters Score -1241375 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1241550.875000 Penalty: 4541.632812
	Iteration 13Q: 3 clusters Score -1241551 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1241684.750000 Penalty: 4541.632812
	Iteration 14Q: 3 clusters Score -1241685 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1241779.625000 Penalty: 4541.632812
	Iteration 15Q: 3 clusters Score -1241780 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1241831.375000 Penalty: 4541.632812
	Iteration 16Q: 3 clusters Score -1241831 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1241866.500000 Penalty: 4541.632812
	Iteration 17Q: 3 clusters Score -1241866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1241900.875000 Penalty: 4541.632812
	Iteration 18Q: 3 clusters Score -1241901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1241927.625000 Penalty: 4541.632812
	Iteration 19Q: 3 clusters Score -1241928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1241952.000000 Penalty: 4541.632812
	Iteration 20F: 3 clusters Score -1241952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1241980.375000 Penalty: 4541.632812
	Iteration 21Q: 3 clusters Score -1241980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1241997.000000 Penalty: 4541.632812
	Iteration 22Q: 3 clusters Score -1241997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1242008.250000 Penalty: 4541.632812
	Iteration 23Q: 3 clusters Score -1242008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1242017.500000 Penalty: 4541.632812
	Iteration 24Q: 3 clusters Score -1242018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1242019.375000 Penalty: 4541.632812
	Iteration 25Q: 3 clusters Score -1242019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1242018.625000 Penalty: 4541.632812
	Iteration 26Q: 3 clusters Score -1242019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1242018.625000 Penalty: 4541.632812
	Iteration 27F: 3 clusters Score -1242019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Entering Unmasked Estep 
Score: -1434087.875000 Penalty: 2296.429688
	Iteration 0F: 2 clusters Score -1434088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1426104.000000 Penalty: 4592.859375
	Iteration 0F: 3 clusters Score -1426104 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1428569.000000 Penalty: 4592.859375
	Iteration 1F: 3 clusters Score -1428569 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1428974.125000 Penalty: 4592.859375
	Iteration 2F: 3 clusters Score -1428974 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1429301.500000 Penalty: 4592.859375
	Iteration 3F: 3 clusters Score -1429302 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1429569.500000 Penalty: 4592.859375
	Iteration 4Q: 3 clusters Score -1429570 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1429875.750000 Penalty: 4592.859375
	Iteration 5Q: 3 clusters Score -1429876 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1430224.000000 Penalty: 4592.859375
	Iteration 6F: 3 clusters Score -1430224 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1430563.250000 Penalty: 4592.859375
	Iteration 7F: 3 clusters Score -1430563 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1430923.875000 Penalty: 4592.859375
	Iteration 8F: 3 clusters Score -1430924 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1431273.875000 Penalty: 4592.859375
	Iteration 9Q: 3 clusters Score -1431274 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1431587.875000 Penalty: 4592.859375
	Iteration 10Q: 3 clusters Score -1431588 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1431853.625000 Penalty: 4592.859375
	Iteration 11Q: 3 clusters Score -1431854 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1432032.625000 Penalty: 4592.859375
	Iteration 12Q: 3 clusters Score -1432033 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1432163.125000 Penalty: 4592.859375
	Iteration 13Q: 3 clusters Score -1432163 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1432274.250000 Penalty: 4592.859375
	Iteration 14Q: 3 clusters Score -1432274 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1432353.750000 Penalty: 4592.859375
	Iteration 15Q: 3 clusters Score -1432354 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1432425.375000 Penalty: 4592.859375
	Iteration 16Q: 3 clusters Score -1432425 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1432478.250000 Penalty: 4592.859375
	Iteration 17Q: 3 clusters Score -1432478 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1432514.625000 Penalty: 4592.859375
	Iteration 18Q: 3 clusters Score -1432515 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1432537.250000 Penalty: 4592.859375
	Iteration 19Q: 3 clusters Score -1432537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1432561.250000 Penalty: 4592.859375
	Iteration 20F: 3 clusters Score -1432561 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1432579.000000 Penalty: 4592.859375
	Iteration 21Q: 3 clusters Score -1432579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1432605.125000 Penalty: 4592.859375
	Iteration 22Q: 3 clusters Score -1432605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1432622.625000 Penalty: 4592.859375
	Iteration 23Q: 3 clusters Score -1432623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1432636.125000 Penalty: 4592.859375
	Iteration 24Q: 3 clusters Score -1432636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1432647.625000 Penalty: 4592.859375
	Iteration 25Q: 3 clusters Score -1432648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1432663.000000 Penalty: 4592.859375
	Iteration 26Q: 3 clusters Score -1432663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1432667.875000 Penalty: 4592.859375
	Iteration 27Q: 3 clusters Score -1432668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1432680.375000 Penalty: 4592.859375
	Iteration 28Q: 3 clusters Score -1432680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1432689.125000 Penalty: 4592.859375
	Iteration 29Q: 3 clusters Score -1432689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1432693.125000 Penalty: 4592.859375
	Iteration 30Q: 3 clusters Score -1432693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1432699.625000 Penalty: 4592.859375
	Iteration 31Q: 3 clusters Score -1432700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1432703.625000 Penalty: 4592.859375
	Iteration 32Q: 3 clusters Score -1432704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1432707.875000 Penalty: 4592.859375
	Iteration 33Q: 3 clusters Score -1432708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1432709.875000 Penalty: 4592.859375
	Iteration 34Q: 3 clusters Score -1432710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1432709.875000 Penalty: 4592.859375
	Iteration 35F: 3 clusters Score -1432710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Entering Unmasked Estep 
Score: -905706.125000 Penalty: 2186.432617
	Iteration 0F: 2 clusters Score -905706.1 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 3347 members 
Entering Unmasked Estep 
Score: -900114.750000 Penalty: 4372.865234
	Iteration 0F: 3 clusters Score -900114.8 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -901557.500000 Penalty: 4372.865234
	Iteration 1F: 3 clusters Score -901557.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -901824.625000 Penalty: 4372.865234
	Iteration 2F: 3 clusters Score -901824.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -901968.562500 Penalty: 4372.865234
	Iteration 3Q: 3 clusters Score -901968.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -902057.875000 Penalty: 4372.865234
	Iteration 4Q: 3 clusters Score -902057.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -902132.687500 Penalty: 4372.865234
	Iteration 5Q: 3 clusters Score -902132.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -902193.937500 Penalty: 4372.865234
	Iteration 6Q: 3 clusters Score -902193.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -902232.312500 Penalty: 4372.865234
	Iteration 7Q: 3 clusters Score -902232.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -902266.437500 Penalty: 4372.865234
	Iteration 8Q: 3 clusters Score -902266.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -902296.187500 Penalty: 4372.865234
	Iteration 9Q: 3 clusters Score -902296.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -902320.812500 Penalty: 4372.865234
	Iteration 10Q: 3 clusters Score -902320.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -902342.187500 Penalty: 4372.865234
	Iteration 11Q: 3 clusters Score -902342.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -902365.187500 Penalty: 4372.865234
	Iteration 12Q: 3 clusters Score -902365.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -902380.312500 Penalty: 4372.865234
	Iteration 13Q: 3 clusters Score -902380.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -902391.000000 Penalty: 4372.865234
	Iteration 14Q: 3 clusters Score -902391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -902406.375000 Penalty: 4372.865234
	Iteration 15Q: 3 clusters Score -902406.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -902417.062500 Penalty: 4372.865234
	Iteration 16Q: 3 clusters Score -902417.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -902429.875000 Penalty: 4372.865234
	Iteration 17Q: 3 clusters Score -902429.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -902443.500000 Penalty: 4372.865234
	Iteration 18Q: 3 clusters Score -902443.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -902449.187500 Penalty: 4372.865234
	Iteration 19Q: 3 clusters Score -902449.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -902459.375000 Penalty: 4372.865234
	Iteration 20F: 3 clusters Score -902459.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -902468.000000 Penalty: 4372.865234
	Iteration 21Q: 3 clusters Score -902468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -902486.812500 Penalty: 4372.865234
	Iteration 22Q: 3 clusters Score -902486.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -902508.937500 Penalty: 4372.865234
	Iteration 23Q: 3 clusters Score -902508.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -902529.187500 Penalty: 4372.865234
	Iteration 24Q: 3 clusters Score -902529.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -902552.187500 Penalty: 4372.865234
	Iteration 25Q: 3 clusters Score -902552.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -902567.437500 Penalty: 4372.865234
	Iteration 26Q: 3 clusters Score -902567.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -902587.375000 Penalty: 4372.865234
	Iteration 27Q: 3 clusters Score -902587.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -902601.437500 Penalty: 4372.865234
	Iteration 28Q: 3 clusters Score -902601.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -902622.562500 Penalty: 4372.865234
	Iteration 29Q: 3 clusters Score -902622.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -902635.312500 Penalty: 4372.865234
	Iteration 30Q: 3 clusters Score -902635.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -902650.437500 Penalty: 4372.865234
	Iteration 31Q: 3 clusters Score -902650.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -902670.937500 Penalty: 4372.865234
	Iteration 32Q: 3 clusters Score -902670.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -902694.875000 Penalty: 4372.865234
	Iteration 33Q: 3 clusters Score -902694.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -902734.750000 Penalty: 4372.865234
	Iteration 34Q: 3 clusters Score -902734.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -902768.625000 Penalty: 4372.865234
	Iteration 35Q: 3 clusters Score -902768.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -902801.000000 Penalty: 4372.865234
	Iteration 36Q: 3 clusters Score -902801 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -902829.562500 Penalty: 4372.865234
	Iteration 37Q: 3 clusters Score -902829.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -902853.812500 Penalty: 4372.865234
	Iteration 38Q: 3 clusters Score -902853.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -902871.250000 Penalty: 4372.865234
	Iteration 39Q: 3 clusters Score -902871.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -902893.062500 Penalty: 4372.865234
	Iteration 40F: 3 clusters Score -902893.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -902917.000000 Penalty: 4372.865234
	Iteration 41Q: 3 clusters Score -902917 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -902945.062500 Penalty: 4372.865234
	Iteration 42Q: 3 clusters Score -902945.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -902970.562500 Penalty: 4372.865234
	Iteration 43Q: 3 clusters Score -902970.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -903001.437500 Penalty: 4372.865234
	Iteration 44Q: 3 clusters Score -903001.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -903034.562500 Penalty: 4372.865234
	Iteration 45Q: 3 clusters Score -903034.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -903068.000000 Penalty: 4372.865234
	Iteration 46Q: 3 clusters Score -903068 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -903104.187500 Penalty: 4372.865234
	Iteration 47Q: 3 clusters Score -903104.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -903149.625000 Penalty: 4372.865234
	Iteration 48Q: 3 clusters Score -903149.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -903200.437500 Penalty: 4372.865234
	Iteration 49Q: 3 clusters Score -903200.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -903256.125000 Penalty: 4372.865234
	Iteration 50Q: 3 clusters Score -903256.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -903307.312500 Penalty: 4372.865234
	Iteration 51Q: 3 clusters Score -903307.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -903368.375000 Penalty: 4372.865234
	Iteration 52Q: 3 clusters Score -903368.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -903408.500000 Penalty: 4372.865234
	Iteration 53Q: 3 clusters Score -903408.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -903444.687500 Penalty: 4372.865234
	Iteration 54Q: 3 clusters Score -903444.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -903478.750000 Penalty: 4372.865234
	Iteration 55Q: 3 clusters Score -903478.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -903504.562500 Penalty: 4372.865234
	Iteration 56Q: 3 clusters Score -903504.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -903527.875000 Penalty: 4372.865234
	Iteration 57Q: 3 clusters Score -903527.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -903552.875000 Penalty: 4372.865234
	Iteration 58Q: 3 clusters Score -903552.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -903570.062500 Penalty: 4372.865234
	Iteration 59Q: 3 clusters Score -903570.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -903593.750000 Penalty: 4372.865234
	Iteration 60F: 3 clusters Score -903593.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -903617.187500 Penalty: 4372.865234
	Iteration 61Q: 3 clusters Score -903617.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -903640.750000 Penalty: 4372.865234
	Iteration 62Q: 3 clusters Score -903640.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -903657.687500 Penalty: 4372.865234
	Iteration 63Q: 3 clusters Score -903657.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -903677.500000 Penalty: 4372.865234
	Iteration 64Q: 3 clusters Score -903677.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -903697.125000 Penalty: 4372.865234
	Iteration 65Q: 3 clusters Score -903697.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -903712.062500 Penalty: 4372.865234
	Iteration 66Q: 3 clusters Score -903712.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -903723.437500 Penalty: 4372.865234
	Iteration 67Q: 3 clusters Score -903723.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -903738.687500 Penalty: 4372.865234
	Iteration 68Q: 3 clusters Score -903738.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -903745.187500 Penalty: 4372.865234
	Iteration 69Q: 3 clusters Score -903745.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -903750.312500 Penalty: 4372.865234
	Iteration 70Q: 3 clusters Score -903750.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -903757.937500 Penalty: 4372.865234
	Iteration 71Q: 3 clusters Score -903757.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -903764.000000 Penalty: 4372.865234
	Iteration 72Q: 3 clusters Score -903764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -903772.562500 Penalty: 4372.865234
	Iteration 73Q: 3 clusters Score -903772.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -903780.187500 Penalty: 4372.865234
	Iteration 74Q: 3 clusters Score -903780.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -903783.750000 Penalty: 4372.865234
	Iteration 75Q: 3 clusters Score -903783.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -903786.312500 Penalty: 4372.865234
	Iteration 76Q: 3 clusters Score -903786.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -903788.687500 Penalty: 4372.865234
	Iteration 77Q: 3 clusters Score -903788.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -903790.062500 Penalty: 4372.865234
	Iteration 78Q: 3 clusters Score -903790.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -903793.687500 Penalty: 4372.865234
	Iteration 79Q: 3 clusters Score -903793.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -903799.062500 Penalty: 4372.865234
	Iteration 80F: 3 clusters Score -903799.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -903803.187500 Penalty: 4372.865234
	Iteration 81Q: 3 clusters Score -903803.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -903808.750000 Penalty: 4372.865234
	Iteration 82Q: 3 clusters Score -903808.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -903811.812500 Penalty: 4372.865234
	Iteration 83Q: 3 clusters Score -903811.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -903812.437500 Penalty: 4372.865234
	Iteration 84Q: 3 clusters Score -903812.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -903813.062500 Penalty: 4372.865234
	Iteration 85Q: 3 clusters Score -903813.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -903814.062500 Penalty: 4372.865234
	Iteration 86Q: 3 clusters Score -903814.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -903813.562500 Penalty: 4372.865234
	Iteration 87Q: 3 clusters Score -903813.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -903813.562500 Penalty: 4372.865234
	Iteration 88F: 3 clusters Score -903813.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Entering Unmasked Estep 
Score: -314869.937500 Penalty: 1967.136719
	Iteration 0F: 2 clusters Score -314869.9 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 1376 members 
Entering Unmasked Estep 
Score: -311825.062500 Penalty: 3934.273438
	Iteration 0F: 3 clusters Score -311825.1 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -312729.250000 Penalty: 3934.273438
	Iteration 1F: 3 clusters Score -312729.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -313178.625000 Penalty: 3934.273438
	Iteration 2F: 3 clusters Score -313178.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -313470.593750 Penalty: 3934.273438
	Iteration 3F: 3 clusters Score -313470.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -313737.968750 Penalty: 3934.273438
	Iteration 4F: 3 clusters Score -313738 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -314019.343750 Penalty: 3934.273438
	Iteration 5F: 3 clusters Score -314019.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -314158.343750 Penalty: 3934.273438
	Iteration 6Q: 3 clusters Score -314158.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -314257.593750 Penalty: 3934.273438
	Iteration 7Q: 3 clusters Score -314257.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -314318.000000 Penalty: 3934.273438
	Iteration 8Q: 3 clusters Score -314318 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -314379.406250 Penalty: 3934.273438
	Iteration 9Q: 3 clusters Score -314379.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -314425.718750 Penalty: 3934.273438
	Iteration 10Q: 3 clusters Score -314425.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -314457.312500 Penalty: 3934.273438
	Iteration 11Q: 3 clusters Score -314457.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -314486.437500 Penalty: 3934.273438
	Iteration 12Q: 3 clusters Score -314486.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -314506.312500 Penalty: 3934.273438
	Iteration 13Q: 3 clusters Score -314506.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -314525.250000 Penalty: 3934.273438
	Iteration 14Q: 3 clusters Score -314525.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -314530.406250 Penalty: 3934.273438
	Iteration 15Q: 3 clusters Score -314530.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -314533.093750 Penalty: 3934.273438
	Iteration 16Q: 3 clusters Score -314533.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -314536.093750 Penalty: 3934.273438
	Iteration 17Q: 3 clusters Score -314536.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -314541.062500 Penalty: 3934.273438
	Iteration 18Q: 3 clusters Score -314541.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -314543.218750 Penalty: 3934.273438
	Iteration 19Q: 3 clusters Score -314543.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -314544.250000 Penalty: 3934.273438
	Iteration 20F: 3 clusters Score -314544.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -314544.062500 Penalty: 3934.273438
	Iteration 21Q: 3 clusters Score -314544.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -314545.375000 Penalty: 3934.273438
	Iteration 22Q: 3 clusters Score -314545.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -314546.843750 Penalty: 3934.273438
	Iteration 23Q: 3 clusters Score -314546.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -314548.031250 Penalty: 3934.273438
	Iteration 24Q: 3 clusters Score -314548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -314548.250000 Penalty: 3934.273438
	Iteration 25Q: 3 clusters Score -314548.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -314548.187500 Penalty: 3934.273438
	Iteration 26Q: 3 clusters Score -314548.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -314549.062500 Penalty: 3934.273438
	Iteration 27Q: 3 clusters Score -314549.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -314549.062500 Penalty: 3934.273438
	Iteration 28F: 3 clusters Score -314549.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (88744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88744 members 
Entering Unmasked Estep 
Score: -12081742.000000 Penalty: 2825.590576
	Iteration 0F: 2 clusters Score -1.208174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -12022242.000000 Penalty: 5651.181152
	Iteration 0F: 3 clusters Score -1.202224e+07 nChanged 41746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -12046105.000000 Penalty: 5651.181152
	Iteration 1F: 3 clusters Score -1.20461e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -12046837.000000 Penalty: 5651.181152
	Iteration 2Q: 3 clusters Score -1.204684e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -12047761.000000 Penalty: 5651.181152
	Iteration 3Q: 3 clusters Score -1.204776e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -12049261.000000 Penalty: 5651.181152
	Iteration 4Q: 3 clusters Score -1.204926e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -12051888.000000 Penalty: 5651.181152
	Iteration 5F: 3 clusters Score -1.205189e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -12055984.000000 Penalty: 5651.181152
	Iteration 6F: 3 clusters Score -1.205598e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -12061410.000000 Penalty: 5651.181152
	Iteration 7F: 3 clusters Score -1.206141e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69939 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -12066663.000000 Penalty: 5651.181152
	Iteration 8F: 3 clusters Score -1.206666e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74516 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -12070558.000000 Penalty: 5651.181152
	Iteration 9F: 3 clusters Score -1.207056e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77975 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -12073124.000000 Penalty: 5651.181152
	Iteration 10Q: 3 clusters Score -1.207312e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -12074783.000000 Penalty: 5651.181152
	Iteration 11Q: 3 clusters Score -1.207478e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -12076005.000000 Penalty: 5651.181152
	Iteration 12Q: 3 clusters Score -1.2076e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -12076868.000000 Penalty: 5651.181152
	Iteration 13Q: 3 clusters Score -1.207687e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84742 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -12077507.000000 Penalty: 5651.181152
	Iteration 14Q: 3 clusters Score -1.207751e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85491 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -12078075.000000 Penalty: 5651.181152
	Iteration 15Q: 3 clusters Score -1.207808e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86022 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -12078375.000000 Penalty: 5651.181152
	Iteration 16Q: 3 clusters Score -1.207838e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86401 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -12078648.000000 Penalty: 5651.181152
	Iteration 17Q: 3 clusters Score -1.207865e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86671 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -12078809.000000 Penalty: 5651.181152
	Iteration 18Q: 3 clusters Score -1.207881e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86848 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -12078894.000000 Penalty: 5651.181152
	Iteration 19Q: 3 clusters Score -1.207889e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86979 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -12078957.000000 Penalty: 5651.181152
	Iteration 20F: 3 clusters Score -1.207896e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87085 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -12079059.000000 Penalty: 5651.181152
	Iteration 21Q: 3 clusters Score -1.207906e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87190 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -12079129.000000 Penalty: 5651.181152
	Iteration 22Q: 3 clusters Score -1.207913e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87281 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -12079194.000000 Penalty: 5651.181152
	Iteration 23Q: 3 clusters Score -1.207919e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87340 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -12079254.000000 Penalty: 5651.181152
	Iteration 24Q: 3 clusters Score -1.207925e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87392 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -12079297.000000 Penalty: 5651.181152
	Iteration 25Q: 3 clusters Score -1.20793e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87441 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -12079322.000000 Penalty: 5651.181152
	Iteration 26Q: 3 clusters Score -1.207932e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87486 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -12079329.000000 Penalty: 5651.181152
	Iteration 27Q: 3 clusters Score -1.207933e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87531 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -12079365.000000 Penalty: 5651.181152
	Iteration 28Q: 3 clusters Score -1.207936e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87560 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -12079391.000000 Penalty: 5651.181152
	Iteration 29Q: 3 clusters Score -1.207939e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87595 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -12079406.000000 Penalty: 5651.181152
	Iteration 30Q: 3 clusters Score -1.207941e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87619 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -12079413.000000 Penalty: 5651.181152
	Iteration 31Q: 3 clusters Score -1.207941e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87634 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -12079434.000000 Penalty: 5651.181152
	Iteration 32Q: 3 clusters Score -1.207943e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87651 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -12079436.000000 Penalty: 5651.181152
	Iteration 33Q: 3 clusters Score -1.207944e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87660 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -12079437.000000 Penalty: 5651.181152
	Iteration 34Q: 3 clusters Score -1.207944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87672 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -12079425.000000 Penalty: 5651.181152
	Iteration 35Q: 3 clusters Score -1.207942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87683 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -12079425.000000 Penalty: 5651.181152
	Iteration 36Q: 3 clusters Score -1.207942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87692 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -12079442.000000 Penalty: 5651.181152
	Iteration 37Q: 3 clusters Score -1.207944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87694 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -12079447.000000 Penalty: 5651.181152
	Iteration 38Q: 3 clusters Score -1.207945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87698 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -12079447.000000 Penalty: 5651.181152
	Iteration 39Q: 3 clusters Score -1.207945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87701 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -12079449.000000 Penalty: 5651.181152
	Iteration 40F: 3 clusters Score -1.207945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87702 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -12079446.000000 Penalty: 5651.181152
	Iteration 41Q: 3 clusters Score -1.207945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87706 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -12079451.000000 Penalty: 5651.181152
	Iteration 42Q: 3 clusters Score -1.207945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87708 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -12079454.000000 Penalty: 5651.181152
	Iteration 43Q: 3 clusters Score -1.207945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87710 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12079441.000000 Penalty: 5651.181152
	Iteration 44Q: 3 clusters Score -1.207944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87715 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -12079444.000000 Penalty: 5651.181152
	Iteration 45Q: 3 clusters Score -1.207944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87717 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -12079458.000000 Penalty: 5651.181152
	Iteration 46Q: 3 clusters Score -1.207946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87718 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -12079455.000000 Penalty: 5651.181152
	Iteration 47Q: 3 clusters Score -1.207946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87718 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -12079461.000000 Penalty: 5651.181152
	Iteration 48Q: 3 clusters Score -1.207946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87720 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -12079454.000000 Penalty: 5651.181152
	Iteration 49Q: 3 clusters Score -1.207945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87724 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -12079465.000000 Penalty: 5651.181152
	Iteration 50Q: 3 clusters Score -1.207946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87727 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -12079464.000000 Penalty: 5651.181152
	Iteration 51Q: 3 clusters Score -1.207946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87727 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -12079469.000000 Penalty: 5651.181152
	Iteration 52Q: 3 clusters Score -1.207947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87730 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -12079474.000000 Penalty: 5651.181152
	Iteration 53Q: 3 clusters Score -1.207947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87734 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -12079473.000000 Penalty: 5651.181152
	Iteration 54Q: 3 clusters Score -1.207947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -12079472.000000 Penalty: 5651.181152
	Iteration 55Q: 3 clusters Score -1.207947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -12079477.000000 Penalty: 5651.181152
	Iteration 56Q: 3 clusters Score -1.207948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87739 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -12079481.000000 Penalty: 5651.181152
	Iteration 57Q: 3 clusters Score -1.207948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87738 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -12079468.000000 Penalty: 5651.181152
	Iteration 58Q: 3 clusters Score -1.207947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87738 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -12079468.000000 Penalty: 5651.181152
	Iteration 59F: 3 clusters Score -1.207947e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Entering Unmasked Estep 
Score: -1216868.250000 Penalty: 2288.344971
	Iteration 0F: 2 clusters Score -1216868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1209143.625000 Penalty: 4576.689941
	Iteration 0F: 3 clusters Score -1209144 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1211889.500000 Penalty: 4576.689941
	Iteration 1F: 3 clusters Score -1211890 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1212610.250000 Penalty: 4576.689941
	Iteration 2F: 3 clusters Score -1212610 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1213234.750000 Penalty: 4576.689941
	Iteration 3F: 3 clusters Score -1213235 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1213717.000000 Penalty: 4576.689941
	Iteration 4F: 3 clusters Score -1213717 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1214034.875000 Penalty: 4576.689941
	Iteration 5F: 3 clusters Score -1214035 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1214259.875000 Penalty: 4576.689941
	Iteration 6Q: 3 clusters Score -1214260 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1214399.375000 Penalty: 4576.689941
	Iteration 7Q: 3 clusters Score -1214399 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1214544.500000 Penalty: 4576.689941
	Iteration 8Q: 3 clusters Score -1214544 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1214681.000000 Penalty: 4576.689941
	Iteration 9Q: 3 clusters Score -1214681 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1214817.250000 Penalty: 4576.689941
	Iteration 10Q: 3 clusters Score -1214817 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1214937.625000 Penalty: 4576.689941
	Iteration 11Q: 3 clusters Score -1214938 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1215025.375000 Penalty: 4576.689941
	Iteration 12Q: 3 clusters Score -1215025 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1215102.125000 Penalty: 4576.689941
	Iteration 13Q: 3 clusters Score -1215102 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1215145.375000 Penalty: 4576.689941
	Iteration 14Q: 3 clusters Score -1215145 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1215179.500000 Penalty: 4576.689941
	Iteration 15Q: 3 clusters Score -1215180 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1215206.625000 Penalty: 4576.689941
	Iteration 16Q: 3 clusters Score -1215207 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1215227.250000 Penalty: 4576.689941
	Iteration 17Q: 3 clusters Score -1215227 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1215243.000000 Penalty: 4576.689941
	Iteration 18Q: 3 clusters Score -1215243 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1215259.125000 Penalty: 4576.689941
	Iteration 19Q: 3 clusters Score -1215259 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1215269.250000 Penalty: 4576.689941
	Iteration 20F: 3 clusters Score -1215269 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1215279.375000 Penalty: 4576.689941
	Iteration 21Q: 3 clusters Score -1215279 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1215292.250000 Penalty: 4576.689941
	Iteration 22Q: 3 clusters Score -1215292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1215300.875000 Penalty: 4576.689941
	Iteration 23Q: 3 clusters Score -1215301 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1215319.750000 Penalty: 4576.689941
	Iteration 24Q: 3 clusters Score -1215320 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1215340.000000 Penalty: 4576.689941
	Iteration 25Q: 3 clusters Score -1215340 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1215361.250000 Penalty: 4576.689941
	Iteration 26Q: 3 clusters Score -1215361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1215379.500000 Penalty: 4576.689941
	Iteration 27Q: 3 clusters Score -1215380 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1215401.875000 Penalty: 4576.689941
	Iteration 28Q: 3 clusters Score -1215402 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1215424.500000 Penalty: 4576.689941
	Iteration 29Q: 3 clusters Score -1215424 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1215452.250000 Penalty: 4576.689941
	Iteration 30Q: 3 clusters Score -1215452 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1215469.375000 Penalty: 4576.689941
	Iteration 31Q: 3 clusters Score -1215469 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1215493.500000 Penalty: 4576.689941
	Iteration 32Q: 3 clusters Score -1215494 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1215524.250000 Penalty: 4576.689941
	Iteration 33Q: 3 clusters Score -1215524 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1215553.250000 Penalty: 4576.689941
	Iteration 34Q: 3 clusters Score -1215553 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1215577.750000 Penalty: 4576.689941
	Iteration 35Q: 3 clusters Score -1215578 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1215610.000000 Penalty: 4576.689941
	Iteration 36Q: 3 clusters Score -1215610 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1215651.375000 Penalty: 4576.689941
	Iteration 37Q: 3 clusters Score -1215651 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1215695.375000 Penalty: 4576.689941
	Iteration 38Q: 3 clusters Score -1215695 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1215752.125000 Penalty: 4576.689941
	Iteration 39Q: 3 clusters Score -1215752 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1215816.000000 Penalty: 4576.689941
	Iteration 40F: 3 clusters Score -1215816 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1215860.000000 Penalty: 4576.689941
	Iteration 41Q: 3 clusters Score -1215860 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1215903.625000 Penalty: 4576.689941
	Iteration 42Q: 3 clusters Score -1215904 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1215950.375000 Penalty: 4576.689941
	Iteration 43Q: 3 clusters Score -1215950 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1215986.750000 Penalty: 4576.689941
	Iteration 44Q: 3 clusters Score -1215987 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1216014.875000 Penalty: 4576.689941
	Iteration 45Q: 3 clusters Score -1216015 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1216033.125000 Penalty: 4576.689941
	Iteration 46Q: 3 clusters Score -1216033 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1216051.000000 Penalty: 4576.689941
	Iteration 47Q: 3 clusters Score -1216051 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1216071.250000 Penalty: 4576.689941
	Iteration 48Q: 3 clusters Score -1216071 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1216104.875000 Penalty: 4576.689941
	Iteration 49Q: 3 clusters Score -1216105 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1216139.375000 Penalty: 4576.689941
	Iteration 50Q: 3 clusters Score -1216139 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1216195.500000 Penalty: 4576.689941
	Iteration 51Q: 3 clusters Score -1216196 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1216256.250000 Penalty: 4576.689941
	Iteration 52Q: 3 clusters Score -1216256 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1216327.625000 Penalty: 4576.689941
	Iteration 53Q: 3 clusters Score -1216328 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1216390.625000 Penalty: 4576.689941
	Iteration 54Q: 3 clusters Score -1216391 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1216464.375000 Penalty: 4576.689941
	Iteration 55Q: 3 clusters Score -1216464 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1216514.000000 Penalty: 4576.689941
	Iteration 56Q: 3 clusters Score -1216514 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1216566.250000 Penalty: 4576.689941
	Iteration 57Q: 3 clusters Score -1216566 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1216602.750000 Penalty: 4576.689941
	Iteration 58Q: 3 clusters Score -1216603 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1216648.500000 Penalty: 4576.689941
	Iteration 59Q: 3 clusters Score -1216648 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1216690.375000 Penalty: 4576.689941
	Iteration 60F: 3 clusters Score -1216690 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1216748.625000 Penalty: 4576.689941
	Iteration 61Q: 3 clusters Score -1216749 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1216846.250000 Penalty: 4576.689941
	Iteration 62Q: 3 clusters Score -1216846 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1216937.750000 Penalty: 4576.689941
	Iteration 63Q: 3 clusters Score -1216938 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1216994.250000 Penalty: 4576.689941
	Iteration 64Q: 3 clusters Score -1216994 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1217024.375000 Penalty: 4576.689941
	Iteration 65Q: 3 clusters Score -1217024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1217039.375000 Penalty: 4576.689941
	Iteration 66Q: 3 clusters Score -1217039 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1217045.875000 Penalty: 4576.689941
	Iteration 67Q: 3 clusters Score -1217046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1217052.500000 Penalty: 4576.689941
	Iteration 68Q: 3 clusters Score -1217052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1217058.375000 Penalty: 4576.689941
	Iteration 69Q: 3 clusters Score -1217058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1217062.375000 Penalty: 4576.689941
	Iteration 70Q: 3 clusters Score -1217062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1217061.875000 Penalty: 4576.689941
	Iteration 71Q: 3 clusters Score -1217062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1217061.250000 Penalty: 4576.689941
	Iteration 72Q: 3 clusters Score -1217061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1217062.125000 Penalty: 4576.689941
	Iteration 73Q: 3 clusters Score -1217062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1217062.125000 Penalty: 4576.689941
	Iteration 74F: 3 clusters Score -1217062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155005 members 
Mstep: Class 2 contains 7147 members 
Mstep: Class 3 contains 19494 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17855 members 
Mstep: Class 6 contains 37058 members 
Mstep: Class 7 contains 166533 members 
Mstep: Class 8 contains 26059 members 
Mstep: Class 9 contains 18922 members 
Mstep: Class 10 contains 20075 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24434 members 
Mstep: Class 15 contains 9476 members 
Mstep: Class 16 contains 10507 members 
Mstep: Class 17 contains 6743 members 
Mstep: Class 18 contains 2785 members 
Mstep: Class 19 contains 88744 members 
Mstep: Class 20 contains 6971 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20722 members 
Mstep: Class 23 contains 64798 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 13310 members 
Mstep: Class 26 contains 4154 members 
Mstep: Class 27 contains 12575 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 3753 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4227 members 
Mstep: Class 33 contains 3199 members 
Entering Unmasked Estep 
Score: -100910632.000000 Penalty: 110858.882812
Splitting cluster 20 changes total score from -100911328.000000 to -100910632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -33823.671875 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -33823.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32569.707031 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -32569.71 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32786.769531 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -32786.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32924.300781 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -32924.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32959.730469 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -32959.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32985.937500 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -32985.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33006.632812 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -33006.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33014.222656 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -33014.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33014.222656 Penalty: 2827.420166
	Iteration 7F: 3 clusters Score -33014.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Entering Unmasked Estep 
Score: -2661419.750000 Penalty: 2464.859863
	Iteration 0F: 2 clusters Score -2661420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2646808.750000 Penalty: 4929.719727
	Iteration 0F: 3 clusters Score -2646809 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2651902.000000 Penalty: 4929.719727
	Iteration 1F: 3 clusters Score -2651902 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2652567.000000 Penalty: 4929.719727
	Iteration 2F: 3 clusters Score -2652567 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2653155.000000 Penalty: 4929.719727
	Iteration 3F: 3 clusters Score -2653155 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2653689.000000 Penalty: 4929.719727
	Iteration 4F: 3 clusters Score -2653689 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2654193.500000 Penalty: 4929.719727
	Iteration 5Q: 3 clusters Score -2654194 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2654650.250000 Penalty: 4929.719727
	Iteration 6Q: 3 clusters Score -2654650 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2655044.500000 Penalty: 4929.719727
	Iteration 7Q: 3 clusters Score -2655044 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2655483.500000 Penalty: 4929.719727
	Iteration 8Q: 3 clusters Score -2655484 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2655886.500000 Penalty: 4929.719727
	Iteration 9Q: 3 clusters Score -2655886 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2656254.250000 Penalty: 4929.719727
	Iteration 10Q: 3 clusters Score -2656254 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2656630.000000 Penalty: 4929.719727
	Iteration 11Q: 3 clusters Score -2656630 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2656998.750000 Penalty: 4929.719727
	Iteration 12Q: 3 clusters Score -2656999 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2657371.000000 Penalty: 4929.719727
	Iteration 13Q: 3 clusters Score -2657371 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2657730.750000 Penalty: 4929.719727
	Iteration 14Q: 3 clusters Score -2657731 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2658024.500000 Penalty: 4929.719727
	Iteration 15Q: 3 clusters Score -2658024 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2658258.250000 Penalty: 4929.719727
	Iteration 16Q: 3 clusters Score -2658258 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2658459.000000 Penalty: 4929.719727
	Iteration 17Q: 3 clusters Score -2658459 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2658608.000000 Penalty: 4929.719727
	Iteration 18Q: 3 clusters Score -2658608 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2658755.250000 Penalty: 4929.719727
	Iteration 19Q: 3 clusters Score -2658755 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2658881.750000 Penalty: 4929.719727
	Iteration 20F: 3 clusters Score -2658882 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2658965.750000 Penalty: 4929.719727
	Iteration 21Q: 3 clusters Score -2658966 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2659040.250000 Penalty: 4929.719727
	Iteration 22Q: 3 clusters Score -2659040 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2659115.750000 Penalty: 4929.719727
	Iteration 23Q: 3 clusters Score -2659116 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2659186.500000 Penalty: 4929.719727
	Iteration 24Q: 3 clusters Score -2659186 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2659265.250000 Penalty: 4929.719727
	Iteration 25Q: 3 clusters Score -2659265 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2659326.250000 Penalty: 4929.719727
	Iteration 26Q: 3 clusters Score -2659326 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2659375.750000 Penalty: 4929.719727
	Iteration 27Q: 3 clusters Score -2659376 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2659415.750000 Penalty: 4929.719727
	Iteration 28Q: 3 clusters Score -2659416 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2659450.250000 Penalty: 4929.719727
	Iteration 29Q: 3 clusters Score -2659450 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2659490.750000 Penalty: 4929.719727
	Iteration 30Q: 3 clusters Score -2659491 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2659512.500000 Penalty: 4929.719727
	Iteration 31Q: 3 clusters Score -2659512 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2659550.000000 Penalty: 4929.719727
	Iteration 32Q: 3 clusters Score -2659550 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2659576.750000 Penalty: 4929.719727
	Iteration 33Q: 3 clusters Score -2659577 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2659604.250000 Penalty: 4929.719727
	Iteration 34Q: 3 clusters Score -2659604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2659618.500000 Penalty: 4929.719727
	Iteration 35Q: 3 clusters Score -2659618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2659646.000000 Penalty: 4929.719727
	Iteration 36Q: 3 clusters Score -2659646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2659670.000000 Penalty: 4929.719727
	Iteration 37Q: 3 clusters Score -2659670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2659686.250000 Penalty: 4929.719727
	Iteration 38Q: 3 clusters Score -2659686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2659695.750000 Penalty: 4929.719727
	Iteration 39Q: 3 clusters Score -2659696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2659703.250000 Penalty: 4929.719727
	Iteration 40F: 3 clusters Score -2659703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2659707.500000 Penalty: 4929.719727
	Iteration 41Q: 3 clusters Score -2659708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2659711.250000 Penalty: 4929.719727
	Iteration 42Q: 3 clusters Score -2659711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2659719.250000 Penalty: 4929.719727
	Iteration 43Q: 3 clusters Score -2659719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2659718.500000 Penalty: 4929.719727
	Iteration 44Q: 3 clusters Score -2659718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2659721.750000 Penalty: 4929.719727
	Iteration 45Q: 3 clusters Score -2659722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2659727.500000 Penalty: 4929.719727
	Iteration 46Q: 3 clusters Score -2659728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2659735.000000 Penalty: 4929.719727
	Iteration 47Q: 3 clusters Score -2659735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2659737.750000 Penalty: 4929.719727
	Iteration 48Q: 3 clusters Score -2659738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2659741.500000 Penalty: 4929.719727
	Iteration 49Q: 3 clusters Score -2659742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2659745.750000 Penalty: 4929.719727
	Iteration 50Q: 3 clusters Score -2659746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2659747.500000 Penalty: 4929.719727
	Iteration 51Q: 3 clusters Score -2659748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2659747.500000 Penalty: 4929.719727
	Iteration 52F: 3 clusters Score -2659748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (64798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64798 members 
Entering Unmasked Estep 
Score: -8747454.000000 Penalty: 2747.599365
	Iteration 0F: 2 clusters Score -8747454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -8704057.000000 Penalty: 5495.198730
	Iteration 0F: 3 clusters Score -8704057 nChanged 30273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -8721573.000000 Penalty: 5495.198730
	Iteration 1F: 3 clusters Score -8721573 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -8722648.000000 Penalty: 5495.198730
	Iteration 2Q: 3 clusters Score -8722648 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -8724065.000000 Penalty: 5495.198730
	Iteration 3F: 3 clusters Score -8724065 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -8725742.000000 Penalty: 5495.198730
	Iteration 4F: 3 clusters Score -8725742 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -8727773.000000 Penalty: 5495.198730
	Iteration 5F: 3 clusters Score -8727773 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -8729734.000000 Penalty: 5495.198730
	Iteration 6F: 3 clusters Score -8729734 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -8731419.000000 Penalty: 5495.198730
	Iteration 7F: 3 clusters Score -8731419 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -8732632.000000 Penalty: 5495.198730
	Iteration 8Q: 3 clusters Score -8732632 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -8733529.000000 Penalty: 5495.198730
	Iteration 9Q: 3 clusters Score -8733529 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -8734079.000000 Penalty: 5495.198730
	Iteration 10Q: 3 clusters Score -8734079 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -8734481.000000 Penalty: 5495.198730
	Iteration 11Q: 3 clusters Score -8734481 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -8734838.000000 Penalty: 5495.198730
	Iteration 12Q: 3 clusters Score -8734838 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -8735197.000000 Penalty: 5495.198730
	Iteration 13Q: 3 clusters Score -8735197 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -8735536.000000 Penalty: 5495.198730
	Iteration 14Q: 3 clusters Score -8735536 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -8735933.000000 Penalty: 5495.198730
	Iteration 15Q: 3 clusters Score -8735933 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -8736480.000000 Penalty: 5495.198730
	Iteration 16Q: 3 clusters Score -8736480 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -8736969.000000 Penalty: 5495.198730
	Iteration 17Q: 3 clusters Score -8736969 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -8737585.000000 Penalty: 5495.198730
	Iteration 18Q: 3 clusters Score -8737585 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -8738287.000000 Penalty: 5495.198730
	Iteration 19Q: 3 clusters Score -8738287 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -8738969.000000 Penalty: 5495.198730
	Iteration 20F: 3 clusters Score -8738969 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -8739727.000000 Penalty: 5495.198730
	Iteration 21Q: 3 clusters Score -8739727 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -8740476.000000 Penalty: 5495.198730
	Iteration 22Q: 3 clusters Score -8740476 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -8741106.000000 Penalty: 5495.198730
	Iteration 23Q: 3 clusters Score -8741106 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -8741684.000000 Penalty: 5495.198730
	Iteration 24Q: 3 clusters Score -8741684 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -8742064.000000 Penalty: 5495.198730
	Iteration 25Q: 3 clusters Score -8742064 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -8742398.000000 Penalty: 5495.198730
	Iteration 26Q: 3 clusters Score -8742398 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -8742761.000000 Penalty: 5495.198730
	Iteration 27Q: 3 clusters Score -8742761 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -8742995.000000 Penalty: 5495.198730
	Iteration 28Q: 3 clusters Score -8742995 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -8743293.000000 Penalty: 5495.198730
	Iteration 29Q: 3 clusters Score -8743293 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56667 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -8743554.000000 Penalty: 5495.198730
	Iteration 30Q: 3 clusters Score -8743554 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57286 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -8743795.000000 Penalty: 5495.198730
	Iteration 31Q: 3 clusters Score -8743795 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57845 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -8744025.000000 Penalty: 5495.198730
	Iteration 32Q: 3 clusters Score -8744025 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -8744157.000000 Penalty: 5495.198730
	Iteration 33Q: 3 clusters Score -8744157 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -8744309.000000 Penalty: 5495.198730
	Iteration 34Q: 3 clusters Score -8744309 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -8744528.000000 Penalty: 5495.198730
	Iteration 35Q: 3 clusters Score -8744528 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -8744707.000000 Penalty: 5495.198730
	Iteration 36Q: 3 clusters Score -8744707 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -8744873.000000 Penalty: 5495.198730
	Iteration 37Q: 3 clusters Score -8744873 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -8745002.000000 Penalty: 5495.198730
	Iteration 38Q: 3 clusters Score -8745002 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60520 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -8745130.000000 Penalty: 5495.198730
	Iteration 39Q: 3 clusters Score -8745130 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60770 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -8745229.000000 Penalty: 5495.198730
	Iteration 40F: 3 clusters Score -8745229 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -8745342.000000 Penalty: 5495.198730
	Iteration 41Q: 3 clusters Score -8745342 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61152 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -8745461.000000 Penalty: 5495.198730
	Iteration 42Q: 3 clusters Score -8745461 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61342 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -8745549.000000 Penalty: 5495.198730
	Iteration 43Q: 3 clusters Score -8745549 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61501 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -8745668.000000 Penalty: 5495.198730
	Iteration 44Q: 3 clusters Score -8745668 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -8745762.000000 Penalty: 5495.198730
	Iteration 45Q: 3 clusters Score -8745762 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61765 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -8745838.000000 Penalty: 5495.198730
	Iteration 46Q: 3 clusters Score -8745838 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -8745911.000000 Penalty: 5495.198730
	Iteration 47Q: 3 clusters Score -8745911 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61987 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -8745977.000000 Penalty: 5495.198730
	Iteration 48Q: 3 clusters Score -8745977 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62067 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -8746009.000000 Penalty: 5495.198730
	Iteration 49Q: 3 clusters Score -8746009 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62148 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -8746069.000000 Penalty: 5495.198730
	Iteration 50Q: 3 clusters Score -8746069 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -8746101.000000 Penalty: 5495.198730
	Iteration 51Q: 3 clusters Score -8746101 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -8746141.000000 Penalty: 5495.198730
	Iteration 52Q: 3 clusters Score -8746141 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -8746146.000000 Penalty: 5495.198730
	Iteration 53Q: 3 clusters Score -8746146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8746146.000000 Penalty: 5495.198730
	Iteration 54Q: 3 clusters Score -8746146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -8746150.000000 Penalty: 5495.198730
	Iteration 55Q: 3 clusters Score -8746150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62386 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8746155.000000 Penalty: 5495.198730
	Iteration 56Q: 3 clusters Score -8746155 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62411 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -8746164.000000 Penalty: 5495.198730
	Iteration 57Q: 3 clusters Score -8746164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62432 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -8746172.000000 Penalty: 5495.198730
	Iteration 58Q: 3 clusters Score -8746172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -8746174.000000 Penalty: 5495.198730
	Iteration 59Q: 3 clusters Score -8746174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62445 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -8746167.000000 Penalty: 5495.198730
	Iteration 60F: 3 clusters Score -8746167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8746177.000000 Penalty: 5495.198730
	Iteration 61Q: 3 clusters Score -8746177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8746177.000000 Penalty: 5495.198730
	Iteration 62Q: 3 clusters Score -8746177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -8746171.000000 Penalty: 5495.198730
	Iteration 63Q: 3 clusters Score -8746171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62458 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -8746168.000000 Penalty: 5495.198730
	Iteration 64Q: 3 clusters Score -8746168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62459 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8746166.000000 Penalty: 5495.198730
	Iteration 65Q: 3 clusters Score -8746166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62459 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8746166.000000 Penalty: 5495.198730
	Iteration 66F: 3 clusters Score -8746166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -282063.562500 Penalty: 1893.075684
	Iteration 0F: 2 clusters Score -282063.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -279355.812500 Penalty: 3786.151367
	Iteration 0F: 3 clusters Score -279355.8 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -279827.156250 Penalty: 3786.151367
	Iteration 1F: 3 clusters Score -279827.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -279978.750000 Penalty: 3786.151367
	Iteration 2F: 3 clusters Score -279978.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -280105.187500 Penalty: 3786.151367
	Iteration 3F: 3 clusters Score -280105.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -280260.343750 Penalty: 3786.151367
	Iteration 4Q: 3 clusters Score -280260.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -280463.093750 Penalty: 3786.151367
	Iteration 5F: 3 clusters Score -280463.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -280658.437500 Penalty: 3786.151367
	Iteration 6F: 3 clusters Score -280658.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -280835.781250 Penalty: 3786.151367
	Iteration 7F: 3 clusters Score -280835.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -280941.718750 Penalty: 3786.151367
	Iteration 8Q: 3 clusters Score -280941.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -281020.812500 Penalty: 3786.151367
	Iteration 9Q: 3 clusters Score -281020.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -281057.000000 Penalty: 3786.151367
	Iteration 10Q: 3 clusters Score -281057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -281075.625000 Penalty: 3786.151367
	Iteration 11Q: 3 clusters Score -281075.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -281091.468750 Penalty: 3786.151367
	Iteration 12Q: 3 clusters Score -281091.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -281102.062500 Penalty: 3786.151367
	Iteration 13Q: 3 clusters Score -281102.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -281105.531250 Penalty: 3786.151367
	Iteration 14Q: 3 clusters Score -281105.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -281107.500000 Penalty: 3786.151367
	Iteration 15Q: 3 clusters Score -281107.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -281108.718750 Penalty: 3786.151367
	Iteration 16Q: 3 clusters Score -281108.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -281109.156250 Penalty: 3786.151367
	Iteration 17Q: 3 clusters Score -281109.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -281112.718750 Penalty: 3786.151367
	Iteration 18Q: 3 clusters Score -281112.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -281115.906250 Penalty: 3786.151367
	Iteration 19Q: 3 clusters Score -281115.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -281118.187500 Penalty: 3786.151367
	Iteration 20F: 3 clusters Score -281118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -281119.031250 Penalty: 3786.151367
	Iteration 21Q: 3 clusters Score -281119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -281121.062500 Penalty: 3786.151367
	Iteration 22Q: 3 clusters Score -281121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -281122.718750 Penalty: 3786.151367
	Iteration 23Q: 3 clusters Score -281122.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -281125.250000 Penalty: 3786.151367
	Iteration 24Q: 3 clusters Score -281125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -281126.531250 Penalty: 3786.151367
	Iteration 25Q: 3 clusters Score -281126.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -281126.906250 Penalty: 3786.151367
	Iteration 26Q: 3 clusters Score -281126.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -281129.031250 Penalty: 3786.151367
	Iteration 27Q: 3 clusters Score -281129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -281129.031250 Penalty: 3786.151367
	Iteration 28Q: 3 clusters Score -281129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -281129.031250 Penalty: 3786.151367
	Iteration 29F: 3 clusters Score -281129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Entering Unmasked Estep 
Score: -1756539.625000 Penalty: 2355.075195
	Iteration 0F: 2 clusters Score -1756540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1746832.875000 Penalty: 4710.150391
	Iteration 0F: 3 clusters Score -1746833 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1750285.375000 Penalty: 4710.150391
	Iteration 1F: 3 clusters Score -1750285 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1751168.250000 Penalty: 4710.150391
	Iteration 2F: 3 clusters Score -1751168 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1752353.500000 Penalty: 4710.150391
	Iteration 3F: 3 clusters Score -1752354 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1753747.875000 Penalty: 4710.150391
	Iteration 4F: 3 clusters Score -1753748 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1754831.750000 Penalty: 4710.150391
	Iteration 5F: 3 clusters Score -1754832 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1755389.875000 Penalty: 4710.150391
	Iteration 6F: 3 clusters Score -1755390 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1755645.625000 Penalty: 4710.150391
	Iteration 7Q: 3 clusters Score -1755646 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1755774.750000 Penalty: 4710.150391
	Iteration 8Q: 3 clusters Score -1755775 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1755842.875000 Penalty: 4710.150391
	Iteration 9Q: 3 clusters Score -1755843 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1755887.000000 Penalty: 4710.150391
	Iteration 10Q: 3 clusters Score -1755887 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1755912.500000 Penalty: 4710.150391
	Iteration 11Q: 3 clusters Score -1755912 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1755934.750000 Penalty: 4710.150391
	Iteration 12Q: 3 clusters Score -1755935 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1755943.625000 Penalty: 4710.150391
	Iteration 13Q: 3 clusters Score -1755944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1755950.000000 Penalty: 4710.150391
	Iteration 14Q: 3 clusters Score -1755950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1755954.000000 Penalty: 4710.150391
	Iteration 15Q: 3 clusters Score -1755954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1755952.250000 Penalty: 4710.150391
	Iteration 16Q: 3 clusters Score -1755952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1755961.625000 Penalty: 4710.150391
	Iteration 17Q: 3 clusters Score -1755962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1755969.500000 Penalty: 4710.150391
	Iteration 18Q: 3 clusters Score -1755970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1755970.750000 Penalty: 4710.150391
	Iteration 19Q: 3 clusters Score -1755971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1755975.125000 Penalty: 4710.150391
	Iteration 20F: 3 clusters Score -1755975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1755981.000000 Penalty: 4710.150391
	Iteration 21Q: 3 clusters Score -1755981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1755981.375000 Penalty: 4710.150391
	Iteration 22Q: 3 clusters Score -1755981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1755982.375000 Penalty: 4710.150391
	Iteration 23Q: 3 clusters Score -1755982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1755982.750000 Penalty: 4710.150391
	Iteration 24Q: 3 clusters Score -1755983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1755990.250000 Penalty: 4710.150391
	Iteration 25Q: 3 clusters Score -1755990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1755991.750000 Penalty: 4710.150391
	Iteration 26Q: 3 clusters Score -1755992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1755994.125000 Penalty: 4710.150391
	Iteration 27Q: 3 clusters Score -1755994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1755991.500000 Penalty: 4710.150391
	Iteration 28Q: 3 clusters Score -1755992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1755999.250000 Penalty: 4710.150391
	Iteration 29Q: 3 clusters Score -1755999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1755999.875000 Penalty: 4710.150391
	Iteration 30Q: 3 clusters Score -1756000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1756000.375000 Penalty: 4710.150391
	Iteration 31Q: 3 clusters Score -1756000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1756002.250000 Penalty: 4710.150391
	Iteration 32Q: 3 clusters Score -1756002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1756002.625000 Penalty: 4710.150391
	Iteration 33Q: 3 clusters Score -1756003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1756006.375000 Penalty: 4710.150391
	Iteration 34Q: 3 clusters Score -1756006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1756008.500000 Penalty: 4710.150391
	Iteration 35Q: 3 clusters Score -1756008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1756005.375000 Penalty: 4710.150391
	Iteration 36Q: 3 clusters Score -1756005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1756004.875000 Penalty: 4710.150391
	Iteration 37Q: 3 clusters Score -1756005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1756009.000000 Penalty: 4710.150391
	Iteration 38Q: 3 clusters Score -1756009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1756007.500000 Penalty: 4710.150391
	Iteration 39Q: 3 clusters Score -1756008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1756006.250000 Penalty: 4710.150391
	Iteration 40F: 3 clusters Score -1756006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1756007.250000 Penalty: 4710.150391
	Iteration 41Q: 3 clusters Score -1756007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1756007.250000 Penalty: 4710.150391
	Iteration 42F: 3 clusters Score -1756007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Entering Unmasked Estep 
Score: -523628.750000 Penalty: 2066.293213
	Iteration 0F: 2 clusters Score -523628.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -519614.281250 Penalty: 4132.586426
	Iteration 0F: 3 clusters Score -519614.3 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -520554.937500 Penalty: 4132.586426
	Iteration 1F: 3 clusters Score -520554.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -520782.843750 Penalty: 4132.586426
	Iteration 2F: 3 clusters Score -520782.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -520986.593750 Penalty: 4132.586426
	Iteration 3F: 3 clusters Score -520986.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -521131.093750 Penalty: 4132.586426
	Iteration 4Q: 3 clusters Score -521131.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -521271.687500 Penalty: 4132.586426
	Iteration 5Q: 3 clusters Score -521271.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -521407.656250 Penalty: 4132.586426
	Iteration 6Q: 3 clusters Score -521407.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -521507.968750 Penalty: 4132.586426
	Iteration 7Q: 3 clusters Score -521508 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -521591.656250 Penalty: 4132.586426
	Iteration 8Q: 3 clusters Score -521591.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -521656.156250 Penalty: 4132.586426
	Iteration 9Q: 3 clusters Score -521656.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -521707.718750 Penalty: 4132.586426
	Iteration 10Q: 3 clusters Score -521707.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -521748.625000 Penalty: 4132.586426
	Iteration 11Q: 3 clusters Score -521748.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -521790.906250 Penalty: 4132.586426
	Iteration 12Q: 3 clusters Score -521790.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -521823.343750 Penalty: 4132.586426
	Iteration 13Q: 3 clusters Score -521823.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -521842.687500 Penalty: 4132.586426
	Iteration 14Q: 3 clusters Score -521842.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -521861.250000 Penalty: 4132.586426
	Iteration 15Q: 3 clusters Score -521861.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -521873.062500 Penalty: 4132.586426
	Iteration 16Q: 3 clusters Score -521873.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -521883.156250 Penalty: 4132.586426
	Iteration 17Q: 3 clusters Score -521883.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -521893.375000 Penalty: 4132.586426
	Iteration 18Q: 3 clusters Score -521893.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -521904.156250 Penalty: 4132.586426
	Iteration 19Q: 3 clusters Score -521904.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -521913.156250 Penalty: 4132.586426
	Iteration 20F: 3 clusters Score -521913.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -521918.343750 Penalty: 4132.586426
	Iteration 21Q: 3 clusters Score -521918.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -521920.750000 Penalty: 4132.586426
	Iteration 22Q: 3 clusters Score -521920.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -521924.437500 Penalty: 4132.586426
	Iteration 23Q: 3 clusters Score -521924.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -521925.218750 Penalty: 4132.586426
	Iteration 24Q: 3 clusters Score -521925.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -521925.812500 Penalty: 4132.586426
	Iteration 25Q: 3 clusters Score -521925.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -521926.031250 Penalty: 4132.586426
	Iteration 26Q: 3 clusters Score -521926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -521926.406250 Penalty: 4132.586426
	Iteration 27Q: 3 clusters Score -521926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -521928.406250 Penalty: 4132.586426
	Iteration 28Q: 3 clusters Score -521928.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -521928.437500 Penalty: 4132.586426
	Iteration 29Q: 3 clusters Score -521928.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -521931.062500 Penalty: 4132.586426
	Iteration 30Q: 3 clusters Score -521931.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -521933.718750 Penalty: 4132.586426
	Iteration 31Q: 3 clusters Score -521933.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -521934.093750 Penalty: 4132.586426
	Iteration 32Q: 3 clusters Score -521934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -521934.500000 Penalty: 4132.586426
	Iteration 33Q: 3 clusters Score -521934.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -521935.000000 Penalty: 4132.586426
	Iteration 34Q: 3 clusters Score -521935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -521936.312500 Penalty: 4132.586426
	Iteration 35Q: 3 clusters Score -521936.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -521935.562500 Penalty: 4132.586426
	Iteration 36Q: 3 clusters Score -521935.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -521935.562500 Penalty: 4132.586426
	Iteration 37F: 3 clusters Score -521935.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Entering Unmasked Estep 
Score: -1658835.125000 Penalty: 2340.987793
	Iteration 0F: 2 clusters Score -1658835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1649521.875000 Penalty: 4681.975586
	Iteration 0F: 3 clusters Score -1649522 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1652436.625000 Penalty: 4681.975586
	Iteration 1F: 3 clusters Score -1652437 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1652814.875000 Penalty: 4681.975586
	Iteration 2F: 3 clusters Score -1652815 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1653106.375000 Penalty: 4681.975586
	Iteration 3F: 3 clusters Score -1653106 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1653385.000000 Penalty: 4681.975586
	Iteration 4Q: 3 clusters Score -1653385 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1653643.625000 Penalty: 4681.975586
	Iteration 5Q: 3 clusters Score -1653644 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1653906.250000 Penalty: 4681.975586
	Iteration 6Q: 3 clusters Score -1653906 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1654210.625000 Penalty: 4681.975586
	Iteration 7Q: 3 clusters Score -1654211 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1654529.125000 Penalty: 4681.975586
	Iteration 8Q: 3 clusters Score -1654529 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1654838.500000 Penalty: 4681.975586
	Iteration 9Q: 3 clusters Score -1654838 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1655111.375000 Penalty: 4681.975586
	Iteration 10Q: 3 clusters Score -1655111 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1655364.750000 Penalty: 4681.975586
	Iteration 11Q: 3 clusters Score -1655365 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1655592.875000 Penalty: 4681.975586
	Iteration 12Q: 3 clusters Score -1655593 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1655793.750000 Penalty: 4681.975586
	Iteration 13Q: 3 clusters Score -1655794 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1655990.000000 Penalty: 4681.975586
	Iteration 14Q: 3 clusters Score -1655990 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1656160.500000 Penalty: 4681.975586
	Iteration 15Q: 3 clusters Score -1656160 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1656292.125000 Penalty: 4681.975586
	Iteration 16Q: 3 clusters Score -1656292 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1656431.750000 Penalty: 4681.975586
	Iteration 17Q: 3 clusters Score -1656432 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1656525.250000 Penalty: 4681.975586
	Iteration 18Q: 3 clusters Score -1656525 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1656603.875000 Penalty: 4681.975586
	Iteration 19Q: 3 clusters Score -1656604 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1656674.125000 Penalty: 4681.975586
	Iteration 20F: 3 clusters Score -1656674 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1656728.500000 Penalty: 4681.975586
	Iteration 21Q: 3 clusters Score -1656728 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1656774.625000 Penalty: 4681.975586
	Iteration 22Q: 3 clusters Score -1656775 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1656821.500000 Penalty: 4681.975586
	Iteration 23Q: 3 clusters Score -1656822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1656843.000000 Penalty: 4681.975586
	Iteration 24Q: 3 clusters Score -1656843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1656871.375000 Penalty: 4681.975586
	Iteration 25Q: 3 clusters Score -1656871 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1656902.125000 Penalty: 4681.975586
	Iteration 26Q: 3 clusters Score -1656902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1656923.375000 Penalty: 4681.975586
	Iteration 27Q: 3 clusters Score -1656923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1656938.750000 Penalty: 4681.975586
	Iteration 28Q: 3 clusters Score -1656939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1656947.875000 Penalty: 4681.975586
	Iteration 29Q: 3 clusters Score -1656948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1656953.625000 Penalty: 4681.975586
	Iteration 30Q: 3 clusters Score -1656954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1656962.375000 Penalty: 4681.975586
	Iteration 31Q: 3 clusters Score -1656962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1656968.375000 Penalty: 4681.975586
	Iteration 32Q: 3 clusters Score -1656968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1656970.375000 Penalty: 4681.975586
	Iteration 33Q: 3 clusters Score -1656970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1656972.875000 Penalty: 4681.975586
	Iteration 34Q: 3 clusters Score -1656973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1656975.125000 Penalty: 4681.975586
	Iteration 35Q: 3 clusters Score -1656975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1656976.125000 Penalty: 4681.975586
	Iteration 36Q: 3 clusters Score -1656976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1656977.375000 Penalty: 4681.975586
	Iteration 37Q: 3 clusters Score -1656977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1656975.750000 Penalty: 4681.975586
	Iteration 38Q: 3 clusters Score -1656976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1656978.000000 Penalty: 4681.975586
	Iteration 39Q: 3 clusters Score -1656978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1656978.000000 Penalty: 4681.975586
	Iteration 40F: 3 clusters Score -1656978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -495920.125000 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -495920.1 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 1857 members 
Entering Unmasked Estep 
Score: -492138.937500 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -492138.9 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -492974.500000 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -492974.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -493197.343750 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -493197.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -493346.406250 Penalty: 4082.102051
	Iteration 3F: 3 clusters Score -493346.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -493485.687500 Penalty: 4082.102051
	Iteration 4Q: 3 clusters Score -493485.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -493640.531250 Penalty: 4082.102051
	Iteration 5Q: 3 clusters Score -493640.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -493771.593750 Penalty: 4082.102051
	Iteration 6Q: 3 clusters Score -493771.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -493866.218750 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -493866.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -493942.593750 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -493942.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -494008.906250 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -494008.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -494068.437500 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -494068.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -494132.531250 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -494132.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -494179.875000 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -494179.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -494217.625000 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -494217.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -494258.250000 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -494258.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -494287.531250 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -494287.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -494310.437500 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -494310.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -494333.656250 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -494333.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -494353.843750 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -494353.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -494367.843750 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -494367.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -494378.750000 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -494378.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -494385.250000 Penalty: 4082.102051
	Iteration 21Q: 3 clusters Score -494385.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -494389.875000 Penalty: 4082.102051
	Iteration 22Q: 3 clusters Score -494389.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -494391.812500 Penalty: 4082.102051
	Iteration 23Q: 3 clusters Score -494391.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -494392.312500 Penalty: 4082.102051
	Iteration 24Q: 3 clusters Score -494392.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -494393.406250 Penalty: 4082.102051
	Iteration 25Q: 3 clusters Score -494393.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -494393.406250 Penalty: 4082.102051
	Iteration 26F: 3 clusters Score -494393.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Entering Unmasked Estep 
Score: -472023.437500 Penalty: 2041.116943
	Iteration 0F: 2 clusters Score -472023.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -468324.218750 Penalty: 4082.233887
	Iteration 0F: 3 clusters Score -468324.2 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -469175.562500 Penalty: 4082.233887
	Iteration 1F: 3 clusters Score -469175.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -469495.812500 Penalty: 4082.233887
	Iteration 2F: 3 clusters Score -469495.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -469737.062500 Penalty: 4082.233887
	Iteration 3F: 3 clusters Score -469737.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -469933.468750 Penalty: 4082.233887
	Iteration 4F: 3 clusters Score -469933.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -470069.062500 Penalty: 4082.233887
	Iteration 5Q: 3 clusters Score -470069.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -470166.218750 Penalty: 4082.233887
	Iteration 6Q: 3 clusters Score -470166.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -470266.968750 Penalty: 4082.233887
	Iteration 7Q: 3 clusters Score -470267 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -470366.031250 Penalty: 4082.233887
	Iteration 8Q: 3 clusters Score -470366 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -470484.812500 Penalty: 4082.233887
	Iteration 9Q: 3 clusters Score -470484.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -470638.375000 Penalty: 4082.233887
	Iteration 10Q: 3 clusters Score -470638.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -470825.406250 Penalty: 4082.233887
	Iteration 11Q: 3 clusters Score -470825.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -470964.187500 Penalty: 4082.233887
	Iteration 12Q: 3 clusters Score -470964.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -471053.312500 Penalty: 4082.233887
	Iteration 13Q: 3 clusters Score -471053.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -471148.093750 Penalty: 4082.233887
	Iteration 14Q: 3 clusters Score -471148.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -471218.062500 Penalty: 4082.233887
	Iteration 15Q: 3 clusters Score -471218.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -471261.687500 Penalty: 4082.233887
	Iteration 16Q: 3 clusters Score -471261.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -471286.531250 Penalty: 4082.233887
	Iteration 17Q: 3 clusters Score -471286.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -471308.343750 Penalty: 4082.233887
	Iteration 18Q: 3 clusters Score -471308.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -471326.781250 Penalty: 4082.233887
	Iteration 19Q: 3 clusters Score -471326.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -471337.750000 Penalty: 4082.233887
	Iteration 20F: 3 clusters Score -471337.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -471343.562500 Penalty: 4082.233887
	Iteration 21Q: 3 clusters Score -471343.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -471348.468750 Penalty: 4082.233887
	Iteration 22Q: 3 clusters Score -471348.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -471352.218750 Penalty: 4082.233887
	Iteration 23Q: 3 clusters Score -471352.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -471353.500000 Penalty: 4082.233887
	Iteration 24Q: 3 clusters Score -471353.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -471354.468750 Penalty: 4082.233887
	Iteration 25Q: 3 clusters Score -471354.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -471356.031250 Penalty: 4082.233887
	Iteration 26Q: 3 clusters Score -471356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -471357.343750 Penalty: 4082.233887
	Iteration 27Q: 3 clusters Score -471357.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -471358.031250 Penalty: 4082.233887
	Iteration 28Q: 3 clusters Score -471358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -471358.031250 Penalty: 4082.233887
	Iteration 29F: 3 clusters Score -471358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -171138.078125 Penalty: 1800.783813
	Iteration 0F: 2 clusters Score -171138.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -169082.062500 Penalty: 3601.567627
	Iteration 0F: 3 clusters Score -169082.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -170046.187500 Penalty: 3601.567627
	Iteration 1F: 3 clusters Score -170046.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -170512.015625 Penalty: 3601.567627
	Iteration 2F: 3 clusters Score -170512 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -170774.546875 Penalty: 3601.567627
	Iteration 3F: 3 clusters Score -170774.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -170988.703125 Penalty: 3601.567627
	Iteration 4F: 3 clusters Score -170988.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -171080.156250 Penalty: 3601.567627
	Iteration 5Q: 3 clusters Score -171080.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -171180.890625 Penalty: 3601.567627
	Iteration 6Q: 3 clusters Score -171180.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -171377.968750 Penalty: 3601.567627
	Iteration 7Q: 3 clusters Score -171378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -171628.593750 Penalty: 3601.567627
	Iteration 8Q: 3 clusters Score -171628.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -171923.562500 Penalty: 3601.567627
	Iteration 9Q: 3 clusters Score -171923.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -172036.218750 Penalty: 3601.567627
	Iteration 10Q: 3 clusters Score -172036.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -172048.046875 Penalty: 3601.567627
	Iteration 11Q: 3 clusters Score -172048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -172051.265625 Penalty: 3601.567627
	Iteration 12Q: 3 clusters Score -172051.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -172055.859375 Penalty: 3601.567627
	Iteration 13Q: 3 clusters Score -172055.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -172060.734375 Penalty: 3601.567627
	Iteration 14Q: 3 clusters Score -172060.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -172067.750000 Penalty: 3601.567627
	Iteration 15Q: 3 clusters Score -172067.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -172074.312500 Penalty: 3601.567627
	Iteration 16Q: 3 clusters Score -172074.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -172081.421875 Penalty: 3601.567627
	Iteration 17Q: 3 clusters Score -172081.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -172102.640625 Penalty: 3601.567627
	Iteration 18Q: 3 clusters Score -172102.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -172114.187500 Penalty: 3601.567627
	Iteration 19Q: 3 clusters Score -172114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -172122.171875 Penalty: 3601.567627
	Iteration 20F: 3 clusters Score -172122.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -172127.859375 Penalty: 3601.567627
	Iteration 21Q: 3 clusters Score -172127.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -172128.609375 Penalty: 3601.567627
	Iteration 22Q: 3 clusters Score -172128.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -172128.609375 Penalty: 3601.567627
	Iteration 23F: 3 clusters Score -172128.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155005 members 
Mstep: Class 2 contains 7147 members 
Mstep: Class 3 contains 19494 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17855 members 
Mstep: Class 6 contains 37058 members 
Mstep: Class 7 contains 166533 members 
Mstep: Class 8 contains 26059 members 
Mstep: Class 9 contains 18922 members 
Mstep: Class 10 contains 20075 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24434 members 
Mstep: Class 15 contains 9476 members 
Mstep: Class 16 contains 10507 members 
Mstep: Class 17 contains 6743 members 
Mstep: Class 18 contains 2785 members 
Mstep: Class 19 contains 88744 members 
Mstep: Class 20 contains 10170 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20722 members 
Mstep: Class 23 contains 64798 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 13310 members 
Mstep: Class 26 contains 4154 members 
Mstep: Class 27 contains 12575 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 3753 members 
Mstep: Class 30 contains 1028 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4227 members 
Mstep: Class 33 contains 396 members 
Entering Unmasked Estep 
Score: -100910664.000000 Penalty: 110858.882812
Splitting cluster 30 changes total score from -100911328.000000 to -100910664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (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: -58159.054688 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -58159.05 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: -56700.925781 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -56700.93 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -57065.136719 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -57065.14 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57237.593750 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -57237.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -57337.484375 Penalty: 3093.239258
	Iteration 3Q: 3 clusters Score -57337.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57446.628906 Penalty: 3093.239258
	Iteration 4Q: 3 clusters Score -57446.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -57571.105469 Penalty: 3093.239258
	Iteration 5Q: 3 clusters Score -57571.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57635.875000 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -57635.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -57672.222656 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -57672.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57694.195312 Penalty: 3093.239258
	Iteration 8Q: 3 clusters Score -57694.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57707.078125 Penalty: 3093.239258
	Iteration 9Q: 3 clusters Score -57707.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -57731.617188 Penalty: 3093.239258
	Iteration 10Q: 3 clusters Score -57731.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -57753.910156 Penalty: 3093.239258
	Iteration 11Q: 3 clusters Score -57753.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -57778.175781 Penalty: 3093.239258
	Iteration 12Q: 3 clusters Score -57778.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -57804.269531 Penalty: 3093.239258
	Iteration 13Q: 3 clusters Score -57804.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -57912.503906 Penalty: 3093.239258
	Iteration 14Q: 3 clusters Score -57912.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58026.246094 Penalty: 3093.239258
	Iteration 15Q: 3 clusters Score -58026.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58033.531250 Penalty: 3093.239258
	Iteration 16Q: 3 clusters Score -58033.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58035.914062 Penalty: 3093.239258
	Iteration 17F: 3 clusters Score -58035.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58054.597656 Penalty: 3093.239258
	Iteration 18Q: 3 clusters Score -58054.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -58098.132812 Penalty: 3093.239258
	Iteration 19Q: 3 clusters Score -58098.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -58141.136719 Penalty: 3093.239258
	Iteration 20F: 3 clusters Score -58141.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -58148.996094 Penalty: 3093.239258
	Iteration 21Q: 3 clusters Score -58149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -58148.996094 Penalty: 3093.239258
	Iteration 22F: 3 clusters Score -58149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Entering Unmasked Estep 
Score: -563442.875000 Penalty: 2070.613525
	Iteration 0F: 2 clusters Score -563442.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -559415.750000 Penalty: 4141.227051
	Iteration 0F: 3 clusters Score -559415.8 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -560487.250000 Penalty: 4141.227051
	Iteration 1F: 3 clusters Score -560487.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -560782.312500 Penalty: 4141.227051
	Iteration 2F: 3 clusters Score -560782.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -560997.437500 Penalty: 4141.227051
	Iteration 3F: 3 clusters Score -560997.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -561149.562500 Penalty: 4141.227051
	Iteration 4Q: 3 clusters Score -561149.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -561285.625000 Penalty: 4141.227051
	Iteration 5Q: 3 clusters Score -561285.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -561407.312500 Penalty: 4141.227051
	Iteration 6Q: 3 clusters Score -561407.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -561498.875000 Penalty: 4141.227051
	Iteration 7Q: 3 clusters Score -561498.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -561563.937500 Penalty: 4141.227051
	Iteration 8Q: 3 clusters Score -561563.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -561611.875000 Penalty: 4141.227051
	Iteration 9Q: 3 clusters Score -561611.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -561643.687500 Penalty: 4141.227051
	Iteration 10Q: 3 clusters Score -561643.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -561664.750000 Penalty: 4141.227051
	Iteration 11Q: 3 clusters Score -561664.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -561682.687500 Penalty: 4141.227051
	Iteration 12Q: 3 clusters Score -561682.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -561693.000000 Penalty: 4141.227051
	Iteration 13Q: 3 clusters Score -561693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -561701.875000 Penalty: 4141.227051
	Iteration 14Q: 3 clusters Score -561701.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -561707.500000 Penalty: 4141.227051
	Iteration 15Q: 3 clusters Score -561707.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -561714.000000 Penalty: 4141.227051
	Iteration 16Q: 3 clusters Score -561714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -561715.875000 Penalty: 4141.227051
	Iteration 17Q: 3 clusters Score -561715.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -561722.250000 Penalty: 4141.227051
	Iteration 18Q: 3 clusters Score -561722.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -561726.375000 Penalty: 4141.227051
	Iteration 19Q: 3 clusters Score -561726.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -561728.625000 Penalty: 4141.227051
	Iteration 20F: 3 clusters Score -561728.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -561733.437500 Penalty: 4141.227051
	Iteration 21Q: 3 clusters Score -561733.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -561735.500000 Penalty: 4141.227051
	Iteration 22Q: 3 clusters Score -561735.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -561738.687500 Penalty: 4141.227051
	Iteration 23Q: 3 clusters Score -561738.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -561740.500000 Penalty: 4141.227051
	Iteration 24Q: 3 clusters Score -561740.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -561743.375000 Penalty: 4141.227051
	Iteration 25Q: 3 clusters Score -561743.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -561744.687500 Penalty: 4141.227051
	Iteration 26Q: 3 clusters Score -561744.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -561746.687500 Penalty: 4141.227051
	Iteration 27Q: 3 clusters Score -561746.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -561748.375000 Penalty: 4141.227051
	Iteration 28Q: 3 clusters Score -561748.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -561749.062500 Penalty: 4141.227051
	Iteration 29Q: 3 clusters Score -561749.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -561750.937500 Penalty: 4141.227051
	Iteration 30Q: 3 clusters Score -561750.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -561751.250000 Penalty: 4141.227051
	Iteration 31Q: 3 clusters Score -561751.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -561751.625000 Penalty: 4141.227051
	Iteration 32Q: 3 clusters Score -561751.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -561752.812500 Penalty: 4141.227051
	Iteration 33Q: 3 clusters Score -561752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -561753.875000 Penalty: 4141.227051
	Iteration 34Q: 3 clusters Score -561753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -561754.937500 Penalty: 4141.227051
	Iteration 35Q: 3 clusters Score -561754.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -561754.625000 Penalty: 4141.227051
	Iteration 36Q: 3 clusters Score -561754.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -561754.625000 Penalty: 4141.227051
	Iteration 37Q: 3 clusters Score -561754.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -561756.937500 Penalty: 4141.227051
	Iteration 38Q: 3 clusters Score -561756.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -561756.687500 Penalty: 4141.227051
	Iteration 39Q: 3 clusters Score -561756.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -561756.062500 Penalty: 4141.227051
	Iteration 40F: 3 clusters Score -561756.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155005 members 
Mstep: Class 2 contains 7147 members 
Mstep: Class 3 contains 19494 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17855 members 
Mstep: Class 6 contains 37058 members 
Mstep: Class 7 contains 166533 members 
Mstep: Class 8 contains 26059 members 
Mstep: Class 9 contains 18922 members 
Mstep: Class 10 contains 20075 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24434 members 
Mstep: Class 15 contains 9476 members 
Mstep: Class 16 contains 10507 members 
Mstep: Class 17 contains 6743 members 
Mstep: Class 18 contains 2785 members 
Mstep: Class 19 contains 88744 members 
Mstep: Class 20 contains 10170 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20722 members 
Mstep: Class 23 contains 64798 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 13310 members 
Mstep: Class 26 contains 4154 members 
Mstep: Class 27 contains 12575 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 3753 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911440.000000 Penalty: 107499.523438
Iteration 119Q: 33 clusters Score -1.009114e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155005 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19471 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17845 members 
Mstep: Class 6 contains 37059 members 
Mstep: Class 7 contains 166544 members 
Mstep: Class 8 contains 26059 members 
Mstep: Class 9 contains 18916 members 
Mstep: Class 10 contains 20106 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 5386 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24432 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 10506 members 
Mstep: Class 17 contains 6740 members 
Mstep: Class 18 contains 2779 members 
Mstep: Class 19 contains 88735 members 
Mstep: Class 20 contains 10186 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20723 members 
Mstep: Class 23 contains 64799 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 13305 members 
Mstep: Class 26 contains 4155 members 
Mstep: Class 27 contains 12585 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 3752 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911376.000000 Penalty: 107499.523438
Iteration 120F: 33 clusters Score -1.009114e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155006 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19450 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17841 members 
Mstep: Class 6 contains 37060 members 
Mstep: Class 7 contains 166560 members 
Mstep: Class 8 contains 26059 members 
Mstep: Class 9 contains 18907 members 
Mstep: Class 10 contains 20147 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24428 members 
Mstep: Class 15 contains 9472 members 
Mstep: Class 16 contains 10504 members 
Mstep: Class 17 contains 6742 members 
Mstep: Class 18 contains 2773 members 
Mstep: Class 19 contains 88723 members 
Mstep: Class 20 contains 10193 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20714 members 
Mstep: Class 23 contains 64793 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 13301 members 
Mstep: Class 26 contains 4158 members 
Mstep: Class 27 contains 12593 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3751 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911376.000000 Penalty: 107499.523438
Iteration 121Q: 33 clusters Score -1.009114e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155008 members 
Mstep: Class 2 contains 7144 members 
Mstep: Class 3 contains 19430 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17836 members 
Mstep: Class 6 contains 37060 members 
Mstep: Class 7 contains 166565 members 
Mstep: Class 8 contains 26060 members 
Mstep: Class 9 contains 18903 members 
Mstep: Class 10 contains 20185 members 
Mstep: Class 11 contains 2028 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24425 members 
Mstep: Class 15 contains 9472 members 
Mstep: Class 16 contains 10502 members 
Mstep: Class 17 contains 6743 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 88714 members 
Mstep: Class 20 contains 10199 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20710 members 
Mstep: Class 23 contains 64788 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 13298 members 
Mstep: Class 26 contains 4158 members 
Mstep: Class 27 contains 12598 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 3750 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911536.000000 Penalty: 107499.523438
Iteration 122Q: 33 clusters Score -1.009115e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155008 members 
Mstep: Class 2 contains 7144 members 
Mstep: Class 3 contains 19419 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17832 members 
Mstep: Class 6 contains 37061 members 
Mstep: Class 7 contains 166563 members 
Mstep: Class 8 contains 26061 members 
Mstep: Class 9 contains 18901 members 
Mstep: Class 10 contains 20213 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5386 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24420 members 
Mstep: Class 15 contains 9470 members 
Mstep: Class 16 contains 10502 members 
Mstep: Class 17 contains 6744 members 
Mstep: Class 18 contains 2762 members 
Mstep: Class 19 contains 88706 members 
Mstep: Class 20 contains 10205 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20704 members 
Mstep: Class 23 contains 64790 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 13297 members 
Mstep: Class 26 contains 4161 members 
Mstep: Class 27 contains 12603 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3751 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911488.000000 Penalty: 107499.523438
Iteration 123Q: 33 clusters Score -1.009115e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155004 members 
Mstep: Class 2 contains 7144 members 
Mstep: Class 3 contains 19408 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17828 members 
Mstep: Class 6 contains 37060 members 
Mstep: Class 7 contains 166564 members 
Mstep: Class 8 contains 26061 members 
Mstep: Class 9 contains 18901 members 
Mstep: Class 10 contains 20240 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5384 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 9469 members 
Mstep: Class 16 contains 10501 members 
Mstep: Class 17 contains 6743 members 
Mstep: Class 18 contains 2762 members 
Mstep: Class 19 contains 88700 members 
Mstep: Class 20 contains 10206 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20698 members 
Mstep: Class 23 contains 64790 members 
Mstep: Class 24 contains 2069 members 
Mstep: Class 25 contains 13296 members 
Mstep: Class 26 contains 4161 members 
Mstep: Class 27 contains 12610 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3755 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911456.000000 Penalty: 107499.523438
Iteration 124Q: 33 clusters Score -1.009115e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155008 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19394 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17824 members 
Mstep: Class 6 contains 37060 members 
Mstep: Class 7 contains 166566 members 
Mstep: Class 8 contains 26062 members 
Mstep: Class 9 contains 18899 members 
Mstep: Class 10 contains 20273 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5385 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24411 members 
Mstep: Class 15 contains 9466 members 
Mstep: Class 16 contains 10499 members 
Mstep: Class 17 contains 6740 members 
Mstep: Class 18 contains 2761 members 
Mstep: Class 19 contains 88694 members 
Mstep: Class 20 contains 10209 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20685 members 
Mstep: Class 23 contains 64790 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 4161 members 
Mstep: Class 27 contains 12617 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3758 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911424.000000 Penalty: 107499.523438
Iteration 125Q: 33 clusters Score -1.009114e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155008 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19384 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17822 members 
Mstep: Class 6 contains 37060 members 
Mstep: Class 7 contains 166563 members 
Mstep: Class 8 contains 26061 members 
Mstep: Class 9 contains 18898 members 
Mstep: Class 10 contains 20292 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5385 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24411 members 
Mstep: Class 15 contains 9465 members 
Mstep: Class 16 contains 10497 members 
Mstep: Class 17 contains 6739 members 
Mstep: Class 18 contains 2761 members 
Mstep: Class 19 contains 88693 members 
Mstep: Class 20 contains 10215 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20679 members 
Mstep: Class 23 contains 64788 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 13292 members 
Mstep: Class 26 contains 4161 members 
Mstep: Class 27 contains 12622 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3760 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911432.000000 Penalty: 107499.523438
Iteration 126Q: 33 clusters Score -1.009114e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155011 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19374 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17818 members 
Mstep: Class 6 contains 37059 members 
Mstep: Class 7 contains 166562 members 
Mstep: Class 8 contains 26061 members 
Mstep: Class 9 contains 18900 members 
Mstep: Class 10 contains 20321 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5384 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24406 members 
Mstep: Class 15 contains 9463 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6740 members 
Mstep: Class 18 contains 2761 members 
Mstep: Class 19 contains 88689 members 
Mstep: Class 20 contains 10222 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20671 members 
Mstep: Class 23 contains 64785 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 13286 members 
Mstep: Class 26 contains 4162 members 
Mstep: Class 27 contains 12626 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3760 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911464.000000 Penalty: 107499.523438
Iteration 127Q: 33 clusters Score -1.009115e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155011 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 19366 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17813 members 
Mstep: Class 6 contains 37061 members 
Mstep: Class 7 contains 166560 members 
Mstep: Class 8 contains 26061 members 
Mstep: Class 9 contains 18899 members 
Mstep: Class 10 contains 20354 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24401 members 
Mstep: Class 15 contains 9464 members 
Mstep: Class 16 contains 10495 members 
Mstep: Class 17 contains 6741 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 88679 members 
Mstep: Class 20 contains 10222 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20667 members 
Mstep: Class 23 contains 64785 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 13281 members 
Mstep: Class 26 contains 4163 members 
Mstep: Class 27 contains 12631 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3760 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911296.000000 Penalty: 107499.523438
Iteration 128Q: 33 clusters Score -1.009113e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155011 members 
Mstep: Class 2 contains 7147 members 
Mstep: Class 3 contains 19358 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17815 members 
Mstep: Class 6 contains 37062 members 
Mstep: Class 7 contains 166557 members 
Mstep: Class 8 contains 26063 members 
Mstep: Class 9 contains 18899 members 
Mstep: Class 10 contains 20378 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24397 members 
Mstep: Class 15 contains 9464 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 6739 members 
Mstep: Class 18 contains 2756 members 
Mstep: Class 19 contains 88674 members 
Mstep: Class 20 contains 10221 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20663 members 
Mstep: Class 23 contains 64783 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 13280 members 
Mstep: Class 26 contains 4163 members 
Mstep: Class 27 contains 12633 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3760 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911392.000000 Penalty: 107499.523438
Iteration 129Q: 33 clusters Score -1.009114e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155006 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19349 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17818 members 
Mstep: Class 6 contains 37061 members 
Mstep: Class 7 contains 166559 members 
Mstep: Class 8 contains 26065 members 
Mstep: Class 9 contains 18899 members 
Mstep: Class 10 contains 20402 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5385 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24395 members 
Mstep: Class 15 contains 9465 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 6737 members 
Mstep: Class 18 contains 2754 members 
Mstep: Class 19 contains 88667 members 
Mstep: Class 20 contains 10223 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20657 members 
Mstep: Class 23 contains 64782 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13278 members 
Mstep: Class 26 contains 4163 members 
Mstep: Class 27 contains 12635 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3761 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911352.000000 Penalty: 107499.523438
Iteration 130Q: 33 clusters Score -1.009114e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155007 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19346 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17820 members 
Mstep: Class 6 contains 37062 members 
Mstep: Class 7 contains 166557 members 
Mstep: Class 8 contains 26067 members 
Mstep: Class 9 contains 18897 members 
Mstep: Class 10 contains 20417 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5385 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24393 members 
Mstep: Class 15 contains 9466 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 88666 members 
Mstep: Class 20 contains 10224 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20646 members 
Mstep: Class 23 contains 64782 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13278 members 
Mstep: Class 26 contains 4163 members 
Mstep: Class 27 contains 12637 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3759 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911280.000000 Penalty: 107499.523438
Iteration 131Q: 33 clusters Score -1.009113e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155008 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 19340 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17817 members 
Mstep: Class 6 contains 37062 members 
Mstep: Class 7 contains 166559 members 
Mstep: Class 8 contains 26068 members 
Mstep: Class 9 contains 18896 members 
Mstep: Class 10 contains 20428 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5386 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24391 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 6734 members 
Mstep: Class 18 contains 2754 members 
Mstep: Class 19 contains 88662 members 
Mstep: Class 20 contains 10229 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20640 members 
Mstep: Class 23 contains 64780 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13278 members 
Mstep: Class 26 contains 4163 members 
Mstep: Class 27 contains 12637 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3759 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911264.000000 Penalty: 107499.523438
Iteration 132Q: 33 clusters Score -1.009113e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155007 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19331 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17816 members 
Mstep: Class 6 contains 37062 members 
Mstep: Class 7 contains 166560 members 
Mstep: Class 8 contains 26067 members 
Mstep: Class 9 contains 18896 members 
Mstep: Class 10 contains 20452 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5386 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24389 members 
Mstep: Class 15 contains 9468 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 6734 members 
Mstep: Class 18 contains 2754 members 
Mstep: Class 19 contains 88658 members 
Mstep: Class 20 contains 10233 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20632 members 
Mstep: Class 23 contains 64776 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13278 members 
Mstep: Class 26 contains 4162 members 
Mstep: Class 27 contains 12638 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3759 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911224.000000 Penalty: 107499.523438
Iteration 133Q: 33 clusters Score -1.009112e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155009 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19325 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17813 members 
Mstep: Class 6 contains 37062 members 
Mstep: Class 7 contains 166556 members 
Mstep: Class 8 contains 26068 members 
Mstep: Class 9 contains 18896 members 
Mstep: Class 10 contains 20468 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5386 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24386 members 
Mstep: Class 15 contains 9468 members 
Mstep: Class 16 contains 10494 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 2754 members 
Mstep: Class 19 contains 88655 members 
Mstep: Class 20 contains 10235 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20630 members 
Mstep: Class 23 contains 64771 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13278 members 
Mstep: Class 26 contains 4162 members 
Mstep: Class 27 contains 12639 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911256.000000 Penalty: 107499.523438
Iteration 134Q: 33 clusters Score -1.009113e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155007 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19319 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17814 members 
Mstep: Class 6 contains 37062 members 
Mstep: Class 7 contains 166555 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18896 members 
Mstep: Class 10 contains 20481 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5386 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24382 members 
Mstep: Class 15 contains 9468 members 
Mstep: Class 16 contains 10495 members 
Mstep: Class 17 contains 6738 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 88651 members 
Mstep: Class 20 contains 10237 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20628 members 
Mstep: Class 23 contains 64768 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13277 members 
Mstep: Class 26 contains 4164 members 
Mstep: Class 27 contains 12638 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911376.000000 Penalty: 107499.523438
Iteration 135Q: 33 clusters Score -1.009114e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155007 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19315 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17811 members 
Mstep: Class 6 contains 37062 members 
Mstep: Class 7 contains 166556 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18895 members 
Mstep: Class 10 contains 20498 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5386 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24379 members 
Mstep: Class 15 contains 9468 members 
Mstep: Class 16 contains 10495 members 
Mstep: Class 17 contains 6737 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 88647 members 
Mstep: Class 20 contains 10239 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20625 members 
Mstep: Class 23 contains 64767 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13276 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12637 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3756 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911464.000000 Penalty: 107499.523438
Iteration 136Q: 33 clusters Score -1.009115e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155005 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19311 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17810 members 
Mstep: Class 6 contains 37062 members 
Mstep: Class 7 contains 166557 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18893 members 
Mstep: Class 10 contains 20510 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5386 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24379 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 10495 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 2752 members 
Mstep: Class 19 contains 88642 members 
Mstep: Class 20 contains 10240 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20628 members 
Mstep: Class 23 contains 64766 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12638 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911392.000000 Penalty: 107499.523438
Iteration 137Q: 33 clusters Score -1.009114e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155003 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19306 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17811 members 
Mstep: Class 6 contains 37062 members 
Mstep: Class 7 contains 166559 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18892 members 
Mstep: Class 10 contains 20523 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5386 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24377 members 
Mstep: Class 15 contains 9466 members 
Mstep: Class 16 contains 10495 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 88638 members 
Mstep: Class 20 contains 10241 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20628 members 
Mstep: Class 23 contains 64764 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12638 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911344.000000 Penalty: 107499.523438
Iteration 138Q: 33 clusters Score -1.009113e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155003 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19304 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17812 members 
Mstep: Class 6 contains 37063 members 
Mstep: Class 7 contains 166560 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18890 members 
Mstep: Class 10 contains 20530 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5386 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24373 members 
Mstep: Class 15 contains 9465 members 
Mstep: Class 16 contains 10495 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 88637 members 
Mstep: Class 20 contains 10242 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20627 members 
Mstep: Class 23 contains 64764 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13274 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12639 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911328.000000 Penalty: 107499.523438
Iteration 139Q: 33 clusters Score -1.009113e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155003 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19304 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17812 members 
Mstep: Class 6 contains 37063 members 
Mstep: Class 7 contains 166558 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18890 members 
Mstep: Class 10 contains 20533 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24371 members 
Mstep: Class 15 contains 9465 members 
Mstep: Class 16 contains 10495 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 88636 members 
Mstep: Class 20 contains 10243 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20627 members 
Mstep: Class 23 contains 64764 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13274 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12640 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911416.000000 Penalty: 107499.523438
Iteration 140F: 33 clusters Score -1.009114e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155002 members 
Mstep: Class 2 contains 7144 members 
Mstep: Class 3 contains 19302 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17812 members 
Mstep: Class 6 contains 37063 members 
Mstep: Class 7 contains 166557 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18890 members 
Mstep: Class 10 contains 20537 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24371 members 
Mstep: Class 15 contains 9465 members 
Mstep: Class 16 contains 10495 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 88635 members 
Mstep: Class 20 contains 10242 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20629 members 
Mstep: Class 23 contains 64764 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13274 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911392.000000 Penalty: 107499.523438
Iteration 141Q: 33 clusters Score -1.009114e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155002 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19297 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17813 members 
Mstep: Class 6 contains 37063 members 
Mstep: Class 7 contains 166557 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18889 members 
Mstep: Class 10 contains 20537 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24371 members 
Mstep: Class 15 contains 9466 members 
Mstep: Class 16 contains 10495 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 88636 members 
Mstep: Class 20 contains 10244 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20629 members 
Mstep: Class 23 contains 64764 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13274 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911416.000000 Penalty: 107499.523438
Iteration 142Q: 33 clusters Score -1.009114e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155001 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19292 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17813 members 
Mstep: Class 6 contains 37063 members 
Mstep: Class 7 contains 166558 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18890 members 
Mstep: Class 10 contains 20540 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24371 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 10495 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 88636 members 
Mstep: Class 20 contains 10244 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20628 members 
Mstep: Class 23 contains 64764 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13274 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911400.000000 Penalty: 107499.523438
Iteration 143Q: 33 clusters Score -1.009114e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155000 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19290 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17814 members 
Mstep: Class 6 contains 37063 members 
Mstep: Class 7 contains 166558 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18890 members 
Mstep: Class 10 contains 20541 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24371 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 10495 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 88636 members 
Mstep: Class 20 contains 10244 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20629 members 
Mstep: Class 23 contains 64764 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13274 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911416.000000 Penalty: 107499.523438
Iteration 144Q: 33 clusters Score -1.009114e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154999 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19285 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17814 members 
Mstep: Class 6 contains 37063 members 
Mstep: Class 7 contains 166560 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18890 members 
Mstep: Class 10 contains 20544 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24371 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 10495 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 88636 members 
Mstep: Class 20 contains 10244 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20630 members 
Mstep: Class 23 contains 64764 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13274 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911376.000000 Penalty: 107499.523438
Iteration 145Q: 33 clusters Score -1.009114e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154998 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19282 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17813 members 
Mstep: Class 6 contains 37063 members 
Mstep: Class 7 contains 166559 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18889 members 
Mstep: Class 10 contains 20550 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24371 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 10495 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 88636 members 
Mstep: Class 20 contains 10244 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20631 members 
Mstep: Class 23 contains 64764 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13274 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911384.000000 Penalty: 107499.523438
Iteration 146Q: 33 clusters Score -1.009114e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154998 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19275 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17812 members 
Mstep: Class 6 contains 37063 members 
Mstep: Class 7 contains 166558 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18889 members 
Mstep: Class 10 contains 20559 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24370 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 10495 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 88636 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20630 members 
Mstep: Class 23 contains 64764 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911424.000000 Penalty: 107499.523438
Iteration 147Q: 33 clusters Score -1.009114e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154998 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19267 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17811 members 
Mstep: Class 6 contains 37064 members 
Mstep: Class 7 contains 166559 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18887 members 
Mstep: Class 10 contains 20568 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24369 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 88635 members 
Mstep: Class 20 contains 10244 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20631 members 
Mstep: Class 23 contains 64764 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13276 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911416.000000 Penalty: 107499.523438
Iteration 148Q: 33 clusters Score -1.009114e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154998 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 19265 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17811 members 
Mstep: Class 6 contains 37064 members 
Mstep: Class 7 contains 166558 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18887 members 
Mstep: Class 10 contains 20575 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24367 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 10498 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 88633 members 
Mstep: Class 20 contains 10244 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20630 members 
Mstep: Class 23 contains 64764 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911432.000000 Penalty: 107499.523438
Iteration 149Q: 33 clusters Score -1.009114e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154998 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 19264 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17810 members 
Mstep: Class 6 contains 37064 members 
Mstep: Class 7 contains 166559 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20580 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24366 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 10497 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 88631 members 
Mstep: Class 20 contains 10244 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20629 members 
Mstep: Class 23 contains 64764 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911488.000000 Penalty: 107499.523438
Iteration 150Q: 33 clusters Score -1.009115e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154997 members 
Mstep: Class 2 contains 7147 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17808 members 
Mstep: Class 6 contains 37064 members 
Mstep: Class 7 contains 166560 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20584 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24367 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 88630 members 
Mstep: Class 20 contains 10244 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20628 members 
Mstep: Class 23 contains 64764 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911512.000000 Penalty: 107499.523438
Iteration 151Q: 33 clusters Score -1.009115e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154995 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17808 members 
Mstep: Class 6 contains 37064 members 
Mstep: Class 7 contains 166560 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20588 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24366 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2750 members 
Mstep: Class 19 contains 88629 members 
Mstep: Class 20 contains 10244 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20628 members 
Mstep: Class 23 contains 64764 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911520.000000 Penalty: 107499.523438
Iteration 152Q: 33 clusters Score -1.009115e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154994 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17808 members 
Mstep: Class 6 contains 37064 members 
Mstep: Class 7 contains 166559 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20589 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24366 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88629 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20628 members 
Mstep: Class 23 contains 64764 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911480.000000 Penalty: 107499.523438
Iteration 153Q: 33 clusters Score -1.009115e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154994 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17808 members 
Mstep: Class 6 contains 37064 members 
Mstep: Class 7 contains 166558 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20591 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24365 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88629 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20628 members 
Mstep: Class 23 contains 64764 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911464.000000 Penalty: 107499.523438
Iteration 154Q: 33 clusters Score -1.009115e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154994 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17807 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166556 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20594 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24364 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88629 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20628 members 
Mstep: Class 23 contains 64764 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911512.000000 Penalty: 107499.523438
Iteration 155Q: 33 clusters Score -1.009115e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154994 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17806 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166556 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20596 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9468 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88629 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20628 members 
Mstep: Class 23 contains 64764 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911528.000000 Penalty: 107499.523438
Iteration 156Q: 33 clusters Score -1.009115e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154993 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17808 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166556 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20597 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5386 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9469 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88629 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20627 members 
Mstep: Class 23 contains 64763 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911496.000000 Penalty: 107499.523438
Iteration 157Q: 33 clusters Score -1.009115e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154993 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166556 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20598 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9469 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88627 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20626 members 
Mstep: Class 23 contains 64764 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911464.000000 Penalty: 107499.523438
Iteration 158Q: 33 clusters Score -1.009115e+08 nChanged 7
Entering ConstructFrom: 
Score: -100911464.000000 Penalty: 107499.523438
Entering ConstructFrom: 
Trying to split cluster 1 (154991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154991 members 
Entering Unmasked Estep 
Score: -21250564.000000 Penalty: 2963.878418
	Iteration 0F: 2 clusters Score -2.125056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 77274 members 
Entering Unmasked Estep 
Score: -21149088.000000 Penalty: 5927.756836
	Iteration 0F: 3 clusters Score -2.114909e+07 nChanged 74295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80972 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -21192598.000000 Penalty: 5927.756836
	Iteration 1F: 3 clusters Score -2.11926e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83013 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
Score: -21193408.000000 Penalty: 5927.756836
	Iteration 2Q: 3 clusters Score -2.119341e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86219 members 
Mstep: Class 2 contains 68772 members 
Entering Unmasked Estep 
Score: -21194742.000000 Penalty: 5927.756836
	Iteration 3Q: 3 clusters Score -2.119474e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91220 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -21196916.000000 Penalty: 5927.756836
	Iteration 4Q: 3 clusters Score -2.119692e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98827 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -21200816.000000 Penalty: 5927.756836
	Iteration 5F: 3 clusters Score -2.120082e+07 nChanged 11149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109686 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -21208394.000000 Penalty: 5927.756836
	Iteration 6F: 3 clusters Score -2.120839e+07 nChanged 13776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123298 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -21219694.000000 Penalty: 5927.756836
	Iteration 7F: 3 clusters Score -2.121969e+07 nChanged 13839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137089 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -21232148.000000 Penalty: 5927.756836
	Iteration 8F: 3 clusters Score -2.123215e+07 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147127 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -21241350.000000 Penalty: 5927.756836
	Iteration 9F: 3 clusters Score -2.124135e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152168 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -21245632.000000 Penalty: 5927.756836
	Iteration 10Q: 3 clusters Score -2.124563e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154009 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -21247162.000000 Penalty: 5927.756836
	Iteration 11Q: 3 clusters Score -2.124716e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154516 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -21247680.000000 Penalty: 5927.756836
	Iteration 12Q: 3 clusters Score -2.124768e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154663 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -21247828.000000 Penalty: 5927.756836
	Iteration 13Q: 3 clusters Score -2.124783e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154704 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21247922.000000 Penalty: 5927.756836
	Iteration 14Q: 3 clusters Score -2.124792e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154715 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -21247934.000000 Penalty: 5927.756836
	Iteration 15Q: 3 clusters Score -2.124793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154724 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21247958.000000 Penalty: 5927.756836
	Iteration 16Q: 3 clusters Score -2.124796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154730 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21247964.000000 Penalty: 5927.756836
	Iteration 17Q: 3 clusters Score -2.124796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154737 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21247954.000000 Penalty: 5927.756836
	Iteration 18Q: 3 clusters Score -2.124795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154745 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21247980.000000 Penalty: 5927.756836
	Iteration 19Q: 3 clusters Score -2.124798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154743 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21247992.000000 Penalty: 5927.756836
	Iteration 20F: 3 clusters Score -2.124799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154744 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21247988.000000 Penalty: 5927.756836
	Iteration 21Q: 3 clusters Score -2.124799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154744 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21247994.000000 Penalty: 5927.756836
	Iteration 22Q: 3 clusters Score -2.124799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154741 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21247994.000000 Penalty: 5927.756836
	Iteration 23Q: 3 clusters Score -2.124799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154742 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21247990.000000 Penalty: 5927.756836
	Iteration 24Q: 3 clusters Score -2.124799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154741 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21247994.000000 Penalty: 5927.756836
	Iteration 25Q: 3 clusters Score -2.124799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154741 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21247986.000000 Penalty: 5927.756836
	Iteration 26Q: 3 clusters Score -2.124799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154742 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21247994.000000 Penalty: 5927.756836
	Iteration 27Q: 3 clusters Score -2.124799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154741 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21247988.000000 Penalty: 5927.756836
	Iteration 28Q: 3 clusters Score -2.124799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154741 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21247988.000000 Penalty: 5927.756836
	Iteration 29F: 3 clusters Score -2.124799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Entering Unmasked Estep 
Score: -960427.062500 Penalty: 2200.932617
	Iteration 0F: 2 clusters Score -960427.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -954527.750000 Penalty: 4401.865234
	Iteration 0F: 3 clusters Score -954527.8 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -956120.125000 Penalty: 4401.865234
	Iteration 1F: 3 clusters Score -956120.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -956405.937500 Penalty: 4401.865234
	Iteration 2F: 3 clusters Score -956405.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -956601.937500 Penalty: 4401.865234
	Iteration 3F: 3 clusters Score -956601.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -956723.875000 Penalty: 4401.865234
	Iteration 4Q: 3 clusters Score -956723.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -956808.250000 Penalty: 4401.865234
	Iteration 5Q: 3 clusters Score -956808.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -956891.750000 Penalty: 4401.865234
	Iteration 6Q: 3 clusters Score -956891.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -956977.375000 Penalty: 4401.865234
	Iteration 7Q: 3 clusters Score -956977.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -957073.625000 Penalty: 4401.865234
	Iteration 8Q: 3 clusters Score -957073.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -957170.062500 Penalty: 4401.865234
	Iteration 9Q: 3 clusters Score -957170.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -957287.000000 Penalty: 4401.865234
	Iteration 10Q: 3 clusters Score -957287 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -957414.250000 Penalty: 4401.865234
	Iteration 11Q: 3 clusters Score -957414.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -957537.812500 Penalty: 4401.865234
	Iteration 12Q: 3 clusters Score -957537.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -957635.000000 Penalty: 4401.865234
	Iteration 13Q: 3 clusters Score -957635 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -957710.187500 Penalty: 4401.865234
	Iteration 14Q: 3 clusters Score -957710.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -957775.937500 Penalty: 4401.865234
	Iteration 15Q: 3 clusters Score -957775.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -957832.187500 Penalty: 4401.865234
	Iteration 16Q: 3 clusters Score -957832.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -957875.250000 Penalty: 4401.865234
	Iteration 17Q: 3 clusters Score -957875.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -957908.125000 Penalty: 4401.865234
	Iteration 18Q: 3 clusters Score -957908.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -957936.125000 Penalty: 4401.865234
	Iteration 19Q: 3 clusters Score -957936.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -957957.812500 Penalty: 4401.865234
	Iteration 20F: 3 clusters Score -957957.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -957975.187500 Penalty: 4401.865234
	Iteration 21Q: 3 clusters Score -957975.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -957994.187500 Penalty: 4401.865234
	Iteration 22Q: 3 clusters Score -957994.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -958007.875000 Penalty: 4401.865234
	Iteration 23Q: 3 clusters Score -958007.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -958019.625000 Penalty: 4401.865234
	Iteration 24Q: 3 clusters Score -958019.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -958032.562500 Penalty: 4401.865234
	Iteration 25Q: 3 clusters Score -958032.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -958039.187500 Penalty: 4401.865234
	Iteration 26Q: 3 clusters Score -958039.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -958050.500000 Penalty: 4401.865234
	Iteration 27Q: 3 clusters Score -958050.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -958064.187500 Penalty: 4401.865234
	Iteration 28Q: 3 clusters Score -958064.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -958073.062500 Penalty: 4401.865234
	Iteration 29Q: 3 clusters Score -958073.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -958081.250000 Penalty: 4401.865234
	Iteration 30Q: 3 clusters Score -958081.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -958090.125000 Penalty: 4401.865234
	Iteration 31Q: 3 clusters Score -958090.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -958098.250000 Penalty: 4401.865234
	Iteration 32Q: 3 clusters Score -958098.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -958103.812500 Penalty: 4401.865234
	Iteration 33Q: 3 clusters Score -958103.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -958114.125000 Penalty: 4401.865234
	Iteration 34Q: 3 clusters Score -958114.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -958117.125000 Penalty: 4401.865234
	Iteration 35Q: 3 clusters Score -958117.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -958122.000000 Penalty: 4401.865234
	Iteration 36Q: 3 clusters Score -958122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -958131.625000 Penalty: 4401.865234
	Iteration 37Q: 3 clusters Score -958131.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -958141.000000 Penalty: 4401.865234
	Iteration 38Q: 3 clusters Score -958141 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -958151.125000 Penalty: 4401.865234
	Iteration 39Q: 3 clusters Score -958151.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -958159.062500 Penalty: 4401.865234
	Iteration 40F: 3 clusters Score -958159.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -958166.875000 Penalty: 4401.865234
	Iteration 41Q: 3 clusters Score -958166.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -958177.875000 Penalty: 4401.865234
	Iteration 42Q: 3 clusters Score -958177.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -958185.750000 Penalty: 4401.865234
	Iteration 43Q: 3 clusters Score -958185.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -958194.812500 Penalty: 4401.865234
	Iteration 44Q: 3 clusters Score -958194.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -958200.875000 Penalty: 4401.865234
	Iteration 45Q: 3 clusters Score -958200.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -958209.625000 Penalty: 4401.865234
	Iteration 46Q: 3 clusters Score -958209.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -958216.875000 Penalty: 4401.865234
	Iteration 47Q: 3 clusters Score -958216.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -958223.312500 Penalty: 4401.865234
	Iteration 48Q: 3 clusters Score -958223.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -958232.625000 Penalty: 4401.865234
	Iteration 49Q: 3 clusters Score -958232.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -958241.187500 Penalty: 4401.865234
	Iteration 50Q: 3 clusters Score -958241.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -958248.750000 Penalty: 4401.865234
	Iteration 51Q: 3 clusters Score -958248.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -958253.937500 Penalty: 4401.865234
	Iteration 52Q: 3 clusters Score -958253.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -958255.312500 Penalty: 4401.865234
	Iteration 53Q: 3 clusters Score -958255.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -958261.187500 Penalty: 4401.865234
	Iteration 54Q: 3 clusters Score -958261.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -958264.687500 Penalty: 4401.865234
	Iteration 55Q: 3 clusters Score -958264.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -958267.500000 Penalty: 4401.865234
	Iteration 56Q: 3 clusters Score -958267.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -958275.250000 Penalty: 4401.865234
	Iteration 57Q: 3 clusters Score -958275.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -958278.312500 Penalty: 4401.865234
	Iteration 58Q: 3 clusters Score -958278.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -958284.000000 Penalty: 4401.865234
	Iteration 59Q: 3 clusters Score -958284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -958288.562500 Penalty: 4401.865234
	Iteration 60F: 3 clusters Score -958288.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -958289.250000 Penalty: 4401.865234
	Iteration 61Q: 3 clusters Score -958289.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -958293.625000 Penalty: 4401.865234
	Iteration 62Q: 3 clusters Score -958293.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -958297.937500 Penalty: 4401.865234
	Iteration 63Q: 3 clusters Score -958297.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -958302.875000 Penalty: 4401.865234
	Iteration 64Q: 3 clusters Score -958302.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -958303.375000 Penalty: 4401.865234
	Iteration 65Q: 3 clusters Score -958303.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -958307.437500 Penalty: 4401.865234
	Iteration 66Q: 3 clusters Score -958307.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -958314.625000 Penalty: 4401.865234
	Iteration 67Q: 3 clusters Score -958314.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -958318.875000 Penalty: 4401.865234
	Iteration 68Q: 3 clusters Score -958318.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -958320.312500 Penalty: 4401.865234
	Iteration 69Q: 3 clusters Score -958320.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -958321.687500 Penalty: 4401.865234
	Iteration 70Q: 3 clusters Score -958321.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -958327.625000 Penalty: 4401.865234
	Iteration 71Q: 3 clusters Score -958327.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -958328.125000 Penalty: 4401.865234
	Iteration 72Q: 3 clusters Score -958328.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -958329.687500 Penalty: 4401.865234
	Iteration 73Q: 3 clusters Score -958329.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -958334.187500 Penalty: 4401.865234
	Iteration 74Q: 3 clusters Score -958334.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -958335.500000 Penalty: 4401.865234
	Iteration 75Q: 3 clusters Score -958335.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -958337.937500 Penalty: 4401.865234
	Iteration 76Q: 3 clusters Score -958337.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -958341.437500 Penalty: 4401.865234
	Iteration 77Q: 3 clusters Score -958341.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -958345.250000 Penalty: 4401.865234
	Iteration 78Q: 3 clusters Score -958345.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -958347.500000 Penalty: 4401.865234
	Iteration 79Q: 3 clusters Score -958347.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -958352.750000 Penalty: 4401.865234
	Iteration 80F: 3 clusters Score -958352.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -958354.812500 Penalty: 4401.865234
	Iteration 81Q: 3 clusters Score -958354.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -958359.187500 Penalty: 4401.865234
	Iteration 82Q: 3 clusters Score -958359.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -958362.875000 Penalty: 4401.865234
	Iteration 83Q: 3 clusters Score -958362.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -958369.125000 Penalty: 4401.865234
	Iteration 84Q: 3 clusters Score -958369.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -958372.312500 Penalty: 4401.865234
	Iteration 85Q: 3 clusters Score -958372.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -958377.750000 Penalty: 4401.865234
	Iteration 86Q: 3 clusters Score -958377.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -958383.375000 Penalty: 4401.865234
	Iteration 87Q: 3 clusters Score -958383.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -958392.250000 Penalty: 4401.865234
	Iteration 88Q: 3 clusters Score -958392.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -958396.375000 Penalty: 4401.865234
	Iteration 89Q: 3 clusters Score -958396.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -958402.500000 Penalty: 4401.865234
	Iteration 90Q: 3 clusters Score -958402.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -958410.375000 Penalty: 4401.865234
	Iteration 91Q: 3 clusters Score -958410.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -958415.312500 Penalty: 4401.865234
	Iteration 92Q: 3 clusters Score -958415.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -958418.437500 Penalty: 4401.865234
	Iteration 93Q: 3 clusters Score -958418.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -958423.500000 Penalty: 4401.865234
	Iteration 94Q: 3 clusters Score -958423.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -958423.437500 Penalty: 4401.865234
	Iteration 95Q: 3 clusters Score -958423.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -958423.875000 Penalty: 4401.865234
	Iteration 96Q: 3 clusters Score -958423.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -958426.062500 Penalty: 4401.865234
	Iteration 97Q: 3 clusters Score -958426.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -958427.000000 Penalty: 4401.865234
	Iteration 98Q: 3 clusters Score -958427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -958427.000000 Penalty: 4401.865234
	Iteration 99F: 3 clusters Score -958427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Entering Unmasked Estep 
Score: -2615543.250000 Penalty: 2446.753418
	Iteration 0F: 2 clusters Score -2615543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2602078.750000 Penalty: 4893.506836
	Iteration 0F: 3 clusters Score -2602079 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2607008.250000 Penalty: 4893.506836
	Iteration 1F: 3 clusters Score -2607008 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2607814.500000 Penalty: 4893.506836
	Iteration 2F: 3 clusters Score -2607814 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2608511.250000 Penalty: 4893.506836
	Iteration 3F: 3 clusters Score -2608511 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2609239.250000 Penalty: 4893.506836
	Iteration 4F: 3 clusters Score -2609239 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2609966.750000 Penalty: 4893.506836
	Iteration 5F: 3 clusters Score -2609967 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2610710.500000 Penalty: 4893.506836
	Iteration 6F: 3 clusters Score -2610710 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2611261.000000 Penalty: 4893.506836
	Iteration 7Q: 3 clusters Score -2611261 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2611589.250000 Penalty: 4893.506836
	Iteration 8Q: 3 clusters Score -2611589 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2611770.000000 Penalty: 4893.506836
	Iteration 9Q: 3 clusters Score -2611770 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2611899.250000 Penalty: 4893.506836
	Iteration 10Q: 3 clusters Score -2611899 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2612002.750000 Penalty: 4893.506836
	Iteration 11Q: 3 clusters Score -2612003 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2612096.250000 Penalty: 4893.506836
	Iteration 12Q: 3 clusters Score -2612096 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2612168.000000 Penalty: 4893.506836
	Iteration 13Q: 3 clusters Score -2612168 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2612231.750000 Penalty: 4893.506836
	Iteration 14Q: 3 clusters Score -2612232 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2612290.500000 Penalty: 4893.506836
	Iteration 15Q: 3 clusters Score -2612290 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2612339.250000 Penalty: 4893.506836
	Iteration 16Q: 3 clusters Score -2612339 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2612395.750000 Penalty: 4893.506836
	Iteration 17Q: 3 clusters Score -2612396 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2612459.750000 Penalty: 4893.506836
	Iteration 18Q: 3 clusters Score -2612460 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2612520.000000 Penalty: 4893.506836
	Iteration 19Q: 3 clusters Score -2612520 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2612591.250000 Penalty: 4893.506836
	Iteration 20F: 3 clusters Score -2612591 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2612655.500000 Penalty: 4893.506836
	Iteration 21Q: 3 clusters Score -2612656 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2612722.000000 Penalty: 4893.506836
	Iteration 22Q: 3 clusters Score -2612722 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2612785.500000 Penalty: 4893.506836
	Iteration 23Q: 3 clusters Score -2612786 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2612843.000000 Penalty: 4893.506836
	Iteration 24Q: 3 clusters Score -2612843 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2612904.000000 Penalty: 4893.506836
	Iteration 25Q: 3 clusters Score -2612904 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2612967.250000 Penalty: 4893.506836
	Iteration 26Q: 3 clusters Score -2612967 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2613030.000000 Penalty: 4893.506836
	Iteration 27Q: 3 clusters Score -2613030 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2613088.750000 Penalty: 4893.506836
	Iteration 28Q: 3 clusters Score -2613089 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2613162.500000 Penalty: 4893.506836
	Iteration 29Q: 3 clusters Score -2613162 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2613230.500000 Penalty: 4893.506836
	Iteration 30Q: 3 clusters Score -2613230 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2613283.250000 Penalty: 4893.506836
	Iteration 31Q: 3 clusters Score -2613283 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2613361.000000 Penalty: 4893.506836
	Iteration 32Q: 3 clusters Score -2613361 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2613407.750000 Penalty: 4893.506836
	Iteration 33Q: 3 clusters Score -2613408 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2613457.250000 Penalty: 4893.506836
	Iteration 34Q: 3 clusters Score -2613457 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2613523.250000 Penalty: 4893.506836
	Iteration 35Q: 3 clusters Score -2613523 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2613587.500000 Penalty: 4893.506836
	Iteration 36Q: 3 clusters Score -2613588 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2613645.250000 Penalty: 4893.506836
	Iteration 37Q: 3 clusters Score -2613645 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2613699.750000 Penalty: 4893.506836
	Iteration 38Q: 3 clusters Score -2613700 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2613750.250000 Penalty: 4893.506836
	Iteration 39Q: 3 clusters Score -2613750 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2613803.500000 Penalty: 4893.506836
	Iteration 40F: 3 clusters Score -2613804 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2613846.500000 Penalty: 4893.506836
	Iteration 41Q: 3 clusters Score -2613846 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2613873.250000 Penalty: 4893.506836
	Iteration 42Q: 3 clusters Score -2613873 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2613905.000000 Penalty: 4893.506836
	Iteration 43Q: 3 clusters Score -2613905 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2613935.500000 Penalty: 4893.506836
	Iteration 44Q: 3 clusters Score -2613936 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2613960.250000 Penalty: 4893.506836
	Iteration 45Q: 3 clusters Score -2613960 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2613989.750000 Penalty: 4893.506836
	Iteration 46Q: 3 clusters Score -2613990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2614006.000000 Penalty: 4893.506836
	Iteration 47Q: 3 clusters Score -2614006 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2614032.750000 Penalty: 4893.506836
	Iteration 48Q: 3 clusters Score -2614033 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2614059.000000 Penalty: 4893.506836
	Iteration 49Q: 3 clusters Score -2614059 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2614083.500000 Penalty: 4893.506836
	Iteration 50Q: 3 clusters Score -2614084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2614112.000000 Penalty: 4893.506836
	Iteration 51Q: 3 clusters Score -2614112 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2614137.000000 Penalty: 4893.506836
	Iteration 52Q: 3 clusters Score -2614137 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2614155.750000 Penalty: 4893.506836
	Iteration 53Q: 3 clusters Score -2614156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2614168.500000 Penalty: 4893.506836
	Iteration 54Q: 3 clusters Score -2614168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2614180.500000 Penalty: 4893.506836
	Iteration 55Q: 3 clusters Score -2614180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2614182.500000 Penalty: 4893.506836
	Iteration 56Q: 3 clusters Score -2614182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2614191.250000 Penalty: 4893.506836
	Iteration 57Q: 3 clusters Score -2614191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2614199.250000 Penalty: 4893.506836
	Iteration 58Q: 3 clusters Score -2614199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2614210.250000 Penalty: 4893.506836
	Iteration 59Q: 3 clusters Score -2614210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2614213.000000 Penalty: 4893.506836
	Iteration 60F: 3 clusters Score -2614213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2614218.750000 Penalty: 4893.506836
	Iteration 61Q: 3 clusters Score -2614219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2614231.000000 Penalty: 4893.506836
	Iteration 62Q: 3 clusters Score -2614231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2614244.250000 Penalty: 4893.506836
	Iteration 63Q: 3 clusters Score -2614244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2614251.500000 Penalty: 4893.506836
	Iteration 64Q: 3 clusters Score -2614252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2614257.750000 Penalty: 4893.506836
	Iteration 65Q: 3 clusters Score -2614258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2614272.000000 Penalty: 4893.506836
	Iteration 66Q: 3 clusters Score -2614272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2614286.000000 Penalty: 4893.506836
	Iteration 67Q: 3 clusters Score -2614286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2614304.500000 Penalty: 4893.506836
	Iteration 68Q: 3 clusters Score -2614304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2614324.750000 Penalty: 4893.506836
	Iteration 69Q: 3 clusters Score -2614325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2614332.000000 Penalty: 4893.506836
	Iteration 70Q: 3 clusters Score -2614332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2614350.500000 Penalty: 4893.506836
	Iteration 71Q: 3 clusters Score -2614350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2614360.000000 Penalty: 4893.506836
	Iteration 72Q: 3 clusters Score -2614360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2614380.000000 Penalty: 4893.506836
	Iteration 73Q: 3 clusters Score -2614380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2614401.750000 Penalty: 4893.506836
	Iteration 74Q: 3 clusters Score -2614402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2614421.750000 Penalty: 4893.506836
	Iteration 75Q: 3 clusters Score -2614422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2614449.250000 Penalty: 4893.506836
	Iteration 76Q: 3 clusters Score -2614449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2614466.000000 Penalty: 4893.506836
	Iteration 77Q: 3 clusters Score -2614466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2614479.000000 Penalty: 4893.506836
	Iteration 78Q: 3 clusters Score -2614479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2614504.250000 Penalty: 4893.506836
	Iteration 79Q: 3 clusters Score -2614504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2614516.000000 Penalty: 4893.506836
	Iteration 80F: 3 clusters Score -2614516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2614523.750000 Penalty: 4893.506836
	Iteration 81Q: 3 clusters Score -2614524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2614533.500000 Penalty: 4893.506836
	Iteration 82Q: 3 clusters Score -2614534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2614543.750000 Penalty: 4893.506836
	Iteration 83Q: 3 clusters Score -2614544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2614557.750000 Penalty: 4893.506836
	Iteration 84Q: 3 clusters Score -2614558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2614563.500000 Penalty: 4893.506836
	Iteration 85Q: 3 clusters Score -2614564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2614572.750000 Penalty: 4893.506836
	Iteration 86Q: 3 clusters Score -2614573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2614585.250000 Penalty: 4893.506836
	Iteration 87Q: 3 clusters Score -2614585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2614599.250000 Penalty: 4893.506836
	Iteration 88Q: 3 clusters Score -2614599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2614603.500000 Penalty: 4893.506836
	Iteration 89Q: 3 clusters Score -2614604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2614605.500000 Penalty: 4893.506836
	Iteration 90Q: 3 clusters Score -2614606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2614605.500000 Penalty: 4893.506836
	Iteration 91Q: 3 clusters Score -2614606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2614606.750000 Penalty: 4893.506836
	Iteration 92Q: 3 clusters Score -2614607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2614609.000000 Penalty: 4893.506836
	Iteration 93Q: 3 clusters Score -2614609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2614608.250000 Penalty: 4893.506836
	Iteration 94Q: 3 clusters Score -2614608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2614612.500000 Penalty: 4893.506836
	Iteration 95Q: 3 clusters Score -2614612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2614612.500000 Penalty: 4893.506836
	Iteration 96F: 3 clusters Score -2614612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Entering Unmasked Estep 
Score: -348522.968750 Penalty: 1940.264282
	Iteration 0F: 2 clusters Score -348523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -345575.187500 Penalty: 3880.528564
	Iteration 0F: 3 clusters Score -345575.2 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -346150.031250 Penalty: 3880.528564
	Iteration 1F: 3 clusters Score -346150 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -346311.125000 Penalty: 3880.528564
	Iteration 2F: 3 clusters Score -346311.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -346386.750000 Penalty: 3880.528564
	Iteration 3Q: 3 clusters Score -346386.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -346430.000000 Penalty: 3880.528564
	Iteration 4Q: 3 clusters Score -346430 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -346471.062500 Penalty: 3880.528564
	Iteration 5Q: 3 clusters Score -346471.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -346497.750000 Penalty: 3880.528564
	Iteration 6Q: 3 clusters Score -346497.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -346518.656250 Penalty: 3880.528564
	Iteration 7Q: 3 clusters Score -346518.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -346536.187500 Penalty: 3880.528564
	Iteration 8Q: 3 clusters Score -346536.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -346554.187500 Penalty: 3880.528564
	Iteration 9Q: 3 clusters Score -346554.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -346562.062500 Penalty: 3880.528564
	Iteration 10Q: 3 clusters Score -346562.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -346568.000000 Penalty: 3880.528564
	Iteration 11Q: 3 clusters Score -346568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -346572.625000 Penalty: 3880.528564
	Iteration 12Q: 3 clusters Score -346572.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -346577.906250 Penalty: 3880.528564
	Iteration 13Q: 3 clusters Score -346577.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -346582.218750 Penalty: 3880.528564
	Iteration 14Q: 3 clusters Score -346582.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -346584.375000 Penalty: 3880.528564
	Iteration 15Q: 3 clusters Score -346584.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -346587.781250 Penalty: 3880.528564
	Iteration 16Q: 3 clusters Score -346587.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -346589.656250 Penalty: 3880.528564
	Iteration 17Q: 3 clusters Score -346589.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -346590.875000 Penalty: 3880.528564
	Iteration 18Q: 3 clusters Score -346590.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -346592.656250 Penalty: 3880.528564
	Iteration 19Q: 3 clusters Score -346592.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -346592.250000 Penalty: 3880.528564
	Iteration 20F: 3 clusters Score -346592.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Entering Unmasked Estep 
Score: -2276753.750000 Penalty: 2427.290039
	Iteration 0F: 2 clusters Score -2276754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2264116.750000 Penalty: 4854.580078
	Iteration 0F: 3 clusters Score -2264117 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2268353.750000 Penalty: 4854.580078
	Iteration 1F: 3 clusters Score -2268354 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2268909.500000 Penalty: 4854.580078
	Iteration 2F: 3 clusters Score -2268910 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2269591.000000 Penalty: 4854.580078
	Iteration 3F: 3 clusters Score -2269591 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2270475.500000 Penalty: 4854.580078
	Iteration 4F: 3 clusters Score -2270476 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2271459.000000 Penalty: 4854.580078
	Iteration 5F: 3 clusters Score -2271459 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2272371.250000 Penalty: 4854.580078
	Iteration 6F: 3 clusters Score -2272371 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2273091.750000 Penalty: 4854.580078
	Iteration 7F: 3 clusters Score -2273092 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2273689.000000 Penalty: 4854.580078
	Iteration 8Q: 3 clusters Score -2273689 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2274131.000000 Penalty: 4854.580078
	Iteration 9Q: 3 clusters Score -2274131 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2274469.250000 Penalty: 4854.580078
	Iteration 10Q: 3 clusters Score -2274469 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2274743.750000 Penalty: 4854.580078
	Iteration 11Q: 3 clusters Score -2274744 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2274950.000000 Penalty: 4854.580078
	Iteration 12Q: 3 clusters Score -2274950 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2275116.750000 Penalty: 4854.580078
	Iteration 13Q: 3 clusters Score -2275117 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2275292.500000 Penalty: 4854.580078
	Iteration 14Q: 3 clusters Score -2275292 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2275449.000000 Penalty: 4854.580078
	Iteration 15Q: 3 clusters Score -2275449 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2275584.500000 Penalty: 4854.580078
	Iteration 16Q: 3 clusters Score -2275584 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2275727.750000 Penalty: 4854.580078
	Iteration 17Q: 3 clusters Score -2275728 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2275849.000000 Penalty: 4854.580078
	Iteration 18Q: 3 clusters Score -2275849 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2275958.750000 Penalty: 4854.580078
	Iteration 19Q: 3 clusters Score -2275959 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2276027.750000 Penalty: 4854.580078
	Iteration 20F: 3 clusters Score -2276028 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2276088.750000 Penalty: 4854.580078
	Iteration 21Q: 3 clusters Score -2276089 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2276152.750000 Penalty: 4854.580078
	Iteration 22Q: 3 clusters Score -2276153 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2276210.000000 Penalty: 4854.580078
	Iteration 23Q: 3 clusters Score -2276210 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2276251.500000 Penalty: 4854.580078
	Iteration 24Q: 3 clusters Score -2276252 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2276304.000000 Penalty: 4854.580078
	Iteration 25Q: 3 clusters Score -2276304 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2276345.250000 Penalty: 4854.580078
	Iteration 26Q: 3 clusters Score -2276345 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2276357.500000 Penalty: 4854.580078
	Iteration 27Q: 3 clusters Score -2276358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2276378.250000 Penalty: 4854.580078
	Iteration 28Q: 3 clusters Score -2276378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2276382.500000 Penalty: 4854.580078
	Iteration 29Q: 3 clusters Score -2276382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2276393.250000 Penalty: 4854.580078
	Iteration 30Q: 3 clusters Score -2276393 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2276410.000000 Penalty: 4854.580078
	Iteration 31Q: 3 clusters Score -2276410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2276419.250000 Penalty: 4854.580078
	Iteration 32Q: 3 clusters Score -2276419 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2276428.000000 Penalty: 4854.580078
	Iteration 33Q: 3 clusters Score -2276428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2276441.750000 Penalty: 4854.580078
	Iteration 34Q: 3 clusters Score -2276442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2276446.750000 Penalty: 4854.580078
	Iteration 35Q: 3 clusters Score -2276447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2276452.500000 Penalty: 4854.580078
	Iteration 36Q: 3 clusters Score -2276452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2276462.500000 Penalty: 4854.580078
	Iteration 37Q: 3 clusters Score -2276462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2276471.750000 Penalty: 4854.580078
	Iteration 38Q: 3 clusters Score -2276472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2276474.250000 Penalty: 4854.580078
	Iteration 39Q: 3 clusters Score -2276474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2276472.500000 Penalty: 4854.580078
	Iteration 40F: 3 clusters Score -2276472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2276479.500000 Penalty: 4854.580078
	Iteration 41Q: 3 clusters Score -2276480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2276487.250000 Penalty: 4854.580078
	Iteration 42Q: 3 clusters Score -2276487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2276492.250000 Penalty: 4854.580078
	Iteration 43Q: 3 clusters Score -2276492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2276490.000000 Penalty: 4854.580078
	Iteration 44Q: 3 clusters Score -2276490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2276495.000000 Penalty: 4854.580078
	Iteration 45Q: 3 clusters Score -2276495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2276497.750000 Penalty: 4854.580078
	Iteration 46Q: 3 clusters Score -2276498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2276501.250000 Penalty: 4854.580078
	Iteration 47Q: 3 clusters Score -2276501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2276501.250000 Penalty: 4854.580078
	Iteration 48Q: 3 clusters Score -2276501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2276498.500000 Penalty: 4854.580078
	Iteration 49Q: 3 clusters Score -2276498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2276500.000000 Penalty: 4854.580078
	Iteration 50Q: 3 clusters Score -2276500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2276499.750000 Penalty: 4854.580078
	Iteration 51Q: 3 clusters Score -2276500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2276505.000000 Penalty: 4854.580078
	Iteration 52Q: 3 clusters Score -2276505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2276508.000000 Penalty: 4854.580078
	Iteration 53Q: 3 clusters Score -2276508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2276515.750000 Penalty: 4854.580078
	Iteration 54Q: 3 clusters Score -2276516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2276522.250000 Penalty: 4854.580078
	Iteration 55Q: 3 clusters Score -2276522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2276524.750000 Penalty: 4854.580078
	Iteration 56Q: 3 clusters Score -2276525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2276522.500000 Penalty: 4854.580078
	Iteration 57Q: 3 clusters Score -2276522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2276531.250000 Penalty: 4854.580078
	Iteration 58Q: 3 clusters Score -2276531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2276532.000000 Penalty: 4854.580078
	Iteration 59Q: 3 clusters Score -2276532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2276526.250000 Penalty: 4854.580078
	Iteration 60F: 3 clusters Score -2276526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2276526.250000 Penalty: 4854.580078
	Iteration 61Q: 3 clusters Score -2276526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2276524.250000 Penalty: 4854.580078
	Iteration 62Q: 3 clusters Score -2276524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2276529.000000 Penalty: 4854.580078
	Iteration 63Q: 3 clusters Score -2276529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2276528.500000 Penalty: 4854.580078
	Iteration 64Q: 3 clusters Score -2276528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2276527.000000 Penalty: 4854.580078
	Iteration 65Q: 3 clusters Score -2276527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2276529.500000 Penalty: 4854.580078
	Iteration 66Q: 3 clusters Score -2276530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2276530.750000 Penalty: 4854.580078
	Iteration 67Q: 3 clusters Score -2276531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2276526.250000 Penalty: 4854.580078
	Iteration 68Q: 3 clusters Score -2276526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2276526.250000 Penalty: 4854.580078
	Iteration 69F: 3 clusters Score -2276526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Entering Unmasked Estep 
Score: -5159912.500000 Penalty: 2609.066406
	Iteration 0F: 2 clusters Score -5159912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -5134701.500000 Penalty: 5218.132812
	Iteration 0F: 3 clusters Score -5134702 nChanged 16977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -5144160.500000 Penalty: 5218.132812
	Iteration 1F: 3 clusters Score -5144160 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -5144648.000000 Penalty: 5218.132812
	Iteration 2Q: 3 clusters Score -5144648 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -5145124.000000 Penalty: 5218.132812
	Iteration 3Q: 3 clusters Score -5145124 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -5145586.000000 Penalty: 5218.132812
	Iteration 4Q: 3 clusters Score -5145586 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -5146236.000000 Penalty: 5218.132812
	Iteration 5Q: 3 clusters Score -5146236 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -5147155.000000 Penalty: 5218.132812
	Iteration 6Q: 3 clusters Score -5147155 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -5148514.500000 Penalty: 5218.132812
	Iteration 7F: 3 clusters Score -5148514 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -5150500.000000 Penalty: 5218.132812
	Iteration 8F: 3 clusters Score -5150500 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -5152939.500000 Penalty: 5218.132812
	Iteration 9F: 3 clusters Score -5152940 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5155074.000000 Penalty: 5218.132812
	Iteration 10F: 3 clusters Score -5155074 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5156442.000000 Penalty: 5218.132812
	Iteration 11Q: 3 clusters Score -5156442 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5157104.000000 Penalty: 5218.132812
	Iteration 12Q: 3 clusters Score -5157104 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5157352.500000 Penalty: 5218.132812
	Iteration 13Q: 3 clusters Score -5157352 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5157463.000000 Penalty: 5218.132812
	Iteration 14Q: 3 clusters Score -5157463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5157519.500000 Penalty: 5218.132812
	Iteration 15Q: 3 clusters Score -5157520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5157572.000000 Penalty: 5218.132812
	Iteration 16Q: 3 clusters Score -5157572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5157601.500000 Penalty: 5218.132812
	Iteration 17Q: 3 clusters Score -5157602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5157615.500000 Penalty: 5218.132812
	Iteration 18Q: 3 clusters Score -5157616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5157628.500000 Penalty: 5218.132812
	Iteration 19Q: 3 clusters Score -5157628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5157637.500000 Penalty: 5218.132812
	Iteration 20F: 3 clusters Score -5157638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5157636.500000 Penalty: 5218.132812
	Iteration 21Q: 3 clusters Score -5157636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5157645.500000 Penalty: 5218.132812
	Iteration 22Q: 3 clusters Score -5157646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5157646.500000 Penalty: 5218.132812
	Iteration 23Q: 3 clusters Score -5157646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5157650.500000 Penalty: 5218.132812
	Iteration 24Q: 3 clusters Score -5157650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5157651.000000 Penalty: 5218.132812
	Iteration 25Q: 3 clusters Score -5157651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5157657.500000 Penalty: 5218.132812
	Iteration 26Q: 3 clusters Score -5157658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5157657.500000 Penalty: 5218.132812
	Iteration 27F: 3 clusters Score -5157658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (166556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166556 members 
Entering Unmasked Estep 
Score: -22763756.000000 Penalty: 2981.725586
	Iteration 0F: 2 clusters Score -2.276376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 82949 members 
Entering Unmasked Estep 
Score: -22652822.000000 Penalty: 5963.451172
	Iteration 0F: 3 clusters Score -2.265282e+07 nChanged 79574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86725 members 
Mstep: Class 2 contains 79831 members 
Entering Unmasked Estep 
Score: -22698296.000000 Penalty: 5963.451172
	Iteration 1F: 3 clusters Score -2.26983e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 77686 members 
Entering Unmasked Estep 
Score: -22699350.000000 Penalty: 5963.451172
	Iteration 2Q: 3 clusters Score -2.269935e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92175 members 
Mstep: Class 2 contains 74381 members 
Entering Unmasked Estep 
Score: -22700912.000000 Penalty: 5963.451172
	Iteration 3Q: 3 clusters Score -2.270091e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97249 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -22703440.000000 Penalty: 5963.451172
	Iteration 4Q: 3 clusters Score -2.270344e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104794 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -22707610.000000 Penalty: 5963.451172
	Iteration 5Q: 3 clusters Score -2.270761e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115325 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -22714534.000000 Penalty: 5963.451172
	Iteration 6F: 3 clusters Score -2.271453e+07 nChanged 13364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128633 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -22725412.000000 Penalty: 5963.451172
	Iteration 7F: 3 clusters Score -2.272541e+07 nChanged 14439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143070 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -22738826.000000 Penalty: 5963.451172
	Iteration 8F: 3 clusters Score -2.273883e+07 nChanged 11912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154982 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -22750094.000000 Penalty: 5963.451172
	Iteration 9F: 3 clusters Score -2.275009e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162146 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -22756978.000000 Penalty: 5963.451172
	Iteration 10Q: 3 clusters Score -2.275698e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165113 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -22759826.000000 Penalty: 5963.451172
	Iteration 11Q: 3 clusters Score -2.275983e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165975 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -22760622.000000 Penalty: 5963.451172
	Iteration 12Q: 3 clusters Score -2.276062e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166195 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -22760868.000000 Penalty: 5963.451172
	Iteration 13Q: 3 clusters Score -2.276087e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166280 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -22760996.000000 Penalty: 5963.451172
	Iteration 14Q: 3 clusters Score -2.2761e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166304 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -22761044.000000 Penalty: 5963.451172
	Iteration 15Q: 3 clusters Score -2.276104e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166324 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22761074.000000 Penalty: 5963.451172
	Iteration 16Q: 3 clusters Score -2.276107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166331 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22761072.000000 Penalty: 5963.451172
	Iteration 17Q: 3 clusters Score -2.276107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166334 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22761090.000000 Penalty: 5963.451172
	Iteration 18Q: 3 clusters Score -2.276109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166334 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22761090.000000 Penalty: 5963.451172
	Iteration 19Q: 3 clusters Score -2.276109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166335 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22761088.000000 Penalty: 5963.451172
	Iteration 20F: 3 clusters Score -2.276109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Entering Unmasked Estep 
Score: -3516641.000000 Penalty: 2521.798096
	Iteration 0F: 2 clusters Score -3516641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -3498666.250000 Penalty: 5043.596191
	Iteration 0F: 3 clusters Score -3498666 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -3505180.500000 Penalty: 5043.596191
	Iteration 1F: 3 clusters Score -3505180 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -3505874.250000 Penalty: 5043.596191
	Iteration 2F: 3 clusters Score -3505874 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -3506859.000000 Penalty: 5043.596191
	Iteration 3F: 3 clusters Score -3506859 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -3508224.750000 Penalty: 5043.596191
	Iteration 4F: 3 clusters Score -3508225 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3509911.750000 Penalty: 5043.596191
	Iteration 5F: 3 clusters Score -3509912 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3511521.750000 Penalty: 5043.596191
	Iteration 6F: 3 clusters Score -3511522 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -3512654.000000 Penalty: 5043.596191
	Iteration 7F: 3 clusters Score -3512654 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3513425.500000 Penalty: 5043.596191
	Iteration 8Q: 3 clusters Score -3513426 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3514103.000000 Penalty: 5043.596191
	Iteration 9Q: 3 clusters Score -3514103 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3514836.500000 Penalty: 5043.596191
	Iteration 10Q: 3 clusters Score -3514836 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3515172.500000 Penalty: 5043.596191
	Iteration 11Q: 3 clusters Score -3515172 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3515244.500000 Penalty: 5043.596191
	Iteration 12Q: 3 clusters Score -3515244 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3515285.000000 Penalty: 5043.596191
	Iteration 13Q: 3 clusters Score -3515285 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3515285.250000 Penalty: 5043.596191
	Iteration 14Q: 3 clusters Score -3515285 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3515293.000000 Penalty: 5043.596191
	Iteration 15Q: 3 clusters Score -3515293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3515301.500000 Penalty: 5043.596191
	Iteration 16Q: 3 clusters Score -3515302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3515304.500000 Penalty: 5043.596191
	Iteration 17Q: 3 clusters Score -3515304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3515313.750000 Penalty: 5043.596191
	Iteration 18Q: 3 clusters Score -3515314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3515318.000000 Penalty: 5043.596191
	Iteration 19Q: 3 clusters Score -3515318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3515326.750000 Penalty: 5043.596191
	Iteration 20F: 3 clusters Score -3515327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3515331.500000 Penalty: 5043.596191
	Iteration 21Q: 3 clusters Score -3515332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3515330.750000 Penalty: 5043.596191
	Iteration 22Q: 3 clusters Score -3515331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3515332.250000 Penalty: 5043.596191
	Iteration 23Q: 3 clusters Score -3515332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3515333.500000 Penalty: 5043.596191
	Iteration 24Q: 3 clusters Score -3515334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3515333.500000 Penalty: 5043.596191
	Iteration 25Q: 3 clusters Score -3515334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3515337.750000 Penalty: 5043.596191
	Iteration 26Q: 3 clusters Score -3515338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3515333.500000 Penalty: 5043.596191
	Iteration 27Q: 3 clusters Score -3515334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3515337.250000 Penalty: 5043.596191
	Iteration 28Q: 3 clusters Score -3515337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3515341.000000 Penalty: 5043.596191
	Iteration 29Q: 3 clusters Score -3515341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3515340.500000 Penalty: 5043.596191
	Iteration 30Q: 3 clusters Score -3515340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3515340.750000 Penalty: 5043.596191
	Iteration 31Q: 3 clusters Score -3515341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3515341.500000 Penalty: 5043.596191
	Iteration 32Q: 3 clusters Score -3515342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3515339.000000 Penalty: 5043.596191
	Iteration 33Q: 3 clusters Score -3515339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3515339.000000 Penalty: 5043.596191
	Iteration 34F: 3 clusters Score -3515339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Entering Unmasked Estep 
Score: -2563036.500000 Penalty: 2441.877930
	Iteration 0F: 2 clusters Score -2563036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2549689.000000 Penalty: 4883.755859
	Iteration 0F: 3 clusters Score -2549689 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2554097.250000 Penalty: 4883.755859
	Iteration 1F: 3 clusters Score -2554097 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2554489.250000 Penalty: 4883.755859
	Iteration 2F: 3 clusters Score -2554489 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2554801.000000 Penalty: 4883.755859
	Iteration 3Q: 3 clusters Score -2554801 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2555114.500000 Penalty: 4883.755859
	Iteration 4Q: 3 clusters Score -2555114 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2555521.750000 Penalty: 4883.755859
	Iteration 5Q: 3 clusters Score -2555522 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2555974.000000 Penalty: 4883.755859
	Iteration 6Q: 3 clusters Score -2555974 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2556450.250000 Penalty: 4883.755859
	Iteration 7Q: 3 clusters Score -2556450 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2556895.000000 Penalty: 4883.755859
	Iteration 8Q: 3 clusters Score -2556895 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2557300.750000 Penalty: 4883.755859
	Iteration 9Q: 3 clusters Score -2557301 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2557684.000000 Penalty: 4883.755859
	Iteration 10Q: 3 clusters Score -2557684 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2558025.750000 Penalty: 4883.755859
	Iteration 11Q: 3 clusters Score -2558026 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2558341.250000 Penalty: 4883.755859
	Iteration 12Q: 3 clusters Score -2558341 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2558654.250000 Penalty: 4883.755859
	Iteration 13Q: 3 clusters Score -2558654 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2558978.750000 Penalty: 4883.755859
	Iteration 14Q: 3 clusters Score -2558979 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2559331.750000 Penalty: 4883.755859
	Iteration 15Q: 3 clusters Score -2559332 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2559729.000000 Penalty: 4883.755859
	Iteration 16Q: 3 clusters Score -2559729 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2560106.750000 Penalty: 4883.755859
	Iteration 17Q: 3 clusters Score -2560107 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2560408.250000 Penalty: 4883.755859
	Iteration 18Q: 3 clusters Score -2560408 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2560636.250000 Penalty: 4883.755859
	Iteration 19Q: 3 clusters Score -2560636 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2560862.000000 Penalty: 4883.755859
	Iteration 20F: 3 clusters Score -2560862 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2561033.500000 Penalty: 4883.755859
	Iteration 21Q: 3 clusters Score -2561034 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2561204.000000 Penalty: 4883.755859
	Iteration 22Q: 3 clusters Score -2561204 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2561327.000000 Penalty: 4883.755859
	Iteration 23Q: 3 clusters Score -2561327 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2561456.000000 Penalty: 4883.755859
	Iteration 24Q: 3 clusters Score -2561456 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2561560.500000 Penalty: 4883.755859
	Iteration 25Q: 3 clusters Score -2561560 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2561666.750000 Penalty: 4883.755859
	Iteration 26Q: 3 clusters Score -2561667 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2561744.750000 Penalty: 4883.755859
	Iteration 27Q: 3 clusters Score -2561745 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2561841.750000 Penalty: 4883.755859
	Iteration 28Q: 3 clusters Score -2561842 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2561944.000000 Penalty: 4883.755859
	Iteration 29Q: 3 clusters Score -2561944 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2562022.750000 Penalty: 4883.755859
	Iteration 30Q: 3 clusters Score -2562023 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2562108.500000 Penalty: 4883.755859
	Iteration 31Q: 3 clusters Score -2562108 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2562215.500000 Penalty: 4883.755859
	Iteration 32Q: 3 clusters Score -2562216 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2562301.750000 Penalty: 4883.755859
	Iteration 33Q: 3 clusters Score -2562302 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2562382.250000 Penalty: 4883.755859
	Iteration 34Q: 3 clusters Score -2562382 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2562434.750000 Penalty: 4883.755859
	Iteration 35Q: 3 clusters Score -2562435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2562449.500000 Penalty: 4883.755859
	Iteration 36Q: 3 clusters Score -2562450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2562461.500000 Penalty: 4883.755859
	Iteration 37Q: 3 clusters Score -2562462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2562465.250000 Penalty: 4883.755859
	Iteration 38Q: 3 clusters Score -2562465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2562463.250000 Penalty: 4883.755859
	Iteration 39Q: 3 clusters Score -2562463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2562460.750000 Penalty: 4883.755859
	Iteration 40F: 3 clusters Score -2562461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2562460.000000 Penalty: 4883.755859
	Iteration 41Q: 3 clusters Score -2562460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2562460.000000 Penalty: 4883.755859
	Iteration 42F: 3 clusters Score -2562460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Entering Unmasked Estep 
Score: -2592125.500000 Penalty: 2463.383545
	Iteration 0F: 2 clusters Score -2592126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2577630.750000 Penalty: 4926.767090
	Iteration 0F: 3 clusters Score -2577631 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2582684.250000 Penalty: 4926.767090
	Iteration 1F: 3 clusters Score -2582684 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2583352.750000 Penalty: 4926.767090
	Iteration 2F: 3 clusters Score -2583353 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2584090.000000 Penalty: 4926.767090
	Iteration 3F: 3 clusters Score -2584090 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2584886.250000 Penalty: 4926.767090
	Iteration 4F: 3 clusters Score -2584886 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2585691.500000 Penalty: 4926.767090
	Iteration 5F: 3 clusters Score -2585692 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2586415.500000 Penalty: 4926.767090
	Iteration 6F: 3 clusters Score -2586416 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2587095.250000 Penalty: 4926.767090
	Iteration 7F: 3 clusters Score -2587095 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2587685.000000 Penalty: 4926.767090
	Iteration 8Q: 3 clusters Score -2587685 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2588169.750000 Penalty: 4926.767090
	Iteration 9Q: 3 clusters Score -2588170 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2588596.750000 Penalty: 4926.767090
	Iteration 10Q: 3 clusters Score -2588597 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2588948.500000 Penalty: 4926.767090
	Iteration 11Q: 3 clusters Score -2588948 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2589242.000000 Penalty: 4926.767090
	Iteration 12Q: 3 clusters Score -2589242 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2589488.250000 Penalty: 4926.767090
	Iteration 13Q: 3 clusters Score -2589488 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2589668.750000 Penalty: 4926.767090
	Iteration 14Q: 3 clusters Score -2589669 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2589790.250000 Penalty: 4926.767090
	Iteration 15Q: 3 clusters Score -2589790 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2589914.000000 Penalty: 4926.767090
	Iteration 16Q: 3 clusters Score -2589914 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2590018.000000 Penalty: 4926.767090
	Iteration 17Q: 3 clusters Score -2590018 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2590098.500000 Penalty: 4926.767090
	Iteration 18Q: 3 clusters Score -2590098 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2590168.750000 Penalty: 4926.767090
	Iteration 19Q: 3 clusters Score -2590169 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2590223.000000 Penalty: 4926.767090
	Iteration 20F: 3 clusters Score -2590223 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2590288.750000 Penalty: 4926.767090
	Iteration 21Q: 3 clusters Score -2590289 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2590332.500000 Penalty: 4926.767090
	Iteration 22Q: 3 clusters Score -2590332 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2590370.500000 Penalty: 4926.767090
	Iteration 23Q: 3 clusters Score -2590370 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2590393.750000 Penalty: 4926.767090
	Iteration 24Q: 3 clusters Score -2590394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2590416.750000 Penalty: 4926.767090
	Iteration 25Q: 3 clusters Score -2590417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2590426.000000 Penalty: 4926.767090
	Iteration 26Q: 3 clusters Score -2590426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2590432.500000 Penalty: 4926.767090
	Iteration 27Q: 3 clusters Score -2590432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2590448.750000 Penalty: 4926.767090
	Iteration 28Q: 3 clusters Score -2590449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2590459.750000 Penalty: 4926.767090
	Iteration 29Q: 3 clusters Score -2590460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2590468.250000 Penalty: 4926.767090
	Iteration 30Q: 3 clusters Score -2590468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2590476.000000 Penalty: 4926.767090
	Iteration 31Q: 3 clusters Score -2590476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2590481.750000 Penalty: 4926.767090
	Iteration 32Q: 3 clusters Score -2590482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2590486.750000 Penalty: 4926.767090
	Iteration 33Q: 3 clusters Score -2590487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2590488.250000 Penalty: 4926.767090
	Iteration 34Q: 3 clusters Score -2590488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2590486.250000 Penalty: 4926.767090
	Iteration 35Q: 3 clusters Score -2590486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2590489.000000 Penalty: 4926.767090
	Iteration 36Q: 3 clusters Score -2590489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2590489.500000 Penalty: 4926.767090
	Iteration 37Q: 3 clusters Score -2590490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2590488.250000 Penalty: 4926.767090
	Iteration 38Q: 3 clusters Score -2590488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2590495.000000 Penalty: 4926.767090
	Iteration 39Q: 3 clusters Score -2590495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2590495.000000 Penalty: 4926.767090
	Iteration 40F: 3 clusters Score -2590495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2590497.750000 Penalty: 4926.767090
	Iteration 41Q: 3 clusters Score -2590498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2590499.250000 Penalty: 4926.767090
	Iteration 42Q: 3 clusters Score -2590499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2590498.000000 Penalty: 4926.767090
	Iteration 43Q: 3 clusters Score -2590498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2590498.000000 Penalty: 4926.767090
	Iteration 44F: 3 clusters Score -2590498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -260557.328125 Penalty: 1888.593994
	Iteration 0F: 2 clusters Score -260557.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -257937.468750 Penalty: 3777.187988
	Iteration 0F: 3 clusters Score -257937.5 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -258462.203125 Penalty: 3777.187988
	Iteration 1F: 3 clusters Score -258462.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -258683.390625 Penalty: 3777.187988
	Iteration 2F: 3 clusters Score -258683.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -258906.281250 Penalty: 3777.187988
	Iteration 3F: 3 clusters Score -258906.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -259162.921875 Penalty: 3777.187988
	Iteration 4F: 3 clusters Score -259162.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -259392.968750 Penalty: 3777.187988
	Iteration 5F: 3 clusters Score -259393 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -259580.515625 Penalty: 3777.187988
	Iteration 6F: 3 clusters Score -259580.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -259706.875000 Penalty: 3777.187988
	Iteration 7Q: 3 clusters Score -259706.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -259776.500000 Penalty: 3777.187988
	Iteration 8Q: 3 clusters Score -259776.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -259826.750000 Penalty: 3777.187988
	Iteration 9Q: 3 clusters Score -259826.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -259873.078125 Penalty: 3777.187988
	Iteration 10Q: 3 clusters Score -259873.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -259914.093750 Penalty: 3777.187988
	Iteration 11Q: 3 clusters Score -259914.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -259938.640625 Penalty: 3777.187988
	Iteration 12Q: 3 clusters Score -259938.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -259944.468750 Penalty: 3777.187988
	Iteration 13Q: 3 clusters Score -259944.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -259947.406250 Penalty: 3777.187988
	Iteration 14Q: 3 clusters Score -259947.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -259952.609375 Penalty: 3777.187988
	Iteration 15Q: 3 clusters Score -259952.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -259954.343750 Penalty: 3777.187988
	Iteration 16Q: 3 clusters Score -259954.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -259955.812500 Penalty: 3777.187988
	Iteration 17Q: 3 clusters Score -259955.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -259958.781250 Penalty: 3777.187988
	Iteration 18Q: 3 clusters Score -259958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -259960.187500 Penalty: 3777.187988
	Iteration 19Q: 3 clusters Score -259960.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -259961.468750 Penalty: 3777.187988
	Iteration 20F: 3 clusters Score -259961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -259963.125000 Penalty: 3777.187988
	Iteration 21Q: 3 clusters Score -259963.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -259963.125000 Penalty: 3777.187988
	Iteration 22F: 3 clusters Score -259963.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -701711.500000 Penalty: 2130.752441
	Iteration 0F: 2 clusters Score -701711.5 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 2668 members 
Entering Unmasked Estep 
Score: -696973.500000 Penalty: 4261.504883
	Iteration 0F: 3 clusters Score -696973.5 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -698269.187500 Penalty: 4261.504883
	Iteration 1F: 3 clusters Score -698269.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -698556.062500 Penalty: 4261.504883
	Iteration 2F: 3 clusters Score -698556.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -698800.687500 Penalty: 4261.504883
	Iteration 3F: 3 clusters Score -698800.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -699044.312500 Penalty: 4261.504883
	Iteration 4F: 3 clusters Score -699044.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -699246.937500 Penalty: 4261.504883
	Iteration 5Q: 3 clusters Score -699246.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -699423.937500 Penalty: 4261.504883
	Iteration 6Q: 3 clusters Score -699423.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -699550.625000 Penalty: 4261.504883
	Iteration 7Q: 3 clusters Score -699550.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -699675.687500 Penalty: 4261.504883
	Iteration 8Q: 3 clusters Score -699675.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -699770.937500 Penalty: 4261.504883
	Iteration 9Q: 3 clusters Score -699770.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -699861.375000 Penalty: 4261.504883
	Iteration 10Q: 3 clusters Score -699861.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -699945.500000 Penalty: 4261.504883
	Iteration 11Q: 3 clusters Score -699945.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -700046.875000 Penalty: 4261.504883
	Iteration 12Q: 3 clusters Score -700046.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -700142.375000 Penalty: 4261.504883
	Iteration 13Q: 3 clusters Score -700142.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -700211.750000 Penalty: 4261.504883
	Iteration 14Q: 3 clusters Score -700211.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -700278.000000 Penalty: 4261.504883
	Iteration 15Q: 3 clusters Score -700278 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -700343.625000 Penalty: 4261.504883
	Iteration 16Q: 3 clusters Score -700343.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -700405.375000 Penalty: 4261.504883
	Iteration 17Q: 3 clusters Score -700405.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -700476.250000 Penalty: 4261.504883
	Iteration 18Q: 3 clusters Score -700476.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -700548.000000 Penalty: 4261.504883
	Iteration 19Q: 3 clusters Score -700548 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -700619.000000 Penalty: 4261.504883
	Iteration 20F: 3 clusters Score -700619 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -700697.937500 Penalty: 4261.504883
	Iteration 21Q: 3 clusters Score -700697.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -700778.125000 Penalty: 4261.504883
	Iteration 22Q: 3 clusters Score -700778.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -700849.000000 Penalty: 4261.504883
	Iteration 23Q: 3 clusters Score -700849 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -700936.750000 Penalty: 4261.504883
	Iteration 24Q: 3 clusters Score -700936.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -701046.000000 Penalty: 4261.504883
	Iteration 25Q: 3 clusters Score -701046 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -701146.562500 Penalty: 4261.504883
	Iteration 26Q: 3 clusters Score -701146.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -701207.625000 Penalty: 4261.504883
	Iteration 27Q: 3 clusters Score -701207.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -701244.750000 Penalty: 4261.504883
	Iteration 28Q: 3 clusters Score -701244.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -701273.375000 Penalty: 4261.504883
	Iteration 29Q: 3 clusters Score -701273.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -701285.125000 Penalty: 4261.504883
	Iteration 30Q: 3 clusters Score -701285.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -701296.062500 Penalty: 4261.504883
	Iteration 31Q: 3 clusters Score -701296.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -701302.500000 Penalty: 4261.504883
	Iteration 32Q: 3 clusters Score -701302.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -701308.750000 Penalty: 4261.504883
	Iteration 33Q: 3 clusters Score -701308.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -701311.750000 Penalty: 4261.504883
	Iteration 34Q: 3 clusters Score -701311.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -701314.750000 Penalty: 4261.504883
	Iteration 35Q: 3 clusters Score -701314.8 nChanged 5
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: -701315.812500 Penalty: 4261.504883
	Iteration 36Q: 3 clusters Score -701315.8 nChanged 0
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: -701315.812500 Penalty: 4261.504883
	Iteration 37F: 3 clusters Score -701315.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -133790.125000 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -133790.1 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 548 members 
Entering Unmasked Estep 
Score: -131812.109375 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -131812.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -132312.625000 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -132312.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -132846.796875 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -132846.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -133510.546875 Penalty: 3459.341553
	Iteration 3F: 3 clusters Score -133510.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -133979.796875 Penalty: 3459.341553
	Iteration 4F: 3 clusters Score -133979.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -134156.515625 Penalty: 3459.341553
	Iteration 5Q: 3 clusters Score -134156.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -134235.328125 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -134235.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -134269.000000 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -134269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -134281.843750 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -134281.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -134285.937500 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -134285.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -134287.890625 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -134287.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -134300.125000 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -134300.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -134302.156250 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -134302.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -134304.937500 Penalty: 3459.341553
	Iteration 13Q: 3 clusters Score -134304.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -134306.546875 Penalty: 3459.341553
	Iteration 14Q: 3 clusters Score -134306.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -134308.500000 Penalty: 3459.341553
	Iteration 15Q: 3 clusters Score -134308.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -134309.859375 Penalty: 3459.341553
	Iteration 16Q: 3 clusters Score -134309.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -134315.828125 Penalty: 3459.341553
	Iteration 17Q: 3 clusters Score -134315.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -134321.609375 Penalty: 3459.341553
	Iteration 18Q: 3 clusters Score -134321.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -134329.812500 Penalty: 3459.341553
	Iteration 19Q: 3 clusters Score -134329.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -134339.703125 Penalty: 3459.341553
	Iteration 20F: 3 clusters Score -134339.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -134363.546875 Penalty: 3459.341553
	Iteration 21Q: 3 clusters Score -134363.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -134376.953125 Penalty: 3459.341553
	Iteration 22Q: 3 clusters Score -134377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -134383.593750 Penalty: 3459.341553
	Iteration 23Q: 3 clusters Score -134383.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -134387.265625 Penalty: 3459.341553
	Iteration 24Q: 3 clusters Score -134387.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -134395.609375 Penalty: 3459.341553
	Iteration 25Q: 3 clusters Score -134395.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -134406.640625 Penalty: 3459.341553
	Iteration 26Q: 3 clusters Score -134406.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -134430.843750 Penalty: 3459.341553
	Iteration 27Q: 3 clusters Score -134430.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -134482.234375 Penalty: 3459.341553
	Iteration 28Q: 3 clusters Score -134482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -134486.703125 Penalty: 3459.341553
	Iteration 29Q: 3 clusters Score -134486.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -134486.703125 Penalty: 3459.341553
	Iteration 30F: 3 clusters Score -134486.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154991 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166556 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20599 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 279 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88627 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20624 members 
Mstep: Class 23 contains 64762 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Mstep: Class 33 contains 790 members 
Entering Unmasked Estep 
Score: -100910392.000000 Penalty: 110858.882812
Splitting cluster 13 changes total score from -100911464.000000 to -100910392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (24362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Entering Unmasked Estep 
Score: -3191100.500000 Penalty: 2504.993408
	Iteration 0F: 2 clusters Score -3191100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -3174170.500000 Penalty: 5009.986816
	Iteration 0F: 3 clusters Score -3174170 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3180806.000000 Penalty: 5009.986816
	Iteration 1F: 3 clusters Score -3180806 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3182112.750000 Penalty: 5009.986816
	Iteration 2F: 3 clusters Score -3182113 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3183652.250000 Penalty: 5009.986816
	Iteration 3F: 3 clusters Score -3183652 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -3185187.500000 Penalty: 5009.986816
	Iteration 4F: 3 clusters Score -3185188 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3186465.250000 Penalty: 5009.986816
	Iteration 5F: 3 clusters Score -3186465 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -3187435.250000 Penalty: 5009.986816
	Iteration 6F: 3 clusters Score -3187435 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -3188083.750000 Penalty: 5009.986816
	Iteration 7Q: 3 clusters Score -3188084 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -3188509.500000 Penalty: 5009.986816
	Iteration 8Q: 3 clusters Score -3188510 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3188731.250000 Penalty: 5009.986816
	Iteration 9Q: 3 clusters Score -3188731 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -3188926.000000 Penalty: 5009.986816
	Iteration 10Q: 3 clusters Score -3188926 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -3189079.750000 Penalty: 5009.986816
	Iteration 11Q: 3 clusters Score -3189080 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -3189188.000000 Penalty: 5009.986816
	Iteration 12Q: 3 clusters Score -3189188 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -3189286.250000 Penalty: 5009.986816
	Iteration 13Q: 3 clusters Score -3189286 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -3189345.250000 Penalty: 5009.986816
	Iteration 14Q: 3 clusters Score -3189345 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3189411.750000 Penalty: 5009.986816
	Iteration 15Q: 3 clusters Score -3189412 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3189445.250000 Penalty: 5009.986816
	Iteration 16Q: 3 clusters Score -3189445 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3189472.500000 Penalty: 5009.986816
	Iteration 17Q: 3 clusters Score -3189472 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -3189511.000000 Penalty: 5009.986816
	Iteration 18Q: 3 clusters Score -3189511 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -3189528.250000 Penalty: 5009.986816
	Iteration 19Q: 3 clusters Score -3189528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -3189550.500000 Penalty: 5009.986816
	Iteration 20F: 3 clusters Score -3189550 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -3189573.250000 Penalty: 5009.986816
	Iteration 21Q: 3 clusters Score -3189573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -3189585.750000 Penalty: 5009.986816
	Iteration 22Q: 3 clusters Score -3189586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -3189592.250000 Penalty: 5009.986816
	Iteration 23Q: 3 clusters Score -3189592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -3189609.250000 Penalty: 5009.986816
	Iteration 24Q: 3 clusters Score -3189609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -3189625.750000 Penalty: 5009.986816
	Iteration 25Q: 3 clusters Score -3189626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -3189632.750000 Penalty: 5009.986816
	Iteration 26Q: 3 clusters Score -3189633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -3189648.000000 Penalty: 5009.986816
	Iteration 27Q: 3 clusters Score -3189648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -3189657.500000 Penalty: 5009.986816
	Iteration 28Q: 3 clusters Score -3189658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3189661.000000 Penalty: 5009.986816
	Iteration 29Q: 3 clusters Score -3189661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3189660.500000 Penalty: 5009.986816
	Iteration 30Q: 3 clusters Score -3189660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3189662.500000 Penalty: 5009.986816
	Iteration 31Q: 3 clusters Score -3189662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -3189666.000000 Penalty: 5009.986816
	Iteration 32Q: 3 clusters Score -3189666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3189672.000000 Penalty: 5009.986816
	Iteration 33Q: 3 clusters Score -3189672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -3189675.000000 Penalty: 5009.986816
	Iteration 34Q: 3 clusters Score -3189675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -3189676.000000 Penalty: 5009.986816
	Iteration 35Q: 3 clusters Score -3189676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3189670.500000 Penalty: 5009.986816
	Iteration 36Q: 3 clusters Score -3189670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -3189676.750000 Penalty: 5009.986816
	Iteration 37Q: 3 clusters Score -3189677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -3189674.250000 Penalty: 5009.986816
	Iteration 38Q: 3 clusters Score -3189674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -3189678.500000 Penalty: 5009.986816
	Iteration 39Q: 3 clusters Score -3189678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -3189675.750000 Penalty: 5009.986816
	Iteration 40F: 3 clusters Score -3189676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -3189683.500000 Penalty: 5009.986816
	Iteration 41Q: 3 clusters Score -3189684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3189685.750000 Penalty: 5009.986816
	Iteration 42Q: 3 clusters Score -3189686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -3189688.750000 Penalty: 5009.986816
	Iteration 43Q: 3 clusters Score -3189689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3189684.000000 Penalty: 5009.986816
	Iteration 44Q: 3 clusters Score -3189684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -3189684.000000 Penalty: 5009.986816
	Iteration 45Q: 3 clusters Score -3189684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3189683.750000 Penalty: 5009.986816
	Iteration 46Q: 3 clusters Score -3189684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -3189684.250000 Penalty: 5009.986816
	Iteration 47Q: 3 clusters Score -3189684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3189691.000000 Penalty: 5009.986816
	Iteration 48Q: 3 clusters Score -3189691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3189695.000000 Penalty: 5009.986816
	Iteration 49Q: 3 clusters Score -3189695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3189697.500000 Penalty: 5009.986816
	Iteration 50Q: 3 clusters Score -3189698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -3189694.750000 Penalty: 5009.986816
	Iteration 51Q: 3 clusters Score -3189695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -3189698.750000 Penalty: 5009.986816
	Iteration 52Q: 3 clusters Score -3189699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -3189695.250000 Penalty: 5009.986816
	Iteration 53Q: 3 clusters Score -3189695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -3189695.250000 Penalty: 5009.986816
	Iteration 54F: 3 clusters Score -3189695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Entering Unmasked Estep 
Score: -1243519.250000 Penalty: 2270.738037
	Iteration 0F: 2 clusters Score -1243519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1236145.125000 Penalty: 4541.476074
	Iteration 0F: 3 clusters Score -1236145 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1238238.000000 Penalty: 4541.476074
	Iteration 1F: 3 clusters Score -1238238 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1238474.625000 Penalty: 4541.476074
	Iteration 2F: 3 clusters Score -1238475 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1238620.250000 Penalty: 4541.476074
	Iteration 3Q: 3 clusters Score -1238620 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1238731.875000 Penalty: 4541.476074
	Iteration 4Q: 3 clusters Score -1238732 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1238824.375000 Penalty: 4541.476074
	Iteration 5Q: 3 clusters Score -1238824 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1238911.000000 Penalty: 4541.476074
	Iteration 6Q: 3 clusters Score -1238911 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1238993.250000 Penalty: 4541.476074
	Iteration 7Q: 3 clusters Score -1238993 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1239087.250000 Penalty: 4541.476074
	Iteration 8Q: 3 clusters Score -1239087 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1239195.000000 Penalty: 4541.476074
	Iteration 9Q: 3 clusters Score -1239195 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1239320.000000 Penalty: 4541.476074
	Iteration 10Q: 3 clusters Score -1239320 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1239467.500000 Penalty: 4541.476074
	Iteration 11Q: 3 clusters Score -1239468 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1239667.125000 Penalty: 4541.476074
	Iteration 12Q: 3 clusters Score -1239667 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1239900.125000 Penalty: 4541.476074
	Iteration 13Q: 3 clusters Score -1239900 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1240132.500000 Penalty: 4541.476074
	Iteration 14Q: 3 clusters Score -1240132 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1240345.500000 Penalty: 4541.476074
	Iteration 15Q: 3 clusters Score -1240346 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1240565.750000 Penalty: 4541.476074
	Iteration 16Q: 3 clusters Score -1240566 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1240792.000000 Penalty: 4541.476074
	Iteration 17Q: 3 clusters Score -1240792 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1240991.375000 Penalty: 4541.476074
	Iteration 18Q: 3 clusters Score -1240991 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1241132.125000 Penalty: 4541.476074
	Iteration 19Q: 3 clusters Score -1241132 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1241232.750000 Penalty: 4541.476074
	Iteration 20F: 3 clusters Score -1241233 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1241328.125000 Penalty: 4541.476074
	Iteration 21Q: 3 clusters Score -1241328 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1241389.250000 Penalty: 4541.476074
	Iteration 22Q: 3 clusters Score -1241389 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1241427.375000 Penalty: 4541.476074
	Iteration 23Q: 3 clusters Score -1241427 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1241457.875000 Penalty: 4541.476074
	Iteration 24Q: 3 clusters Score -1241458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1241473.375000 Penalty: 4541.476074
	Iteration 25Q: 3 clusters Score -1241473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1241481.250000 Penalty: 4541.476074
	Iteration 26Q: 3 clusters Score -1241481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1241486.750000 Penalty: 4541.476074
	Iteration 27Q: 3 clusters Score -1241487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1241492.375000 Penalty: 4541.476074
	Iteration 28Q: 3 clusters Score -1241492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1241507.250000 Penalty: 4541.476074
	Iteration 29Q: 3 clusters Score -1241507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1241514.875000 Penalty: 4541.476074
	Iteration 30Q: 3 clusters Score -1241515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1241519.375000 Penalty: 4541.476074
	Iteration 31Q: 3 clusters Score -1241519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1241517.750000 Penalty: 4541.476074
	Iteration 32Q: 3 clusters Score -1241518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1241519.625000 Penalty: 4541.476074
	Iteration 33Q: 3 clusters Score -1241520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1241522.875000 Penalty: 4541.476074
	Iteration 34Q: 3 clusters Score -1241523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1241530.375000 Penalty: 4541.476074
	Iteration 35Q: 3 clusters Score -1241530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1241541.375000 Penalty: 4541.476074
	Iteration 36Q: 3 clusters Score -1241541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1241546.750000 Penalty: 4541.476074
	Iteration 37Q: 3 clusters Score -1241547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1241554.625000 Penalty: 4541.476074
	Iteration 38Q: 3 clusters Score -1241555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1241558.000000 Penalty: 4541.476074
	Iteration 39Q: 3 clusters Score -1241558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1241560.000000 Penalty: 4541.476074
	Iteration 40F: 3 clusters Score -1241560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1241560.375000 Penalty: 4541.476074
	Iteration 41Q: 3 clusters Score -1241560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1241559.375000 Penalty: 4541.476074
	Iteration 42Q: 3 clusters Score -1241559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1241566.125000 Penalty: 4541.476074
	Iteration 43Q: 3 clusters Score -1241566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1241574.500000 Penalty: 4541.476074
	Iteration 44Q: 3 clusters Score -1241574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1241577.625000 Penalty: 4541.476074
	Iteration 45Q: 3 clusters Score -1241578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1241583.000000 Penalty: 4541.476074
	Iteration 46Q: 3 clusters Score -1241583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1241583.750000 Penalty: 4541.476074
	Iteration 47Q: 3 clusters Score -1241584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1241583.750000 Penalty: 4541.476074
	Iteration 48F: 3 clusters Score -1241584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Entering Unmasked Estep 
Score: -1432601.250000 Penalty: 2296.169922
	Iteration 0F: 2 clusters Score -1432601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1424622.250000 Penalty: 4592.339844
	Iteration 0F: 3 clusters Score -1424622 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1427026.750000 Penalty: 4592.339844
	Iteration 1F: 3 clusters Score -1427027 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1427492.375000 Penalty: 4592.339844
	Iteration 2F: 3 clusters Score -1427492 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1427944.375000 Penalty: 4592.339844
	Iteration 3F: 3 clusters Score -1427944 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1428360.875000 Penalty: 4592.339844
	Iteration 4F: 3 clusters Score -1428361 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1428723.000000 Penalty: 4592.339844
	Iteration 5F: 3 clusters Score -1428723 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1429029.500000 Penalty: 4592.339844
	Iteration 6Q: 3 clusters Score -1429030 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1429296.875000 Penalty: 4592.339844
	Iteration 7Q: 3 clusters Score -1429297 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1429520.000000 Penalty: 4592.339844
	Iteration 8Q: 3 clusters Score -1429520 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1429679.875000 Penalty: 4592.339844
	Iteration 9Q: 3 clusters Score -1429680 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1429764.750000 Penalty: 4592.339844
	Iteration 10Q: 3 clusters Score -1429765 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1429799.500000 Penalty: 4592.339844
	Iteration 11Q: 3 clusters Score -1429800 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1429832.875000 Penalty: 4592.339844
	Iteration 12Q: 3 clusters Score -1429833 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1429851.125000 Penalty: 4592.339844
	Iteration 13Q: 3 clusters Score -1429851 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1429868.750000 Penalty: 4592.339844
	Iteration 14Q: 3 clusters Score -1429869 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1429880.500000 Penalty: 4592.339844
	Iteration 15Q: 3 clusters Score -1429880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1429886.750000 Penalty: 4592.339844
	Iteration 16Q: 3 clusters Score -1429887 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1429893.125000 Penalty: 4592.339844
	Iteration 17Q: 3 clusters Score -1429893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1429898.375000 Penalty: 4592.339844
	Iteration 18Q: 3 clusters Score -1429898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1429907.750000 Penalty: 4592.339844
	Iteration 19Q: 3 clusters Score -1429908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1429915.000000 Penalty: 4592.339844
	Iteration 20F: 3 clusters Score -1429915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1429921.375000 Penalty: 4592.339844
	Iteration 21Q: 3 clusters Score -1429921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1429929.125000 Penalty: 4592.339844
	Iteration 22Q: 3 clusters Score -1429929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1429934.000000 Penalty: 4592.339844
	Iteration 23Q: 3 clusters Score -1429934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1429939.375000 Penalty: 4592.339844
	Iteration 24Q: 3 clusters Score -1429939 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1429941.875000 Penalty: 4592.339844
	Iteration 25Q: 3 clusters Score -1429942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1429948.375000 Penalty: 4592.339844
	Iteration 26Q: 3 clusters Score -1429948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1429948.125000 Penalty: 4592.339844
	Iteration 27Q: 3 clusters Score -1429948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1429952.250000 Penalty: 4592.339844
	Iteration 28Q: 3 clusters Score -1429952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1429956.625000 Penalty: 4592.339844
	Iteration 29Q: 3 clusters Score -1429957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1429961.500000 Penalty: 4592.339844
	Iteration 30Q: 3 clusters Score -1429962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1429958.375000 Penalty: 4592.339844
	Iteration 31Q: 3 clusters Score -1429958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1429961.875000 Penalty: 4592.339844
	Iteration 32Q: 3 clusters Score -1429962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1429964.875000 Penalty: 4592.339844
	Iteration 33Q: 3 clusters Score -1429965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1429964.375000 Penalty: 4592.339844
	Iteration 34Q: 3 clusters Score -1429964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1429967.375000 Penalty: 4592.339844
	Iteration 35Q: 3 clusters Score -1429967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1429972.125000 Penalty: 4592.339844
	Iteration 36Q: 3 clusters Score -1429972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1429975.375000 Penalty: 4592.339844
	Iteration 37Q: 3 clusters Score -1429975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1429977.000000 Penalty: 4592.339844
	Iteration 38Q: 3 clusters Score -1429977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1429984.875000 Penalty: 4592.339844
	Iteration 39Q: 3 clusters Score -1429985 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1429998.250000 Penalty: 4592.339844
	Iteration 40F: 3 clusters Score -1429998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1430005.500000 Penalty: 4592.339844
	Iteration 41Q: 3 clusters Score -1430006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1430015.375000 Penalty: 4592.339844
	Iteration 42Q: 3 clusters Score -1430015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1430019.500000 Penalty: 4592.339844
	Iteration 43Q: 3 clusters Score -1430020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1430028.375000 Penalty: 4592.339844
	Iteration 44Q: 3 clusters Score -1430028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1430036.625000 Penalty: 4592.339844
	Iteration 45Q: 3 clusters Score -1430037 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1430040.750000 Penalty: 4592.339844
	Iteration 46Q: 3 clusters Score -1430041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1430048.500000 Penalty: 4592.339844
	Iteration 47Q: 3 clusters Score -1430048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1430052.250000 Penalty: 4592.339844
	Iteration 48Q: 3 clusters Score -1430052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1430062.875000 Penalty: 4592.339844
	Iteration 49Q: 3 clusters Score -1430063 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1430074.875000 Penalty: 4592.339844
	Iteration 50Q: 3 clusters Score -1430075 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1430087.625000 Penalty: 4592.339844
	Iteration 51Q: 3 clusters Score -1430088 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1430097.000000 Penalty: 4592.339844
	Iteration 52Q: 3 clusters Score -1430097 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1430113.000000 Penalty: 4592.339844
	Iteration 53Q: 3 clusters Score -1430113 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1430131.125000 Penalty: 4592.339844
	Iteration 54Q: 3 clusters Score -1430131 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1430149.250000 Penalty: 4592.339844
	Iteration 55Q: 3 clusters Score -1430149 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1430175.000000 Penalty: 4592.339844
	Iteration 56Q: 3 clusters Score -1430175 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1430202.250000 Penalty: 4592.339844
	Iteration 57Q: 3 clusters Score -1430202 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1430237.750000 Penalty: 4592.339844
	Iteration 58Q: 3 clusters Score -1430238 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1430269.125000 Penalty: 4592.339844
	Iteration 59Q: 3 clusters Score -1430269 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1430302.875000 Penalty: 4592.339844
	Iteration 60F: 3 clusters Score -1430303 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1430337.000000 Penalty: 4592.339844
	Iteration 61Q: 3 clusters Score -1430337 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1430382.000000 Penalty: 4592.339844
	Iteration 62Q: 3 clusters Score -1430382 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1430421.500000 Penalty: 4592.339844
	Iteration 63Q: 3 clusters Score -1430422 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1430459.750000 Penalty: 4592.339844
	Iteration 64Q: 3 clusters Score -1430460 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1430508.625000 Penalty: 4592.339844
	Iteration 65Q: 3 clusters Score -1430509 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1430555.375000 Penalty: 4592.339844
	Iteration 66Q: 3 clusters Score -1430555 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1430598.750000 Penalty: 4592.339844
	Iteration 67Q: 3 clusters Score -1430599 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1430636.000000 Penalty: 4592.339844
	Iteration 68Q: 3 clusters Score -1430636 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1430671.250000 Penalty: 4592.339844
	Iteration 69Q: 3 clusters Score -1430671 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1430691.500000 Penalty: 4592.339844
	Iteration 70Q: 3 clusters Score -1430692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1430712.125000 Penalty: 4592.339844
	Iteration 71Q: 3 clusters Score -1430712 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1430720.375000 Penalty: 4592.339844
	Iteration 72Q: 3 clusters Score -1430720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1430740.875000 Penalty: 4592.339844
	Iteration 73Q: 3 clusters Score -1430741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1430752.125000 Penalty: 4592.339844
	Iteration 74Q: 3 clusters Score -1430752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1430767.625000 Penalty: 4592.339844
	Iteration 75Q: 3 clusters Score -1430768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1430779.875000 Penalty: 4592.339844
	Iteration 76Q: 3 clusters Score -1430780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1430786.625000 Penalty: 4592.339844
	Iteration 77Q: 3 clusters Score -1430787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1430796.375000 Penalty: 4592.339844
	Iteration 78Q: 3 clusters Score -1430796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1430798.125000 Penalty: 4592.339844
	Iteration 79Q: 3 clusters Score -1430798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1430802.875000 Penalty: 4592.339844
	Iteration 80F: 3 clusters Score -1430803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1430807.500000 Penalty: 4592.339844
	Iteration 81Q: 3 clusters Score -1430808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1430814.750000 Penalty: 4592.339844
	Iteration 82Q: 3 clusters Score -1430815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1430823.500000 Penalty: 4592.339844
	Iteration 83Q: 3 clusters Score -1430824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1430833.375000 Penalty: 4592.339844
	Iteration 84Q: 3 clusters Score -1430833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1430840.000000 Penalty: 4592.339844
	Iteration 85Q: 3 clusters Score -1430840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1430839.625000 Penalty: 4592.339844
	Iteration 86Q: 3 clusters Score -1430840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1430845.875000 Penalty: 4592.339844
	Iteration 87Q: 3 clusters Score -1430846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1430848.625000 Penalty: 4592.339844
	Iteration 88Q: 3 clusters Score -1430849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1430847.875000 Penalty: 4592.339844
	Iteration 89Q: 3 clusters Score -1430848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1430851.750000 Penalty: 4592.339844
	Iteration 90Q: 3 clusters Score -1430852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1430853.625000 Penalty: 4592.339844
	Iteration 91Q: 3 clusters Score -1430854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1430857.375000 Penalty: 4592.339844
	Iteration 92Q: 3 clusters Score -1430857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1430859.625000 Penalty: 4592.339844
	Iteration 93Q: 3 clusters Score -1430860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1430860.375000 Penalty: 4592.339844
	Iteration 94Q: 3 clusters Score -1430860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1430860.375000 Penalty: 4592.339844
	Iteration 95Q: 3 clusters Score -1430860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1430861.250000 Penalty: 4592.339844
	Iteration 96Q: 3 clusters Score -1430861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1430862.500000 Penalty: 4592.339844
	Iteration 97Q: 3 clusters Score -1430862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1430861.625000 Penalty: 4592.339844
	Iteration 98Q: 3 clusters Score -1430862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1430862.625000 Penalty: 4592.339844
	Iteration 99Q: 3 clusters Score -1430863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1430863.875000 Penalty: 4592.339844
	Iteration 100F: 3 clusters Score -1430864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Entering Unmasked Estep 
Score: -904627.937500 Penalty: 2186.138184
	Iteration 0F: 2 clusters Score -904627.9 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 3342 members 
Entering Unmasked Estep 
Score: -899023.625000 Penalty: 4372.276367
	Iteration 0F: 3 clusters Score -899023.6 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -900525.812500 Penalty: 4372.276367
	Iteration 1F: 3 clusters Score -900525.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -900768.687500 Penalty: 4372.276367
	Iteration 2F: 3 clusters Score -900768.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -900928.250000 Penalty: 4372.276367
	Iteration 3Q: 3 clusters Score -900928.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -901028.562500 Penalty: 4372.276367
	Iteration 4Q: 3 clusters Score -901028.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -901100.250000 Penalty: 4372.276367
	Iteration 5Q: 3 clusters Score -901100.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -901152.062500 Penalty: 4372.276367
	Iteration 6Q: 3 clusters Score -901152.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -901206.687500 Penalty: 4372.276367
	Iteration 7Q: 3 clusters Score -901206.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -901273.312500 Penalty: 4372.276367
	Iteration 8Q: 3 clusters Score -901273.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -901334.312500 Penalty: 4372.276367
	Iteration 9Q: 3 clusters Score -901334.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -901412.625000 Penalty: 4372.276367
	Iteration 10Q: 3 clusters Score -901412.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -901490.125000 Penalty: 4372.276367
	Iteration 11Q: 3 clusters Score -901490.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -901579.750000 Penalty: 4372.276367
	Iteration 12Q: 3 clusters Score -901579.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -901705.187500 Penalty: 4372.276367
	Iteration 13Q: 3 clusters Score -901705.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -901860.125000 Penalty: 4372.276367
	Iteration 14Q: 3 clusters Score -901860.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -902022.625000 Penalty: 4372.276367
	Iteration 15Q: 3 clusters Score -902022.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -902168.250000 Penalty: 4372.276367
	Iteration 16Q: 3 clusters Score -902168.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -902291.750000 Penalty: 4372.276367
	Iteration 17Q: 3 clusters Score -902291.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -902392.812500 Penalty: 4372.276367
	Iteration 18Q: 3 clusters Score -902392.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -902483.062500 Penalty: 4372.276367
	Iteration 19Q: 3 clusters Score -902483.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -902568.875000 Penalty: 4372.276367
	Iteration 20F: 3 clusters Score -902568.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -902635.625000 Penalty: 4372.276367
	Iteration 21Q: 3 clusters Score -902635.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -902676.062500 Penalty: 4372.276367
	Iteration 22Q: 3 clusters Score -902676.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -902697.812500 Penalty: 4372.276367
	Iteration 23Q: 3 clusters Score -902697.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -902726.625000 Penalty: 4372.276367
	Iteration 24Q: 3 clusters Score -902726.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -902750.625000 Penalty: 4372.276367
	Iteration 25Q: 3 clusters Score -902750.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -902763.125000 Penalty: 4372.276367
	Iteration 26Q: 3 clusters Score -902763.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -902778.750000 Penalty: 4372.276367
	Iteration 27Q: 3 clusters Score -902778.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -902787.687500 Penalty: 4372.276367
	Iteration 28Q: 3 clusters Score -902787.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -902800.500000 Penalty: 4372.276367
	Iteration 29Q: 3 clusters Score -902800.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -902809.500000 Penalty: 4372.276367
	Iteration 30Q: 3 clusters Score -902809.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -902819.500000 Penalty: 4372.276367
	Iteration 31Q: 3 clusters Score -902819.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -902824.500000 Penalty: 4372.276367
	Iteration 32Q: 3 clusters Score -902824.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -902833.062500 Penalty: 4372.276367
	Iteration 33Q: 3 clusters Score -902833.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -902841.312500 Penalty: 4372.276367
	Iteration 34Q: 3 clusters Score -902841.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -902847.687500 Penalty: 4372.276367
	Iteration 35Q: 3 clusters Score -902847.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -902851.312500 Penalty: 4372.276367
	Iteration 36Q: 3 clusters Score -902851.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -902853.062500 Penalty: 4372.276367
	Iteration 37Q: 3 clusters Score -902853.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -902853.062500 Penalty: 4372.276367
	Iteration 38F: 3 clusters Score -902853.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -310646.156250 Penalty: 1963.910156
	Iteration 0F: 2 clusters Score -310646.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -307710.875000 Penalty: 3927.820312
	Iteration 0F: 3 clusters Score -307710.9 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -308497.968750 Penalty: 3927.820312
	Iteration 1F: 3 clusters Score -308498 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -308728.718750 Penalty: 3927.820312
	Iteration 2F: 3 clusters Score -308728.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -308888.406250 Penalty: 3927.820312
	Iteration 3F: 3 clusters Score -308888.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -308981.781250 Penalty: 3927.820312
	Iteration 4Q: 3 clusters Score -308981.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -309054.062500 Penalty: 3927.820312
	Iteration 5Q: 3 clusters Score -309054.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -309136.531250 Penalty: 3927.820312
	Iteration 6Q: 3 clusters Score -309136.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -309226.375000 Penalty: 3927.820312
	Iteration 7Q: 3 clusters Score -309226.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -309293.750000 Penalty: 3927.820312
	Iteration 8Q: 3 clusters Score -309293.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -309353.125000 Penalty: 3927.820312
	Iteration 9Q: 3 clusters Score -309353.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -309398.218750 Penalty: 3927.820312
	Iteration 10Q: 3 clusters Score -309398.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -309430.875000 Penalty: 3927.820312
	Iteration 11Q: 3 clusters Score -309430.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -309459.968750 Penalty: 3927.820312
	Iteration 12Q: 3 clusters Score -309460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -309480.562500 Penalty: 3927.820312
	Iteration 13Q: 3 clusters Score -309480.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -309492.875000 Penalty: 3927.820312
	Iteration 14Q: 3 clusters Score -309492.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -309501.718750 Penalty: 3927.820312
	Iteration 15Q: 3 clusters Score -309501.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -309508.656250 Penalty: 3927.820312
	Iteration 16Q: 3 clusters Score -309508.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -309515.343750 Penalty: 3927.820312
	Iteration 17Q: 3 clusters Score -309515.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -309520.000000 Penalty: 3927.820312
	Iteration 18Q: 3 clusters Score -309520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -309523.312500 Penalty: 3927.820312
	Iteration 19Q: 3 clusters Score -309523.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -309525.187500 Penalty: 3927.820312
	Iteration 20F: 3 clusters Score -309525.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -309526.437500 Penalty: 3927.820312
	Iteration 21Q: 3 clusters Score -309526.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -309528.781250 Penalty: 3927.820312
	Iteration 22Q: 3 clusters Score -309528.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -309530.718750 Penalty: 3927.820312
	Iteration 23Q: 3 clusters Score -309530.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -309532.500000 Penalty: 3927.820312
	Iteration 24Q: 3 clusters Score -309532.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -309535.781250 Penalty: 3927.820312
	Iteration 25Q: 3 clusters Score -309535.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -309539.187500 Penalty: 3927.820312
	Iteration 26Q: 3 clusters Score -309539.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -309541.718750 Penalty: 3927.820312
	Iteration 27Q: 3 clusters Score -309541.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -309544.593750 Penalty: 3927.820312
	Iteration 28Q: 3 clusters Score -309544.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -309545.781250 Penalty: 3927.820312
	Iteration 29Q: 3 clusters Score -309545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -309547.812500 Penalty: 3927.820312
	Iteration 30Q: 3 clusters Score -309547.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -309549.937500 Penalty: 3927.820312
	Iteration 31Q: 3 clusters Score -309549.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -309550.375000 Penalty: 3927.820312
	Iteration 32Q: 3 clusters Score -309550.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -309551.687500 Penalty: 3927.820312
	Iteration 33Q: 3 clusters Score -309551.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -309552.000000 Penalty: 3927.820312
	Iteration 34Q: 3 clusters Score -309552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -309552.500000 Penalty: 3927.820312
	Iteration 35Q: 3 clusters Score -309552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -309552.625000 Penalty: 3927.820312
	Iteration 36Q: 3 clusters Score -309552.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -309552.625000 Penalty: 3927.820312
	Iteration 37F: 3 clusters Score -309552.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (88627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88627 members 
Entering Unmasked Estep 
Score: -12066819.000000 Penalty: 2825.263672
	Iteration 0F: 2 clusters Score -1.206682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -12007376.000000 Penalty: 5650.527344
	Iteration 0F: 3 clusters Score -1.200738e+07 nChanged 41863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -12031223.000000 Penalty: 5650.527344
	Iteration 1F: 3 clusters Score -1.203122e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -12031975.000000 Penalty: 5650.527344
	Iteration 2Q: 3 clusters Score -1.203198e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -12032903.000000 Penalty: 5650.527344
	Iteration 3Q: 3 clusters Score -1.20329e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -12033905.000000 Penalty: 5650.527344
	Iteration 4Q: 3 clusters Score -1.20339e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -12035394.000000 Penalty: 5650.527344
	Iteration 5Q: 3 clusters Score -1.203539e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
Score: -12037460.000000 Penalty: 5650.527344
	Iteration 6Q: 3 clusters Score -1.203746e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -12040542.000000 Penalty: 5650.527344
	Iteration 7F: 3 clusters Score -1.204054e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 64505 members 
Entering Unmasked Estep 
Score: -12044336.000000 Penalty: 5650.527344
	Iteration 8F: 3 clusters Score -1.204434e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 70424 members 
Entering Unmasked Estep 
Score: -12049200.000000 Penalty: 5650.527344
	Iteration 9F: 3 clusters Score -1.20492e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 76238 members 
Entering Unmasked Estep 
Score: -12054042.000000 Penalty: 5650.527344
	Iteration 10F: 3 clusters Score -1.205404e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 81150 members 
Entering Unmasked Estep 
Score: -12058337.000000 Penalty: 5650.527344
	Iteration 11F: 3 clusters Score -1.205834e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 84498 members 
Entering Unmasked Estep 
Score: -12061222.000000 Penalty: 5650.527344
	Iteration 12Q: 3 clusters Score -1.206122e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 86439 members 
Entering Unmasked Estep 
Score: -12062861.000000 Penalty: 5650.527344
	Iteration 13Q: 3 clusters Score -1.206286e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 87392 members 
Entering Unmasked Estep 
Score: -12063576.000000 Penalty: 5650.527344
	Iteration 14Q: 3 clusters Score -1.206358e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 87830 members 
Entering Unmasked Estep 
Score: -12063937.000000 Penalty: 5650.527344
	Iteration 15Q: 3 clusters Score -1.206394e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 88018 members 
Entering Unmasked Estep 
Score: -12064093.000000 Penalty: 5650.527344
	Iteration 16Q: 3 clusters Score -1.206409e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 88105 members 
Entering Unmasked Estep 
Score: -12064173.000000 Penalty: 5650.527344
	Iteration 17Q: 3 clusters Score -1.206417e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 88147 members 
Entering Unmasked Estep 
Score: -12064236.000000 Penalty: 5650.527344
	Iteration 18Q: 3 clusters Score -1.206424e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 88169 members 
Entering Unmasked Estep 
Score: -12064268.000000 Penalty: 5650.527344
	Iteration 19Q: 3 clusters Score -1.206427e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 88183 members 
Entering Unmasked Estep 
Score: -12064292.000000 Penalty: 5650.527344
	Iteration 20F: 3 clusters Score -1.206429e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -12064298.000000 Penalty: 5650.527344
	Iteration 21Q: 3 clusters Score -1.20643e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 88204 members 
Entering Unmasked Estep 
Score: -12064327.000000 Penalty: 5650.527344
	Iteration 22Q: 3 clusters Score -1.206433e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 88215 members 
Entering Unmasked Estep 
Score: -12064346.000000 Penalty: 5650.527344
	Iteration 23Q: 3 clusters Score -1.206435e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 88226 members 
Entering Unmasked Estep 
Score: -12064364.000000 Penalty: 5650.527344
	Iteration 24Q: 3 clusters Score -1.206436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 88233 members 
Entering Unmasked Estep 
Score: -12064367.000000 Penalty: 5650.527344
	Iteration 25Q: 3 clusters Score -1.206437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 88239 members 
Entering Unmasked Estep 
Score: -12064379.000000 Penalty: 5650.527344
	Iteration 26Q: 3 clusters Score -1.206438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 88245 members 
Entering Unmasked Estep 
Score: -12064382.000000 Penalty: 5650.527344
	Iteration 27Q: 3 clusters Score -1.206438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -12064381.000000 Penalty: 5650.527344
	Iteration 28Q: 3 clusters Score -1.206438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 88255 members 
Entering Unmasked Estep 
Score: -12064410.000000 Penalty: 5650.527344
	Iteration 29Q: 3 clusters Score -1.206441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 88260 members 
Entering Unmasked Estep 
Score: -12064398.000000 Penalty: 5650.527344
	Iteration 30Q: 3 clusters Score -1.20644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 88258 members 
Entering Unmasked Estep 
Score: -12064405.000000 Penalty: 5650.527344
	Iteration 31Q: 3 clusters Score -1.20644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 88259 members 
Entering Unmasked Estep 
Score: -12064406.000000 Penalty: 5650.527344
	Iteration 32Q: 3 clusters Score -1.206441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 88261 members 
Entering Unmasked Estep 
Score: -12064411.000000 Penalty: 5650.527344
	Iteration 33Q: 3 clusters Score -1.206441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 88261 members 
Entering Unmasked Estep 
Score: -12064411.000000 Penalty: 5650.527344
	Iteration 34F: 3 clusters Score -1.206441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Entering Unmasked Estep 
Score: -1225720.125000 Penalty: 2290.166992
	Iteration 0F: 2 clusters Score -1225720 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 5084 members 
Entering Unmasked Estep 
Score: -1217862.875000 Penalty: 4580.333984
	Iteration 0F: 3 clusters Score -1217863 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1220474.500000 Penalty: 4580.333984
	Iteration 1F: 3 clusters Score -1220474 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1221236.500000 Penalty: 4580.333984
	Iteration 2F: 3 clusters Score -1221236 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1221933.625000 Penalty: 4580.333984
	Iteration 3F: 3 clusters Score -1221934 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1222522.375000 Penalty: 4580.333984
	Iteration 4F: 3 clusters Score -1222522 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1223013.000000 Penalty: 4580.333984
	Iteration 5F: 3 clusters Score -1223013 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1223360.000000 Penalty: 4580.333984
	Iteration 6Q: 3 clusters Score -1223360 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1223659.125000 Penalty: 4580.333984
	Iteration 7Q: 3 clusters Score -1223659 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1223873.625000 Penalty: 4580.333984
	Iteration 8Q: 3 clusters Score -1223874 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1224008.500000 Penalty: 4580.333984
	Iteration 9Q: 3 clusters Score -1224008 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1224088.750000 Penalty: 4580.333984
	Iteration 10Q: 3 clusters Score -1224089 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1224134.125000 Penalty: 4580.333984
	Iteration 11Q: 3 clusters Score -1224134 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1224167.000000 Penalty: 4580.333984
	Iteration 12Q: 3 clusters Score -1224167 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1224194.500000 Penalty: 4580.333984
	Iteration 13Q: 3 clusters Score -1224194 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1224224.250000 Penalty: 4580.333984
	Iteration 14Q: 3 clusters Score -1224224 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1224254.500000 Penalty: 4580.333984
	Iteration 15Q: 3 clusters Score -1224254 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1224292.375000 Penalty: 4580.333984
	Iteration 16Q: 3 clusters Score -1224292 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1224339.500000 Penalty: 4580.333984
	Iteration 17Q: 3 clusters Score -1224340 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1224412.750000 Penalty: 4580.333984
	Iteration 18Q: 3 clusters Score -1224413 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1224503.625000 Penalty: 4580.333984
	Iteration 19Q: 3 clusters Score -1224504 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1224605.375000 Penalty: 4580.333984
	Iteration 20F: 3 clusters Score -1224605 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1224677.625000 Penalty: 4580.333984
	Iteration 21Q: 3 clusters Score -1224678 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1224712.500000 Penalty: 4580.333984
	Iteration 22Q: 3 clusters Score -1224712 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1224734.750000 Penalty: 4580.333984
	Iteration 23Q: 3 clusters Score -1224735 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1224751.875000 Penalty: 4580.333984
	Iteration 24Q: 3 clusters Score -1224752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1224760.125000 Penalty: 4580.333984
	Iteration 25Q: 3 clusters Score -1224760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1224768.750000 Penalty: 4580.333984
	Iteration 26Q: 3 clusters Score -1224769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1224775.875000 Penalty: 4580.333984
	Iteration 27Q: 3 clusters Score -1224776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1224782.250000 Penalty: 4580.333984
	Iteration 28Q: 3 clusters Score -1224782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1224783.875000 Penalty: 4580.333984
	Iteration 29Q: 3 clusters Score -1224784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1224789.125000 Penalty: 4580.333984
	Iteration 30Q: 3 clusters Score -1224789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1224788.625000 Penalty: 4580.333984
	Iteration 31Q: 3 clusters Score -1224789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1224790.000000 Penalty: 4580.333984
	Iteration 32Q: 3 clusters Score -1224790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1224789.875000 Penalty: 4580.333984
	Iteration 33Q: 3 clusters Score -1224790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1224791.875000 Penalty: 4580.333984
	Iteration 34Q: 3 clusters Score -1224792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1224792.250000 Penalty: 4580.333984
	Iteration 35Q: 3 clusters Score -1224792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1224794.500000 Penalty: 4580.333984
	Iteration 36Q: 3 clusters Score -1224794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1224794.375000 Penalty: 4580.333984
	Iteration 37Q: 3 clusters Score -1224794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1224797.000000 Penalty: 4580.333984
	Iteration 38Q: 3 clusters Score -1224797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1224796.375000 Penalty: 4580.333984
	Iteration 39Q: 3 clusters Score -1224796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1224792.875000 Penalty: 4580.333984
	Iteration 40F: 3 clusters Score -1224793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1224793.500000 Penalty: 4580.333984
	Iteration 41Q: 3 clusters Score -1224794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1224791.875000 Penalty: 4580.333984
	Iteration 42Q: 3 clusters Score -1224792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1224791.875000 Penalty: 4580.333984
	Iteration 43F: 3 clusters Score -1224792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -33823.671875 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -33823.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32647.718750 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -32647.72 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32887.757812 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -32887.76 nChanged 10
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: -32980.386719 Penalty: 2827.420166
	Iteration 2Q: 3 clusters Score -32980.39 nChanged 7
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: -33014.847656 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -33014.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33027.921875 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -33027.92 nChanged 1
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: -33032.449219 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -33032.45 nChanged 0
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: -33032.449219 Penalty: 2827.420166
	Iteration 6F: 3 clusters Score -33032.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Entering Unmasked Estep 
Score: -2649164.500000 Penalty: 2463.684326
	Iteration 0F: 2 clusters Score -2649164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2634731.000000 Penalty: 4927.368652
	Iteration 0F: 3 clusters Score -2634731 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2639439.500000 Penalty: 4927.368652
	Iteration 1F: 3 clusters Score -2639440 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2639929.250000 Penalty: 4927.368652
	Iteration 2F: 3 clusters Score -2639929 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2640390.250000 Penalty: 4927.368652
	Iteration 3F: 3 clusters Score -2640390 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2640805.250000 Penalty: 4927.368652
	Iteration 4Q: 3 clusters Score -2640805 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2641167.000000 Penalty: 4927.368652
	Iteration 5Q: 3 clusters Score -2641167 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2641546.500000 Penalty: 4927.368652
	Iteration 6Q: 3 clusters Score -2641546 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2641896.500000 Penalty: 4927.368652
	Iteration 7Q: 3 clusters Score -2641896 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2642178.250000 Penalty: 4927.368652
	Iteration 8Q: 3 clusters Score -2642178 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2642456.000000 Penalty: 4927.368652
	Iteration 9Q: 3 clusters Score -2642456 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2642679.000000 Penalty: 4927.368652
	Iteration 10Q: 3 clusters Score -2642679 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2642863.000000 Penalty: 4927.368652
	Iteration 11Q: 3 clusters Score -2642863 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2643040.500000 Penalty: 4927.368652
	Iteration 12Q: 3 clusters Score -2643040 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2643179.750000 Penalty: 4927.368652
	Iteration 13Q: 3 clusters Score -2643180 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2643321.250000 Penalty: 4927.368652
	Iteration 14Q: 3 clusters Score -2643321 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2643461.000000 Penalty: 4927.368652
	Iteration 15Q: 3 clusters Score -2643461 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2643613.250000 Penalty: 4927.368652
	Iteration 16Q: 3 clusters Score -2643613 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2643785.500000 Penalty: 4927.368652
	Iteration 17Q: 3 clusters Score -2643786 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2643995.500000 Penalty: 4927.368652
	Iteration 18Q: 3 clusters Score -2643996 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2644186.750000 Penalty: 4927.368652
	Iteration 19Q: 3 clusters Score -2644187 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2644432.750000 Penalty: 4927.368652
	Iteration 20F: 3 clusters Score -2644433 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2644655.750000 Penalty: 4927.368652
	Iteration 21Q: 3 clusters Score -2644656 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2644910.500000 Penalty: 4927.368652
	Iteration 22Q: 3 clusters Score -2644910 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2645156.250000 Penalty: 4927.368652
	Iteration 23Q: 3 clusters Score -2645156 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2645428.000000 Penalty: 4927.368652
	Iteration 24Q: 3 clusters Score -2645428 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2645676.000000 Penalty: 4927.368652
	Iteration 25Q: 3 clusters Score -2645676 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2645901.750000 Penalty: 4927.368652
	Iteration 26Q: 3 clusters Score -2645902 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2646101.750000 Penalty: 4927.368652
	Iteration 27Q: 3 clusters Score -2646102 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2646289.000000 Penalty: 4927.368652
	Iteration 28Q: 3 clusters Score -2646289 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2646452.000000 Penalty: 4927.368652
	Iteration 29Q: 3 clusters Score -2646452 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2646591.250000 Penalty: 4927.368652
	Iteration 30Q: 3 clusters Score -2646591 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2646698.000000 Penalty: 4927.368652
	Iteration 31Q: 3 clusters Score -2646698 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2646807.000000 Penalty: 4927.368652
	Iteration 32Q: 3 clusters Score -2646807 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2646885.250000 Penalty: 4927.368652
	Iteration 33Q: 3 clusters Score -2646885 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2646950.250000 Penalty: 4927.368652
	Iteration 34Q: 3 clusters Score -2646950 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2647021.500000 Penalty: 4927.368652
	Iteration 35Q: 3 clusters Score -2647022 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2647075.500000 Penalty: 4927.368652
	Iteration 36Q: 3 clusters Score -2647076 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2647120.750000 Penalty: 4927.368652
	Iteration 37Q: 3 clusters Score -2647121 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2647149.250000 Penalty: 4927.368652
	Iteration 38Q: 3 clusters Score -2647149 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2647175.750000 Penalty: 4927.368652
	Iteration 39Q: 3 clusters Score -2647176 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2647208.000000 Penalty: 4927.368652
	Iteration 40F: 3 clusters Score -2647208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2647242.750000 Penalty: 4927.368652
	Iteration 41Q: 3 clusters Score -2647243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2647254.500000 Penalty: 4927.368652
	Iteration 42Q: 3 clusters Score -2647254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2647268.750000 Penalty: 4927.368652
	Iteration 43Q: 3 clusters Score -2647269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2647283.500000 Penalty: 4927.368652
	Iteration 44Q: 3 clusters Score -2647284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2647295.500000 Penalty: 4927.368652
	Iteration 45Q: 3 clusters Score -2647296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2647297.750000 Penalty: 4927.368652
	Iteration 46Q: 3 clusters Score -2647298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2647306.750000 Penalty: 4927.368652
	Iteration 47Q: 3 clusters Score -2647307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2647315.000000 Penalty: 4927.368652
	Iteration 48Q: 3 clusters Score -2647315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2647324.250000 Penalty: 4927.368652
	Iteration 49Q: 3 clusters Score -2647324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2647335.500000 Penalty: 4927.368652
	Iteration 50Q: 3 clusters Score -2647336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2647335.750000 Penalty: 4927.368652
	Iteration 51Q: 3 clusters Score -2647336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2647338.000000 Penalty: 4927.368652
	Iteration 52Q: 3 clusters Score -2647338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2647346.500000 Penalty: 4927.368652
	Iteration 53Q: 3 clusters Score -2647346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2647347.250000 Penalty: 4927.368652
	Iteration 54Q: 3 clusters Score -2647347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2647344.750000 Penalty: 4927.368652
	Iteration 55Q: 3 clusters Score -2647345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2647345.750000 Penalty: 4927.368652
	Iteration 56Q: 3 clusters Score -2647346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2647345.750000 Penalty: 4927.368652
	Iteration 57F: 3 clusters Score -2647346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (64762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64762 members 
Entering Unmasked Estep 
Score: -8742853.000000 Penalty: 2747.461670
	Iteration 0F: 2 clusters Score -8742853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -8699707.000000 Penalty: 5494.923340
	Iteration 0F: 3 clusters Score -8699707 nChanged 30061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -8716740.000000 Penalty: 5494.923340
	Iteration 1F: 3 clusters Score -8716740 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -8717912.000000 Penalty: 5494.923340
	Iteration 2Q: 3 clusters Score -8717912 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -8719605.000000 Penalty: 5494.923340
	Iteration 3F: 3 clusters Score -8719605 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -8721836.000000 Penalty: 5494.923340
	Iteration 4F: 3 clusters Score -8721836 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -8724487.000000 Penalty: 5494.923340
	Iteration 5F: 3 clusters Score -8724487 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -8727270.000000 Penalty: 5494.923340
	Iteration 6F: 3 clusters Score -8727270 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -8729857.000000 Penalty: 5494.923340
	Iteration 7F: 3 clusters Score -8729857 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -8732246.000000 Penalty: 5494.923340
	Iteration 8F: 3 clusters Score -8732246 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -8734604.000000 Penalty: 5494.923340
	Iteration 9F: 3 clusters Score -8734604 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -8736850.000000 Penalty: 5494.923340
	Iteration 10Q: 3 clusters Score -8736850 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -8738823.000000 Penalty: 5494.923340
	Iteration 11Q: 3 clusters Score -8738823 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -8740217.000000 Penalty: 5494.923340
	Iteration 12Q: 3 clusters Score -8740217 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -8740991.000000 Penalty: 5494.923340
	Iteration 13Q: 3 clusters Score -8740991 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -8741293.000000 Penalty: 5494.923340
	Iteration 14Q: 3 clusters Score -8741293 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -8741415.000000 Penalty: 5494.923340
	Iteration 15Q: 3 clusters Score -8741415 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -8741513.000000 Penalty: 5494.923340
	Iteration 16Q: 3 clusters Score -8741513 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -8741560.000000 Penalty: 5494.923340
	Iteration 17Q: 3 clusters Score -8741560 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -8741579.000000 Penalty: 5494.923340
	Iteration 18Q: 3 clusters Score -8741579 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -8741620.000000 Penalty: 5494.923340
	Iteration 19Q: 3 clusters Score -8741620 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -8741642.000000 Penalty: 5494.923340
	Iteration 20F: 3 clusters Score -8741642 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -8741652.000000 Penalty: 5494.923340
	Iteration 21Q: 3 clusters Score -8741652 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -8741665.000000 Penalty: 5494.923340
	Iteration 22Q: 3 clusters Score -8741665 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -8741675.000000 Penalty: 5494.923340
	Iteration 23Q: 3 clusters Score -8741675 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -8741703.000000 Penalty: 5494.923340
	Iteration 24Q: 3 clusters Score -8741703 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -8741713.000000 Penalty: 5494.923340
	Iteration 25Q: 3 clusters Score -8741713 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -8741737.000000 Penalty: 5494.923340
	Iteration 26Q: 3 clusters Score -8741737 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -8741727.000000 Penalty: 5494.923340
	Iteration 27Q: 3 clusters Score -8741727 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -8741753.000000 Penalty: 5494.923340
	Iteration 28Q: 3 clusters Score -8741753 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -8741758.000000 Penalty: 5494.923340
	Iteration 29Q: 3 clusters Score -8741758 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -8741779.000000 Penalty: 5494.923340
	Iteration 30Q: 3 clusters Score -8741779 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -8741790.000000 Penalty: 5494.923340
	Iteration 31Q: 3 clusters Score -8741790 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -8741775.000000 Penalty: 5494.923340
	Iteration 32Q: 3 clusters Score -8741775 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -8741799.000000 Penalty: 5494.923340
	Iteration 33Q: 3 clusters Score -8741799 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -8741796.000000 Penalty: 5494.923340
	Iteration 34Q: 3 clusters Score -8741796 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -8741830.000000 Penalty: 5494.923340
	Iteration 35Q: 3 clusters Score -8741830 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -8741826.000000 Penalty: 5494.923340
	Iteration 36Q: 3 clusters Score -8741826 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -8741824.000000 Penalty: 5494.923340
	Iteration 37Q: 3 clusters Score -8741824 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -8741813.000000 Penalty: 5494.923340
	Iteration 38Q: 3 clusters Score -8741813 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -8741812.000000 Penalty: 5494.923340
	Iteration 39Q: 3 clusters Score -8741812 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -8741841.000000 Penalty: 5494.923340
	Iteration 40F: 3 clusters Score -8741841 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -8741847.000000 Penalty: 5494.923340
	Iteration 41Q: 3 clusters Score -8741847 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -8741868.000000 Penalty: 5494.923340
	Iteration 42Q: 3 clusters Score -8741868 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -8741884.000000 Penalty: 5494.923340
	Iteration 43Q: 3 clusters Score -8741884 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -8741875.000000 Penalty: 5494.923340
	Iteration 44Q: 3 clusters Score -8741875 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -8741889.000000 Penalty: 5494.923340
	Iteration 45Q: 3 clusters Score -8741889 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -8741898.000000 Penalty: 5494.923340
	Iteration 46Q: 3 clusters Score -8741898 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -8741901.000000 Penalty: 5494.923340
	Iteration 47Q: 3 clusters Score -8741901 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -8741898.000000 Penalty: 5494.923340
	Iteration 48Q: 3 clusters Score -8741898 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -8741911.000000 Penalty: 5494.923340
	Iteration 49Q: 3 clusters Score -8741911 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -8741918.000000 Penalty: 5494.923340
	Iteration 50Q: 3 clusters Score -8741918 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -8741935.000000 Penalty: 5494.923340
	Iteration 51Q: 3 clusters Score -8741935 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -8741934.000000 Penalty: 5494.923340
	Iteration 52Q: 3 clusters Score -8741934 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -8741935.000000 Penalty: 5494.923340
	Iteration 53Q: 3 clusters Score -8741935 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -8741944.000000 Penalty: 5494.923340
	Iteration 54Q: 3 clusters Score -8741944 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -8741940.000000 Penalty: 5494.923340
	Iteration 55Q: 3 clusters Score -8741940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -8741933.000000 Penalty: 5494.923340
	Iteration 56Q: 3 clusters Score -8741933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -8741950.000000 Penalty: 5494.923340
	Iteration 57Q: 3 clusters Score -8741950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -8741955.000000 Penalty: 5494.923340
	Iteration 58Q: 3 clusters Score -8741955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -8741948.000000 Penalty: 5494.923340
	Iteration 59Q: 3 clusters Score -8741948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -8741952.000000 Penalty: 5494.923340
	Iteration 60F: 3 clusters Score -8741952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -8741951.000000 Penalty: 5494.923340
	Iteration 61Q: 3 clusters Score -8741951 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -8741952.000000 Penalty: 5494.923340
	Iteration 62Q: 3 clusters Score -8741952 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -8741952.000000 Penalty: 5494.923340
	Iteration 63Q: 3 clusters Score -8741952 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -8741965.000000 Penalty: 5494.923340
	Iteration 64Q: 3 clusters Score -8741965 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -8741981.000000 Penalty: 5494.923340
	Iteration 65Q: 3 clusters Score -8741981 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -8741980.000000 Penalty: 5494.923340
	Iteration 66Q: 3 clusters Score -8741980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -8741988.000000 Penalty: 5494.923340
	Iteration 67Q: 3 clusters Score -8741988 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -8741993.000000 Penalty: 5494.923340
	Iteration 68Q: 3 clusters Score -8741993 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -8741987.000000 Penalty: 5494.923340
	Iteration 69Q: 3 clusters Score -8741987 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -8741995.000000 Penalty: 5494.923340
	Iteration 70Q: 3 clusters Score -8741995 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -8741985.000000 Penalty: 5494.923340
	Iteration 71Q: 3 clusters Score -8741985 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -8741997.000000 Penalty: 5494.923340
	Iteration 72Q: 3 clusters Score -8741997 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -8741990.000000 Penalty: 5494.923340
	Iteration 73Q: 3 clusters Score -8741990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -8742004.000000 Penalty: 5494.923340
	Iteration 74Q: 3 clusters Score -8742004 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -8742009.000000 Penalty: 5494.923340
	Iteration 75Q: 3 clusters Score -8742009 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -8742019.000000 Penalty: 5494.923340
	Iteration 76Q: 3 clusters Score -8742019 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -8742032.000000 Penalty: 5494.923340
	Iteration 77Q: 3 clusters Score -8742032 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -8742031.000000 Penalty: 5494.923340
	Iteration 78Q: 3 clusters Score -8742031 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -8742033.000000 Penalty: 5494.923340
	Iteration 79Q: 3 clusters Score -8742033 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -8742043.000000 Penalty: 5494.923340
	Iteration 80F: 3 clusters Score -8742043 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -8742038.000000 Penalty: 5494.923340
	Iteration 81Q: 3 clusters Score -8742038 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -8742019.000000 Penalty: 5494.923340
	Iteration 82Q: 3 clusters Score -8742019 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -8742025.000000 Penalty: 5494.923340
	Iteration 83Q: 3 clusters Score -8742025 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -8742037.000000 Penalty: 5494.923340
	Iteration 84Q: 3 clusters Score -8742037 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -8742056.000000 Penalty: 5494.923340
	Iteration 85Q: 3 clusters Score -8742056 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -8742054.000000 Penalty: 5494.923340
	Iteration 86Q: 3 clusters Score -8742054 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -8742050.000000 Penalty: 5494.923340
	Iteration 87Q: 3 clusters Score -8742050 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -8742073.000000 Penalty: 5494.923340
	Iteration 88Q: 3 clusters Score -8742073 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 51215 members 
Entering Unmasked Estep 
Score: -8742083.000000 Penalty: 5494.923340
	Iteration 89Q: 3 clusters Score -8742083 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -8742102.000000 Penalty: 5494.923340
	Iteration 90Q: 3 clusters Score -8742102 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -8742094.000000 Penalty: 5494.923340
	Iteration 91Q: 3 clusters Score -8742094 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -8742128.000000 Penalty: 5494.923340
	Iteration 92Q: 3 clusters Score -8742128 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -8742129.000000 Penalty: 5494.923340
	Iteration 93Q: 3 clusters Score -8742129 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -8742147.000000 Penalty: 5494.923340
	Iteration 94Q: 3 clusters Score -8742147 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -8742177.000000 Penalty: 5494.923340
	Iteration 95Q: 3 clusters Score -8742177 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -8742169.000000 Penalty: 5494.923340
	Iteration 96Q: 3 clusters Score -8742169 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -8742169.000000 Penalty: 5494.923340
	Iteration 97Q: 3 clusters Score -8742169 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -8742205.000000 Penalty: 5494.923340
	Iteration 98Q: 3 clusters Score -8742205 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -8742243.000000 Penalty: 5494.923340
	Iteration 99Q: 3 clusters Score -8742243 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -8742259.000000 Penalty: 5494.923340
	Iteration 100F: 3 clusters Score -8742259 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -8742250.000000 Penalty: 5494.923340
	Iteration 101Q: 3 clusters Score -8742250 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -8742257.000000 Penalty: 5494.923340
	Iteration 102Q: 3 clusters Score -8742257 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -8742289.000000 Penalty: 5494.923340
	Iteration 103Q: 3 clusters Score -8742289 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -8742262.000000 Penalty: 5494.923340
	Iteration 104Q: 3 clusters Score -8742262 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -8742286.000000 Penalty: 5494.923340
	Iteration 105Q: 3 clusters Score -8742286 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -8742289.000000 Penalty: 5494.923340
	Iteration 106Q: 3 clusters Score -8742289 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -8742290.000000 Penalty: 5494.923340
	Iteration 107Q: 3 clusters Score -8742290 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
Score: -8742345.000000 Penalty: 5494.923340
	Iteration 108Q: 3 clusters Score -8742345 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -8742329.000000 Penalty: 5494.923340
	Iteration 109Q: 3 clusters Score -8742329 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 53420 members 
Entering Unmasked Estep 
Score: -8742349.000000 Penalty: 5494.923340
	Iteration 110Q: 3 clusters Score -8742349 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -8742368.000000 Penalty: 5494.923340
	Iteration 111Q: 3 clusters Score -8742368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -8742368.000000 Penalty: 5494.923340
	Iteration 112Q: 3 clusters Score -8742368 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -8742386.000000 Penalty: 5494.923340
	Iteration 113Q: 3 clusters Score -8742386 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -8742360.000000 Penalty: 5494.923340
	Iteration 114Q: 3 clusters Score -8742360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -8742323.000000 Penalty: 5494.923340
	Iteration 115Q: 3 clusters Score -8742323 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -8742348.000000 Penalty: 5494.923340
	Iteration 116Q: 3 clusters Score -8742348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -8742355.000000 Penalty: 5494.923340
	Iteration 117Q: 3 clusters Score -8742355 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -8742370.000000 Penalty: 5494.923340
	Iteration 118Q: 3 clusters Score -8742370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -8742378.000000 Penalty: 5494.923340
	Iteration 119Q: 3 clusters Score -8742378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -8742389.000000 Penalty: 5494.923340
	Iteration 120F: 3 clusters Score -8742389 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -8742393.000000 Penalty: 5494.923340
	Iteration 121Q: 3 clusters Score -8742393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -8742406.000000 Penalty: 5494.923340
	Iteration 122Q: 3 clusters Score -8742406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -8742403.000000 Penalty: 5494.923340
	Iteration 123Q: 3 clusters Score -8742403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -8742402.000000 Penalty: 5494.923340
	Iteration 124Q: 3 clusters Score -8742402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -8742396.000000 Penalty: 5494.923340
	Iteration 125Q: 3 clusters Score -8742396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -8742394.000000 Penalty: 5494.923340
	Iteration 126Q: 3 clusters Score -8742394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -8742404.000000 Penalty: 5494.923340
	Iteration 127Q: 3 clusters Score -8742404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -8742406.000000 Penalty: 5494.923340
	Iteration 128Q: 3 clusters Score -8742406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 54268 members 
Entering Unmasked Estep 
Score: -8742424.000000 Penalty: 5494.923340
	Iteration 129Q: 3 clusters Score -8742424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -8742422.000000 Penalty: 5494.923340
	Iteration 130Q: 3 clusters Score -8742422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 54297 members 
Entering Unmasked Estep 
Score: -8742413.000000 Penalty: 5494.923340
	Iteration 131Q: 3 clusters Score -8742413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -8742427.000000 Penalty: 5494.923340
	Iteration 132Q: 3 clusters Score -8742427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
Score: -8742419.000000 Penalty: 5494.923340
	Iteration 133Q: 3 clusters Score -8742419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -8742415.000000 Penalty: 5494.923340
	Iteration 134Q: 3 clusters Score -8742415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -8742411.000000 Penalty: 5494.923340
	Iteration 135Q: 3 clusters Score -8742411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -8742421.000000 Penalty: 5494.923340
	Iteration 136Q: 3 clusters Score -8742421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -8742418.000000 Penalty: 5494.923340
	Iteration 137Q: 3 clusters Score -8742418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -8742411.000000 Penalty: 5494.923340
	Iteration 138Q: 3 clusters Score -8742411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -8742408.000000 Penalty: 5494.923340
	Iteration 139Q: 3 clusters Score -8742408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 54389 members 
Entering Unmasked Estep 
Score: -8742418.000000 Penalty: 5494.923340
	Iteration 140F: 3 clusters Score -8742418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -8742424.000000 Penalty: 5494.923340
	Iteration 141Q: 3 clusters Score -8742424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -8742428.000000 Penalty: 5494.923340
	Iteration 142Q: 3 clusters Score -8742428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -8742434.000000 Penalty: 5494.923340
	Iteration 143Q: 3 clusters Score -8742434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -8742433.000000 Penalty: 5494.923340
	Iteration 144Q: 3 clusters Score -8742433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -8742443.000000 Penalty: 5494.923340
	Iteration 145Q: 3 clusters Score -8742443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -8742434.000000 Penalty: 5494.923340
	Iteration 146Q: 3 clusters Score -8742434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -8742434.000000 Penalty: 5494.923340
	Iteration 147Q: 3 clusters Score -8742434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -8742433.000000 Penalty: 5494.923340
	Iteration 148Q: 3 clusters Score -8742433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -8742432.000000 Penalty: 5494.923340
	Iteration 149Q: 3 clusters Score -8742432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -8742432.000000 Penalty: 5494.923340
	Iteration 150F: 3 clusters Score -8742432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Entering Unmasked Estep 
Score: -282602.750000 Penalty: 1893.555420
	Iteration 0F: 2 clusters Score -282602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -279933.468750 Penalty: 3787.110840
	Iteration 0F: 3 clusters Score -279933.5 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -280407.156250 Penalty: 3787.110840
	Iteration 1F: 3 clusters Score -280407.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -280542.812500 Penalty: 3787.110840
	Iteration 2F: 3 clusters Score -280542.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -280611.531250 Penalty: 3787.110840
	Iteration 3Q: 3 clusters Score -280611.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -280667.156250 Penalty: 3787.110840
	Iteration 4Q: 3 clusters Score -280667.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -280711.656250 Penalty: 3787.110840
	Iteration 5Q: 3 clusters Score -280711.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -280738.750000 Penalty: 3787.110840
	Iteration 6Q: 3 clusters Score -280738.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -280766.718750 Penalty: 3787.110840
	Iteration 7Q: 3 clusters Score -280766.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -280802.250000 Penalty: 3787.110840
	Iteration 8Q: 3 clusters Score -280802.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -280881.062500 Penalty: 3787.110840
	Iteration 9Q: 3 clusters Score -280881.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -281002.281250 Penalty: 3787.110840
	Iteration 10Q: 3 clusters Score -281002.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -281146.375000 Penalty: 3787.110840
	Iteration 11Q: 3 clusters Score -281146.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -281240.625000 Penalty: 3787.110840
	Iteration 12Q: 3 clusters Score -281240.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -281298.906250 Penalty: 3787.110840
	Iteration 13Q: 3 clusters Score -281298.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -281343.500000 Penalty: 3787.110840
	Iteration 14Q: 3 clusters Score -281343.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -281382.187500 Penalty: 3787.110840
	Iteration 15Q: 3 clusters Score -281382.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -281416.656250 Penalty: 3787.110840
	Iteration 16Q: 3 clusters Score -281416.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -281444.218750 Penalty: 3787.110840
	Iteration 17Q: 3 clusters Score -281444.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -281469.625000 Penalty: 3787.110840
	Iteration 18Q: 3 clusters Score -281469.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -281499.437500 Penalty: 3787.110840
	Iteration 19Q: 3 clusters Score -281499.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -281522.312500 Penalty: 3787.110840
	Iteration 20F: 3 clusters Score -281522.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -281544.656250 Penalty: 3787.110840
	Iteration 21Q: 3 clusters Score -281544.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -281565.062500 Penalty: 3787.110840
	Iteration 22Q: 3 clusters Score -281565.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -281578.968750 Penalty: 3787.110840
	Iteration 23Q: 3 clusters Score -281579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -281589.750000 Penalty: 3787.110840
	Iteration 24Q: 3 clusters Score -281589.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -281596.156250 Penalty: 3787.110840
	Iteration 25Q: 3 clusters Score -281596.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -281600.187500 Penalty: 3787.110840
	Iteration 26Q: 3 clusters Score -281600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -281601.812500 Penalty: 3787.110840
	Iteration 27Q: 3 clusters Score -281601.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -281602.562500 Penalty: 3787.110840
	Iteration 28Q: 3 clusters Score -281602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -281602.562500 Penalty: 3787.110840
	Iteration 29F: 3 clusters Score -281602.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Entering Unmasked Estep 
Score: -1752101.250000 Penalty: 2354.422119
	Iteration 0F: 2 clusters Score -1752101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1742325.750000 Penalty: 4708.844238
	Iteration 0F: 3 clusters Score -1742326 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1745735.125000 Penalty: 4708.844238
	Iteration 1F: 3 clusters Score -1745735 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1746558.250000 Penalty: 4708.844238
	Iteration 2F: 3 clusters Score -1746558 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1747418.500000 Penalty: 4708.844238
	Iteration 3F: 3 clusters Score -1747418 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1748222.125000 Penalty: 4708.844238
	Iteration 4F: 3 clusters Score -1748222 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1748905.500000 Penalty: 4708.844238
	Iteration 5F: 3 clusters Score -1748906 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1749509.250000 Penalty: 4708.844238
	Iteration 6F: 3 clusters Score -1749509 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1750008.250000 Penalty: 4708.844238
	Iteration 7F: 3 clusters Score -1750008 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1750362.500000 Penalty: 4708.844238
	Iteration 8Q: 3 clusters Score -1750362 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1750608.125000 Penalty: 4708.844238
	Iteration 9Q: 3 clusters Score -1750608 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1750782.750000 Penalty: 4708.844238
	Iteration 10Q: 3 clusters Score -1750783 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1750888.500000 Penalty: 4708.844238
	Iteration 11Q: 3 clusters Score -1750888 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1750966.375000 Penalty: 4708.844238
	Iteration 12Q: 3 clusters Score -1750966 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1751015.375000 Penalty: 4708.844238
	Iteration 13Q: 3 clusters Score -1751015 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1751047.500000 Penalty: 4708.844238
	Iteration 14Q: 3 clusters Score -1751048 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1751069.500000 Penalty: 4708.844238
	Iteration 15Q: 3 clusters Score -1751070 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1751087.250000 Penalty: 4708.844238
	Iteration 16Q: 3 clusters Score -1751087 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1751101.125000 Penalty: 4708.844238
	Iteration 17Q: 3 clusters Score -1751101 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1751103.125000 Penalty: 4708.844238
	Iteration 18Q: 3 clusters Score -1751103 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1751108.000000 Penalty: 4708.844238
	Iteration 19Q: 3 clusters Score -1751108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1751115.625000 Penalty: 4708.844238
	Iteration 20F: 3 clusters Score -1751116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1751118.125000 Penalty: 4708.844238
	Iteration 21Q: 3 clusters Score -1751118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1751125.375000 Penalty: 4708.844238
	Iteration 22Q: 3 clusters Score -1751125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1751126.875000 Penalty: 4708.844238
	Iteration 23Q: 3 clusters Score -1751127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1751127.250000 Penalty: 4708.844238
	Iteration 24Q: 3 clusters Score -1751127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1751123.500000 Penalty: 4708.844238
	Iteration 25Q: 3 clusters Score -1751124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1751129.125000 Penalty: 4708.844238
	Iteration 26Q: 3 clusters Score -1751129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1751133.750000 Penalty: 4708.844238
	Iteration 27Q: 3 clusters Score -1751134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1751131.875000 Penalty: 4708.844238
	Iteration 28Q: 3 clusters Score -1751132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1751130.625000 Penalty: 4708.844238
	Iteration 29Q: 3 clusters Score -1751131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1751132.000000 Penalty: 4708.844238
	Iteration 30Q: 3 clusters Score -1751132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1751133.125000 Penalty: 4708.844238
	Iteration 31Q: 3 clusters Score -1751133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1751133.125000 Penalty: 4708.844238
	Iteration 32Q: 3 clusters Score -1751133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1751135.250000 Penalty: 4708.844238
	Iteration 33Q: 3 clusters Score -1751135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1751135.125000 Penalty: 4708.844238
	Iteration 34Q: 3 clusters Score -1751135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1751135.125000 Penalty: 4708.844238
	Iteration 35F: 3 clusters Score -1751135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Entering Unmasked Estep 
Score: -524984.000000 Penalty: 2066.948975
	Iteration 0F: 2 clusters Score -524984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -520986.312500 Penalty: 4133.897949
	Iteration 0F: 3 clusters Score -520986.3 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -522019.312500 Penalty: 4133.897949
	Iteration 1F: 3 clusters Score -522019.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -522224.812500 Penalty: 4133.897949
	Iteration 2F: 3 clusters Score -522224.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -522348.718750 Penalty: 4133.897949
	Iteration 3F: 3 clusters Score -522348.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -522437.750000 Penalty: 4133.897949
	Iteration 4Q: 3 clusters Score -522437.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -522493.375000 Penalty: 4133.897949
	Iteration 5Q: 3 clusters Score -522493.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -522529.218750 Penalty: 4133.897949
	Iteration 6Q: 3 clusters Score -522529.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -522552.031250 Penalty: 4133.897949
	Iteration 7Q: 3 clusters Score -522552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -522580.562500 Penalty: 4133.897949
	Iteration 8Q: 3 clusters Score -522580.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -522609.062500 Penalty: 4133.897949
	Iteration 9Q: 3 clusters Score -522609.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -522629.187500 Penalty: 4133.897949
	Iteration 10Q: 3 clusters Score -522629.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -522640.468750 Penalty: 4133.897949
	Iteration 11Q: 3 clusters Score -522640.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -522654.562500 Penalty: 4133.897949
	Iteration 12Q: 3 clusters Score -522654.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -522665.437500 Penalty: 4133.897949
	Iteration 13Q: 3 clusters Score -522665.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -522678.687500 Penalty: 4133.897949
	Iteration 14Q: 3 clusters Score -522678.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -522688.875000 Penalty: 4133.897949
	Iteration 15Q: 3 clusters Score -522688.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -522700.718750 Penalty: 4133.897949
	Iteration 16Q: 3 clusters Score -522700.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -522714.625000 Penalty: 4133.897949
	Iteration 17Q: 3 clusters Score -522714.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -522730.687500 Penalty: 4133.897949
	Iteration 18Q: 3 clusters Score -522730.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -522742.750000 Penalty: 4133.897949
	Iteration 19Q: 3 clusters Score -522742.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -522754.500000 Penalty: 4133.897949
	Iteration 20F: 3 clusters Score -522754.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -522771.562500 Penalty: 4133.897949
	Iteration 21Q: 3 clusters Score -522771.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -522789.562500 Penalty: 4133.897949
	Iteration 22Q: 3 clusters Score -522789.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -522807.343750 Penalty: 4133.897949
	Iteration 23Q: 3 clusters Score -522807.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -522821.062500 Penalty: 4133.897949
	Iteration 24Q: 3 clusters Score -522821.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -522835.812500 Penalty: 4133.897949
	Iteration 25Q: 3 clusters Score -522835.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -522852.406250 Penalty: 4133.897949
	Iteration 26Q: 3 clusters Score -522852.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -522868.468750 Penalty: 4133.897949
	Iteration 27Q: 3 clusters Score -522868.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -522883.906250 Penalty: 4133.897949
	Iteration 28Q: 3 clusters Score -522883.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -522903.781250 Penalty: 4133.897949
	Iteration 29Q: 3 clusters Score -522903.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -522919.656250 Penalty: 4133.897949
	Iteration 30Q: 3 clusters Score -522919.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -522939.906250 Penalty: 4133.897949
	Iteration 31Q: 3 clusters Score -522939.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -522961.375000 Penalty: 4133.897949
	Iteration 32Q: 3 clusters Score -522961.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -522986.281250 Penalty: 4133.897949
	Iteration 33Q: 3 clusters Score -522986.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -523010.906250 Penalty: 4133.897949
	Iteration 34Q: 3 clusters Score -523010.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -523034.343750 Penalty: 4133.897949
	Iteration 35Q: 3 clusters Score -523034.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -523052.968750 Penalty: 4133.897949
	Iteration 36Q: 3 clusters Score -523053 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -523072.812500 Penalty: 4133.897949
	Iteration 37Q: 3 clusters Score -523072.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -523089.625000 Penalty: 4133.897949
	Iteration 38Q: 3 clusters Score -523089.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -523105.312500 Penalty: 4133.897949
	Iteration 39Q: 3 clusters Score -523105.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -523119.718750 Penalty: 4133.897949
	Iteration 40F: 3 clusters Score -523119.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -523134.750000 Penalty: 4133.897949
	Iteration 41Q: 3 clusters Score -523134.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -523154.468750 Penalty: 4133.897949
	Iteration 42Q: 3 clusters Score -523154.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -523173.875000 Penalty: 4133.897949
	Iteration 43Q: 3 clusters Score -523173.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -523192.843750 Penalty: 4133.897949
	Iteration 44Q: 3 clusters Score -523192.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -523208.000000 Penalty: 4133.897949
	Iteration 45Q: 3 clusters Score -523208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -523230.250000 Penalty: 4133.897949
	Iteration 46Q: 3 clusters Score -523230.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -523242.718750 Penalty: 4133.897949
	Iteration 47Q: 3 clusters Score -523242.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -523257.468750 Penalty: 4133.897949
	Iteration 48Q: 3 clusters Score -523257.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -523274.093750 Penalty: 4133.897949
	Iteration 49Q: 3 clusters Score -523274.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -523293.062500 Penalty: 4133.897949
	Iteration 50Q: 3 clusters Score -523293.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -523307.218750 Penalty: 4133.897949
	Iteration 51Q: 3 clusters Score -523307.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -523317.656250 Penalty: 4133.897949
	Iteration 52Q: 3 clusters Score -523317.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -523324.250000 Penalty: 4133.897949
	Iteration 53Q: 3 clusters Score -523324.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -523332.375000 Penalty: 4133.897949
	Iteration 54Q: 3 clusters Score -523332.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -523338.875000 Penalty: 4133.897949
	Iteration 55Q: 3 clusters Score -523338.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -523345.343750 Penalty: 4133.897949
	Iteration 56Q: 3 clusters Score -523345.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -523351.281250 Penalty: 4133.897949
	Iteration 57Q: 3 clusters Score -523351.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -523355.750000 Penalty: 4133.897949
	Iteration 58Q: 3 clusters Score -523355.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -523359.750000 Penalty: 4133.897949
	Iteration 59Q: 3 clusters Score -523359.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -523361.937500 Penalty: 4133.897949
	Iteration 60F: 3 clusters Score -523361.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -523365.718750 Penalty: 4133.897949
	Iteration 61Q: 3 clusters Score -523365.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -523370.000000 Penalty: 4133.897949
	Iteration 62Q: 3 clusters Score -523370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -523376.843750 Penalty: 4133.897949
	Iteration 63Q: 3 clusters Score -523376.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -523380.968750 Penalty: 4133.897949
	Iteration 64Q: 3 clusters Score -523381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -523383.062500 Penalty: 4133.897949
	Iteration 65Q: 3 clusters Score -523383.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -523387.937500 Penalty: 4133.897949
	Iteration 66Q: 3 clusters Score -523387.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -523393.593750 Penalty: 4133.897949
	Iteration 67Q: 3 clusters Score -523393.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -523398.281250 Penalty: 4133.897949
	Iteration 68Q: 3 clusters Score -523398.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -523403.093750 Penalty: 4133.897949
	Iteration 69Q: 3 clusters Score -523403.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -523405.250000 Penalty: 4133.897949
	Iteration 70Q: 3 clusters Score -523405.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -523408.093750 Penalty: 4133.897949
	Iteration 71Q: 3 clusters Score -523408.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -523412.625000 Penalty: 4133.897949
	Iteration 72Q: 3 clusters Score -523412.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -523417.218750 Penalty: 4133.897949
	Iteration 73Q: 3 clusters Score -523417.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -523422.187500 Penalty: 4133.897949
	Iteration 74Q: 3 clusters Score -523422.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -523426.781250 Penalty: 4133.897949
	Iteration 75Q: 3 clusters Score -523426.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -523427.906250 Penalty: 4133.897949
	Iteration 76Q: 3 clusters Score -523427.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -523429.750000 Penalty: 4133.897949
	Iteration 77Q: 3 clusters Score -523429.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -523432.031250 Penalty: 4133.897949
	Iteration 78Q: 3 clusters Score -523432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -523435.093750 Penalty: 4133.897949
	Iteration 79Q: 3 clusters Score -523435.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -523440.750000 Penalty: 4133.897949
	Iteration 80F: 3 clusters Score -523440.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -523446.812500 Penalty: 4133.897949
	Iteration 81Q: 3 clusters Score -523446.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -523453.250000 Penalty: 4133.897949
	Iteration 82Q: 3 clusters Score -523453.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -523461.562500 Penalty: 4133.897949
	Iteration 83Q: 3 clusters Score -523461.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -523476.062500 Penalty: 4133.897949
	Iteration 84Q: 3 clusters Score -523476.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -523487.687500 Penalty: 4133.897949
	Iteration 85Q: 3 clusters Score -523487.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -523497.781250 Penalty: 4133.897949
	Iteration 86Q: 3 clusters Score -523497.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -523505.968750 Penalty: 4133.897949
	Iteration 87Q: 3 clusters Score -523506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -523513.812500 Penalty: 4133.897949
	Iteration 88Q: 3 clusters Score -523513.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -523525.875000 Penalty: 4133.897949
	Iteration 89Q: 3 clusters Score -523525.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -523550.500000 Penalty: 4133.897949
	Iteration 90Q: 3 clusters Score -523550.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -523577.781250 Penalty: 4133.897949
	Iteration 91Q: 3 clusters Score -523577.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -523607.875000 Penalty: 4133.897949
	Iteration 92Q: 3 clusters Score -523607.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -523639.250000 Penalty: 4133.897949
	Iteration 93Q: 3 clusters Score -523639.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -523679.531250 Penalty: 4133.897949
	Iteration 94Q: 3 clusters Score -523679.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -523710.718750 Penalty: 4133.897949
	Iteration 95Q: 3 clusters Score -523710.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -523738.375000 Penalty: 4133.897949
	Iteration 96Q: 3 clusters Score -523738.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -523768.781250 Penalty: 4133.897949
	Iteration 97Q: 3 clusters Score -523768.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -523793.093750 Penalty: 4133.897949
	Iteration 98Q: 3 clusters Score -523793.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -523820.375000 Penalty: 4133.897949
	Iteration 99Q: 3 clusters Score -523820.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -523844.375000 Penalty: 4133.897949
	Iteration 100F: 3 clusters Score -523844.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -523851.343750 Penalty: 4133.897949
	Iteration 101Q: 3 clusters Score -523851.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -523860.875000 Penalty: 4133.897949
	Iteration 102Q: 3 clusters Score -523860.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -523867.812500 Penalty: 4133.897949
	Iteration 103Q: 3 clusters Score -523867.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -523872.875000 Penalty: 4133.897949
	Iteration 104Q: 3 clusters Score -523872.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -523875.781250 Penalty: 4133.897949
	Iteration 105Q: 3 clusters Score -523875.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -523875.781250 Penalty: 4133.897949
	Iteration 106F: 3 clusters Score -523875.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Entering Unmasked Estep 
Score: -1667188.250000 Penalty: 2342.285889
	Iteration 0F: 2 clusters Score -1667188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1657882.125000 Penalty: 4684.571777
	Iteration 0F: 3 clusters Score -1657882 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1660795.750000 Penalty: 4684.571777
	Iteration 1F: 3 clusters Score -1660796 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1661227.375000 Penalty: 4684.571777
	Iteration 2F: 3 clusters Score -1661227 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1661616.500000 Penalty: 4684.571777
	Iteration 3F: 3 clusters Score -1661616 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1662053.375000 Penalty: 4684.571777
	Iteration 4F: 3 clusters Score -1662053 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1662542.125000 Penalty: 4684.571777
	Iteration 5F: 3 clusters Score -1662542 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1663073.125000 Penalty: 4684.571777
	Iteration 6F: 3 clusters Score -1663073 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1663620.500000 Penalty: 4684.571777
	Iteration 7F: 3 clusters Score -1663620 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1664017.250000 Penalty: 4684.571777
	Iteration 8F: 3 clusters Score -1664017 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1664284.750000 Penalty: 4684.571777
	Iteration 9Q: 3 clusters Score -1664285 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1664486.375000 Penalty: 4684.571777
	Iteration 10Q: 3 clusters Score -1664486 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1664642.125000 Penalty: 4684.571777
	Iteration 11Q: 3 clusters Score -1664642 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1664761.250000 Penalty: 4684.571777
	Iteration 12Q: 3 clusters Score -1664761 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1664850.250000 Penalty: 4684.571777
	Iteration 13Q: 3 clusters Score -1664850 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1664926.250000 Penalty: 4684.571777
	Iteration 14Q: 3 clusters Score -1664926 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1664982.375000 Penalty: 4684.571777
	Iteration 15Q: 3 clusters Score -1664982 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1665037.000000 Penalty: 4684.571777
	Iteration 16Q: 3 clusters Score -1665037 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1665064.875000 Penalty: 4684.571777
	Iteration 17Q: 3 clusters Score -1665065 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1665086.750000 Penalty: 4684.571777
	Iteration 18Q: 3 clusters Score -1665087 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1665107.625000 Penalty: 4684.571777
	Iteration 19Q: 3 clusters Score -1665108 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1665125.500000 Penalty: 4684.571777
	Iteration 20F: 3 clusters Score -1665126 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1665154.125000 Penalty: 4684.571777
	Iteration 21Q: 3 clusters Score -1665154 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1665176.750000 Penalty: 4684.571777
	Iteration 22Q: 3 clusters Score -1665177 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1665208.250000 Penalty: 4684.571777
	Iteration 23Q: 3 clusters Score -1665208 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1665250.625000 Penalty: 4684.571777
	Iteration 24Q: 3 clusters Score -1665251 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1665290.875000 Penalty: 4684.571777
	Iteration 25Q: 3 clusters Score -1665291 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1665314.000000 Penalty: 4684.571777
	Iteration 26Q: 3 clusters Score -1665314 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1665342.875000 Penalty: 4684.571777
	Iteration 27Q: 3 clusters Score -1665343 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1665367.500000 Penalty: 4684.571777
	Iteration 28Q: 3 clusters Score -1665368 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1665395.375000 Penalty: 4684.571777
	Iteration 29Q: 3 clusters Score -1665395 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1665424.875000 Penalty: 4684.571777
	Iteration 30Q: 3 clusters Score -1665425 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1665448.750000 Penalty: 4684.571777
	Iteration 31Q: 3 clusters Score -1665449 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1665475.875000 Penalty: 4684.571777
	Iteration 32Q: 3 clusters Score -1665476 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1665507.125000 Penalty: 4684.571777
	Iteration 33Q: 3 clusters Score -1665507 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1665536.125000 Penalty: 4684.571777
	Iteration 34Q: 3 clusters Score -1665536 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1665555.250000 Penalty: 4684.571777
	Iteration 35Q: 3 clusters Score -1665555 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1665580.375000 Penalty: 4684.571777
	Iteration 36Q: 3 clusters Score -1665580 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1665598.750000 Penalty: 4684.571777
	Iteration 37Q: 3 clusters Score -1665599 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1665616.875000 Penalty: 4684.571777
	Iteration 38Q: 3 clusters Score -1665617 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1665635.250000 Penalty: 4684.571777
	Iteration 39Q: 3 clusters Score -1665635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1665658.375000 Penalty: 4684.571777
	Iteration 40F: 3 clusters Score -1665658 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1665675.125000 Penalty: 4684.571777
	Iteration 41Q: 3 clusters Score -1665675 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1665693.375000 Penalty: 4684.571777
	Iteration 42Q: 3 clusters Score -1665693 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1665707.750000 Penalty: 4684.571777
	Iteration 43Q: 3 clusters Score -1665708 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1665720.250000 Penalty: 4684.571777
	Iteration 44Q: 3 clusters Score -1665720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1665725.875000 Penalty: 4684.571777
	Iteration 45Q: 3 clusters Score -1665726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1665732.750000 Penalty: 4684.571777
	Iteration 46Q: 3 clusters Score -1665733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1665744.375000 Penalty: 4684.571777
	Iteration 47Q: 3 clusters Score -1665744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1665749.125000 Penalty: 4684.571777
	Iteration 48Q: 3 clusters Score -1665749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1665751.875000 Penalty: 4684.571777
	Iteration 49Q: 3 clusters Score -1665752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1665758.625000 Penalty: 4684.571777
	Iteration 50Q: 3 clusters Score -1665759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1665762.375000 Penalty: 4684.571777
	Iteration 51Q: 3 clusters Score -1665762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1665768.875000 Penalty: 4684.571777
	Iteration 52Q: 3 clusters Score -1665769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1665776.875000 Penalty: 4684.571777
	Iteration 53Q: 3 clusters Score -1665777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1665780.625000 Penalty: 4684.571777
	Iteration 54Q: 3 clusters Score -1665781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1665785.250000 Penalty: 4684.571777
	Iteration 55Q: 3 clusters Score -1665785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1665786.625000 Penalty: 4684.571777
	Iteration 56Q: 3 clusters Score -1665787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1665790.750000 Penalty: 4684.571777
	Iteration 57Q: 3 clusters Score -1665791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1665793.750000 Penalty: 4684.571777
	Iteration 58Q: 3 clusters Score -1665794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1665793.750000 Penalty: 4684.571777
	Iteration 59Q: 3 clusters Score -1665794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1665800.250000 Penalty: 4684.571777
	Iteration 60F: 3 clusters Score -1665800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1665803.625000 Penalty: 4684.571777
	Iteration 61Q: 3 clusters Score -1665804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1665806.750000 Penalty: 4684.571777
	Iteration 62Q: 3 clusters Score -1665807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1665807.625000 Penalty: 4684.571777
	Iteration 63Q: 3 clusters Score -1665808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1665810.625000 Penalty: 4684.571777
	Iteration 64Q: 3 clusters Score -1665811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1665814.250000 Penalty: 4684.571777
	Iteration 65Q: 3 clusters Score -1665814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1665818.375000 Penalty: 4684.571777
	Iteration 66Q: 3 clusters Score -1665818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1665816.375000 Penalty: 4684.571777
	Iteration 67Q: 3 clusters Score -1665816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1665811.625000 Penalty: 4684.571777
	Iteration 68Q: 3 clusters Score -1665812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1665812.125000 Penalty: 4684.571777
	Iteration 69Q: 3 clusters Score -1665812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1665818.250000 Penalty: 4684.571777
	Iteration 70Q: 3 clusters Score -1665818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1665816.750000 Penalty: 4684.571777
	Iteration 71Q: 3 clusters Score -1665817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1665819.250000 Penalty: 4684.571777
	Iteration 72Q: 3 clusters Score -1665819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1665818.375000 Penalty: 4684.571777
	Iteration 73Q: 3 clusters Score -1665818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1665818.125000 Penalty: 4684.571777
	Iteration 74Q: 3 clusters Score -1665818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1665817.250000 Penalty: 4684.571777
	Iteration 75Q: 3 clusters Score -1665817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1665822.750000 Penalty: 4684.571777
	Iteration 76Q: 3 clusters Score -1665823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1665821.875000 Penalty: 4684.571777
	Iteration 77Q: 3 clusters Score -1665822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1665823.125000 Penalty: 4684.571777
	Iteration 78Q: 3 clusters Score -1665823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1665821.750000 Penalty: 4684.571777
	Iteration 79Q: 3 clusters Score -1665822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1665822.375000 Penalty: 4684.571777
	Iteration 80F: 3 clusters Score -1665822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1665824.125000 Penalty: 4684.571777
	Iteration 81Q: 3 clusters Score -1665824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1665825.000000 Penalty: 4684.571777
	Iteration 82Q: 3 clusters Score -1665825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1665822.250000 Penalty: 4684.571777
	Iteration 83Q: 3 clusters Score -1665822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1665823.250000 Penalty: 4684.571777
	Iteration 84Q: 3 clusters Score -1665823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1665824.375000 Penalty: 4684.571777
	Iteration 85Q: 3 clusters Score -1665824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1665822.625000 Penalty: 4684.571777
	Iteration 86Q: 3 clusters Score -1665823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1665826.000000 Penalty: 4684.571777
	Iteration 87Q: 3 clusters Score -1665826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1665831.000000 Penalty: 4684.571777
	Iteration 88Q: 3 clusters Score -1665831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1665830.250000 Penalty: 4684.571777
	Iteration 89Q: 3 clusters Score -1665830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1665831.375000 Penalty: 4684.571777
	Iteration 90Q: 3 clusters Score -1665831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1665834.500000 Penalty: 4684.571777
	Iteration 91Q: 3 clusters Score -1665834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1665832.000000 Penalty: 4684.571777
	Iteration 92Q: 3 clusters Score -1665832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1665837.625000 Penalty: 4684.571777
	Iteration 93Q: 3 clusters Score -1665838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1665840.000000 Penalty: 4684.571777
	Iteration 94Q: 3 clusters Score -1665840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1665839.625000 Penalty: 4684.571777
	Iteration 95Q: 3 clusters Score -1665840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1665845.250000 Penalty: 4684.571777
	Iteration 96Q: 3 clusters Score -1665845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1665848.500000 Penalty: 4684.571777
	Iteration 97Q: 3 clusters Score -1665848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1665848.125000 Penalty: 4684.571777
	Iteration 98Q: 3 clusters Score -1665848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1665853.625000 Penalty: 4684.571777
	Iteration 99Q: 3 clusters Score -1665854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1665852.625000 Penalty: 4684.571777
	Iteration 100F: 3 clusters Score -1665853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1665850.125000 Penalty: 4684.571777
	Iteration 101Q: 3 clusters Score -1665850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1665848.875000 Penalty: 4684.571777
	Iteration 102Q: 3 clusters Score -1665849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1665848.875000 Penalty: 4684.571777
	Iteration 103F: 3 clusters Score -1665849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Entering Unmasked Estep 
Score: -495812.843750 Penalty: 2040.984741
	Iteration 0F: 2 clusters Score -495812.8 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 1856 members 
Entering Unmasked Estep 
Score: -492060.718750 Penalty: 4081.969482
	Iteration 0F: 3 clusters Score -492060.7 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -492933.031250 Penalty: 4081.969482
	Iteration 1F: 3 clusters Score -492933 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -493136.906250 Penalty: 4081.969482
	Iteration 2F: 3 clusters Score -493136.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -493237.281250 Penalty: 4081.969482
	Iteration 3Q: 3 clusters Score -493237.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -493293.312500 Penalty: 4081.969482
	Iteration 4Q: 3 clusters Score -493293.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -493343.750000 Penalty: 4081.969482
	Iteration 5Q: 3 clusters Score -493343.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -493395.937500 Penalty: 4081.969482
	Iteration 6Q: 3 clusters Score -493395.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -493443.531250 Penalty: 4081.969482
	Iteration 7Q: 3 clusters Score -493443.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -493489.625000 Penalty: 4081.969482
	Iteration 8Q: 3 clusters Score -493489.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -493541.093750 Penalty: 4081.969482
	Iteration 9Q: 3 clusters Score -493541.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -493602.156250 Penalty: 4081.969482
	Iteration 10Q: 3 clusters Score -493602.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -493670.875000 Penalty: 4081.969482
	Iteration 11Q: 3 clusters Score -493670.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -493739.406250 Penalty: 4081.969482
	Iteration 12Q: 3 clusters Score -493739.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -493819.687500 Penalty: 4081.969482
	Iteration 13Q: 3 clusters Score -493819.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -493884.750000 Penalty: 4081.969482
	Iteration 14Q: 3 clusters Score -493884.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -493932.687500 Penalty: 4081.969482
	Iteration 15Q: 3 clusters Score -493932.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -493971.843750 Penalty: 4081.969482
	Iteration 16Q: 3 clusters Score -493971.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -494006.250000 Penalty: 4081.969482
	Iteration 17Q: 3 clusters Score -494006.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -494038.531250 Penalty: 4081.969482
	Iteration 18Q: 3 clusters Score -494038.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -494071.125000 Penalty: 4081.969482
	Iteration 19Q: 3 clusters Score -494071.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -494087.968750 Penalty: 4081.969482
	Iteration 20F: 3 clusters Score -494088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -494111.093750 Penalty: 4081.969482
	Iteration 21Q: 3 clusters Score -494111.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -494123.250000 Penalty: 4081.969482
	Iteration 22Q: 3 clusters Score -494123.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -494131.031250 Penalty: 4081.969482
	Iteration 23Q: 3 clusters Score -494131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -494135.562500 Penalty: 4081.969482
	Iteration 24Q: 3 clusters Score -494135.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -494139.406250 Penalty: 4081.969482
	Iteration 25Q: 3 clusters Score -494139.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -494141.406250 Penalty: 4081.969482
	Iteration 26Q: 3 clusters Score -494141.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -494142.906250 Penalty: 4081.969482
	Iteration 27Q: 3 clusters Score -494142.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -494143.937500 Penalty: 4081.969482
	Iteration 28Q: 3 clusters Score -494143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -494144.250000 Penalty: 4081.969482
	Iteration 29Q: 3 clusters Score -494144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -494146.375000 Penalty: 4081.969482
	Iteration 30Q: 3 clusters Score -494146.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -494147.437500 Penalty: 4081.969482
	Iteration 31Q: 3 clusters Score -494147.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -494148.718750 Penalty: 4081.969482
	Iteration 32Q: 3 clusters Score -494148.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -494148.343750 Penalty: 4081.969482
	Iteration 33Q: 3 clusters Score -494148.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -494149.750000 Penalty: 4081.969482
	Iteration 34Q: 3 clusters Score -494149.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -494150.812500 Penalty: 4081.969482
	Iteration 35Q: 3 clusters Score -494150.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -494151.343750 Penalty: 4081.969482
	Iteration 36Q: 3 clusters Score -494151.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -494154.218750 Penalty: 4081.969482
	Iteration 37Q: 3 clusters Score -494154.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -494154.625000 Penalty: 4081.969482
	Iteration 38Q: 3 clusters Score -494154.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -494155.718750 Penalty: 4081.969482
	Iteration 39Q: 3 clusters Score -494155.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -494155.281250 Penalty: 4081.969482
	Iteration 40F: 3 clusters Score -494155.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Entering Unmasked Estep 
Score: -472539.312500 Penalty: 2041.381226
	Iteration 0F: 2 clusters Score -472539.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -468828.437500 Penalty: 4082.762451
	Iteration 0F: 3 clusters Score -468828.4 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -469740.437500 Penalty: 4082.762451
	Iteration 1F: 3 clusters Score -469740.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -469997.093750 Penalty: 4082.762451
	Iteration 2F: 3 clusters Score -469997.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -470210.843750 Penalty: 4082.762451
	Iteration 3F: 3 clusters Score -470210.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -470422.625000 Penalty: 4082.762451
	Iteration 4F: 3 clusters Score -470422.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -470690.625000 Penalty: 4082.762451
	Iteration 5F: 3 clusters Score -470690.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -470954.500000 Penalty: 4082.762451
	Iteration 6F: 3 clusters Score -470954.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -471188.625000 Penalty: 4082.762451
	Iteration 7F: 3 clusters Score -471188.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -471337.406250 Penalty: 4082.762451
	Iteration 8Q: 3 clusters Score -471337.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -471424.781250 Penalty: 4082.762451
	Iteration 9Q: 3 clusters Score -471424.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -471489.406250 Penalty: 4082.762451
	Iteration 10Q: 3 clusters Score -471489.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -471536.031250 Penalty: 4082.762451
	Iteration 11Q: 3 clusters Score -471536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -471572.750000 Penalty: 4082.762451
	Iteration 12Q: 3 clusters Score -471572.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -471612.906250 Penalty: 4082.762451
	Iteration 13Q: 3 clusters Score -471612.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -471652.750000 Penalty: 4082.762451
	Iteration 14Q: 3 clusters Score -471652.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -471683.281250 Penalty: 4082.762451
	Iteration 15Q: 3 clusters Score -471683.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -471719.062500 Penalty: 4082.762451
	Iteration 16Q: 3 clusters Score -471719.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -471772.031250 Penalty: 4082.762451
	Iteration 17Q: 3 clusters Score -471772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -471830.687500 Penalty: 4082.762451
	Iteration 18Q: 3 clusters Score -471830.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -471888.281250 Penalty: 4082.762451
	Iteration 19Q: 3 clusters Score -471888.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -471924.593750 Penalty: 4082.762451
	Iteration 20F: 3 clusters Score -471924.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -471936.468750 Penalty: 4082.762451
	Iteration 21Q: 3 clusters Score -471936.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -471942.406250 Penalty: 4082.762451
	Iteration 22Q: 3 clusters Score -471942.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -471947.250000 Penalty: 4082.762451
	Iteration 23Q: 3 clusters Score -471947.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -471948.718750 Penalty: 4082.762451
	Iteration 24Q: 3 clusters Score -471948.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -471949.312500 Penalty: 4082.762451
	Iteration 25Q: 3 clusters Score -471949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -471950.031250 Penalty: 4082.762451
	Iteration 26Q: 3 clusters Score -471950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -471950.906250 Penalty: 4082.762451
	Iteration 27Q: 3 clusters Score -471950.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -471950.906250 Penalty: 4082.762451
	Iteration 28F: 3 clusters Score -471950.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -171138.078125 Penalty: 1800.783813
	Iteration 0F: 2 clusters Score -171138.1 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 672 members 
Entering Unmasked Estep 
Score: -169028.437500 Penalty: 3601.567627
	Iteration 0F: 3 clusters Score -169028.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -169926.171875 Penalty: 3601.567627
	Iteration 1F: 3 clusters Score -169926.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -170730.968750 Penalty: 3601.567627
	Iteration 2F: 3 clusters Score -170731 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -171323.828125 Penalty: 3601.567627
	Iteration 3F: 3 clusters Score -171323.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -171725.859375 Penalty: 3601.567627
	Iteration 4F: 3 clusters Score -171725.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -171881.000000 Penalty: 3601.567627
	Iteration 5Q: 3 clusters Score -171881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -171928.250000 Penalty: 3601.567627
	Iteration 6Q: 3 clusters Score -171928.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -171937.390625 Penalty: 3601.567627
	Iteration 7Q: 3 clusters Score -171937.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -171941.187500 Penalty: 3601.567627
	Iteration 8Q: 3 clusters Score -171941.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -171941.187500 Penalty: 3601.567627
	Iteration 9F: 3 clusters Score -171941.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154991 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166556 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20599 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88627 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20624 members 
Mstep: Class 23 contains 64762 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 764 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Mstep: Class 33 contains 660 members 
Entering Unmasked Estep 
Score: -100910456.000000 Penalty: 110858.882812
Splitting cluster 30 changes total score from -100911464.000000 to -100910456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (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: -58159.054688 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -58159.05 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 270 members 
Entering Unmasked Estep 
Score: -56698.164062 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -56698.16 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -56958.339844 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -56958.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57119.113281 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -57119.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57287.765625 Penalty: 3093.239258
	Iteration 3F: 3 clusters Score -57287.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -57491.226562 Penalty: 3093.239258
	Iteration 4F: 3 clusters Score -57491.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -57746.300781 Penalty: 3093.239258
	Iteration 5F: 3 clusters Score -57746.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -58130.406250 Penalty: 3093.239258
	Iteration 6F: 3 clusters Score -58130.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -58226.726562 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -58226.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -58325.800781 Penalty: 3093.239258
	Iteration 8Q: 3 clusters Score -58325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -58358.558594 Penalty: 3093.239258
	Iteration 9Q: 3 clusters Score -58358.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -58358.558594 Penalty: 3093.239258
	Iteration 10F: 3 clusters Score -58358.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154991 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166556 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20599 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88627 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20624 members 
Mstep: Class 23 contains 64762 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 169 members 
Mstep: Class 32 contains 4240 members 
Mstep: Class 33 contains 342 members 
Entering Unmasked Estep 
Score: -100909768.000000 Penalty: 110858.882812
Splitting cluster 31 changes total score from -100911464.000000 to -100909768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (4240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Entering Unmasked Estep 
Score: -565249.000000 Penalty: 2071.375000
	Iteration 0F: 2 clusters Score -565249 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 2127 members 
Entering Unmasked Estep 
Score: -561188.500000 Penalty: 4142.750000
	Iteration 0F: 3 clusters Score -561188.5 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -562124.625000 Penalty: 4142.750000
	Iteration 1F: 3 clusters Score -562124.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -562388.187500 Penalty: 4142.750000
	Iteration 2F: 3 clusters Score -562388.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -562561.375000 Penalty: 4142.750000
	Iteration 3F: 3 clusters Score -562561.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -562706.437500 Penalty: 4142.750000
	Iteration 4F: 3 clusters Score -562706.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -562820.375000 Penalty: 4142.750000
	Iteration 5Q: 3 clusters Score -562820.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -562951.375000 Penalty: 4142.750000
	Iteration 6Q: 3 clusters Score -562951.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -563078.000000 Penalty: 4142.750000
	Iteration 7Q: 3 clusters Score -563078 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -563204.125000 Penalty: 4142.750000
	Iteration 8Q: 3 clusters Score -563204.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -563287.750000 Penalty: 4142.750000
	Iteration 9Q: 3 clusters Score -563287.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -563340.250000 Penalty: 4142.750000
	Iteration 10Q: 3 clusters Score -563340.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -563380.000000 Penalty: 4142.750000
	Iteration 11Q: 3 clusters Score -563380 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -563424.687500 Penalty: 4142.750000
	Iteration 12Q: 3 clusters Score -563424.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -563476.750000 Penalty: 4142.750000
	Iteration 13Q: 3 clusters Score -563476.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -563510.187500 Penalty: 4142.750000
	Iteration 14Q: 3 clusters Score -563510.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -563542.562500 Penalty: 4142.750000
	Iteration 15Q: 3 clusters Score -563542.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -563559.687500 Penalty: 4142.750000
	Iteration 16Q: 3 clusters Score -563559.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -563575.875000 Penalty: 4142.750000
	Iteration 17Q: 3 clusters Score -563575.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -563591.687500 Penalty: 4142.750000
	Iteration 18Q: 3 clusters Score -563591.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -563609.625000 Penalty: 4142.750000
	Iteration 19Q: 3 clusters Score -563609.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -563626.562500 Penalty: 4142.750000
	Iteration 20F: 3 clusters Score -563626.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -563638.062500 Penalty: 4142.750000
	Iteration 21Q: 3 clusters Score -563638.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -563645.125000 Penalty: 4142.750000
	Iteration 22Q: 3 clusters Score -563645.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -563649.687500 Penalty: 4142.750000
	Iteration 23Q: 3 clusters Score -563649.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -563652.687500 Penalty: 4142.750000
	Iteration 24Q: 3 clusters Score -563652.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -563655.312500 Penalty: 4142.750000
	Iteration 25Q: 3 clusters Score -563655.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -563659.187500 Penalty: 4142.750000
	Iteration 26Q: 3 clusters Score -563659.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -563660.875000 Penalty: 4142.750000
	Iteration 27Q: 3 clusters Score -563660.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -563664.500000 Penalty: 4142.750000
	Iteration 28Q: 3 clusters Score -563664.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -563664.562500 Penalty: 4142.750000
	Iteration 29Q: 3 clusters Score -563664.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -563665.937500 Penalty: 4142.750000
	Iteration 30Q: 3 clusters Score -563665.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -563665.937500 Penalty: 4142.750000
	Iteration 31F: 3 clusters Score -563665.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154991 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166556 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20599 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88627 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20624 members 
Mstep: Class 23 contains 64762 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911480.000000 Penalty: 107499.523438
Iteration 159Q: 33 clusters Score -1.009115e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154991 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17810 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166558 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20600 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88627 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20623 members 
Mstep: Class 23 contains 64752 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911496.000000 Penalty: 107499.523438
Iteration 160F: 33 clusters Score -1.009115e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154986 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17810 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166558 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20600 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9474 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88627 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20625 members 
Mstep: Class 23 contains 64748 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911488.000000 Penalty: 107499.523438
Iteration 161Q: 33 clusters Score -1.009115e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154988 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17810 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166558 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20600 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88627 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20625 members 
Mstep: Class 23 contains 64746 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911520.000000 Penalty: 107499.523438
Iteration 162Q: 33 clusters Score -1.009115e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154988 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17810 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166557 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20600 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88627 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20625 members 
Mstep: Class 23 contains 64746 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911496.000000 Penalty: 107499.523438
Iteration 163Q: 33 clusters Score -1.009115e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154989 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166557 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20600 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9472 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88627 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20626 members 
Mstep: Class 23 contains 64745 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911480.000000 Penalty: 107499.523438
Iteration 164Q: 33 clusters Score -1.009115e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154990 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166557 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20600 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88626 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20625 members 
Mstep: Class 23 contains 64743 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911512.000000 Penalty: 107499.523438
Iteration 165Q: 33 clusters Score -1.009115e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154991 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17807 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166557 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20600 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88626 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20627 members 
Mstep: Class 23 contains 64742 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911536.000000 Penalty: 107499.523438
Iteration 166Q: 33 clusters Score -1.009115e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154993 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166558 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20600 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9471 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88625 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20626 members 
Mstep: Class 23 contains 64740 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911552.000000 Penalty: 107499.523438
Iteration 167Q: 33 clusters Score -1.009116e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154994 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166558 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20600 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9471 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88625 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20625 members 
Mstep: Class 23 contains 64740 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911552.000000 Penalty: 107499.523438
Iteration 168Q: 33 clusters Score -1.009116e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154993 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166558 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20600 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9474 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88625 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20623 members 
Mstep: Class 23 contains 64740 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911576.000000 Penalty: 107499.523438
Iteration 169Q: 33 clusters Score -1.009116e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154992 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166558 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20600 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9475 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88625 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20623 members 
Mstep: Class 23 contains 64740 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911552.000000 Penalty: 107499.523438
Iteration 170Q: 33 clusters Score -1.009116e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154993 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166558 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20600 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9474 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88625 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20623 members 
Mstep: Class 23 contains 64740 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911568.000000 Penalty: 107499.523438
Iteration 171Q: 33 clusters Score -1.009116e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154993 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166559 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20600 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9472 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88625 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20624 members 
Mstep: Class 23 contains 64740 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911528.000000 Penalty: 107499.523438
Iteration 172Q: 33 clusters Score -1.009115e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154993 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166560 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20600 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88625 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20624 members 
Mstep: Class 23 contains 64738 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911520.000000 Penalty: 107499.523438
Iteration 173Q: 33 clusters Score -1.009115e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154993 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166560 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20600 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88625 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20624 members 
Mstep: Class 23 contains 64738 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911520.000000 Penalty: 107499.523438
Iteration 174F: 33 clusters Score -1.009115e+08 nChanged 0
Entering ConstructFrom: 
Score: -100911520.000000 Penalty: 107499.523438
Entering ConstructFrom: 
Trying to split cluster 1 (154993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154993 members 
Entering Unmasked Estep 
Score: -21250778.000000 Penalty: 2963.881592
	Iteration 0F: 2 clusters Score -2.125078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77247 members 
Mstep: Class 2 contains 77746 members 
Entering Unmasked Estep 
Score: -21149788.000000 Penalty: 5927.763184
	Iteration 0F: 3 clusters Score -2.114979e+07 nChanged 74245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 80725 members 
Entering Unmasked Estep 
Score: -21193106.000000 Penalty: 5927.763184
	Iteration 1F: 3 clusters Score -2.119311e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -21194228.000000 Penalty: 5927.763184
	Iteration 2Q: 3 clusters Score -2.119423e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70222 members 
Mstep: Class 2 contains 84771 members 
Entering Unmasked Estep 
Score: -21195486.000000 Penalty: 5927.763184
	Iteration 3Q: 3 clusters Score -2.119549e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 88355 members 
Entering Unmasked Estep 
Score: -21197334.000000 Penalty: 5927.763184
	Iteration 4Q: 3 clusters Score -2.119733e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 93703 members 
Entering Unmasked Estep 
Score: -21200618.000000 Penalty: 5927.763184
	Iteration 5Q: 3 clusters Score -2.120062e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 101037 members 
Entering Unmasked Estep 
Score: -21205568.000000 Penalty: 5927.763184
	Iteration 6F: 3 clusters Score -2.120557e+07 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 110685 members 
Entering Unmasked Estep 
Score: -21212710.000000 Penalty: 5927.763184
	Iteration 7F: 3 clusters Score -2.121271e+07 nChanged 11440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 121977 members 
Entering Unmasked Estep 
Score: -21222182.000000 Penalty: 5927.763184
	Iteration 8F: 3 clusters Score -2.122218e+07 nChanged 11138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 133065 members 
Entering Unmasked Estep 
Score: -21231316.000000 Penalty: 5927.763184
	Iteration 9F: 3 clusters Score -2.123132e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 142022 members 
Entering Unmasked Estep 
Score: -21238770.000000 Penalty: 5927.763184
	Iteration 10F: 3 clusters Score -2.123877e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 147890 members 
Entering Unmasked Estep 
Score: -21243328.000000 Penalty: 5927.763184
	Iteration 11Q: 3 clusters Score -2.124333e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 151110 members 
Entering Unmasked Estep 
Score: -21245750.000000 Penalty: 5927.763184
	Iteration 12Q: 3 clusters Score -2.124575e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 152761 members 
Entering Unmasked Estep 
Score: -21246922.000000 Penalty: 5927.763184
	Iteration 13Q: 3 clusters Score -2.124692e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 153528 members 
Entering Unmasked Estep 
Score: -21247462.000000 Penalty: 5927.763184
	Iteration 14Q: 3 clusters Score -2.124746e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 153918 members 
Entering Unmasked Estep 
Score: -21247708.000000 Penalty: 5927.763184
	Iteration 15Q: 3 clusters Score -2.124771e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 154131 members 
Entering Unmasked Estep 
Score: -21247906.000000 Penalty: 5927.763184
	Iteration 16Q: 3 clusters Score -2.124791e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 154252 members 
Entering Unmasked Estep 
Score: -21248012.000000 Penalty: 5927.763184
	Iteration 17Q: 3 clusters Score -2.124801e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 154324 members 
Entering Unmasked Estep 
Score: -21248088.000000 Penalty: 5927.763184
	Iteration 18Q: 3 clusters Score -2.124809e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 154375 members 
Entering Unmasked Estep 
Score: -21248106.000000 Penalty: 5927.763184
	Iteration 19Q: 3 clusters Score -2.124811e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 154402 members 
Entering Unmasked Estep 
Score: -21248156.000000 Penalty: 5927.763184
	Iteration 20F: 3 clusters Score -2.124816e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 154427 members 
Entering Unmasked Estep 
Score: -21248196.000000 Penalty: 5927.763184
	Iteration 21Q: 3 clusters Score -2.12482e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 154448 members 
Entering Unmasked Estep 
Score: -21248226.000000 Penalty: 5927.763184
	Iteration 22Q: 3 clusters Score -2.124823e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 154461 members 
Entering Unmasked Estep 
Score: -21248232.000000 Penalty: 5927.763184
	Iteration 23Q: 3 clusters Score -2.124823e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 154482 members 
Entering Unmasked Estep 
Score: -21248242.000000 Penalty: 5927.763184
	Iteration 24Q: 3 clusters Score -2.124824e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 154498 members 
Entering Unmasked Estep 
Score: -21248246.000000 Penalty: 5927.763184
	Iteration 25Q: 3 clusters Score -2.124825e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 154504 members 
Entering Unmasked Estep 
Score: -21248268.000000 Penalty: 5927.763184
	Iteration 26Q: 3 clusters Score -2.124827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 154511 members 
Entering Unmasked Estep 
Score: -21248260.000000 Penalty: 5927.763184
	Iteration 27Q: 3 clusters Score -2.124826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 154515 members 
Entering Unmasked Estep 
Score: -21248280.000000 Penalty: 5927.763184
	Iteration 28Q: 3 clusters Score -2.124828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 154519 members 
Entering Unmasked Estep 
Score: -21248278.000000 Penalty: 5927.763184
	Iteration 29Q: 3 clusters Score -2.124828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 154518 members 
Entering Unmasked Estep 
Score: -21248284.000000 Penalty: 5927.763184
	Iteration 30Q: 3 clusters Score -2.124828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 154519 members 
Entering Unmasked Estep 
Score: -21248282.000000 Penalty: 5927.763184
	Iteration 31Q: 3 clusters Score -2.124828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 154520 members 
Entering Unmasked Estep 
Score: -21248282.000000 Penalty: 5927.763184
	Iteration 32Q: 3 clusters Score -2.124828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 154521 members 
Entering Unmasked Estep 
Score: -21248292.000000 Penalty: 5927.763184
	Iteration 33Q: 3 clusters Score -2.124829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 154522 members 
Entering Unmasked Estep 
Score: -21248288.000000 Penalty: 5927.763184
	Iteration 34Q: 3 clusters Score -2.124829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 154522 members 
Entering Unmasked Estep 
Score: -21248288.000000 Penalty: 5927.763184
	Iteration 35F: 3 clusters Score -2.124829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Entering Unmasked Estep 
Score: -960296.375000 Penalty: 2200.897949
	Iteration 0F: 2 clusters Score -960296.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -954378.812500 Penalty: 4401.795898
	Iteration 0F: 3 clusters Score -954378.8 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -956020.875000 Penalty: 4401.795898
	Iteration 1F: 3 clusters Score -956020.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -956295.125000 Penalty: 4401.795898
	Iteration 2F: 3 clusters Score -956295.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -956483.937500 Penalty: 4401.795898
	Iteration 3F: 3 clusters Score -956483.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -956651.062500 Penalty: 4401.795898
	Iteration 4Q: 3 clusters Score -956651.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -956776.187500 Penalty: 4401.795898
	Iteration 5Q: 3 clusters Score -956776.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -956879.562500 Penalty: 4401.795898
	Iteration 6Q: 3 clusters Score -956879.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -956963.937500 Penalty: 4401.795898
	Iteration 7Q: 3 clusters Score -956963.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -957046.812500 Penalty: 4401.795898
	Iteration 8Q: 3 clusters Score -957046.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -957145.937500 Penalty: 4401.795898
	Iteration 9Q: 3 clusters Score -957145.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -957250.937500 Penalty: 4401.795898
	Iteration 10Q: 3 clusters Score -957250.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -957351.062500 Penalty: 4401.795898
	Iteration 11Q: 3 clusters Score -957351.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -957449.750000 Penalty: 4401.795898
	Iteration 12Q: 3 clusters Score -957449.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -957547.562500 Penalty: 4401.795898
	Iteration 13Q: 3 clusters Score -957547.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -957645.937500 Penalty: 4401.795898
	Iteration 14Q: 3 clusters Score -957645.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -957742.312500 Penalty: 4401.795898
	Iteration 15Q: 3 clusters Score -957742.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -957822.312500 Penalty: 4401.795898
	Iteration 16Q: 3 clusters Score -957822.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -957882.750000 Penalty: 4401.795898
	Iteration 17Q: 3 clusters Score -957882.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -957934.125000 Penalty: 4401.795898
	Iteration 18Q: 3 clusters Score -957934.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -957982.812500 Penalty: 4401.795898
	Iteration 19Q: 3 clusters Score -957982.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -958020.812500 Penalty: 4401.795898
	Iteration 20F: 3 clusters Score -958020.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -958058.312500 Penalty: 4401.795898
	Iteration 21Q: 3 clusters Score -958058.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -958092.437500 Penalty: 4401.795898
	Iteration 22Q: 3 clusters Score -958092.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -958119.437500 Penalty: 4401.795898
	Iteration 23Q: 3 clusters Score -958119.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -958139.125000 Penalty: 4401.795898
	Iteration 24Q: 3 clusters Score -958139.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -958156.000000 Penalty: 4401.795898
	Iteration 25Q: 3 clusters Score -958156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -958177.375000 Penalty: 4401.795898
	Iteration 26Q: 3 clusters Score -958177.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -958189.375000 Penalty: 4401.795898
	Iteration 27Q: 3 clusters Score -958189.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -958201.875000 Penalty: 4401.795898
	Iteration 28Q: 3 clusters Score -958201.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -958215.125000 Penalty: 4401.795898
	Iteration 29Q: 3 clusters Score -958215.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -958233.250000 Penalty: 4401.795898
	Iteration 30Q: 3 clusters Score -958233.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -958250.312500 Penalty: 4401.795898
	Iteration 31Q: 3 clusters Score -958250.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -958261.750000 Penalty: 4401.795898
	Iteration 32Q: 3 clusters Score -958261.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -958270.062500 Penalty: 4401.795898
	Iteration 33Q: 3 clusters Score -958270.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -958279.062500 Penalty: 4401.795898
	Iteration 34Q: 3 clusters Score -958279.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -958284.312500 Penalty: 4401.795898
	Iteration 35Q: 3 clusters Score -958284.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -958292.937500 Penalty: 4401.795898
	Iteration 36Q: 3 clusters Score -958292.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -958303.500000 Penalty: 4401.795898
	Iteration 37Q: 3 clusters Score -958303.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -958315.000000 Penalty: 4401.795898
	Iteration 38Q: 3 clusters Score -958315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -958325.437500 Penalty: 4401.795898
	Iteration 39Q: 3 clusters Score -958325.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -958336.875000 Penalty: 4401.795898
	Iteration 40F: 3 clusters Score -958336.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -958348.125000 Penalty: 4401.795898
	Iteration 41Q: 3 clusters Score -958348.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -958353.750000 Penalty: 4401.795898
	Iteration 42Q: 3 clusters Score -958353.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -958361.312500 Penalty: 4401.795898
	Iteration 43Q: 3 clusters Score -958361.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -958366.125000 Penalty: 4401.795898
	Iteration 44Q: 3 clusters Score -958366.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -958372.375000 Penalty: 4401.795898
	Iteration 45Q: 3 clusters Score -958372.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -958381.562500 Penalty: 4401.795898
	Iteration 46Q: 3 clusters Score -958381.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -958390.875000 Penalty: 4401.795898
	Iteration 47Q: 3 clusters Score -958390.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -958404.375000 Penalty: 4401.795898
	Iteration 48Q: 3 clusters Score -958404.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -958408.625000 Penalty: 4401.795898
	Iteration 49Q: 3 clusters Score -958408.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -958410.750000 Penalty: 4401.795898
	Iteration 50Q: 3 clusters Score -958410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -958412.500000 Penalty: 4401.795898
	Iteration 51Q: 3 clusters Score -958412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -958413.687500 Penalty: 4401.795898
	Iteration 52Q: 3 clusters Score -958413.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -958415.062500 Penalty: 4401.795898
	Iteration 53Q: 3 clusters Score -958415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -958415.875000 Penalty: 4401.795898
	Iteration 54Q: 3 clusters Score -958415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -958421.250000 Penalty: 4401.795898
	Iteration 55Q: 3 clusters Score -958421.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -958423.187500 Penalty: 4401.795898
	Iteration 56Q: 3 clusters Score -958423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -958424.562500 Penalty: 4401.795898
	Iteration 57Q: 3 clusters Score -958424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -958424.375000 Penalty: 4401.795898
	Iteration 58Q: 3 clusters Score -958424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -958425.625000 Penalty: 4401.795898
	Iteration 59Q: 3 clusters Score -958425.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -958426.937500 Penalty: 4401.795898
	Iteration 60F: 3 clusters Score -958426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -958426.125000 Penalty: 4401.795898
	Iteration 61Q: 3 clusters Score -958426.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -958426.125000 Penalty: 4401.795898
	Iteration 62F: 3 clusters Score -958426.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Entering Unmasked Estep 
Score: -2615543.250000 Penalty: 2446.753418
	Iteration 0F: 2 clusters Score -2615543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2601890.250000 Penalty: 4893.506836
	Iteration 0F: 3 clusters Score -2601890 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2606742.500000 Penalty: 4893.506836
	Iteration 1F: 3 clusters Score -2606742 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2607577.000000 Penalty: 4893.506836
	Iteration 2F: 3 clusters Score -2607577 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2608429.000000 Penalty: 4893.506836
	Iteration 3F: 3 clusters Score -2608429 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2609297.000000 Penalty: 4893.506836
	Iteration 4F: 3 clusters Score -2609297 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2610350.000000 Penalty: 4893.506836
	Iteration 5F: 3 clusters Score -2610350 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2611449.750000 Penalty: 4893.506836
	Iteration 6F: 3 clusters Score -2611450 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2612534.750000 Penalty: 4893.506836
	Iteration 7F: 3 clusters Score -2612535 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2613503.500000 Penalty: 4893.506836
	Iteration 8Q: 3 clusters Score -2613504 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2614203.500000 Penalty: 4893.506836
	Iteration 9Q: 3 clusters Score -2614204 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2614614.000000 Penalty: 4893.506836
	Iteration 10Q: 3 clusters Score -2614614 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2614849.750000 Penalty: 4893.506836
	Iteration 11Q: 3 clusters Score -2614850 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2614978.750000 Penalty: 4893.506836
	Iteration 12Q: 3 clusters Score -2614979 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2615039.750000 Penalty: 4893.506836
	Iteration 13Q: 3 clusters Score -2615040 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2615097.000000 Penalty: 4893.506836
	Iteration 14Q: 3 clusters Score -2615097 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2615151.500000 Penalty: 4893.506836
	Iteration 15Q: 3 clusters Score -2615152 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2615181.750000 Penalty: 4893.506836
	Iteration 16Q: 3 clusters Score -2615182 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2615205.000000 Penalty: 4893.506836
	Iteration 17Q: 3 clusters Score -2615205 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2615232.250000 Penalty: 4893.506836
	Iteration 18Q: 3 clusters Score -2615232 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2615250.250000 Penalty: 4893.506836
	Iteration 19Q: 3 clusters Score -2615250 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2615266.000000 Penalty: 4893.506836
	Iteration 20F: 3 clusters Score -2615266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2615278.750000 Penalty: 4893.506836
	Iteration 21Q: 3 clusters Score -2615279 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2615288.750000 Penalty: 4893.506836
	Iteration 22Q: 3 clusters Score -2615289 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2615295.250000 Penalty: 4893.506836
	Iteration 23Q: 3 clusters Score -2615295 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2615302.750000 Penalty: 4893.506836
	Iteration 24Q: 3 clusters Score -2615303 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2615303.000000 Penalty: 4893.506836
	Iteration 25Q: 3 clusters Score -2615303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2615322.250000 Penalty: 4893.506836
	Iteration 26Q: 3 clusters Score -2615322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2615332.000000 Penalty: 4893.506836
	Iteration 27Q: 3 clusters Score -2615332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2615333.750000 Penalty: 4893.506836
	Iteration 28Q: 3 clusters Score -2615334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2615339.250000 Penalty: 4893.506836
	Iteration 29Q: 3 clusters Score -2615339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2615344.250000 Penalty: 4893.506836
	Iteration 30Q: 3 clusters Score -2615344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2615348.000000 Penalty: 4893.506836
	Iteration 31Q: 3 clusters Score -2615348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2615352.750000 Penalty: 4893.506836
	Iteration 32Q: 3 clusters Score -2615353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2615358.250000 Penalty: 4893.506836
	Iteration 33Q: 3 clusters Score -2615358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2615356.500000 Penalty: 4893.506836
	Iteration 34Q: 3 clusters Score -2615356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2615359.750000 Penalty: 4893.506836
	Iteration 35Q: 3 clusters Score -2615360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2615359.250000 Penalty: 4893.506836
	Iteration 36Q: 3 clusters Score -2615359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2615355.500000 Penalty: 4893.506836
	Iteration 37Q: 3 clusters Score -2615356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2615357.000000 Penalty: 4893.506836
	Iteration 38Q: 3 clusters Score -2615357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2615359.000000 Penalty: 4893.506836
	Iteration 39Q: 3 clusters Score -2615359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2615358.750000 Penalty: 4893.506836
	Iteration 40F: 3 clusters Score -2615359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2615361.250000 Penalty: 4893.506836
	Iteration 41Q: 3 clusters Score -2615361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2615359.750000 Penalty: 4893.506836
	Iteration 42Q: 3 clusters Score -2615360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2615362.000000 Penalty: 4893.506836
	Iteration 43Q: 3 clusters Score -2615362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2615362.250000 Penalty: 4893.506836
	Iteration 44Q: 3 clusters Score -2615362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2615360.250000 Penalty: 4893.506836
	Iteration 45Q: 3 clusters Score -2615360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2615360.250000 Penalty: 4893.506836
	Iteration 46F: 3 clusters Score -2615360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Entering Unmasked Estep 
Score: -348522.968750 Penalty: 1940.264282
	Iteration 0F: 2 clusters Score -348523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -345573.125000 Penalty: 3880.528564
	Iteration 0F: 3 clusters Score -345573.1 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -346121.843750 Penalty: 3880.528564
	Iteration 1F: 3 clusters Score -346121.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -346256.687500 Penalty: 3880.528564
	Iteration 2F: 3 clusters Score -346256.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -346310.375000 Penalty: 3880.528564
	Iteration 3Q: 3 clusters Score -346310.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -346353.906250 Penalty: 3880.528564
	Iteration 4Q: 3 clusters Score -346353.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -346405.531250 Penalty: 3880.528564
	Iteration 5Q: 3 clusters Score -346405.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -346451.375000 Penalty: 3880.528564
	Iteration 6Q: 3 clusters Score -346451.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -346480.625000 Penalty: 3880.528564
	Iteration 7Q: 3 clusters Score -346480.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -346498.000000 Penalty: 3880.528564
	Iteration 8Q: 3 clusters Score -346498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -346509.406250 Penalty: 3880.528564
	Iteration 9Q: 3 clusters Score -346509.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -346515.187500 Penalty: 3880.528564
	Iteration 10Q: 3 clusters Score -346515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -346519.062500 Penalty: 3880.528564
	Iteration 11Q: 3 clusters Score -346519.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -346525.156250 Penalty: 3880.528564
	Iteration 12Q: 3 clusters Score -346525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -346527.937500 Penalty: 3880.528564
	Iteration 13Q: 3 clusters Score -346527.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -346529.843750 Penalty: 3880.528564
	Iteration 14Q: 3 clusters Score -346529.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -346531.812500 Penalty: 3880.528564
	Iteration 15Q: 3 clusters Score -346531.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -346533.750000 Penalty: 3880.528564
	Iteration 16Q: 3 clusters Score -346533.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -346534.750000 Penalty: 3880.528564
	Iteration 17Q: 3 clusters Score -346534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -346535.562500 Penalty: 3880.528564
	Iteration 18Q: 3 clusters Score -346535.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -346536.437500 Penalty: 3880.528564
	Iteration 19Q: 3 clusters Score -346536.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -346537.343750 Penalty: 3880.528564
	Iteration 20F: 3 clusters Score -346537.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -346538.531250 Penalty: 3880.528564
	Iteration 21Q: 3 clusters Score -346538.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -346538.593750 Penalty: 3880.528564
	Iteration 22Q: 3 clusters Score -346538.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -346539.968750 Penalty: 3880.528564
	Iteration 23Q: 3 clusters Score -346540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -346541.281250 Penalty: 3880.528564
	Iteration 24Q: 3 clusters Score -346541.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -346541.781250 Penalty: 3880.528564
	Iteration 25Q: 3 clusters Score -346541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -346541.781250 Penalty: 3880.528564
	Iteration 26F: 3 clusters Score -346541.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Entering Unmasked Estep 
Score: -2276779.750000 Penalty: 2427.290039
	Iteration 0F: 2 clusters Score -2276780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2264086.500000 Penalty: 4854.580078
	Iteration 0F: 3 clusters Score -2264086 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2268268.750000 Penalty: 4854.580078
	Iteration 1F: 3 clusters Score -2268269 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2268770.750000 Penalty: 4854.580078
	Iteration 2F: 3 clusters Score -2268771 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2269272.500000 Penalty: 4854.580078
	Iteration 3F: 3 clusters Score -2269272 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2269889.750000 Penalty: 4854.580078
	Iteration 4F: 3 clusters Score -2269890 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2270620.250000 Penalty: 4854.580078
	Iteration 5F: 3 clusters Score -2270620 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2271557.500000 Penalty: 4854.580078
	Iteration 6F: 3 clusters Score -2271558 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2272593.750000 Penalty: 4854.580078
	Iteration 7F: 3 clusters Score -2272594 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2273654.500000 Penalty: 4854.580078
	Iteration 8F: 3 clusters Score -2273654 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2274590.750000 Penalty: 4854.580078
	Iteration 9F: 3 clusters Score -2274591 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2275251.250000 Penalty: 4854.580078
	Iteration 10Q: 3 clusters Score -2275251 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2275644.250000 Penalty: 4854.580078
	Iteration 11Q: 3 clusters Score -2275644 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2275852.750000 Penalty: 4854.580078
	Iteration 12Q: 3 clusters Score -2275853 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2275988.750000 Penalty: 4854.580078
	Iteration 13Q: 3 clusters Score -2275989 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2276106.000000 Penalty: 4854.580078
	Iteration 14Q: 3 clusters Score -2276106 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2276189.500000 Penalty: 4854.580078
	Iteration 15Q: 3 clusters Score -2276190 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2276259.250000 Penalty: 4854.580078
	Iteration 16Q: 3 clusters Score -2276259 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2276346.750000 Penalty: 4854.580078
	Iteration 17Q: 3 clusters Score -2276347 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2276410.750000 Penalty: 4854.580078
	Iteration 18Q: 3 clusters Score -2276411 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2276454.000000 Penalty: 4854.580078
	Iteration 19Q: 3 clusters Score -2276454 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2276513.750000 Penalty: 4854.580078
	Iteration 20F: 3 clusters Score -2276514 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2276555.250000 Penalty: 4854.580078
	Iteration 21Q: 3 clusters Score -2276555 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2276579.000000 Penalty: 4854.580078
	Iteration 22Q: 3 clusters Score -2276579 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2276591.750000 Penalty: 4854.580078
	Iteration 23Q: 3 clusters Score -2276592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2276603.000000 Penalty: 4854.580078
	Iteration 24Q: 3 clusters Score -2276603 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2276612.500000 Penalty: 4854.580078
	Iteration 25Q: 3 clusters Score -2276612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2276614.000000 Penalty: 4854.580078
	Iteration 26Q: 3 clusters Score -2276614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2276628.000000 Penalty: 4854.580078
	Iteration 27Q: 3 clusters Score -2276628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2276635.750000 Penalty: 4854.580078
	Iteration 28Q: 3 clusters Score -2276636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2276638.750000 Penalty: 4854.580078
	Iteration 29Q: 3 clusters Score -2276639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2276641.500000 Penalty: 4854.580078
	Iteration 30Q: 3 clusters Score -2276642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2276648.000000 Penalty: 4854.580078
	Iteration 31Q: 3 clusters Score -2276648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2276645.250000 Penalty: 4854.580078
	Iteration 32Q: 3 clusters Score -2276645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2276647.750000 Penalty: 4854.580078
	Iteration 33Q: 3 clusters Score -2276648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2276653.250000 Penalty: 4854.580078
	Iteration 34Q: 3 clusters Score -2276653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2276656.500000 Penalty: 4854.580078
	Iteration 35Q: 3 clusters Score -2276656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2276657.250000 Penalty: 4854.580078
	Iteration 36Q: 3 clusters Score -2276657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2276660.750000 Penalty: 4854.580078
	Iteration 37Q: 3 clusters Score -2276661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2276661.250000 Penalty: 4854.580078
	Iteration 38Q: 3 clusters Score -2276661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2276661.250000 Penalty: 4854.580078
	Iteration 39F: 3 clusters Score -2276661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Entering Unmasked Estep 
Score: -5159912.500000 Penalty: 2609.066406
	Iteration 0F: 2 clusters Score -5159912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -5134875.500000 Penalty: 5218.132812
	Iteration 0F: 3 clusters Score -5134876 nChanged 16910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -5144033.000000 Penalty: 5218.132812
	Iteration 1F: 3 clusters Score -5144033 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -5144544.000000 Penalty: 5218.132812
	Iteration 2Q: 3 clusters Score -5144544 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -5144990.000000 Penalty: 5218.132812
	Iteration 3Q: 3 clusters Score -5144990 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -5145531.500000 Penalty: 5218.132812
	Iteration 4Q: 3 clusters Score -5145532 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -5146267.000000 Penalty: 5218.132812
	Iteration 5Q: 3 clusters Score -5146267 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -5147348.500000 Penalty: 5218.132812
	Iteration 6F: 3 clusters Score -5147348 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -5148819.500000 Penalty: 5218.132812
	Iteration 7F: 3 clusters Score -5148820 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -5150621.500000 Penalty: 5218.132812
	Iteration 8F: 3 clusters Score -5150622 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -5152535.000000 Penalty: 5218.132812
	Iteration 9F: 3 clusters Score -5152535 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -5154195.500000 Penalty: 5218.132812
	Iteration 10F: 3 clusters Score -5154196 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -5155371.000000 Penalty: 5218.132812
	Iteration 11Q: 3 clusters Score -5155371 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5156202.500000 Penalty: 5218.132812
	Iteration 12Q: 3 clusters Score -5156202 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -5156722.500000 Penalty: 5218.132812
	Iteration 13Q: 3 clusters Score -5156722 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5157037.500000 Penalty: 5218.132812
	Iteration 14Q: 3 clusters Score -5157038 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5157236.000000 Penalty: 5218.132812
	Iteration 15Q: 3 clusters Score -5157236 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5157388.500000 Penalty: 5218.132812
	Iteration 16Q: 3 clusters Score -5157388 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5157488.500000 Penalty: 5218.132812
	Iteration 17Q: 3 clusters Score -5157488 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5157528.500000 Penalty: 5218.132812
	Iteration 18Q: 3 clusters Score -5157528 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5157574.000000 Penalty: 5218.132812
	Iteration 19Q: 3 clusters Score -5157574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5157610.500000 Penalty: 5218.132812
	Iteration 20F: 3 clusters Score -5157610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5157634.500000 Penalty: 5218.132812
	Iteration 21Q: 3 clusters Score -5157634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5157661.000000 Penalty: 5218.132812
	Iteration 22Q: 3 clusters Score -5157661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5157681.000000 Penalty: 5218.132812
	Iteration 23Q: 3 clusters Score -5157681 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5157714.500000 Penalty: 5218.132812
	Iteration 24Q: 3 clusters Score -5157714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5157739.000000 Penalty: 5218.132812
	Iteration 25Q: 3 clusters Score -5157739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5157750.500000 Penalty: 5218.132812
	Iteration 26Q: 3 clusters Score -5157750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5157757.000000 Penalty: 5218.132812
	Iteration 27Q: 3 clusters Score -5157757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5157757.000000 Penalty: 5218.132812
	Iteration 28Q: 3 clusters Score -5157757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5157773.500000 Penalty: 5218.132812
	Iteration 29Q: 3 clusters Score -5157774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5157772.000000 Penalty: 5218.132812
	Iteration 30Q: 3 clusters Score -5157772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5157775.000000 Penalty: 5218.132812
	Iteration 31Q: 3 clusters Score -5157775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5157778.000000 Penalty: 5218.132812
	Iteration 32Q: 3 clusters Score -5157778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5157777.500000 Penalty: 5218.132812
	Iteration 33Q: 3 clusters Score -5157778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5157781.500000 Penalty: 5218.132812
	Iteration 34Q: 3 clusters Score -5157782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5157781.500000 Penalty: 5218.132812
	Iteration 35F: 3 clusters Score -5157782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (166560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166560 members 
Entering Unmasked Estep 
Score: -22764280.000000 Penalty: 2981.731689
	Iteration 0F: 2 clusters Score -2.276428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83304 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
Score: -22653080.000000 Penalty: 5963.463379
	Iteration 0F: 3 clusters Score -2.265308e+07 nChanged 79780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83750 members 
Mstep: Class 2 contains 82810 members 
Entering Unmasked Estep 
Score: -22698876.000000 Penalty: 5963.463379
	Iteration 1F: 3 clusters Score -2.269888e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83855 members 
Mstep: Class 2 contains 82705 members 
Entering Unmasked Estep 
Score: -22699858.000000 Penalty: 5963.463379
	Iteration 2Q: 3 clusters Score -2.269986e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84026 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -22701306.000000 Penalty: 5963.463379
	Iteration 3Q: 3 clusters Score -2.270131e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84260 members 
Mstep: Class 2 contains 82300 members 
Entering Unmasked Estep 
Score: -22702860.000000 Penalty: 5963.463379
	Iteration 4Q: 3 clusters Score -2.270286e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 81943 members 
Entering Unmasked Estep 
Score: -22705028.000000 Penalty: 5963.463379
	Iteration 5Q: 3 clusters Score -2.270503e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85199 members 
Mstep: Class 2 contains 81361 members 
Entering Unmasked Estep 
Score: -22708042.000000 Penalty: 5963.463379
	Iteration 6Q: 3 clusters Score -2.270804e+07 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85948 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -22712266.000000 Penalty: 5963.463379
	Iteration 7Q: 3 clusters Score -2.271227e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86795 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -22718268.000000 Penalty: 5963.463379
	Iteration 8F: 3 clusters Score -2.271827e+07 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87680 members 
Mstep: Class 2 contains 78880 members 
Entering Unmasked Estep 
Score: -22724984.000000 Penalty: 5963.463379
	Iteration 9F: 3 clusters Score -2.272498e+07 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88530 members 
Mstep: Class 2 contains 78030 members 
Entering Unmasked Estep 
Score: -22730412.000000 Penalty: 5963.463379
	Iteration 10F: 3 clusters Score -2.273041e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89233 members 
Mstep: Class 2 contains 77327 members 
Entering Unmasked Estep 
Score: -22732434.000000 Penalty: 5963.463379
	Iteration 11Q: 3 clusters Score -2.273243e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89883 members 
Mstep: Class 2 contains 76677 members 
Entering Unmasked Estep 
Score: -22733048.000000 Penalty: 5963.463379
	Iteration 12Q: 3 clusters Score -2.273305e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90498 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -22733184.000000 Penalty: 5963.463379
	Iteration 13Q: 3 clusters Score -2.273318e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91171 members 
Mstep: Class 2 contains 75389 members 
Entering Unmasked Estep 
Score: -22733288.000000 Penalty: 5963.463379
	Iteration 14Q: 3 clusters Score -2.273329e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 74731 members 
Entering Unmasked Estep 
Score: -22733324.000000 Penalty: 5963.463379
	Iteration 15Q: 3 clusters Score -2.273332e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92534 members 
Mstep: Class 2 contains 74026 members 
Entering Unmasked Estep 
Score: -22733402.000000 Penalty: 5963.463379
	Iteration 16Q: 3 clusters Score -2.27334e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93279 members 
Mstep: Class 2 contains 73281 members 
Entering Unmasked Estep 
Score: -22733490.000000 Penalty: 5963.463379
	Iteration 17Q: 3 clusters Score -2.273349e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94040 members 
Mstep: Class 2 contains 72520 members 
Entering Unmasked Estep 
Score: -22733598.000000 Penalty: 5963.463379
	Iteration 18Q: 3 clusters Score -2.27336e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94847 members 
Mstep: Class 2 contains 71713 members 
Entering Unmasked Estep 
Score: -22733656.000000 Penalty: 5963.463379
	Iteration 19Q: 3 clusters Score -2.273366e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95781 members 
Mstep: Class 2 contains 70779 members 
Entering Unmasked Estep 
Score: -22733798.000000 Penalty: 5963.463379
	Iteration 20F: 3 clusters Score -2.27338e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96773 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -22733870.000000 Penalty: 5963.463379
	Iteration 21Q: 3 clusters Score -2.273387e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97915 members 
Mstep: Class 2 contains 68645 members 
Entering Unmasked Estep 
Score: -22734100.000000 Penalty: 5963.463379
	Iteration 22Q: 3 clusters Score -2.27341e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99178 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -22734402.000000 Penalty: 5963.463379
	Iteration 23Q: 3 clusters Score -2.27344e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100568 members 
Mstep: Class 2 contains 65992 members 
Entering Unmasked Estep 
Score: -22734532.000000 Penalty: 5963.463379
	Iteration 24Q: 3 clusters Score -2.273453e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102030 members 
Mstep: Class 2 contains 64530 members 
Entering Unmasked Estep 
Score: -22734760.000000 Penalty: 5963.463379
	Iteration 25Q: 3 clusters Score -2.273476e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103515 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -22735034.000000 Penalty: 5963.463379
	Iteration 26Q: 3 clusters Score -2.273503e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105161 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
Score: -22735198.000000 Penalty: 5963.463379
	Iteration 27Q: 3 clusters Score -2.27352e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106949 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -22735702.000000 Penalty: 5963.463379
	Iteration 28Q: 3 clusters Score -2.27357e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108917 members 
Mstep: Class 2 contains 57643 members 
Entering Unmasked Estep 
Score: -22736044.000000 Penalty: 5963.463379
	Iteration 29Q: 3 clusters Score -2.273604e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111053 members 
Mstep: Class 2 contains 55507 members 
Entering Unmasked Estep 
Score: -22736458.000000 Penalty: 5963.463379
	Iteration 30Q: 3 clusters Score -2.273646e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113364 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -22736924.000000 Penalty: 5963.463379
	Iteration 31Q: 3 clusters Score -2.273692e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115824 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -22737378.000000 Penalty: 5963.463379
	Iteration 32Q: 3 clusters Score -2.273738e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118468 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -22738012.000000 Penalty: 5963.463379
	Iteration 33Q: 3 clusters Score -2.273801e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121283 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -22738882.000000 Penalty: 5963.463379
	Iteration 34Q: 3 clusters Score -2.273888e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124221 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -22739822.000000 Penalty: 5963.463379
	Iteration 35Q: 3 clusters Score -2.273982e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127425 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -22740838.000000 Penalty: 5963.463379
	Iteration 36Q: 3 clusters Score -2.274084e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130816 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -22742010.000000 Penalty: 5963.463379
	Iteration 37Q: 3 clusters Score -2.274201e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134215 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -22743302.000000 Penalty: 5963.463379
	Iteration 38Q: 3 clusters Score -2.27433e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137766 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -22744814.000000 Penalty: 5963.463379
	Iteration 39Q: 3 clusters Score -2.274481e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141483 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -22746534.000000 Penalty: 5963.463379
	Iteration 40F: 3 clusters Score -2.274653e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145109 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -22748156.000000 Penalty: 5963.463379
	Iteration 41Q: 3 clusters Score -2.274816e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148566 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -22750006.000000 Penalty: 5963.463379
	Iteration 42Q: 3 clusters Score -2.275001e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151903 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -22751868.000000 Penalty: 5963.463379
	Iteration 43Q: 3 clusters Score -2.275187e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154983 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -22753746.000000 Penalty: 5963.463379
	Iteration 44Q: 3 clusters Score -2.275375e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157771 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -22755450.000000 Penalty: 5963.463379
	Iteration 45Q: 3 clusters Score -2.275545e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160260 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -22757268.000000 Penalty: 5963.463379
	Iteration 46Q: 3 clusters Score -2.275727e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162293 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -22758786.000000 Penalty: 5963.463379
	Iteration 47Q: 3 clusters Score -2.275879e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163835 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -22759866.000000 Penalty: 5963.463379
	Iteration 48Q: 3 clusters Score -2.275987e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164877 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -22760664.000000 Penalty: 5963.463379
	Iteration 49Q: 3 clusters Score -2.276066e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165472 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -22761096.000000 Penalty: 5963.463379
	Iteration 50Q: 3 clusters Score -2.27611e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165777 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -22761306.000000 Penalty: 5963.463379
	Iteration 51Q: 3 clusters Score -2.276131e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165947 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -22761438.000000 Penalty: 5963.463379
	Iteration 52Q: 3 clusters Score -2.276144e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166038 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -22761516.000000 Penalty: 5963.463379
	Iteration 53Q: 3 clusters Score -2.276152e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166085 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -22761574.000000 Penalty: 5963.463379
	Iteration 54Q: 3 clusters Score -2.276157e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166116 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22761614.000000 Penalty: 5963.463379
	Iteration 55Q: 3 clusters Score -2.276161e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166142 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -22761664.000000 Penalty: 5963.463379
	Iteration 56Q: 3 clusters Score -2.276166e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166158 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -22761672.000000 Penalty: 5963.463379
	Iteration 57Q: 3 clusters Score -2.276167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166167 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -22761682.000000 Penalty: 5963.463379
	Iteration 58Q: 3 clusters Score -2.276168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166169 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -22761694.000000 Penalty: 5963.463379
	Iteration 59Q: 3 clusters Score -2.276169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166173 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -22761698.000000 Penalty: 5963.463379
	Iteration 60F: 3 clusters Score -2.27617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166176 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -22761704.000000 Penalty: 5963.463379
	Iteration 61Q: 3 clusters Score -2.27617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166178 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -22761712.000000 Penalty: 5963.463379
	Iteration 62Q: 3 clusters Score -2.276171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166179 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -22761712.000000 Penalty: 5963.463379
	Iteration 63Q: 3 clusters Score -2.276171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166181 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -22761724.000000 Penalty: 5963.463379
	Iteration 64Q: 3 clusters Score -2.276172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166181 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -22761724.000000 Penalty: 5963.463379
	Iteration 65F: 3 clusters Score -2.276172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Entering Unmasked Estep 
Score: -3516641.000000 Penalty: 2521.798096
	Iteration 0F: 2 clusters Score -3516641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -3498553.500000 Penalty: 5043.596191
	Iteration 0F: 3 clusters Score -3498554 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3505115.500000 Penalty: 5043.596191
	Iteration 1F: 3 clusters Score -3505116 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3505692.000000 Penalty: 5043.596191
	Iteration 2F: 3 clusters Score -3505692 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -3506368.250000 Penalty: 5043.596191
	Iteration 3F: 3 clusters Score -3506368 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -3507216.000000 Penalty: 5043.596191
	Iteration 4F: 3 clusters Score -3507216 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -3508337.000000 Penalty: 5043.596191
	Iteration 5F: 3 clusters Score -3508337 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -3509668.750000 Penalty: 5043.596191
	Iteration 6F: 3 clusters Score -3509669 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -3511033.000000 Penalty: 5043.596191
	Iteration 7F: 3 clusters Score -3511033 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -3512203.750000 Penalty: 5043.596191
	Iteration 8F: 3 clusters Score -3512204 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -3513275.000000 Penalty: 5043.596191
	Iteration 9Q: 3 clusters Score -3513275 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -3514334.500000 Penalty: 5043.596191
	Iteration 10Q: 3 clusters Score -3514334 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -3514975.750000 Penalty: 5043.596191
	Iteration 11Q: 3 clusters Score -3514976 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -3515122.750000 Penalty: 5043.596191
	Iteration 12Q: 3 clusters Score -3515123 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3515199.500000 Penalty: 5043.596191
	Iteration 13Q: 3 clusters Score -3515200 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3515226.250000 Penalty: 5043.596191
	Iteration 14Q: 3 clusters Score -3515226 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -3515253.000000 Penalty: 5043.596191
	Iteration 15Q: 3 clusters Score -3515253 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3515262.000000 Penalty: 5043.596191
	Iteration 16Q: 3 clusters Score -3515262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -3515275.750000 Penalty: 5043.596191
	Iteration 17Q: 3 clusters Score -3515276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3515283.750000 Penalty: 5043.596191
	Iteration 18Q: 3 clusters Score -3515284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -3515294.500000 Penalty: 5043.596191
	Iteration 19Q: 3 clusters Score -3515294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -3515300.500000 Penalty: 5043.596191
	Iteration 20F: 3 clusters Score -3515300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3515313.500000 Penalty: 5043.596191
	Iteration 21Q: 3 clusters Score -3515314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -3515313.500000 Penalty: 5043.596191
	Iteration 22Q: 3 clusters Score -3515314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -3515315.750000 Penalty: 5043.596191
	Iteration 23Q: 3 clusters Score -3515316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -3515322.000000 Penalty: 5043.596191
	Iteration 24Q: 3 clusters Score -3515322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -3515318.500000 Penalty: 5043.596191
	Iteration 25Q: 3 clusters Score -3515318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -3515320.000000 Penalty: 5043.596191
	Iteration 26Q: 3 clusters Score -3515320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3515318.250000 Penalty: 5043.596191
	Iteration 27Q: 3 clusters Score -3515318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -3515319.750000 Penalty: 5043.596191
	Iteration 28Q: 3 clusters Score -3515320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -3515322.750000 Penalty: 5043.596191
	Iteration 29Q: 3 clusters Score -3515323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3515320.750000 Penalty: 5043.596191
	Iteration 30Q: 3 clusters Score -3515321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -3515322.500000 Penalty: 5043.596191
	Iteration 31Q: 3 clusters Score -3515322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -3515317.500000 Penalty: 5043.596191
	Iteration 32Q: 3 clusters Score -3515318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3515317.000000 Penalty: 5043.596191
	Iteration 33Q: 3 clusters Score -3515317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -3515315.000000 Penalty: 5043.596191
	Iteration 34Q: 3 clusters Score -3515315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -3515318.000000 Penalty: 5043.596191
	Iteration 35Q: 3 clusters Score -3515318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -3515321.000000 Penalty: 5043.596191
	Iteration 36Q: 3 clusters Score -3515321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -3515319.250000 Penalty: 5043.596191
	Iteration 37Q: 3 clusters Score -3515319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3515321.000000 Penalty: 5043.596191
	Iteration 38Q: 3 clusters Score -3515321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -3515320.000000 Penalty: 5043.596191
	Iteration 39Q: 3 clusters Score -3515320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -3515319.000000 Penalty: 5043.596191
	Iteration 40F: 3 clusters Score -3515319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3515320.750000 Penalty: 5043.596191
	Iteration 41Q: 3 clusters Score -3515321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -3515321.000000 Penalty: 5043.596191
	Iteration 42Q: 3 clusters Score -3515321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -3515321.000000 Penalty: 5043.596191
	Iteration 43F: 3 clusters Score -3515321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Entering Unmasked Estep 
Score: -2563036.500000 Penalty: 2441.877930
	Iteration 0F: 2 clusters Score -2563036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2549735.250000 Penalty: 4883.755859
	Iteration 0F: 3 clusters Score -2549735 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2554272.000000 Penalty: 4883.755859
	Iteration 1F: 3 clusters Score -2554272 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2554661.750000 Penalty: 4883.755859
	Iteration 2F: 3 clusters Score -2554662 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2555007.750000 Penalty: 4883.755859
	Iteration 3Q: 3 clusters Score -2555008 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2555399.000000 Penalty: 4883.755859
	Iteration 4Q: 3 clusters Score -2555399 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2555820.500000 Penalty: 4883.755859
	Iteration 5Q: 3 clusters Score -2555820 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2556343.250000 Penalty: 4883.755859
	Iteration 6Q: 3 clusters Score -2556343 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2556929.000000 Penalty: 4883.755859
	Iteration 7Q: 3 clusters Score -2556929 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2557449.500000 Penalty: 4883.755859
	Iteration 8Q: 3 clusters Score -2557450 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2557945.250000 Penalty: 4883.755859
	Iteration 9Q: 3 clusters Score -2557945 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2558360.500000 Penalty: 4883.755859
	Iteration 10Q: 3 clusters Score -2558360 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2558709.000000 Penalty: 4883.755859
	Iteration 11Q: 3 clusters Score -2558709 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2559016.500000 Penalty: 4883.755859
	Iteration 12Q: 3 clusters Score -2559016 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2559315.500000 Penalty: 4883.755859
	Iteration 13Q: 3 clusters Score -2559316 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2559586.750000 Penalty: 4883.755859
	Iteration 14Q: 3 clusters Score -2559587 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2559777.000000 Penalty: 4883.755859
	Iteration 15Q: 3 clusters Score -2559777 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2560008.250000 Penalty: 4883.755859
	Iteration 16Q: 3 clusters Score -2560008 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2560193.250000 Penalty: 4883.755859
	Iteration 17Q: 3 clusters Score -2560193 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2560360.750000 Penalty: 4883.755859
	Iteration 18Q: 3 clusters Score -2560361 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2560473.750000 Penalty: 4883.755859
	Iteration 19Q: 3 clusters Score -2560474 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2560581.250000 Penalty: 4883.755859
	Iteration 20F: 3 clusters Score -2560581 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2560667.250000 Penalty: 4883.755859
	Iteration 21Q: 3 clusters Score -2560667 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2560738.250000 Penalty: 4883.755859
	Iteration 22Q: 3 clusters Score -2560738 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2560794.250000 Penalty: 4883.755859
	Iteration 23Q: 3 clusters Score -2560794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2560819.500000 Penalty: 4883.755859
	Iteration 24Q: 3 clusters Score -2560820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2560845.750000 Penalty: 4883.755859
	Iteration 25Q: 3 clusters Score -2560846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2560876.250000 Penalty: 4883.755859
	Iteration 26Q: 3 clusters Score -2560876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2560913.500000 Penalty: 4883.755859
	Iteration 27Q: 3 clusters Score -2560914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2560927.000000 Penalty: 4883.755859
	Iteration 28Q: 3 clusters Score -2560927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2560949.750000 Penalty: 4883.755859
	Iteration 29Q: 3 clusters Score -2560950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2560969.750000 Penalty: 4883.755859
	Iteration 30Q: 3 clusters Score -2560970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2560986.500000 Penalty: 4883.755859
	Iteration 31Q: 3 clusters Score -2560986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2560994.250000 Penalty: 4883.755859
	Iteration 32Q: 3 clusters Score -2560994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2561001.500000 Penalty: 4883.755859
	Iteration 33Q: 3 clusters Score -2561002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2561010.000000 Penalty: 4883.755859
	Iteration 34Q: 3 clusters Score -2561010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2561014.250000 Penalty: 4883.755859
	Iteration 35Q: 3 clusters Score -2561014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2561011.500000 Penalty: 4883.755859
	Iteration 36Q: 3 clusters Score -2561012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2561011.500000 Penalty: 4883.755859
	Iteration 37F: 3 clusters Score -2561012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Entering Unmasked Estep 
Score: -2592247.500000 Penalty: 2463.395508
	Iteration 0F: 2 clusters Score -2592248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2577801.500000 Penalty: 4926.791016
	Iteration 0F: 3 clusters Score -2577802 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2582659.500000 Penalty: 4926.791016
	Iteration 1F: 3 clusters Score -2582660 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2583237.250000 Penalty: 4926.791016
	Iteration 2F: 3 clusters Score -2583237 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2583782.500000 Penalty: 4926.791016
	Iteration 3F: 3 clusters Score -2583782 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2584331.000000 Penalty: 4926.791016
	Iteration 4F: 3 clusters Score -2584331 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2584951.250000 Penalty: 4926.791016
	Iteration 5F: 3 clusters Score -2584951 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2585577.250000 Penalty: 4926.791016
	Iteration 6F: 3 clusters Score -2585577 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2586289.250000 Penalty: 4926.791016
	Iteration 7F: 3 clusters Score -2586289 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2586962.500000 Penalty: 4926.791016
	Iteration 8Q: 3 clusters Score -2586962 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2587629.500000 Penalty: 4926.791016
	Iteration 9Q: 3 clusters Score -2587630 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2588240.000000 Penalty: 4926.791016
	Iteration 10Q: 3 clusters Score -2588240 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2588748.250000 Penalty: 4926.791016
	Iteration 11Q: 3 clusters Score -2588748 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2589126.000000 Penalty: 4926.791016
	Iteration 12Q: 3 clusters Score -2589126 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2589429.250000 Penalty: 4926.791016
	Iteration 13Q: 3 clusters Score -2589429 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2589593.000000 Penalty: 4926.791016
	Iteration 14Q: 3 clusters Score -2589593 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2589706.000000 Penalty: 4926.791016
	Iteration 15Q: 3 clusters Score -2589706 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2589800.000000 Penalty: 4926.791016
	Iteration 16Q: 3 clusters Score -2589800 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2589878.750000 Penalty: 4926.791016
	Iteration 17Q: 3 clusters Score -2589879 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2589924.250000 Penalty: 4926.791016
	Iteration 18Q: 3 clusters Score -2589924 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2589969.500000 Penalty: 4926.791016
	Iteration 19Q: 3 clusters Score -2589970 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2590011.500000 Penalty: 4926.791016
	Iteration 20F: 3 clusters Score -2590012 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2590038.750000 Penalty: 4926.791016
	Iteration 21Q: 3 clusters Score -2590039 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2590082.250000 Penalty: 4926.791016
	Iteration 22Q: 3 clusters Score -2590082 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2590117.500000 Penalty: 4926.791016
	Iteration 23Q: 3 clusters Score -2590118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2590132.250000 Penalty: 4926.791016
	Iteration 24Q: 3 clusters Score -2590132 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2590153.000000 Penalty: 4926.791016
	Iteration 25Q: 3 clusters Score -2590153 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2590166.000000 Penalty: 4926.791016
	Iteration 26Q: 3 clusters Score -2590166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2590183.250000 Penalty: 4926.791016
	Iteration 27Q: 3 clusters Score -2590183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2590193.250000 Penalty: 4926.791016
	Iteration 28Q: 3 clusters Score -2590193 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2590211.750000 Penalty: 4926.791016
	Iteration 29Q: 3 clusters Score -2590212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2590224.500000 Penalty: 4926.791016
	Iteration 30Q: 3 clusters Score -2590224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2590238.000000 Penalty: 4926.791016
	Iteration 31Q: 3 clusters Score -2590238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2590247.750000 Penalty: 4926.791016
	Iteration 32Q: 3 clusters Score -2590248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2590264.250000 Penalty: 4926.791016
	Iteration 33Q: 3 clusters Score -2590264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2590281.250000 Penalty: 4926.791016
	Iteration 34Q: 3 clusters Score -2590281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2590299.250000 Penalty: 4926.791016
	Iteration 35Q: 3 clusters Score -2590299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2590309.000000 Penalty: 4926.791016
	Iteration 36Q: 3 clusters Score -2590309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2590324.000000 Penalty: 4926.791016
	Iteration 37Q: 3 clusters Score -2590324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2590332.000000 Penalty: 4926.791016
	Iteration 38Q: 3 clusters Score -2590332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2590344.250000 Penalty: 4926.791016
	Iteration 39Q: 3 clusters Score -2590344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2590355.000000 Penalty: 4926.791016
	Iteration 40F: 3 clusters Score -2590355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2590360.750000 Penalty: 4926.791016
	Iteration 41Q: 3 clusters Score -2590361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2590367.250000 Penalty: 4926.791016
	Iteration 42Q: 3 clusters Score -2590367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2590369.500000 Penalty: 4926.791016
	Iteration 43Q: 3 clusters Score -2590370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2590375.500000 Penalty: 4926.791016
	Iteration 44Q: 3 clusters Score -2590376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2590379.000000 Penalty: 4926.791016
	Iteration 45Q: 3 clusters Score -2590379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2590382.250000 Penalty: 4926.791016
	Iteration 46Q: 3 clusters Score -2590382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2590388.750000 Penalty: 4926.791016
	Iteration 47Q: 3 clusters Score -2590389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2590390.500000 Penalty: 4926.791016
	Iteration 48Q: 3 clusters Score -2590390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2590395.000000 Penalty: 4926.791016
	Iteration 49Q: 3 clusters Score -2590395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2590394.500000 Penalty: 4926.791016
	Iteration 50Q: 3 clusters Score -2590394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2590395.250000 Penalty: 4926.791016
	Iteration 51Q: 3 clusters Score -2590395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2590393.750000 Penalty: 4926.791016
	Iteration 52Q: 3 clusters Score -2590394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2590396.250000 Penalty: 4926.791016
	Iteration 53Q: 3 clusters Score -2590396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2590399.000000 Penalty: 4926.791016
	Iteration 54Q: 3 clusters Score -2590399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2590398.750000 Penalty: 4926.791016
	Iteration 55Q: 3 clusters Score -2590399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2590398.750000 Penalty: 4926.791016
	Iteration 56F: 3 clusters Score -2590399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -260557.328125 Penalty: 1888.593994
	Iteration 0F: 2 clusters Score -260557.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -257968.953125 Penalty: 3777.187988
	Iteration 0F: 3 clusters Score -257969 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -258642.531250 Penalty: 3777.187988
	Iteration 1F: 3 clusters Score -258642.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -258946.765625 Penalty: 3777.187988
	Iteration 2F: 3 clusters Score -258946.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -259286.312500 Penalty: 3777.187988
	Iteration 3F: 3 clusters Score -259286.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -259553.531250 Penalty: 3777.187988
	Iteration 4F: 3 clusters Score -259553.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -259748.093750 Penalty: 3777.187988
	Iteration 5F: 3 clusters Score -259748.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -259882.843750 Penalty: 3777.187988
	Iteration 6Q: 3 clusters Score -259882.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -259935.937500 Penalty: 3777.187988
	Iteration 7Q: 3 clusters Score -259935.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -259954.812500 Penalty: 3777.187988
	Iteration 8Q: 3 clusters Score -259954.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -259964.125000 Penalty: 3777.187988
	Iteration 9Q: 3 clusters Score -259964.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -259968.812500 Penalty: 3777.187988
	Iteration 10Q: 3 clusters Score -259968.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -259973.093750 Penalty: 3777.187988
	Iteration 11Q: 3 clusters Score -259973.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -259974.109375 Penalty: 3777.187988
	Iteration 12Q: 3 clusters Score -259974.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -259974.875000 Penalty: 3777.187988
	Iteration 13Q: 3 clusters Score -259974.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -259974.875000 Penalty: 3777.187988
	Iteration 14F: 3 clusters Score -259974.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -701711.500000 Penalty: 2130.752441
	Iteration 0F: 2 clusters Score -701711.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -696945.437500 Penalty: 4261.504883
	Iteration 0F: 3 clusters Score -696945.4 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -698075.812500 Penalty: 4261.504883
	Iteration 1F: 3 clusters Score -698075.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -698298.437500 Penalty: 4261.504883
	Iteration 2F: 3 clusters Score -698298.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -698447.625000 Penalty: 4261.504883
	Iteration 3Q: 3 clusters Score -698447.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -698550.125000 Penalty: 4261.504883
	Iteration 4Q: 3 clusters Score -698550.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -698649.250000 Penalty: 4261.504883
	Iteration 5Q: 3 clusters Score -698649.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -698754.375000 Penalty: 4261.504883
	Iteration 6Q: 3 clusters Score -698754.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -698872.375000 Penalty: 4261.504883
	Iteration 7Q: 3 clusters Score -698872.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -698992.437500 Penalty: 4261.504883
	Iteration 8Q: 3 clusters Score -698992.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -699113.812500 Penalty: 4261.504883
	Iteration 9Q: 3 clusters Score -699113.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -699224.500000 Penalty: 4261.504883
	Iteration 10Q: 3 clusters Score -699224.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -699308.937500 Penalty: 4261.504883
	Iteration 11Q: 3 clusters Score -699308.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -699378.250000 Penalty: 4261.504883
	Iteration 12Q: 3 clusters Score -699378.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -699437.500000 Penalty: 4261.504883
	Iteration 13Q: 3 clusters Score -699437.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -699483.000000 Penalty: 4261.504883
	Iteration 14Q: 3 clusters Score -699483 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -699526.312500 Penalty: 4261.504883
	Iteration 15Q: 3 clusters Score -699526.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -699561.937500 Penalty: 4261.504883
	Iteration 16Q: 3 clusters Score -699561.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -699595.437500 Penalty: 4261.504883
	Iteration 17Q: 3 clusters Score -699595.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -699634.937500 Penalty: 4261.504883
	Iteration 18Q: 3 clusters Score -699634.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -699664.000000 Penalty: 4261.504883
	Iteration 19Q: 3 clusters Score -699664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -699682.812500 Penalty: 4261.504883
	Iteration 20F: 3 clusters Score -699682.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -699705.812500 Penalty: 4261.504883
	Iteration 21Q: 3 clusters Score -699705.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -699732.625000 Penalty: 4261.504883
	Iteration 22Q: 3 clusters Score -699732.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -699753.125000 Penalty: 4261.504883
	Iteration 23Q: 3 clusters Score -699753.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -699768.375000 Penalty: 4261.504883
	Iteration 24Q: 3 clusters Score -699768.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -699785.812500 Penalty: 4261.504883
	Iteration 25Q: 3 clusters Score -699785.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -699800.625000 Penalty: 4261.504883
	Iteration 26Q: 3 clusters Score -699800.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -699820.812500 Penalty: 4261.504883
	Iteration 27Q: 3 clusters Score -699820.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -699838.062500 Penalty: 4261.504883
	Iteration 28Q: 3 clusters Score -699838.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -699850.125000 Penalty: 4261.504883
	Iteration 29Q: 3 clusters Score -699850.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -699860.562500 Penalty: 4261.504883
	Iteration 30Q: 3 clusters Score -699860.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -699867.687500 Penalty: 4261.504883
	Iteration 31Q: 3 clusters Score -699867.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -699873.000000 Penalty: 4261.504883
	Iteration 32Q: 3 clusters Score -699873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -699877.562500 Penalty: 4261.504883
	Iteration 33Q: 3 clusters Score -699877.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -699884.437500 Penalty: 4261.504883
	Iteration 34Q: 3 clusters Score -699884.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -699889.250000 Penalty: 4261.504883
	Iteration 35Q: 3 clusters Score -699889.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -699895.875000 Penalty: 4261.504883
	Iteration 36Q: 3 clusters Score -699895.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -699901.687500 Penalty: 4261.504883
	Iteration 37Q: 3 clusters Score -699901.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -699912.562500 Penalty: 4261.504883
	Iteration 38Q: 3 clusters Score -699912.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -699919.250000 Penalty: 4261.504883
	Iteration 39Q: 3 clusters Score -699919.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -699927.062500 Penalty: 4261.504883
	Iteration 40F: 3 clusters Score -699927.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -699936.500000 Penalty: 4261.504883
	Iteration 41Q: 3 clusters Score -699936.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -699943.187500 Penalty: 4261.504883
	Iteration 42Q: 3 clusters Score -699943.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -699947.312500 Penalty: 4261.504883
	Iteration 43Q: 3 clusters Score -699947.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -699949.312500 Penalty: 4261.504883
	Iteration 44Q: 3 clusters Score -699949.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -699953.750000 Penalty: 4261.504883
	Iteration 45Q: 3 clusters Score -699953.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -699956.437500 Penalty: 4261.504883
	Iteration 46Q: 3 clusters Score -699956.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -699961.812500 Penalty: 4261.504883
	Iteration 47Q: 3 clusters Score -699961.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -699966.875000 Penalty: 4261.504883
	Iteration 48Q: 3 clusters Score -699966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -699969.875000 Penalty: 4261.504883
	Iteration 49Q: 3 clusters Score -699969.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -699970.687500 Penalty: 4261.504883
	Iteration 50Q: 3 clusters Score -699970.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -699974.375000 Penalty: 4261.504883
	Iteration 51Q: 3 clusters Score -699974.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -699976.187500 Penalty: 4261.504883
	Iteration 52Q: 3 clusters Score -699976.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -699978.562500 Penalty: 4261.504883
	Iteration 53Q: 3 clusters Score -699978.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -699980.875000 Penalty: 4261.504883
	Iteration 54Q: 3 clusters Score -699980.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -699983.000000 Penalty: 4261.504883
	Iteration 55Q: 3 clusters Score -699983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -699983.625000 Penalty: 4261.504883
	Iteration 56Q: 3 clusters Score -699983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -699984.437500 Penalty: 4261.504883
	Iteration 57Q: 3 clusters Score -699984.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -699984.937500 Penalty: 4261.504883
	Iteration 58Q: 3 clusters Score -699984.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -699985.000000 Penalty: 4261.504883
	Iteration 59Q: 3 clusters Score -699985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -699985.000000 Penalty: 4261.504883
	Iteration 60F: 3 clusters Score -699985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -133790.125000 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -133790.1 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 538 members 
Entering Unmasked Estep 
Score: -131830.921875 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -131830.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -132272.421875 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -132272.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -132719.312500 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -132719.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -133558.500000 Penalty: 3459.341553
	Iteration 3F: 3 clusters Score -133558.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -134192.031250 Penalty: 3459.341553
	Iteration 4F: 3 clusters Score -134192 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -134367.015625 Penalty: 3459.341553
	Iteration 5Q: 3 clusters Score -134367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -134512.937500 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -134512.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -134661.859375 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -134661.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -134826.546875 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -134826.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -135002.296875 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -135002.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -135084.546875 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -135084.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -135098.953125 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -135099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -135103.609375 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -135103.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -135103.609375 Penalty: 3459.341553
	Iteration 13F: 3 clusters Score -135103.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154993 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166560 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20600 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88625 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20624 members 
Mstep: Class 23 contains 64738 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4259 members 
Mstep: Class 33 contains 759 members 
Entering Unmasked Estep 
Score: -100911088.000000 Penalty: 110858.882812
Splitting cluster 13 changes total score from -100911520.000000 to -100911088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (24362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Entering Unmasked Estep 
Score: -3191100.500000 Penalty: 2504.993408
	Iteration 0F: 2 clusters Score -3191100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -3174159.500000 Penalty: 5009.986816
	Iteration 0F: 3 clusters Score -3174160 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -3180343.250000 Penalty: 5009.986816
	Iteration 1F: 3 clusters Score -3180343 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -3181031.750000 Penalty: 5009.986816
	Iteration 2F: 3 clusters Score -3181032 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3181722.000000 Penalty: 5009.986816
	Iteration 3F: 3 clusters Score -3181722 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -3182462.000000 Penalty: 5009.986816
	Iteration 4F: 3 clusters Score -3182462 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -3183369.500000 Penalty: 5009.986816
	Iteration 5F: 3 clusters Score -3183370 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -3184362.500000 Penalty: 5009.986816
	Iteration 6F: 3 clusters Score -3184362 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -3185452.750000 Penalty: 5009.986816
	Iteration 7F: 3 clusters Score -3185453 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -3186453.500000 Penalty: 5009.986816
	Iteration 8F: 3 clusters Score -3186454 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -3187204.000000 Penalty: 5009.986816
	Iteration 9Q: 3 clusters Score -3187204 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -3187701.750000 Penalty: 5009.986816
	Iteration 10Q: 3 clusters Score -3187702 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -3188098.250000 Penalty: 5009.986816
	Iteration 11Q: 3 clusters Score -3188098 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -3188382.000000 Penalty: 5009.986816
	Iteration 12Q: 3 clusters Score -3188382 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -3188618.500000 Penalty: 5009.986816
	Iteration 13Q: 3 clusters Score -3188618 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -3188828.000000 Penalty: 5009.986816
	Iteration 14Q: 3 clusters Score -3188828 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -3189011.000000 Penalty: 5009.986816
	Iteration 15Q: 3 clusters Score -3189011 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3189173.750000 Penalty: 5009.986816
	Iteration 16Q: 3 clusters Score -3189174 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -3189329.500000 Penalty: 5009.986816
	Iteration 17Q: 3 clusters Score -3189330 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3189493.500000 Penalty: 5009.986816
	Iteration 18Q: 3 clusters Score -3189494 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3189640.750000 Penalty: 5009.986816
	Iteration 19Q: 3 clusters Score -3189641 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3189768.750000 Penalty: 5009.986816
	Iteration 20F: 3 clusters Score -3189769 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -3189901.750000 Penalty: 5009.986816
	Iteration 21Q: 3 clusters Score -3189902 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3190041.500000 Penalty: 5009.986816
	Iteration 22Q: 3 clusters Score -3190042 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -3190158.000000 Penalty: 5009.986816
	Iteration 23Q: 3 clusters Score -3190158 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -3190264.250000 Penalty: 5009.986816
	Iteration 24Q: 3 clusters Score -3190264 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3190342.000000 Penalty: 5009.986816
	Iteration 25Q: 3 clusters Score -3190342 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -3190439.000000 Penalty: 5009.986816
	Iteration 26Q: 3 clusters Score -3190439 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3190515.250000 Penalty: 5009.986816
	Iteration 27Q: 3 clusters Score -3190515 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -3190588.000000 Penalty: 5009.986816
	Iteration 28Q: 3 clusters Score -3190588 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -3190644.500000 Penalty: 5009.986816
	Iteration 29Q: 3 clusters Score -3190644 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -3190688.500000 Penalty: 5009.986816
	Iteration 30Q: 3 clusters Score -3190688 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -3190729.750000 Penalty: 5009.986816
	Iteration 31Q: 3 clusters Score -3190730 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -3190751.250000 Penalty: 5009.986816
	Iteration 32Q: 3 clusters Score -3190751 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -3190782.750000 Penalty: 5009.986816
	Iteration 33Q: 3 clusters Score -3190783 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -3190797.000000 Penalty: 5009.986816
	Iteration 34Q: 3 clusters Score -3190797 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -3190810.250000 Penalty: 5009.986816
	Iteration 35Q: 3 clusters Score -3190810 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3190818.250000 Penalty: 5009.986816
	Iteration 36Q: 3 clusters Score -3190818 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3190842.500000 Penalty: 5009.986816
	Iteration 37Q: 3 clusters Score -3190842 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -3190852.750000 Penalty: 5009.986816
	Iteration 38Q: 3 clusters Score -3190853 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -3190850.250000 Penalty: 5009.986816
	Iteration 39Q: 3 clusters Score -3190850 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -3190864.750000 Penalty: 5009.986816
	Iteration 40F: 3 clusters Score -3190865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -3190868.500000 Penalty: 5009.986816
	Iteration 41Q: 3 clusters Score -3190868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -3190860.500000 Penalty: 5009.986816
	Iteration 42Q: 3 clusters Score -3190860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -3190871.000000 Penalty: 5009.986816
	Iteration 43Q: 3 clusters Score -3190871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -3190881.000000 Penalty: 5009.986816
	Iteration 44Q: 3 clusters Score -3190881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3190878.750000 Penalty: 5009.986816
	Iteration 45Q: 3 clusters Score -3190879 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3190880.250000 Penalty: 5009.986816
	Iteration 46Q: 3 clusters Score -3190880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -3190884.500000 Penalty: 5009.986816
	Iteration 47Q: 3 clusters Score -3190884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3190887.500000 Penalty: 5009.986816
	Iteration 48Q: 3 clusters Score -3190888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -3190888.500000 Penalty: 5009.986816
	Iteration 49Q: 3 clusters Score -3190888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3190893.000000 Penalty: 5009.986816
	Iteration 50Q: 3 clusters Score -3190893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3190894.250000 Penalty: 5009.986816
	Iteration 51Q: 3 clusters Score -3190894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3190905.000000 Penalty: 5009.986816
	Iteration 52Q: 3 clusters Score -3190905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -3190907.750000 Penalty: 5009.986816
	Iteration 53Q: 3 clusters Score -3190908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -3190907.250000 Penalty: 5009.986816
	Iteration 54Q: 3 clusters Score -3190907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -3190908.750000 Penalty: 5009.986816
	Iteration 55Q: 3 clusters Score -3190909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3190916.500000 Penalty: 5009.986816
	Iteration 56Q: 3 clusters Score -3190916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -3190916.250000 Penalty: 5009.986816
	Iteration 57Q: 3 clusters Score -3190916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -3190923.250000 Penalty: 5009.986816
	Iteration 58Q: 3 clusters Score -3190923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -3190924.750000 Penalty: 5009.986816
	Iteration 59Q: 3 clusters Score -3190925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -3190924.500000 Penalty: 5009.986816
	Iteration 60F: 3 clusters Score -3190924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -3190926.500000 Penalty: 5009.986816
	Iteration 61Q: 3 clusters Score -3190926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -3190924.250000 Penalty: 5009.986816
	Iteration 62Q: 3 clusters Score -3190924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3190921.250000 Penalty: 5009.986816
	Iteration 63Q: 3 clusters Score -3190921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -3190920.750000 Penalty: 5009.986816
	Iteration 64Q: 3 clusters Score -3190921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -3190926.500000 Penalty: 5009.986816
	Iteration 65Q: 3 clusters Score -3190926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -3190928.500000 Penalty: 5009.986816
	Iteration 66Q: 3 clusters Score -3190928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -3190928.000000 Penalty: 5009.986816
	Iteration 67Q: 3 clusters Score -3190928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -3190926.000000 Penalty: 5009.986816
	Iteration 68Q: 3 clusters Score -3190926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3190931.000000 Penalty: 5009.986816
	Iteration 69Q: 3 clusters Score -3190931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3190931.000000 Penalty: 5009.986816
	Iteration 70F: 3 clusters Score -3190931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Entering Unmasked Estep 
Score: -1243537.250000 Penalty: 2270.738037
	Iteration 0F: 2 clusters Score -1243537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1236182.875000 Penalty: 4541.476074
	Iteration 0F: 3 clusters Score -1236183 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1238210.625000 Penalty: 4541.476074
	Iteration 1F: 3 clusters Score -1238211 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1238510.625000 Penalty: 4541.476074
	Iteration 2F: 3 clusters Score -1238511 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1238754.250000 Penalty: 4541.476074
	Iteration 3F: 3 clusters Score -1238754 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1238985.500000 Penalty: 4541.476074
	Iteration 4Q: 3 clusters Score -1238986 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1239185.000000 Penalty: 4541.476074
	Iteration 5Q: 3 clusters Score -1239185 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1239368.625000 Penalty: 4541.476074
	Iteration 6Q: 3 clusters Score -1239369 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1239533.625000 Penalty: 4541.476074
	Iteration 7Q: 3 clusters Score -1239534 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1239707.000000 Penalty: 4541.476074
	Iteration 8Q: 3 clusters Score -1239707 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1239891.500000 Penalty: 4541.476074
	Iteration 9Q: 3 clusters Score -1239892 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1240093.125000 Penalty: 4541.476074
	Iteration 10Q: 3 clusters Score -1240093 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1240285.250000 Penalty: 4541.476074
	Iteration 11Q: 3 clusters Score -1240285 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1240471.875000 Penalty: 4541.476074
	Iteration 12Q: 3 clusters Score -1240472 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1240711.375000 Penalty: 4541.476074
	Iteration 13Q: 3 clusters Score -1240711 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1240916.875000 Penalty: 4541.476074
	Iteration 14Q: 3 clusters Score -1240917 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1241072.375000 Penalty: 4541.476074
	Iteration 15Q: 3 clusters Score -1241072 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1241181.375000 Penalty: 4541.476074
	Iteration 16Q: 3 clusters Score -1241181 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1241274.750000 Penalty: 4541.476074
	Iteration 17Q: 3 clusters Score -1241275 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1241343.500000 Penalty: 4541.476074
	Iteration 18Q: 3 clusters Score -1241344 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1241411.750000 Penalty: 4541.476074
	Iteration 19Q: 3 clusters Score -1241412 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1241465.250000 Penalty: 4541.476074
	Iteration 20F: 3 clusters Score -1241465 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1241511.875000 Penalty: 4541.476074
	Iteration 21Q: 3 clusters Score -1241512 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1241548.375000 Penalty: 4541.476074
	Iteration 22Q: 3 clusters Score -1241548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1241579.500000 Penalty: 4541.476074
	Iteration 23Q: 3 clusters Score -1241580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1241609.750000 Penalty: 4541.476074
	Iteration 24Q: 3 clusters Score -1241610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1241634.500000 Penalty: 4541.476074
	Iteration 25Q: 3 clusters Score -1241634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1241657.250000 Penalty: 4541.476074
	Iteration 26Q: 3 clusters Score -1241657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1241675.750000 Penalty: 4541.476074
	Iteration 27Q: 3 clusters Score -1241676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1241698.500000 Penalty: 4541.476074
	Iteration 28Q: 3 clusters Score -1241698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1241710.875000 Penalty: 4541.476074
	Iteration 29Q: 3 clusters Score -1241711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1241720.500000 Penalty: 4541.476074
	Iteration 30Q: 3 clusters Score -1241720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1241732.125000 Penalty: 4541.476074
	Iteration 31Q: 3 clusters Score -1241732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1241741.625000 Penalty: 4541.476074
	Iteration 32Q: 3 clusters Score -1241742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1241748.875000 Penalty: 4541.476074
	Iteration 33Q: 3 clusters Score -1241749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1241755.375000 Penalty: 4541.476074
	Iteration 34Q: 3 clusters Score -1241755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1241758.875000 Penalty: 4541.476074
	Iteration 35Q: 3 clusters Score -1241759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1241762.250000 Penalty: 4541.476074
	Iteration 36Q: 3 clusters Score -1241762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1241765.125000 Penalty: 4541.476074
	Iteration 37Q: 3 clusters Score -1241765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1241768.125000 Penalty: 4541.476074
	Iteration 38Q: 3 clusters Score -1241768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1241770.875000 Penalty: 4541.476074
	Iteration 39Q: 3 clusters Score -1241771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1241771.250000 Penalty: 4541.476074
	Iteration 40F: 3 clusters Score -1241771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Entering Unmasked Estep 
Score: -1432601.250000 Penalty: 2296.169922
	Iteration 0F: 2 clusters Score -1432601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1424598.500000 Penalty: 4592.339844
	Iteration 0F: 3 clusters Score -1424598 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1427095.250000 Penalty: 4592.339844
	Iteration 1F: 3 clusters Score -1427095 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1427454.625000 Penalty: 4592.339844
	Iteration 2F: 3 clusters Score -1427455 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1427701.875000 Penalty: 4592.339844
	Iteration 3F: 3 clusters Score -1427702 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1427934.250000 Penalty: 4592.339844
	Iteration 4Q: 3 clusters Score -1427934 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1428174.125000 Penalty: 4592.339844
	Iteration 5Q: 3 clusters Score -1428174 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1428424.375000 Penalty: 4592.339844
	Iteration 6Q: 3 clusters Score -1428424 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1428676.375000 Penalty: 4592.339844
	Iteration 7Q: 3 clusters Score -1428676 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1428903.250000 Penalty: 4592.339844
	Iteration 8Q: 3 clusters Score -1428903 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1429117.000000 Penalty: 4592.339844
	Iteration 9Q: 3 clusters Score -1429117 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1429315.625000 Penalty: 4592.339844
	Iteration 10Q: 3 clusters Score -1429316 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1429515.625000 Penalty: 4592.339844
	Iteration 11Q: 3 clusters Score -1429516 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1429673.875000 Penalty: 4592.339844
	Iteration 12Q: 3 clusters Score -1429674 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1429779.125000 Penalty: 4592.339844
	Iteration 13Q: 3 clusters Score -1429779 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1429854.125000 Penalty: 4592.339844
	Iteration 14Q: 3 clusters Score -1429854 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1429909.375000 Penalty: 4592.339844
	Iteration 15Q: 3 clusters Score -1429909 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1429956.500000 Penalty: 4592.339844
	Iteration 16Q: 3 clusters Score -1429956 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1429997.375000 Penalty: 4592.339844
	Iteration 17Q: 3 clusters Score -1429997 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1430028.750000 Penalty: 4592.339844
	Iteration 18Q: 3 clusters Score -1430029 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1430066.375000 Penalty: 4592.339844
	Iteration 19Q: 3 clusters Score -1430066 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1430102.625000 Penalty: 4592.339844
	Iteration 20F: 3 clusters Score -1430103 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1430145.875000 Penalty: 4592.339844
	Iteration 21Q: 3 clusters Score -1430146 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1430189.625000 Penalty: 4592.339844
	Iteration 22Q: 3 clusters Score -1430190 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1430226.875000 Penalty: 4592.339844
	Iteration 23Q: 3 clusters Score -1430227 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1430269.875000 Penalty: 4592.339844
	Iteration 24Q: 3 clusters Score -1430270 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1430316.750000 Penalty: 4592.339844
	Iteration 25Q: 3 clusters Score -1430317 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1430364.875000 Penalty: 4592.339844
	Iteration 26Q: 3 clusters Score -1430365 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1430424.375000 Penalty: 4592.339844
	Iteration 27Q: 3 clusters Score -1430424 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1430483.875000 Penalty: 4592.339844
	Iteration 28Q: 3 clusters Score -1430484 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1430536.250000 Penalty: 4592.339844
	Iteration 29Q: 3 clusters Score -1430536 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1430586.875000 Penalty: 4592.339844
	Iteration 30Q: 3 clusters Score -1430587 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1430634.250000 Penalty: 4592.339844
	Iteration 31Q: 3 clusters Score -1430634 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1430674.875000 Penalty: 4592.339844
	Iteration 32Q: 3 clusters Score -1430675 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1430731.875000 Penalty: 4592.339844
	Iteration 33Q: 3 clusters Score -1430732 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1430779.000000 Penalty: 4592.339844
	Iteration 34Q: 3 clusters Score -1430779 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1430829.375000 Penalty: 4592.339844
	Iteration 35Q: 3 clusters Score -1430829 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1430874.875000 Penalty: 4592.339844
	Iteration 36Q: 3 clusters Score -1430875 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1430914.875000 Penalty: 4592.339844
	Iteration 37Q: 3 clusters Score -1430915 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1430957.125000 Penalty: 4592.339844
	Iteration 38Q: 3 clusters Score -1430957 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1430988.250000 Penalty: 4592.339844
	Iteration 39Q: 3 clusters Score -1430988 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1431006.875000 Penalty: 4592.339844
	Iteration 40F: 3 clusters Score -1431007 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1431034.750000 Penalty: 4592.339844
	Iteration 41Q: 3 clusters Score -1431035 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1431061.250000 Penalty: 4592.339844
	Iteration 42Q: 3 clusters Score -1431061 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1431085.375000 Penalty: 4592.339844
	Iteration 43Q: 3 clusters Score -1431085 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1431109.625000 Penalty: 4592.339844
	Iteration 44Q: 3 clusters Score -1431110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1431126.375000 Penalty: 4592.339844
	Iteration 45Q: 3 clusters Score -1431126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1431146.125000 Penalty: 4592.339844
	Iteration 46Q: 3 clusters Score -1431146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1431160.125000 Penalty: 4592.339844
	Iteration 47Q: 3 clusters Score -1431160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1431171.625000 Penalty: 4592.339844
	Iteration 48Q: 3 clusters Score -1431172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1431182.750000 Penalty: 4592.339844
	Iteration 49Q: 3 clusters Score -1431183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1431192.250000 Penalty: 4592.339844
	Iteration 50Q: 3 clusters Score -1431192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1431199.875000 Penalty: 4592.339844
	Iteration 51Q: 3 clusters Score -1431200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1431205.000000 Penalty: 4592.339844
	Iteration 52Q: 3 clusters Score -1431205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1431215.500000 Penalty: 4592.339844
	Iteration 53Q: 3 clusters Score -1431216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1431219.375000 Penalty: 4592.339844
	Iteration 54Q: 3 clusters Score -1431219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1431226.000000 Penalty: 4592.339844
	Iteration 55Q: 3 clusters Score -1431226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1431228.125000 Penalty: 4592.339844
	Iteration 56Q: 3 clusters Score -1431228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1431231.500000 Penalty: 4592.339844
	Iteration 57Q: 3 clusters Score -1431232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1431235.875000 Penalty: 4592.339844
	Iteration 58Q: 3 clusters Score -1431236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1431238.125000 Penalty: 4592.339844
	Iteration 59Q: 3 clusters Score -1431238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1431240.625000 Penalty: 4592.339844
	Iteration 60F: 3 clusters Score -1431241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1431239.250000 Penalty: 4592.339844
	Iteration 61Q: 3 clusters Score -1431239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1431240.500000 Penalty: 4592.339844
	Iteration 62Q: 3 clusters Score -1431240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1431239.000000 Penalty: 4592.339844
	Iteration 63Q: 3 clusters Score -1431239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1431239.250000 Penalty: 4592.339844
	Iteration 64Q: 3 clusters Score -1431239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1431241.750000 Penalty: 4592.339844
	Iteration 65Q: 3 clusters Score -1431242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1431242.375000 Penalty: 4592.339844
	Iteration 66Q: 3 clusters Score -1431242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1431242.375000 Penalty: 4592.339844
	Iteration 67F: 3 clusters Score -1431242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Entering Unmasked Estep 
Score: -904627.937500 Penalty: 2186.138184
	Iteration 0F: 2 clusters Score -904627.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -899026.250000 Penalty: 4372.276367
	Iteration 0F: 3 clusters Score -899026.2 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -900435.812500 Penalty: 4372.276367
	Iteration 1F: 3 clusters Score -900435.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -900703.875000 Penalty: 4372.276367
	Iteration 2F: 3 clusters Score -900703.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -900881.750000 Penalty: 4372.276367
	Iteration 3F: 3 clusters Score -900881.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -901010.437500 Penalty: 4372.276367
	Iteration 4Q: 3 clusters Score -901010.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -901130.000000 Penalty: 4372.276367
	Iteration 5Q: 3 clusters Score -901130 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -901247.937500 Penalty: 4372.276367
	Iteration 6Q: 3 clusters Score -901247.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -901364.375000 Penalty: 4372.276367
	Iteration 7Q: 3 clusters Score -901364.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -901490.562500 Penalty: 4372.276367
	Iteration 8Q: 3 clusters Score -901490.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -901631.500000 Penalty: 4372.276367
	Iteration 9Q: 3 clusters Score -901631.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -901782.250000 Penalty: 4372.276367
	Iteration 10Q: 3 clusters Score -901782.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -901929.062500 Penalty: 4372.276367
	Iteration 11Q: 3 clusters Score -901929.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -902104.750000 Penalty: 4372.276367
	Iteration 12Q: 3 clusters Score -902104.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -902265.937500 Penalty: 4372.276367
	Iteration 13Q: 3 clusters Score -902265.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -902396.812500 Penalty: 4372.276367
	Iteration 14Q: 3 clusters Score -902396.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -902492.062500 Penalty: 4372.276367
	Iteration 15Q: 3 clusters Score -902492.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -902565.500000 Penalty: 4372.276367
	Iteration 16Q: 3 clusters Score -902565.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -902620.812500 Penalty: 4372.276367
	Iteration 17Q: 3 clusters Score -902620.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -902665.000000 Penalty: 4372.276367
	Iteration 18Q: 3 clusters Score -902665 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -902700.437500 Penalty: 4372.276367
	Iteration 19Q: 3 clusters Score -902700.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -902737.312500 Penalty: 4372.276367
	Iteration 20F: 3 clusters Score -902737.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -902765.437500 Penalty: 4372.276367
	Iteration 21Q: 3 clusters Score -902765.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -902784.250000 Penalty: 4372.276367
	Iteration 22Q: 3 clusters Score -902784.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -902801.437500 Penalty: 4372.276367
	Iteration 23Q: 3 clusters Score -902801.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -902815.250000 Penalty: 4372.276367
	Iteration 24Q: 3 clusters Score -902815.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -902826.437500 Penalty: 4372.276367
	Iteration 25Q: 3 clusters Score -902826.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -902831.375000 Penalty: 4372.276367
	Iteration 26Q: 3 clusters Score -902831.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -902838.937500 Penalty: 4372.276367
	Iteration 27Q: 3 clusters Score -902838.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -902842.562500 Penalty: 4372.276367
	Iteration 28Q: 3 clusters Score -902842.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -902849.875000 Penalty: 4372.276367
	Iteration 29Q: 3 clusters Score -902849.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -902851.250000 Penalty: 4372.276367
	Iteration 30Q: 3 clusters Score -902851.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -902852.312500 Penalty: 4372.276367
	Iteration 31Q: 3 clusters Score -902852.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -902854.375000 Penalty: 4372.276367
	Iteration 32Q: 3 clusters Score -902854.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -902857.750000 Penalty: 4372.276367
	Iteration 33Q: 3 clusters Score -902857.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -902867.000000 Penalty: 4372.276367
	Iteration 34Q: 3 clusters Score -902867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -902871.312500 Penalty: 4372.276367
	Iteration 35Q: 3 clusters Score -902871.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -902873.500000 Penalty: 4372.276367
	Iteration 36Q: 3 clusters Score -902873.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -902873.937500 Penalty: 4372.276367
	Iteration 37Q: 3 clusters Score -902873.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -902875.875000 Penalty: 4372.276367
	Iteration 38Q: 3 clusters Score -902875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -902878.125000 Penalty: 4372.276367
	Iteration 39Q: 3 clusters Score -902878.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -902878.125000 Penalty: 4372.276367
	Iteration 40F: 3 clusters Score -902878.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -310646.156250 Penalty: 1963.910156
	Iteration 0F: 2 clusters Score -310646.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -307654.062500 Penalty: 3927.820312
	Iteration 0F: 3 clusters Score -307654.1 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -308429.625000 Penalty: 3927.820312
	Iteration 1F: 3 clusters Score -308429.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -308829.031250 Penalty: 3927.820312
	Iteration 2F: 3 clusters Score -308829 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -309045.187500 Penalty: 3927.820312
	Iteration 3F: 3 clusters Score -309045.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -309173.843750 Penalty: 3927.820312
	Iteration 4F: 3 clusters Score -309173.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -309272.437500 Penalty: 3927.820312
	Iteration 5Q: 3 clusters Score -309272.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -309334.687500 Penalty: 3927.820312
	Iteration 6Q: 3 clusters Score -309334.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -309383.093750 Penalty: 3927.820312
	Iteration 7Q: 3 clusters Score -309383.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -309414.250000 Penalty: 3927.820312
	Iteration 8Q: 3 clusters Score -309414.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -309443.656250 Penalty: 3927.820312
	Iteration 9Q: 3 clusters Score -309443.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -309470.656250 Penalty: 3927.820312
	Iteration 10Q: 3 clusters Score -309470.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -309490.031250 Penalty: 3927.820312
	Iteration 11Q: 3 clusters Score -309490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -309509.718750 Penalty: 3927.820312
	Iteration 12Q: 3 clusters Score -309509.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -309520.781250 Penalty: 3927.820312
	Iteration 13Q: 3 clusters Score -309520.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -309542.937500 Penalty: 3927.820312
	Iteration 14Q: 3 clusters Score -309542.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -309554.562500 Penalty: 3927.820312
	Iteration 15Q: 3 clusters Score -309554.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -309567.218750 Penalty: 3927.820312
	Iteration 16Q: 3 clusters Score -309567.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -309577.750000 Penalty: 3927.820312
	Iteration 17Q: 3 clusters Score -309577.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -309592.125000 Penalty: 3927.820312
	Iteration 18Q: 3 clusters Score -309592.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -309610.093750 Penalty: 3927.820312
	Iteration 19Q: 3 clusters Score -309610.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -309625.000000 Penalty: 3927.820312
	Iteration 20F: 3 clusters Score -309625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -309635.093750 Penalty: 3927.820312
	Iteration 21Q: 3 clusters Score -309635.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -309639.718750 Penalty: 3927.820312
	Iteration 22Q: 3 clusters Score -309639.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -309646.093750 Penalty: 3927.820312
	Iteration 23Q: 3 clusters Score -309646.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -309652.093750 Penalty: 3927.820312
	Iteration 24Q: 3 clusters Score -309652.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -309661.250000 Penalty: 3927.820312
	Iteration 25Q: 3 clusters Score -309661.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -309668.125000 Penalty: 3927.820312
	Iteration 26Q: 3 clusters Score -309668.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -309673.593750 Penalty: 3927.820312
	Iteration 27Q: 3 clusters Score -309673.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -309682.750000 Penalty: 3927.820312
	Iteration 28Q: 3 clusters Score -309682.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -309687.468750 Penalty: 3927.820312
	Iteration 29Q: 3 clusters Score -309687.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -309692.468750 Penalty: 3927.820312
	Iteration 30Q: 3 clusters Score -309692.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -309699.875000 Penalty: 3927.820312
	Iteration 31Q: 3 clusters Score -309699.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -309710.000000 Penalty: 3927.820312
	Iteration 32Q: 3 clusters Score -309710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -309718.406250 Penalty: 3927.820312
	Iteration 33Q: 3 clusters Score -309718.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -309730.031250 Penalty: 3927.820312
	Iteration 34Q: 3 clusters Score -309730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -309767.687500 Penalty: 3927.820312
	Iteration 35Q: 3 clusters Score -309767.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -309795.156250 Penalty: 3927.820312
	Iteration 36Q: 3 clusters Score -309795.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -309816.781250 Penalty: 3927.820312
	Iteration 37Q: 3 clusters Score -309816.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -309836.375000 Penalty: 3927.820312
	Iteration 38Q: 3 clusters Score -309836.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -309847.937500 Penalty: 3927.820312
	Iteration 39Q: 3 clusters Score -309847.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -309853.781250 Penalty: 3927.820312
	Iteration 40F: 3 clusters Score -309853.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -309860.093750 Penalty: 3927.820312
	Iteration 41Q: 3 clusters Score -309860.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -309867.156250 Penalty: 3927.820312
	Iteration 42Q: 3 clusters Score -309867.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -309869.875000 Penalty: 3927.820312
	Iteration 43Q: 3 clusters Score -309869.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -309880.187500 Penalty: 3927.820312
	Iteration 44Q: 3 clusters Score -309880.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -309885.125000 Penalty: 3927.820312
	Iteration 45Q: 3 clusters Score -309885.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -309889.125000 Penalty: 3927.820312
	Iteration 46Q: 3 clusters Score -309889.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -309894.687500 Penalty: 3927.820312
	Iteration 47Q: 3 clusters Score -309894.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -309897.968750 Penalty: 3927.820312
	Iteration 48Q: 3 clusters Score -309898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -309902.562500 Penalty: 3927.820312
	Iteration 49Q: 3 clusters Score -309902.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -309906.031250 Penalty: 3927.820312
	Iteration 50Q: 3 clusters Score -309906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -309911.843750 Penalty: 3927.820312
	Iteration 51Q: 3 clusters Score -309911.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -309918.281250 Penalty: 3927.820312
	Iteration 52Q: 3 clusters Score -309918.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -309927.406250 Penalty: 3927.820312
	Iteration 53Q: 3 clusters Score -309927.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -309933.906250 Penalty: 3927.820312
	Iteration 54Q: 3 clusters Score -309933.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -309945.343750 Penalty: 3927.820312
	Iteration 55Q: 3 clusters Score -309945.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -309951.312500 Penalty: 3927.820312
	Iteration 56Q: 3 clusters Score -309951.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -309956.937500 Penalty: 3927.820312
	Iteration 57Q: 3 clusters Score -309956.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -309960.562500 Penalty: 3927.820312
	Iteration 58Q: 3 clusters Score -309960.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -309963.312500 Penalty: 3927.820312
	Iteration 59Q: 3 clusters Score -309963.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -309966.687500 Penalty: 3927.820312
	Iteration 60F: 3 clusters Score -309966.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -309970.312500 Penalty: 3927.820312
	Iteration 61Q: 3 clusters Score -309970.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -309977.375000 Penalty: 3927.820312
	Iteration 62Q: 3 clusters Score -309977.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -309981.781250 Penalty: 3927.820312
	Iteration 63Q: 3 clusters Score -309981.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -309982.843750 Penalty: 3927.820312
	Iteration 64Q: 3 clusters Score -309982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -309983.156250 Penalty: 3927.820312
	Iteration 65Q: 3 clusters Score -309983.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -309983.156250 Penalty: 3927.820312
	Iteration 66F: 3 clusters Score -309983.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (88625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88625 members 
Entering Unmasked Estep 
Score: -12066559.000000 Penalty: 2825.257812
	Iteration 0F: 2 clusters Score -1.206656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -12007313.000000 Penalty: 5650.515625
	Iteration 0F: 3 clusters Score -1.200731e+07 nChanged 41720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -12030880.000000 Penalty: 5650.515625
	Iteration 1F: 3 clusters Score -1.203088e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -12031897.000000 Penalty: 5650.515625
	Iteration 2Q: 3 clusters Score -1.20319e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -12033414.000000 Penalty: 5650.515625
	Iteration 3Q: 3 clusters Score -1.203341e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -12035755.000000 Penalty: 5650.515625
	Iteration 4F: 3 clusters Score -1.203576e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -12039655.000000 Penalty: 5650.515625
	Iteration 5F: 3 clusters Score -1.203966e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 60688 members 
Entering Unmasked Estep 
Score: -12044690.000000 Penalty: 5650.515625
	Iteration 6F: 3 clusters Score -1.204469e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 65597 members 
Entering Unmasked Estep 
Score: -12049579.000000 Penalty: 5650.515625
	Iteration 7F: 3 clusters Score -1.204958e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 69729 members 
Entering Unmasked Estep 
Score: -12052973.000000 Penalty: 5650.515625
	Iteration 8F: 3 clusters Score -1.205297e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 73058 members 
Entering Unmasked Estep 
Score: -12055256.000000 Penalty: 5650.515625
	Iteration 9Q: 3 clusters Score -1.205526e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -12057033.000000 Penalty: 5650.515625
	Iteration 10Q: 3 clusters Score -1.205703e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 78430 members 
Entering Unmasked Estep 
Score: -12058438.000000 Penalty: 5650.515625
	Iteration 11Q: 3 clusters Score -1.205844e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 80575 members 
Entering Unmasked Estep 
Score: -12059657.000000 Penalty: 5650.515625
	Iteration 12Q: 3 clusters Score -1.205966e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 82398 members 
Entering Unmasked Estep 
Score: -12060714.000000 Penalty: 5650.515625
	Iteration 13Q: 3 clusters Score -1.206071e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 83828 members 
Entering Unmasked Estep 
Score: -12061538.000000 Penalty: 5650.515625
	Iteration 14Q: 3 clusters Score -1.206154e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 84952 members 
Entering Unmasked Estep 
Score: -12062326.000000 Penalty: 5650.515625
	Iteration 15Q: 3 clusters Score -1.206233e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 85761 members 
Entering Unmasked Estep 
Score: -12062832.000000 Penalty: 5650.515625
	Iteration 16Q: 3 clusters Score -1.206283e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -12063211.000000 Penalty: 5650.515625
	Iteration 17Q: 3 clusters Score -1.206321e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 86711 members 
Entering Unmasked Estep 
Score: -12063436.000000 Penalty: 5650.515625
	Iteration 18Q: 3 clusters Score -1.206344e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 86966 members 
Entering Unmasked Estep 
Score: -12063597.000000 Penalty: 5650.515625
	Iteration 19Q: 3 clusters Score -1.20636e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 87161 members 
Entering Unmasked Estep 
Score: -12063740.000000 Penalty: 5650.515625
	Iteration 20F: 3 clusters Score -1.206374e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 87308 members 
Entering Unmasked Estep 
Score: -12063877.000000 Penalty: 5650.515625
	Iteration 21Q: 3 clusters Score -1.206388e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 87417 members 
Entering Unmasked Estep 
Score: -12063972.000000 Penalty: 5650.515625
	Iteration 22Q: 3 clusters Score -1.206397e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 87485 members 
Entering Unmasked Estep 
Score: -12064021.000000 Penalty: 5650.515625
	Iteration 23Q: 3 clusters Score -1.206402e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 87542 members 
Entering Unmasked Estep 
Score: -12064097.000000 Penalty: 5650.515625
	Iteration 24Q: 3 clusters Score -1.20641e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -12064145.000000 Penalty: 5650.515625
	Iteration 25Q: 3 clusters Score -1.206414e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 87632 members 
Entering Unmasked Estep 
Score: -12064177.000000 Penalty: 5650.515625
	Iteration 26Q: 3 clusters Score -1.206418e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 87659 members 
Entering Unmasked Estep 
Score: -12064198.000000 Penalty: 5650.515625
	Iteration 27Q: 3 clusters Score -1.20642e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -12064215.000000 Penalty: 5650.515625
	Iteration 28Q: 3 clusters Score -1.206422e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 87683 members 
Entering Unmasked Estep 
Score: -12064233.000000 Penalty: 5650.515625
	Iteration 29Q: 3 clusters Score -1.206423e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 87687 members 
Entering Unmasked Estep 
Score: -12064225.000000 Penalty: 5650.515625
	Iteration 30Q: 3 clusters Score -1.206422e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 87690 members 
Entering Unmasked Estep 
Score: -12064238.000000 Penalty: 5650.515625
	Iteration 31Q: 3 clusters Score -1.206424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 87698 members 
Entering Unmasked Estep 
Score: -12064235.000000 Penalty: 5650.515625
	Iteration 32Q: 3 clusters Score -1.206424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 87702 members 
Entering Unmasked Estep 
Score: -12064254.000000 Penalty: 5650.515625
	Iteration 33Q: 3 clusters Score -1.206425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -12064253.000000 Penalty: 5650.515625
	Iteration 34Q: 3 clusters Score -1.206425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 87711 members 
Entering Unmasked Estep 
Score: -12064249.000000 Penalty: 5650.515625
	Iteration 35Q: 3 clusters Score -1.206425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 87716 members 
Entering Unmasked Estep 
Score: -12064256.000000 Penalty: 5650.515625
	Iteration 36Q: 3 clusters Score -1.206426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -12064264.000000 Penalty: 5650.515625
	Iteration 37Q: 3 clusters Score -1.206426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 87727 members 
Entering Unmasked Estep 
Score: -12064268.000000 Penalty: 5650.515625
	Iteration 38Q: 3 clusters Score -1.206427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 87733 members 
Entering Unmasked Estep 
Score: -12064275.000000 Penalty: 5650.515625
	Iteration 39Q: 3 clusters Score -1.206428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 87734 members 
Entering Unmasked Estep 
Score: -12064278.000000 Penalty: 5650.515625
	Iteration 40F: 3 clusters Score -1.206428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 87737 members 
Entering Unmasked Estep 
Score: -12064281.000000 Penalty: 5650.515625
	Iteration 41Q: 3 clusters Score -1.206428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 87741 members 
Entering Unmasked Estep 
Score: -12064283.000000 Penalty: 5650.515625
	Iteration 42Q: 3 clusters Score -1.206428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 87746 members 
Entering Unmasked Estep 
Score: -12064283.000000 Penalty: 5650.515625
	Iteration 43Q: 3 clusters Score -1.206428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 87749 members 
Entering Unmasked Estep 
Score: -12064287.000000 Penalty: 5650.515625
	Iteration 44Q: 3 clusters Score -1.206429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 87751 members 
Entering Unmasked Estep 
Score: -12064288.000000 Penalty: 5650.515625
	Iteration 45Q: 3 clusters Score -1.206429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 87753 members 
Entering Unmasked Estep 
Score: -12064286.000000 Penalty: 5650.515625
	Iteration 46Q: 3 clusters Score -1.206429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 87754 members 
Entering Unmasked Estep 
Score: -12064283.000000 Penalty: 5650.515625
	Iteration 47Q: 3 clusters Score -1.206428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 87752 members 
Entering Unmasked Estep 
Score: -12064282.000000 Penalty: 5650.515625
	Iteration 48Q: 3 clusters Score -1.206428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 87754 members 
Entering Unmasked Estep 
Score: -12064273.000000 Penalty: 5650.515625
	Iteration 49Q: 3 clusters Score -1.206427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 87753 members 
Entering Unmasked Estep 
Score: -12064280.000000 Penalty: 5650.515625
	Iteration 50Q: 3 clusters Score -1.206428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 87754 members 
Entering Unmasked Estep 
Score: -12064275.000000 Penalty: 5650.515625
	Iteration 51Q: 3 clusters Score -1.206428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 87753 members 
Entering Unmasked Estep 
Score: -12064280.000000 Penalty: 5650.515625
	Iteration 52Q: 3 clusters Score -1.206428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 87752 members 
Entering Unmasked Estep 
Score: -12064281.000000 Penalty: 5650.515625
	Iteration 53Q: 3 clusters Score -1.206428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 87752 members 
Entering Unmasked Estep 
Score: -12064281.000000 Penalty: 5650.515625
	Iteration 54F: 3 clusters Score -1.206428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Entering Unmasked Estep 
Score: -1225720.125000 Penalty: 2290.166992
	Iteration 0F: 2 clusters Score -1225720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1217934.125000 Penalty: 4580.333984
	Iteration 0F: 3 clusters Score -1217934 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1220658.250000 Penalty: 4580.333984
	Iteration 1F: 3 clusters Score -1220658 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1221261.250000 Penalty: 4580.333984
	Iteration 2F: 3 clusters Score -1221261 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1221889.750000 Penalty: 4580.333984
	Iteration 3F: 3 clusters Score -1221890 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1222596.500000 Penalty: 4580.333984
	Iteration 4F: 3 clusters Score -1222596 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1223371.000000 Penalty: 4580.333984
	Iteration 5F: 3 clusters Score -1223371 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1224146.625000 Penalty: 4580.333984
	Iteration 6F: 3 clusters Score -1224147 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1224862.375000 Penalty: 4580.333984
	Iteration 7F: 3 clusters Score -1224862 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1225365.625000 Penalty: 4580.333984
	Iteration 8F: 3 clusters Score -1225366 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1225630.750000 Penalty: 4580.333984
	Iteration 9Q: 3 clusters Score -1225631 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1225777.250000 Penalty: 4580.333984
	Iteration 10Q: 3 clusters Score -1225777 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1225855.875000 Penalty: 4580.333984
	Iteration 11Q: 3 clusters Score -1225856 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1225923.500000 Penalty: 4580.333984
	Iteration 12Q: 3 clusters Score -1225924 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1225980.000000 Penalty: 4580.333984
	Iteration 13Q: 3 clusters Score -1225980 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1226039.875000 Penalty: 4580.333984
	Iteration 14Q: 3 clusters Score -1226040 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1226112.375000 Penalty: 4580.333984
	Iteration 15Q: 3 clusters Score -1226112 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1226192.125000 Penalty: 4580.333984
	Iteration 16Q: 3 clusters Score -1226192 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1226283.875000 Penalty: 4580.333984
	Iteration 17Q: 3 clusters Score -1226284 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1226343.875000 Penalty: 4580.333984
	Iteration 18Q: 3 clusters Score -1226344 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1226375.625000 Penalty: 4580.333984
	Iteration 19Q: 3 clusters Score -1226376 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1226398.625000 Penalty: 4580.333984
	Iteration 20F: 3 clusters Score -1226399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1226411.875000 Penalty: 4580.333984
	Iteration 21Q: 3 clusters Score -1226412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1226419.000000 Penalty: 4580.333984
	Iteration 22Q: 3 clusters Score -1226419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1226426.125000 Penalty: 4580.333984
	Iteration 23Q: 3 clusters Score -1226426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1226431.625000 Penalty: 4580.333984
	Iteration 24Q: 3 clusters Score -1226432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1226435.000000 Penalty: 4580.333984
	Iteration 25Q: 3 clusters Score -1226435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1226442.375000 Penalty: 4580.333984
	Iteration 26Q: 3 clusters Score -1226442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1226447.500000 Penalty: 4580.333984
	Iteration 27Q: 3 clusters Score -1226448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1226447.000000 Penalty: 4580.333984
	Iteration 28Q: 3 clusters Score -1226447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1226446.875000 Penalty: 4580.333984
	Iteration 29Q: 3 clusters Score -1226447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1226446.875000 Penalty: 4580.333984
	Iteration 30Q: 3 clusters Score -1226447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1226446.375000 Penalty: 4580.333984
	Iteration 31Q: 3 clusters Score -1226446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1226446.500000 Penalty: 4580.333984
	Iteration 32Q: 3 clusters Score -1226446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1226445.625000 Penalty: 4580.333984
	Iteration 33Q: 3 clusters Score -1226446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1226445.625000 Penalty: 4580.333984
	Iteration 34F: 3 clusters Score -1226446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154993 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166560 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20600 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88625 members 
Mstep: Class 20 contains 5616 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20624 members 
Mstep: Class 23 contains 64738 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4259 members 
Mstep: Class 33 contains 4629 members 
Entering Unmasked Estep 
Score: -100911384.000000 Penalty: 110858.882812
Splitting cluster 20 changes total score from -100911520.000000 to -100911384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -33823.671875 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -33823.67 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 150 members 
Entering Unmasked Estep 
Score: -32595.166016 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -32595.17 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32885.207031 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -32885.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32960.812500 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -32960.81 nChanged 4
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: -32975.726562 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -32975.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32983.210938 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -32983.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32983.210938 Penalty: 2827.420166
	Iteration 5F: 3 clusters Score -32983.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Entering Unmasked Estep 
Score: -2649168.250000 Penalty: 2463.684326
	Iteration 0F: 2 clusters Score -2649168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2634818.250000 Penalty: 4927.368652
	Iteration 0F: 3 clusters Score -2634818 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2639856.000000 Penalty: 4927.368652
	Iteration 1F: 3 clusters Score -2639856 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2640506.000000 Penalty: 4927.368652
	Iteration 2F: 3 clusters Score -2640506 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2641194.750000 Penalty: 4927.368652
	Iteration 3F: 3 clusters Score -2641195 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2641954.250000 Penalty: 4927.368652
	Iteration 4F: 3 clusters Score -2641954 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2642767.500000 Penalty: 4927.368652
	Iteration 5F: 3 clusters Score -2642768 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2643548.250000 Penalty: 4927.368652
	Iteration 6F: 3 clusters Score -2643548 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2644303.000000 Penalty: 4927.368652
	Iteration 7F: 3 clusters Score -2644303 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2645011.000000 Penalty: 4927.368652
	Iteration 8Q: 3 clusters Score -2645011 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2645596.500000 Penalty: 4927.368652
	Iteration 9Q: 3 clusters Score -2645596 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2646101.000000 Penalty: 4927.368652
	Iteration 10Q: 3 clusters Score -2646101 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2646508.500000 Penalty: 4927.368652
	Iteration 11Q: 3 clusters Score -2646508 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2646828.500000 Penalty: 4927.368652
	Iteration 12Q: 3 clusters Score -2646828 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2647037.000000 Penalty: 4927.368652
	Iteration 13Q: 3 clusters Score -2647037 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2647164.250000 Penalty: 4927.368652
	Iteration 14Q: 3 clusters Score -2647164 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2647247.500000 Penalty: 4927.368652
	Iteration 15Q: 3 clusters Score -2647248 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2647309.500000 Penalty: 4927.368652
	Iteration 16Q: 3 clusters Score -2647310 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2647367.250000 Penalty: 4927.368652
	Iteration 17Q: 3 clusters Score -2647367 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2647409.000000 Penalty: 4927.368652
	Iteration 18Q: 3 clusters Score -2647409 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2647455.000000 Penalty: 4927.368652
	Iteration 19Q: 3 clusters Score -2647455 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2647478.250000 Penalty: 4927.368652
	Iteration 20F: 3 clusters Score -2647478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2647504.000000 Penalty: 4927.368652
	Iteration 21Q: 3 clusters Score -2647504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2647531.250000 Penalty: 4927.368652
	Iteration 22Q: 3 clusters Score -2647531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2647551.750000 Penalty: 4927.368652
	Iteration 23Q: 3 clusters Score -2647552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2647572.000000 Penalty: 4927.368652
	Iteration 24Q: 3 clusters Score -2647572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2647589.500000 Penalty: 4927.368652
	Iteration 25Q: 3 clusters Score -2647590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2647599.500000 Penalty: 4927.368652
	Iteration 26Q: 3 clusters Score -2647600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2647612.250000 Penalty: 4927.368652
	Iteration 27Q: 3 clusters Score -2647612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2647629.500000 Penalty: 4927.368652
	Iteration 28Q: 3 clusters Score -2647630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2647640.750000 Penalty: 4927.368652
	Iteration 29Q: 3 clusters Score -2647641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2647655.000000 Penalty: 4927.368652
	Iteration 30Q: 3 clusters Score -2647655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -2647673.000000 Penalty: 4927.368652
	Iteration 31Q: 3 clusters Score -2647673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2647695.500000 Penalty: 4927.368652
	Iteration 32Q: 3 clusters Score -2647696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2647726.500000 Penalty: 4927.368652
	Iteration 33Q: 3 clusters Score -2647726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2647746.500000 Penalty: 4927.368652
	Iteration 34Q: 3 clusters Score -2647746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2647757.500000 Penalty: 4927.368652
	Iteration 35Q: 3 clusters Score -2647758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2647783.000000 Penalty: 4927.368652
	Iteration 36Q: 3 clusters Score -2647783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2647795.500000 Penalty: 4927.368652
	Iteration 37Q: 3 clusters Score -2647796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2647795.000000 Penalty: 4927.368652
	Iteration 38Q: 3 clusters Score -2647795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2647802.250000 Penalty: 4927.368652
	Iteration 39Q: 3 clusters Score -2647802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2647804.250000 Penalty: 4927.368652
	Iteration 40F: 3 clusters Score -2647804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2647805.250000 Penalty: 4927.368652
	Iteration 41Q: 3 clusters Score -2647805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2647810.250000 Penalty: 4927.368652
	Iteration 42Q: 3 clusters Score -2647810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2647813.000000 Penalty: 4927.368652
	Iteration 43Q: 3 clusters Score -2647813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2647818.000000 Penalty: 4927.368652
	Iteration 44Q: 3 clusters Score -2647818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2647819.250000 Penalty: 4927.368652
	Iteration 45Q: 3 clusters Score -2647819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2647824.250000 Penalty: 4927.368652
	Iteration 46Q: 3 clusters Score -2647824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2647824.750000 Penalty: 4927.368652
	Iteration 47Q: 3 clusters Score -2647825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2647828.500000 Penalty: 4927.368652
	Iteration 48Q: 3 clusters Score -2647828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2647827.000000 Penalty: 4927.368652
	Iteration 49Q: 3 clusters Score -2647827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2647825.500000 Penalty: 4927.368652
	Iteration 50Q: 3 clusters Score -2647826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2647828.000000 Penalty: 4927.368652
	Iteration 51Q: 3 clusters Score -2647828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2647835.500000 Penalty: 4927.368652
	Iteration 52Q: 3 clusters Score -2647836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2647841.250000 Penalty: 4927.368652
	Iteration 53Q: 3 clusters Score -2647841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2647842.250000 Penalty: 4927.368652
	Iteration 54Q: 3 clusters Score -2647842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2647838.750000 Penalty: 4927.368652
	Iteration 55Q: 3 clusters Score -2647839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2647845.250000 Penalty: 4927.368652
	Iteration 56Q: 3 clusters Score -2647845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2647847.750000 Penalty: 4927.368652
	Iteration 57Q: 3 clusters Score -2647848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -2647849.250000 Penalty: 4927.368652
	Iteration 58Q: 3 clusters Score -2647849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2647850.000000 Penalty: 4927.368652
	Iteration 59Q: 3 clusters Score -2647850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2647865.750000 Penalty: 4927.368652
	Iteration 60F: 3 clusters Score -2647866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -2647869.750000 Penalty: 4927.368652
	Iteration 61Q: 3 clusters Score -2647870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2647878.750000 Penalty: 4927.368652
	Iteration 62Q: 3 clusters Score -2647879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2647884.000000 Penalty: 4927.368652
	Iteration 63Q: 3 clusters Score -2647884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2647887.750000 Penalty: 4927.368652
	Iteration 64Q: 3 clusters Score -2647888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2647895.500000 Penalty: 4927.368652
	Iteration 65Q: 3 clusters Score -2647896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2647896.750000 Penalty: 4927.368652
	Iteration 66Q: 3 clusters Score -2647897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2647900.250000 Penalty: 4927.368652
	Iteration 67Q: 3 clusters Score -2647900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2647900.500000 Penalty: 4927.368652
	Iteration 68Q: 3 clusters Score -2647900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2647900.000000 Penalty: 4927.368652
	Iteration 69Q: 3 clusters Score -2647900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2647904.250000 Penalty: 4927.368652
	Iteration 70Q: 3 clusters Score -2647904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2647907.250000 Penalty: 4927.368652
	Iteration 71Q: 3 clusters Score -2647907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2647907.250000 Penalty: 4927.368652
	Iteration 72F: 3 clusters Score -2647907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (64738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Entering Unmasked Estep 
Score: -8739651.000000 Penalty: 2747.369873
	Iteration 0F: 2 clusters Score -8739651 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 32417 members 
Entering Unmasked Estep 
Score: -8696151.000000 Penalty: 5494.739746
	Iteration 0F: 3 clusters Score -8696151 nChanged 30170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -8713124.000000 Penalty: 5494.739746
	Iteration 1F: 3 clusters Score -8713124 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -8713885.000000 Penalty: 5494.739746
	Iteration 2Q: 3 clusters Score -8713885 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -8714687.000000 Penalty: 5494.739746
	Iteration 3Q: 3 clusters Score -8714687 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -8715525.000000 Penalty: 5494.739746
	Iteration 4Q: 3 clusters Score -8715525 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -8716682.000000 Penalty: 5494.739746
	Iteration 5Q: 3 clusters Score -8716682 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -8718073.000000 Penalty: 5494.739746
	Iteration 6Q: 3 clusters Score -8718073 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -8720027.000000 Penalty: 5494.739746
	Iteration 7F: 3 clusters Score -8720027 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -8722595.000000 Penalty: 5494.739746
	Iteration 8F: 3 clusters Score -8722595 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -8725663.000000 Penalty: 5494.739746
	Iteration 9F: 3 clusters Score -8725663 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -8728198.000000 Penalty: 5494.739746
	Iteration 10F: 3 clusters Score -8728198 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -8729875.000000 Penalty: 5494.739746
	Iteration 11Q: 3 clusters Score -8729875 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -8730877.000000 Penalty: 5494.739746
	Iteration 12Q: 3 clusters Score -8730877 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -8731554.000000 Penalty: 5494.739746
	Iteration 13Q: 3 clusters Score -8731554 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -8732127.000000 Penalty: 5494.739746
	Iteration 14Q: 3 clusters Score -8732127 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -8732647.000000 Penalty: 5494.739746
	Iteration 15Q: 3 clusters Score -8732647 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -8733210.000000 Penalty: 5494.739746
	Iteration 16Q: 3 clusters Score -8733210 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -8733725.000000 Penalty: 5494.739746
	Iteration 17Q: 3 clusters Score -8733725 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -8734257.000000 Penalty: 5494.739746
	Iteration 18Q: 3 clusters Score -8734257 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -8734735.000000 Penalty: 5494.739746
	Iteration 19Q: 3 clusters Score -8734735 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -8735086.000000 Penalty: 5494.739746
	Iteration 20F: 3 clusters Score -8735086 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -8735386.000000 Penalty: 5494.739746
	Iteration 21Q: 3 clusters Score -8735386 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -8735605.000000 Penalty: 5494.739746
	Iteration 22Q: 3 clusters Score -8735605 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -8735773.000000 Penalty: 5494.739746
	Iteration 23Q: 3 clusters Score -8735773 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -8735895.000000 Penalty: 5494.739746
	Iteration 24Q: 3 clusters Score -8735895 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -8735981.000000 Penalty: 5494.739746
	Iteration 25Q: 3 clusters Score -8735981 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -8736028.000000 Penalty: 5494.739746
	Iteration 26Q: 3 clusters Score -8736028 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -8736099.000000 Penalty: 5494.739746
	Iteration 27Q: 3 clusters Score -8736099 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -8736220.000000 Penalty: 5494.739746
	Iteration 28Q: 3 clusters Score -8736220 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -8736237.000000 Penalty: 5494.739746
	Iteration 29Q: 3 clusters Score -8736237 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -8736318.000000 Penalty: 5494.739746
	Iteration 30Q: 3 clusters Score -8736318 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -8736362.000000 Penalty: 5494.739746
	Iteration 31Q: 3 clusters Score -8736362 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -8736378.000000 Penalty: 5494.739746
	Iteration 32Q: 3 clusters Score -8736378 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -8736415.000000 Penalty: 5494.739746
	Iteration 33Q: 3 clusters Score -8736415 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -8736428.000000 Penalty: 5494.739746
	Iteration 34Q: 3 clusters Score -8736428 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -8736476.000000 Penalty: 5494.739746
	Iteration 35Q: 3 clusters Score -8736476 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -8736553.000000 Penalty: 5494.739746
	Iteration 36Q: 3 clusters Score -8736553 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -8736595.000000 Penalty: 5494.739746
	Iteration 37Q: 3 clusters Score -8736595 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -8736667.000000 Penalty: 5494.739746
	Iteration 38Q: 3 clusters Score -8736667 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -8736711.000000 Penalty: 5494.739746
	Iteration 39Q: 3 clusters Score -8736711 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -8736758.000000 Penalty: 5494.739746
	Iteration 40F: 3 clusters Score -8736758 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -8736828.000000 Penalty: 5494.739746
	Iteration 41Q: 3 clusters Score -8736828 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -8736874.000000 Penalty: 5494.739746
	Iteration 42Q: 3 clusters Score -8736874 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -8736949.000000 Penalty: 5494.739746
	Iteration 43Q: 3 clusters Score -8736949 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -8737007.000000 Penalty: 5494.739746
	Iteration 44Q: 3 clusters Score -8737007 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -8737110.000000 Penalty: 5494.739746
	Iteration 45Q: 3 clusters Score -8737110 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -8737185.000000 Penalty: 5494.739746
	Iteration 46Q: 3 clusters Score -8737185 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -8737266.000000 Penalty: 5494.739746
	Iteration 47Q: 3 clusters Score -8737266 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -8737346.000000 Penalty: 5494.739746
	Iteration 48Q: 3 clusters Score -8737346 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -8737425.000000 Penalty: 5494.739746
	Iteration 49Q: 3 clusters Score -8737425 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -8737487.000000 Penalty: 5494.739746
	Iteration 50Q: 3 clusters Score -8737487 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -8737516.000000 Penalty: 5494.739746
	Iteration 51Q: 3 clusters Score -8737516 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -8737562.000000 Penalty: 5494.739746
	Iteration 52Q: 3 clusters Score -8737562 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -8737645.000000 Penalty: 5494.739746
	Iteration 53Q: 3 clusters Score -8737645 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -8737677.000000 Penalty: 5494.739746
	Iteration 54Q: 3 clusters Score -8737677 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -8737745.000000 Penalty: 5494.739746
	Iteration 55Q: 3 clusters Score -8737745 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -8737793.000000 Penalty: 5494.739746
	Iteration 56Q: 3 clusters Score -8737793 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -8737841.000000 Penalty: 5494.739746
	Iteration 57Q: 3 clusters Score -8737841 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -8737896.000000 Penalty: 5494.739746
	Iteration 58Q: 3 clusters Score -8737896 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -8737916.000000 Penalty: 5494.739746
	Iteration 59Q: 3 clusters Score -8737916 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -8737906.000000 Penalty: 5494.739746
	Iteration 60F: 3 clusters Score -8737906 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -8737938.000000 Penalty: 5494.739746
	Iteration 61Q: 3 clusters Score -8737938 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -8737974.000000 Penalty: 5494.739746
	Iteration 62Q: 3 clusters Score -8737974 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -8738021.000000 Penalty: 5494.739746
	Iteration 63Q: 3 clusters Score -8738021 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -8738068.000000 Penalty: 5494.739746
	Iteration 64Q: 3 clusters Score -8738068 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -8738103.000000 Penalty: 5494.739746
	Iteration 65Q: 3 clusters Score -8738103 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -8738145.000000 Penalty: 5494.739746
	Iteration 66Q: 3 clusters Score -8738145 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -8738151.000000 Penalty: 5494.739746
	Iteration 67Q: 3 clusters Score -8738151 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -8738180.000000 Penalty: 5494.739746
	Iteration 68Q: 3 clusters Score -8738180 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -8738174.000000 Penalty: 5494.739746
	Iteration 69Q: 3 clusters Score -8738174 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -8738199.000000 Penalty: 5494.739746
	Iteration 70Q: 3 clusters Score -8738199 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -8738227.000000 Penalty: 5494.739746
	Iteration 71Q: 3 clusters Score -8738227 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -8738238.000000 Penalty: 5494.739746
	Iteration 72Q: 3 clusters Score -8738238 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -8738247.000000 Penalty: 5494.739746
	Iteration 73Q: 3 clusters Score -8738247 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -8738252.000000 Penalty: 5494.739746
	Iteration 74Q: 3 clusters Score -8738252 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -8738294.000000 Penalty: 5494.739746
	Iteration 75Q: 3 clusters Score -8738294 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -8738308.000000 Penalty: 5494.739746
	Iteration 76Q: 3 clusters Score -8738308 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -8738307.000000 Penalty: 5494.739746
	Iteration 77Q: 3 clusters Score -8738307 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -8738314.000000 Penalty: 5494.739746
	Iteration 78Q: 3 clusters Score -8738314 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -8738321.000000 Penalty: 5494.739746
	Iteration 79Q: 3 clusters Score -8738321 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -8738333.000000 Penalty: 5494.739746
	Iteration 80F: 3 clusters Score -8738333 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -8738347.000000 Penalty: 5494.739746
	Iteration 81Q: 3 clusters Score -8738347 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -8738376.000000 Penalty: 5494.739746
	Iteration 82Q: 3 clusters Score -8738376 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -8738377.000000 Penalty: 5494.739746
	Iteration 83Q: 3 clusters Score -8738377 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -8738391.000000 Penalty: 5494.739746
	Iteration 84Q: 3 clusters Score -8738391 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -8738413.000000 Penalty: 5494.739746
	Iteration 85Q: 3 clusters Score -8738413 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -8738411.000000 Penalty: 5494.739746
	Iteration 86Q: 3 clusters Score -8738411 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -8738402.000000 Penalty: 5494.739746
	Iteration 87Q: 3 clusters Score -8738402 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -8738424.000000 Penalty: 5494.739746
	Iteration 88Q: 3 clusters Score -8738424 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -8738440.000000 Penalty: 5494.739746
	Iteration 89Q: 3 clusters Score -8738440 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -8738439.000000 Penalty: 5494.739746
	Iteration 90Q: 3 clusters Score -8738439 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -8738464.000000 Penalty: 5494.739746
	Iteration 91Q: 3 clusters Score -8738464 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -8738478.000000 Penalty: 5494.739746
	Iteration 92Q: 3 clusters Score -8738478 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -8738490.000000 Penalty: 5494.739746
	Iteration 93Q: 3 clusters Score -8738490 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -8738495.000000 Penalty: 5494.739746
	Iteration 94Q: 3 clusters Score -8738495 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -8738530.000000 Penalty: 5494.739746
	Iteration 95Q: 3 clusters Score -8738530 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -8738537.000000 Penalty: 5494.739746
	Iteration 96Q: 3 clusters Score -8738537 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -8738559.000000 Penalty: 5494.739746
	Iteration 97Q: 3 clusters Score -8738559 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -8738547.000000 Penalty: 5494.739746
	Iteration 98Q: 3 clusters Score -8738547 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -8738565.000000 Penalty: 5494.739746
	Iteration 99Q: 3 clusters Score -8738565 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -8738581.000000 Penalty: 5494.739746
	Iteration 100F: 3 clusters Score -8738581 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -8738591.000000 Penalty: 5494.739746
	Iteration 101Q: 3 clusters Score -8738591 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -8738597.000000 Penalty: 5494.739746
	Iteration 102Q: 3 clusters Score -8738597 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -8738598.000000 Penalty: 5494.739746
	Iteration 103Q: 3 clusters Score -8738598 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -8738619.000000 Penalty: 5494.739746
	Iteration 104Q: 3 clusters Score -8738619 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -8738637.000000 Penalty: 5494.739746
	Iteration 105Q: 3 clusters Score -8738637 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -8738628.000000 Penalty: 5494.739746
	Iteration 106Q: 3 clusters Score -8738628 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -8738627.000000 Penalty: 5494.739746
	Iteration 107Q: 3 clusters Score -8738627 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -8738623.000000 Penalty: 5494.739746
	Iteration 108Q: 3 clusters Score -8738623 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -8738625.000000 Penalty: 5494.739746
	Iteration 109Q: 3 clusters Score -8738625 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -8738645.000000 Penalty: 5494.739746
	Iteration 110Q: 3 clusters Score -8738645 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -8738650.000000 Penalty: 5494.739746
	Iteration 111Q: 3 clusters Score -8738650 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -8738672.000000 Penalty: 5494.739746
	Iteration 112Q: 3 clusters Score -8738672 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -8738681.000000 Penalty: 5494.739746
	Iteration 113Q: 3 clusters Score -8738681 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -8738677.000000 Penalty: 5494.739746
	Iteration 114Q: 3 clusters Score -8738677 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -8738677.000000 Penalty: 5494.739746
	Iteration 115Q: 3 clusters Score -8738677 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -8738673.000000 Penalty: 5494.739746
	Iteration 116Q: 3 clusters Score -8738673 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -8738684.000000 Penalty: 5494.739746
	Iteration 117Q: 3 clusters Score -8738684 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -8738693.000000 Penalty: 5494.739746
	Iteration 118Q: 3 clusters Score -8738693 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -8738706.000000 Penalty: 5494.739746
	Iteration 119Q: 3 clusters Score -8738706 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -8738730.000000 Penalty: 5494.739746
	Iteration 120F: 3 clusters Score -8738730 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -8738738.000000 Penalty: 5494.739746
	Iteration 121Q: 3 clusters Score -8738738 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -8738720.000000 Penalty: 5494.739746
	Iteration 122Q: 3 clusters Score -8738720 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -8738728.000000 Penalty: 5494.739746
	Iteration 123Q: 3 clusters Score -8738728 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -8738734.000000 Penalty: 5494.739746
	Iteration 124Q: 3 clusters Score -8738734 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -8738736.000000 Penalty: 5494.739746
	Iteration 125Q: 3 clusters Score -8738736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -8738738.000000 Penalty: 5494.739746
	Iteration 126Q: 3 clusters Score -8738738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -8738746.000000 Penalty: 5494.739746
	Iteration 127Q: 3 clusters Score -8738746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -8738743.000000 Penalty: 5494.739746
	Iteration 128Q: 3 clusters Score -8738743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -8738750.000000 Penalty: 5494.739746
	Iteration 129Q: 3 clusters Score -8738750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -8738748.000000 Penalty: 5494.739746
	Iteration 130Q: 3 clusters Score -8738748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -8738754.000000 Penalty: 5494.739746
	Iteration 131Q: 3 clusters Score -8738754 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -8738761.000000 Penalty: 5494.739746
	Iteration 132Q: 3 clusters Score -8738761 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -8738771.000000 Penalty: 5494.739746
	Iteration 133Q: 3 clusters Score -8738771 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -8738762.000000 Penalty: 5494.739746
	Iteration 134Q: 3 clusters Score -8738762 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -8738771.000000 Penalty: 5494.739746
	Iteration 135Q: 3 clusters Score -8738771 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -8738768.000000 Penalty: 5494.739746
	Iteration 136Q: 3 clusters Score -8738768 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -8738776.000000 Penalty: 5494.739746
	Iteration 137Q: 3 clusters Score -8738776 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -8738793.000000 Penalty: 5494.739746
	Iteration 138Q: 3 clusters Score -8738793 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -8738775.000000 Penalty: 5494.739746
	Iteration 139Q: 3 clusters Score -8738775 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -8738779.000000 Penalty: 5494.739746
	Iteration 140F: 3 clusters Score -8738779 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -8738783.000000 Penalty: 5494.739746
	Iteration 141Q: 3 clusters Score -8738783 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -8738782.000000 Penalty: 5494.739746
	Iteration 142Q: 3 clusters Score -8738782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -8738805.000000 Penalty: 5494.739746
	Iteration 143Q: 3 clusters Score -8738805 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -8738819.000000 Penalty: 5494.739746
	Iteration 144Q: 3 clusters Score -8738819 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -8738827.000000 Penalty: 5494.739746
	Iteration 145Q: 3 clusters Score -8738827 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -8738834.000000 Penalty: 5494.739746
	Iteration 146Q: 3 clusters Score -8738834 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -8738838.000000 Penalty: 5494.739746
	Iteration 147Q: 3 clusters Score -8738838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -8738847.000000 Penalty: 5494.739746
	Iteration 148Q: 3 clusters Score -8738847 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -8738848.000000 Penalty: 5494.739746
	Iteration 149Q: 3 clusters Score -8738848 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -8738828.000000 Penalty: 5494.739746
	Iteration 150Q: 3 clusters Score -8738828 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -8738829.000000 Penalty: 5494.739746
	Iteration 151Q: 3 clusters Score -8738829 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -8738856.000000 Penalty: 5494.739746
	Iteration 152Q: 3 clusters Score -8738856 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -8738854.000000 Penalty: 5494.739746
	Iteration 153Q: 3 clusters Score -8738854 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -8738844.000000 Penalty: 5494.739746
	Iteration 154Q: 3 clusters Score -8738844 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -8738845.000000 Penalty: 5494.739746
	Iteration 155Q: 3 clusters Score -8738845 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -8738891.000000 Penalty: 5494.739746
	Iteration 156Q: 3 clusters Score -8738891 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -8738912.000000 Penalty: 5494.739746
	Iteration 157Q: 3 clusters Score -8738912 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -8738909.000000 Penalty: 5494.739746
	Iteration 158Q: 3 clusters Score -8738909 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -8738920.000000 Penalty: 5494.739746
	Iteration 159Q: 3 clusters Score -8738920 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -8738949.000000 Penalty: 5494.739746
	Iteration 160F: 3 clusters Score -8738949 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -8738958.000000 Penalty: 5494.739746
	Iteration 161Q: 3 clusters Score -8738958 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -8738981.000000 Penalty: 5494.739746
	Iteration 162Q: 3 clusters Score -8738981 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -8739002.000000 Penalty: 5494.739746
	Iteration 163Q: 3 clusters Score -8739002 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -8738980.000000 Penalty: 5494.739746
	Iteration 164Q: 3 clusters Score -8738980 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -8738995.000000 Penalty: 5494.739746
	Iteration 165Q: 3 clusters Score -8738995 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -8739021.000000 Penalty: 5494.739746
	Iteration 166Q: 3 clusters Score -8739021 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -8739048.000000 Penalty: 5494.739746
	Iteration 167Q: 3 clusters Score -8739048 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -8739063.000000 Penalty: 5494.739746
	Iteration 168Q: 3 clusters Score -8739063 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -8739060.000000 Penalty: 5494.739746
	Iteration 169Q: 3 clusters Score -8739060 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -8739069.000000 Penalty: 5494.739746
	Iteration 170Q: 3 clusters Score -8739069 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -8739077.000000 Penalty: 5494.739746
	Iteration 171Q: 3 clusters Score -8739077 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52932 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -8739075.000000 Penalty: 5494.739746
	Iteration 172Q: 3 clusters Score -8739075 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -8739086.000000 Penalty: 5494.739746
	Iteration 173Q: 3 clusters Score -8739086 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -8739106.000000 Penalty: 5494.739746
	Iteration 174Q: 3 clusters Score -8739106 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -8739134.000000 Penalty: 5494.739746
	Iteration 175Q: 3 clusters Score -8739134 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -8739125.000000 Penalty: 5494.739746
	Iteration 176Q: 3 clusters Score -8739125 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -8739159.000000 Penalty: 5494.739746
	Iteration 177Q: 3 clusters Score -8739159 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -8739173.000000 Penalty: 5494.739746
	Iteration 178Q: 3 clusters Score -8739173 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -8739181.000000 Penalty: 5494.739746
	Iteration 179Q: 3 clusters Score -8739181 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -8739191.000000 Penalty: 5494.739746
	Iteration 180F: 3 clusters Score -8739191 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -8739185.000000 Penalty: 5494.739746
	Iteration 181Q: 3 clusters Score -8739185 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -8739167.000000 Penalty: 5494.739746
	Iteration 182Q: 3 clusters Score -8739167 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -8739170.000000 Penalty: 5494.739746
	Iteration 183Q: 3 clusters Score -8739170 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -8739182.000000 Penalty: 5494.739746
	Iteration 184Q: 3 clusters Score -8739182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -8739174.000000 Penalty: 5494.739746
	Iteration 185Q: 3 clusters Score -8739174 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -8739176.000000 Penalty: 5494.739746
	Iteration 186Q: 3 clusters Score -8739176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -8739206.000000 Penalty: 5494.739746
	Iteration 187Q: 3 clusters Score -8739206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -8739192.000000 Penalty: 5494.739746
	Iteration 188Q: 3 clusters Score -8739192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -8739197.000000 Penalty: 5494.739746
	Iteration 189Q: 3 clusters Score -8739197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -8739207.000000 Penalty: 5494.739746
	Iteration 190Q: 3 clusters Score -8739207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -8739205.000000 Penalty: 5494.739746
	Iteration 191Q: 3 clusters Score -8739205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -8739202.000000 Penalty: 5494.739746
	Iteration 192Q: 3 clusters Score -8739202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -8739197.000000 Penalty: 5494.739746
	Iteration 193Q: 3 clusters Score -8739197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -8739202.000000 Penalty: 5494.739746
	Iteration 194Q: 3 clusters Score -8739202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -8739208.000000 Penalty: 5494.739746
	Iteration 195Q: 3 clusters Score -8739208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -8739222.000000 Penalty: 5494.739746
	Iteration 196Q: 3 clusters Score -8739222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -8739219.000000 Penalty: 5494.739746
	Iteration 197Q: 3 clusters Score -8739219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -8739218.000000 Penalty: 5494.739746
	Iteration 198Q: 3 clusters Score -8739218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -8739217.000000 Penalty: 5494.739746
	Iteration 199Q: 3 clusters Score -8739217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -8739210.000000 Penalty: 5494.739746
	Iteration 200F: 3 clusters Score -8739210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -8739210.000000 Penalty: 5494.739746
	Iteration 201Q: 3 clusters Score -8739210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -8739216.000000 Penalty: 5494.739746
	Iteration 202Q: 3 clusters Score -8739216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -8739215.000000 Penalty: 5494.739746
	Iteration 203Q: 3 clusters Score -8739215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -8739209.000000 Penalty: 5494.739746
	Iteration 204Q: 3 clusters Score -8739209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -8739219.000000 Penalty: 5494.739746
	Iteration 205Q: 3 clusters Score -8739219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -8739217.000000 Penalty: 5494.739746
	Iteration 206Q: 3 clusters Score -8739217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -8739223.000000 Penalty: 5494.739746
	Iteration 207Q: 3 clusters Score -8739223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -8739231.000000 Penalty: 5494.739746
	Iteration 208Q: 3 clusters Score -8739231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -8739241.000000 Penalty: 5494.739746
	Iteration 209Q: 3 clusters Score -8739241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -8739243.000000 Penalty: 5494.739746
	Iteration 210Q: 3 clusters Score -8739243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -8739242.000000 Penalty: 5494.739746
	Iteration 211Q: 3 clusters Score -8739242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -8739240.000000 Penalty: 5494.739746
	Iteration 212Q: 3 clusters Score -8739240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -8739240.000000 Penalty: 5494.739746
	Iteration 213Q: 3 clusters Score -8739240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -8739235.000000 Penalty: 5494.739746
	Iteration 214Q: 3 clusters Score -8739235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -8739234.000000 Penalty: 5494.739746
	Iteration 215Q: 3 clusters Score -8739234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -8739223.000000 Penalty: 5494.739746
	Iteration 216Q: 3 clusters Score -8739223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -8739233.000000 Penalty: 5494.739746
	Iteration 217Q: 3 clusters Score -8739233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -8739231.000000 Penalty: 5494.739746
	Iteration 218Q: 3 clusters Score -8739231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -8739237.000000 Penalty: 5494.739746
	Iteration 219Q: 3 clusters Score -8739237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -8739235.000000 Penalty: 5494.739746
	Iteration 220F: 3 clusters Score -8739235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -8739235.000000 Penalty: 5494.739746
	Iteration 221Q: 3 clusters Score -8739235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -8739234.000000 Penalty: 5494.739746
	Iteration 222Q: 3 clusters Score -8739234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -8739227.000000 Penalty: 5494.739746
	Iteration 223Q: 3 clusters Score -8739227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -8739228.000000 Penalty: 5494.739746
	Iteration 224Q: 3 clusters Score -8739228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -8739241.000000 Penalty: 5494.739746
	Iteration 225Q: 3 clusters Score -8739241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -8739241.000000 Penalty: 5494.739746
	Iteration 226Q: 3 clusters Score -8739241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -8739247.000000 Penalty: 5494.739746
	Iteration 227Q: 3 clusters Score -8739247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -8739247.000000 Penalty: 5494.739746
	Iteration 228Q: 3 clusters Score -8739247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -8739248.000000 Penalty: 5494.739746
	Iteration 229Q: 3 clusters Score -8739248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -8739246.000000 Penalty: 5494.739746
	Iteration 230Q: 3 clusters Score -8739246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -8739249.000000 Penalty: 5494.739746
	Iteration 231Q: 3 clusters Score -8739249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -8739254.000000 Penalty: 5494.739746
	Iteration 232Q: 3 clusters Score -8739254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -8739256.000000 Penalty: 5494.739746
	Iteration 233Q: 3 clusters Score -8739256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -8739249.000000 Penalty: 5494.739746
	Iteration 234Q: 3 clusters Score -8739249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -8739257.000000 Penalty: 5494.739746
	Iteration 235Q: 3 clusters Score -8739257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -8739257.000000 Penalty: 5494.739746
	Iteration 236F: 3 clusters Score -8739257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Entering Unmasked Estep 
Score: -282602.750000 Penalty: 1893.555420
	Iteration 0F: 2 clusters Score -282602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -279945.937500 Penalty: 3787.110840
	Iteration 0F: 3 clusters Score -279945.9 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -280415.375000 Penalty: 3787.110840
	Iteration 1F: 3 clusters Score -280415.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -280539.437500 Penalty: 3787.110840
	Iteration 2F: 3 clusters Score -280539.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -280611.562500 Penalty: 3787.110840
	Iteration 3Q: 3 clusters Score -280611.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -280644.343750 Penalty: 3787.110840
	Iteration 4Q: 3 clusters Score -280644.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -280677.562500 Penalty: 3787.110840
	Iteration 5Q: 3 clusters Score -280677.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -280710.812500 Penalty: 3787.110840
	Iteration 6Q: 3 clusters Score -280710.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -280737.343750 Penalty: 3787.110840
	Iteration 7Q: 3 clusters Score -280737.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -280761.218750 Penalty: 3787.110840
	Iteration 8Q: 3 clusters Score -280761.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -280781.687500 Penalty: 3787.110840
	Iteration 9Q: 3 clusters Score -280781.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -280807.656250 Penalty: 3787.110840
	Iteration 10Q: 3 clusters Score -280807.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -280834.437500 Penalty: 3787.110840
	Iteration 11Q: 3 clusters Score -280834.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -280854.093750 Penalty: 3787.110840
	Iteration 12Q: 3 clusters Score -280854.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -280869.531250 Penalty: 3787.110840
	Iteration 13Q: 3 clusters Score -280869.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -280875.000000 Penalty: 3787.110840
	Iteration 14Q: 3 clusters Score -280875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -280880.031250 Penalty: 3787.110840
	Iteration 15Q: 3 clusters Score -280880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -280887.593750 Penalty: 3787.110840
	Iteration 16Q: 3 clusters Score -280887.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -280894.125000 Penalty: 3787.110840
	Iteration 17Q: 3 clusters Score -280894.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -280900.343750 Penalty: 3787.110840
	Iteration 18Q: 3 clusters Score -280900.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -280915.906250 Penalty: 3787.110840
	Iteration 19Q: 3 clusters Score -280915.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -280938.093750 Penalty: 3787.110840
	Iteration 20F: 3 clusters Score -280938.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -280961.812500 Penalty: 3787.110840
	Iteration 21Q: 3 clusters Score -280961.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -280980.906250 Penalty: 3787.110840
	Iteration 22Q: 3 clusters Score -280980.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -280995.875000 Penalty: 3787.110840
	Iteration 23Q: 3 clusters Score -280995.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -281013.218750 Penalty: 3787.110840
	Iteration 24Q: 3 clusters Score -281013.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -281026.656250 Penalty: 3787.110840
	Iteration 25Q: 3 clusters Score -281026.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -281052.437500 Penalty: 3787.110840
	Iteration 26Q: 3 clusters Score -281052.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -281076.968750 Penalty: 3787.110840
	Iteration 27Q: 3 clusters Score -281077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -281093.500000 Penalty: 3787.110840
	Iteration 28Q: 3 clusters Score -281093.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -281109.250000 Penalty: 3787.110840
	Iteration 29Q: 3 clusters Score -281109.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -281123.093750 Penalty: 3787.110840
	Iteration 30Q: 3 clusters Score -281123.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -281137.218750 Penalty: 3787.110840
	Iteration 31Q: 3 clusters Score -281137.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -281141.468750 Penalty: 3787.110840
	Iteration 32Q: 3 clusters Score -281141.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -281144.812500 Penalty: 3787.110840
	Iteration 33Q: 3 clusters Score -281144.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -281148.343750 Penalty: 3787.110840
	Iteration 34Q: 3 clusters Score -281148.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -281150.812500 Penalty: 3787.110840
	Iteration 35Q: 3 clusters Score -281150.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -281154.968750 Penalty: 3787.110840
	Iteration 36Q: 3 clusters Score -281155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -281158.062500 Penalty: 3787.110840
	Iteration 37Q: 3 clusters Score -281158.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -281165.125000 Penalty: 3787.110840
	Iteration 38Q: 3 clusters Score -281165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -281168.218750 Penalty: 3787.110840
	Iteration 39Q: 3 clusters Score -281168.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -281172.718750 Penalty: 3787.110840
	Iteration 40F: 3 clusters Score -281172.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -281179.531250 Penalty: 3787.110840
	Iteration 41Q: 3 clusters Score -281179.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -281181.875000 Penalty: 3787.110840
	Iteration 42Q: 3 clusters Score -281181.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -281186.062500 Penalty: 3787.110840
	Iteration 43Q: 3 clusters Score -281186.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -281187.875000 Penalty: 3787.110840
	Iteration 44Q: 3 clusters Score -281187.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -281192.468750 Penalty: 3787.110840
	Iteration 45Q: 3 clusters Score -281192.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -281194.906250 Penalty: 3787.110840
	Iteration 46Q: 3 clusters Score -281194.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -281197.093750 Penalty: 3787.110840
	Iteration 47Q: 3 clusters Score -281197.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -281198.500000 Penalty: 3787.110840
	Iteration 48Q: 3 clusters Score -281198.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -281200.218750 Penalty: 3787.110840
	Iteration 49Q: 3 clusters Score -281200.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -281206.718750 Penalty: 3787.110840
	Iteration 50Q: 3 clusters Score -281206.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -281210.625000 Penalty: 3787.110840
	Iteration 51Q: 3 clusters Score -281210.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -281212.437500 Penalty: 3787.110840
	Iteration 52Q: 3 clusters Score -281212.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -281213.062500 Penalty: 3787.110840
	Iteration 53Q: 3 clusters Score -281213.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -281213.968750 Penalty: 3787.110840
	Iteration 54Q: 3 clusters Score -281214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -281214.937500 Penalty: 3787.110840
	Iteration 55Q: 3 clusters Score -281214.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -281215.343750 Penalty: 3787.110840
	Iteration 56Q: 3 clusters Score -281215.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -281216.062500 Penalty: 3787.110840
	Iteration 57Q: 3 clusters Score -281216.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -281216.625000 Penalty: 3787.110840
	Iteration 58Q: 3 clusters Score -281216.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -281218.343750 Penalty: 3787.110840
	Iteration 59Q: 3 clusters Score -281218.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -281219.531250 Penalty: 3787.110840
	Iteration 60F: 3 clusters Score -281219.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -281221.093750 Penalty: 3787.110840
	Iteration 61Q: 3 clusters Score -281221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -281222.218750 Penalty: 3787.110840
	Iteration 62Q: 3 clusters Score -281222.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -281222.687500 Penalty: 3787.110840
	Iteration 63Q: 3 clusters Score -281222.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -281222.687500 Penalty: 3787.110840
	Iteration 64F: 3 clusters Score -281222.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Entering Unmasked Estep 
Score: -1752101.250000 Penalty: 2354.422119
	Iteration 0F: 2 clusters Score -1752101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1742300.625000 Penalty: 4708.844238
	Iteration 0F: 3 clusters Score -1742301 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1745526.750000 Penalty: 4708.844238
	Iteration 1F: 3 clusters Score -1745527 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1746287.375000 Penalty: 4708.844238
	Iteration 2F: 3 clusters Score -1746287 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1747244.125000 Penalty: 4708.844238
	Iteration 3F: 3 clusters Score -1747244 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1748386.375000 Penalty: 4708.844238
	Iteration 4F: 3 clusters Score -1748386 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1749405.375000 Penalty: 4708.844238
	Iteration 5F: 3 clusters Score -1749405 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1750138.750000 Penalty: 4708.844238
	Iteration 6F: 3 clusters Score -1750139 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1750514.875000 Penalty: 4708.844238
	Iteration 7Q: 3 clusters Score -1750515 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1750702.000000 Penalty: 4708.844238
	Iteration 8Q: 3 clusters Score -1750702 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1750797.250000 Penalty: 4708.844238
	Iteration 9Q: 3 clusters Score -1750797 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1750845.375000 Penalty: 4708.844238
	Iteration 10Q: 3 clusters Score -1750845 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1750891.500000 Penalty: 4708.844238
	Iteration 11Q: 3 clusters Score -1750892 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1750931.625000 Penalty: 4708.844238
	Iteration 12Q: 3 clusters Score -1750932 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1750952.250000 Penalty: 4708.844238
	Iteration 13Q: 3 clusters Score -1750952 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1750971.125000 Penalty: 4708.844238
	Iteration 14Q: 3 clusters Score -1750971 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1750989.500000 Penalty: 4708.844238
	Iteration 15Q: 3 clusters Score -1750990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1751002.125000 Penalty: 4708.844238
	Iteration 16Q: 3 clusters Score -1751002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1751022.125000 Penalty: 4708.844238
	Iteration 17Q: 3 clusters Score -1751022 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1751047.250000 Penalty: 4708.844238
	Iteration 18Q: 3 clusters Score -1751047 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1751064.875000 Penalty: 4708.844238
	Iteration 19Q: 3 clusters Score -1751065 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1751071.500000 Penalty: 4708.844238
	Iteration 20F: 3 clusters Score -1751072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1751083.375000 Penalty: 4708.844238
	Iteration 21Q: 3 clusters Score -1751083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1751087.000000 Penalty: 4708.844238
	Iteration 22Q: 3 clusters Score -1751087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1751091.375000 Penalty: 4708.844238
	Iteration 23Q: 3 clusters Score -1751091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1751100.875000 Penalty: 4708.844238
	Iteration 24Q: 3 clusters Score -1751101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1751111.500000 Penalty: 4708.844238
	Iteration 25Q: 3 clusters Score -1751112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1751116.875000 Penalty: 4708.844238
	Iteration 26Q: 3 clusters Score -1751117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1751121.625000 Penalty: 4708.844238
	Iteration 27Q: 3 clusters Score -1751122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1751118.875000 Penalty: 4708.844238
	Iteration 28Q: 3 clusters Score -1751119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1751123.000000 Penalty: 4708.844238
	Iteration 29Q: 3 clusters Score -1751123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1751127.125000 Penalty: 4708.844238
	Iteration 30Q: 3 clusters Score -1751127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1751130.250000 Penalty: 4708.844238
	Iteration 31Q: 3 clusters Score -1751130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1751130.625000 Penalty: 4708.844238
	Iteration 32Q: 3 clusters Score -1751131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1751131.625000 Penalty: 4708.844238
	Iteration 33Q: 3 clusters Score -1751132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1751129.250000 Penalty: 4708.844238
	Iteration 34Q: 3 clusters Score -1751129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1751128.000000 Penalty: 4708.844238
	Iteration 35Q: 3 clusters Score -1751128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1751135.625000 Penalty: 4708.844238
	Iteration 36Q: 3 clusters Score -1751136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1751132.625000 Penalty: 4708.844238
	Iteration 37Q: 3 clusters Score -1751133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1751131.750000 Penalty: 4708.844238
	Iteration 38Q: 3 clusters Score -1751132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1751135.625000 Penalty: 4708.844238
	Iteration 39Q: 3 clusters Score -1751136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1751135.625000 Penalty: 4708.844238
	Iteration 40F: 3 clusters Score -1751136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Entering Unmasked Estep 
Score: -525108.500000 Penalty: 2067.008545
	Iteration 0F: 2 clusters Score -525108.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -521188.500000 Penalty: 4134.017090
	Iteration 0F: 3 clusters Score -521188.5 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -522165.531250 Penalty: 4134.017090
	Iteration 1F: 3 clusters Score -522165.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -522427.531250 Penalty: 4134.017090
	Iteration 2F: 3 clusters Score -522427.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -522590.750000 Penalty: 4134.017090
	Iteration 3F: 3 clusters Score -522590.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -522725.312500 Penalty: 4134.017090
	Iteration 4Q: 3 clusters Score -522725.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -522844.812500 Penalty: 4134.017090
	Iteration 5Q: 3 clusters Score -522844.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -522964.093750 Penalty: 4134.017090
	Iteration 6Q: 3 clusters Score -522964.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -523089.281250 Penalty: 4134.017090
	Iteration 7Q: 3 clusters Score -523089.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -523229.812500 Penalty: 4134.017090
	Iteration 8Q: 3 clusters Score -523229.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -523355.875000 Penalty: 4134.017090
	Iteration 9Q: 3 clusters Score -523355.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -523501.375000 Penalty: 4134.017090
	Iteration 10Q: 3 clusters Score -523501.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -523620.781250 Penalty: 4134.017090
	Iteration 11Q: 3 clusters Score -523620.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -523696.187500 Penalty: 4134.017090
	Iteration 12Q: 3 clusters Score -523696.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -523749.250000 Penalty: 4134.017090
	Iteration 13Q: 3 clusters Score -523749.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -523792.406250 Penalty: 4134.017090
	Iteration 14Q: 3 clusters Score -523792.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -523821.218750 Penalty: 4134.017090
	Iteration 15Q: 3 clusters Score -523821.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -523838.406250 Penalty: 4134.017090
	Iteration 16Q: 3 clusters Score -523838.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -523851.687500 Penalty: 4134.017090
	Iteration 17Q: 3 clusters Score -523851.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -523863.750000 Penalty: 4134.017090
	Iteration 18Q: 3 clusters Score -523863.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -523873.156250 Penalty: 4134.017090
	Iteration 19Q: 3 clusters Score -523873.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -523881.281250 Penalty: 4134.017090
	Iteration 20F: 3 clusters Score -523881.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -523889.250000 Penalty: 4134.017090
	Iteration 21Q: 3 clusters Score -523889.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -523893.968750 Penalty: 4134.017090
	Iteration 22Q: 3 clusters Score -523894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -523899.781250 Penalty: 4134.017090
	Iteration 23Q: 3 clusters Score -523899.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -523906.687500 Penalty: 4134.017090
	Iteration 24Q: 3 clusters Score -523906.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -523909.750000 Penalty: 4134.017090
	Iteration 25Q: 3 clusters Score -523909.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -523912.281250 Penalty: 4134.017090
	Iteration 26Q: 3 clusters Score -523912.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -523912.312500 Penalty: 4134.017090
	Iteration 27Q: 3 clusters Score -523912.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -523913.312500 Penalty: 4134.017090
	Iteration 28Q: 3 clusters Score -523913.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -523914.593750 Penalty: 4134.017090
	Iteration 29Q: 3 clusters Score -523914.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -523916.000000 Penalty: 4134.017090
	Iteration 30Q: 3 clusters Score -523916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -523917.593750 Penalty: 4134.017090
	Iteration 31Q: 3 clusters Score -523917.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -523917.593750 Penalty: 4134.017090
	Iteration 32F: 3 clusters Score -523917.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Entering Unmasked Estep 
Score: -1667188.250000 Penalty: 2342.285889
	Iteration 0F: 2 clusters Score -1667188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1657851.125000 Penalty: 4684.571777
	Iteration 0F: 3 clusters Score -1657851 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1660828.125000 Penalty: 4684.571777
	Iteration 1F: 3 clusters Score -1660828 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1661198.875000 Penalty: 4684.571777
	Iteration 2F: 3 clusters Score -1661199 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1661516.625000 Penalty: 4684.571777
	Iteration 3F: 3 clusters Score -1661517 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1661794.250000 Penalty: 4684.571777
	Iteration 4Q: 3 clusters Score -1661794 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1662042.625000 Penalty: 4684.571777
	Iteration 5Q: 3 clusters Score -1662043 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1662337.000000 Penalty: 4684.571777
	Iteration 6Q: 3 clusters Score -1662337 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1662667.875000 Penalty: 4684.571777
	Iteration 7Q: 3 clusters Score -1662668 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1663029.250000 Penalty: 4684.571777
	Iteration 8Q: 3 clusters Score -1663029 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1663347.750000 Penalty: 4684.571777
	Iteration 9Q: 3 clusters Score -1663348 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1663639.625000 Penalty: 4684.571777
	Iteration 10Q: 3 clusters Score -1663640 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1663919.875000 Penalty: 4684.571777
	Iteration 11Q: 3 clusters Score -1663920 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1664158.125000 Penalty: 4684.571777
	Iteration 12Q: 3 clusters Score -1664158 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1664356.875000 Penalty: 4684.571777
	Iteration 13Q: 3 clusters Score -1664357 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1664493.125000 Penalty: 4684.571777
	Iteration 14Q: 3 clusters Score -1664493 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1664604.125000 Penalty: 4684.571777
	Iteration 15Q: 3 clusters Score -1664604 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1664702.375000 Penalty: 4684.571777
	Iteration 16Q: 3 clusters Score -1664702 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1664780.000000 Penalty: 4684.571777
	Iteration 17Q: 3 clusters Score -1664780 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1664854.375000 Penalty: 4684.571777
	Iteration 18Q: 3 clusters Score -1664854 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1664927.250000 Penalty: 4684.571777
	Iteration 19Q: 3 clusters Score -1664927 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1664996.625000 Penalty: 4684.571777
	Iteration 20F: 3 clusters Score -1664997 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1665050.875000 Penalty: 4684.571777
	Iteration 21Q: 3 clusters Score -1665051 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1665085.125000 Penalty: 4684.571777
	Iteration 22Q: 3 clusters Score -1665085 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1665129.625000 Penalty: 4684.571777
	Iteration 23Q: 3 clusters Score -1665130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1665160.000000 Penalty: 4684.571777
	Iteration 24Q: 3 clusters Score -1665160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1665178.875000 Penalty: 4684.571777
	Iteration 25Q: 3 clusters Score -1665179 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1665194.750000 Penalty: 4684.571777
	Iteration 26Q: 3 clusters Score -1665195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1665202.750000 Penalty: 4684.571777
	Iteration 27Q: 3 clusters Score -1665203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1665214.125000 Penalty: 4684.571777
	Iteration 28Q: 3 clusters Score -1665214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1665222.375000 Penalty: 4684.571777
	Iteration 29Q: 3 clusters Score -1665222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1665230.000000 Penalty: 4684.571777
	Iteration 30Q: 3 clusters Score -1665230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1665235.000000 Penalty: 4684.571777
	Iteration 31Q: 3 clusters Score -1665235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1665243.875000 Penalty: 4684.571777
	Iteration 32Q: 3 clusters Score -1665244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1665248.625000 Penalty: 4684.571777
	Iteration 33Q: 3 clusters Score -1665249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1665256.125000 Penalty: 4684.571777
	Iteration 34Q: 3 clusters Score -1665256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1665266.750000 Penalty: 4684.571777
	Iteration 35Q: 3 clusters Score -1665267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1665270.125000 Penalty: 4684.571777
	Iteration 36Q: 3 clusters Score -1665270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1665272.375000 Penalty: 4684.571777
	Iteration 37Q: 3 clusters Score -1665272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1665276.375000 Penalty: 4684.571777
	Iteration 38Q: 3 clusters Score -1665276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1665279.750000 Penalty: 4684.571777
	Iteration 39Q: 3 clusters Score -1665280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1665281.375000 Penalty: 4684.571777
	Iteration 40F: 3 clusters Score -1665281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1665282.000000 Penalty: 4684.571777
	Iteration 41Q: 3 clusters Score -1665282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1665287.375000 Penalty: 4684.571777
	Iteration 42Q: 3 clusters Score -1665287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1665291.875000 Penalty: 4684.571777
	Iteration 43Q: 3 clusters Score -1665292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1665296.500000 Penalty: 4684.571777
	Iteration 44Q: 3 clusters Score -1665296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1665297.875000 Penalty: 4684.571777
	Iteration 45Q: 3 clusters Score -1665298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1665299.000000 Penalty: 4684.571777
	Iteration 46Q: 3 clusters Score -1665299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1665296.125000 Penalty: 4684.571777
	Iteration 47Q: 3 clusters Score -1665296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1665299.500000 Penalty: 4684.571777
	Iteration 48Q: 3 clusters Score -1665300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1665302.375000 Penalty: 4684.571777
	Iteration 49Q: 3 clusters Score -1665302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1665304.375000 Penalty: 4684.571777
	Iteration 50Q: 3 clusters Score -1665304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1665304.375000 Penalty: 4684.571777
	Iteration 51F: 3 clusters Score -1665304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Entering Unmasked Estep 
Score: -495812.843750 Penalty: 2040.984741
	Iteration 0F: 2 clusters Score -495812.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -492130.843750 Penalty: 4081.969482
	Iteration 0F: 3 clusters Score -492130.8 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -493020.875000 Penalty: 4081.969482
	Iteration 1F: 3 clusters Score -493020.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -493208.875000 Penalty: 4081.969482
	Iteration 2F: 3 clusters Score -493208.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -493321.312500 Penalty: 4081.969482
	Iteration 3Q: 3 clusters Score -493321.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -493408.437500 Penalty: 4081.969482
	Iteration 4Q: 3 clusters Score -493408.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -493469.406250 Penalty: 4081.969482
	Iteration 5Q: 3 clusters Score -493469.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -493508.218750 Penalty: 4081.969482
	Iteration 6Q: 3 clusters Score -493508.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -493551.750000 Penalty: 4081.969482
	Iteration 7Q: 3 clusters Score -493551.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -493584.312500 Penalty: 4081.969482
	Iteration 8Q: 3 clusters Score -493584.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -493620.375000 Penalty: 4081.969482
	Iteration 9Q: 3 clusters Score -493620.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -493648.937500 Penalty: 4081.969482
	Iteration 10Q: 3 clusters Score -493648.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -493676.093750 Penalty: 4081.969482
	Iteration 11Q: 3 clusters Score -493676.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -493701.906250 Penalty: 4081.969482
	Iteration 12Q: 3 clusters Score -493701.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -493729.687500 Penalty: 4081.969482
	Iteration 13Q: 3 clusters Score -493729.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -493762.906250 Penalty: 4081.969482
	Iteration 14Q: 3 clusters Score -493762.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -493798.468750 Penalty: 4081.969482
	Iteration 15Q: 3 clusters Score -493798.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -493832.437500 Penalty: 4081.969482
	Iteration 16Q: 3 clusters Score -493832.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -493872.656250 Penalty: 4081.969482
	Iteration 17Q: 3 clusters Score -493872.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -493912.562500 Penalty: 4081.969482
	Iteration 18Q: 3 clusters Score -493912.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -493953.593750 Penalty: 4081.969482
	Iteration 19Q: 3 clusters Score -493953.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -493998.312500 Penalty: 4081.969482
	Iteration 20F: 3 clusters Score -493998.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -494040.468750 Penalty: 4081.969482
	Iteration 21Q: 3 clusters Score -494040.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -494067.250000 Penalty: 4081.969482
	Iteration 22Q: 3 clusters Score -494067.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -494083.750000 Penalty: 4081.969482
	Iteration 23Q: 3 clusters Score -494083.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -494093.687500 Penalty: 4081.969482
	Iteration 24Q: 3 clusters Score -494093.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -494100.031250 Penalty: 4081.969482
	Iteration 25Q: 3 clusters Score -494100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -494108.031250 Penalty: 4081.969482
	Iteration 26Q: 3 clusters Score -494108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -494115.406250 Penalty: 4081.969482
	Iteration 27Q: 3 clusters Score -494115.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -494126.625000 Penalty: 4081.969482
	Iteration 28Q: 3 clusters Score -494126.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -494133.906250 Penalty: 4081.969482
	Iteration 29Q: 3 clusters Score -494133.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -494140.531250 Penalty: 4081.969482
	Iteration 30Q: 3 clusters Score -494140.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -494146.781250 Penalty: 4081.969482
	Iteration 31Q: 3 clusters Score -494146.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -494150.062500 Penalty: 4081.969482
	Iteration 32Q: 3 clusters Score -494150.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -494154.843750 Penalty: 4081.969482
	Iteration 33Q: 3 clusters Score -494154.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -494159.031250 Penalty: 4081.969482
	Iteration 34Q: 3 clusters Score -494159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -494166.031250 Penalty: 4081.969482
	Iteration 35Q: 3 clusters Score -494166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -494170.218750 Penalty: 4081.969482
	Iteration 36Q: 3 clusters Score -494170.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -494174.343750 Penalty: 4081.969482
	Iteration 37Q: 3 clusters Score -494174.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -494176.312500 Penalty: 4081.969482
	Iteration 38Q: 3 clusters Score -494176.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -494177.125000 Penalty: 4081.969482
	Iteration 39Q: 3 clusters Score -494177.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -494177.125000 Penalty: 4081.969482
	Iteration 40F: 3 clusters Score -494177.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Entering Unmasked Estep 
Score: -472539.312500 Penalty: 2041.381226
	Iteration 0F: 2 clusters Score -472539.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -468785.593750 Penalty: 4082.762451
	Iteration 0F: 3 clusters Score -468785.6 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -469669.562500 Penalty: 4082.762451
	Iteration 1F: 3 clusters Score -469669.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -469904.812500 Penalty: 4082.762451
	Iteration 2F: 3 clusters Score -469904.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -470103.625000 Penalty: 4082.762451
	Iteration 3F: 3 clusters Score -470103.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -470317.625000 Penalty: 4082.762451
	Iteration 4Q: 3 clusters Score -470317.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -470554.781250 Penalty: 4082.762451
	Iteration 5F: 3 clusters Score -470554.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -470816.750000 Penalty: 4082.762451
	Iteration 6F: 3 clusters Score -470816.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -471033.812500 Penalty: 4082.762451
	Iteration 7Q: 3 clusters Score -471033.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -471225.218750 Penalty: 4082.762451
	Iteration 8Q: 3 clusters Score -471225.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -471360.375000 Penalty: 4082.762451
	Iteration 9Q: 3 clusters Score -471360.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -471469.000000 Penalty: 4082.762451
	Iteration 10Q: 3 clusters Score -471469 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -471546.093750 Penalty: 4082.762451
	Iteration 11Q: 3 clusters Score -471546.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -471603.062500 Penalty: 4082.762451
	Iteration 12Q: 3 clusters Score -471603.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -471646.531250 Penalty: 4082.762451
	Iteration 13Q: 3 clusters Score -471646.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -471675.250000 Penalty: 4082.762451
	Iteration 14Q: 3 clusters Score -471675.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -471700.375000 Penalty: 4082.762451
	Iteration 15Q: 3 clusters Score -471700.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -471725.281250 Penalty: 4082.762451
	Iteration 16Q: 3 clusters Score -471725.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -471753.656250 Penalty: 4082.762451
	Iteration 17Q: 3 clusters Score -471753.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -471774.218750 Penalty: 4082.762451
	Iteration 18Q: 3 clusters Score -471774.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -471787.187500 Penalty: 4082.762451
	Iteration 19Q: 3 clusters Score -471787.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -471804.250000 Penalty: 4082.762451
	Iteration 20F: 3 clusters Score -471804.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -471817.468750 Penalty: 4082.762451
	Iteration 21Q: 3 clusters Score -471817.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -471827.875000 Penalty: 4082.762451
	Iteration 22Q: 3 clusters Score -471827.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -471836.218750 Penalty: 4082.762451
	Iteration 23Q: 3 clusters Score -471836.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -471846.187500 Penalty: 4082.762451
	Iteration 24Q: 3 clusters Score -471846.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -471860.968750 Penalty: 4082.762451
	Iteration 25Q: 3 clusters Score -471861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -471869.187500 Penalty: 4082.762451
	Iteration 26Q: 3 clusters Score -471869.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -471875.312500 Penalty: 4082.762451
	Iteration 27Q: 3 clusters Score -471875.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -471882.531250 Penalty: 4082.762451
	Iteration 28Q: 3 clusters Score -471882.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -471889.000000 Penalty: 4082.762451
	Iteration 29Q: 3 clusters Score -471889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -471897.281250 Penalty: 4082.762451
	Iteration 30Q: 3 clusters Score -471897.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -471904.750000 Penalty: 4082.762451
	Iteration 31Q: 3 clusters Score -471904.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -471915.656250 Penalty: 4082.762451
	Iteration 32Q: 3 clusters Score -471915.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -471926.500000 Penalty: 4082.762451
	Iteration 33Q: 3 clusters Score -471926.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -471942.281250 Penalty: 4082.762451
	Iteration 34Q: 3 clusters Score -471942.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -471961.031250 Penalty: 4082.762451
	Iteration 35Q: 3 clusters Score -471961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -471975.562500 Penalty: 4082.762451
	Iteration 36Q: 3 clusters Score -471975.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -471985.562500 Penalty: 4082.762451
	Iteration 37Q: 3 clusters Score -471985.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -471987.500000 Penalty: 4082.762451
	Iteration 38Q: 3 clusters Score -471987.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -471988.156250 Penalty: 4082.762451
	Iteration 39Q: 3 clusters Score -471988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -471987.593750 Penalty: 4082.762451
	Iteration 40F: 3 clusters Score -471987.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -471989.093750 Penalty: 4082.762451
	Iteration 41Q: 3 clusters Score -471989.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -471992.375000 Penalty: 4082.762451
	Iteration 42Q: 3 clusters Score -471992.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -471993.218750 Penalty: 4082.762451
	Iteration 43Q: 3 clusters Score -471993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -471993.625000 Penalty: 4082.762451
	Iteration 44Q: 3 clusters Score -471993.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -471993.625000 Penalty: 4082.762451
	Iteration 45F: 3 clusters Score -471993.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -171138.078125 Penalty: 1800.783813
	Iteration 0F: 2 clusters Score -171138.1 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 761 members 
Entering Unmasked Estep 
Score: -169005.812500 Penalty: 3601.567627
	Iteration 0F: 3 clusters Score -169005.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -169542.750000 Penalty: 3601.567627
	Iteration 1F: 3 clusters Score -169542.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -170039.734375 Penalty: 3601.567627
	Iteration 2F: 3 clusters Score -170039.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -170690.109375 Penalty: 3601.567627
	Iteration 3F: 3 clusters Score -170690.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -171275.562500 Penalty: 3601.567627
	Iteration 4F: 3 clusters Score -171275.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -171827.531250 Penalty: 3601.567627
	Iteration 5F: 3 clusters Score -171827.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -172198.093750 Penalty: 3601.567627
	Iteration 6Q: 3 clusters Score -172198.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -172295.406250 Penalty: 3601.567627
	Iteration 7Q: 3 clusters Score -172295.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -172370.875000 Penalty: 3601.567627
	Iteration 8Q: 3 clusters Score -172370.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -172385.046875 Penalty: 3601.567627
	Iteration 9Q: 3 clusters Score -172385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -172390.218750 Penalty: 3601.567627
	Iteration 10Q: 3 clusters Score -172390.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -172395.812500 Penalty: 3601.567627
	Iteration 11Q: 3 clusters Score -172395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -172396.812500 Penalty: 3601.567627
	Iteration 12Q: 3 clusters Score -172396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -172398.000000 Penalty: 3601.567627
	Iteration 13Q: 3 clusters Score -172398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -172401.718750 Penalty: 3601.567627
	Iteration 14Q: 3 clusters Score -172401.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -172401.718750 Penalty: 3601.567627
	Iteration 15F: 3 clusters Score -172401.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154993 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166560 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20600 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88625 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20624 members 
Mstep: Class 23 contains 64738 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 4259 members 
Mstep: Class 33 contains 735 members 
Entering Unmasked Estep 
Score: -100910888.000000 Penalty: 110858.882812
Splitting cluster 30 changes total score from -100911520.000000 to -100910888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (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: -58159.054688 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -58159.05 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 265 members 
Entering Unmasked Estep 
Score: -56655.210938 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -56655.21 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56912.296875 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -56912.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57045.453125 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -57045.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57199.109375 Penalty: 3093.239258
	Iteration 3F: 3 clusters Score -57199.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -57418.046875 Penalty: 3093.239258
	Iteration 4F: 3 clusters Score -57418.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -57650.445312 Penalty: 3093.239258
	Iteration 5F: 3 clusters Score -57650.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -57762.375000 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -57762.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -57802.984375 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -57802.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -57821.300781 Penalty: 3093.239258
	Iteration 8Q: 3 clusters Score -57821.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -57831.101562 Penalty: 3093.239258
	Iteration 9Q: 3 clusters Score -57831.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -57850.664062 Penalty: 3093.239258
	Iteration 10Q: 3 clusters Score -57850.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57898.183594 Penalty: 3093.239258
	Iteration 11Q: 3 clusters Score -57898.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -57947.269531 Penalty: 3093.239258
	Iteration 12Q: 3 clusters Score -57947.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -58029.355469 Penalty: 3093.239258
	Iteration 13Q: 3 clusters Score -58029.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58153.507812 Penalty: 3093.239258
	Iteration 14Q: 3 clusters Score -58153.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58294.964844 Penalty: 3093.239258
	Iteration 15Q: 3 clusters Score -58294.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58294.964844 Penalty: 3093.239258
	Iteration 16F: 3 clusters Score -58294.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 154993 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 19263 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 17809 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 166560 members 
Mstep: Class 8 contains 26070 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 20600 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 24362 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 88625 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 20624 members 
Mstep: Class 23 contains 64738 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 12641 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 305 members 
Mstep: Class 32 contains 4259 members 
Mstep: Class 33 contains 206 members 
Entering Unmasked Estep 
Score: -100909768.000000 Penalty: 110858.882812
Splitting cluster 31 changes total score from -100911520.000000 to -100909768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (4259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Entering Unmasked Estep 
Score: -567850.625000 Penalty: 2072.483887
	Iteration 0F: 2 clusters Score -567850.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -563815.625000 Penalty: 4144.967773
	Iteration 0F: 3 clusters Score -563815.6 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -564809.750000 Penalty: 4144.967773
	Iteration 1F: 3 clusters Score -564809.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -565039.312500 Penalty: 4144.967773
	Iteration 2F: 3 clusters Score -565039.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -565159.312500 Penalty: 4144.967773
	Iteration 3Q: 3 clusters Score -565159.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -565245.875000 Penalty: 4144.967773
	Iteration 4Q: 3 clusters Score -565245.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -565311.812500 Penalty: 4144.967773
	Iteration 5Q: 3 clusters Score -565311.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -565356.562500 Penalty: 4144.967773
	Iteration 6Q: 3 clusters Score -565356.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -565402.937500 Penalty: 4144.967773
	Iteration 7Q: 3 clusters Score -565402.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -565446.375000 Penalty: 4144.967773
	Iteration 8Q: 3 clusters Score -565446.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -565495.625000 Penalty: 4144.967773
	Iteration 9Q: 3 clusters Score -565495.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -565549.875000 Penalty: 4144.967773
	Iteration 10Q: 3 clusters Score -565549.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -565621.062500 Penalty: 4144.967773
	Iteration 11Q: 3 clusters Score -565621.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -565700.125000 Penalty: 4144.967773
	Iteration 12Q: 3 clusters Score -565700.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -565759.750000 Penalty: 4144.967773
	Iteration 13Q: 3 clusters Score -565759.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -565809.500000 Penalty: 4144.967773
	Iteration 14Q: 3 clusters Score -565809.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -565855.375000 Penalty: 4144.967773
	Iteration 15Q: 3 clusters Score -565855.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -565884.500000 Penalty: 4144.967773
	Iteration 16Q: 3 clusters Score -565884.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -565906.500000 Penalty: 4144.967773
	Iteration 17Q: 3 clusters Score -565906.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -565923.937500 Penalty: 4144.967773
	Iteration 18Q: 3 clusters Score -565923.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -565939.562500 Penalty: 4144.967773
	Iteration 19Q: 3 clusters Score -565939.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -565960.875000 Penalty: 4144.967773
	Iteration 20F: 3 clusters Score -565960.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -565985.062500 Penalty: 4144.967773
	Iteration 21Q: 3 clusters Score -565985.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -566002.250000 Penalty: 4144.967773
	Iteration 22Q: 3 clusters Score -566002.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -566012.625000 Penalty: 4144.967773
	Iteration 23Q: 3 clusters Score -566012.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -566020.125000 Penalty: 4144.967773
	Iteration 24Q: 3 clusters Score -566020.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -566025.750000 Penalty: 4144.967773
	Iteration 25Q: 3 clusters Score -566025.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -566031.687500 Penalty: 4144.967773
	Iteration 26Q: 3 clusters Score -566031.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -566035.437500 Penalty: 4144.967773
	Iteration 27Q: 3 clusters Score -566035.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -566040.750000 Penalty: 4144.967773
	Iteration 28Q: 3 clusters Score -566040.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -566043.875000 Penalty: 4144.967773
	Iteration 29Q: 3 clusters Score -566043.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -566051.312500 Penalty: 4144.967773
	Iteration 30Q: 3 clusters Score -566051.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -566057.687500 Penalty: 4144.967773
	Iteration 31Q: 3 clusters Score -566057.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -566062.312500 Penalty: 4144.967773
	Iteration 32Q: 3 clusters Score -566062.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -566067.375000 Penalty: 4144.967773
	Iteration 33Q: 3 clusters Score -566067.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -566073.000000 Penalty: 4144.967773
	Iteration 34Q: 3 clusters Score -566073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -566076.875000 Penalty: 4144.967773
	Iteration 35Q: 3 clusters Score -566076.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -566080.062500 Penalty: 4144.967773
	Iteration 36Q: 3 clusters Score -566080.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -566086.750000 Penalty: 4144.967773
	Iteration 37Q: 3 clusters Score -566086.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -566091.375000 Penalty: 4144.967773
	Iteration 38Q: 3 clusters Score -566091.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -566095.625000 Penalty: 4144.967773
	Iteration 39Q: 3 clusters Score -566095.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -566099.187500 Penalty: 4144.967773
	Iteration 40F: 3 clusters Score -566099.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -566103.562500 Penalty: 4144.967773
	Iteration 41Q: 3 clusters Score -566103.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -566108.062500 Penalty: 4144.967773
	Iteration 42Q: 3 clusters Score -566108.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -566110.375000 Penalty: 4144.967773
	Iteration 43Q: 3 clusters Score -566110.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -566112.437500 Penalty: 4144.967773
	Iteration 44Q: 3 clusters Score -566112.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -566112.937500 Penalty: 4144.967773
	Iteration 45Q: 3 clusters Score -566112.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -566112.750000 Penalty: 4144.967773
	Iteration 46Q: 3 clusters Score -566112.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -566112.750000 Penalty: 4144.967773
	Iteration 47F: 3 clusters Score -566112.8 nChanged 0
--- Evaluating fit on full set of 2290818 points ---
Entering Unmasked Estep 
Score: -301779616.000000 Penalty: 116218.117188
20->33 Clusters: Score -301779616.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 763606 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 37892 members 
Mstep: Class 3 contains 38405 members 
Mstep: Class 4 contains 38306 members 
Mstep: Class 5 contains 38377 members 
Mstep: Class 6 contains 38241 members 
Mstep: Class 7 contains 38055 members 
Mstep: Class 8 contains 37982 members 
Mstep: Class 9 contains 37783 members 
Mstep: Class 10 contains 38537 members 
Mstep: Class 11 contains 38101 members 
Mstep: Class 12 contains 38062 members 
Mstep: Class 13 contains 38186 members 
Mstep: Class 14 contains 38061 members 
Mstep: Class 15 contains 37730 members 
Mstep: Class 16 contains 38407 members 
Mstep: Class 17 contains 38017 members 
Mstep: Class 18 contains 38653 members 
Mstep: Class 19 contains 38032 members 
Mstep: Class 20 contains 38199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 528.978210 but Gain 3359.359375
Score: -95549208.000000 Penalty: 63827.843750
Iteration 0F: 20 clusters Score -9.554921e+07 nChanged 722872
Entering Unmasked Mstep 
Mstep: Class 0 contains 2172 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 21894 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 6 contains 97204 members 
Mstep: Class 7 contains 37267 members 
Mstep: Class 8 contains 34067 members 
Mstep: Class 9 contains 34818 members 
Mstep: Class 10 contains 19946 members 
Mstep: Class 11 contains 60728 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 22490 members 
Mstep: Class 14 contains 43181 members 
Mstep: Class 15 contains 14901 members 
Mstep: Class 16 contains 70387 members 
Mstep: Class 17 contains 10031 members 
Mstep: Class 18 contains 34511 members 
Mstep: Class 19 contains 107780 members 
Mstep: Class 20 contains 19576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98471528.000000 Penalty: 63827.843750
Iteration 1F: 20 clusters Score -9.847153e+07 nChanged 351009
Entering Unmasked Mstep 
Mstep: Class 0 contains 1756 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 17003 members 
Mstep: Class 3 contains 38338 members 
Mstep: Class 4 contains 17877 members 
Mstep: Class 6 contains 86596 members 
Mstep: Class 7 contains 36255 members 
Mstep: Class 8 contains 35210 members 
Mstep: Class 9 contains 28294 members 
Mstep: Class 10 contains 11081 members 
Mstep: Class 11 contains 66810 members 
Mstep: Class 12 contains 2957 members 
Mstep: Class 13 contains 20851 members 
Mstep: Class 14 contains 25294 members 
Mstep: Class 15 contains 10771 members 
Mstep: Class 16 contains 105138 members 
Mstep: Class 17 contains 11284 members 
Mstep: Class 18 contains 29675 members 
Mstep: Class 19 contains 178005 members 
Mstep: Class 20 contains 13420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99515424.000000 Penalty: 63827.843750
Iteration 2F: 20 clusters Score -9.951542e+07 nChanged 218083
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 17676 members 
Mstep: Class 3 contains 29086 members 
Mstep: Class 4 contains 13508 members 
Mstep: Class 6 contains 79791 members 
Mstep: Class 7 contains 34250 members 
Mstep: Class 8 contains 42340 members 
Mstep: Class 9 contains 22188 members 
Mstep: Class 10 contains 6749 members 
Mstep: Class 11 contains 75210 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 29022 members 
Mstep: Class 14 contains 22992 members 
Mstep: Class 15 contains 5701 members 
Mstep: Class 16 contains 108438 members 
Mstep: Class 17 contains 15322 members 
Mstep: Class 18 contains 32431 members 
Mstep: Class 19 contains 203473 members 
Mstep: Class 20 contains 9318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99971616.000000 Penalty: 63827.843750
Iteration 3F: 20 clusters Score -9.997162e+07 nChanged 157597
Entering Unmasked Mstep 
Mstep: Class 0 contains 281 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 16081 members 
Mstep: Class 3 contains 23559 members 
Mstep: Class 4 contains 13360 members 
Mstep: Class 6 contains 71235 members 
Mstep: Class 7 contains 32795 members 
Mstep: Class 8 contains 43226 members 
Mstep: Class 9 contains 16701 members 
Mstep: Class 10 contains 5480 members 
Mstep: Class 11 contains 93031 members 
Mstep: Class 12 contains 2807 members 
Mstep: Class 13 contains 40823 members 
Mstep: Class 14 contains 26045 members 
Mstep: Class 15 contains 2877 members 
Mstep: Class 16 contains 104659 members 
Mstep: Class 17 contains 17525 members 
Mstep: Class 18 contains 31662 members 
Mstep: Class 19 contains 206372 members 
Mstep: Class 20 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100229736.000000 Penalty: 63827.843750
Iteration 4F: 20 clusters Score -1.002297e+08 nChanged 118783
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 14099 members 
Mstep: Class 3 contains 21832 members 
Mstep: Class 4 contains 14490 members 
Mstep: Class 6 contains 60558 members 
Mstep: Class 7 contains 35448 members 
Mstep: Class 8 contains 40856 members 
Mstep: Class 9 contains 12749 members 
Mstep: Class 10 contains 4711 members 
Mstep: Class 11 contains 110525 members 
Mstep: Class 12 contains 2876 members 
Mstep: Class 13 contains 49030 members 
Mstep: Class 14 contains 29510 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 16 contains 101523 members 
Mstep: Class 17 contains 18318 members 
Mstep: Class 18 contains 27820 members 
Mstep: Class 19 contains 200995 members 
Mstep: Class 20 contains 7095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100393592.000000 Penalty: 63827.843750
Iteration 5F: 20 clusters Score -1.003936e+08 nChanged 90103
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 23269 members 
Mstep: Class 4 contains 15093 members 
Mstep: Class 6 contains 53351 members 
Mstep: Class 7 contains 41616 members 
Mstep: Class 8 contains 37659 members 
Mstep: Class 9 contains 11644 members 
Mstep: Class 10 contains 4091 members 
Mstep: Class 11 contains 125985 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 47579 members 
Mstep: Class 14 contains 32386 members 
Mstep: Class 15 contains 1845 members 
Mstep: Class 16 contains 95515 members 
Mstep: Class 17 contains 18268 members 
Mstep: Class 18 contains 24857 members 
Mstep: Class 19 contains 197304 members 
Mstep: Class 20 contains 6806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100507496.000000 Penalty: 63827.843750
Iteration 6F: 20 clusters Score -1.005075e+08 nChanged 68942
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 13626 members 
Mstep: Class 3 contains 25481 members 
Mstep: Class 4 contains 15494 members 
Mstep: Class 6 contains 50969 members 
Mstep: Class 7 contains 50515 members 
Mstep: Class 8 contains 34892 members 
Mstep: Class 9 contains 11188 members 
Mstep: Class 10 contains 3456 members 
Mstep: Class 11 contains 137659 members 
Mstep: Class 12 contains 2966 members 
Mstep: Class 13 contains 43215 members 
Mstep: Class 14 contains 34321 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 87744 members 
Mstep: Class 17 contains 17737 members 
Mstep: Class 18 contains 23462 members 
Mstep: Class 19 contains 192969 members 
Mstep: Class 20 contains 6589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100588200.000000 Penalty: 63827.843750
Iteration 7F: 20 clusters Score -1.005882e+08 nChanged 50980
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 26897 members 
Mstep: Class 4 contains 15801 members 
Mstep: Class 6 contains 50070 members 
Mstep: Class 7 contains 60183 members 
Mstep: Class 8 contains 33069 members 
Mstep: Class 9 contains 10696 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 146493 members 
Mstep: Class 12 contains 2989 members 
Mstep: Class 13 contains 39203 members 
Mstep: Class 14 contains 35418 members 
Mstep: Class 15 contains 1530 members 
Mstep: Class 16 contains 82330 members 
Mstep: Class 17 contains 17178 members 
Mstep: Class 18 contains 22861 members 
Mstep: Class 19 contains 185916 members 
Mstep: Class 20 contains 6604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100641288.000000 Penalty: 63827.843750
Iteration 8F: 20 clusters Score -1.006413e+08 nChanged 38391
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 14053 members 
Mstep: Class 3 contains 27622 members 
Mstep: Class 4 contains 16041 members 
Mstep: Class 6 contains 49582 members 
Mstep: Class 7 contains 69227 members 
Mstep: Class 8 contains 31872 members 
Mstep: Class 9 contains 10159 members 
Mstep: Class 10 contains 2582 members 
Mstep: Class 11 contains 152281 members 
Mstep: Class 12 contains 3015 members 
Mstep: Class 13 contains 36178 members 
Mstep: Class 14 contains 35698 members 
Mstep: Class 15 contains 1427 members 
Mstep: Class 16 contains 82056 members 
Mstep: Class 17 contains 16825 members 
Mstep: Class 18 contains 22969 members 
Mstep: Class 19 contains 175450 members 
Mstep: Class 20 contains 6783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100672696.000000 Penalty: 63827.843750
Iteration 9F: 20 clusters Score -1.006727e+08 nChanged 32656
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 14338 members 
Mstep: Class 3 contains 28029 members 
Mstep: Class 4 contains 16240 members 
Mstep: Class 6 contains 49265 members 
Mstep: Class 7 contains 79429 members 
Mstep: Class 8 contains 30911 members 
Mstep: Class 9 contains 9909 members 
Mstep: Class 10 contains 2355 members 
Mstep: Class 11 contains 156448 members 
Mstep: Class 12 contains 3034 members 
Mstep: Class 13 contains 33924 members 
Mstep: Class 14 contains 35787 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 82223 members 
Mstep: Class 17 contains 16671 members 
Mstep: Class 18 contains 23628 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 7046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100700920.000000 Penalty: 63827.843750
Iteration 10Q: 20 clusters Score -1.007009e+08 nChanged 29005
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 14602 members 
Mstep: Class 3 contains 28336 members 
Mstep: Class 4 contains 16413 members 
Mstep: Class 6 contains 49120 members 
Mstep: Class 7 contains 90777 members 
Mstep: Class 8 contains 30246 members 
Mstep: Class 9 contains 9855 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 159388 members 
Mstep: Class 12 contains 3047 members 
Mstep: Class 13 contains 32247 members 
Mstep: Class 14 contains 35421 members 
Mstep: Class 15 contains 1241 members 
Mstep: Class 16 contains 81160 members 
Mstep: Class 17 contains 16680 members 
Mstep: Class 18 contains 24397 members 
Mstep: Class 19 contains 151029 members 
Mstep: Class 20 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100740208.000000 Penalty: 63827.843750
Iteration 11Q: 20 clusters Score -1.007402e+08 nChanged 25733
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 14815 members 
Mstep: Class 3 contains 28545 members 
Mstep: Class 4 contains 16554 members 
Mstep: Class 6 contains 49262 members 
Mstep: Class 7 contains 99008 members 
Mstep: Class 8 contains 29786 members 
Mstep: Class 9 contains 9798 members 
Mstep: Class 10 contains 2131 members 
Mstep: Class 11 contains 161885 members 
Mstep: Class 12 contains 3053 members 
Mstep: Class 13 contains 30979 members 
Mstep: Class 14 contains 33622 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 79018 members 
Mstep: Class 17 contains 16813 members 
Mstep: Class 18 contains 24982 members 
Mstep: Class 19 contains 144317 members 
Mstep: Class 20 contains 7554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100787200.000000 Penalty: 63827.843750
Iteration 12Q: 20 clusters Score -1.007872e+08 nChanged 20857
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 15001 members 
Mstep: Class 3 contains 28762 members 
Mstep: Class 4 contains 16683 members 
Mstep: Class 6 contains 49574 members 
Mstep: Class 7 contains 100415 members 
Mstep: Class 8 contains 29310 members 
Mstep: Class 9 contains 9782 members 
Mstep: Class 10 contains 2060 members 
Mstep: Class 11 contains 164909 members 
Mstep: Class 12 contains 3053 members 
Mstep: Class 13 contains 30018 members 
Mstep: Class 14 contains 30605 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 76203 members 
Mstep: Class 17 contains 17024 members 
Mstep: Class 18 contains 25637 members 
Mstep: Class 19 contains 145227 members 
Mstep: Class 20 contains 7781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100807696.000000 Penalty: 63827.843750
Iteration 13Q: 20 clusters Score -1.008077e+08 nChanged 15351
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 15153 members 
Mstep: Class 3 contains 28993 members 
Mstep: Class 4 contains 16777 members 
Mstep: Class 6 contains 49969 members 
Mstep: Class 7 contains 99513 members 
Mstep: Class 8 contains 28699 members 
Mstep: Class 9 contains 9735 members 
Mstep: Class 10 contains 2054 members 
Mstep: Class 11 contains 166901 members 
Mstep: Class 12 contains 3053 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 27965 members 
Mstep: Class 15 contains 1127 members 
Mstep: Class 16 contains 73858 members 
Mstep: Class 17 contains 17161 members 
Mstep: Class 18 contains 26690 members 
Mstep: Class 19 contains 148120 members 
Mstep: Class 20 contains 7994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100815824.000000 Penalty: 63827.843750
Iteration 14Q: 20 clusters Score -1.008158e+08 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 15263 members 
Mstep: Class 3 contains 29140 members 
Mstep: Class 4 contains 16850 members 
Mstep: Class 6 contains 50326 members 
Mstep: Class 7 contains 98563 members 
Mstep: Class 8 contains 28020 members 
Mstep: Class 9 contains 9670 members 
Mstep: Class 10 contains 2055 members 
Mstep: Class 11 contains 167944 members 
Mstep: Class 12 contains 3051 members 
Mstep: Class 13 contains 28970 members 
Mstep: Class 14 contains 25933 members 
Mstep: Class 15 contains 1108 members 
Mstep: Class 16 contains 72047 members 
Mstep: Class 17 contains 17201 members 
Mstep: Class 18 contains 27905 members 
Mstep: Class 19 contains 150868 members 
Mstep: Class 20 contains 8198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100819000.000000 Penalty: 63827.843750
Iteration 15Q: 20 clusters Score -1.00819e+08 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 15342 members 
Mstep: Class 3 contains 29250 members 
Mstep: Class 4 contains 16909 members 
Mstep: Class 6 contains 50622 members 
Mstep: Class 7 contains 97863 members 
Mstep: Class 8 contains 27275 members 
Mstep: Class 9 contains 9615 members 
Mstep: Class 10 contains 2060 members 
Mstep: Class 11 contains 168495 members 
Mstep: Class 12 contains 3052 members 
Mstep: Class 13 contains 28676 members 
Mstep: Class 14 contains 24323 members 
Mstep: Class 15 contains 1100 members 
Mstep: Class 16 contains 70678 members 
Mstep: Class 17 contains 17186 members 
Mstep: Class 18 contains 29148 members 
Mstep: Class 19 contains 153064 members 
Mstep: Class 20 contains 8379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100821488.000000 Penalty: 63827.843750
Iteration 16Q: 20 clusters Score -1.008215e+08 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 15398 members 
Mstep: Class 3 contains 29341 members 
Mstep: Class 4 contains 16962 members 
Mstep: Class 6 contains 50850 members 
Mstep: Class 7 contains 97381 members 
Mstep: Class 8 contains 26560 members 
Mstep: Class 9 contains 9583 members 
Mstep: Class 10 contains 2060 members 
Mstep: Class 11 contains 168759 members 
Mstep: Class 12 contains 3053 members 
Mstep: Class 13 contains 28466 members 
Mstep: Class 14 contains 22995 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 69707 members 
Mstep: Class 17 contains 17101 members 
Mstep: Class 18 contains 30388 members 
Mstep: Class 19 contains 154736 members 
Mstep: Class 20 contains 8539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100823032.000000 Penalty: 63827.843750
Iteration 17Q: 20 clusters Score -1.00823e+08 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 15419 members 
Mstep: Class 3 contains 29424 members 
Mstep: Class 4 contains 17026 members 
Mstep: Class 6 contains 51049 members 
Mstep: Class 7 contains 97023 members 
Mstep: Class 8 contains 25849 members 
Mstep: Class 9 contains 9548 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 168856 members 
Mstep: Class 12 contains 3055 members 
Mstep: Class 13 contains 28284 members 
Mstep: Class 14 contains 21879 members 
Mstep: Class 15 contains 1101 members 
Mstep: Class 16 contains 68951 members 
Mstep: Class 17 contains 16973 members 
Mstep: Class 18 contains 31693 members 
Mstep: Class 19 contains 155984 members 
Mstep: Class 20 contains 8750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100824120.000000 Penalty: 63827.843750
Iteration 18Q: 20 clusters Score -1.008241e+08 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 15454 members 
Mstep: Class 3 contains 29490 members 
Mstep: Class 4 contains 17093 members 
Mstep: Class 6 contains 51223 members 
Mstep: Class 7 contains 96728 members 
Mstep: Class 8 contains 25154 members 
Mstep: Class 9 contains 9546 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 168879 members 
Mstep: Class 12 contains 3056 members 
Mstep: Class 13 contains 28148 members 
Mstep: Class 14 contains 20965 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 68347 members 
Mstep: Class 17 contains 16851 members 
Mstep: Class 18 contains 32960 members 
Mstep: Class 19 contains 156848 members 
Mstep: Class 20 contains 8960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100825016.000000 Penalty: 63827.843750
Iteration 19Q: 20 clusters Score -1.00825e+08 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 15481 members 
Mstep: Class 3 contains 29548 members 
Mstep: Class 4 contains 17149 members 
Mstep: Class 6 contains 51370 members 
Mstep: Class 7 contains 96512 members 
Mstep: Class 8 contains 24493 members 
Mstep: Class 9 contains 9566 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 168821 members 
Mstep: Class 12 contains 3056 members 
Mstep: Class 13 contains 28041 members 
Mstep: Class 14 contains 20160 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 67964 members 
Mstep: Class 17 contains 16726 members 
Mstep: Class 18 contains 34158 members 
Mstep: Class 19 contains 157438 members 
Mstep: Class 20 contains 9162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100826120.000000 Penalty: 63827.843750
Iteration 20F: 20 clusters Score -1.008261e+08 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 15496 members 
Mstep: Class 3 contains 29570 members 
Mstep: Class 4 contains 17188 members 
Mstep: Class 6 contains 51505 members 
Mstep: Class 7 contains 96102 members 
Mstep: Class 8 contains 23845 members 
Mstep: Class 9 contains 9873 members 
Mstep: Class 10 contains 2064 members 
Mstep: Class 11 contains 168783 members 
Mstep: Class 12 contains 3055 members 
Mstep: Class 13 contains 27961 members 
Mstep: Class 14 contains 19436 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 67689 members 
Mstep: Class 17 contains 16594 members 
Mstep: Class 18 contains 35247 members 
Mstep: Class 19 contains 157839 members 
Mstep: Class 20 contains 9386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100827032.000000 Penalty: 63827.843750
Iteration 21Q: 20 clusters Score -1.00827e+08 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 15494 members 
Mstep: Class 3 contains 29575 members 
Mstep: Class 4 contains 17221 members 
Mstep: Class 6 contains 51650 members 
Mstep: Class 7 contains 95683 members 
Mstep: Class 8 contains 23189 members 
Mstep: Class 9 contains 10162 members 
Mstep: Class 10 contains 2073 members 
Mstep: Class 11 contains 168734 members 
Mstep: Class 12 contains 3054 members 
Mstep: Class 13 contains 27916 members 
Mstep: Class 14 contains 18778 members 
Mstep: Class 15 contains 1099 members 
Mstep: Class 16 contains 67542 members 
Mstep: Class 17 contains 16456 members 
Mstep: Class 18 contains 36256 members 
Mstep: Class 19 contains 158132 members 
Mstep: Class 20 contains 9658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100827984.000000 Penalty: 63827.843750
Iteration 22Q: 20 clusters Score -1.00828e+08 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 15476 members 
Mstep: Class 3 contains 29550 members 
Mstep: Class 4 contains 17252 members 
Mstep: Class 6 contains 51800 members 
Mstep: Class 7 contains 95339 members 
Mstep: Class 8 contains 22556 members 
Mstep: Class 9 contains 10364 members 
Mstep: Class 10 contains 2075 members 
Mstep: Class 11 contains 168701 members 
Mstep: Class 12 contains 3056 members 
Mstep: Class 13 contains 27883 members 
Mstep: Class 14 contains 18201 members 
Mstep: Class 15 contains 1111 members 
Mstep: Class 16 contains 67424 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 37211 members 
Mstep: Class 19 contains 158318 members 
Mstep: Class 20 contains 9972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100828864.000000 Penalty: 63827.843750
Iteration 23Q: 20 clusters Score -1.008289e+08 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 15450 members 
Mstep: Class 3 contains 29494 members 
Mstep: Class 4 contains 17289 members 
Mstep: Class 6 contains 51963 members 
Mstep: Class 7 contains 95029 members 
Mstep: Class 8 contains 21996 members 
Mstep: Class 9 contains 10539 members 
Mstep: Class 10 contains 2080 members 
Mstep: Class 11 contains 168612 members 
Mstep: Class 12 contains 3056 members 
Mstep: Class 13 contains 27862 members 
Mstep: Class 14 contains 17748 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 67352 members 
Mstep: Class 17 contains 16195 members 
Mstep: Class 18 contains 38087 members 
Mstep: Class 19 contains 158376 members 
Mstep: Class 20 contains 10313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100829896.000000 Penalty: 63827.843750
Iteration 24Q: 20 clusters Score -1.008299e+08 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 15429 members 
Mstep: Class 3 contains 29426 members 
Mstep: Class 4 contains 17314 members 
Mstep: Class 6 contains 52115 members 
Mstep: Class 7 contains 94769 members 
Mstep: Class 8 contains 21409 members 
Mstep: Class 9 contains 10703 members 
Mstep: Class 10 contains 2080 members 
Mstep: Class 11 contains 168547 members 
Mstep: Class 12 contains 3056 members 
Mstep: Class 13 contains 27841 members 
Mstep: Class 14 contains 17331 members 
Mstep: Class 15 contains 1124 members 
Mstep: Class 16 contains 67252 members 
Mstep: Class 17 contains 16079 members 
Mstep: Class 18 contains 38889 members 
Mstep: Class 19 contains 158436 members 
Mstep: Class 20 contains 10701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100830600.000000 Penalty: 63827.843750
Iteration 25Q: 20 clusters Score -1.008306e+08 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 15400 members 
Mstep: Class 3 contains 29339 members 
Mstep: Class 4 contains 17349 members 
Mstep: Class 6 contains 52252 members 
Mstep: Class 7 contains 94526 members 
Mstep: Class 8 contains 20861 members 
Mstep: Class 9 contains 10839 members 
Mstep: Class 10 contains 2079 members 
Mstep: Class 11 contains 168498 members 
Mstep: Class 12 contains 3056 members 
Mstep: Class 13 contains 27834 members 
Mstep: Class 14 contains 16988 members 
Mstep: Class 15 contains 1126 members 
Mstep: Class 16 contains 67158 members 
Mstep: Class 17 contains 15968 members 
Mstep: Class 18 contains 39546 members 
Mstep: Class 19 contains 158466 members 
Mstep: Class 20 contains 11152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100831888.000000 Penalty: 63827.843750
Iteration 26Q: 20 clusters Score -1.008319e+08 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 29237 members 
Mstep: Class 4 contains 17390 members 
Mstep: Class 6 contains 52373 members 
Mstep: Class 7 contains 94252 members 
Mstep: Class 8 contains 20351 members 
Mstep: Class 9 contains 10962 members 
Mstep: Class 10 contains 2081 members 
Mstep: Class 11 contains 168477 members 
Mstep: Class 12 contains 3056 members 
Mstep: Class 13 contains 27821 members 
Mstep: Class 14 contains 16656 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 67065 members 
Mstep: Class 17 contains 15868 members 
Mstep: Class 18 contains 40137 members 
Mstep: Class 19 contains 158469 members 
Mstep: Class 20 contains 11673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100832920.000000 Penalty: 63827.843750
Iteration 27Q: 20 clusters Score -1.008329e+08 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 15373 members 
Mstep: Class 3 contains 29109 members 
Mstep: Class 4 contains 17427 members 
Mstep: Class 6 contains 52464 members 
Mstep: Class 7 contains 93966 members 
Mstep: Class 8 contains 19859 members 
Mstep: Class 9 contains 11077 members 
Mstep: Class 10 contains 2085 members 
Mstep: Class 11 contains 168464 members 
Mstep: Class 12 contains 3057 members 
Mstep: Class 13 contains 27791 members 
Mstep: Class 14 contains 16364 members 
Mstep: Class 15 contains 1132 members 
Mstep: Class 16 contains 66949 members 
Mstep: Class 17 contains 15767 members 
Mstep: Class 18 contains 40663 members 
Mstep: Class 19 contains 158478 members 
Mstep: Class 20 contains 12307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100834224.000000 Penalty: 63827.843750
Iteration 28Q: 20 clusters Score -1.008342e+08 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 15357 members 
Mstep: Class 3 contains 28995 members 
Mstep: Class 4 contains 17485 members 
Mstep: Class 6 contains 52562 members 
Mstep: Class 7 contains 93670 members 
Mstep: Class 8 contains 19428 members 
Mstep: Class 9 contains 11216 members 
Mstep: Class 10 contains 2085 members 
Mstep: Class 11 contains 168424 members 
Mstep: Class 12 contains 3057 members 
Mstep: Class 13 contains 27777 members 
Mstep: Class 14 contains 16094 members 
Mstep: Class 15 contains 1132 members 
Mstep: Class 16 contains 66835 members 
Mstep: Class 17 contains 15679 members 
Mstep: Class 18 contains 41122 members 
Mstep: Class 19 contains 158475 members 
Mstep: Class 20 contains 12889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100834784.000000 Penalty: 63827.843750
Iteration 29Q: 20 clusters Score -1.008348e+08 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 15316 members 
Mstep: Class 3 contains 28885 members 
Mstep: Class 4 contains 17541 members 
Mstep: Class 6 contains 52671 members 
Mstep: Class 7 contains 93432 members 
Mstep: Class 8 contains 19022 members 
Mstep: Class 9 contains 11318 members 
Mstep: Class 10 contains 2087 members 
Mstep: Class 11 contains 168363 members 
Mstep: Class 12 contains 3059 members 
Mstep: Class 13 contains 27773 members 
Mstep: Class 14 contains 15814 members 
Mstep: Class 15 contains 1126 members 
Mstep: Class 16 contains 66761 members 
Mstep: Class 17 contains 15593 members 
Mstep: Class 18 contains 41561 members 
Mstep: Class 19 contains 158489 members 
Mstep: Class 20 contains 13436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100835224.000000 Penalty: 63827.843750
Iteration 30Q: 20 clusters Score -1.008352e+08 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 15264 members 
Mstep: Class 3 contains 28785 members 
Mstep: Class 4 contains 17591 members 
Mstep: Class 6 contains 52778 members 
Mstep: Class 7 contains 93211 members 
Mstep: Class 8 contains 18647 members 
Mstep: Class 9 contains 11432 members 
Mstep: Class 10 contains 2088 members 
Mstep: Class 11 contains 168281 members 
Mstep: Class 12 contains 3059 members 
Mstep: Class 13 contains 27756 members 
Mstep: Class 14 contains 15574 members 
Mstep: Class 15 contains 1124 members 
Mstep: Class 16 contains 66683 members 
Mstep: Class 17 contains 15492 members 
Mstep: Class 18 contains 41966 members 
Mstep: Class 19 contains 158482 members 
Mstep: Class 20 contains 13982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100835536.000000 Penalty: 63827.843750
Iteration 31Q: 20 clusters Score -1.008355e+08 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 15192 members 
Mstep: Class 3 contains 28708 members 
Mstep: Class 4 contains 17631 members 
Mstep: Class 6 contains 52886 members 
Mstep: Class 7 contains 93039 members 
Mstep: Class 8 contains 18339 members 
Mstep: Class 9 contains 11549 members 
Mstep: Class 10 contains 2091 members 
Mstep: Class 11 contains 168195 members 
Mstep: Class 12 contains 3059 members 
Mstep: Class 13 contains 27740 members 
Mstep: Class 14 contains 15336 members 
Mstep: Class 15 contains 1117 members 
Mstep: Class 16 contains 66597 members 
Mstep: Class 17 contains 15415 members 
Mstep: Class 18 contains 42341 members 
Mstep: Class 19 contains 158468 members 
Mstep: Class 20 contains 14461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100836208.000000 Penalty: 63827.843750
Iteration 32Q: 20 clusters Score -1.008362e+08 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 15084 members 
Mstep: Class 3 contains 28632 members 
Mstep: Class 4 contains 17686 members 
Mstep: Class 6 contains 52995 members 
Mstep: Class 7 contains 92924 members 
Mstep: Class 8 contains 18055 members 
Mstep: Class 9 contains 11655 members 
Mstep: Class 10 contains 2092 members 
Mstep: Class 11 contains 168127 members 
Mstep: Class 12 contains 3059 members 
Mstep: Class 13 contains 27739 members 
Mstep: Class 14 contains 15111 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 66533 members 
Mstep: Class 17 contains 15326 members 
Mstep: Class 18 contains 42645 members 
Mstep: Class 19 contains 158441 members 
Mstep: Class 20 contains 14887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100837008.000000 Penalty: 63827.843750
Iteration 33Q: 20 clusters Score -1.00837e+08 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 14948 members 
Mstep: Class 3 contains 28562 members 
Mstep: Class 4 contains 17721 members 
Mstep: Class 6 contains 53105 members 
Mstep: Class 7 contains 92843 members 
Mstep: Class 8 contains 17838 members 
Mstep: Class 9 contains 11763 members 
Mstep: Class 10 contains 2092 members 
Mstep: Class 11 contains 168047 members 
Mstep: Class 12 contains 3059 members 
Mstep: Class 13 contains 27744 members 
Mstep: Class 14 contains 14905 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 66499 members 
Mstep: Class 17 contains 15268 members 
Mstep: Class 18 contains 42884 members 
Mstep: Class 19 contains 158413 members 
Mstep: Class 20 contains 15254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100837488.000000 Penalty: 63827.843750
Iteration 34Q: 20 clusters Score -1.008375e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 14781 members 
Mstep: Class 3 contains 28513 members 
Mstep: Class 4 contains 17767 members 
Mstep: Class 6 contains 53231 members 
Mstep: Class 7 contains 92768 members 
Mstep: Class 8 contains 17665 members 
Mstep: Class 9 contains 11878 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 167960 members 
Mstep: Class 12 contains 3060 members 
Mstep: Class 13 contains 27731 members 
Mstep: Class 14 contains 14732 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 66465 members 
Mstep: Class 17 contains 15225 members 
Mstep: Class 18 contains 43058 members 
Mstep: Class 19 contains 158397 members 
Mstep: Class 20 contains 15579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100837592.000000 Penalty: 63827.843750
Iteration 35Q: 20 clusters Score -1.008376e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 14615 members 
Mstep: Class 3 contains 28459 members 
Mstep: Class 4 contains 17795 members 
Mstep: Class 6 contains 53340 members 
Mstep: Class 7 contains 92717 members 
Mstep: Class 8 contains 17511 members 
Mstep: Class 9 contains 12009 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 167896 members 
Mstep: Class 12 contains 3059 members 
Mstep: Class 13 contains 27727 members 
Mstep: Class 14 contains 14557 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 66424 members 
Mstep: Class 17 contains 15192 members 
Mstep: Class 18 contains 43195 members 
Mstep: Class 19 contains 158407 members 
Mstep: Class 20 contains 15889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100837832.000000 Penalty: 63827.843750
Iteration 36Q: 20 clusters Score -1.008378e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 14484 members 
Mstep: Class 3 contains 28404 members 
Mstep: Class 4 contains 17819 members 
Mstep: Class 6 contains 53429 members 
Mstep: Class 7 contains 92677 members 
Mstep: Class 8 contains 17395 members 
Mstep: Class 9 contains 12122 members 
Mstep: Class 10 contains 2096 members 
Mstep: Class 11 contains 167826 members 
Mstep: Class 12 contains 3059 members 
Mstep: Class 13 contains 27718 members 
Mstep: Class 14 contains 14415 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 66382 members 
Mstep: Class 17 contains 15166 members 
Mstep: Class 18 contains 43312 members 
Mstep: Class 19 contains 158407 members 
Mstep: Class 20 contains 16159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100838128.000000 Penalty: 63827.843750
Iteration 37Q: 20 clusters Score -1.008381e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 14340 members 
Mstep: Class 3 contains 28359 members 
Mstep: Class 4 contains 17841 members 
Mstep: Class 6 contains 53510 members 
Mstep: Class 7 contains 92659 members 
Mstep: Class 8 contains 17316 members 
Mstep: Class 9 contains 12194 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 167785 members 
Mstep: Class 12 contains 3061 members 
Mstep: Class 13 contains 27706 members 
Mstep: Class 14 contains 14278 members 
Mstep: Class 15 contains 1124 members 
Mstep: Class 16 contains 66351 members 
Mstep: Class 17 contains 15144 members 
Mstep: Class 18 contains 43399 members 
Mstep: Class 19 contains 158430 members 
Mstep: Class 20 contains 16387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100838696.000000 Penalty: 63827.843750
Iteration 38Q: 20 clusters Score -1.008387e+08 nChanged 1134
Entering ConstructFrom: 
Score: -100838696.000000 Penalty: 63827.843750
Entering ConstructFrom: 
Trying to split cluster 1 (11604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Entering Unmasked Estep 
Score: -1574013.375000 Penalty: 2321.058105
	Iteration 0F: 2 clusters Score -1574013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1565389.000000 Penalty: 4642.116211
	Iteration 0F: 3 clusters Score -1565389 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1568180.375000 Penalty: 4642.116211
	Iteration 1F: 3 clusters Score -1568180 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1568612.875000 Penalty: 4642.116211
	Iteration 2F: 3 clusters Score -1568613 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1568926.250000 Penalty: 4642.116211
	Iteration 3F: 3 clusters Score -1568926 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1569164.375000 Penalty: 4642.116211
	Iteration 4Q: 3 clusters Score -1569164 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1569388.000000 Penalty: 4642.116211
	Iteration 5Q: 3 clusters Score -1569388 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1569588.375000 Penalty: 4642.116211
	Iteration 6Q: 3 clusters Score -1569588 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1569806.125000 Penalty: 4642.116211
	Iteration 7Q: 3 clusters Score -1569806 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1570060.375000 Penalty: 4642.116211
	Iteration 8Q: 3 clusters Score -1570060 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1570431.875000 Penalty: 4642.116211
	Iteration 9Q: 3 clusters Score -1570432 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1570858.125000 Penalty: 4642.116211
	Iteration 10Q: 3 clusters Score -1570858 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1571291.875000 Penalty: 4642.116211
	Iteration 11Q: 3 clusters Score -1571292 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1571696.500000 Penalty: 4642.116211
	Iteration 12Q: 3 clusters Score -1571696 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1571990.500000 Penalty: 4642.116211
	Iteration 13Q: 3 clusters Score -1571990 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1572179.000000 Penalty: 4642.116211
	Iteration 14Q: 3 clusters Score -1572179 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1572311.625000 Penalty: 4642.116211
	Iteration 15Q: 3 clusters Score -1572312 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1572426.500000 Penalty: 4642.116211
	Iteration 16Q: 3 clusters Score -1572426 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1572504.250000 Penalty: 4642.116211
	Iteration 17Q: 3 clusters Score -1572504 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1572558.625000 Penalty: 4642.116211
	Iteration 18Q: 3 clusters Score -1572559 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1572592.375000 Penalty: 4642.116211
	Iteration 19Q: 3 clusters Score -1572592 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1572627.250000 Penalty: 4642.116211
	Iteration 20F: 3 clusters Score -1572627 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1572655.625000 Penalty: 4642.116211
	Iteration 21Q: 3 clusters Score -1572656 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1572675.000000 Penalty: 4642.116211
	Iteration 22Q: 3 clusters Score -1572675 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1572690.250000 Penalty: 4642.116211
	Iteration 23Q: 3 clusters Score -1572690 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1572705.250000 Penalty: 4642.116211
	Iteration 24Q: 3 clusters Score -1572705 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1572716.625000 Penalty: 4642.116211
	Iteration 25Q: 3 clusters Score -1572717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1572726.125000 Penalty: 4642.116211
	Iteration 26Q: 3 clusters Score -1572726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1572727.750000 Penalty: 4642.116211
	Iteration 27Q: 3 clusters Score -1572728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1572734.250000 Penalty: 4642.116211
	Iteration 28Q: 3 clusters Score -1572734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1572731.625000 Penalty: 4642.116211
	Iteration 29Q: 3 clusters Score -1572732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1572736.250000 Penalty: 4642.116211
	Iteration 30Q: 3 clusters Score -1572736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1572739.750000 Penalty: 4642.116211
	Iteration 31Q: 3 clusters Score -1572740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1572743.375000 Penalty: 4642.116211
	Iteration 32Q: 3 clusters Score -1572743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1572747.125000 Penalty: 4642.116211
	Iteration 33Q: 3 clusters Score -1572747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1572751.125000 Penalty: 4642.116211
	Iteration 34Q: 3 clusters Score -1572751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1572752.625000 Penalty: 4642.116211
	Iteration 35Q: 3 clusters Score -1572753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1572751.750000 Penalty: 4642.116211
	Iteration 36Q: 3 clusters Score -1572752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1572759.625000 Penalty: 4642.116211
	Iteration 37Q: 3 clusters Score -1572760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1572763.750000 Penalty: 4642.116211
	Iteration 38Q: 3 clusters Score -1572764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1572761.250000 Penalty: 4642.116211
	Iteration 39Q: 3 clusters Score -1572761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1572763.500000 Penalty: 4642.116211
	Iteration 40F: 3 clusters Score -1572764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1572765.000000 Penalty: 4642.116211
	Iteration 41Q: 3 clusters Score -1572765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1572766.250000 Penalty: 4642.116211
	Iteration 42Q: 3 clusters Score -1572766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1572768.000000 Penalty: 4642.116211
	Iteration 43Q: 3 clusters Score -1572768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1572768.375000 Penalty: 4642.116211
	Iteration 44Q: 3 clusters Score -1572768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1572768.375000 Penalty: 4642.116211
	Iteration 45Q: 3 clusters Score -1572768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1572769.375000 Penalty: 4642.116211
	Iteration 46Q: 3 clusters Score -1572769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1572774.375000 Penalty: 4642.116211
	Iteration 47Q: 3 clusters Score -1572774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1572773.375000 Penalty: 4642.116211
	Iteration 48Q: 3 clusters Score -1572773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1572775.500000 Penalty: 4642.116211
	Iteration 49Q: 3 clusters Score -1572776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1572776.875000 Penalty: 4642.116211
	Iteration 50Q: 3 clusters Score -1572777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1572779.875000 Penalty: 4642.116211
	Iteration 51Q: 3 clusters Score -1572780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1572780.000000 Penalty: 4642.116211
	Iteration 52Q: 3 clusters Score -1572780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1572783.125000 Penalty: 4642.116211
	Iteration 53Q: 3 clusters Score -1572783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1572784.500000 Penalty: 4642.116211
	Iteration 54Q: 3 clusters Score -1572784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1572781.875000 Penalty: 4642.116211
	Iteration 55Q: 3 clusters Score -1572782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1572781.875000 Penalty: 4642.116211
	Iteration 56F: 3 clusters Score -1572782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Entering Unmasked Estep 
Score: -1903527.875000 Penalty: 2371.650635
	Iteration 0F: 2 clusters Score -1903528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1893252.000000 Penalty: 4743.301270
	Iteration 0F: 3 clusters Score -1893252 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1896644.250000 Penalty: 4743.301270
	Iteration 1F: 3 clusters Score -1896644 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1897397.000000 Penalty: 4743.301270
	Iteration 2F: 3 clusters Score -1897397 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1898202.250000 Penalty: 4743.301270
	Iteration 3F: 3 clusters Score -1898202 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1898985.875000 Penalty: 4743.301270
	Iteration 4F: 3 clusters Score -1898986 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1899807.125000 Penalty: 4743.301270
	Iteration 5F: 3 clusters Score -1899807 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1900716.750000 Penalty: 4743.301270
	Iteration 6F: 3 clusters Score -1900717 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1901668.375000 Penalty: 4743.301270
	Iteration 7F: 3 clusters Score -1901668 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1902357.250000 Penalty: 4743.301270
	Iteration 8F: 3 clusters Score -1902357 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1902862.625000 Penalty: 4743.301270
	Iteration 9Q: 3 clusters Score -1902863 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1903191.875000 Penalty: 4743.301270
	Iteration 10Q: 3 clusters Score -1903192 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1903370.750000 Penalty: 4743.301270
	Iteration 11Q: 3 clusters Score -1903371 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1903495.500000 Penalty: 4743.301270
	Iteration 12Q: 3 clusters Score -1903496 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1903585.625000 Penalty: 4743.301270
	Iteration 13Q: 3 clusters Score -1903586 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1903649.000000 Penalty: 4743.301270
	Iteration 14Q: 3 clusters Score -1903649 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1903703.000000 Penalty: 4743.301270
	Iteration 15Q: 3 clusters Score -1903703 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1903726.375000 Penalty: 4743.301270
	Iteration 16Q: 3 clusters Score -1903726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1903740.875000 Penalty: 4743.301270
	Iteration 17Q: 3 clusters Score -1903741 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1903757.750000 Penalty: 4743.301270
	Iteration 18Q: 3 clusters Score -1903758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1903772.750000 Penalty: 4743.301270
	Iteration 19Q: 3 clusters Score -1903773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1903777.625000 Penalty: 4743.301270
	Iteration 20F: 3 clusters Score -1903778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1903779.500000 Penalty: 4743.301270
	Iteration 21Q: 3 clusters Score -1903780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1903785.250000 Penalty: 4743.301270
	Iteration 22Q: 3 clusters Score -1903785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1903786.000000 Penalty: 4743.301270
	Iteration 23Q: 3 clusters Score -1903786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1903792.000000 Penalty: 4743.301270
	Iteration 24Q: 3 clusters Score -1903792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1903799.125000 Penalty: 4743.301270
	Iteration 25Q: 3 clusters Score -1903799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1903806.125000 Penalty: 4743.301270
	Iteration 26Q: 3 clusters Score -1903806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1903805.250000 Penalty: 4743.301270
	Iteration 27Q: 3 clusters Score -1903805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1903803.875000 Penalty: 4743.301270
	Iteration 28Q: 3 clusters Score -1903804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1903805.750000 Penalty: 4743.301270
	Iteration 29Q: 3 clusters Score -1903806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1903805.750000 Penalty: 4743.301270
	Iteration 30Q: 3 clusters Score -1903806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1903808.750000 Penalty: 4743.301270
	Iteration 31Q: 3 clusters Score -1903809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1903813.750000 Penalty: 4743.301270
	Iteration 32Q: 3 clusters Score -1903814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1903807.750000 Penalty: 4743.301270
	Iteration 33Q: 3 clusters Score -1903808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1903811.625000 Penalty: 4743.301270
	Iteration 34Q: 3 clusters Score -1903812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1903811.625000 Penalty: 4743.301270
	Iteration 35F: 3 clusters Score -1903812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 11800 members 
Mstep: Class 3 contains 28327 members 
Mstep: Class 4 contains 17852 members 
Mstep: Class 5 contains 2430 members 
Mstep: Class 6 contains 53579 members 
Mstep: Class 7 contains 92624 members 
Mstep: Class 8 contains 17258 members 
Mstep: Class 9 contains 12298 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 167751 members 
Mstep: Class 12 contains 3060 members 
Mstep: Class 13 contains 27700 members 
Mstep: Class 14 contains 14139 members 
Mstep: Class 15 contains 1127 members 
Mstep: Class 16 contains 66305 members 
Mstep: Class 17 contains 15121 members 
Mstep: Class 18 contains 43491 members 
Mstep: Class 19 contains 158442 members 
Mstep: Class 20 contains 16577 members 
Entering Unmasked Estep 
Score: -100838320.000000 Penalty: 67187.203125
Splitting cluster 2 changes total score from -100838696.000000 to -100838320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (28327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Entering Unmasked Estep 
Score: -3787004.250000 Penalty: 2542.389648
	Iteration 0F: 2 clusters Score -3787004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3767674.500000 Penalty: 5084.779297
	Iteration 0F: 3 clusters Score -3767674 nChanged 12718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -3775733.250000 Penalty: 5084.779297
	Iteration 1F: 3 clusters Score -3775733 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -3778659.750000 Penalty: 5084.779297
	Iteration 2F: 3 clusters Score -3778660 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3782723.250000 Penalty: 5084.779297
	Iteration 3F: 3 clusters Score -3782723 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -3785912.750000 Penalty: 5084.779297
	Iteration 4F: 3 clusters Score -3785913 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -3787612.000000 Penalty: 5084.779297
	Iteration 5F: 3 clusters Score -3787612 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3788362.500000 Penalty: 5084.779297
	Iteration 6Q: 3 clusters Score -3788362 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -3788724.000000 Penalty: 5084.779297
	Iteration 7Q: 3 clusters Score -3788724 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -3788958.500000 Penalty: 5084.779297
	Iteration 8Q: 3 clusters Score -3788958 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -3789124.500000 Penalty: 5084.779297
	Iteration 9Q: 3 clusters Score -3789124 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -3789322.250000 Penalty: 5084.779297
	Iteration 10Q: 3 clusters Score -3789322 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -3789641.250000 Penalty: 5084.779297
	Iteration 11Q: 3 clusters Score -3789641 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -3789991.500000 Penalty: 5084.779297
	Iteration 12Q: 3 clusters Score -3789992 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3790226.750000 Penalty: 5084.779297
	Iteration 13Q: 3 clusters Score -3790227 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -3790348.750000 Penalty: 5084.779297
	Iteration 14Q: 3 clusters Score -3790349 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -3790415.000000 Penalty: 5084.779297
	Iteration 15Q: 3 clusters Score -3790415 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -3790451.500000 Penalty: 5084.779297
	Iteration 16Q: 3 clusters Score -3790452 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -3790476.500000 Penalty: 5084.779297
	Iteration 17Q: 3 clusters Score -3790476 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -3790493.000000 Penalty: 5084.779297
	Iteration 18Q: 3 clusters Score -3790493 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -3790495.000000 Penalty: 5084.779297
	Iteration 19Q: 3 clusters Score -3790495 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3790504.500000 Penalty: 5084.779297
	Iteration 20F: 3 clusters Score -3790504 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -3790509.250000 Penalty: 5084.779297
	Iteration 21Q: 3 clusters Score -3790509 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3790521.250000 Penalty: 5084.779297
	Iteration 22Q: 3 clusters Score -3790521 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -3790539.250000 Penalty: 5084.779297
	Iteration 23Q: 3 clusters Score -3790539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -3790542.250000 Penalty: 5084.779297
	Iteration 24Q: 3 clusters Score -3790542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -3790539.000000 Penalty: 5084.779297
	Iteration 25Q: 3 clusters Score -3790539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -3790538.750000 Penalty: 5084.779297
	Iteration 26Q: 3 clusters Score -3790539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -3790540.750000 Penalty: 5084.779297
	Iteration 27Q: 3 clusters Score -3790541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -3790539.500000 Penalty: 5084.779297
	Iteration 28Q: 3 clusters Score -3790540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -3790538.500000 Penalty: 5084.779297
	Iteration 29Q: 3 clusters Score -3790538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -3790537.750000 Penalty: 5084.779297
	Iteration 30Q: 3 clusters Score -3790538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -3790540.500000 Penalty: 5084.779297
	Iteration 31Q: 3 clusters Score -3790540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3790542.500000 Penalty: 5084.779297
	Iteration 32Q: 3 clusters Score -3790542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -3790537.750000 Penalty: 5084.779297
	Iteration 33Q: 3 clusters Score -3790538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -3790540.500000 Penalty: 5084.779297
	Iteration 34Q: 3 clusters Score -3790540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -3790540.500000 Penalty: 5084.779297
	Iteration 35F: 3 clusters Score -3790540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 14230 members 
Mstep: Class 3 contains 8116 members 
Mstep: Class 4 contains 17852 members 
Mstep: Class 5 contains 20211 members 
Mstep: Class 6 contains 53579 members 
Mstep: Class 7 contains 92624 members 
Mstep: Class 8 contains 17258 members 
Mstep: Class 9 contains 12298 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 167751 members 
Mstep: Class 12 contains 3060 members 
Mstep: Class 13 contains 27700 members 
Mstep: Class 14 contains 14139 members 
Mstep: Class 15 contains 1127 members 
Mstep: Class 16 contains 66305 members 
Mstep: Class 17 contains 15121 members 
Mstep: Class 18 contains 43491 members 
Mstep: Class 19 contains 158442 members 
Mstep: Class 20 contains 16577 members 
Entering Unmasked Estep 
Score: -100841744.000000 Penalty: 67187.203125
Splitting cluster 3 changes total score from -100838696.000000 to -100841744.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (17852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Entering Unmasked Estep 
Score: -2332570.250000 Penalty: 2427.888184
	Iteration 0F: 2 clusters Score -2332570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2319865.750000 Penalty: 4855.776367
	Iteration 0F: 3 clusters Score -2319866 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2324054.250000 Penalty: 4855.776367
	Iteration 1F: 3 clusters Score -2324054 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2325132.250000 Penalty: 4855.776367
	Iteration 2F: 3 clusters Score -2325132 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2328059.750000 Penalty: 4855.776367
	Iteration 3F: 3 clusters Score -2328060 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2331279.250000 Penalty: 4855.776367
	Iteration 4F: 3 clusters Score -2331279 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2334174.000000 Penalty: 4855.776367
	Iteration 5F: 3 clusters Score -2334174 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2336024.500000 Penalty: 4855.776367
	Iteration 6F: 3 clusters Score -2336024 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2337127.500000 Penalty: 4855.776367
	Iteration 7F: 3 clusters Score -2337128 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2337767.750000 Penalty: 4855.776367
	Iteration 8Q: 3 clusters Score -2337768 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2338171.500000 Penalty: 4855.776367
	Iteration 9Q: 3 clusters Score -2338172 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2338442.750000 Penalty: 4855.776367
	Iteration 10Q: 3 clusters Score -2338443 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2338558.750000 Penalty: 4855.776367
	Iteration 11Q: 3 clusters Score -2338559 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2338639.000000 Penalty: 4855.776367
	Iteration 12Q: 3 clusters Score -2338639 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2338705.000000 Penalty: 4855.776367
	Iteration 13Q: 3 clusters Score -2338705 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2338771.250000 Penalty: 4855.776367
	Iteration 14Q: 3 clusters Score -2338771 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2338859.000000 Penalty: 4855.776367
	Iteration 15Q: 3 clusters Score -2338859 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2338940.250000 Penalty: 4855.776367
	Iteration 16Q: 3 clusters Score -2338940 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2339001.500000 Penalty: 4855.776367
	Iteration 17Q: 3 clusters Score -2339002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2339020.750000 Penalty: 4855.776367
	Iteration 18Q: 3 clusters Score -2339021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2339030.750000 Penalty: 4855.776367
	Iteration 19Q: 3 clusters Score -2339031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2339031.750000 Penalty: 4855.776367
	Iteration 20F: 3 clusters Score -2339032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2339034.750000 Penalty: 4855.776367
	Iteration 21Q: 3 clusters Score -2339035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2339038.250000 Penalty: 4855.776367
	Iteration 22Q: 3 clusters Score -2339038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2339037.750000 Penalty: 4855.776367
	Iteration 23Q: 3 clusters Score -2339038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2339040.250000 Penalty: 4855.776367
	Iteration 24Q: 3 clusters Score -2339040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2339038.250000 Penalty: 4855.776367
	Iteration 25Q: 3 clusters Score -2339038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2339038.000000 Penalty: 4855.776367
	Iteration 26Q: 3 clusters Score -2339038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2339037.250000 Penalty: 4855.776367
	Iteration 27Q: 3 clusters Score -2339037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2339037.250000 Penalty: 4855.776367
	Iteration 28F: 3 clusters Score -2339037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 14230 members 
Mstep: Class 3 contains 8116 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 20211 members 
Mstep: Class 6 contains 53579 members 
Mstep: Class 7 contains 92624 members 
Mstep: Class 8 contains 17258 members 
Mstep: Class 9 contains 12298 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 167751 members 
Mstep: Class 12 contains 3060 members 
Mstep: Class 13 contains 27700 members 
Mstep: Class 14 contains 14139 members 
Mstep: Class 15 contains 1127 members 
Mstep: Class 16 contains 66305 members 
Mstep: Class 17 contains 15121 members 
Mstep: Class 18 contains 43491 members 
Mstep: Class 19 contains 158442 members 
Mstep: Class 20 contains 16577 members 
Mstep: Class 21 contains 15683 members 
Entering Unmasked Estep 
Score: -100847824.000000 Penalty: 70546.562500
Splitting cluster 4 changes total score from -100838696.000000 to -100847824.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (53579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53579 members 
Entering Unmasked Estep 
Score: -7364403.500000 Penalty: 2700.450195
	Iteration 0F: 2 clusters Score -7364404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -7328698.000000 Penalty: 5400.900391
	Iteration 0F: 3 clusters Score -7328698 nChanged 24691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -7342978.000000 Penalty: 5400.900391
	Iteration 1F: 3 clusters Score -7342978 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -7344042.000000 Penalty: 5400.900391
	Iteration 2Q: 3 clusters Score -7344042 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -7345369.500000 Penalty: 5400.900391
	Iteration 3F: 3 clusters Score -7345370 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -7346782.000000 Penalty: 5400.900391
	Iteration 4F: 3 clusters Score -7346782 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -7348329.000000 Penalty: 5400.900391
	Iteration 5F: 3 clusters Score -7348329 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -7349980.500000 Penalty: 5400.900391
	Iteration 6F: 3 clusters Score -7349980 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -7351955.500000 Penalty: 5400.900391
	Iteration 7F: 3 clusters Score -7351956 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -7354249.500000 Penalty: 5400.900391
	Iteration 8F: 3 clusters Score -7354250 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -7356601.000000 Penalty: 5400.900391
	Iteration 9F: 3 clusters Score -7356601 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -7358777.500000 Penalty: 5400.900391
	Iteration 10F: 3 clusters Score -7358778 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -7360434.000000 Penalty: 5400.900391
	Iteration 11Q: 3 clusters Score -7360434 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -7361612.500000 Penalty: 5400.900391
	Iteration 12Q: 3 clusters Score -7361612 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -7362339.000000 Penalty: 5400.900391
	Iteration 13Q: 3 clusters Score -7362339 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -7362696.000000 Penalty: 5400.900391
	Iteration 14Q: 3 clusters Score -7362696 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -7362868.500000 Penalty: 5400.900391
	Iteration 15Q: 3 clusters Score -7362868 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7362946.000000 Penalty: 5400.900391
	Iteration 16Q: 3 clusters Score -7362946 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7362985.500000 Penalty: 5400.900391
	Iteration 17Q: 3 clusters Score -7362986 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7363024.500000 Penalty: 5400.900391
	Iteration 18Q: 3 clusters Score -7363024 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7363042.500000 Penalty: 5400.900391
	Iteration 19Q: 3 clusters Score -7363042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7363067.000000 Penalty: 5400.900391
	Iteration 20F: 3 clusters Score -7363067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7363074.500000 Penalty: 5400.900391
	Iteration 21Q: 3 clusters Score -7363074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7363089.000000 Penalty: 5400.900391
	Iteration 22Q: 3 clusters Score -7363089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7363089.000000 Penalty: 5400.900391
	Iteration 23Q: 3 clusters Score -7363089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7363116.500000 Penalty: 5400.900391
	Iteration 24Q: 3 clusters Score -7363116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7363118.500000 Penalty: 5400.900391
	Iteration 25Q: 3 clusters Score -7363118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7363119.000000 Penalty: 5400.900391
	Iteration 26Q: 3 clusters Score -7363119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7363119.000000 Penalty: 5400.900391
	Iteration 27Q: 3 clusters Score -7363119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7363115.500000 Penalty: 5400.900391
	Iteration 28Q: 3 clusters Score -7363116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7363119.500000 Penalty: 5400.900391
	Iteration 29Q: 3 clusters Score -7363120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7363119.500000 Penalty: 5400.900391
	Iteration 30F: 3 clusters Score -7363120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (92624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92624 members 
Entering Unmasked Estep 
Score: -12592606.000000 Penalty: 2836.203125
	Iteration 0F: 2 clusters Score -1.259261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -12530348.000000 Penalty: 5672.406250
	Iteration 0F: 3 clusters Score -1.253035e+07 nChanged 43936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -12555938.000000 Penalty: 5672.406250
	Iteration 1F: 3 clusters Score -1.255594e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -12557112.000000 Penalty: 5672.406250
	Iteration 2Q: 3 clusters Score -1.255711e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50620 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -12558539.000000 Penalty: 5672.406250
	Iteration 3Q: 3 clusters Score -1.255854e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53061 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -12560593.000000 Penalty: 5672.406250
	Iteration 4Q: 3 clusters Score -1.256059e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -12563423.000000 Penalty: 5672.406250
	Iteration 5F: 3 clusters Score -1.256342e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -12567603.000000 Penalty: 5672.406250
	Iteration 6F: 3 clusters Score -1.25676e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67595 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -12572812.000000 Penalty: 5672.406250
	Iteration 7F: 3 clusters Score -1.257281e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73672 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -12578124.000000 Penalty: 5672.406250
	Iteration 8F: 3 clusters Score -1.257812e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78825 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -12582334.000000 Penalty: 5672.406250
	Iteration 9F: 3 clusters Score -1.258233e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82569 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -12585140.000000 Penalty: 5672.406250
	Iteration 10Q: 3 clusters Score -1.258514e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85269 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -12586969.000000 Penalty: 5672.406250
	Iteration 11Q: 3 clusters Score -1.258697e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -12588104.000000 Penalty: 5672.406250
	Iteration 12Q: 3 clusters Score -1.25881e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88493 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -12588872.000000 Penalty: 5672.406250
	Iteration 13Q: 3 clusters Score -1.258887e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89396 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -12589361.000000 Penalty: 5672.406250
	Iteration 14Q: 3 clusters Score -1.258936e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -12589661.000000 Penalty: 5672.406250
	Iteration 15Q: 3 clusters Score -1.258966e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90463 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -12589844.000000 Penalty: 5672.406250
	Iteration 16Q: 3 clusters Score -1.258984e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90741 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -12589972.000000 Penalty: 5672.406250
	Iteration 17Q: 3 clusters Score -1.258997e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90938 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -12590069.000000 Penalty: 5672.406250
	Iteration 18Q: 3 clusters Score -1.259007e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91088 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -12590130.000000 Penalty: 5672.406250
	Iteration 19Q: 3 clusters Score -1.259013e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -12590164.000000 Penalty: 5672.406250
	Iteration 20F: 3 clusters Score -1.259016e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91280 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -12590240.000000 Penalty: 5672.406250
	Iteration 21Q: 3 clusters Score -1.259024e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91336 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -12590243.000000 Penalty: 5672.406250
	Iteration 22Q: 3 clusters Score -1.259024e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91382 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -12590256.000000 Penalty: 5672.406250
	Iteration 23Q: 3 clusters Score -1.259026e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91426 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -12590281.000000 Penalty: 5672.406250
	Iteration 24Q: 3 clusters Score -1.259028e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91465 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -12590301.000000 Penalty: 5672.406250
	Iteration 25Q: 3 clusters Score -1.25903e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91496 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -12590319.000000 Penalty: 5672.406250
	Iteration 26Q: 3 clusters Score -1.259032e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91513 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -12590331.000000 Penalty: 5672.406250
	Iteration 27Q: 3 clusters Score -1.259033e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91527 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -12590334.000000 Penalty: 5672.406250
	Iteration 28Q: 3 clusters Score -1.259033e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -12590342.000000 Penalty: 5672.406250
	Iteration 29Q: 3 clusters Score -1.259034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -12590358.000000 Penalty: 5672.406250
	Iteration 30Q: 3 clusters Score -1.259036e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91563 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -12590355.000000 Penalty: 5672.406250
	Iteration 31Q: 3 clusters Score -1.259036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91574 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -12590354.000000 Penalty: 5672.406250
	Iteration 32Q: 3 clusters Score -1.259035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91582 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -12590370.000000 Penalty: 5672.406250
	Iteration 33Q: 3 clusters Score -1.259037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91585 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -12590373.000000 Penalty: 5672.406250
	Iteration 34Q: 3 clusters Score -1.259037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -12590384.000000 Penalty: 5672.406250
	Iteration 35Q: 3 clusters Score -1.259038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91598 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -12590387.000000 Penalty: 5672.406250
	Iteration 36Q: 3 clusters Score -1.259039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -12590382.000000 Penalty: 5672.406250
	Iteration 37Q: 3 clusters Score -1.259038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91605 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -12590375.000000 Penalty: 5672.406250
	Iteration 38Q: 3 clusters Score -1.259038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91610 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -12590380.000000 Penalty: 5672.406250
	Iteration 39Q: 3 clusters Score -1.259038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91615 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -12590381.000000 Penalty: 5672.406250
	Iteration 40F: 3 clusters Score -1.259038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91615 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -12590387.000000 Penalty: 5672.406250
	Iteration 41Q: 3 clusters Score -1.259039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91617 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -12590374.000000 Penalty: 5672.406250
	Iteration 42Q: 3 clusters Score -1.259037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91619 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -12590379.000000 Penalty: 5672.406250
	Iteration 43Q: 3 clusters Score -1.259038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91624 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -12590377.000000 Penalty: 5672.406250
	Iteration 44Q: 3 clusters Score -1.259038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91628 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -12590382.000000 Penalty: 5672.406250
	Iteration 45Q: 3 clusters Score -1.259038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91630 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -12590382.000000 Penalty: 5672.406250
	Iteration 46Q: 3 clusters Score -1.259038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91632 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -12590372.000000 Penalty: 5672.406250
	Iteration 47Q: 3 clusters Score -1.259037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91634 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -12590369.000000 Penalty: 5672.406250
	Iteration 48Q: 3 clusters Score -1.259037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91636 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -12590366.000000 Penalty: 5672.406250
	Iteration 49Q: 3 clusters Score -1.259037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91637 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -12590363.000000 Penalty: 5672.406250
	Iteration 50Q: 3 clusters Score -1.259036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91640 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -12590364.000000 Penalty: 5672.406250
	Iteration 51Q: 3 clusters Score -1.259036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91644 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -12590372.000000 Penalty: 5672.406250
	Iteration 52Q: 3 clusters Score -1.259037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91646 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -12590370.000000 Penalty: 5672.406250
	Iteration 53Q: 3 clusters Score -1.259037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91646 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -12590361.000000 Penalty: 5672.406250
	Iteration 54Q: 3 clusters Score -1.259036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91648 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -12590368.000000 Penalty: 5672.406250
	Iteration 55Q: 3 clusters Score -1.259037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91648 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -12590375.000000 Penalty: 5672.406250
	Iteration 56Q: 3 clusters Score -1.259038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91647 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -12590366.000000 Penalty: 5672.406250
	Iteration 57Q: 3 clusters Score -1.259037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91647 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -12590366.000000 Penalty: 5672.406250
	Iteration 58F: 3 clusters Score -1.259037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Entering Unmasked Estep 
Score: -2072615.000000 Penalty: 2419.495605
	Iteration 0F: 2 clusters Score -2072615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2060378.000000 Penalty: 4838.991211
	Iteration 0F: 3 clusters Score -2060378 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2065140.500000 Penalty: 4838.991211
	Iteration 1F: 3 clusters Score -2065140 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2067032.000000 Penalty: 4838.991211
	Iteration 2F: 3 clusters Score -2067032 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2069266.625000 Penalty: 4838.991211
	Iteration 3F: 3 clusters Score -2069267 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2070782.625000 Penalty: 4838.991211
	Iteration 4F: 3 clusters Score -2070783 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2071571.750000 Penalty: 4838.991211
	Iteration 5F: 3 clusters Score -2071572 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2071991.500000 Penalty: 4838.991211
	Iteration 6Q: 3 clusters Score -2071992 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2072283.250000 Penalty: 4838.991211
	Iteration 7Q: 3 clusters Score -2072283 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2072536.875000 Penalty: 4838.991211
	Iteration 8Q: 3 clusters Score -2072537 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2072751.125000 Penalty: 4838.991211
	Iteration 9Q: 3 clusters Score -2072751 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2072926.125000 Penalty: 4838.991211
	Iteration 10Q: 3 clusters Score -2072926 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2073086.375000 Penalty: 4838.991211
	Iteration 11Q: 3 clusters Score -2073086 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2073235.500000 Penalty: 4838.991211
	Iteration 12Q: 3 clusters Score -2073236 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2073373.250000 Penalty: 4838.991211
	Iteration 13Q: 3 clusters Score -2073373 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2073486.625000 Penalty: 4838.991211
	Iteration 14Q: 3 clusters Score -2073487 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2073562.625000 Penalty: 4838.991211
	Iteration 15Q: 3 clusters Score -2073563 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2073610.000000 Penalty: 4838.991211
	Iteration 16Q: 3 clusters Score -2073610 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2073658.625000 Penalty: 4838.991211
	Iteration 17Q: 3 clusters Score -2073659 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2073715.625000 Penalty: 4838.991211
	Iteration 18Q: 3 clusters Score -2073716 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2073737.000000 Penalty: 4838.991211
	Iteration 19Q: 3 clusters Score -2073737 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2073768.625000 Penalty: 4838.991211
	Iteration 20F: 3 clusters Score -2073769 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2073791.000000 Penalty: 4838.991211
	Iteration 21Q: 3 clusters Score -2073791 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2073811.500000 Penalty: 4838.991211
	Iteration 22Q: 3 clusters Score -2073812 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2073830.000000 Penalty: 4838.991211
	Iteration 23Q: 3 clusters Score -2073830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2073854.125000 Penalty: 4838.991211
	Iteration 24Q: 3 clusters Score -2073854 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2073876.375000 Penalty: 4838.991211
	Iteration 25Q: 3 clusters Score -2073876 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2073901.750000 Penalty: 4838.991211
	Iteration 26Q: 3 clusters Score -2073902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2073912.125000 Penalty: 4838.991211
	Iteration 27Q: 3 clusters Score -2073912 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2073927.125000 Penalty: 4838.991211
	Iteration 28Q: 3 clusters Score -2073927 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2073932.625000 Penalty: 4838.991211
	Iteration 29Q: 3 clusters Score -2073933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2073933.375000 Penalty: 4838.991211
	Iteration 30Q: 3 clusters Score -2073933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2073941.000000 Penalty: 4838.991211
	Iteration 31Q: 3 clusters Score -2073941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2073947.875000 Penalty: 4838.991211
	Iteration 32Q: 3 clusters Score -2073948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2073953.750000 Penalty: 4838.991211
	Iteration 33Q: 3 clusters Score -2073954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2073957.625000 Penalty: 4838.991211
	Iteration 34Q: 3 clusters Score -2073958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2073965.750000 Penalty: 4838.991211
	Iteration 35Q: 3 clusters Score -2073966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2073961.750000 Penalty: 4838.991211
	Iteration 36Q: 3 clusters Score -2073962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2073966.125000 Penalty: 4838.991211
	Iteration 37Q: 3 clusters Score -2073966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2073963.375000 Penalty: 4838.991211
	Iteration 38Q: 3 clusters Score -2073963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2073967.375000 Penalty: 4838.991211
	Iteration 39Q: 3 clusters Score -2073967 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2073973.375000 Penalty: 4838.991211
	Iteration 40F: 3 clusters Score -2073973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2073976.375000 Penalty: 4838.991211
	Iteration 41Q: 3 clusters Score -2073976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2073982.625000 Penalty: 4838.991211
	Iteration 42Q: 3 clusters Score -2073983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2073996.000000 Penalty: 4838.991211
	Iteration 43Q: 3 clusters Score -2073996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2073997.750000 Penalty: 4838.991211
	Iteration 44Q: 3 clusters Score -2073998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2074001.750000 Penalty: 4838.991211
	Iteration 45Q: 3 clusters Score -2074002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2074011.375000 Penalty: 4838.991211
	Iteration 46Q: 3 clusters Score -2074011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2074016.625000 Penalty: 4838.991211
	Iteration 47Q: 3 clusters Score -2074017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2074019.875000 Penalty: 4838.991211
	Iteration 48Q: 3 clusters Score -2074020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2074022.875000 Penalty: 4838.991211
	Iteration 49Q: 3 clusters Score -2074023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2074026.125000 Penalty: 4838.991211
	Iteration 50Q: 3 clusters Score -2074026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2074027.000000 Penalty: 4838.991211
	Iteration 51Q: 3 clusters Score -2074027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2074033.750000 Penalty: 4838.991211
	Iteration 52Q: 3 clusters Score -2074034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2074039.875000 Penalty: 4838.991211
	Iteration 53Q: 3 clusters Score -2074040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2074043.125000 Penalty: 4838.991211
	Iteration 54Q: 3 clusters Score -2074043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2074044.750000 Penalty: 4838.991211
	Iteration 55Q: 3 clusters Score -2074045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2074047.750000 Penalty: 4838.991211
	Iteration 56Q: 3 clusters Score -2074048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2074053.500000 Penalty: 4838.991211
	Iteration 57Q: 3 clusters Score -2074054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2074063.625000 Penalty: 4838.991211
	Iteration 58Q: 3 clusters Score -2074064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2074069.750000 Penalty: 4838.991211
	Iteration 59Q: 3 clusters Score -2074070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2074065.875000 Penalty: 4838.991211
	Iteration 60F: 3 clusters Score -2074066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2074069.375000 Penalty: 4838.991211
	Iteration 61Q: 3 clusters Score -2074069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2074070.375000 Penalty: 4838.991211
	Iteration 62Q: 3 clusters Score -2074070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2074073.750000 Penalty: 4838.991211
	Iteration 63Q: 3 clusters Score -2074074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2074078.000000 Penalty: 4838.991211
	Iteration 64Q: 3 clusters Score -2074078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2074080.125000 Penalty: 4838.991211
	Iteration 65Q: 3 clusters Score -2074080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2074086.125000 Penalty: 4838.991211
	Iteration 66Q: 3 clusters Score -2074086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2074088.250000 Penalty: 4838.991211
	Iteration 67Q: 3 clusters Score -2074088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2074089.375000 Penalty: 4838.991211
	Iteration 68Q: 3 clusters Score -2074089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2074090.875000 Penalty: 4838.991211
	Iteration 69Q: 3 clusters Score -2074091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2074102.125000 Penalty: 4838.991211
	Iteration 70Q: 3 clusters Score -2074102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2074111.000000 Penalty: 4838.991211
	Iteration 71Q: 3 clusters Score -2074111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2074123.625000 Penalty: 4838.991211
	Iteration 72Q: 3 clusters Score -2074124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2074129.375000 Penalty: 4838.991211
	Iteration 73Q: 3 clusters Score -2074129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2074139.750000 Penalty: 4838.991211
	Iteration 74Q: 3 clusters Score -2074140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2074148.000000 Penalty: 4838.991211
	Iteration 75Q: 3 clusters Score -2074148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2074155.625000 Penalty: 4838.991211
	Iteration 76Q: 3 clusters Score -2074156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2074161.250000 Penalty: 4838.991211
	Iteration 77Q: 3 clusters Score -2074161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2074162.375000 Penalty: 4838.991211
	Iteration 78Q: 3 clusters Score -2074162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2074165.750000 Penalty: 4838.991211
	Iteration 79Q: 3 clusters Score -2074166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2074171.000000 Penalty: 4838.991211
	Iteration 80F: 3 clusters Score -2074171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2074170.250000 Penalty: 4838.991211
	Iteration 81Q: 3 clusters Score -2074170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2074171.375000 Penalty: 4838.991211
	Iteration 82Q: 3 clusters Score -2074171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2074174.750000 Penalty: 4838.991211
	Iteration 83Q: 3 clusters Score -2074175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2074177.125000 Penalty: 4838.991211
	Iteration 84Q: 3 clusters Score -2074177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2074173.000000 Penalty: 4838.991211
	Iteration 85Q: 3 clusters Score -2074173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2074176.625000 Penalty: 4838.991211
	Iteration 86Q: 3 clusters Score -2074177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2074176.625000 Penalty: 4838.991211
	Iteration 87F: 3 clusters Score -2074177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 14230 members 
Mstep: Class 3 contains 8116 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 20211 members 
Mstep: Class 6 contains 53579 members 
Mstep: Class 7 contains 92624 members 
Mstep: Class 8 contains 4721 members 
Mstep: Class 9 contains 12298 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 167751 members 
Mstep: Class 12 contains 3060 members 
Mstep: Class 13 contains 27700 members 
Mstep: Class 14 contains 14139 members 
Mstep: Class 15 contains 1127 members 
Mstep: Class 16 contains 66305 members 
Mstep: Class 17 contains 15121 members 
Mstep: Class 18 contains 43491 members 
Mstep: Class 19 contains 158442 members 
Mstep: Class 20 contains 16577 members 
Mstep: Class 21 contains 15683 members 
Mstep: Class 22 contains 12537 members 
Entering Unmasked Estep 
Score: -100848408.000000 Penalty: 73905.921875
Splitting cluster 8 changes total score from -100838696.000000 to -100848408.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (12298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Entering Unmasked Estep 
Score: -1532143.750000 Penalty: 2335.463379
	Iteration 0F: 2 clusters Score -1532144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1523112.750000 Penalty: 4670.926758
	Iteration 0F: 3 clusters Score -1523113 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1526552.125000 Penalty: 4670.926758
	Iteration 1F: 3 clusters Score -1526552 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1527984.375000 Penalty: 4670.926758
	Iteration 2F: 3 clusters Score -1527984 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1529424.500000 Penalty: 4670.926758
	Iteration 3F: 3 clusters Score -1529424 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1530761.125000 Penalty: 4670.926758
	Iteration 4F: 3 clusters Score -1530761 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1531992.000000 Penalty: 4670.926758
	Iteration 5F: 3 clusters Score -1531992 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1533108.250000 Penalty: 4670.926758
	Iteration 6F: 3 clusters Score -1533108 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1533964.750000 Penalty: 4670.926758
	Iteration 7F: 3 clusters Score -1533965 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1534417.250000 Penalty: 4670.926758
	Iteration 8Q: 3 clusters Score -1534417 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1534647.875000 Penalty: 4670.926758
	Iteration 9Q: 3 clusters Score -1534648 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1534761.250000 Penalty: 4670.926758
	Iteration 10Q: 3 clusters Score -1534761 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1534831.875000 Penalty: 4670.926758
	Iteration 11Q: 3 clusters Score -1534832 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1534886.000000 Penalty: 4670.926758
	Iteration 12Q: 3 clusters Score -1534886 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1534921.750000 Penalty: 4670.926758
	Iteration 13Q: 3 clusters Score -1534922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1534939.375000 Penalty: 4670.926758
	Iteration 14Q: 3 clusters Score -1534939 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1534951.875000 Penalty: 4670.926758
	Iteration 15Q: 3 clusters Score -1534952 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1534970.250000 Penalty: 4670.926758
	Iteration 16Q: 3 clusters Score -1534970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1534975.000000 Penalty: 4670.926758
	Iteration 17Q: 3 clusters Score -1534975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1534988.500000 Penalty: 4670.926758
	Iteration 18Q: 3 clusters Score -1534988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1534995.000000 Penalty: 4670.926758
	Iteration 19Q: 3 clusters Score -1534995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1534999.750000 Penalty: 4670.926758
	Iteration 20F: 3 clusters Score -1535000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1535010.375000 Penalty: 4670.926758
	Iteration 21Q: 3 clusters Score -1535010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1535021.250000 Penalty: 4670.926758
	Iteration 22Q: 3 clusters Score -1535021 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1535041.375000 Penalty: 4670.926758
	Iteration 23Q: 3 clusters Score -1535041 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1535068.000000 Penalty: 4670.926758
	Iteration 24Q: 3 clusters Score -1535068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1535099.625000 Penalty: 4670.926758
	Iteration 25Q: 3 clusters Score -1535100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1535116.625000 Penalty: 4670.926758
	Iteration 26Q: 3 clusters Score -1535117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1535120.625000 Penalty: 4670.926758
	Iteration 27Q: 3 clusters Score -1535121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1535124.875000 Penalty: 4670.926758
	Iteration 28Q: 3 clusters Score -1535125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1535127.250000 Penalty: 4670.926758
	Iteration 29Q: 3 clusters Score -1535127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1535124.125000 Penalty: 4670.926758
	Iteration 30Q: 3 clusters Score -1535124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1535125.375000 Penalty: 4670.926758
	Iteration 31Q: 3 clusters Score -1535125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1535126.750000 Penalty: 4670.926758
	Iteration 32Q: 3 clusters Score -1535127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1535126.500000 Penalty: 4670.926758
	Iteration 33Q: 3 clusters Score -1535126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1535130.125000 Penalty: 4670.926758
	Iteration 34Q: 3 clusters Score -1535130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1535130.000000 Penalty: 4670.926758
	Iteration 35Q: 3 clusters Score -1535130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1535130.000000 Penalty: 4670.926758
	Iteration 36F: 3 clusters Score -1535130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 14230 members 
Mstep: Class 3 contains 8116 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 20211 members 
Mstep: Class 6 contains 53579 members 
Mstep: Class 7 contains 92624 members 
Mstep: Class 8 contains 4721 members 
Mstep: Class 9 contains 8246 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 167751 members 
Mstep: Class 12 contains 3060 members 
Mstep: Class 13 contains 27700 members 
Mstep: Class 14 contains 14139 members 
Mstep: Class 15 contains 1127 members 
Mstep: Class 16 contains 66305 members 
Mstep: Class 17 contains 15121 members 
Mstep: Class 18 contains 43491 members 
Mstep: Class 19 contains 158442 members 
Mstep: Class 20 contains 16577 members 
Mstep: Class 21 contains 15683 members 
Mstep: Class 22 contains 12537 members 
Mstep: Class 23 contains 4052 members 
Entering Unmasked Estep 
Score: -100850808.000000 Penalty: 77265.281250
Splitting cluster 9 changes total score from -100838696.000000 to -100850808.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (2094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Entering Unmasked Estep 
Score: -285176.187500 Penalty: 1896.414185
	Iteration 0F: 2 clusters Score -285176.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -282516.562500 Penalty: 3792.828369
	Iteration 0F: 3 clusters Score -282516.6 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -283021.875000 Penalty: 3792.828369
	Iteration 1F: 3 clusters Score -283021.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -283139.625000 Penalty: 3792.828369
	Iteration 2F: 3 clusters Score -283139.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -283206.593750 Penalty: 3792.828369
	Iteration 3Q: 3 clusters Score -283206.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -283264.968750 Penalty: 3792.828369
	Iteration 4Q: 3 clusters Score -283265 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -283316.156250 Penalty: 3792.828369
	Iteration 5Q: 3 clusters Score -283316.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -283387.625000 Penalty: 3792.828369
	Iteration 6Q: 3 clusters Score -283387.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -283443.250000 Penalty: 3792.828369
	Iteration 7Q: 3 clusters Score -283443.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -283510.875000 Penalty: 3792.828369
	Iteration 8Q: 3 clusters Score -283510.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -283623.750000 Penalty: 3792.828369
	Iteration 9Q: 3 clusters Score -283623.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -283725.312500 Penalty: 3792.828369
	Iteration 10Q: 3 clusters Score -283725.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -283786.687500 Penalty: 3792.828369
	Iteration 11Q: 3 clusters Score -283786.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -283828.500000 Penalty: 3792.828369
	Iteration 12Q: 3 clusters Score -283828.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -283859.562500 Penalty: 3792.828369
	Iteration 13Q: 3 clusters Score -283859.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -283894.250000 Penalty: 3792.828369
	Iteration 14Q: 3 clusters Score -283894.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -283935.093750 Penalty: 3792.828369
	Iteration 15Q: 3 clusters Score -283935.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -283974.531250 Penalty: 3792.828369
	Iteration 16Q: 3 clusters Score -283974.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -284005.156250 Penalty: 3792.828369
	Iteration 17Q: 3 clusters Score -284005.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -284032.562500 Penalty: 3792.828369
	Iteration 18Q: 3 clusters Score -284032.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -284050.000000 Penalty: 3792.828369
	Iteration 19Q: 3 clusters Score -284050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -284073.593750 Penalty: 3792.828369
	Iteration 20F: 3 clusters Score -284073.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -284097.718750 Penalty: 3792.828369
	Iteration 21Q: 3 clusters Score -284097.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -284121.250000 Penalty: 3792.828369
	Iteration 22Q: 3 clusters Score -284121.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -284154.250000 Penalty: 3792.828369
	Iteration 23Q: 3 clusters Score -284154.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -284175.312500 Penalty: 3792.828369
	Iteration 24Q: 3 clusters Score -284175.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -284193.000000 Penalty: 3792.828369
	Iteration 25Q: 3 clusters Score -284193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -284213.406250 Penalty: 3792.828369
	Iteration 26Q: 3 clusters Score -284213.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -284227.593750 Penalty: 3792.828369
	Iteration 27Q: 3 clusters Score -284227.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -284236.687500 Penalty: 3792.828369
	Iteration 28Q: 3 clusters Score -284236.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -284243.062500 Penalty: 3792.828369
	Iteration 29Q: 3 clusters Score -284243.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -284252.562500 Penalty: 3792.828369
	Iteration 30Q: 3 clusters Score -284252.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -284259.312500 Penalty: 3792.828369
	Iteration 31Q: 3 clusters Score -284259.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -284266.625000 Penalty: 3792.828369
	Iteration 32Q: 3 clusters Score -284266.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -284272.781250 Penalty: 3792.828369
	Iteration 33Q: 3 clusters Score -284272.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -284278.375000 Penalty: 3792.828369
	Iteration 34Q: 3 clusters Score -284278.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -284282.125000 Penalty: 3792.828369
	Iteration 35Q: 3 clusters Score -284282.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -284286.406250 Penalty: 3792.828369
	Iteration 36Q: 3 clusters Score -284286.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -284289.406250 Penalty: 3792.828369
	Iteration 37Q: 3 clusters Score -284289.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -284292.093750 Penalty: 3792.828369
	Iteration 38Q: 3 clusters Score -284292.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -284295.687500 Penalty: 3792.828369
	Iteration 39Q: 3 clusters Score -284295.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -284299.562500 Penalty: 3792.828369
	Iteration 40F: 3 clusters Score -284299.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -284300.687500 Penalty: 3792.828369
	Iteration 41Q: 3 clusters Score -284300.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -284301.968750 Penalty: 3792.828369
	Iteration 42Q: 3 clusters Score -284302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -284303.343750 Penalty: 3792.828369
	Iteration 43Q: 3 clusters Score -284303.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -284305.187500 Penalty: 3792.828369
	Iteration 44Q: 3 clusters Score -284305.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -284306.562500 Penalty: 3792.828369
	Iteration 45Q: 3 clusters Score -284306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -284307.406250 Penalty: 3792.828369
	Iteration 46Q: 3 clusters Score -284307.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -284307.406250 Penalty: 3792.828369
	Iteration 47F: 3 clusters Score -284307.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167751 members 
Entering Unmasked Estep 
Score: -22940830.000000 Penalty: 2983.498535
	Iteration 0F: 2 clusters Score -2.294083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 83683 members 
Entering Unmasked Estep 
Score: -22828884.000000 Penalty: 5966.997070
	Iteration 0F: 3 clusters Score -2.282888e+07 nChanged 80078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86250 members 
Mstep: Class 2 contains 81501 members 
Entering Unmasked Estep 
Score: -22875336.000000 Penalty: 5966.997070
	Iteration 1F: 3 clusters Score -2.287534e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87546 members 
Mstep: Class 2 contains 80205 members 
Entering Unmasked Estep 
Score: -22876212.000000 Penalty: 5966.997070
	Iteration 2Q: 3 clusters Score -2.287621e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 78202 members 
Entering Unmasked Estep 
Score: -22877302.000000 Penalty: 5966.997070
	Iteration 3Q: 3 clusters Score -2.28773e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92667 members 
Mstep: Class 2 contains 75084 members 
Entering Unmasked Estep 
Score: -22878866.000000 Penalty: 5966.997070
	Iteration 4Q: 3 clusters Score -2.287887e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97404 members 
Mstep: Class 2 contains 70347 members 
Entering Unmasked Estep 
Score: -22881188.000000 Penalty: 5966.997070
	Iteration 5Q: 3 clusters Score -2.288119e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104298 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -22884858.000000 Penalty: 5966.997070
	Iteration 6Q: 3 clusters Score -2.288486e+07 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113920 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -22891192.000000 Penalty: 5966.997070
	Iteration 7F: 3 clusters Score -2.289119e+07 nChanged 12236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126000 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -22900492.000000 Penalty: 5966.997070
	Iteration 8F: 3 clusters Score -2.290049e+07 nChanged 13523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139495 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -22912282.000000 Penalty: 5966.997070
	Iteration 9F: 3 clusters Score -2.291228e+07 nChanged 12081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151570 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -22923510.000000 Penalty: 5966.997070
	Iteration 10F: 3 clusters Score -2.292351e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159969 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -22931258.000000 Penalty: 5966.997070
	Iteration 11F: 3 clusters Score -2.293126e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164446 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -22935338.000000 Penalty: 5966.997070
	Iteration 12Q: 3 clusters Score -2.293534e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166403 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -22937038.000000 Penalty: 5966.997070
	Iteration 13Q: 3 clusters Score -2.293704e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167066 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -22937640.000000 Penalty: 5966.997070
	Iteration 14Q: 3 clusters Score -2.293764e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167261 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -22937856.000000 Penalty: 5966.997070
	Iteration 15Q: 3 clusters Score -2.293786e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167343 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -22938012.000000 Penalty: 5966.997070
	Iteration 16Q: 3 clusters Score -2.293801e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167382 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -22938104.000000 Penalty: 5966.997070
	Iteration 17Q: 3 clusters Score -2.29381e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167407 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -22938152.000000 Penalty: 5966.997070
	Iteration 18Q: 3 clusters Score -2.293815e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167426 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -22938194.000000 Penalty: 5966.997070
	Iteration 19Q: 3 clusters Score -2.293819e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167440 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -22938208.000000 Penalty: 5966.997070
	Iteration 20F: 3 clusters Score -2.293821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167442 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -22938228.000000 Penalty: 5966.997070
	Iteration 21Q: 3 clusters Score -2.293823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167451 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -22938234.000000 Penalty: 5966.997070
	Iteration 22Q: 3 clusters Score -2.293823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167454 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -22938254.000000 Penalty: 5966.997070
	Iteration 23Q: 3 clusters Score -2.293825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167457 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -22938258.000000 Penalty: 5966.997070
	Iteration 24Q: 3 clusters Score -2.293826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167458 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -22938274.000000 Penalty: 5966.997070
	Iteration 25Q: 3 clusters Score -2.293827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167459 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -22938274.000000 Penalty: 5966.997070
	Iteration 26Q: 3 clusters Score -2.293827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167460 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -22938266.000000 Penalty: 5966.997070
	Iteration 27Q: 3 clusters Score -2.293827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167461 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -22938276.000000 Penalty: 5966.997070
	Iteration 28Q: 3 clusters Score -2.293828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167462 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22938278.000000 Penalty: 5966.997070
	Iteration 29Q: 3 clusters Score -2.293828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167464 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22938278.000000 Penalty: 5966.997070
	Iteration 30Q: 3 clusters Score -2.293828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167465 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22938270.000000 Penalty: 5966.997070
	Iteration 31Q: 3 clusters Score -2.293827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167465 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22938270.000000 Penalty: 5966.997070
	Iteration 32F: 3 clusters Score -2.293827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Entering Unmasked Estep 
Score: -351931.250000 Penalty: 1990.490112
	Iteration 0F: 2 clusters Score -351931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -349012.843750 Penalty: 3980.980225
	Iteration 0F: 3 clusters Score -349012.8 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -353978.875000 Penalty: 3980.980225
	Iteration 1F: 3 clusters Score -353978.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -357646.593750 Penalty: 3980.980225
	Iteration 2F: 3 clusters Score -357646.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -360118.031250 Penalty: 3980.980225
	Iteration 3F: 3 clusters Score -360118 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -360974.187500 Penalty: 3980.980225
	Iteration 4Q: 3 clusters Score -360974.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -361166.031250 Penalty: 3980.980225
	Iteration 5Q: 3 clusters Score -361166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -361239.718750 Penalty: 3980.980225
	Iteration 6Q: 3 clusters Score -361239.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -361312.156250 Penalty: 3980.980225
	Iteration 7Q: 3 clusters Score -361312.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -361340.312500 Penalty: 3980.980225
	Iteration 8Q: 3 clusters Score -361340.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -361356.031250 Penalty: 3980.980225
	Iteration 9Q: 3 clusters Score -361356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -361376.093750 Penalty: 3980.980225
	Iteration 10Q: 3 clusters Score -361376.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -361403.250000 Penalty: 3980.980225
	Iteration 11Q: 3 clusters Score -361403.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -361424.625000 Penalty: 3980.980225
	Iteration 12Q: 3 clusters Score -361424.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -361439.468750 Penalty: 3980.980225
	Iteration 13Q: 3 clusters Score -361439.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -361445.687500 Penalty: 3980.980225
	Iteration 14Q: 3 clusters Score -361445.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -361446.750000 Penalty: 3980.980225
	Iteration 15Q: 3 clusters Score -361446.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -361449.656250 Penalty: 3980.980225
	Iteration 16Q: 3 clusters Score -361449.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -361450.562500 Penalty: 3980.980225
	Iteration 17Q: 3 clusters Score -361450.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -361505.750000 Penalty: 3980.980225
	Iteration 18F: 3 clusters Score -361505.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -361656.937500 Penalty: 3980.980225
	Iteration 19Q: 3 clusters Score -361656.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -361688.687500 Penalty: 3980.980225
	Iteration 20F: 3 clusters Score -361688.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -361773.437500 Penalty: 3980.980225
	Iteration 21Q: 3 clusters Score -361773.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -361815.437500 Penalty: 3980.980225
	Iteration 22Q: 3 clusters Score -361815.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -361816.281250 Penalty: 3980.980225
	Iteration 23Q: 3 clusters Score -361816.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -361816.843750 Penalty: 3980.980225
	Iteration 24Q: 3 clusters Score -361816.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -361816.843750 Penalty: 3980.980225
	Iteration 25F: 3 clusters Score -361816.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 14230 members 
Mstep: Class 3 contains 8116 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 20211 members 
Mstep: Class 6 contains 53579 members 
Mstep: Class 7 contains 92624 members 
Mstep: Class 8 contains 4721 members 
Mstep: Class 9 contains 8246 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 167751 members 
Mstep: Class 12 contains 2470 members 
Mstep: Class 13 contains 27700 members 
Mstep: Class 14 contains 14139 members 
Mstep: Class 15 contains 1127 members 
Mstep: Class 16 contains 66305 members 
Mstep: Class 17 contains 15121 members 
Mstep: Class 18 contains 43491 members 
Mstep: Class 19 contains 158442 members 
Mstep: Class 20 contains 16577 members 
Mstep: Class 21 contains 15683 members 
Mstep: Class 22 contains 12537 members 
Mstep: Class 23 contains 4052 members 
Mstep: Class 24 contains 590 members 
Entering Unmasked Estep 
Score: -100859520.000000 Penalty: 80624.640625
Splitting cluster 12 changes total score from -100838696.000000 to -100859520.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (27700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Entering Unmasked Estep 
Score: -3691208.250000 Penalty: 2536.838623
	Iteration 0F: 2 clusters Score -3691208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3672467.250000 Penalty: 5073.677246
	Iteration 0F: 3 clusters Score -3672467 nChanged 12378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3680751.500000 Penalty: 5073.677246
	Iteration 1F: 3 clusters Score -3680752 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3682409.000000 Penalty: 5073.677246
	Iteration 2F: 3 clusters Score -3682409 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3683700.000000 Penalty: 5073.677246
	Iteration 3F: 3 clusters Score -3683700 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -3684988.000000 Penalty: 5073.677246
	Iteration 4F: 3 clusters Score -3684988 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -3686299.000000 Penalty: 5073.677246
	Iteration 5F: 3 clusters Score -3686299 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3687567.000000 Penalty: 5073.677246
	Iteration 6F: 3 clusters Score -3687567 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -3688671.000000 Penalty: 5073.677246
	Iteration 7F: 3 clusters Score -3688671 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -3689507.250000 Penalty: 5073.677246
	Iteration 8Q: 3 clusters Score -3689507 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -3690156.500000 Penalty: 5073.677246
	Iteration 9Q: 3 clusters Score -3690156 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3690709.750000 Penalty: 5073.677246
	Iteration 10Q: 3 clusters Score -3690710 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -3691160.000000 Penalty: 5073.677246
	Iteration 11Q: 3 clusters Score -3691160 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -3691548.750000 Penalty: 5073.677246
	Iteration 12Q: 3 clusters Score -3691549 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -3691843.750000 Penalty: 5073.677246
	Iteration 13Q: 3 clusters Score -3691844 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -3692034.250000 Penalty: 5073.677246
	Iteration 14Q: 3 clusters Score -3692034 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -3692171.750000 Penalty: 5073.677246
	Iteration 15Q: 3 clusters Score -3692172 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3692285.500000 Penalty: 5073.677246
	Iteration 16Q: 3 clusters Score -3692286 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3692397.500000 Penalty: 5073.677246
	Iteration 17Q: 3 clusters Score -3692398 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3692484.250000 Penalty: 5073.677246
	Iteration 18Q: 3 clusters Score -3692484 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -3692617.250000 Penalty: 5073.677246
	Iteration 19Q: 3 clusters Score -3692617 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -3692927.750000 Penalty: 5073.677246
	Iteration 20F: 3 clusters Score -3692928 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -3693086.000000 Penalty: 5073.677246
	Iteration 21Q: 3 clusters Score -3693086 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -3693128.250000 Penalty: 5073.677246
	Iteration 22Q: 3 clusters Score -3693128 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3693146.000000 Penalty: 5073.677246
	Iteration 23Q: 3 clusters Score -3693146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3693159.000000 Penalty: 5073.677246
	Iteration 24Q: 3 clusters Score -3693159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3693158.500000 Penalty: 5073.677246
	Iteration 25Q: 3 clusters Score -3693158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -3693171.500000 Penalty: 5073.677246
	Iteration 26Q: 3 clusters Score -3693172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3693171.000000 Penalty: 5073.677246
	Iteration 27Q: 3 clusters Score -3693171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3693174.250000 Penalty: 5073.677246
	Iteration 28Q: 3 clusters Score -3693174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -3693170.500000 Penalty: 5073.677246
	Iteration 29Q: 3 clusters Score -3693170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3693168.750000 Penalty: 5073.677246
	Iteration 30Q: 3 clusters Score -3693169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3693165.000000 Penalty: 5073.677246
	Iteration 31Q: 3 clusters Score -3693165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3693165.000000 Penalty: 5073.677246
	Iteration 32F: 3 clusters Score -3693165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 14230 members 
Mstep: Class 3 contains 8116 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 20211 members 
Mstep: Class 6 contains 53579 members 
Mstep: Class 7 contains 92624 members 
Mstep: Class 8 contains 4721 members 
Mstep: Class 9 contains 8246 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 167751 members 
Mstep: Class 12 contains 2470 members 
Mstep: Class 13 contains 2778 members 
Mstep: Class 14 contains 14139 members 
Mstep: Class 15 contains 1127 members 
Mstep: Class 16 contains 66305 members 
Mstep: Class 17 contains 15121 members 
Mstep: Class 18 contains 43491 members 
Mstep: Class 19 contains 158442 members 
Mstep: Class 20 contains 16577 members 
Mstep: Class 21 contains 15683 members 
Mstep: Class 22 contains 12537 members 
Mstep: Class 23 contains 4052 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 24922 members 
Entering Unmasked Estep 
Score: -100860512.000000 Penalty: 83984.000000
Splitting cluster 13 changes total score from -100838696.000000 to -100860512.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (14139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Entering Unmasked Estep 
Score: -1860135.875000 Penalty: 2370.059570
	Iteration 0F: 2 clusters Score -1860136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1849788.875000 Penalty: 4740.119141
	Iteration 0F: 3 clusters Score -1849789 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1853523.375000 Penalty: 4740.119141
	Iteration 1F: 3 clusters Score -1853523 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1854796.125000 Penalty: 4740.119141
	Iteration 2F: 3 clusters Score -1854796 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1857153.625000 Penalty: 4740.119141
	Iteration 3F: 3 clusters Score -1857154 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1860119.125000 Penalty: 4740.119141
	Iteration 4F: 3 clusters Score -1860119 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1861948.750000 Penalty: 4740.119141
	Iteration 5F: 3 clusters Score -1861949 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1862975.875000 Penalty: 4740.119141
	Iteration 6F: 3 clusters Score -1862976 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1863430.250000 Penalty: 4740.119141
	Iteration 7Q: 3 clusters Score -1863430 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1863554.500000 Penalty: 4740.119141
	Iteration 8Q: 3 clusters Score -1863554 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1863591.625000 Penalty: 4740.119141
	Iteration 9Q: 3 clusters Score -1863592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1863601.625000 Penalty: 4740.119141
	Iteration 10Q: 3 clusters Score -1863602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1863605.750000 Penalty: 4740.119141
	Iteration 11Q: 3 clusters Score -1863606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1863608.375000 Penalty: 4740.119141
	Iteration 12Q: 3 clusters Score -1863608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1863612.625000 Penalty: 4740.119141
	Iteration 13Q: 3 clusters Score -1863613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1863614.750000 Penalty: 4740.119141
	Iteration 14Q: 3 clusters Score -1863615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1863613.250000 Penalty: 4740.119141
	Iteration 15Q: 3 clusters Score -1863613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1863613.625000 Penalty: 4740.119141
	Iteration 16Q: 3 clusters Score -1863614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1863614.500000 Penalty: 4740.119141
	Iteration 17Q: 3 clusters Score -1863614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1863615.000000 Penalty: 4740.119141
	Iteration 18Q: 3 clusters Score -1863615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1863615.000000 Penalty: 4740.119141
	Iteration 19F: 3 clusters Score -1863615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 14230 members 
Mstep: Class 3 contains 8116 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 20211 members 
Mstep: Class 6 contains 53579 members 
Mstep: Class 7 contains 92624 members 
Mstep: Class 8 contains 4721 members 
Mstep: Class 9 contains 8246 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 167751 members 
Mstep: Class 12 contains 2470 members 
Mstep: Class 13 contains 2778 members 
Mstep: Class 14 contains 7448 members 
Mstep: Class 15 contains 1127 members 
Mstep: Class 16 contains 66305 members 
Mstep: Class 17 contains 15121 members 
Mstep: Class 18 contains 43491 members 
Mstep: Class 19 contains 158442 members 
Mstep: Class 20 contains 16577 members 
Mstep: Class 21 contains 15683 members 
Mstep: Class 22 contains 12537 members 
Mstep: Class 23 contains 4052 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 24922 members 
Mstep: Class 26 contains 6691 members 
Entering Unmasked Estep 
Score: -100863488.000000 Penalty: 87343.359375
Splitting cluster 14 changes total score from -100838696.000000 to -100863488.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -118191.765625 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -118191.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -116329.796875 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -116329.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -117044.593750 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -117044.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -117728.281250 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -117728.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -119096.867188 Penalty: 3485.548096
	Iteration 3F: 3 clusters Score -119096.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -120093.593750 Penalty: 3485.548096
	Iteration 4F: 3 clusters Score -120093.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -120768.359375 Penalty: 3485.548096
	Iteration 5F: 3 clusters Score -120768.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -120942.164062 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -120942.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -120980.296875 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -120980.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -120984.757812 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -120984.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -120986.789062 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -120986.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -120986.789062 Penalty: 3485.548096
	Iteration 10F: 3 clusters Score -120986.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 14230 members 
Mstep: Class 3 contains 8116 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 20211 members 
Mstep: Class 6 contains 53579 members 
Mstep: Class 7 contains 92624 members 
Mstep: Class 8 contains 4721 members 
Mstep: Class 9 contains 8246 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 167751 members 
Mstep: Class 12 contains 2470 members 
Mstep: Class 13 contains 2778 members 
Mstep: Class 14 contains 7448 members 
Mstep: Class 15 contains 811 members 
Mstep: Class 16 contains 66305 members 
Mstep: Class 17 contains 15121 members 
Mstep: Class 18 contains 43491 members 
Mstep: Class 19 contains 158442 members 
Mstep: Class 20 contains 16577 members 
Mstep: Class 21 contains 15683 members 
Mstep: Class 22 contains 12537 members 
Mstep: Class 23 contains 4052 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 24922 members 
Mstep: Class 26 contains 6691 members 
Mstep: Class 27 contains 316 members 
Entering Unmasked Estep 
Score: -100864552.000000 Penalty: 90702.726562
Splitting cluster 15 changes total score from -100838696.000000 to -100864552.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (66305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66305 members 
Entering Unmasked Estep 
Score: -8942112.000000 Penalty: 2753.301025
	Iteration 0F: 2 clusters Score -8942112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -8897718.000000 Penalty: 5506.602051
	Iteration 0F: 3 clusters Score -8897718 nChanged 30927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -8915355.000000 Penalty: 5506.602051
	Iteration 1F: 3 clusters Score -8915355 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -8916662.000000 Penalty: 5506.602051
	Iteration 2Q: 3 clusters Score -8916662 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -8918306.000000 Penalty: 5506.602051
	Iteration 3F: 3 clusters Score -8918306 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -8920836.000000 Penalty: 5506.602051
	Iteration 4F: 3 clusters Score -8920836 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -8923907.000000 Penalty: 5506.602051
	Iteration 5F: 3 clusters Score -8923907 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -8927440.000000 Penalty: 5506.602051
	Iteration 6F: 3 clusters Score -8927440 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -8930845.000000 Penalty: 5506.602051
	Iteration 7F: 3 clusters Score -8930845 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -8933882.000000 Penalty: 5506.602051
	Iteration 8F: 3 clusters Score -8933882 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -8936121.000000 Penalty: 5506.602051
	Iteration 9F: 3 clusters Score -8936121 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -8937545.000000 Penalty: 5506.602051
	Iteration 10Q: 3 clusters Score -8937545 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -8938399.000000 Penalty: 5506.602051
	Iteration 11Q: 3 clusters Score -8938399 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -8939075.000000 Penalty: 5506.602051
	Iteration 12Q: 3 clusters Score -8939075 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -8939529.000000 Penalty: 5506.602051
	Iteration 13Q: 3 clusters Score -8939529 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -8939837.000000 Penalty: 5506.602051
	Iteration 14Q: 3 clusters Score -8939837 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -8940009.000000 Penalty: 5506.602051
	Iteration 15Q: 3 clusters Score -8940009 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -8940181.000000 Penalty: 5506.602051
	Iteration 16Q: 3 clusters Score -8940181 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -8940299.000000 Penalty: 5506.602051
	Iteration 17Q: 3 clusters Score -8940299 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -8940393.000000 Penalty: 5506.602051
	Iteration 18Q: 3 clusters Score -8940393 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -8940460.000000 Penalty: 5506.602051
	Iteration 19Q: 3 clusters Score -8940460 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -8940502.000000 Penalty: 5506.602051
	Iteration 20F: 3 clusters Score -8940502 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -8940549.000000 Penalty: 5506.602051
	Iteration 21Q: 3 clusters Score -8940549 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -8940583.000000 Penalty: 5506.602051
	Iteration 22Q: 3 clusters Score -8940583 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -8940608.000000 Penalty: 5506.602051
	Iteration 23Q: 3 clusters Score -8940608 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -8940631.000000 Penalty: 5506.602051
	Iteration 24Q: 3 clusters Score -8940631 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -8940660.000000 Penalty: 5506.602051
	Iteration 25Q: 3 clusters Score -8940660 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -8940645.000000 Penalty: 5506.602051
	Iteration 26Q: 3 clusters Score -8940645 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -8940685.000000 Penalty: 5506.602051
	Iteration 27Q: 3 clusters Score -8940685 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -8940728.000000 Penalty: 5506.602051
	Iteration 28Q: 3 clusters Score -8940728 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -8940738.000000 Penalty: 5506.602051
	Iteration 29Q: 3 clusters Score -8940738 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -8940762.000000 Penalty: 5506.602051
	Iteration 30Q: 3 clusters Score -8940762 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -8940784.000000 Penalty: 5506.602051
	Iteration 31Q: 3 clusters Score -8940784 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -8940810.000000 Penalty: 5506.602051
	Iteration 32Q: 3 clusters Score -8940810 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -8940847.000000 Penalty: 5506.602051
	Iteration 33Q: 3 clusters Score -8940847 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -8940853.000000 Penalty: 5506.602051
	Iteration 34Q: 3 clusters Score -8940853 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -8940865.000000 Penalty: 5506.602051
	Iteration 35Q: 3 clusters Score -8940865 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -8940870.000000 Penalty: 5506.602051
	Iteration 36Q: 3 clusters Score -8940870 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -8940884.000000 Penalty: 5506.602051
	Iteration 37Q: 3 clusters Score -8940884 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -8940904.000000 Penalty: 5506.602051
	Iteration 38Q: 3 clusters Score -8940904 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -8940944.000000 Penalty: 5506.602051
	Iteration 39Q: 3 clusters Score -8940944 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -8940954.000000 Penalty: 5506.602051
	Iteration 40F: 3 clusters Score -8940954 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -8940969.000000 Penalty: 5506.602051
	Iteration 41Q: 3 clusters Score -8940969 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -8941004.000000 Penalty: 5506.602051
	Iteration 42Q: 3 clusters Score -8941004 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -8941012.000000 Penalty: 5506.602051
	Iteration 43Q: 3 clusters Score -8941012 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -8941039.000000 Penalty: 5506.602051
	Iteration 44Q: 3 clusters Score -8941039 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -8941048.000000 Penalty: 5506.602051
	Iteration 45Q: 3 clusters Score -8941048 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -8941088.000000 Penalty: 5506.602051
	Iteration 46Q: 3 clusters Score -8941088 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -8941089.000000 Penalty: 5506.602051
	Iteration 47Q: 3 clusters Score -8941089 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -8941124.000000 Penalty: 5506.602051
	Iteration 48Q: 3 clusters Score -8941124 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -8941134.000000 Penalty: 5506.602051
	Iteration 49Q: 3 clusters Score -8941134 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -8941148.000000 Penalty: 5506.602051
	Iteration 50Q: 3 clusters Score -8941148 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -8941144.000000 Penalty: 5506.602051
	Iteration 51Q: 3 clusters Score -8941144 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -8941156.000000 Penalty: 5506.602051
	Iteration 52Q: 3 clusters Score -8941156 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -8941182.000000 Penalty: 5506.602051
	Iteration 53Q: 3 clusters Score -8941182 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -8941189.000000 Penalty: 5506.602051
	Iteration 54Q: 3 clusters Score -8941189 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -8941193.000000 Penalty: 5506.602051
	Iteration 55Q: 3 clusters Score -8941193 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -8941222.000000 Penalty: 5506.602051
	Iteration 56Q: 3 clusters Score -8941222 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -8941243.000000 Penalty: 5506.602051
	Iteration 57Q: 3 clusters Score -8941243 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -8941240.000000 Penalty: 5506.602051
	Iteration 58Q: 3 clusters Score -8941240 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -8941269.000000 Penalty: 5506.602051
	Iteration 59Q: 3 clusters Score -8941269 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -8941295.000000 Penalty: 5506.602051
	Iteration 60F: 3 clusters Score -8941295 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -8941302.000000 Penalty: 5506.602051
	Iteration 61Q: 3 clusters Score -8941302 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -8941303.000000 Penalty: 5506.602051
	Iteration 62Q: 3 clusters Score -8941303 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -8941292.000000 Penalty: 5506.602051
	Iteration 63Q: 3 clusters Score -8941292 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -8941284.000000 Penalty: 5506.602051
	Iteration 64Q: 3 clusters Score -8941284 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -8941285.000000 Penalty: 5506.602051
	Iteration 65Q: 3 clusters Score -8941285 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -8941288.000000 Penalty: 5506.602051
	Iteration 66Q: 3 clusters Score -8941288 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -8941289.000000 Penalty: 5506.602051
	Iteration 67Q: 3 clusters Score -8941289 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -8941282.000000 Penalty: 5506.602051
	Iteration 68Q: 3 clusters Score -8941282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -8941293.000000 Penalty: 5506.602051
	Iteration 69Q: 3 clusters Score -8941293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -8941301.000000 Penalty: 5506.602051
	Iteration 70Q: 3 clusters Score -8941301 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -8941291.000000 Penalty: 5506.602051
	Iteration 71Q: 3 clusters Score -8941291 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -8941310.000000 Penalty: 5506.602051
	Iteration 72Q: 3 clusters Score -8941310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -8941316.000000 Penalty: 5506.602051
	Iteration 73Q: 3 clusters Score -8941316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -8941320.000000 Penalty: 5506.602051
	Iteration 74Q: 3 clusters Score -8941320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -8941308.000000 Penalty: 5506.602051
	Iteration 75Q: 3 clusters Score -8941308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -8941320.000000 Penalty: 5506.602051
	Iteration 76Q: 3 clusters Score -8941320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -8941312.000000 Penalty: 5506.602051
	Iteration 77Q: 3 clusters Score -8941312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -8941322.000000 Penalty: 5506.602051
	Iteration 78Q: 3 clusters Score -8941322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -8941325.000000 Penalty: 5506.602051
	Iteration 79Q: 3 clusters Score -8941325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -8941325.000000 Penalty: 5506.602051
	Iteration 80F: 3 clusters Score -8941325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -8941328.000000 Penalty: 5506.602051
	Iteration 81Q: 3 clusters Score -8941328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -8941313.000000 Penalty: 5506.602051
	Iteration 82Q: 3 clusters Score -8941313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -8941319.000000 Penalty: 5506.602051
	Iteration 83Q: 3 clusters Score -8941319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -8941320.000000 Penalty: 5506.602051
	Iteration 84Q: 3 clusters Score -8941320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50493 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -8941316.000000 Penalty: 5506.602051
	Iteration 85Q: 3 clusters Score -8941316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -8941306.000000 Penalty: 5506.602051
	Iteration 86Q: 3 clusters Score -8941306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -8941301.000000 Penalty: 5506.602051
	Iteration 87Q: 3 clusters Score -8941301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -8941301.000000 Penalty: 5506.602051
	Iteration 88Q: 3 clusters Score -8941301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -8941302.000000 Penalty: 5506.602051
	Iteration 89Q: 3 clusters Score -8941302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -8941294.000000 Penalty: 5506.602051
	Iteration 90Q: 3 clusters Score -8941294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -8941290.000000 Penalty: 5506.602051
	Iteration 91Q: 3 clusters Score -8941290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -8941302.000000 Penalty: 5506.602051
	Iteration 92Q: 3 clusters Score -8941302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -8941309.000000 Penalty: 5506.602051
	Iteration 93Q: 3 clusters Score -8941309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -8941308.000000 Penalty: 5506.602051
	Iteration 94Q: 3 clusters Score -8941308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -8941301.000000 Penalty: 5506.602051
	Iteration 95Q: 3 clusters Score -8941301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -8941309.000000 Penalty: 5506.602051
	Iteration 96Q: 3 clusters Score -8941309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -8941317.000000 Penalty: 5506.602051
	Iteration 97Q: 3 clusters Score -8941317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50627 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -8941317.000000 Penalty: 5506.602051
	Iteration 98Q: 3 clusters Score -8941317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -8941310.000000 Penalty: 5506.602051
	Iteration 99Q: 3 clusters Score -8941310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -8941309.000000 Penalty: 5506.602051
	Iteration 100F: 3 clusters Score -8941309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -8941322.000000 Penalty: 5506.602051
	Iteration 101Q: 3 clusters Score -8941322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -8941311.000000 Penalty: 5506.602051
	Iteration 102Q: 3 clusters Score -8941311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50743 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -8941314.000000 Penalty: 5506.602051
	Iteration 103Q: 3 clusters Score -8941314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -8941337.000000 Penalty: 5506.602051
	Iteration 104Q: 3 clusters Score -8941337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50785 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -8941337.000000 Penalty: 5506.602051
	Iteration 105Q: 3 clusters Score -8941337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -8941344.000000 Penalty: 5506.602051
	Iteration 106Q: 3 clusters Score -8941344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -8941339.000000 Penalty: 5506.602051
	Iteration 107Q: 3 clusters Score -8941339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -8941334.000000 Penalty: 5506.602051
	Iteration 108Q: 3 clusters Score -8941334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -8941337.000000 Penalty: 5506.602051
	Iteration 109Q: 3 clusters Score -8941337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -8941344.000000 Penalty: 5506.602051
	Iteration 110Q: 3 clusters Score -8941344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -8941349.000000 Penalty: 5506.602051
	Iteration 111Q: 3 clusters Score -8941349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -8941340.000000 Penalty: 5506.602051
	Iteration 112Q: 3 clusters Score -8941340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -8941336.000000 Penalty: 5506.602051
	Iteration 113Q: 3 clusters Score -8941336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -8941328.000000 Penalty: 5506.602051
	Iteration 114Q: 3 clusters Score -8941328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -8941339.000000 Penalty: 5506.602051
	Iteration 115Q: 3 clusters Score -8941339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -8941329.000000 Penalty: 5506.602051
	Iteration 116Q: 3 clusters Score -8941329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50955 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -8941340.000000 Penalty: 5506.602051
	Iteration 117Q: 3 clusters Score -8941340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -8941340.000000 Penalty: 5506.602051
	Iteration 118Q: 3 clusters Score -8941340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -8941345.000000 Penalty: 5506.602051
	Iteration 119Q: 3 clusters Score -8941345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -8941339.000000 Penalty: 5506.602051
	Iteration 120F: 3 clusters Score -8941339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -8941347.000000 Penalty: 5506.602051
	Iteration 121Q: 3 clusters Score -8941347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -8941348.000000 Penalty: 5506.602051
	Iteration 122Q: 3 clusters Score -8941348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -8941352.000000 Penalty: 5506.602051
	Iteration 123Q: 3 clusters Score -8941352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -8941348.000000 Penalty: 5506.602051
	Iteration 124Q: 3 clusters Score -8941348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -8941354.000000 Penalty: 5506.602051
	Iteration 125Q: 3 clusters Score -8941354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -8941353.000000 Penalty: 5506.602051
	Iteration 126Q: 3 clusters Score -8941353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -8941349.000000 Penalty: 5506.602051
	Iteration 127Q: 3 clusters Score -8941349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -8941355.000000 Penalty: 5506.602051
	Iteration 128Q: 3 clusters Score -8941355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -8941350.000000 Penalty: 5506.602051
	Iteration 129Q: 3 clusters Score -8941350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -8941350.000000 Penalty: 5506.602051
	Iteration 130F: 3 clusters Score -8941350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Entering Unmasked Estep 
Score: -1990103.125000 Penalty: 2386.712158
	Iteration 0F: 2 clusters Score -1990103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1979173.000000 Penalty: 4773.424316
	Iteration 0F: 3 clusters Score -1979173 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1982759.000000 Penalty: 4773.424316
	Iteration 1F: 3 clusters Score -1982759 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1983407.000000 Penalty: 4773.424316
	Iteration 2F: 3 clusters Score -1983407 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1984249.625000 Penalty: 4773.424316
	Iteration 3F: 3 clusters Score -1984250 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1985338.625000 Penalty: 4773.424316
	Iteration 4F: 3 clusters Score -1985339 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1986614.500000 Penalty: 4773.424316
	Iteration 5F: 3 clusters Score -1986614 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1987658.875000 Penalty: 4773.424316
	Iteration 6F: 3 clusters Score -1987659 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1988276.375000 Penalty: 4773.424316
	Iteration 7F: 3 clusters Score -1988276 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1988705.375000 Penalty: 4773.424316
	Iteration 8Q: 3 clusters Score -1988705 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1988957.250000 Penalty: 4773.424316
	Iteration 9Q: 3 clusters Score -1988957 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1989076.750000 Penalty: 4773.424316
	Iteration 10Q: 3 clusters Score -1989077 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1989142.000000 Penalty: 4773.424316
	Iteration 11Q: 3 clusters Score -1989142 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1989181.750000 Penalty: 4773.424316
	Iteration 12Q: 3 clusters Score -1989182 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1989203.000000 Penalty: 4773.424316
	Iteration 13Q: 3 clusters Score -1989203 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1989220.500000 Penalty: 4773.424316
	Iteration 14Q: 3 clusters Score -1989220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1989244.000000 Penalty: 4773.424316
	Iteration 15Q: 3 clusters Score -1989244 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1989271.750000 Penalty: 4773.424316
	Iteration 16Q: 3 clusters Score -1989272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1989286.500000 Penalty: 4773.424316
	Iteration 17Q: 3 clusters Score -1989286 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1989292.875000 Penalty: 4773.424316
	Iteration 18Q: 3 clusters Score -1989293 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1989306.250000 Penalty: 4773.424316
	Iteration 19Q: 3 clusters Score -1989306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1989316.750000 Penalty: 4773.424316
	Iteration 20F: 3 clusters Score -1989317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1989332.125000 Penalty: 4773.424316
	Iteration 21Q: 3 clusters Score -1989332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1989334.000000 Penalty: 4773.424316
	Iteration 22Q: 3 clusters Score -1989334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1989346.000000 Penalty: 4773.424316
	Iteration 23Q: 3 clusters Score -1989346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1989348.875000 Penalty: 4773.424316
	Iteration 24Q: 3 clusters Score -1989349 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1989359.500000 Penalty: 4773.424316
	Iteration 25Q: 3 clusters Score -1989360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1989370.250000 Penalty: 4773.424316
	Iteration 26Q: 3 clusters Score -1989370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1989378.375000 Penalty: 4773.424316
	Iteration 27Q: 3 clusters Score -1989378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1989388.750000 Penalty: 4773.424316
	Iteration 28Q: 3 clusters Score -1989389 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1989403.250000 Penalty: 4773.424316
	Iteration 29Q: 3 clusters Score -1989403 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1989412.000000 Penalty: 4773.424316
	Iteration 30Q: 3 clusters Score -1989412 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1989421.750000 Penalty: 4773.424316
	Iteration 31Q: 3 clusters Score -1989422 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1989435.375000 Penalty: 4773.424316
	Iteration 32Q: 3 clusters Score -1989435 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1989438.125000 Penalty: 4773.424316
	Iteration 33Q: 3 clusters Score -1989438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1989450.500000 Penalty: 4773.424316
	Iteration 34Q: 3 clusters Score -1989450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1989463.000000 Penalty: 4773.424316
	Iteration 35Q: 3 clusters Score -1989463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1989466.250000 Penalty: 4773.424316
	Iteration 36Q: 3 clusters Score -1989466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1989477.375000 Penalty: 4773.424316
	Iteration 37Q: 3 clusters Score -1989477 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1989484.750000 Penalty: 4773.424316
	Iteration 38Q: 3 clusters Score -1989485 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1989498.000000 Penalty: 4773.424316
	Iteration 39Q: 3 clusters Score -1989498 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1989510.750000 Penalty: 4773.424316
	Iteration 40F: 3 clusters Score -1989511 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1989531.875000 Penalty: 4773.424316
	Iteration 41Q: 3 clusters Score -1989532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1989540.875000 Penalty: 4773.424316
	Iteration 42Q: 3 clusters Score -1989541 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1989556.500000 Penalty: 4773.424316
	Iteration 43Q: 3 clusters Score -1989556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1989571.250000 Penalty: 4773.424316
	Iteration 44Q: 3 clusters Score -1989571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1989577.000000 Penalty: 4773.424316
	Iteration 45Q: 3 clusters Score -1989577 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1989583.000000 Penalty: 4773.424316
	Iteration 46Q: 3 clusters Score -1989583 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1989593.125000 Penalty: 4773.424316
	Iteration 47Q: 3 clusters Score -1989593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1989599.250000 Penalty: 4773.424316
	Iteration 48Q: 3 clusters Score -1989599 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1989606.625000 Penalty: 4773.424316
	Iteration 49Q: 3 clusters Score -1989607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1989611.125000 Penalty: 4773.424316
	Iteration 50Q: 3 clusters Score -1989611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1989612.500000 Penalty: 4773.424316
	Iteration 51Q: 3 clusters Score -1989612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1989620.125000 Penalty: 4773.424316
	Iteration 52Q: 3 clusters Score -1989620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1989620.250000 Penalty: 4773.424316
	Iteration 53Q: 3 clusters Score -1989620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1989630.250000 Penalty: 4773.424316
	Iteration 54Q: 3 clusters Score -1989630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1989631.500000 Penalty: 4773.424316
	Iteration 55Q: 3 clusters Score -1989632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1989635.000000 Penalty: 4773.424316
	Iteration 56Q: 3 clusters Score -1989635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1989636.000000 Penalty: 4773.424316
	Iteration 57Q: 3 clusters Score -1989636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1989638.250000 Penalty: 4773.424316
	Iteration 58Q: 3 clusters Score -1989638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1989645.500000 Penalty: 4773.424316
	Iteration 59Q: 3 clusters Score -1989646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1989646.875000 Penalty: 4773.424316
	Iteration 60F: 3 clusters Score -1989647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1989649.500000 Penalty: 4773.424316
	Iteration 61Q: 3 clusters Score -1989650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1989652.250000 Penalty: 4773.424316
	Iteration 62Q: 3 clusters Score -1989652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1989651.625000 Penalty: 4773.424316
	Iteration 63Q: 3 clusters Score -1989652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1989649.375000 Penalty: 4773.424316
	Iteration 64Q: 3 clusters Score -1989649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1989652.500000 Penalty: 4773.424316
	Iteration 65Q: 3 clusters Score -1989652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1989659.000000 Penalty: 4773.424316
	Iteration 66Q: 3 clusters Score -1989659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1989661.250000 Penalty: 4773.424316
	Iteration 67Q: 3 clusters Score -1989661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1989662.125000 Penalty: 4773.424316
	Iteration 68Q: 3 clusters Score -1989662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1989664.250000 Penalty: 4773.424316
	Iteration 69Q: 3 clusters Score -1989664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1989663.250000 Penalty: 4773.424316
	Iteration 70Q: 3 clusters Score -1989663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1989665.250000 Penalty: 4773.424316
	Iteration 71Q: 3 clusters Score -1989665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1989665.875000 Penalty: 4773.424316
	Iteration 72Q: 3 clusters Score -1989666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1989668.750000 Penalty: 4773.424316
	Iteration 73Q: 3 clusters Score -1989669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1989671.250000 Penalty: 4773.424316
	Iteration 74Q: 3 clusters Score -1989671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1989672.625000 Penalty: 4773.424316
	Iteration 75Q: 3 clusters Score -1989673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1989677.375000 Penalty: 4773.424316
	Iteration 76Q: 3 clusters Score -1989677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1989687.125000 Penalty: 4773.424316
	Iteration 77Q: 3 clusters Score -1989687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1989696.125000 Penalty: 4773.424316
	Iteration 78Q: 3 clusters Score -1989696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1989700.500000 Penalty: 4773.424316
	Iteration 79Q: 3 clusters Score -1989700 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1989727.250000 Penalty: 4773.424316
	Iteration 80F: 3 clusters Score -1989727 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1989752.000000 Penalty: 4773.424316
	Iteration 81Q: 3 clusters Score -1989752 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1989800.375000 Penalty: 4773.424316
	Iteration 82Q: 3 clusters Score -1989800 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1989857.875000 Penalty: 4773.424316
	Iteration 83Q: 3 clusters Score -1989858 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1989919.250000 Penalty: 4773.424316
	Iteration 84Q: 3 clusters Score -1989919 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1989951.500000 Penalty: 4773.424316
	Iteration 85Q: 3 clusters Score -1989952 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1989977.125000 Penalty: 4773.424316
	Iteration 86Q: 3 clusters Score -1989977 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1989994.250000 Penalty: 4773.424316
	Iteration 87Q: 3 clusters Score -1989994 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1990004.875000 Penalty: 4773.424316
	Iteration 88Q: 3 clusters Score -1990005 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1990011.250000 Penalty: 4773.424316
	Iteration 89Q: 3 clusters Score -1990011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1990013.000000 Penalty: 4773.424316
	Iteration 90Q: 3 clusters Score -1990013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1990018.875000 Penalty: 4773.424316
	Iteration 91Q: 3 clusters Score -1990019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1990014.875000 Penalty: 4773.424316
	Iteration 92Q: 3 clusters Score -1990015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1990021.750000 Penalty: 4773.424316
	Iteration 93Q: 3 clusters Score -1990022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1990022.375000 Penalty: 4773.424316
	Iteration 94Q: 3 clusters Score -1990022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1990028.000000 Penalty: 4773.424316
	Iteration 95Q: 3 clusters Score -1990028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1990029.250000 Penalty: 4773.424316
	Iteration 96Q: 3 clusters Score -1990029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1990031.500000 Penalty: 4773.424316
	Iteration 97Q: 3 clusters Score -1990032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1990031.125000 Penalty: 4773.424316
	Iteration 98Q: 3 clusters Score -1990031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1990030.875000 Penalty: 4773.424316
	Iteration 99Q: 3 clusters Score -1990031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1990028.500000 Penalty: 4773.424316
	Iteration 100F: 3 clusters Score -1990028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1990028.375000 Penalty: 4773.424316
	Iteration 101Q: 3 clusters Score -1990028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1990030.000000 Penalty: 4773.424316
	Iteration 102Q: 3 clusters Score -1990030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1990032.125000 Penalty: 4773.424316
	Iteration 103Q: 3 clusters Score -1990032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1990029.375000 Penalty: 4773.424316
	Iteration 104Q: 3 clusters Score -1990029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1990028.750000 Penalty: 4773.424316
	Iteration 105Q: 3 clusters Score -1990029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1990029.875000 Penalty: 4773.424316
	Iteration 106Q: 3 clusters Score -1990030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1990030.625000 Penalty: 4773.424316
	Iteration 107Q: 3 clusters Score -1990031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1990030.625000 Penalty: 4773.424316
	Iteration 108F: 3 clusters Score -1990031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Entering Unmasked Estep 
Score: -5543623.500000 Penalty: 2648.716797
	Iteration 0F: 2 clusters Score -5543624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -5514318.500000 Penalty: 5297.433594
	Iteration 0F: 3 clusters Score -5514318 nChanged 19899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -5525564.000000 Penalty: 5297.433594
	Iteration 1F: 3 clusters Score -5525564 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -5526440.000000 Penalty: 5297.433594
	Iteration 2F: 3 clusters Score -5526440 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -5527504.500000 Penalty: 5297.433594
	Iteration 3F: 3 clusters Score -5527504 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -5528759.500000 Penalty: 5297.433594
	Iteration 4F: 3 clusters Score -5528760 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -5530134.000000 Penalty: 5297.433594
	Iteration 5F: 3 clusters Score -5530134 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -5531743.000000 Penalty: 5297.433594
	Iteration 6F: 3 clusters Score -5531743 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -5533531.000000 Penalty: 5297.433594
	Iteration 7F: 3 clusters Score -5533531 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -5535209.000000 Penalty: 5297.433594
	Iteration 8F: 3 clusters Score -5535209 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -5536731.500000 Penalty: 5297.433594
	Iteration 9F: 3 clusters Score -5536732 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -5538010.500000 Penalty: 5297.433594
	Iteration 10Q: 3 clusters Score -5538010 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -5539056.000000 Penalty: 5297.433594
	Iteration 11Q: 3 clusters Score -5539056 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -5539861.000000 Penalty: 5297.433594
	Iteration 12Q: 3 clusters Score -5539861 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -5540519.000000 Penalty: 5297.433594
	Iteration 13Q: 3 clusters Score -5540519 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -5541017.500000 Penalty: 5297.433594
	Iteration 14Q: 3 clusters Score -5541018 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -5541376.500000 Penalty: 5297.433594
	Iteration 15Q: 3 clusters Score -5541376 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -5541669.000000 Penalty: 5297.433594
	Iteration 16Q: 3 clusters Score -5541669 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -5541886.500000 Penalty: 5297.433594
	Iteration 17Q: 3 clusters Score -5541886 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -5542072.000000 Penalty: 5297.433594
	Iteration 18Q: 3 clusters Score -5542072 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -5542181.000000 Penalty: 5297.433594
	Iteration 19Q: 3 clusters Score -5542181 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -5542317.000000 Penalty: 5297.433594
	Iteration 20F: 3 clusters Score -5542317 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -5542407.500000 Penalty: 5297.433594
	Iteration 21Q: 3 clusters Score -5542408 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -5542505.000000 Penalty: 5297.433594
	Iteration 22Q: 3 clusters Score -5542505 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -5542587.000000 Penalty: 5297.433594
	Iteration 23Q: 3 clusters Score -5542587 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -5542644.000000 Penalty: 5297.433594
	Iteration 24Q: 3 clusters Score -5542644 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -5542699.000000 Penalty: 5297.433594
	Iteration 25Q: 3 clusters Score -5542699 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -5542729.000000 Penalty: 5297.433594
	Iteration 26Q: 3 clusters Score -5542729 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -5542752.000000 Penalty: 5297.433594
	Iteration 27Q: 3 clusters Score -5542752 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -5542785.000000 Penalty: 5297.433594
	Iteration 28Q: 3 clusters Score -5542785 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5542845.500000 Penalty: 5297.433594
	Iteration 29Q: 3 clusters Score -5542846 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -5542883.500000 Penalty: 5297.433594
	Iteration 30Q: 3 clusters Score -5542884 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -5542937.500000 Penalty: 5297.433594
	Iteration 31Q: 3 clusters Score -5542938 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -5542962.500000 Penalty: 5297.433594
	Iteration 32Q: 3 clusters Score -5542962 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -5542989.500000 Penalty: 5297.433594
	Iteration 33Q: 3 clusters Score -5542990 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -5543016.000000 Penalty: 5297.433594
	Iteration 34Q: 3 clusters Score -5543016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -5543043.000000 Penalty: 5297.433594
	Iteration 35Q: 3 clusters Score -5543043 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -5543055.000000 Penalty: 5297.433594
	Iteration 36Q: 3 clusters Score -5543055 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -5543092.000000 Penalty: 5297.433594
	Iteration 37Q: 3 clusters Score -5543092 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -5543140.500000 Penalty: 5297.433594
	Iteration 38Q: 3 clusters Score -5543140 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -5543182.500000 Penalty: 5297.433594
	Iteration 39Q: 3 clusters Score -5543182 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -5543228.500000 Penalty: 5297.433594
	Iteration 40F: 3 clusters Score -5543228 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5543276.500000 Penalty: 5297.433594
	Iteration 41Q: 3 clusters Score -5543276 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5543325.000000 Penalty: 5297.433594
	Iteration 42Q: 3 clusters Score -5543325 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -5543402.500000 Penalty: 5297.433594
	Iteration 43Q: 3 clusters Score -5543402 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5543495.500000 Penalty: 5297.433594
	Iteration 44Q: 3 clusters Score -5543496 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -5543526.500000 Penalty: 5297.433594
	Iteration 45Q: 3 clusters Score -5543526 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5543564.000000 Penalty: 5297.433594
	Iteration 46Q: 3 clusters Score -5543564 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -5543599.500000 Penalty: 5297.433594
	Iteration 47Q: 3 clusters Score -5543600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -5543623.500000 Penalty: 5297.433594
	Iteration 48Q: 3 clusters Score -5543624 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5543640.000000 Penalty: 5297.433594
	Iteration 49Q: 3 clusters Score -5543640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -5543664.500000 Penalty: 5297.433594
	Iteration 50Q: 3 clusters Score -5543664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5543669.000000 Penalty: 5297.433594
	Iteration 51Q: 3 clusters Score -5543669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5543662.500000 Penalty: 5297.433594
	Iteration 52Q: 3 clusters Score -5543662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5543662.000000 Penalty: 5297.433594
	Iteration 53Q: 3 clusters Score -5543662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -5543668.000000 Penalty: 5297.433594
	Iteration 54Q: 3 clusters Score -5543668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -5543665.500000 Penalty: 5297.433594
	Iteration 55Q: 3 clusters Score -5543666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -5543677.500000 Penalty: 5297.433594
	Iteration 56Q: 3 clusters Score -5543678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5543686.500000 Penalty: 5297.433594
	Iteration 57Q: 3 clusters Score -5543686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -5543690.500000 Penalty: 5297.433594
	Iteration 58Q: 3 clusters Score -5543690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -5543694.500000 Penalty: 5297.433594
	Iteration 59Q: 3 clusters Score -5543694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -5543692.000000 Penalty: 5297.433594
	Iteration 60F: 3 clusters Score -5543692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -5543693.500000 Penalty: 5297.433594
	Iteration 61Q: 3 clusters Score -5543694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -5543683.000000 Penalty: 5297.433594
	Iteration 62Q: 3 clusters Score -5543683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5543692.500000 Penalty: 5297.433594
	Iteration 63Q: 3 clusters Score -5543692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -5543689.500000 Penalty: 5297.433594
	Iteration 64Q: 3 clusters Score -5543690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -5543696.500000 Penalty: 5297.433594
	Iteration 65Q: 3 clusters Score -5543696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -5543699.500000 Penalty: 5297.433594
	Iteration 66Q: 3 clusters Score -5543700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -5543698.000000 Penalty: 5297.433594
	Iteration 67Q: 3 clusters Score -5543698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5543698.500000 Penalty: 5297.433594
	Iteration 68Q: 3 clusters Score -5543698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5543700.000000 Penalty: 5297.433594
	Iteration 69Q: 3 clusters Score -5543700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5543700.000000 Penalty: 5297.433594
	Iteration 70F: 3 clusters Score -5543700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 14230 members 
Mstep: Class 3 contains 8116 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 20211 members 
Mstep: Class 6 contains 53579 members 
Mstep: Class 7 contains 92624 members 
Mstep: Class 8 contains 4721 members 
Mstep: Class 9 contains 8246 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 167751 members 
Mstep: Class 12 contains 2470 members 
Mstep: Class 13 contains 2778 members 
Mstep: Class 14 contains 7448 members 
Mstep: Class 15 contains 811 members 
Mstep: Class 16 contains 66305 members 
Mstep: Class 17 contains 15121 members 
Mstep: Class 18 contains 40847 members 
Mstep: Class 19 contains 158442 members 
Mstep: Class 20 contains 16577 members 
Mstep: Class 21 contains 15683 members 
Mstep: Class 22 contains 12537 members 
Mstep: Class 23 contains 4052 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 24922 members 
Mstep: Class 26 contains 6691 members 
Mstep: Class 27 contains 316 members 
Mstep: Class 28 contains 2644 members 
Entering Unmasked Estep 
Score: -100863920.000000 Penalty: 94062.085938
Splitting cluster 18 changes total score from -100838696.000000 to -100863920.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (158442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158442 members 
Entering Unmasked Estep 
Score: -21695794.000000 Penalty: 2969.339600
	Iteration 0F: 2 clusters Score -2.169579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79222 members 
Mstep: Class 2 contains 79220 members 
Entering Unmasked Estep 
Score: -21593160.000000 Penalty: 5938.679199
	Iteration 0F: 3 clusters Score -2.159316e+07 nChanged 75878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79074 members 
Mstep: Class 2 contains 79368 members 
Entering Unmasked Estep 
Score: -21637088.000000 Penalty: 5938.679199
	Iteration 1F: 3 clusters Score -2.163709e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78859 members 
Mstep: Class 2 contains 79583 members 
Entering Unmasked Estep 
Score: -21638200.000000 Penalty: 5938.679199
	Iteration 2Q: 3 clusters Score -2.16382e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 79848 members 
Entering Unmasked Estep 
Score: -21639224.000000 Penalty: 5938.679199
	Iteration 3Q: 3 clusters Score -2.163922e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78150 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -21640492.000000 Penalty: 5938.679199
	Iteration 4Q: 3 clusters Score -2.164049e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77629 members 
Mstep: Class 2 contains 80813 members 
Entering Unmasked Estep 
Score: -21641694.000000 Penalty: 5938.679199
	Iteration 5Q: 3 clusters Score -2.164169e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76846 members 
Mstep: Class 2 contains 81596 members 
Entering Unmasked Estep 
Score: -21643080.000000 Penalty: 5938.679199
	Iteration 6Q: 3 clusters Score -2.164308e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75895 members 
Mstep: Class 2 contains 82547 members 
Entering Unmasked Estep 
Score: -21644770.000000 Penalty: 5938.679199
	Iteration 7Q: 3 clusters Score -2.164477e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74636 members 
Mstep: Class 2 contains 83806 members 
Entering Unmasked Estep 
Score: -21646612.000000 Penalty: 5938.679199
	Iteration 8Q: 3 clusters Score -2.164661e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73072 members 
Mstep: Class 2 contains 85370 members 
Entering Unmasked Estep 
Score: -21648798.000000 Penalty: 5938.679199
	Iteration 9Q: 3 clusters Score -2.16488e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71180 members 
Mstep: Class 2 contains 87262 members 
Entering Unmasked Estep 
Score: -21651806.000000 Penalty: 5938.679199
	Iteration 10Q: 3 clusters Score -2.165181e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68999 members 
Mstep: Class 2 contains 89443 members 
Entering Unmasked Estep 
Score: -21656132.000000 Penalty: 5938.679199
	Iteration 11Q: 3 clusters Score -2.165613e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 91604 members 
Entering Unmasked Estep 
Score: -21661072.000000 Penalty: 5938.679199
	Iteration 12F: 3 clusters Score -2.166107e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -21665864.000000 Penalty: 5938.679199
	Iteration 13F: 3 clusters Score -2.166586e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63507 members 
Mstep: Class 2 contains 94935 members 
Entering Unmasked Estep 
Score: -21668686.000000 Penalty: 5938.679199
	Iteration 14Q: 3 clusters Score -2.166869e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 96448 members 
Entering Unmasked Estep 
Score: -21670280.000000 Penalty: 5938.679199
	Iteration 15Q: 3 clusters Score -2.167028e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Mstep: Class 2 contains 98039 members 
Entering Unmasked Estep 
Score: -21671060.000000 Penalty: 5938.679199
	Iteration 16Q: 3 clusters Score -2.167106e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58728 members 
Mstep: Class 2 contains 99714 members 
Entering Unmasked Estep 
Score: -21671532.000000 Penalty: 5938.679199
	Iteration 17Q: 3 clusters Score -2.167153e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 101481 members 
Entering Unmasked Estep 
Score: -21672204.000000 Penalty: 5938.679199
	Iteration 18Q: 3 clusters Score -2.16722e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 103347 members 
Entering Unmasked Estep 
Score: -21672892.000000 Penalty: 5938.679199
	Iteration 19Q: 3 clusters Score -2.167289e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53095 members 
Mstep: Class 2 contains 105347 members 
Entering Unmasked Estep 
Score: -21673680.000000 Penalty: 5938.679199
	Iteration 20F: 3 clusters Score -2.167368e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 107456 members 
Entering Unmasked Estep 
Score: -21674538.000000 Penalty: 5938.679199
	Iteration 21Q: 3 clusters Score -2.167454e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 109647 members 
Entering Unmasked Estep 
Score: -21675444.000000 Penalty: 5938.679199
	Iteration 22Q: 3 clusters Score -2.167544e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 111890 members 
Entering Unmasked Estep 
Score: -21676298.000000 Penalty: 5938.679199
	Iteration 23Q: 3 clusters Score -2.16763e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 114185 members 
Entering Unmasked Estep 
Score: -21677170.000000 Penalty: 5938.679199
	Iteration 24Q: 3 clusters Score -2.167717e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 116587 members 
Entering Unmasked Estep 
Score: -21677970.000000 Penalty: 5938.679199
	Iteration 25Q: 3 clusters Score -2.167797e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 119059 members 
Entering Unmasked Estep 
Score: -21678720.000000 Penalty: 5938.679199
	Iteration 26Q: 3 clusters Score -2.167872e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 121600 members 
Entering Unmasked Estep 
Score: -21679648.000000 Penalty: 5938.679199
	Iteration 27Q: 3 clusters Score -2.167965e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 124349 members 
Entering Unmasked Estep 
Score: -21680470.000000 Penalty: 5938.679199
	Iteration 28Q: 3 clusters Score -2.168047e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 127029 members 
Entering Unmasked Estep 
Score: -21681302.000000 Penalty: 5938.679199
	Iteration 29Q: 3 clusters Score -2.16813e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 129771 members 
Entering Unmasked Estep 
Score: -21682278.000000 Penalty: 5938.679199
	Iteration 30Q: 3 clusters Score -2.168228e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 132621 members 
Entering Unmasked Estep 
Score: -21683350.000000 Penalty: 5938.679199
	Iteration 31Q: 3 clusters Score -2.168335e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 135540 members 
Entering Unmasked Estep 
Score: -21684402.000000 Penalty: 5938.679199
	Iteration 32Q: 3 clusters Score -2.16844e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 138441 members 
Entering Unmasked Estep 
Score: -21685460.000000 Penalty: 5938.679199
	Iteration 33Q: 3 clusters Score -2.168546e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 141256 members 
Entering Unmasked Estep 
Score: -21686710.000000 Penalty: 5938.679199
	Iteration 34Q: 3 clusters Score -2.168671e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 143894 members 
Entering Unmasked Estep 
Score: -21688038.000000 Penalty: 5938.679199
	Iteration 35Q: 3 clusters Score -2.168804e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 146322 members 
Entering Unmasked Estep 
Score: -21689002.000000 Penalty: 5938.679199
	Iteration 36Q: 3 clusters Score -2.1689e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 148503 members 
Entering Unmasked Estep 
Score: -21690114.000000 Penalty: 5938.679199
	Iteration 37Q: 3 clusters Score -2.169011e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 150350 members 
Entering Unmasked Estep 
Score: -21690778.000000 Penalty: 5938.679199
	Iteration 38Q: 3 clusters Score -2.169078e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 151882 members 
Entering Unmasked Estep 
Score: -21691402.000000 Penalty: 5938.679199
	Iteration 39Q: 3 clusters Score -2.16914e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 153080 members 
Entering Unmasked Estep 
Score: -21692000.000000 Penalty: 5938.679199
	Iteration 40F: 3 clusters Score -2.1692e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 154142 members 
Entering Unmasked Estep 
Score: -21692498.000000 Penalty: 5938.679199
	Iteration 41Q: 3 clusters Score -2.16925e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 154910 members 
Entering Unmasked Estep 
Score: -21692812.000000 Penalty: 5938.679199
	Iteration 42Q: 3 clusters Score -2.169281e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 155485 members 
Entering Unmasked Estep 
Score: -21693018.000000 Penalty: 5938.679199
	Iteration 43Q: 3 clusters Score -2.169302e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 155915 members 
Entering Unmasked Estep 
Score: -21693192.000000 Penalty: 5938.679199
	Iteration 44Q: 3 clusters Score -2.169319e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 156223 members 
Entering Unmasked Estep 
Score: -21693354.000000 Penalty: 5938.679199
	Iteration 45Q: 3 clusters Score -2.169335e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 156470 members 
Entering Unmasked Estep 
Score: -21693496.000000 Penalty: 5938.679199
	Iteration 46Q: 3 clusters Score -2.16935e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 156658 members 
Entering Unmasked Estep 
Score: -21693610.000000 Penalty: 5938.679199
	Iteration 47Q: 3 clusters Score -2.169361e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 156793 members 
Entering Unmasked Estep 
Score: -21693670.000000 Penalty: 5938.679199
	Iteration 48Q: 3 clusters Score -2.169367e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 156879 members 
Entering Unmasked Estep 
Score: -21693730.000000 Penalty: 5938.679199
	Iteration 49Q: 3 clusters Score -2.169373e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 156949 members 
Entering Unmasked Estep 
Score: -21693758.000000 Penalty: 5938.679199
	Iteration 50Q: 3 clusters Score -2.169376e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 157005 members 
Entering Unmasked Estep 
Score: -21693832.000000 Penalty: 5938.679199
	Iteration 51Q: 3 clusters Score -2.169383e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 157050 members 
Entering Unmasked Estep 
Score: -21693856.000000 Penalty: 5938.679199
	Iteration 52Q: 3 clusters Score -2.169386e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 157084 members 
Entering Unmasked Estep 
Score: -21693884.000000 Penalty: 5938.679199
	Iteration 53Q: 3 clusters Score -2.169388e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 157111 members 
Entering Unmasked Estep 
Score: -21693874.000000 Penalty: 5938.679199
	Iteration 54Q: 3 clusters Score -2.169387e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 157132 members 
Entering Unmasked Estep 
Score: -21693908.000000 Penalty: 5938.679199
	Iteration 55Q: 3 clusters Score -2.169391e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 157144 members 
Entering Unmasked Estep 
Score: -21693908.000000 Penalty: 5938.679199
	Iteration 56Q: 3 clusters Score -2.169391e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 157157 members 
Entering Unmasked Estep 
Score: -21693924.000000 Penalty: 5938.679199
	Iteration 57Q: 3 clusters Score -2.169392e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 157166 members 
Entering Unmasked Estep 
Score: -21693932.000000 Penalty: 5938.679199
	Iteration 58Q: 3 clusters Score -2.169393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 157174 members 
Entering Unmasked Estep 
Score: -21693928.000000 Penalty: 5938.679199
	Iteration 59Q: 3 clusters Score -2.169393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 157175 members 
Entering Unmasked Estep 
Score: -21693942.000000 Penalty: 5938.679199
	Iteration 60F: 3 clusters Score -2.169394e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 157161 members 
Entering Unmasked Estep 
Score: -21693936.000000 Penalty: 5938.679199
	Iteration 61Q: 3 clusters Score -2.169394e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 157148 members 
Entering Unmasked Estep 
Score: -21693972.000000 Penalty: 5938.679199
	Iteration 62Q: 3 clusters Score -2.169397e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 157156 members 
Entering Unmasked Estep 
Score: -21693978.000000 Penalty: 5938.679199
	Iteration 63Q: 3 clusters Score -2.169398e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 157172 members 
Entering Unmasked Estep 
Score: -21694004.000000 Penalty: 5938.679199
	Iteration 64Q: 3 clusters Score -2.1694e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 157179 members 
Entering Unmasked Estep 
Score: -21693968.000000 Penalty: 5938.679199
	Iteration 65Q: 3 clusters Score -2.169397e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 157179 members 
Entering Unmasked Estep 
Score: -21693996.000000 Penalty: 5938.679199
	Iteration 66Q: 3 clusters Score -2.1694e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 157181 members 
Entering Unmasked Estep 
Score: -21694002.000000 Penalty: 5938.679199
	Iteration 67Q: 3 clusters Score -2.1694e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 157186 members 
Entering Unmasked Estep 
Score: -21694004.000000 Penalty: 5938.679199
	Iteration 68Q: 3 clusters Score -2.1694e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 157192 members 
Entering Unmasked Estep 
Score: -21694040.000000 Penalty: 5938.679199
	Iteration 69Q: 3 clusters Score -2.169404e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 157199 members 
Entering Unmasked Estep 
Score: -21694030.000000 Penalty: 5938.679199
	Iteration 70Q: 3 clusters Score -2.169403e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 157201 members 
Entering Unmasked Estep 
Score: -21694022.000000 Penalty: 5938.679199
	Iteration 71Q: 3 clusters Score -2.169402e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 157205 members 
Entering Unmasked Estep 
Score: -21694048.000000 Penalty: 5938.679199
	Iteration 72Q: 3 clusters Score -2.169405e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 157202 members 
Entering Unmasked Estep 
Score: -21694044.000000 Penalty: 5938.679199
	Iteration 73Q: 3 clusters Score -2.169404e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 157202 members 
Entering Unmasked Estep 
Score: -21694022.000000 Penalty: 5938.679199
	Iteration 74Q: 3 clusters Score -2.169402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 157205 members 
Entering Unmasked Estep 
Score: -21694048.000000 Penalty: 5938.679199
	Iteration 75Q: 3 clusters Score -2.169405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 157204 members 
Entering Unmasked Estep 
Score: -21694042.000000 Penalty: 5938.679199
	Iteration 76Q: 3 clusters Score -2.169404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 157197 members 
Entering Unmasked Estep 
Score: -21694060.000000 Penalty: 5938.679199
	Iteration 77Q: 3 clusters Score -2.169406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 157197 members 
Entering Unmasked Estep 
Score: -21694058.000000 Penalty: 5938.679199
	Iteration 78Q: 3 clusters Score -2.169406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 157199 members 
Entering Unmasked Estep 
Score: -21694074.000000 Penalty: 5938.679199
	Iteration 79Q: 3 clusters Score -2.169407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 157202 members 
Entering Unmasked Estep 
Score: -21694062.000000 Penalty: 5938.679199
	Iteration 80F: 3 clusters Score -2.169406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 157204 members 
Entering Unmasked Estep 
Score: -21694060.000000 Penalty: 5938.679199
	Iteration 81Q: 3 clusters Score -2.169406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 157207 members 
Entering Unmasked Estep 
Score: -21694058.000000 Penalty: 5938.679199
	Iteration 82Q: 3 clusters Score -2.169406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 157207 members 
Entering Unmasked Estep 
Score: -21694060.000000 Penalty: 5938.679199
	Iteration 83Q: 3 clusters Score -2.169406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 157205 members 
Entering Unmasked Estep 
Score: -21694064.000000 Penalty: 5938.679199
	Iteration 84Q: 3 clusters Score -2.169406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 157206 members 
Entering Unmasked Estep 
Score: -21694062.000000 Penalty: 5938.679199
	Iteration 85Q: 3 clusters Score -2.169406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 157207 members 
Entering Unmasked Estep 
Score: -21694062.000000 Penalty: 5938.679199
	Iteration 86Q: 3 clusters Score -2.169406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 157203 members 
Entering Unmasked Estep 
Score: -21694050.000000 Penalty: 5938.679199
	Iteration 87Q: 3 clusters Score -2.169405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 157203 members 
Entering Unmasked Estep 
Score: -21694058.000000 Penalty: 5938.679199
	Iteration 88Q: 3 clusters Score -2.169406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 157204 members 
Entering Unmasked Estep 
Score: -21694052.000000 Penalty: 5938.679199
	Iteration 89Q: 3 clusters Score -2.169405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 157204 members 
Entering Unmasked Estep 
Score: -21694052.000000 Penalty: 5938.679199
	Iteration 90F: 3 clusters Score -2.169405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Entering Unmasked Estep 
Score: -2103810.250000 Penalty: 2409.511475
	Iteration 0F: 2 clusters Score -2103810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2092122.125000 Penalty: 4819.022949
	Iteration 0F: 3 clusters Score -2092122 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2096110.625000 Penalty: 4819.022949
	Iteration 1F: 3 clusters Score -2096111 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2096690.625000 Penalty: 4819.022949
	Iteration 2F: 3 clusters Score -2096691 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2097236.000000 Penalty: 4819.022949
	Iteration 3F: 3 clusters Score -2097236 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2097809.000000 Penalty: 4819.022949
	Iteration 4F: 3 clusters Score -2097809 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2098424.000000 Penalty: 4819.022949
	Iteration 5F: 3 clusters Score -2098424 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2098985.000000 Penalty: 4819.022949
	Iteration 6F: 3 clusters Score -2098985 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2099508.000000 Penalty: 4819.022949
	Iteration 7F: 3 clusters Score -2099508 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2100011.250000 Penalty: 4819.022949
	Iteration 8Q: 3 clusters Score -2100011 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2100412.250000 Penalty: 4819.022949
	Iteration 9Q: 3 clusters Score -2100412 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2100771.000000 Penalty: 4819.022949
	Iteration 10Q: 3 clusters Score -2100771 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2101101.250000 Penalty: 4819.022949
	Iteration 11Q: 3 clusters Score -2101101 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2101377.500000 Penalty: 4819.022949
	Iteration 12Q: 3 clusters Score -2101378 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2101583.000000 Penalty: 4819.022949
	Iteration 13Q: 3 clusters Score -2101583 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2101727.250000 Penalty: 4819.022949
	Iteration 14Q: 3 clusters Score -2101727 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2101865.000000 Penalty: 4819.022949
	Iteration 15Q: 3 clusters Score -2101865 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2101984.500000 Penalty: 4819.022949
	Iteration 16Q: 3 clusters Score -2101984 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2102073.500000 Penalty: 4819.022949
	Iteration 17Q: 3 clusters Score -2102074 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2102142.000000 Penalty: 4819.022949
	Iteration 18Q: 3 clusters Score -2102142 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2102194.500000 Penalty: 4819.022949
	Iteration 19Q: 3 clusters Score -2102194 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2102230.250000 Penalty: 4819.022949
	Iteration 20F: 3 clusters Score -2102230 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2102256.500000 Penalty: 4819.022949
	Iteration 21Q: 3 clusters Score -2102256 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2102276.000000 Penalty: 4819.022949
	Iteration 22Q: 3 clusters Score -2102276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2102289.750000 Penalty: 4819.022949
	Iteration 23Q: 3 clusters Score -2102290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2102306.250000 Penalty: 4819.022949
	Iteration 24Q: 3 clusters Score -2102306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2102319.750000 Penalty: 4819.022949
	Iteration 25Q: 3 clusters Score -2102320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2102334.250000 Penalty: 4819.022949
	Iteration 26Q: 3 clusters Score -2102334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2102345.500000 Penalty: 4819.022949
	Iteration 27Q: 3 clusters Score -2102346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2102359.750000 Penalty: 4819.022949
	Iteration 28Q: 3 clusters Score -2102360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2102375.500000 Penalty: 4819.022949
	Iteration 29Q: 3 clusters Score -2102376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2102383.750000 Penalty: 4819.022949
	Iteration 30Q: 3 clusters Score -2102384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2102386.500000 Penalty: 4819.022949
	Iteration 31Q: 3 clusters Score -2102386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2102391.250000 Penalty: 4819.022949
	Iteration 32Q: 3 clusters Score -2102391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2102389.000000 Penalty: 4819.022949
	Iteration 33Q: 3 clusters Score -2102389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2102391.500000 Penalty: 4819.022949
	Iteration 34Q: 3 clusters Score -2102392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2102393.500000 Penalty: 4819.022949
	Iteration 35Q: 3 clusters Score -2102394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2102394.500000 Penalty: 4819.022949
	Iteration 36Q: 3 clusters Score -2102394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2102394.750000 Penalty: 4819.022949
	Iteration 37Q: 3 clusters Score -2102395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2102399.250000 Penalty: 4819.022949
	Iteration 38Q: 3 clusters Score -2102399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2102399.000000 Penalty: 4819.022949
	Iteration 39Q: 3 clusters Score -2102399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2102398.500000 Penalty: 4819.022949
	Iteration 40F: 3 clusters Score -2102398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2102399.500000 Penalty: 4819.022949
	Iteration 41Q: 3 clusters Score -2102400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2102399.000000 Penalty: 4819.022949
	Iteration 42Q: 3 clusters Score -2102399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2102400.250000 Penalty: 4819.022949
	Iteration 43Q: 3 clusters Score -2102400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2102402.750000 Penalty: 4819.022949
	Iteration 44Q: 3 clusters Score -2102403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2102402.750000 Penalty: 4819.022949
	Iteration 45Q: 3 clusters Score -2102403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2102406.000000 Penalty: 4819.022949
	Iteration 46Q: 3 clusters Score -2102406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2102409.000000 Penalty: 4819.022949
	Iteration 47Q: 3 clusters Score -2102409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2102407.000000 Penalty: 4819.022949
	Iteration 48Q: 3 clusters Score -2102407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2102409.250000 Penalty: 4819.022949
	Iteration 49Q: 3 clusters Score -2102409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2102409.250000 Penalty: 4819.022949
	Iteration 50F: 3 clusters Score -2102409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 14230 members 
Mstep: Class 3 contains 8116 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 6 contains 53579 members 
Mstep: Class 7 contains 92624 members 
Mstep: Class 8 contains 4721 members 
Mstep: Class 9 contains 8246 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 167751 members 
Mstep: Class 12 contains 2470 members 
Mstep: Class 13 contains 2778 members 
Mstep: Class 14 contains 7448 members 
Mstep: Class 15 contains 811 members 
Mstep: Class 16 contains 66305 members 
Mstep: Class 17 contains 15121 members 
Mstep: Class 18 contains 40847 members 
Mstep: Class 19 contains 158442 members 
Mstep: Class 20 contains 16577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100871376.000000 Penalty: 94062.085938
Iteration 39Q: 29 clusters Score -1.008714e+08 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 14132 members 
Mstep: Class 3 contains 8402 members 
Mstep: Class 4 contains 2210 members 
Mstep: Class 5 contains 20252 members 
Mstep: Class 6 contains 53644 members 
Mstep: Class 7 contains 92282 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 9152 members 
Mstep: Class 10 contains 2093 members 
Mstep: Class 11 contains 167927 members 
Mstep: Class 12 contains 2478 members 
Mstep: Class 13 contains 3201 members 
Mstep: Class 14 contains 7724 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 66478 members 
Mstep: Class 17 contains 14804 members 
Mstep: Class 18 contains 40726 members 
Mstep: Class 19 contains 158945 members 
Mstep: Class 20 contains 16935 members 
Mstep: Class 21 contains 15358 members 
Mstep: Class 22 contains 11712 members 
Mstep: Class 23 contains 3842 members 
Mstep: Class 24 contains 587 members 
Mstep: Class 25 contains 24290 members 
Mstep: Class 26 contains 6074 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 2624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100878472.000000 Penalty: 94062.085938
Iteration 40F: 29 clusters Score -1.008785e+08 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 13954 members 
Mstep: Class 3 contains 8414 members 
Mstep: Class 4 contains 2226 members 
Mstep: Class 5 contains 20252 members 
Mstep: Class 6 contains 53620 members 
Mstep: Class 7 contains 91924 members 
Mstep: Class 8 contains 4800 members 
Mstep: Class 9 contains 9574 members 
Mstep: Class 10 contains 2089 members 
Mstep: Class 11 contains 167050 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 3685 members 
Mstep: Class 14 contains 7847 members 
Mstep: Class 15 contains 1054 members 
Mstep: Class 16 contains 66017 members 
Mstep: Class 17 contains 14527 members 
Mstep: Class 18 contains 40111 members 
Mstep: Class 19 contains 158550 members 
Mstep: Class 20 contains 17300 members 
Mstep: Class 21 contains 15217 members 
Mstep: Class 22 contains 11699 members 
Mstep: Class 23 contains 4128 members 
Mstep: Class 24 contains 587 members 
Mstep: Class 25 contains 24874 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 329 members 
Mstep: Class 28 contains 3200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100881304.000000 Penalty: 94062.085938
Iteration 41Q: 29 clusters Score -1.008813e+08 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 13818 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 2249 members 
Mstep: Class 5 contains 20192 members 
Mstep: Class 6 contains 53563 members 
Mstep: Class 7 contains 91648 members 
Mstep: Class 8 contains 4821 members 
Mstep: Class 9 contains 10002 members 
Mstep: Class 10 contains 2090 members 
Mstep: Class 11 contains 166589 members 
Mstep: Class 12 contains 2425 members 
Mstep: Class 13 contains 4066 members 
Mstep: Class 14 contains 7940 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 65596 members 
Mstep: Class 17 contains 14313 members 
Mstep: Class 18 contains 39750 members 
Mstep: Class 19 contains 158277 members 
Mstep: Class 20 contains 17595 members 
Mstep: Class 21 contains 15130 members 
Mstep: Class 22 contains 11597 members 
Mstep: Class 23 contains 4281 members 
Mstep: Class 24 contains 592 members 
Mstep: Class 25 contains 25243 members 
Mstep: Class 26 contains 6753 members 
Mstep: Class 27 contains 355 members 
Mstep: Class 28 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100882008.000000 Penalty: 94062.085938
Iteration 42Q: 29 clusters Score -1.00882e+08 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 13668 members 
Mstep: Class 3 contains 8444 members 
Mstep: Class 4 contains 2281 members 
Mstep: Class 5 contains 20143 members 
Mstep: Class 6 contains 53507 members 
Mstep: Class 7 contains 91456 members 
Mstep: Class 8 contains 4849 members 
Mstep: Class 9 contains 10352 members 
Mstep: Class 10 contains 2093 members 
Mstep: Class 11 contains 166313 members 
Mstep: Class 12 contains 2403 members 
Mstep: Class 13 contains 4389 members 
Mstep: Class 14 contains 8028 members 
Mstep: Class 15 contains 1201 members 
Mstep: Class 16 contains 65229 members 
Mstep: Class 17 contains 14146 members 
Mstep: Class 18 contains 39463 members 
Mstep: Class 19 contains 158078 members 
Mstep: Class 20 contains 17850 members 
Mstep: Class 21 contains 15042 members 
Mstep: Class 22 contains 11487 members 
Mstep: Class 23 contains 4370 members 
Mstep: Class 24 contains 602 members 
Mstep: Class 25 contains 25477 members 
Mstep: Class 26 contains 7030 members 
Mstep: Class 27 contains 364 members 
Mstep: Class 28 contains 3658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100882840.000000 Penalty: 94062.085938
Iteration 43Q: 29 clusters Score -1.008828e+08 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 13557 members 
Mstep: Class 3 contains 8429 members 
Mstep: Class 4 contains 2303 members 
Mstep: Class 5 contains 20064 members 
Mstep: Class 6 contains 53467 members 
Mstep: Class 7 contains 91290 members 
Mstep: Class 8 contains 4871 members 
Mstep: Class 9 contains 10666 members 
Mstep: Class 10 contains 2093 members 
Mstep: Class 11 contains 166175 members 
Mstep: Class 12 contains 2393 members 
Mstep: Class 13 contains 4645 members 
Mstep: Class 14 contains 8075 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 64917 members 
Mstep: Class 17 contains 14004 members 
Mstep: Class 18 contains 39232 members 
Mstep: Class 19 contains 157945 members 
Mstep: Class 20 contains 18081 members 
Mstep: Class 21 contains 14962 members 
Mstep: Class 22 contains 11407 members 
Mstep: Class 23 contains 4422 members 
Mstep: Class 24 contains 608 members 
Mstep: Class 25 contains 25644 members 
Mstep: Class 26 contains 7264 members 
Mstep: Class 27 contains 364 members 
Mstep: Class 28 contains 3785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100883952.000000 Penalty: 94062.085938
Iteration 44Q: 29 clusters Score -1.00884e+08 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 13478 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 2315 members 
Mstep: Class 5 contains 20007 members 
Mstep: Class 6 contains 53435 members 
Mstep: Class 7 contains 91168 members 
Mstep: Class 8 contains 4889 members 
Mstep: Class 9 contains 10959 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 166157 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 4843 members 
Mstep: Class 14 contains 8118 members 
Mstep: Class 15 contains 1294 members 
Mstep: Class 16 contains 64677 members 
Mstep: Class 17 contains 13887 members 
Mstep: Class 18 contains 38942 members 
Mstep: Class 19 contains 157857 members 
Mstep: Class 20 contains 18268 members 
Mstep: Class 21 contains 14899 members 
Mstep: Class 22 contains 11320 members 
Mstep: Class 23 contains 4456 members 
Mstep: Class 24 contains 611 members 
Mstep: Class 25 contains 25734 members 
Mstep: Class 26 contains 7427 members 
Mstep: Class 27 contains 364 members 
Mstep: Class 28 contains 3905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100884432.000000 Penalty: 94062.085938
Iteration 45Q: 29 clusters Score -1.008844e+08 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 13409 members 
Mstep: Class 3 contains 8401 members 
Mstep: Class 4 contains 2329 members 
Mstep: Class 5 contains 19951 members 
Mstep: Class 6 contains 53403 members 
Mstep: Class 7 contains 91100 members 
Mstep: Class 8 contains 4907 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 166169 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 8143 members 
Mstep: Class 15 contains 1336 members 
Mstep: Class 16 contains 64479 members 
Mstep: Class 17 contains 13803 members 
Mstep: Class 18 contains 38644 members 
Mstep: Class 19 contains 157840 members 
Mstep: Class 20 contains 18409 members 
Mstep: Class 21 contains 14838 members 
Mstep: Class 22 contains 11253 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25792 members 
Mstep: Class 26 contains 7569 members 
Mstep: Class 27 contains 368 members 
Mstep: Class 28 contains 3996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100884984.000000 Penalty: 94062.085938
Iteration 46Q: 29 clusters Score -1.00885e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 13346 members 
Mstep: Class 3 contains 8394 members 
Mstep: Class 4 contains 2336 members 
Mstep: Class 5 contains 19888 members 
Mstep: Class 6 contains 53376 members 
Mstep: Class 7 contains 91037 members 
Mstep: Class 8 contains 4906 members 
Mstep: Class 9 contains 11366 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 166204 members 
Mstep: Class 12 contains 2369 members 
Mstep: Class 13 contains 5179 members 
Mstep: Class 14 contains 8147 members 
Mstep: Class 15 contains 1368 members 
Mstep: Class 16 contains 64356 members 
Mstep: Class 17 contains 13740 members 
Mstep: Class 18 contains 38414 members 
Mstep: Class 19 contains 157815 members 
Mstep: Class 20 contains 18509 members 
Mstep: Class 21 contains 14783 members 
Mstep: Class 22 contains 11184 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25846 members 
Mstep: Class 26 contains 7689 members 
Mstep: Class 27 contains 369 members 
Mstep: Class 28 contains 4065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100885288.000000 Penalty: 94062.085938
Iteration 47Q: 29 clusters Score -1.008853e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 13320 members 
Mstep: Class 3 contains 8383 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 19827 members 
Mstep: Class 6 contains 53346 members 
Mstep: Class 7 contains 90985 members 
Mstep: Class 8 contains 4906 members 
Mstep: Class 9 contains 11535 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 166255 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 5292 members 
Mstep: Class 14 contains 8138 members 
Mstep: Class 15 contains 1398 members 
Mstep: Class 16 contains 64266 members 
Mstep: Class 17 contains 13692 members 
Mstep: Class 18 contains 38234 members 
Mstep: Class 19 contains 157795 members 
Mstep: Class 20 contains 18564 members 
Mstep: Class 21 contains 14737 members 
Mstep: Class 22 contains 11136 members 
Mstep: Class 23 contains 4487 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25882 members 
Mstep: Class 26 contains 7788 members 
Mstep: Class 27 contains 374 members 
Mstep: Class 28 contains 4124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100885720.000000 Penalty: 94062.085938
Iteration 48Q: 29 clusters Score -1.008857e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 13303 members 
Mstep: Class 3 contains 8362 members 
Mstep: Class 4 contains 2355 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 53324 members 
Mstep: Class 7 contains 90947 members 
Mstep: Class 8 contains 4914 members 
Mstep: Class 9 contains 11696 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 166311 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 5403 members 
Mstep: Class 14 contains 8138 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 16 contains 64200 members 
Mstep: Class 17 contains 13657 members 
Mstep: Class 18 contains 38050 members 
Mstep: Class 19 contains 157767 members 
Mstep: Class 20 contains 18580 members 
Mstep: Class 21 contains 14691 members 
Mstep: Class 22 contains 11110 members 
Mstep: Class 23 contains 4489 members 
Mstep: Class 24 contains 615 members 
Mstep: Class 25 contains 25902 members 
Mstep: Class 26 contains 7871 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 4181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100885952.000000 Penalty: 94062.085938
Iteration 49Q: 29 clusters Score -1.00886e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 13305 members 
Mstep: Class 3 contains 8354 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 19714 members 
Mstep: Class 6 contains 53317 members 
Mstep: Class 7 contains 90926 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 11833 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 166350 members 
Mstep: Class 12 contains 2316 members 
Mstep: Class 13 contains 5492 members 
Mstep: Class 14 contains 8121 members 
Mstep: Class 15 contains 1440 members 
Mstep: Class 16 contains 64135 members 
Mstep: Class 17 contains 13634 members 
Mstep: Class 18 contains 37928 members 
Mstep: Class 19 contains 157761 members 
Mstep: Class 20 contains 18560 members 
Mstep: Class 21 contains 14642 members 
Mstep: Class 22 contains 11103 members 
Mstep: Class 23 contains 4501 members 
Mstep: Class 24 contains 615 members 
Mstep: Class 25 contains 25925 members 
Mstep: Class 26 contains 7925 members 
Mstep: Class 27 contains 415 members 
Mstep: Class 28 contains 4219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886104.000000 Penalty: 94062.085938
Iteration 50Q: 29 clusters Score -1.008861e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 13296 members 
Mstep: Class 3 contains 8342 members 
Mstep: Class 4 contains 2362 members 
Mstep: Class 5 contains 19666 members 
Mstep: Class 6 contains 53302 members 
Mstep: Class 7 contains 90914 members 
Mstep: Class 8 contains 4893 members 
Mstep: Class 9 contains 11948 members 
Mstep: Class 10 contains 2092 members 
Mstep: Class 11 contains 166392 members 
Mstep: Class 12 contains 2289 members 
Mstep: Class 13 contains 5559 members 
Mstep: Class 14 contains 8108 members 
Mstep: Class 15 contains 1460 members 
Mstep: Class 16 contains 64083 members 
Mstep: Class 17 contains 13614 members 
Mstep: Class 18 contains 37826 members 
Mstep: Class 19 contains 157753 members 
Mstep: Class 20 contains 18558 members 
Mstep: Class 21 contains 14589 members 
Mstep: Class 22 contains 11105 members 
Mstep: Class 23 contains 4501 members 
Mstep: Class 24 contains 615 members 
Mstep: Class 25 contains 25932 members 
Mstep: Class 26 contains 7990 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 4259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886280.000000 Penalty: 94062.085938
Iteration 51Q: 29 clusters Score -1.008863e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 13301 members 
Mstep: Class 3 contains 8327 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 19629 members 
Mstep: Class 6 contains 53286 members 
Mstep: Class 7 contains 90910 members 
Mstep: Class 8 contains 4894 members 
Mstep: Class 9 contains 12040 members 
Mstep: Class 10 contains 2092 members 
Mstep: Class 11 contains 166408 members 
Mstep: Class 12 contains 2261 members 
Mstep: Class 13 contains 5611 members 
Mstep: Class 14 contains 8102 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 64053 members 
Mstep: Class 17 contains 13593 members 
Mstep: Class 18 contains 37742 members 
Mstep: Class 19 contains 157753 members 
Mstep: Class 20 contains 18543 members 
Mstep: Class 21 contains 14542 members 
Mstep: Class 22 contains 11104 members 
Mstep: Class 23 contains 4500 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 25946 members 
Mstep: Class 26 contains 8048 members 
Mstep: Class 27 contains 465 members 
Mstep: Class 28 contains 4292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886592.000000 Penalty: 94062.085938
Iteration 52Q: 29 clusters Score -1.008866e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 13331 members 
Mstep: Class 3 contains 8313 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 19594 members 
Mstep: Class 6 contains 53273 members 
Mstep: Class 7 contains 90909 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 12126 members 
Mstep: Class 10 contains 2090 members 
Mstep: Class 11 contains 166441 members 
Mstep: Class 12 contains 2253 members 
Mstep: Class 13 contains 5656 members 
Mstep: Class 14 contains 8094 members 
Mstep: Class 15 contains 1482 members 
Mstep: Class 16 contains 64021 members 
Mstep: Class 17 contains 13581 members 
Mstep: Class 18 contains 37652 members 
Mstep: Class 19 contains 157761 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 14495 members 
Mstep: Class 22 contains 11115 members 
Mstep: Class 23 contains 4506 members 
Mstep: Class 24 contains 615 members 
Mstep: Class 25 contains 25948 members 
Mstep: Class 26 contains 8096 members 
Mstep: Class 27 contains 467 members 
Mstep: Class 28 contains 4313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886976.000000 Penalty: 94062.085938
Iteration 53Q: 29 clusters Score -1.00887e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 13357 members 
Mstep: Class 3 contains 8294 members 
Mstep: Class 4 contains 2375 members 
Mstep: Class 5 contains 19568 members 
Mstep: Class 6 contains 53258 members 
Mstep: Class 7 contains 90903 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 12203 members 
Mstep: Class 10 contains 2091 members 
Mstep: Class 11 contains 166454 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 5696 members 
Mstep: Class 14 contains 8086 members 
Mstep: Class 15 contains 1492 members 
Mstep: Class 16 contains 64003 members 
Mstep: Class 17 contains 13569 members 
Mstep: Class 18 contains 37608 members 
Mstep: Class 19 contains 157765 members 
Mstep: Class 20 contains 18463 members 
Mstep: Class 21 contains 14463 members 
Mstep: Class 22 contains 11109 members 
Mstep: Class 23 contains 4513 members 
Mstep: Class 24 contains 615 members 
Mstep: Class 25 contains 25956 members 
Mstep: Class 26 contains 8133 members 
Mstep: Class 27 contains 472 members 
Mstep: Class 28 contains 4314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100887312.000000 Penalty: 94062.085938
Iteration 54Q: 29 clusters Score -1.008873e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 13402 members 
Mstep: Class 3 contains 8278 members 
Mstep: Class 4 contains 2380 members 
Mstep: Class 5 contains 19544 members 
Mstep: Class 6 contains 53250 members 
Mstep: Class 7 contains 90916 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 12277 members 
Mstep: Class 10 contains 2091 members 
Mstep: Class 11 contains 166472 members 
Mstep: Class 12 contains 2242 members 
Mstep: Class 13 contains 5726 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 1510 members 
Mstep: Class 16 contains 63973 members 
Mstep: Class 17 contains 13563 members 
Mstep: Class 18 contains 37555 members 
Mstep: Class 19 contains 157766 members 
Mstep: Class 20 contains 18379 members 
Mstep: Class 21 contains 14438 members 
Mstep: Class 22 contains 11109 members 
Mstep: Class 23 contains 4514 members 
Mstep: Class 24 contains 615 members 
Mstep: Class 25 contains 25963 members 
Mstep: Class 26 contains 8168 members 
Mstep: Class 27 contains 471 members 
Mstep: Class 28 contains 4333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100887616.000000 Penalty: 94062.085938
Iteration 55Q: 29 clusters Score -1.008876e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 13437 members 
Mstep: Class 3 contains 8254 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 19513 members 
Mstep: Class 6 contains 53249 members 
Mstep: Class 7 contains 90930 members 
Mstep: Class 8 contains 4889 members 
Mstep: Class 9 contains 12350 members 
Mstep: Class 10 contains 2092 members 
Mstep: Class 11 contains 166483 members 
Mstep: Class 12 contains 2239 members 
Mstep: Class 13 contains 5755 members 
Mstep: Class 14 contains 8070 members 
Mstep: Class 15 contains 1522 members 
Mstep: Class 16 contains 63948 members 
Mstep: Class 17 contains 13557 members 
Mstep: Class 18 contains 37519 members 
Mstep: Class 19 contains 157772 members 
Mstep: Class 20 contains 18305 members 
Mstep: Class 21 contains 14411 members 
Mstep: Class 22 contains 11125 members 
Mstep: Class 23 contains 4520 members 
Mstep: Class 24 contains 615 members 
Mstep: Class 25 contains 25960 members 
Mstep: Class 26 contains 8198 members 
Mstep: Class 27 contains 471 members 
Mstep: Class 28 contains 4345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100887792.000000 Penalty: 94062.085938
Iteration 56Q: 29 clusters Score -1.008878e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 13488 members 
Mstep: Class 3 contains 8242 members 
Mstep: Class 4 contains 2387 members 
Mstep: Class 5 contains 19491 members 
Mstep: Class 6 contains 53248 members 
Mstep: Class 7 contains 90940 members 
Mstep: Class 8 contains 4886 members 
Mstep: Class 9 contains 12420 members 
Mstep: Class 10 contains 2091 members 
Mstep: Class 11 contains 166497 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 13 contains 5787 members 
Mstep: Class 14 contains 8061 members 
Mstep: Class 15 contains 1523 members 
Mstep: Class 16 contains 63919 members 
Mstep: Class 17 contains 13548 members 
Mstep: Class 18 contains 37478 members 
Mstep: Class 19 contains 157783 members 
Mstep: Class 20 contains 18215 members 
Mstep: Class 21 contains 14387 members 
Mstep: Class 22 contains 11131 members 
Mstep: Class 23 contains 4523 members 
Mstep: Class 24 contains 615 members 
Mstep: Class 25 contains 25960 members 
Mstep: Class 26 contains 8236 members 
Mstep: Class 27 contains 471 members 
Mstep: Class 28 contains 4352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100887936.000000 Penalty: 94062.085938
Iteration 57Q: 29 clusters Score -1.008879e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 13511 members 
Mstep: Class 3 contains 8220 members 
Mstep: Class 4 contains 2390 members 
Mstep: Class 5 contains 19484 members 
Mstep: Class 6 contains 53259 members 
Mstep: Class 7 contains 90961 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 12488 members 
Mstep: Class 10 contains 2090 members 
Mstep: Class 11 contains 166527 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 13 contains 5818 members 
Mstep: Class 14 contains 8054 members 
Mstep: Class 15 contains 1528 members 
Mstep: Class 16 contains 63897 members 
Mstep: Class 17 contains 13540 members 
Mstep: Class 18 contains 37436 members 
Mstep: Class 19 contains 157785 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 14357 members 
Mstep: Class 22 contains 11144 members 
Mstep: Class 23 contains 4525 members 
Mstep: Class 24 contains 615 members 
Mstep: Class 25 contains 25958 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 471 members 
Mstep: Class 28 contains 4360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888120.000000 Penalty: 94062.085938
Iteration 58Q: 29 clusters Score -1.008881e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 13545 members 
Mstep: Class 3 contains 8204 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 19472 members 
Mstep: Class 6 contains 53266 members 
Mstep: Class 7 contains 90989 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 12543 members 
Mstep: Class 10 contains 2090 members 
Mstep: Class 11 contains 166556 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 13 contains 5846 members 
Mstep: Class 14 contains 8053 members 
Mstep: Class 15 contains 1533 members 
Mstep: Class 16 contains 63877 members 
Mstep: Class 17 contains 13530 members 
Mstep: Class 18 contains 37397 members 
Mstep: Class 19 contains 157787 members 
Mstep: Class 20 contains 18017 members 
Mstep: Class 21 contains 14335 members 
Mstep: Class 22 contains 11141 members 
Mstep: Class 23 contains 4528 members 
Mstep: Class 24 contains 615 members 
Mstep: Class 25 contains 25959 members 
Mstep: Class 26 contains 8290 members 
Mstep: Class 27 contains 471 members 
Mstep: Class 28 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888056.000000 Penalty: 94062.085938
Iteration 59Q: 29 clusters Score -1.008881e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 13598 members 
Mstep: Class 3 contains 8191 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 19456 members 
Mstep: Class 6 contains 53283 members 
Mstep: Class 7 contains 91001 members 
Mstep: Class 8 contains 4874 members 
Mstep: Class 9 contains 12593 members 
Mstep: Class 10 contains 2090 members 
Mstep: Class 11 contains 166570 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 13 contains 5866 members 
Mstep: Class 14 contains 8053 members 
Mstep: Class 15 contains 1537 members 
Mstep: Class 16 contains 63858 members 
Mstep: Class 17 contains 13522 members 
Mstep: Class 18 contains 37382 members 
Mstep: Class 19 contains 157801 members 
Mstep: Class 20 contains 17912 members 
Mstep: Class 21 contains 14322 members 
Mstep: Class 22 contains 11124 members 
Mstep: Class 23 contains 4535 members 
Mstep: Class 24 contains 615 members 
Mstep: Class 25 contains 25957 members 
Mstep: Class 26 contains 8302 members 
Mstep: Class 27 contains 471 members 
Mstep: Class 28 contains 4383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100887984.000000 Penalty: 94062.085938
Iteration 60F: 29 clusters Score -1.00888e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 13653 members 
Mstep: Class 3 contains 8181 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 19447 members 
Mstep: Class 6 contains 53300 members 
Mstep: Class 7 contains 91037 members 
Mstep: Class 8 contains 4864 members 
Mstep: Class 9 contains 12640 members 
Mstep: Class 10 contains 2090 members 
Mstep: Class 11 contains 166581 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 5893 members 
Mstep: Class 14 contains 8046 members 
Mstep: Class 15 contains 1540 members 
Mstep: Class 16 contains 63836 members 
Mstep: Class 17 contains 13509 members 
Mstep: Class 18 contains 37354 members 
Mstep: Class 19 contains 157814 members 
Mstep: Class 20 contains 17796 members 
Mstep: Class 21 contains 14310 members 
Mstep: Class 22 contains 11122 members 
Mstep: Class 23 contains 4537 members 
Mstep: Class 24 contains 615 members 
Mstep: Class 25 contains 25955 members 
Mstep: Class 26 contains 8322 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 4390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888016.000000 Penalty: 94062.085938
Iteration 61Q: 29 clusters Score -1.00888e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 13701 members 
Mstep: Class 3 contains 8160 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 19439 members 
Mstep: Class 6 contains 53317 members 
Mstep: Class 7 contains 91063 members 
Mstep: Class 8 contains 4856 members 
Mstep: Class 9 contains 12678 members 
Mstep: Class 10 contains 2091 members 
Mstep: Class 11 contains 166597 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 5915 members 
Mstep: Class 14 contains 8043 members 
Mstep: Class 15 contains 1545 members 
Mstep: Class 16 contains 63810 members 
Mstep: Class 17 contains 13497 members 
Mstep: Class 18 contains 37345 members 
Mstep: Class 19 contains 157823 members 
Mstep: Class 20 contains 17689 members 
Mstep: Class 21 contains 14294 members 
Mstep: Class 22 contains 11126 members 
Mstep: Class 23 contains 4535 members 
Mstep: Class 24 contains 615 members 
Mstep: Class 25 contains 25957 members 
Mstep: Class 26 contains 8344 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 4394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888296.000000 Penalty: 94062.085938
Iteration 62Q: 29 clusters Score -1.008883e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 13728 members 
Mstep: Class 3 contains 8139 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 19429 members 
Mstep: Class 6 contains 53333 members 
Mstep: Class 7 contains 91102 members 
Mstep: Class 8 contains 4846 members 
Mstep: Class 9 contains 12724 members 
Mstep: Class 10 contains 2091 members 
Mstep: Class 11 contains 166609 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 5939 members 
Mstep: Class 14 contains 8036 members 
Mstep: Class 15 contains 1546 members 
Mstep: Class 16 contains 63803 members 
Mstep: Class 17 contains 13491 members 
Mstep: Class 18 contains 37363 members 
Mstep: Class 19 contains 157818 members 
Mstep: Class 20 contains 17572 members 
Mstep: Class 21 contains 14284 members 
Mstep: Class 22 contains 11131 members 
Mstep: Class 23 contains 4535 members 
Mstep: Class 24 contains 615 members 
Mstep: Class 25 contains 25956 members 
Mstep: Class 26 contains 8357 members 
Mstep: Class 27 contains 514 members 
Mstep: Class 28 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888128.000000 Penalty: 94062.085938
Iteration 63Q: 29 clusters Score -1.008881e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 13740 members 
Mstep: Class 3 contains 8122 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 19415 members 
Mstep: Class 6 contains 53361 members 
Mstep: Class 7 contains 91121 members 
Mstep: Class 8 contains 4839 members 
Mstep: Class 9 contains 12762 members 
Mstep: Class 10 contains 2090 members 
Mstep: Class 11 contains 166630 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 5956 members 
Mstep: Class 14 contains 8031 members 
Mstep: Class 15 contains 1549 members 
Mstep: Class 16 contains 63787 members 
Mstep: Class 17 contains 13488 members 
Mstep: Class 18 contains 37368 members 
Mstep: Class 19 contains 157831 members 
Mstep: Class 20 contains 17479 members 
Mstep: Class 21 contains 14275 members 
Mstep: Class 22 contains 11133 members 
Mstep: Class 23 contains 4534 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25952 members 
Mstep: Class 26 contains 8358 members 
Mstep: Class 27 contains 514 members 
Mstep: Class 28 contains 4412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888272.000000 Penalty: 94062.085938
Iteration 64Q: 29 clusters Score -1.008883e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 13737 members 
Mstep: Class 3 contains 8111 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 19396 members 
Mstep: Class 6 contains 53383 members 
Mstep: Class 7 contains 91145 members 
Mstep: Class 8 contains 4833 members 
Mstep: Class 9 contains 12786 members 
Mstep: Class 10 contains 2091 members 
Mstep: Class 11 contains 166635 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 5990 members 
Mstep: Class 14 contains 8026 members 
Mstep: Class 15 contains 1551 members 
Mstep: Class 16 contains 63784 members 
Mstep: Class 17 contains 13488 members 
Mstep: Class 18 contains 37371 members 
Mstep: Class 19 contains 157851 members 
Mstep: Class 20 contains 17399 members 
Mstep: Class 21 contains 14266 members 
Mstep: Class 22 contains 11128 members 
Mstep: Class 23 contains 4534 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25945 members 
Mstep: Class 26 contains 8364 members 
Mstep: Class 27 contains 514 members 
Mstep: Class 28 contains 4418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888248.000000 Penalty: 94062.085938
Iteration 65Q: 29 clusters Score -1.008882e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 13711 members 
Mstep: Class 3 contains 8104 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 19383 members 
Mstep: Class 6 contains 53421 members 
Mstep: Class 7 contains 91171 members 
Mstep: Class 8 contains 4832 members 
Mstep: Class 9 contains 12820 members 
Mstep: Class 10 contains 2093 members 
Mstep: Class 11 contains 166643 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 6001 members 
Mstep: Class 14 contains 8020 members 
Mstep: Class 15 contains 1551 members 
Mstep: Class 16 contains 63784 members 
Mstep: Class 17 contains 13483 members 
Mstep: Class 18 contains 37388 members 
Mstep: Class 19 contains 157866 members 
Mstep: Class 20 contains 17317 members 
Mstep: Class 21 contains 14260 members 
Mstep: Class 22 contains 11119 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25943 members 
Mstep: Class 26 contains 8361 members 
Mstep: Class 27 contains 514 members 
Mstep: Class 28 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888240.000000 Penalty: 94062.085938
Iteration 66Q: 29 clusters Score -1.008882e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 13667 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 19370 members 
Mstep: Class 6 contains 53464 members 
Mstep: Class 7 contains 91188 members 
Mstep: Class 8 contains 4837 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 166640 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 6019 members 
Mstep: Class 14 contains 8019 members 
Mstep: Class 15 contains 1551 members 
Mstep: Class 16 contains 63789 members 
Mstep: Class 17 contains 13477 members 
Mstep: Class 18 contains 37413 members 
Mstep: Class 19 contains 157878 members 
Mstep: Class 20 contains 17254 members 
Mstep: Class 21 contains 14253 members 
Mstep: Class 22 contains 11108 members 
Mstep: Class 23 contains 4543 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25939 members 
Mstep: Class 26 contains 8358 members 
Mstep: Class 27 contains 514 members 
Mstep: Class 28 contains 4420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888384.000000 Penalty: 94062.085938
Iteration 67Q: 29 clusters Score -1.008884e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 13610 members 
Mstep: Class 3 contains 8088 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 19356 members 
Mstep: Class 6 contains 53514 members 
Mstep: Class 7 contains 91211 members 
Mstep: Class 8 contains 4835 members 
Mstep: Class 9 contains 12872 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 166650 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 6020 members 
Mstep: Class 14 contains 8016 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 63784 members 
Mstep: Class 17 contains 13471 members 
Mstep: Class 18 contains 37462 members 
Mstep: Class 19 contains 157887 members 
Mstep: Class 20 contains 17194 members 
Mstep: Class 21 contains 14246 members 
Mstep: Class 22 contains 11096 members 
Mstep: Class 23 contains 4548 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25940 members 
Mstep: Class 26 contains 8358 members 
Mstep: Class 27 contains 514 members 
Mstep: Class 28 contains 4416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888520.000000 Penalty: 94062.085938
Iteration 68Q: 29 clusters Score -1.008885e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 13532 members 
Mstep: Class 3 contains 8079 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 19336 members 
Mstep: Class 6 contains 53584 members 
Mstep: Class 7 contains 91226 members 
Mstep: Class 8 contains 4829 members 
Mstep: Class 9 contains 12897 members 
Mstep: Class 10 contains 2096 members 
Mstep: Class 11 contains 166657 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 8011 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 63788 members 
Mstep: Class 17 contains 13464 members 
Mstep: Class 18 contains 37528 members 
Mstep: Class 19 contains 157886 members 
Mstep: Class 20 contains 17144 members 
Mstep: Class 21 contains 14236 members 
Mstep: Class 22 contains 11092 members 
Mstep: Class 23 contains 4551 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25935 members 
Mstep: Class 26 contains 8354 members 
Mstep: Class 27 contains 514 members 
Mstep: Class 28 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888424.000000 Penalty: 94062.085938
Iteration 69Q: 29 clusters Score -1.008884e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 13479 members 
Mstep: Class 3 contains 8073 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 19321 members 
Mstep: Class 6 contains 53640 members 
Mstep: Class 7 contains 91238 members 
Mstep: Class 8 contains 4826 members 
Mstep: Class 9 contains 12923 members 
Mstep: Class 10 contains 2098 members 
Mstep: Class 11 contains 166653 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 6032 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 1556 members 
Mstep: Class 16 contains 63786 members 
Mstep: Class 17 contains 13459 members 
Mstep: Class 18 contains 37590 members 
Mstep: Class 19 contains 157891 members 
Mstep: Class 20 contains 17089 members 
Mstep: Class 21 contains 14229 members 
Mstep: Class 22 contains 11085 members 
Mstep: Class 23 contains 4555 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25933 members 
Mstep: Class 26 contains 8348 members 
Mstep: Class 27 contains 514 members 
Mstep: Class 28 contains 4412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888392.000000 Penalty: 94062.085938
Iteration 70Q: 29 clusters Score -1.008884e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 13420 members 
Mstep: Class 3 contains 8068 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 19313 members 
Mstep: Class 6 contains 53707 members 
Mstep: Class 7 contains 91255 members 
Mstep: Class 8 contains 4824 members 
Mstep: Class 9 contains 12953 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 166643 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 6040 members 
Mstep: Class 14 contains 8007 members 
Mstep: Class 15 contains 1560 members 
Mstep: Class 16 contains 63783 members 
Mstep: Class 17 contains 13452 members 
Mstep: Class 18 contains 37651 members 
Mstep: Class 19 contains 157897 members 
Mstep: Class 20 contains 17009 members 
Mstep: Class 21 contains 14223 members 
Mstep: Class 22 contains 11083 members 
Mstep: Class 23 contains 4555 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25933 members 
Mstep: Class 26 contains 8342 members 
Mstep: Class 27 contains 514 members 
Mstep: Class 28 contains 4409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888512.000000 Penalty: 94062.085938
Iteration 71Q: 29 clusters Score -1.008885e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 13350 members 
Mstep: Class 3 contains 8063 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 19297 members 
Mstep: Class 6 contains 53760 members 
Mstep: Class 7 contains 91271 members 
Mstep: Class 8 contains 4817 members 
Mstep: Class 9 contains 12974 members 
Mstep: Class 10 contains 2098 members 
Mstep: Class 11 contains 166648 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 6048 members 
Mstep: Class 14 contains 8004 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 63786 members 
Mstep: Class 17 contains 13448 members 
Mstep: Class 18 contains 37697 members 
Mstep: Class 19 contains 157895 members 
Mstep: Class 20 contains 16949 members 
Mstep: Class 21 contains 14212 members 
Mstep: Class 22 contains 11097 members 
Mstep: Class 23 contains 4557 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25931 members 
Mstep: Class 26 contains 8346 members 
Mstep: Class 27 contains 514 members 
Mstep: Class 28 contains 4409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888768.000000 Penalty: 94062.085938
Iteration 72Q: 29 clusters Score -1.008888e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 13292 members 
Mstep: Class 3 contains 8057 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 19282 members 
Mstep: Class 6 contains 53816 members 
Mstep: Class 7 contains 91279 members 
Mstep: Class 8 contains 4816 members 
Mstep: Class 9 contains 12985 members 
Mstep: Class 10 contains 2102 members 
Mstep: Class 11 contains 166653 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 6057 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 63787 members 
Mstep: Class 17 contains 13445 members 
Mstep: Class 18 contains 37735 members 
Mstep: Class 19 contains 157894 members 
Mstep: Class 20 contains 16897 members 
Mstep: Class 21 contains 14205 members 
Mstep: Class 22 contains 11104 members 
Mstep: Class 23 contains 4561 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25925 members 
Mstep: Class 26 contains 8351 members 
Mstep: Class 27 contains 514 members 
Mstep: Class 28 contains 4409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888992.000000 Penalty: 94062.085938
Iteration 73Q: 29 clusters Score -1.00889e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 13233 members 
Mstep: Class 3 contains 8054 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 19262 members 
Mstep: Class 6 contains 53874 members 
Mstep: Class 7 contains 91285 members 
Mstep: Class 8 contains 4815 members 
Mstep: Class 9 contains 12996 members 
Mstep: Class 10 contains 2102 members 
Mstep: Class 11 contains 166654 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 6063 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 1566 members 
Mstep: Class 16 contains 63786 members 
Mstep: Class 17 contains 13442 members 
Mstep: Class 18 contains 37755 members 
Mstep: Class 19 contains 157886 members 
Mstep: Class 20 contains 16873 members 
Mstep: Class 21 contains 14198 members 
Mstep: Class 22 contains 11110 members 
Mstep: Class 23 contains 4563 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25923 members 
Mstep: Class 26 contains 8353 members 
Mstep: Class 27 contains 513 members 
Mstep: Class 28 contains 4414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100889344.000000 Penalty: 94062.085938
Iteration 74Q: 29 clusters Score -1.008893e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 13182 members 
Mstep: Class 3 contains 8047 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 19244 members 
Mstep: Class 6 contains 53918 members 
Mstep: Class 7 contains 91289 members 
Mstep: Class 8 contains 4814 members 
Mstep: Class 9 contains 13019 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 166655 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 6072 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 1568 members 
Mstep: Class 16 contains 63783 members 
Mstep: Class 17 contains 13439 members 
Mstep: Class 18 contains 37773 members 
Mstep: Class 19 contains 157883 members 
Mstep: Class 20 contains 16851 members 
Mstep: Class 21 contains 14188 members 
Mstep: Class 22 contains 11108 members 
Mstep: Class 23 contains 4565 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25925 members 
Mstep: Class 26 contains 8353 members 
Mstep: Class 27 contains 513 members 
Mstep: Class 28 contains 4419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100889216.000000 Penalty: 94062.085938
Iteration 75Q: 29 clusters Score -1.008892e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 13154 members 
Mstep: Class 3 contains 8040 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 19229 members 
Mstep: Class 6 contains 53955 members 
Mstep: Class 7 contains 91289 members 
Mstep: Class 8 contains 4813 members 
Mstep: Class 9 contains 13040 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 166659 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 6072 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 1572 members 
Mstep: Class 16 contains 63783 members 
Mstep: Class 17 contains 13439 members 
Mstep: Class 18 contains 37795 members 
Mstep: Class 19 contains 157876 members 
Mstep: Class 20 contains 16816 members 
Mstep: Class 21 contains 14176 members 
Mstep: Class 22 contains 11113 members 
Mstep: Class 23 contains 4567 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25923 members 
Mstep: Class 26 contains 8350 members 
Mstep: Class 27 contains 513 members 
Mstep: Class 28 contains 4426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100889048.000000 Penalty: 94062.085938
Iteration 76Q: 29 clusters Score -1.00889e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 13127 members 
Mstep: Class 3 contains 8035 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 19216 members 
Mstep: Class 6 contains 53992 members 
Mstep: Class 7 contains 91290 members 
Mstep: Class 8 contains 4812 members 
Mstep: Class 9 contains 13057 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 166660 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 6071 members 
Mstep: Class 14 contains 7987 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 63783 members 
Mstep: Class 17 contains 13438 members 
Mstep: Class 18 contains 37817 members 
Mstep: Class 19 contains 157876 members 
Mstep: Class 20 contains 16783 members 
Mstep: Class 21 contains 14170 members 
Mstep: Class 22 contains 11111 members 
Mstep: Class 23 contains 4567 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25924 members 
Mstep: Class 26 contains 8347 members 
Mstep: Class 27 contains 513 members 
Mstep: Class 28 contains 4430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100889104.000000 Penalty: 94062.085938
Iteration 77Q: 29 clusters Score -1.008891e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 13101 members 
Mstep: Class 3 contains 8032 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 19208 members 
Mstep: Class 6 contains 54027 members 
Mstep: Class 7 contains 91288 members 
Mstep: Class 8 contains 4808 members 
Mstep: Class 9 contains 13074 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 166658 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 6076 members 
Mstep: Class 14 contains 7986 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 63783 members 
Mstep: Class 17 contains 13436 members 
Mstep: Class 18 contains 37821 members 
Mstep: Class 19 contains 157877 members 
Mstep: Class 20 contains 16763 members 
Mstep: Class 21 contains 14164 members 
Mstep: Class 22 contains 11113 members 
Mstep: Class 23 contains 4570 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25922 members 
Mstep: Class 26 contains 8342 members 
Mstep: Class 27 contains 513 members 
Mstep: Class 28 contains 4430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100889224.000000 Penalty: 94062.085938
Iteration 78Q: 29 clusters Score -1.008892e+08 nChanged 223
Entering ConstructFrom: 
Score: -100889224.000000 Penalty: 94062.085938
Entering ConstructFrom: 
Trying to split cluster 1 (11709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Entering Unmasked Estep 
Score: -1588316.750000 Penalty: 2323.291992
	Iteration 0F: 2 clusters Score -1588317 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 5846 members 
Entering Unmasked Estep 
Score: -1579612.000000 Penalty: 4646.583984
	Iteration 0F: 3 clusters Score -1579612 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1582266.875000 Penalty: 4646.583984
	Iteration 1F: 3 clusters Score -1582267 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1582751.500000 Penalty: 4646.583984
	Iteration 2F: 3 clusters Score -1582752 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1583224.875000 Penalty: 4646.583984
	Iteration 3F: 3 clusters Score -1583225 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1583720.125000 Penalty: 4646.583984
	Iteration 4F: 3 clusters Score -1583720 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1584218.000000 Penalty: 4646.583984
	Iteration 5F: 3 clusters Score -1584218 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1584686.000000 Penalty: 4646.583984
	Iteration 6F: 3 clusters Score -1584686 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1585065.750000 Penalty: 4646.583984
	Iteration 7F: 3 clusters Score -1585066 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1585374.500000 Penalty: 4646.583984
	Iteration 8Q: 3 clusters Score -1585374 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1585582.125000 Penalty: 4646.583984
	Iteration 9Q: 3 clusters Score -1585582 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1585726.500000 Penalty: 4646.583984
	Iteration 10Q: 3 clusters Score -1585726 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1585815.000000 Penalty: 4646.583984
	Iteration 11Q: 3 clusters Score -1585815 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1585874.125000 Penalty: 4646.583984
	Iteration 12Q: 3 clusters Score -1585874 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1585919.000000 Penalty: 4646.583984
	Iteration 13Q: 3 clusters Score -1585919 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1585965.125000 Penalty: 4646.583984
	Iteration 14Q: 3 clusters Score -1585965 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1586006.250000 Penalty: 4646.583984
	Iteration 15Q: 3 clusters Score -1586006 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1586049.125000 Penalty: 4646.583984
	Iteration 16Q: 3 clusters Score -1586049 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1586087.125000 Penalty: 4646.583984
	Iteration 17Q: 3 clusters Score -1586087 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1586114.125000 Penalty: 4646.583984
	Iteration 18Q: 3 clusters Score -1586114 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1586151.875000 Penalty: 4646.583984
	Iteration 19Q: 3 clusters Score -1586152 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1586183.625000 Penalty: 4646.583984
	Iteration 20F: 3 clusters Score -1586184 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1586208.500000 Penalty: 4646.583984
	Iteration 21Q: 3 clusters Score -1586208 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1586238.750000 Penalty: 4646.583984
	Iteration 22Q: 3 clusters Score -1586239 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1586281.125000 Penalty: 4646.583984
	Iteration 23Q: 3 clusters Score -1586281 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1586317.875000 Penalty: 4646.583984
	Iteration 24Q: 3 clusters Score -1586318 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1586341.125000 Penalty: 4646.583984
	Iteration 25Q: 3 clusters Score -1586341 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1586371.250000 Penalty: 4646.583984
	Iteration 26Q: 3 clusters Score -1586371 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1586393.375000 Penalty: 4646.583984
	Iteration 27Q: 3 clusters Score -1586393 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1586419.625000 Penalty: 4646.583984
	Iteration 28Q: 3 clusters Score -1586420 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1586448.750000 Penalty: 4646.583984
	Iteration 29Q: 3 clusters Score -1586449 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1586465.000000 Penalty: 4646.583984
	Iteration 30Q: 3 clusters Score -1586465 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1586481.500000 Penalty: 4646.583984
	Iteration 31Q: 3 clusters Score -1586482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1586498.250000 Penalty: 4646.583984
	Iteration 32Q: 3 clusters Score -1586498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1586510.375000 Penalty: 4646.583984
	Iteration 33Q: 3 clusters Score -1586510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1586512.875000 Penalty: 4646.583984
	Iteration 34Q: 3 clusters Score -1586513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1586523.000000 Penalty: 4646.583984
	Iteration 35Q: 3 clusters Score -1586523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1586527.750000 Penalty: 4646.583984
	Iteration 36Q: 3 clusters Score -1586528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1586530.125000 Penalty: 4646.583984
	Iteration 37Q: 3 clusters Score -1586530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1586533.250000 Penalty: 4646.583984
	Iteration 38Q: 3 clusters Score -1586533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1586538.875000 Penalty: 4646.583984
	Iteration 39Q: 3 clusters Score -1586539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1586548.125000 Penalty: 4646.583984
	Iteration 40F: 3 clusters Score -1586548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1586548.500000 Penalty: 4646.583984
	Iteration 41Q: 3 clusters Score -1586548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1586548.375000 Penalty: 4646.583984
	Iteration 42Q: 3 clusters Score -1586548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1586553.875000 Penalty: 4646.583984
	Iteration 43Q: 3 clusters Score -1586554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1586562.125000 Penalty: 4646.583984
	Iteration 44Q: 3 clusters Score -1586562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1586565.375000 Penalty: 4646.583984
	Iteration 45Q: 3 clusters Score -1586565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1586574.625000 Penalty: 4646.583984
	Iteration 46Q: 3 clusters Score -1586575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1586574.875000 Penalty: 4646.583984
	Iteration 47Q: 3 clusters Score -1586575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1586584.125000 Penalty: 4646.583984
	Iteration 48Q: 3 clusters Score -1586584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1586585.500000 Penalty: 4646.583984
	Iteration 49Q: 3 clusters Score -1586586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1586590.625000 Penalty: 4646.583984
	Iteration 50Q: 3 clusters Score -1586591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1586596.000000 Penalty: 4646.583984
	Iteration 51Q: 3 clusters Score -1586596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1586597.250000 Penalty: 4646.583984
	Iteration 52Q: 3 clusters Score -1586597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1586600.000000 Penalty: 4646.583984
	Iteration 53Q: 3 clusters Score -1586600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1586604.750000 Penalty: 4646.583984
	Iteration 54Q: 3 clusters Score -1586605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1586606.750000 Penalty: 4646.583984
	Iteration 55Q: 3 clusters Score -1586607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1586611.875000 Penalty: 4646.583984
	Iteration 56Q: 3 clusters Score -1586612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1586611.750000 Penalty: 4646.583984
	Iteration 57Q: 3 clusters Score -1586612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1586612.125000 Penalty: 4646.583984
	Iteration 58Q: 3 clusters Score -1586612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1586615.250000 Penalty: 4646.583984
	Iteration 59Q: 3 clusters Score -1586615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1586616.625000 Penalty: 4646.583984
	Iteration 60F: 3 clusters Score -1586617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1586616.250000 Penalty: 4646.583984
	Iteration 61Q: 3 clusters Score -1586616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1586616.625000 Penalty: 4646.583984
	Iteration 62Q: 3 clusters Score -1586617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1586622.375000 Penalty: 4646.583984
	Iteration 63Q: 3 clusters Score -1586622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1586620.875000 Penalty: 4646.583984
	Iteration 64Q: 3 clusters Score -1586621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1586621.875000 Penalty: 4646.583984
	Iteration 65Q: 3 clusters Score -1586622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1586622.625000 Penalty: 4646.583984
	Iteration 66Q: 3 clusters Score -1586623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1586626.375000 Penalty: 4646.583984
	Iteration 67Q: 3 clusters Score -1586626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1586628.500000 Penalty: 4646.583984
	Iteration 68Q: 3 clusters Score -1586628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1586627.250000 Penalty: 4646.583984
	Iteration 69Q: 3 clusters Score -1586627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1586627.750000 Penalty: 4646.583984
	Iteration 70Q: 3 clusters Score -1586628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1586627.625000 Penalty: 4646.583984
	Iteration 71Q: 3 clusters Score -1586628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1586628.625000 Penalty: 4646.583984
	Iteration 72Q: 3 clusters Score -1586629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1586627.625000 Penalty: 4646.583984
	Iteration 73Q: 3 clusters Score -1586628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1586627.625000 Penalty: 4646.583984
	Iteration 74F: 3 clusters Score -1586628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Entering Unmasked Estep 
Score: -1760107.375000 Penalty: 2350.846924
	Iteration 0F: 2 clusters Score -1760107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1750456.500000 Penalty: 4701.693848
	Iteration 0F: 3 clusters Score -1750456 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1753408.125000 Penalty: 4701.693848
	Iteration 1F: 3 clusters Score -1753408 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1753751.875000 Penalty: 4701.693848
	Iteration 2F: 3 clusters Score -1753752 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1754035.375000 Penalty: 4701.693848
	Iteration 3F: 3 clusters Score -1754035 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1754347.625000 Penalty: 4701.693848
	Iteration 4Q: 3 clusters Score -1754348 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1754766.000000 Penalty: 4701.693848
	Iteration 5Q: 3 clusters Score -1754766 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1755351.125000 Penalty: 4701.693848
	Iteration 6F: 3 clusters Score -1755351 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1755998.750000 Penalty: 4701.693848
	Iteration 7F: 3 clusters Score -1755999 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1756625.250000 Penalty: 4701.693848
	Iteration 8F: 3 clusters Score -1756625 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1757181.250000 Penalty: 4701.693848
	Iteration 9F: 3 clusters Score -1757181 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1757613.125000 Penalty: 4701.693848
	Iteration 10Q: 3 clusters Score -1757613 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1757926.750000 Penalty: 4701.693848
	Iteration 11Q: 3 clusters Score -1757927 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1758132.125000 Penalty: 4701.693848
	Iteration 12Q: 3 clusters Score -1758132 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1758292.625000 Penalty: 4701.693848
	Iteration 13Q: 3 clusters Score -1758293 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1758434.875000 Penalty: 4701.693848
	Iteration 14Q: 3 clusters Score -1758435 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1758564.000000 Penalty: 4701.693848
	Iteration 15Q: 3 clusters Score -1758564 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1758660.375000 Penalty: 4701.693848
	Iteration 16Q: 3 clusters Score -1758660 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1758742.250000 Penalty: 4701.693848
	Iteration 17Q: 3 clusters Score -1758742 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1758787.000000 Penalty: 4701.693848
	Iteration 18Q: 3 clusters Score -1758787 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1758822.250000 Penalty: 4701.693848
	Iteration 19Q: 3 clusters Score -1758822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1758843.125000 Penalty: 4701.693848
	Iteration 20F: 3 clusters Score -1758843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1758852.500000 Penalty: 4701.693848
	Iteration 21Q: 3 clusters Score -1758852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1758854.375000 Penalty: 4701.693848
	Iteration 22Q: 3 clusters Score -1758854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1758863.250000 Penalty: 4701.693848
	Iteration 23Q: 3 clusters Score -1758863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1758870.125000 Penalty: 4701.693848
	Iteration 24Q: 3 clusters Score -1758870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1758874.875000 Penalty: 4701.693848
	Iteration 25Q: 3 clusters Score -1758875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1758879.375000 Penalty: 4701.693848
	Iteration 26Q: 3 clusters Score -1758879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1758878.625000 Penalty: 4701.693848
	Iteration 27Q: 3 clusters Score -1758879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1758878.750000 Penalty: 4701.693848
	Iteration 28Q: 3 clusters Score -1758879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1758877.375000 Penalty: 4701.693848
	Iteration 29Q: 3 clusters Score -1758877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1758879.625000 Penalty: 4701.693848
	Iteration 30Q: 3 clusters Score -1758880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1758881.750000 Penalty: 4701.693848
	Iteration 31Q: 3 clusters Score -1758882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1758882.750000 Penalty: 4701.693848
	Iteration 32Q: 3 clusters Score -1758883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1758882.500000 Penalty: 4701.693848
	Iteration 33Q: 3 clusters Score -1758882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1758884.625000 Penalty: 4701.693848
	Iteration 34Q: 3 clusters Score -1758885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1758884.625000 Penalty: 4701.693848
	Iteration 35F: 3 clusters Score -1758885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Entering Unmasked Estep 
Score: -1070725.000000 Penalty: 2229.722168
	Iteration 0F: 2 clusters Score -1070725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1064286.875000 Penalty: 4459.444336
	Iteration 0F: 3 clusters Score -1064287 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1066072.375000 Penalty: 4459.444336
	Iteration 1F: 3 clusters Score -1066072 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1066324.875000 Penalty: 4459.444336
	Iteration 2F: 3 clusters Score -1066325 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1066487.000000 Penalty: 4459.444336
	Iteration 3Q: 3 clusters Score -1066487 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1066619.250000 Penalty: 4459.444336
	Iteration 4Q: 3 clusters Score -1066619 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1066728.875000 Penalty: 4459.444336
	Iteration 5Q: 3 clusters Score -1066729 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1066840.125000 Penalty: 4459.444336
	Iteration 6Q: 3 clusters Score -1066840 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1066949.875000 Penalty: 4459.444336
	Iteration 7Q: 3 clusters Score -1066950 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1067054.125000 Penalty: 4459.444336
	Iteration 8Q: 3 clusters Score -1067054 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1067171.750000 Penalty: 4459.444336
	Iteration 9Q: 3 clusters Score -1067172 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1067307.500000 Penalty: 4459.444336
	Iteration 10Q: 3 clusters Score -1067308 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1067449.250000 Penalty: 4459.444336
	Iteration 11Q: 3 clusters Score -1067449 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1067588.500000 Penalty: 4459.444336
	Iteration 12Q: 3 clusters Score -1067588 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1067718.375000 Penalty: 4459.444336
	Iteration 13Q: 3 clusters Score -1067718 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1067854.625000 Penalty: 4459.444336
	Iteration 14Q: 3 clusters Score -1067855 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1067984.000000 Penalty: 4459.444336
	Iteration 15Q: 3 clusters Score -1067984 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1068117.750000 Penalty: 4459.444336
	Iteration 16Q: 3 clusters Score -1068118 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1068227.250000 Penalty: 4459.444336
	Iteration 17Q: 3 clusters Score -1068227 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1068318.500000 Penalty: 4459.444336
	Iteration 18Q: 3 clusters Score -1068318 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1068384.125000 Penalty: 4459.444336
	Iteration 19Q: 3 clusters Score -1068384 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1068433.125000 Penalty: 4459.444336
	Iteration 20F: 3 clusters Score -1068433 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1068481.250000 Penalty: 4459.444336
	Iteration 21Q: 3 clusters Score -1068481 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1068525.250000 Penalty: 4459.444336
	Iteration 22Q: 3 clusters Score -1068525 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1068565.125000 Penalty: 4459.444336
	Iteration 23Q: 3 clusters Score -1068565 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1068603.375000 Penalty: 4459.444336
	Iteration 24Q: 3 clusters Score -1068603 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1068638.500000 Penalty: 4459.444336
	Iteration 25Q: 3 clusters Score -1068638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1068663.625000 Penalty: 4459.444336
	Iteration 26Q: 3 clusters Score -1068664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1068686.750000 Penalty: 4459.444336
	Iteration 27Q: 3 clusters Score -1068687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1068715.625000 Penalty: 4459.444336
	Iteration 28Q: 3 clusters Score -1068716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1068738.250000 Penalty: 4459.444336
	Iteration 29Q: 3 clusters Score -1068738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1068757.875000 Penalty: 4459.444336
	Iteration 30Q: 3 clusters Score -1068758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1068775.250000 Penalty: 4459.444336
	Iteration 31Q: 3 clusters Score -1068775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1068791.000000 Penalty: 4459.444336
	Iteration 32Q: 3 clusters Score -1068791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1068805.750000 Penalty: 4459.444336
	Iteration 33Q: 3 clusters Score -1068806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1068811.750000 Penalty: 4459.444336
	Iteration 34Q: 3 clusters Score -1068812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1068816.500000 Penalty: 4459.444336
	Iteration 35Q: 3 clusters Score -1068816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1068822.375000 Penalty: 4459.444336
	Iteration 36Q: 3 clusters Score -1068822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1068828.125000 Penalty: 4459.444336
	Iteration 37Q: 3 clusters Score -1068828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1068833.750000 Penalty: 4459.444336
	Iteration 38Q: 3 clusters Score -1068834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1068835.500000 Penalty: 4459.444336
	Iteration 39Q: 3 clusters Score -1068836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1068837.375000 Penalty: 4459.444336
	Iteration 40F: 3 clusters Score -1068837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1068837.250000 Penalty: 4459.444336
	Iteration 41Q: 3 clusters Score -1068837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1068837.250000 Penalty: 4459.444336
	Iteration 42F: 3 clusters Score -1068837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Entering Unmasked Estep 
Score: -307955.187500 Penalty: 1930.239624
	Iteration 0F: 2 clusters Score -307955.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -305168.968750 Penalty: 3860.479248
	Iteration 0F: 3 clusters Score -305169 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -305896.687500 Penalty: 3860.479248
	Iteration 1F: 3 clusters Score -305896.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -306245.250000 Penalty: 3860.479248
	Iteration 2F: 3 clusters Score -306245.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -306527.437500 Penalty: 3860.479248
	Iteration 3F: 3 clusters Score -306527.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -306717.437500 Penalty: 3860.479248
	Iteration 4F: 3 clusters Score -306717.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -306850.125000 Penalty: 3860.479248
	Iteration 5Q: 3 clusters Score -306850.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -306932.343750 Penalty: 3860.479248
	Iteration 6Q: 3 clusters Score -306932.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -306991.718750 Penalty: 3860.479248
	Iteration 7Q: 3 clusters Score -306991.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -307023.156250 Penalty: 3860.479248
	Iteration 8Q: 3 clusters Score -307023.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -307040.062500 Penalty: 3860.479248
	Iteration 9Q: 3 clusters Score -307040.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -307049.593750 Penalty: 3860.479248
	Iteration 10Q: 3 clusters Score -307049.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -307058.718750 Penalty: 3860.479248
	Iteration 11Q: 3 clusters Score -307058.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -307068.562500 Penalty: 3860.479248
	Iteration 12Q: 3 clusters Score -307068.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -307079.406250 Penalty: 3860.479248
	Iteration 13Q: 3 clusters Score -307079.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -307087.562500 Penalty: 3860.479248
	Iteration 14Q: 3 clusters Score -307087.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -307090.281250 Penalty: 3860.479248
	Iteration 15Q: 3 clusters Score -307090.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -307093.156250 Penalty: 3860.479248
	Iteration 16Q: 3 clusters Score -307093.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -307096.781250 Penalty: 3860.479248
	Iteration 17Q: 3 clusters Score -307096.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -307101.687500 Penalty: 3860.479248
	Iteration 18Q: 3 clusters Score -307101.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -307106.437500 Penalty: 3860.479248
	Iteration 19Q: 3 clusters Score -307106.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -307112.218750 Penalty: 3860.479248
	Iteration 20F: 3 clusters Score -307112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -307116.093750 Penalty: 3860.479248
	Iteration 21Q: 3 clusters Score -307116.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -307118.656250 Penalty: 3860.479248
	Iteration 22Q: 3 clusters Score -307118.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -307121.437500 Penalty: 3860.479248
	Iteration 23Q: 3 clusters Score -307121.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -307124.625000 Penalty: 3860.479248
	Iteration 24Q: 3 clusters Score -307124.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -307124.812500 Penalty: 3860.479248
	Iteration 25Q: 3 clusters Score -307124.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -307124.812500 Penalty: 3860.479248
	Iteration 26F: 3 clusters Score -307124.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Entering Unmasked Estep 
Score: -2603733.000000 Penalty: 2445.928223
	Iteration 0F: 2 clusters Score -2603733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2590212.000000 Penalty: 4891.856445
	Iteration 0F: 3 clusters Score -2590212 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2594985.500000 Penalty: 4891.856445
	Iteration 1F: 3 clusters Score -2594986 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2595809.750000 Penalty: 4891.856445
	Iteration 2F: 3 clusters Score -2595810 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2596603.000000 Penalty: 4891.856445
	Iteration 3F: 3 clusters Score -2596603 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2597457.250000 Penalty: 4891.856445
	Iteration 4F: 3 clusters Score -2597457 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2598349.250000 Penalty: 4891.856445
	Iteration 5F: 3 clusters Score -2598349 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2599247.250000 Penalty: 4891.856445
	Iteration 6F: 3 clusters Score -2599247 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2600048.000000 Penalty: 4891.856445
	Iteration 7F: 3 clusters Score -2600048 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2600616.750000 Penalty: 4891.856445
	Iteration 8Q: 3 clusters Score -2600617 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2601106.250000 Penalty: 4891.856445
	Iteration 9Q: 3 clusters Score -2601106 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2601559.500000 Penalty: 4891.856445
	Iteration 10Q: 3 clusters Score -2601560 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2601971.250000 Penalty: 4891.856445
	Iteration 11Q: 3 clusters Score -2601971 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2602294.000000 Penalty: 4891.856445
	Iteration 12Q: 3 clusters Score -2602294 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2602481.750000 Penalty: 4891.856445
	Iteration 13Q: 3 clusters Score -2602482 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2602634.750000 Penalty: 4891.856445
	Iteration 14Q: 3 clusters Score -2602635 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2602739.750000 Penalty: 4891.856445
	Iteration 15Q: 3 clusters Score -2602740 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2602813.750000 Penalty: 4891.856445
	Iteration 16Q: 3 clusters Score -2602814 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2602882.750000 Penalty: 4891.856445
	Iteration 17Q: 3 clusters Score -2602883 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2602943.000000 Penalty: 4891.856445
	Iteration 18Q: 3 clusters Score -2602943 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2602999.000000 Penalty: 4891.856445
	Iteration 19Q: 3 clusters Score -2602999 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2603045.250000 Penalty: 4891.856445
	Iteration 20F: 3 clusters Score -2603045 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2603067.500000 Penalty: 4891.856445
	Iteration 21Q: 3 clusters Score -2603068 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2603106.000000 Penalty: 4891.856445
	Iteration 22Q: 3 clusters Score -2603106 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2603123.250000 Penalty: 4891.856445
	Iteration 23Q: 3 clusters Score -2603123 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2603151.750000 Penalty: 4891.856445
	Iteration 24Q: 3 clusters Score -2603152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2603164.250000 Penalty: 4891.856445
	Iteration 25Q: 3 clusters Score -2603164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2603175.250000 Penalty: 4891.856445
	Iteration 26Q: 3 clusters Score -2603175 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2603192.250000 Penalty: 4891.856445
	Iteration 27Q: 3 clusters Score -2603192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2603198.250000 Penalty: 4891.856445
	Iteration 28Q: 3 clusters Score -2603198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2603202.000000 Penalty: 4891.856445
	Iteration 29Q: 3 clusters Score -2603202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2603201.500000 Penalty: 4891.856445
	Iteration 30Q: 3 clusters Score -2603202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2603213.250000 Penalty: 4891.856445
	Iteration 31Q: 3 clusters Score -2603213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2603215.000000 Penalty: 4891.856445
	Iteration 32Q: 3 clusters Score -2603215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2603219.500000 Penalty: 4891.856445
	Iteration 33Q: 3 clusters Score -2603220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2603222.750000 Penalty: 4891.856445
	Iteration 34Q: 3 clusters Score -2603223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2603223.000000 Penalty: 4891.856445
	Iteration 35Q: 3 clusters Score -2603223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2603219.500000 Penalty: 4891.856445
	Iteration 36Q: 3 clusters Score -2603220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2603225.000000 Penalty: 4891.856445
	Iteration 37Q: 3 clusters Score -2603225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2603223.750000 Penalty: 4891.856445
	Iteration 38Q: 3 clusters Score -2603224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2603232.250000 Penalty: 4891.856445
	Iteration 39Q: 3 clusters Score -2603232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2603228.250000 Penalty: 4891.856445
	Iteration 40F: 3 clusters Score -2603228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2603234.500000 Penalty: 4891.856445
	Iteration 41Q: 3 clusters Score -2603234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2603233.750000 Penalty: 4891.856445
	Iteration 42Q: 3 clusters Score -2603234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2603231.750000 Penalty: 4891.856445
	Iteration 43Q: 3 clusters Score -2603232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2603233.000000 Penalty: 4891.856445
	Iteration 44Q: 3 clusters Score -2603233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2603233.750000 Penalty: 4891.856445
	Iteration 45Q: 3 clusters Score -2603234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2603232.250000 Penalty: 4891.856445
	Iteration 46Q: 3 clusters Score -2603232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2603235.750000 Penalty: 4891.856445
	Iteration 47Q: 3 clusters Score -2603236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2603233.500000 Penalty: 4891.856445
	Iteration 48Q: 3 clusters Score -2603234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2603233.500000 Penalty: 4891.856445
	Iteration 49F: 3 clusters Score -2603234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Entering Unmasked Estep 
Score: -7426807.000000 Penalty: 2702.630127
	Iteration 0F: 2 clusters Score -7426807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -7390230.500000 Penalty: 5405.260254
	Iteration 0F: 3 clusters Score -7390230 nChanged 25213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -7404821.500000 Penalty: 5405.260254
	Iteration 1F: 3 clusters Score -7404822 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -7405733.500000 Penalty: 5405.260254
	Iteration 2Q: 3 clusters Score -7405734 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -7406767.500000 Penalty: 5405.260254
	Iteration 3Q: 3 clusters Score -7406768 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -7408204.500000 Penalty: 5405.260254
	Iteration 4Q: 3 clusters Score -7408204 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -7410825.000000 Penalty: 5405.260254
	Iteration 5F: 3 clusters Score -7410825 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -7416411.500000 Penalty: 5405.260254
	Iteration 6F: 3 clusters Score -7416412 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -7424933.500000 Penalty: 5405.260254
	Iteration 7F: 3 clusters Score -7424934 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -7431778.500000 Penalty: 5405.260254
	Iteration 8F: 3 clusters Score -7431778 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -7435867.500000 Penalty: 5405.260254
	Iteration 9F: 3 clusters Score -7435868 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -7439012.500000 Penalty: 5405.260254
	Iteration 10Q: 3 clusters Score -7439012 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -7441324.500000 Penalty: 5405.260254
	Iteration 11Q: 3 clusters Score -7441324 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -7442497.500000 Penalty: 5405.260254
	Iteration 12Q: 3 clusters Score -7442498 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -7442998.000000 Penalty: 5405.260254
	Iteration 13Q: 3 clusters Score -7442998 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -7443160.500000 Penalty: 5405.260254
	Iteration 14Q: 3 clusters Score -7443160 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -7443197.000000 Penalty: 5405.260254
	Iteration 15Q: 3 clusters Score -7443197 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -7443210.500000 Penalty: 5405.260254
	Iteration 16Q: 3 clusters Score -7443210 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -7443245.500000 Penalty: 5405.260254
	Iteration 17Q: 3 clusters Score -7443246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -7443235.500000 Penalty: 5405.260254
	Iteration 18Q: 3 clusters Score -7443236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -7443232.000000 Penalty: 5405.260254
	Iteration 19Q: 3 clusters Score -7443232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -7443251.500000 Penalty: 5405.260254
	Iteration 20F: 3 clusters Score -7443252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -7443248.500000 Penalty: 5405.260254
	Iteration 21Q: 3 clusters Score -7443248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -7443247.000000 Penalty: 5405.260254
	Iteration 22Q: 3 clusters Score -7443247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -7443250.000000 Penalty: 5405.260254
	Iteration 23Q: 3 clusters Score -7443250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -7443247.000000 Penalty: 5405.260254
	Iteration 24Q: 3 clusters Score -7443247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -7443247.000000 Penalty: 5405.260254
	Iteration 25F: 3 clusters Score -7443247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 13085 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 19199 members 
Mstep: Class 6 contains 39423 members 
Mstep: Class 7 contains 91294 members 
Mstep: Class 8 contains 4806 members 
Mstep: Class 9 contains 13101 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 166659 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 6081 members 
Mstep: Class 14 contains 7981 members 
Mstep: Class 15 contains 1578 members 
Mstep: Class 16 contains 63782 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 37839 members 
Mstep: Class 19 contains 157880 members 
Mstep: Class 20 contains 16726 members 
Mstep: Class 21 contains 14160 members 
Mstep: Class 22 contains 11109 members 
Mstep: Class 23 contains 4572 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25922 members 
Mstep: Class 26 contains 8332 members 
Mstep: Class 27 contains 513 members 
Mstep: Class 28 contains 4429 members 
Mstep: Class 29 contains 14629 members 
Entering Unmasked Estep 
Score: -100905688.000000 Penalty: 97421.445312
Splitting cluster 6 changes total score from -100889224.000000 to -100905688.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 7 (91294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91294 members 
Entering Unmasked Estep 
Score: -12424229.000000 Penalty: 2832.616455
	Iteration 0F: 2 clusters Score -1.242423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -12363137.000000 Penalty: 5665.232910
	Iteration 0F: 3 clusters Score -1.236314e+07 nChanged 42917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -12387773.000000 Penalty: 5665.232910
	Iteration 1F: 3 clusters Score -1.238777e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -12388537.000000 Penalty: 5665.232910
	Iteration 2Q: 3 clusters Score -1.238854e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -12389557.000000 Penalty: 5665.232910
	Iteration 3Q: 3 clusters Score -1.238956e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -12391280.000000 Penalty: 5665.232910
	Iteration 4Q: 3 clusters Score -1.239128e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 59842 members 
Entering Unmasked Estep 
Score: -12394283.000000 Penalty: 5665.232910
	Iteration 5F: 3 clusters Score -1.239428e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 66254 members 
Entering Unmasked Estep 
Score: -12399225.000000 Penalty: 5665.232910
	Iteration 6F: 3 clusters Score -1.239922e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 73620 members 
Entering Unmasked Estep 
Score: -12405850.000000 Penalty: 5665.232910
	Iteration 7F: 3 clusters Score -1.240585e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -12412230.000000 Penalty: 5665.232910
	Iteration 8F: 3 clusters Score -1.241223e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 85243 members 
Entering Unmasked Estep 
Score: -12416839.000000 Penalty: 5665.232910
	Iteration 9F: 3 clusters Score -1.241684e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 88168 members 
Entering Unmasked Estep 
Score: -12419361.000000 Penalty: 5665.232910
	Iteration 10Q: 3 clusters Score -1.241936e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 89594 members 
Entering Unmasked Estep 
Score: -12420577.000000 Penalty: 5665.232910
	Iteration 11Q: 3 clusters Score -1.242058e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 90256 members 
Entering Unmasked Estep 
Score: -12421182.000000 Penalty: 5665.232910
	Iteration 12Q: 3 clusters Score -1.242118e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 90536 members 
Entering Unmasked Estep 
Score: -12421421.000000 Penalty: 5665.232910
	Iteration 13Q: 3 clusters Score -1.242142e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 90678 members 
Entering Unmasked Estep 
Score: -12421514.000000 Penalty: 5665.232910
	Iteration 14Q: 3 clusters Score -1.242151e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 90737 members 
Entering Unmasked Estep 
Score: -12421581.000000 Penalty: 5665.232910
	Iteration 15Q: 3 clusters Score -1.242158e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 90784 members 
Entering Unmasked Estep 
Score: -12421635.000000 Penalty: 5665.232910
	Iteration 16Q: 3 clusters Score -1.242164e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -12421685.000000 Penalty: 5665.232910
	Iteration 17Q: 3 clusters Score -1.242168e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 90840 members 
Entering Unmasked Estep 
Score: -12421717.000000 Penalty: 5665.232910
	Iteration 18Q: 3 clusters Score -1.242172e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 90855 members 
Entering Unmasked Estep 
Score: -12421746.000000 Penalty: 5665.232910
	Iteration 19Q: 3 clusters Score -1.242175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 90870 members 
Entering Unmasked Estep 
Score: -12421758.000000 Penalty: 5665.232910
	Iteration 20F: 3 clusters Score -1.242176e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 90877 members 
Entering Unmasked Estep 
Score: -12421775.000000 Penalty: 5665.232910
	Iteration 21Q: 3 clusters Score -1.242178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 90885 members 
Entering Unmasked Estep 
Score: -12421790.000000 Penalty: 5665.232910
	Iteration 22Q: 3 clusters Score -1.242179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 90886 members 
Entering Unmasked Estep 
Score: -12421799.000000 Penalty: 5665.232910
	Iteration 23Q: 3 clusters Score -1.24218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 90887 members 
Entering Unmasked Estep 
Score: -12421809.000000 Penalty: 5665.232910
	Iteration 24Q: 3 clusters Score -1.242181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 90890 members 
Entering Unmasked Estep 
Score: -12421808.000000 Penalty: 5665.232910
	Iteration 25Q: 3 clusters Score -1.242181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 90892 members 
Entering Unmasked Estep 
Score: -12421813.000000 Penalty: 5665.232910
	Iteration 26Q: 3 clusters Score -1.242181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 90892 members 
Entering Unmasked Estep 
Score: -12421814.000000 Penalty: 5665.232910
	Iteration 27Q: 3 clusters Score -1.242181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 90894 members 
Entering Unmasked Estep 
Score: -12421819.000000 Penalty: 5665.232910
	Iteration 28Q: 3 clusters Score -1.242182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 90894 members 
Entering Unmasked Estep 
Score: -12421819.000000 Penalty: 5665.232910
	Iteration 29F: 3 clusters Score -1.242182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Entering Unmasked Estep 
Score: -582423.000000 Penalty: 2102.449707
	Iteration 0F: 2 clusters Score -582423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -578065.375000 Penalty: 4204.899414
	Iteration 0F: 3 clusters Score -578065.4 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -579232.687500 Penalty: 4204.899414
	Iteration 1F: 3 clusters Score -579232.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -579631.375000 Penalty: 4204.899414
	Iteration 2F: 3 clusters Score -579631.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -579957.562500 Penalty: 4204.899414
	Iteration 3F: 3 clusters Score -579957.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -580287.125000 Penalty: 4204.899414
	Iteration 4F: 3 clusters Score -580287.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -580630.062500 Penalty: 4204.899414
	Iteration 5F: 3 clusters Score -580630.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -580964.687500 Penalty: 4204.899414
	Iteration 6F: 3 clusters Score -580964.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -581224.875000 Penalty: 4204.899414
	Iteration 7Q: 3 clusters Score -581224.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -581363.125000 Penalty: 4204.899414
	Iteration 8Q: 3 clusters Score -581363.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -581435.375000 Penalty: 4204.899414
	Iteration 9Q: 3 clusters Score -581435.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -581488.687500 Penalty: 4204.899414
	Iteration 10Q: 3 clusters Score -581488.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -581524.125000 Penalty: 4204.899414
	Iteration 11Q: 3 clusters Score -581524.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -581553.812500 Penalty: 4204.899414
	Iteration 12Q: 3 clusters Score -581553.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -581575.062500 Penalty: 4204.899414
	Iteration 13Q: 3 clusters Score -581575.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -581589.875000 Penalty: 4204.899414
	Iteration 14Q: 3 clusters Score -581589.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -581602.625000 Penalty: 4204.899414
	Iteration 15Q: 3 clusters Score -581602.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -581612.625000 Penalty: 4204.899414
	Iteration 16Q: 3 clusters Score -581612.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -581624.750000 Penalty: 4204.899414
	Iteration 17Q: 3 clusters Score -581624.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -581634.437500 Penalty: 4204.899414
	Iteration 18Q: 3 clusters Score -581634.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -581642.500000 Penalty: 4204.899414
	Iteration 19Q: 3 clusters Score -581642.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -581649.437500 Penalty: 4204.899414
	Iteration 20F: 3 clusters Score -581649.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -581655.875000 Penalty: 4204.899414
	Iteration 21Q: 3 clusters Score -581655.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -581657.687500 Penalty: 4204.899414
	Iteration 22Q: 3 clusters Score -581657.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -581661.687500 Penalty: 4204.899414
	Iteration 23Q: 3 clusters Score -581661.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -581663.625000 Penalty: 4204.899414
	Iteration 24Q: 3 clusters Score -581663.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -581666.062500 Penalty: 4204.899414
	Iteration 25Q: 3 clusters Score -581666.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -581669.312500 Penalty: 4204.899414
	Iteration 26Q: 3 clusters Score -581669.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -581671.687500 Penalty: 4204.899414
	Iteration 27Q: 3 clusters Score -581671.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -581676.000000 Penalty: 4204.899414
	Iteration 28Q: 3 clusters Score -581676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -581679.125000 Penalty: 4204.899414
	Iteration 29Q: 3 clusters Score -581679.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -581679.937500 Penalty: 4204.899414
	Iteration 30Q: 3 clusters Score -581679.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -581682.062500 Penalty: 4204.899414
	Iteration 31Q: 3 clusters Score -581682.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -581684.250000 Penalty: 4204.899414
	Iteration 32Q: 3 clusters Score -581684.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -581686.812500 Penalty: 4204.899414
	Iteration 33Q: 3 clusters Score -581686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -581688.312500 Penalty: 4204.899414
	Iteration 34Q: 3 clusters Score -581688.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -581687.687500 Penalty: 4204.899414
	Iteration 35Q: 3 clusters Score -581687.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -581689.875000 Penalty: 4204.899414
	Iteration 36Q: 3 clusters Score -581689.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -581692.125000 Penalty: 4204.899414
	Iteration 37Q: 3 clusters Score -581692.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -581694.250000 Penalty: 4204.899414
	Iteration 38Q: 3 clusters Score -581694.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -581696.187500 Penalty: 4204.899414
	Iteration 39Q: 3 clusters Score -581696.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -581697.562500 Penalty: 4204.899414
	Iteration 40F: 3 clusters Score -581697.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -581699.000000 Penalty: 4204.899414
	Iteration 41Q: 3 clusters Score -581699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -581699.812500 Penalty: 4204.899414
	Iteration 42Q: 3 clusters Score -581699.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -581701.937500 Penalty: 4204.899414
	Iteration 43Q: 3 clusters Score -581701.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -581702.437500 Penalty: 4204.899414
	Iteration 44Q: 3 clusters Score -581702.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -581703.062500 Penalty: 4204.899414
	Iteration 45Q: 3 clusters Score -581703.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -581705.812500 Penalty: 4204.899414
	Iteration 46Q: 3 clusters Score -581705.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -581707.062500 Penalty: 4204.899414
	Iteration 47Q: 3 clusters Score -581707.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -581709.562500 Penalty: 4204.899414
	Iteration 48Q: 3 clusters Score -581709.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -581710.687500 Penalty: 4204.899414
	Iteration 49Q: 3 clusters Score -581710.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -581711.000000 Penalty: 4204.899414
	Iteration 50Q: 3 clusters Score -581711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -581712.750000 Penalty: 4204.899414
	Iteration 51Q: 3 clusters Score -581712.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -581713.000000 Penalty: 4204.899414
	Iteration 52Q: 3 clusters Score -581713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -581715.062500 Penalty: 4204.899414
	Iteration 53Q: 3 clusters Score -581715.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -581716.500000 Penalty: 4204.899414
	Iteration 54Q: 3 clusters Score -581716.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -581718.187500 Penalty: 4204.899414
	Iteration 55Q: 3 clusters Score -581718.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -581721.562500 Penalty: 4204.899414
	Iteration 56Q: 3 clusters Score -581721.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -581722.375000 Penalty: 4204.899414
	Iteration 57Q: 3 clusters Score -581722.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -581720.875000 Penalty: 4204.899414
	Iteration 58Q: 3 clusters Score -581720.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -581721.250000 Penalty: 4204.899414
	Iteration 59Q: 3 clusters Score -581721.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -581721.500000 Penalty: 4204.899414
	Iteration 60F: 3 clusters Score -581721.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -581722.562500 Penalty: 4204.899414
	Iteration 61Q: 3 clusters Score -581722.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -581722.562500 Penalty: 4204.899414
	Iteration 62F: 3 clusters Score -581722.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Entering Unmasked Estep 
Score: -1668910.375000 Penalty: 2351.150146
	Iteration 0F: 2 clusters Score -1668910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1659244.500000 Penalty: 4702.300293
	Iteration 0F: 3 clusters Score -1659244 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1662402.250000 Penalty: 4702.300293
	Iteration 1F: 3 clusters Score -1662402 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1662923.375000 Penalty: 4702.300293
	Iteration 2F: 3 clusters Score -1662923 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1663397.750000 Penalty: 4702.300293
	Iteration 3F: 3 clusters Score -1663398 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1663818.125000 Penalty: 4702.300293
	Iteration 4F: 3 clusters Score -1663818 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1664230.750000 Penalty: 4702.300293
	Iteration 5F: 3 clusters Score -1664231 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1664656.000000 Penalty: 4702.300293
	Iteration 6F: 3 clusters Score -1664656 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1665022.750000 Penalty: 4702.300293
	Iteration 7Q: 3 clusters Score -1665023 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1665380.625000 Penalty: 4702.300293
	Iteration 8Q: 3 clusters Score -1665381 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1665683.750000 Penalty: 4702.300293
	Iteration 9Q: 3 clusters Score -1665684 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1665944.875000 Penalty: 4702.300293
	Iteration 10Q: 3 clusters Score -1665945 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1666148.375000 Penalty: 4702.300293
	Iteration 11Q: 3 clusters Score -1666148 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1666332.875000 Penalty: 4702.300293
	Iteration 12Q: 3 clusters Score -1666333 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1666448.500000 Penalty: 4702.300293
	Iteration 13Q: 3 clusters Score -1666448 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1666538.625000 Penalty: 4702.300293
	Iteration 14Q: 3 clusters Score -1666539 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1666609.125000 Penalty: 4702.300293
	Iteration 15Q: 3 clusters Score -1666609 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1666675.375000 Penalty: 4702.300293
	Iteration 16Q: 3 clusters Score -1666675 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1666755.250000 Penalty: 4702.300293
	Iteration 17Q: 3 clusters Score -1666755 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1666843.125000 Penalty: 4702.300293
	Iteration 18Q: 3 clusters Score -1666843 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1666915.000000 Penalty: 4702.300293
	Iteration 19Q: 3 clusters Score -1666915 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1666988.250000 Penalty: 4702.300293
	Iteration 20F: 3 clusters Score -1666988 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1667039.500000 Penalty: 4702.300293
	Iteration 21Q: 3 clusters Score -1667040 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1667087.000000 Penalty: 4702.300293
	Iteration 22Q: 3 clusters Score -1667087 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1667126.125000 Penalty: 4702.300293
	Iteration 23Q: 3 clusters Score -1667126 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1667161.375000 Penalty: 4702.300293
	Iteration 24Q: 3 clusters Score -1667161 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1667185.125000 Penalty: 4702.300293
	Iteration 25Q: 3 clusters Score -1667185 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1667205.000000 Penalty: 4702.300293
	Iteration 26Q: 3 clusters Score -1667205 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1667222.250000 Penalty: 4702.300293
	Iteration 27Q: 3 clusters Score -1667222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1667227.250000 Penalty: 4702.300293
	Iteration 28Q: 3 clusters Score -1667227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1667232.500000 Penalty: 4702.300293
	Iteration 29Q: 3 clusters Score -1667232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1667239.375000 Penalty: 4702.300293
	Iteration 30Q: 3 clusters Score -1667239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1667248.250000 Penalty: 4702.300293
	Iteration 31Q: 3 clusters Score -1667248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1667245.375000 Penalty: 4702.300293
	Iteration 32Q: 3 clusters Score -1667245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1667247.750000 Penalty: 4702.300293
	Iteration 33Q: 3 clusters Score -1667248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1667250.250000 Penalty: 4702.300293
	Iteration 34Q: 3 clusters Score -1667250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1667245.125000 Penalty: 4702.300293
	Iteration 35Q: 3 clusters Score -1667245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1667250.000000 Penalty: 4702.300293
	Iteration 36Q: 3 clusters Score -1667250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1667257.625000 Penalty: 4702.300293
	Iteration 37Q: 3 clusters Score -1667258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1667260.750000 Penalty: 4702.300293
	Iteration 38Q: 3 clusters Score -1667261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1667264.625000 Penalty: 4702.300293
	Iteration 39Q: 3 clusters Score -1667265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1667267.500000 Penalty: 4702.300293
	Iteration 40F: 3 clusters Score -1667268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1667267.875000 Penalty: 4702.300293
	Iteration 41Q: 3 clusters Score -1667268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1667275.000000 Penalty: 4702.300293
	Iteration 42Q: 3 clusters Score -1667275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1667274.375000 Penalty: 4702.300293
	Iteration 43Q: 3 clusters Score -1667274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1667276.250000 Penalty: 4702.300293
	Iteration 44Q: 3 clusters Score -1667276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1667277.000000 Penalty: 4702.300293
	Iteration 45Q: 3 clusters Score -1667277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1667278.625000 Penalty: 4702.300293
	Iteration 46Q: 3 clusters Score -1667279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1667278.000000 Penalty: 4702.300293
	Iteration 47Q: 3 clusters Score -1667278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1667277.500000 Penalty: 4702.300293
	Iteration 48Q: 3 clusters Score -1667278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1667280.625000 Penalty: 4702.300293
	Iteration 49Q: 3 clusters Score -1667281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1667283.750000 Penalty: 4702.300293
	Iteration 50Q: 3 clusters Score -1667284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1667285.625000 Penalty: 4702.300293
	Iteration 51Q: 3 clusters Score -1667286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1667286.750000 Penalty: 4702.300293
	Iteration 52Q: 3 clusters Score -1667287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1667287.625000 Penalty: 4702.300293
	Iteration 53Q: 3 clusters Score -1667288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1667286.500000 Penalty: 4702.300293
	Iteration 54Q: 3 clusters Score -1667286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1667291.625000 Penalty: 4702.300293
	Iteration 55Q: 3 clusters Score -1667292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1667291.750000 Penalty: 4702.300293
	Iteration 56Q: 3 clusters Score -1667292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1667290.625000 Penalty: 4702.300293
	Iteration 57Q: 3 clusters Score -1667291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1667295.625000 Penalty: 4702.300293
	Iteration 58Q: 3 clusters Score -1667296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1667295.625000 Penalty: 4702.300293
	Iteration 59Q: 3 clusters Score -1667296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1667298.750000 Penalty: 4702.300293
	Iteration 60F: 3 clusters Score -1667299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1667300.500000 Penalty: 4702.300293
	Iteration 61Q: 3 clusters Score -1667300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1667303.250000 Penalty: 4702.300293
	Iteration 62Q: 3 clusters Score -1667303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1667299.125000 Penalty: 4702.300293
	Iteration 63Q: 3 clusters Score -1667299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1667300.625000 Penalty: 4702.300293
	Iteration 64Q: 3 clusters Score -1667301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1667303.250000 Penalty: 4702.300293
	Iteration 65Q: 3 clusters Score -1667303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1667305.875000 Penalty: 4702.300293
	Iteration 66Q: 3 clusters Score -1667306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1667306.875000 Penalty: 4702.300293
	Iteration 67Q: 3 clusters Score -1667307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1667308.125000 Penalty: 4702.300293
	Iteration 68Q: 3 clusters Score -1667308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1667312.750000 Penalty: 4702.300293
	Iteration 69Q: 3 clusters Score -1667313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1667307.250000 Penalty: 4702.300293
	Iteration 70Q: 3 clusters Score -1667307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1667314.250000 Penalty: 4702.300293
	Iteration 71Q: 3 clusters Score -1667314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1667318.625000 Penalty: 4702.300293
	Iteration 72Q: 3 clusters Score -1667319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1667318.375000 Penalty: 4702.300293
	Iteration 73Q: 3 clusters Score -1667318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1667318.875000 Penalty: 4702.300293
	Iteration 74Q: 3 clusters Score -1667319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1667324.500000 Penalty: 4702.300293
	Iteration 75Q: 3 clusters Score -1667324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1667322.125000 Penalty: 4702.300293
	Iteration 76Q: 3 clusters Score -1667322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1667328.375000 Penalty: 4702.300293
	Iteration 77Q: 3 clusters Score -1667328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1667329.500000 Penalty: 4702.300293
	Iteration 78Q: 3 clusters Score -1667330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1667327.875000 Penalty: 4702.300293
	Iteration 79Q: 3 clusters Score -1667328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1667331.625000 Penalty: 4702.300293
	Iteration 80F: 3 clusters Score -1667332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1667340.875000 Penalty: 4702.300293
	Iteration 81Q: 3 clusters Score -1667341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1667348.375000 Penalty: 4702.300293
	Iteration 82Q: 3 clusters Score -1667348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1667350.625000 Penalty: 4702.300293
	Iteration 83Q: 3 clusters Score -1667351 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1667367.000000 Penalty: 4702.300293
	Iteration 84Q: 3 clusters Score -1667367 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1667376.500000 Penalty: 4702.300293
	Iteration 85Q: 3 clusters Score -1667376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1667385.375000 Penalty: 4702.300293
	Iteration 86Q: 3 clusters Score -1667385 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1667401.750000 Penalty: 4702.300293
	Iteration 87Q: 3 clusters Score -1667402 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1667412.750000 Penalty: 4702.300293
	Iteration 88Q: 3 clusters Score -1667413 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1667428.000000 Penalty: 4702.300293
	Iteration 89Q: 3 clusters Score -1667428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1667438.375000 Penalty: 4702.300293
	Iteration 90Q: 3 clusters Score -1667438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1667451.875000 Penalty: 4702.300293
	Iteration 91Q: 3 clusters Score -1667452 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1667464.625000 Penalty: 4702.300293
	Iteration 92Q: 3 clusters Score -1667465 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1667478.375000 Penalty: 4702.300293
	Iteration 93Q: 3 clusters Score -1667478 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1667500.750000 Penalty: 4702.300293
	Iteration 94Q: 3 clusters Score -1667501 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1667520.250000 Penalty: 4702.300293
	Iteration 95Q: 3 clusters Score -1667520 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1667534.375000 Penalty: 4702.300293
	Iteration 96Q: 3 clusters Score -1667534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1667560.750000 Penalty: 4702.300293
	Iteration 97Q: 3 clusters Score -1667561 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1667576.875000 Penalty: 4702.300293
	Iteration 98Q: 3 clusters Score -1667577 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1667597.250000 Penalty: 4702.300293
	Iteration 99Q: 3 clusters Score -1667597 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1667618.500000 Penalty: 4702.300293
	Iteration 100F: 3 clusters Score -1667618 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1667643.125000 Penalty: 4702.300293
	Iteration 101Q: 3 clusters Score -1667643 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1667650.250000 Penalty: 4702.300293
	Iteration 102Q: 3 clusters Score -1667650 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1667667.125000 Penalty: 4702.300293
	Iteration 103Q: 3 clusters Score -1667667 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1667681.000000 Penalty: 4702.300293
	Iteration 104Q: 3 clusters Score -1667681 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1667690.000000 Penalty: 4702.300293
	Iteration 105Q: 3 clusters Score -1667690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1667696.000000 Penalty: 4702.300293
	Iteration 106Q: 3 clusters Score -1667696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1667699.375000 Penalty: 4702.300293
	Iteration 107Q: 3 clusters Score -1667699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1667699.625000 Penalty: 4702.300293
	Iteration 108Q: 3 clusters Score -1667700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1667703.375000 Penalty: 4702.300293
	Iteration 109Q: 3 clusters Score -1667703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1667703.000000 Penalty: 4702.300293
	Iteration 110Q: 3 clusters Score -1667703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1667705.500000 Penalty: 4702.300293
	Iteration 111Q: 3 clusters Score -1667706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1667706.875000 Penalty: 4702.300293
	Iteration 112Q: 3 clusters Score -1667707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1667704.500000 Penalty: 4702.300293
	Iteration 113Q: 3 clusters Score -1667704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1667709.250000 Penalty: 4702.300293
	Iteration 114Q: 3 clusters Score -1667709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1667710.500000 Penalty: 4702.300293
	Iteration 115Q: 3 clusters Score -1667710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1667712.000000 Penalty: 4702.300293
	Iteration 116Q: 3 clusters Score -1667712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1667712.875000 Penalty: 4702.300293
	Iteration 117Q: 3 clusters Score -1667713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1667710.000000 Penalty: 4702.300293
	Iteration 118Q: 3 clusters Score -1667710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1667713.250000 Penalty: 4702.300293
	Iteration 119Q: 3 clusters Score -1667713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1667714.500000 Penalty: 4702.300293
	Iteration 120F: 3 clusters Score -1667714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1667713.375000 Penalty: 4702.300293
	Iteration 121Q: 3 clusters Score -1667713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1667713.250000 Penalty: 4702.300293
	Iteration 122Q: 3 clusters Score -1667713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1667709.625000 Penalty: 4702.300293
	Iteration 123Q: 3 clusters Score -1667710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1667712.250000 Penalty: 4702.300293
	Iteration 124Q: 3 clusters Score -1667712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1667711.000000 Penalty: 4702.300293
	Iteration 125Q: 3 clusters Score -1667711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1667713.500000 Penalty: 4702.300293
	Iteration 126Q: 3 clusters Score -1667714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1667713.625000 Penalty: 4702.300293
	Iteration 127Q: 3 clusters Score -1667714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1667712.375000 Penalty: 4702.300293
	Iteration 128Q: 3 clusters Score -1667712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1667712.375000 Penalty: 4702.300293
	Iteration 129F: 3 clusters Score -1667712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Entering Unmasked Estep 
Score: -286488.656250 Penalty: 1897.477783
	Iteration 0F: 2 clusters Score -286488.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -283786.000000 Penalty: 3794.955566
	Iteration 0F: 3 clusters Score -283786 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -284341.625000 Penalty: 3794.955566
	Iteration 1F: 3 clusters Score -284341.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -284621.312500 Penalty: 3794.955566
	Iteration 2F: 3 clusters Score -284621.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -284843.218750 Penalty: 3794.955566
	Iteration 3F: 3 clusters Score -284843.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -285023.500000 Penalty: 3794.955566
	Iteration 4F: 3 clusters Score -285023.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -285172.750000 Penalty: 3794.955566
	Iteration 5Q: 3 clusters Score -285172.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -285281.937500 Penalty: 3794.955566
	Iteration 6Q: 3 clusters Score -285281.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -285377.843750 Penalty: 3794.955566
	Iteration 7Q: 3 clusters Score -285377.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -285448.531250 Penalty: 3794.955566
	Iteration 8Q: 3 clusters Score -285448.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -285497.343750 Penalty: 3794.955566
	Iteration 9Q: 3 clusters Score -285497.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -285522.375000 Penalty: 3794.955566
	Iteration 10Q: 3 clusters Score -285522.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -285543.937500 Penalty: 3794.955566
	Iteration 11Q: 3 clusters Score -285543.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -285565.125000 Penalty: 3794.955566
	Iteration 12Q: 3 clusters Score -285565.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -285579.718750 Penalty: 3794.955566
	Iteration 13Q: 3 clusters Score -285579.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -285591.125000 Penalty: 3794.955566
	Iteration 14Q: 3 clusters Score -285591.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -285600.781250 Penalty: 3794.955566
	Iteration 15Q: 3 clusters Score -285600.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -285608.812500 Penalty: 3794.955566
	Iteration 16Q: 3 clusters Score -285608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -285610.968750 Penalty: 3794.955566
	Iteration 17Q: 3 clusters Score -285611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -285610.968750 Penalty: 3794.955566
	Iteration 18F: 3 clusters Score -285611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (166659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166659 members 
Entering Unmasked Estep 
Score: -22782472.000000 Penalty: 2981.878906
	Iteration 0F: 2 clusters Score -2.278247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83345 members 
Mstep: Class 2 contains 83314 members 
Entering Unmasked Estep 
Score: -22670364.000000 Penalty: 5963.757812
	Iteration 0F: 3 clusters Score -2.267036e+07 nChanged 79723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85866 members 
Mstep: Class 2 contains 80793 members 
Entering Unmasked Estep 
Score: -22717298.000000 Penalty: 5963.757812
	Iteration 1F: 3 clusters Score -2.27173e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87082 members 
Mstep: Class 2 contains 79577 members 
Entering Unmasked Estep 
Score: -22718214.000000 Penalty: 5963.757812
	Iteration 2Q: 3 clusters Score -2.271821e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88893 members 
Mstep: Class 2 contains 77766 members 
Entering Unmasked Estep 
Score: -22719314.000000 Penalty: 5963.757812
	Iteration 3Q: 3 clusters Score -2.271931e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91469 members 
Mstep: Class 2 contains 75190 members 
Entering Unmasked Estep 
Score: -22720710.000000 Penalty: 5963.757812
	Iteration 4Q: 3 clusters Score -2.272071e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95230 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -22722510.000000 Penalty: 5963.757812
	Iteration 5Q: 3 clusters Score -2.272251e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100429 members 
Mstep: Class 2 contains 66230 members 
Entering Unmasked Estep 
Score: -22725176.000000 Penalty: 5963.757812
	Iteration 6Q: 3 clusters Score -2.272518e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107521 members 
Mstep: Class 2 contains 59138 members 
Entering Unmasked Estep 
Score: -22729136.000000 Penalty: 5963.757812
	Iteration 7Q: 3 clusters Score -2.272914e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116894 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -22735582.000000 Penalty: 5963.757812
	Iteration 8F: 3 clusters Score -2.273558e+07 nChanged 11691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128395 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -22744626.000000 Penalty: 5963.757812
	Iteration 9F: 3 clusters Score -2.274463e+07 nChanged 12243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140586 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -22755516.000000 Penalty: 5963.757812
	Iteration 10F: 3 clusters Score -2.275552e+07 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151458 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -22765616.000000 Penalty: 5963.757812
	Iteration 11F: 3 clusters Score -2.276562e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159335 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -22773042.000000 Penalty: 5963.757812
	Iteration 12Q: 3 clusters Score -2.277304e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163719 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -22777134.000000 Penalty: 5963.757812
	Iteration 13Q: 3 clusters Score -2.277713e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165523 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -22778816.000000 Penalty: 5963.757812
	Iteration 14Q: 3 clusters Score -2.277882e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166126 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -22779438.000000 Penalty: 5963.757812
	Iteration 15Q: 3 clusters Score -2.277944e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166299 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -22779618.000000 Penalty: 5963.757812
	Iteration 16Q: 3 clusters Score -2.277962e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166357 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -22779716.000000 Penalty: 5963.757812
	Iteration 17Q: 3 clusters Score -2.277972e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166381 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -22779754.000000 Penalty: 5963.757812
	Iteration 18Q: 3 clusters Score -2.277975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166386 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22779752.000000 Penalty: 5963.757812
	Iteration 19Q: 3 clusters Score -2.277975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166391 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22779766.000000 Penalty: 5963.757812
	Iteration 20F: 3 clusters Score -2.277977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166399 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22779790.000000 Penalty: 5963.757812
	Iteration 21Q: 3 clusters Score -2.277979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166403 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -22779786.000000 Penalty: 5963.757812
	Iteration 22Q: 3 clusters Score -2.277979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166408 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22779798.000000 Penalty: 5963.757812
	Iteration 23Q: 3 clusters Score -2.27798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166407 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -22779816.000000 Penalty: 5963.757812
	Iteration 24Q: 3 clusters Score -2.277982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166411 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22779822.000000 Penalty: 5963.757812
	Iteration 25Q: 3 clusters Score -2.277982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166418 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22779838.000000 Penalty: 5963.757812
	Iteration 26Q: 3 clusters Score -2.277984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166422 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -22779838.000000 Penalty: 5963.757812
	Iteration 27Q: 3 clusters Score -2.277984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166422 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -22779836.000000 Penalty: 5963.757812
	Iteration 28Q: 3 clusters Score -2.277984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166421 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -22779834.000000 Penalty: 5963.757812
	Iteration 29Q: 3 clusters Score -2.277983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166421 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -22779834.000000 Penalty: 5963.757812
	Iteration 30F: 3 clusters Score -2.277983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -263437.531250 Penalty: 1907.757324
	Iteration 0F: 2 clusters Score -263437.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -260781.250000 Penalty: 3815.514648
	Iteration 0F: 3 clusters Score -260781.2 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -261885.687500 Penalty: 3815.514648
	Iteration 1F: 3 clusters Score -261885.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -262715.593750 Penalty: 3815.514648
	Iteration 2F: 3 clusters Score -262715.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -263330.156250 Penalty: 3815.514648
	Iteration 3F: 3 clusters Score -263330.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -263737.906250 Penalty: 3815.514648
	Iteration 4F: 3 clusters Score -263737.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -264080.250000 Penalty: 3815.514648
	Iteration 5F: 3 clusters Score -264080.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -264364.406250 Penalty: 3815.514648
	Iteration 6Q: 3 clusters Score -264364.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -264605.531250 Penalty: 3815.514648
	Iteration 7Q: 3 clusters Score -264605.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -264670.656250 Penalty: 3815.514648
	Iteration 8Q: 3 clusters Score -264670.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -264686.468750 Penalty: 3815.514648
	Iteration 9Q: 3 clusters Score -264686.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -264697.531250 Penalty: 3815.514648
	Iteration 10Q: 3 clusters Score -264697.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -264701.468750 Penalty: 3815.514648
	Iteration 11Q: 3 clusters Score -264701.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -264706.468750 Penalty: 3815.514648
	Iteration 12Q: 3 clusters Score -264706.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -264712.875000 Penalty: 3815.514648
	Iteration 13Q: 3 clusters Score -264712.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -264715.562500 Penalty: 3815.514648
	Iteration 14Q: 3 clusters Score -264715.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -264715.562500 Penalty: 3815.514648
	Iteration 15F: 3 clusters Score -264715.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 13085 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 19199 members 
Mstep: Class 6 contains 39423 members 
Mstep: Class 7 contains 91294 members 
Mstep: Class 8 contains 4806 members 
Mstep: Class 9 contains 13101 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 166659 members 
Mstep: Class 12 contains 856 members 
Mstep: Class 13 contains 6081 members 
Mstep: Class 14 contains 7981 members 
Mstep: Class 15 contains 1578 members 
Mstep: Class 16 contains 63782 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 37839 members 
Mstep: Class 19 contains 157880 members 
Mstep: Class 20 contains 16726 members 
Mstep: Class 21 contains 14160 members 
Mstep: Class 22 contains 11109 members 
Mstep: Class 23 contains 4572 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25922 members 
Mstep: Class 26 contains 8332 members 
Mstep: Class 27 contains 513 members 
Mstep: Class 28 contains 4429 members 
Mstep: Class 29 contains 14629 members 
Mstep: Class 30 contains 1336 members 
Entering Unmasked Estep 
Score: -100905568.000000 Penalty: 100780.804688
Splitting cluster 12 changes total score from -100889224.000000 to -100905568.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (6081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Entering Unmasked Estep 
Score: -770820.687500 Penalty: 2160.805176
	Iteration 0F: 2 clusters Score -770820.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -765593.812500 Penalty: 4321.610352
	Iteration 0F: 3 clusters Score -765593.8 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -767028.125000 Penalty: 4321.610352
	Iteration 1F: 3 clusters Score -767028.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -767449.500000 Penalty: 4321.610352
	Iteration 2F: 3 clusters Score -767449.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -767902.062500 Penalty: 4321.610352
	Iteration 3F: 3 clusters Score -767902.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -768301.062500 Penalty: 4321.610352
	Iteration 4F: 3 clusters Score -768301.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -768751.812500 Penalty: 4321.610352
	Iteration 5F: 3 clusters Score -768751.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -769365.937500 Penalty: 4321.610352
	Iteration 6F: 3 clusters Score -769365.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -770046.687500 Penalty: 4321.610352
	Iteration 7F: 3 clusters Score -770046.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -770405.812500 Penalty: 4321.610352
	Iteration 8F: 3 clusters Score -770405.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -770633.500000 Penalty: 4321.610352
	Iteration 9Q: 3 clusters Score -770633.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -770786.562500 Penalty: 4321.610352
	Iteration 10Q: 3 clusters Score -770786.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -770868.437500 Penalty: 4321.610352
	Iteration 11Q: 3 clusters Score -770868.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -770920.750000 Penalty: 4321.610352
	Iteration 12Q: 3 clusters Score -770920.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -770957.250000 Penalty: 4321.610352
	Iteration 13Q: 3 clusters Score -770957.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -770985.062500 Penalty: 4321.610352
	Iteration 14Q: 3 clusters Score -770985.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -771001.000000 Penalty: 4321.610352
	Iteration 15Q: 3 clusters Score -771001 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -771020.375000 Penalty: 4321.610352
	Iteration 16Q: 3 clusters Score -771020.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -771023.937500 Penalty: 4321.610352
	Iteration 17Q: 3 clusters Score -771023.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -771030.062500 Penalty: 4321.610352
	Iteration 18Q: 3 clusters Score -771030.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -771031.312500 Penalty: 4321.610352
	Iteration 19Q: 3 clusters Score -771031.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -771031.937500 Penalty: 4321.610352
	Iteration 20F: 3 clusters Score -771031.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -771032.500000 Penalty: 4321.610352
	Iteration 21Q: 3 clusters Score -771032.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -771034.250000 Penalty: 4321.610352
	Iteration 22Q: 3 clusters Score -771034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -771036.062500 Penalty: 4321.610352
	Iteration 23Q: 3 clusters Score -771036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -771036.000000 Penalty: 4321.610352
	Iteration 24Q: 3 clusters Score -771036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -771036.000000 Penalty: 4321.610352
	Iteration 25F: 3 clusters Score -771036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 13085 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 19199 members 
Mstep: Class 6 contains 39423 members 
Mstep: Class 7 contains 91294 members 
Mstep: Class 8 contains 4806 members 
Mstep: Class 9 contains 13101 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 166659 members 
Mstep: Class 12 contains 856 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 7981 members 
Mstep: Class 15 contains 1578 members 
Mstep: Class 16 contains 63782 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 37839 members 
Mstep: Class 19 contains 157880 members 
Mstep: Class 20 contains 16726 members 
Mstep: Class 21 contains 14160 members 
Mstep: Class 22 contains 11109 members 
Mstep: Class 23 contains 4572 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25922 members 
Mstep: Class 26 contains 8332 members 
Mstep: Class 27 contains 513 members 
Mstep: Class 28 contains 4429 members 
Mstep: Class 29 contains 14629 members 
Mstep: Class 30 contains 1336 members 
Mstep: Class 31 contains 4046 members 
Entering Unmasked Estep 
Score: -100904488.000000 Penalty: 104140.164062
Splitting cluster 13 changes total score from -100889224.000000 to -100904488.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (7981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Entering Unmasked Estep 
Score: -1069602.750000 Penalty: 2228.235107
	Iteration 0F: 2 clusters Score -1069603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1063215.625000 Penalty: 4456.470215
	Iteration 0F: 3 clusters Score -1063216 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1065019.500000 Penalty: 4456.470215
	Iteration 1F: 3 clusters Score -1065020 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1065291.375000 Penalty: 4456.470215
	Iteration 2F: 3 clusters Score -1065291 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1065483.625000 Penalty: 4456.470215
	Iteration 3Q: 3 clusters Score -1065484 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1065688.250000 Penalty: 4456.470215
	Iteration 4Q: 3 clusters Score -1065688 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1065885.250000 Penalty: 4456.470215
	Iteration 5Q: 3 clusters Score -1065885 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1066079.500000 Penalty: 4456.470215
	Iteration 6Q: 3 clusters Score -1066080 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1066291.875000 Penalty: 4456.470215
	Iteration 7Q: 3 clusters Score -1066292 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1066530.625000 Penalty: 4456.470215
	Iteration 8Q: 3 clusters Score -1066531 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1066783.500000 Penalty: 4456.470215
	Iteration 9Q: 3 clusters Score -1066784 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1067062.875000 Penalty: 4456.470215
	Iteration 10Q: 3 clusters Score -1067063 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1067332.625000 Penalty: 4456.470215
	Iteration 11Q: 3 clusters Score -1067333 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1067551.250000 Penalty: 4456.470215
	Iteration 12Q: 3 clusters Score -1067551 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1067760.875000 Penalty: 4456.470215
	Iteration 13Q: 3 clusters Score -1067761 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1067985.375000 Penalty: 4456.470215
	Iteration 14Q: 3 clusters Score -1067985 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1068265.625000 Penalty: 4456.470215
	Iteration 15Q: 3 clusters Score -1068266 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1068667.750000 Penalty: 4456.470215
	Iteration 16Q: 3 clusters Score -1068668 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1069224.750000 Penalty: 4456.470215
	Iteration 17Q: 3 clusters Score -1069225 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1069854.000000 Penalty: 4456.470215
	Iteration 18Q: 3 clusters Score -1069854 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1070047.000000 Penalty: 4456.470215
	Iteration 19Q: 3 clusters Score -1070047 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1070111.500000 Penalty: 4456.470215
	Iteration 20F: 3 clusters Score -1070112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1070140.625000 Penalty: 4456.470215
	Iteration 21Q: 3 clusters Score -1070141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1070150.625000 Penalty: 4456.470215
	Iteration 22Q: 3 clusters Score -1070151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1070157.125000 Penalty: 4456.470215
	Iteration 23Q: 3 clusters Score -1070157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1070154.875000 Penalty: 4456.470215
	Iteration 24Q: 3 clusters Score -1070155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1070156.250000 Penalty: 4456.470215
	Iteration 25Q: 3 clusters Score -1070156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1070156.375000 Penalty: 4456.470215
	Iteration 26Q: 3 clusters Score -1070156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1070157.125000 Penalty: 4456.470215
	Iteration 27Q: 3 clusters Score -1070157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1070157.125000 Penalty: 4456.470215
	Iteration 28Q: 3 clusters Score -1070157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1070157.125000 Penalty: 4456.470215
	Iteration 29F: 3 clusters Score -1070157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 13085 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 19199 members 
Mstep: Class 6 contains 39423 members 
Mstep: Class 7 contains 91294 members 
Mstep: Class 8 contains 4806 members 
Mstep: Class 9 contains 13101 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 166659 members 
Mstep: Class 12 contains 856 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 6373 members 
Mstep: Class 15 contains 1578 members 
Mstep: Class 16 contains 63782 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 37839 members 
Mstep: Class 19 contains 157880 members 
Mstep: Class 20 contains 16726 members 
Mstep: Class 21 contains 14160 members 
Mstep: Class 22 contains 11109 members 
Mstep: Class 23 contains 4572 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25922 members 
Mstep: Class 26 contains 8332 members 
Mstep: Class 27 contains 513 members 
Mstep: Class 28 contains 4429 members 
Mstep: Class 29 contains 14629 members 
Mstep: Class 30 contains 1336 members 
Mstep: Class 31 contains 4046 members 
Mstep: Class 32 contains 1608 members 
Entering Unmasked Estep 
Score: -100903856.000000 Penalty: 107499.523438
Splitting cluster 14 changes total score from -100889224.000000 to -100903856.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (1578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Entering Unmasked Estep 
Score: -172288.937500 Penalty: 1826.250610
	Iteration 0F: 2 clusters Score -172288.9 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 806 members 
Entering Unmasked Estep 
Score: -170109.640625 Penalty: 3652.501221
	Iteration 0F: 3 clusters Score -170109.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -170718.062500 Penalty: 3652.501221
	Iteration 1F: 3 clusters Score -170718.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -170973.578125 Penalty: 3652.501221
	Iteration 2F: 3 clusters Score -170973.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -171209.750000 Penalty: 3652.501221
	Iteration 3F: 3 clusters Score -171209.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -171419.671875 Penalty: 3652.501221
	Iteration 4F: 3 clusters Score -171419.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -171601.812500 Penalty: 3652.501221
	Iteration 5F: 3 clusters Score -171601.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -171785.562500 Penalty: 3652.501221
	Iteration 6F: 3 clusters Score -171785.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -171904.906250 Penalty: 3652.501221
	Iteration 7Q: 3 clusters Score -171904.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -171983.156250 Penalty: 3652.501221
	Iteration 8Q: 3 clusters Score -171983.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -172022.000000 Penalty: 3652.501221
	Iteration 9Q: 3 clusters Score -172022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -172047.140625 Penalty: 3652.501221
	Iteration 10Q: 3 clusters Score -172047.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -172099.390625 Penalty: 3652.501221
	Iteration 11Q: 3 clusters Score -172099.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -172135.578125 Penalty: 3652.501221
	Iteration 12Q: 3 clusters Score -172135.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -172160.718750 Penalty: 3652.501221
	Iteration 13Q: 3 clusters Score -172160.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -172178.687500 Penalty: 3652.501221
	Iteration 14Q: 3 clusters Score -172178.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -172188.937500 Penalty: 3652.501221
	Iteration 15Q: 3 clusters Score -172188.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -172192.125000 Penalty: 3652.501221
	Iteration 16Q: 3 clusters Score -172192.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -172194.312500 Penalty: 3652.501221
	Iteration 17Q: 3 clusters Score -172194.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -172196.781250 Penalty: 3652.501221
	Iteration 18Q: 3 clusters Score -172196.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -172203.515625 Penalty: 3652.501221
	Iteration 19Q: 3 clusters Score -172203.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -172211.781250 Penalty: 3652.501221
	Iteration 20F: 3 clusters Score -172211.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -172226.343750 Penalty: 3652.501221
	Iteration 21Q: 3 clusters Score -172226.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -172231.265625 Penalty: 3652.501221
	Iteration 22Q: 3 clusters Score -172231.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -172235.640625 Penalty: 3652.501221
	Iteration 23Q: 3 clusters Score -172235.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -172236.984375 Penalty: 3652.501221
	Iteration 24Q: 3 clusters Score -172237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -172236.984375 Penalty: 3652.501221
	Iteration 25F: 3 clusters Score -172237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63782 members 
Entering Unmasked Estep 
Score: -8615747.000000 Penalty: 2743.680176
	Iteration 0F: 2 clusters Score -8615747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -8572976.000000 Penalty: 5487.360352
	Iteration 0F: 3 clusters Score -8572976 nChanged 29793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -8589403.000000 Penalty: 5487.360352
	Iteration 1F: 3 clusters Score -8589403 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -8590127.000000 Penalty: 5487.360352
	Iteration 2Q: 3 clusters Score -8590127 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -8590912.000000 Penalty: 5487.360352
	Iteration 3Q: 3 clusters Score -8590912 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -8591936.000000 Penalty: 5487.360352
	Iteration 4Q: 3 clusters Score -8591936 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -8593343.000000 Penalty: 5487.360352
	Iteration 5Q: 3 clusters Score -8593343 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -8595123.000000 Penalty: 5487.360352
	Iteration 6F: 3 clusters Score -8595123 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -8597263.000000 Penalty: 5487.360352
	Iteration 7F: 3 clusters Score -8597263 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -8599780.000000 Penalty: 5487.360352
	Iteration 8F: 3 clusters Score -8599780 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -8602383.000000 Penalty: 5487.360352
	Iteration 9F: 3 clusters Score -8602383 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -8604942.000000 Penalty: 5487.360352
	Iteration 10F: 3 clusters Score -8604942 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -8607293.000000 Penalty: 5487.360352
	Iteration 11Q: 3 clusters Score -8607293 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -8609271.000000 Penalty: 5487.360352
	Iteration 12Q: 3 clusters Score -8609271 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60058 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -8610841.000000 Penalty: 5487.360352
	Iteration 13Q: 3 clusters Score -8610841 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61370 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8611905.000000 Penalty: 5487.360352
	Iteration 14Q: 3 clusters Score -8611905 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8612515.000000 Penalty: 5487.360352
	Iteration 15Q: 3 clusters Score -8612515 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8612890.000000 Penalty: 5487.360352
	Iteration 16Q: 3 clusters Score -8612890 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8613057.000000 Penalty: 5487.360352
	Iteration 17Q: 3 clusters Score -8613057 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8613173.000000 Penalty: 5487.360352
	Iteration 18Q: 3 clusters Score -8613173 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8613263.000000 Penalty: 5487.360352
	Iteration 19Q: 3 clusters Score -8613263 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8613320.000000 Penalty: 5487.360352
	Iteration 20F: 3 clusters Score -8613320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8613356.000000 Penalty: 5487.360352
	Iteration 21Q: 3 clusters Score -8613356 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8613381.000000 Penalty: 5487.360352
	Iteration 22Q: 3 clusters Score -8613381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8613410.000000 Penalty: 5487.360352
	Iteration 23Q: 3 clusters Score -8613410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8613448.000000 Penalty: 5487.360352
	Iteration 24Q: 3 clusters Score -8613448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63188 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8613469.000000 Penalty: 5487.360352
	Iteration 25Q: 3 clusters Score -8613469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8613483.000000 Penalty: 5487.360352
	Iteration 26Q: 3 clusters Score -8613483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63213 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8613496.000000 Penalty: 5487.360352
	Iteration 27Q: 3 clusters Score -8613496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8613499.000000 Penalty: 5487.360352
	Iteration 28Q: 3 clusters Score -8613499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8613506.000000 Penalty: 5487.360352
	Iteration 29Q: 3 clusters Score -8613506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63229 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8613512.000000 Penalty: 5487.360352
	Iteration 30Q: 3 clusters Score -8613512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63231 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8613509.000000 Penalty: 5487.360352
	Iteration 31Q: 3 clusters Score -8613509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8613508.000000 Penalty: 5487.360352
	Iteration 32Q: 3 clusters Score -8613508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8613507.000000 Penalty: 5487.360352
	Iteration 33Q: 3 clusters Score -8613507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8613509.000000 Penalty: 5487.360352
	Iteration 34Q: 3 clusters Score -8613509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8613511.000000 Penalty: 5487.360352
	Iteration 35Q: 3 clusters Score -8613511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63241 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8613515.000000 Penalty: 5487.360352
	Iteration 36Q: 3 clusters Score -8613515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8613514.000000 Penalty: 5487.360352
	Iteration 37Q: 3 clusters Score -8613514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8613516.000000 Penalty: 5487.360352
	Iteration 38Q: 3 clusters Score -8613516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63244 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8613526.000000 Penalty: 5487.360352
	Iteration 39Q: 3 clusters Score -8613526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63245 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8613527.000000 Penalty: 5487.360352
	Iteration 40F: 3 clusters Score -8613527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63245 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8613529.000000 Penalty: 5487.360352
	Iteration 41Q: 3 clusters Score -8613529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63245 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8613529.000000 Penalty: 5487.360352
	Iteration 42F: 3 clusters Score -8613529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Entering Unmasked Estep 
Score: -1780221.375000 Penalty: 2357.356445
	Iteration 0F: 2 clusters Score -1780221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1770341.750000 Penalty: 4714.712891
	Iteration 0F: 3 clusters Score -1770342 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1773521.750000 Penalty: 4714.712891
	Iteration 1F: 3 clusters Score -1773522 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1774259.125000 Penalty: 4714.712891
	Iteration 2F: 3 clusters Score -1774259 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1775049.875000 Penalty: 4714.712891
	Iteration 3F: 3 clusters Score -1775050 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1775765.000000 Penalty: 4714.712891
	Iteration 4F: 3 clusters Score -1775765 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1776340.500000 Penalty: 4714.712891
	Iteration 5F: 3 clusters Score -1776340 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1776778.875000 Penalty: 4714.712891
	Iteration 6F: 3 clusters Score -1776779 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1777105.250000 Penalty: 4714.712891
	Iteration 7Q: 3 clusters Score -1777105 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1777348.875000 Penalty: 4714.712891
	Iteration 8Q: 3 clusters Score -1777349 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1777517.750000 Penalty: 4714.712891
	Iteration 9Q: 3 clusters Score -1777518 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1777641.125000 Penalty: 4714.712891
	Iteration 10Q: 3 clusters Score -1777641 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1777732.250000 Penalty: 4714.712891
	Iteration 11Q: 3 clusters Score -1777732 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1777783.875000 Penalty: 4714.712891
	Iteration 12Q: 3 clusters Score -1777784 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1777831.750000 Penalty: 4714.712891
	Iteration 13Q: 3 clusters Score -1777832 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1777878.125000 Penalty: 4714.712891
	Iteration 14Q: 3 clusters Score -1777878 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1777921.500000 Penalty: 4714.712891
	Iteration 15Q: 3 clusters Score -1777922 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1777946.625000 Penalty: 4714.712891
	Iteration 16Q: 3 clusters Score -1777947 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1777974.250000 Penalty: 4714.712891
	Iteration 17Q: 3 clusters Score -1777974 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1777998.375000 Penalty: 4714.712891
	Iteration 18Q: 3 clusters Score -1777998 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1778023.750000 Penalty: 4714.712891
	Iteration 19Q: 3 clusters Score -1778024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1778049.750000 Penalty: 4714.712891
	Iteration 20F: 3 clusters Score -1778050 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1778085.750000 Penalty: 4714.712891
	Iteration 21Q: 3 clusters Score -1778086 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1778110.750000 Penalty: 4714.712891
	Iteration 22Q: 3 clusters Score -1778111 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1778141.250000 Penalty: 4714.712891
	Iteration 23Q: 3 clusters Score -1778141 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1778171.750000 Penalty: 4714.712891
	Iteration 24Q: 3 clusters Score -1778172 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1778213.250000 Penalty: 4714.712891
	Iteration 25Q: 3 clusters Score -1778213 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1778254.000000 Penalty: 4714.712891
	Iteration 26Q: 3 clusters Score -1778254 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1778290.500000 Penalty: 4714.712891
	Iteration 27Q: 3 clusters Score -1778290 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1778318.375000 Penalty: 4714.712891
	Iteration 28Q: 3 clusters Score -1778318 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1778350.250000 Penalty: 4714.712891
	Iteration 29Q: 3 clusters Score -1778350 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1778381.500000 Penalty: 4714.712891
	Iteration 30Q: 3 clusters Score -1778382 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1778413.375000 Penalty: 4714.712891
	Iteration 31Q: 3 clusters Score -1778413 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1778447.500000 Penalty: 4714.712891
	Iteration 32Q: 3 clusters Score -1778448 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1778469.500000 Penalty: 4714.712891
	Iteration 33Q: 3 clusters Score -1778470 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1778500.750000 Penalty: 4714.712891
	Iteration 34Q: 3 clusters Score -1778501 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1778523.000000 Penalty: 4714.712891
	Iteration 35Q: 3 clusters Score -1778523 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1778544.375000 Penalty: 4714.712891
	Iteration 36Q: 3 clusters Score -1778544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1778567.625000 Penalty: 4714.712891
	Iteration 37Q: 3 clusters Score -1778568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1778582.500000 Penalty: 4714.712891
	Iteration 38Q: 3 clusters Score -1778582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1778598.500000 Penalty: 4714.712891
	Iteration 39Q: 3 clusters Score -1778598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1778607.750000 Penalty: 4714.712891
	Iteration 40F: 3 clusters Score -1778608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1778624.750000 Penalty: 4714.712891
	Iteration 41Q: 3 clusters Score -1778625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1778632.000000 Penalty: 4714.712891
	Iteration 42Q: 3 clusters Score -1778632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1778648.125000 Penalty: 4714.712891
	Iteration 43Q: 3 clusters Score -1778648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1778662.625000 Penalty: 4714.712891
	Iteration 44Q: 3 clusters Score -1778663 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1778680.500000 Penalty: 4714.712891
	Iteration 45Q: 3 clusters Score -1778680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1778695.875000 Penalty: 4714.712891
	Iteration 46Q: 3 clusters Score -1778696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1778711.000000 Penalty: 4714.712891
	Iteration 47Q: 3 clusters Score -1778711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1778721.375000 Penalty: 4714.712891
	Iteration 48Q: 3 clusters Score -1778721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1778732.750000 Penalty: 4714.712891
	Iteration 49Q: 3 clusters Score -1778733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1778745.875000 Penalty: 4714.712891
	Iteration 50Q: 3 clusters Score -1778746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1778760.125000 Penalty: 4714.712891
	Iteration 51Q: 3 clusters Score -1778760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1778775.625000 Penalty: 4714.712891
	Iteration 52Q: 3 clusters Score -1778776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1778795.875000 Penalty: 4714.712891
	Iteration 53Q: 3 clusters Score -1778796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1778808.000000 Penalty: 4714.712891
	Iteration 54Q: 3 clusters Score -1778808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1778829.750000 Penalty: 4714.712891
	Iteration 55Q: 3 clusters Score -1778830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1778845.750000 Penalty: 4714.712891
	Iteration 56Q: 3 clusters Score -1778846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1778864.375000 Penalty: 4714.712891
	Iteration 57Q: 3 clusters Score -1778864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1778881.250000 Penalty: 4714.712891
	Iteration 58Q: 3 clusters Score -1778881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1778896.750000 Penalty: 4714.712891
	Iteration 59Q: 3 clusters Score -1778897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1778907.250000 Penalty: 4714.712891
	Iteration 60F: 3 clusters Score -1778907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1778925.625000 Penalty: 4714.712891
	Iteration 61Q: 3 clusters Score -1778926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1778945.250000 Penalty: 4714.712891
	Iteration 62Q: 3 clusters Score -1778945 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1778968.625000 Penalty: 4714.712891
	Iteration 63Q: 3 clusters Score -1778969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1778983.250000 Penalty: 4714.712891
	Iteration 64Q: 3 clusters Score -1778983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1778991.250000 Penalty: 4714.712891
	Iteration 65Q: 3 clusters Score -1778991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1778999.875000 Penalty: 4714.712891
	Iteration 66Q: 3 clusters Score -1779000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1779009.375000 Penalty: 4714.712891
	Iteration 67Q: 3 clusters Score -1779009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1779019.750000 Penalty: 4714.712891
	Iteration 68Q: 3 clusters Score -1779020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1779021.750000 Penalty: 4714.712891
	Iteration 69Q: 3 clusters Score -1779022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1779028.125000 Penalty: 4714.712891
	Iteration 70Q: 3 clusters Score -1779028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1779035.125000 Penalty: 4714.712891
	Iteration 71Q: 3 clusters Score -1779035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1779037.125000 Penalty: 4714.712891
	Iteration 72Q: 3 clusters Score -1779037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1779043.125000 Penalty: 4714.712891
	Iteration 73Q: 3 clusters Score -1779043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1779042.500000 Penalty: 4714.712891
	Iteration 74Q: 3 clusters Score -1779042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1779048.875000 Penalty: 4714.712891
	Iteration 75Q: 3 clusters Score -1779049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1779046.125000 Penalty: 4714.712891
	Iteration 76Q: 3 clusters Score -1779046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1779046.500000 Penalty: 4714.712891
	Iteration 77Q: 3 clusters Score -1779046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1779046.500000 Penalty: 4714.712891
	Iteration 78F: 3 clusters Score -1779046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Entering Unmasked Estep 
Score: -4821957.000000 Penalty: 2614.191650
	Iteration 0F: 2 clusters Score -4821957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -4796204.500000 Penalty: 5228.383301
	Iteration 0F: 3 clusters Score -4796204 nChanged 17307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4806086.000000 Penalty: 5228.383301
	Iteration 1F: 3 clusters Score -4806086 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -4807206.000000 Penalty: 5228.383301
	Iteration 2F: 3 clusters Score -4807206 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -4808477.000000 Penalty: 5228.383301
	Iteration 3F: 3 clusters Score -4808477 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -4809843.000000 Penalty: 5228.383301
	Iteration 4F: 3 clusters Score -4809843 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -4811073.500000 Penalty: 5228.383301
	Iteration 5F: 3 clusters Score -4811074 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -4812095.000000 Penalty: 5228.383301
	Iteration 6F: 3 clusters Score -4812095 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -4812966.500000 Penalty: 5228.383301
	Iteration 7Q: 3 clusters Score -4812966 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -4813649.000000 Penalty: 5228.383301
	Iteration 8Q: 3 clusters Score -4813649 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -4814171.500000 Penalty: 5228.383301
	Iteration 9Q: 3 clusters Score -4814172 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -4814588.500000 Penalty: 5228.383301
	Iteration 10Q: 3 clusters Score -4814588 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -4814927.000000 Penalty: 5228.383301
	Iteration 11Q: 3 clusters Score -4814927 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -4815207.500000 Penalty: 5228.383301
	Iteration 12Q: 3 clusters Score -4815208 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -4815439.000000 Penalty: 5228.383301
	Iteration 13Q: 3 clusters Score -4815439 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -4815658.000000 Penalty: 5228.383301
	Iteration 14Q: 3 clusters Score -4815658 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -4815882.000000 Penalty: 5228.383301
	Iteration 15Q: 3 clusters Score -4815882 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -4816036.000000 Penalty: 5228.383301
	Iteration 16Q: 3 clusters Score -4816036 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -4816183.000000 Penalty: 5228.383301
	Iteration 17Q: 3 clusters Score -4816183 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -4816323.000000 Penalty: 5228.383301
	Iteration 18Q: 3 clusters Score -4816323 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -4816443.500000 Penalty: 5228.383301
	Iteration 19Q: 3 clusters Score -4816444 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -4816570.500000 Penalty: 5228.383301
	Iteration 20F: 3 clusters Score -4816570 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -4816673.500000 Penalty: 5228.383301
	Iteration 21Q: 3 clusters Score -4816674 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -4816780.500000 Penalty: 5228.383301
	Iteration 22Q: 3 clusters Score -4816780 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -4816932.500000 Penalty: 5228.383301
	Iteration 23Q: 3 clusters Score -4816932 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -4817042.500000 Penalty: 5228.383301
	Iteration 24Q: 3 clusters Score -4817042 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -4817140.000000 Penalty: 5228.383301
	Iteration 25Q: 3 clusters Score -4817140 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -4817276.000000 Penalty: 5228.383301
	Iteration 26Q: 3 clusters Score -4817276 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -4817418.500000 Penalty: 5228.383301
	Iteration 27Q: 3 clusters Score -4817418 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -4817549.500000 Penalty: 5228.383301
	Iteration 28Q: 3 clusters Score -4817550 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -4817692.000000 Penalty: 5228.383301
	Iteration 29Q: 3 clusters Score -4817692 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -4817875.000000 Penalty: 5228.383301
	Iteration 30Q: 3 clusters Score -4817875 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -4818056.500000 Penalty: 5228.383301
	Iteration 31Q: 3 clusters Score -4818056 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -4818236.500000 Penalty: 5228.383301
	Iteration 32Q: 3 clusters Score -4818236 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -4818468.000000 Penalty: 5228.383301
	Iteration 33Q: 3 clusters Score -4818468 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -4818698.000000 Penalty: 5228.383301
	Iteration 34Q: 3 clusters Score -4818698 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -4818916.500000 Penalty: 5228.383301
	Iteration 35Q: 3 clusters Score -4818916 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -4819106.000000 Penalty: 5228.383301
	Iteration 36Q: 3 clusters Score -4819106 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -4819250.500000 Penalty: 5228.383301
	Iteration 37Q: 3 clusters Score -4819250 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -4819416.000000 Penalty: 5228.383301
	Iteration 38Q: 3 clusters Score -4819416 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -4819575.500000 Penalty: 5228.383301
	Iteration 39Q: 3 clusters Score -4819576 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -4819732.000000 Penalty: 5228.383301
	Iteration 40F: 3 clusters Score -4819732 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -4819863.500000 Penalty: 5228.383301
	Iteration 41Q: 3 clusters Score -4819864 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -4819952.000000 Penalty: 5228.383301
	Iteration 42Q: 3 clusters Score -4819952 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4820053.500000 Penalty: 5228.383301
	Iteration 43Q: 3 clusters Score -4820054 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4820163.000000 Penalty: 5228.383301
	Iteration 44Q: 3 clusters Score -4820163 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4820246.500000 Penalty: 5228.383301
	Iteration 45Q: 3 clusters Score -4820246 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4820330.500000 Penalty: 5228.383301
	Iteration 46Q: 3 clusters Score -4820330 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4820404.000000 Penalty: 5228.383301
	Iteration 47Q: 3 clusters Score -4820404 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4820445.000000 Penalty: 5228.383301
	Iteration 48Q: 3 clusters Score -4820445 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4820481.000000 Penalty: 5228.383301
	Iteration 49Q: 3 clusters Score -4820481 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4820501.000000 Penalty: 5228.383301
	Iteration 50Q: 3 clusters Score -4820501 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4820517.000000 Penalty: 5228.383301
	Iteration 51Q: 3 clusters Score -4820517 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4820541.500000 Penalty: 5228.383301
	Iteration 52Q: 3 clusters Score -4820542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4820555.000000 Penalty: 5228.383301
	Iteration 53Q: 3 clusters Score -4820555 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4820568.500000 Penalty: 5228.383301
	Iteration 54Q: 3 clusters Score -4820568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4820575.000000 Penalty: 5228.383301
	Iteration 55Q: 3 clusters Score -4820575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4820583.500000 Penalty: 5228.383301
	Iteration 56Q: 3 clusters Score -4820584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4820596.000000 Penalty: 5228.383301
	Iteration 57Q: 3 clusters Score -4820596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4820603.000000 Penalty: 5228.383301
	Iteration 58Q: 3 clusters Score -4820603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4820603.000000 Penalty: 5228.383301
	Iteration 59Q: 3 clusters Score -4820603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4820614.000000 Penalty: 5228.383301
	Iteration 60F: 3 clusters Score -4820614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4820623.500000 Penalty: 5228.383301
	Iteration 61Q: 3 clusters Score -4820624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4820629.000000 Penalty: 5228.383301
	Iteration 62Q: 3 clusters Score -4820629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4820621.000000 Penalty: 5228.383301
	Iteration 63Q: 3 clusters Score -4820621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4820635.500000 Penalty: 5228.383301
	Iteration 64Q: 3 clusters Score -4820636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4820632.000000 Penalty: 5228.383301
	Iteration 65Q: 3 clusters Score -4820632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4820642.500000 Penalty: 5228.383301
	Iteration 66Q: 3 clusters Score -4820642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4820652.000000 Penalty: 5228.383301
	Iteration 67Q: 3 clusters Score -4820652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4820651.000000 Penalty: 5228.383301
	Iteration 68Q: 3 clusters Score -4820651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4820652.000000 Penalty: 5228.383301
	Iteration 69Q: 3 clusters Score -4820652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4820653.500000 Penalty: 5228.383301
	Iteration 70Q: 3 clusters Score -4820654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4820656.500000 Penalty: 5228.383301
	Iteration 71Q: 3 clusters Score -4820656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4820655.000000 Penalty: 5228.383301
	Iteration 72Q: 3 clusters Score -4820655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4820659.500000 Penalty: 5228.383301
	Iteration 73Q: 3 clusters Score -4820660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4820660.500000 Penalty: 5228.383301
	Iteration 74Q: 3 clusters Score -4820660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4820664.000000 Penalty: 5228.383301
	Iteration 75Q: 3 clusters Score -4820664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4820665.000000 Penalty: 5228.383301
	Iteration 76Q: 3 clusters Score -4820665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4820663.000000 Penalty: 5228.383301
	Iteration 77Q: 3 clusters Score -4820663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4820664.000000 Penalty: 5228.383301
	Iteration 78Q: 3 clusters Score -4820664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4820659.000000 Penalty: 5228.383301
	Iteration 79Q: 3 clusters Score -4820659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4820662.500000 Penalty: 5228.383301
	Iteration 80F: 3 clusters Score -4820662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4820665.000000 Penalty: 5228.383301
	Iteration 81Q: 3 clusters Score -4820665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4820662.000000 Penalty: 5228.383301
	Iteration 82Q: 3 clusters Score -4820662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4820662.000000 Penalty: 5228.383301
	Iteration 83F: 3 clusters Score -4820662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (157880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157880 members 
Entering Unmasked Estep 
Score: -21618264.000000 Penalty: 2968.458252
	Iteration 0F: 2 clusters Score -2.161826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78601 members 
Mstep: Class 2 contains 79279 members 
Entering Unmasked Estep 
Score: -21515928.000000 Penalty: 5936.916504
	Iteration 0F: 3 clusters Score -2.151593e+07 nChanged 75600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71967 members 
Mstep: Class 2 contains 85913 members 
Entering Unmasked Estep 
Score: -21559798.000000 Penalty: 5936.916504
	Iteration 1F: 3 clusters Score -2.15598e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 90251 members 
Entering Unmasked Estep 
Score: -21561692.000000 Penalty: 5936.916504
	Iteration 2Q: 3 clusters Score -2.156169e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61021 members 
Mstep: Class 2 contains 96859 members 
Entering Unmasked Estep 
Score: -21564826.000000 Penalty: 5936.916504
	Iteration 3Q: 3 clusters Score -2.156483e+07 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 106597 members 
Entering Unmasked Estep 
Score: -21571024.000000 Penalty: 5936.916504
	Iteration 4F: 3 clusters Score -2.157102e+07 nChanged 13358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 119559 members 
Entering Unmasked Estep 
Score: -21581288.000000 Penalty: 5936.916504
	Iteration 5F: 3 clusters Score -2.158129e+07 nChanged 14249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 133576 members 
Entering Unmasked Estep 
Score: -21594202.000000 Penalty: 5936.916504
	Iteration 6F: 3 clusters Score -2.15942e+07 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 145196 members 
Entering Unmasked Estep 
Score: -21605224.000000 Penalty: 5936.916504
	Iteration 7F: 3 clusters Score -2.160522e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 152162 members 
Entering Unmasked Estep 
Score: -21611470.000000 Penalty: 5936.916504
	Iteration 8Q: 3 clusters Score -2.161147e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 155360 members 
Entering Unmasked Estep 
Score: -21614226.000000 Penalty: 5936.916504
	Iteration 9Q: 3 clusters Score -2.161423e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 156498 members 
Entering Unmasked Estep 
Score: -21615198.000000 Penalty: 5936.916504
	Iteration 10Q: 3 clusters Score -2.16152e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 156884 members 
Entering Unmasked Estep 
Score: -21615534.000000 Penalty: 5936.916504
	Iteration 11Q: 3 clusters Score -2.161553e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 157024 members 
Entering Unmasked Estep 
Score: -21615726.000000 Penalty: 5936.916504
	Iteration 12Q: 3 clusters Score -2.161573e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 157082 members 
Entering Unmasked Estep 
Score: -21615806.000000 Penalty: 5936.916504
	Iteration 13Q: 3 clusters Score -2.161581e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 157115 members 
Entering Unmasked Estep 
Score: -21615800.000000 Penalty: 5936.916504
	Iteration 14Q: 3 clusters Score -2.16158e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 157139 members 
Entering Unmasked Estep 
Score: -21615820.000000 Penalty: 5936.916504
	Iteration 15Q: 3 clusters Score -2.161582e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 157153 members 
Entering Unmasked Estep 
Score: -21615866.000000 Penalty: 5936.916504
	Iteration 16Q: 3 clusters Score -2.161587e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 157162 members 
Entering Unmasked Estep 
Score: -21615894.000000 Penalty: 5936.916504
	Iteration 17Q: 3 clusters Score -2.161589e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 157170 members 
Entering Unmasked Estep 
Score: -21615918.000000 Penalty: 5936.916504
	Iteration 18Q: 3 clusters Score -2.161592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 157182 members 
Entering Unmasked Estep 
Score: -21615928.000000 Penalty: 5936.916504
	Iteration 19Q: 3 clusters Score -2.161593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 157188 members 
Entering Unmasked Estep 
Score: -21615950.000000 Penalty: 5936.916504
	Iteration 20F: 3 clusters Score -2.161595e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 157195 members 
Entering Unmasked Estep 
Score: -21615966.000000 Penalty: 5936.916504
	Iteration 21Q: 3 clusters Score -2.161597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 157198 members 
Entering Unmasked Estep 
Score: -21615966.000000 Penalty: 5936.916504
	Iteration 22Q: 3 clusters Score -2.161597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 157198 members 
Entering Unmasked Estep 
Score: -21615968.000000 Penalty: 5936.916504
	Iteration 23Q: 3 clusters Score -2.161597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 157201 members 
Entering Unmasked Estep 
Score: -21615990.000000 Penalty: 5936.916504
	Iteration 24Q: 3 clusters Score -2.161599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 157201 members 
Entering Unmasked Estep 
Score: -21615978.000000 Penalty: 5936.916504
	Iteration 25Q: 3 clusters Score -2.161598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 157204 members 
Entering Unmasked Estep 
Score: -21615980.000000 Penalty: 5936.916504
	Iteration 26Q: 3 clusters Score -2.161598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 157203 members 
Entering Unmasked Estep 
Score: -21615976.000000 Penalty: 5936.916504
	Iteration 27Q: 3 clusters Score -2.161598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 157203 members 
Entering Unmasked Estep 
Score: -21615962.000000 Penalty: 5936.916504
	Iteration 28Q: 3 clusters Score -2.161596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 157204 members 
Entering Unmasked Estep 
Score: -21615968.000000 Penalty: 5936.916504
	Iteration 29Q: 3 clusters Score -2.161597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 157208 members 
Entering Unmasked Estep 
Score: -21615978.000000 Penalty: 5936.916504
	Iteration 30Q: 3 clusters Score -2.161598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 157212 members 
Entering Unmasked Estep 
Score: -21615968.000000 Penalty: 5936.916504
	Iteration 31Q: 3 clusters Score -2.161597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 157219 members 
Entering Unmasked Estep 
Score: -21615990.000000 Penalty: 5936.916504
	Iteration 32Q: 3 clusters Score -2.161599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 157221 members 
Entering Unmasked Estep 
Score: -21616008.000000 Penalty: 5936.916504
	Iteration 33Q: 3 clusters Score -2.161601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 157224 members 
Entering Unmasked Estep 
Score: -21616002.000000 Penalty: 5936.916504
	Iteration 34Q: 3 clusters Score -2.1616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 157227 members 
Entering Unmasked Estep 
Score: -21615998.000000 Penalty: 5936.916504
	Iteration 35Q: 3 clusters Score -2.1616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 157228 members 
Entering Unmasked Estep 
Score: -21616002.000000 Penalty: 5936.916504
	Iteration 36Q: 3 clusters Score -2.1616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 157227 members 
Entering Unmasked Estep 
Score: -21616010.000000 Penalty: 5936.916504
	Iteration 37Q: 3 clusters Score -2.161601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 157225 members 
Entering Unmasked Estep 
Score: -21616004.000000 Penalty: 5936.916504
	Iteration 38Q: 3 clusters Score -2.1616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 157225 members 
Entering Unmasked Estep 
Score: -21616004.000000 Penalty: 5936.916504
	Iteration 39F: 3 clusters Score -2.1616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Entering Unmasked Estep 
Score: -2102148.750000 Penalty: 2411.730469
	Iteration 0F: 2 clusters Score -2102149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2090235.125000 Penalty: 4823.460938
	Iteration 0F: 3 clusters Score -2090235 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2094188.875000 Penalty: 4823.460938
	Iteration 1F: 3 clusters Score -2094189 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2094652.250000 Penalty: 4823.460938
	Iteration 2F: 3 clusters Score -2094652 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2095007.125000 Penalty: 4823.460938
	Iteration 3F: 3 clusters Score -2095007 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2095384.000000 Penalty: 4823.460938
	Iteration 4Q: 3 clusters Score -2095384 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2095789.875000 Penalty: 4823.460938
	Iteration 5Q: 3 clusters Score -2095790 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2096224.500000 Penalty: 4823.460938
	Iteration 6Q: 3 clusters Score -2096224 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2096626.125000 Penalty: 4823.460938
	Iteration 7Q: 3 clusters Score -2096626 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2096949.125000 Penalty: 4823.460938
	Iteration 8Q: 3 clusters Score -2096949 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2097201.250000 Penalty: 4823.460938
	Iteration 9Q: 3 clusters Score -2097201 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2097410.250000 Penalty: 4823.460938
	Iteration 10Q: 3 clusters Score -2097410 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2097575.750000 Penalty: 4823.460938
	Iteration 11Q: 3 clusters Score -2097576 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2097690.250000 Penalty: 4823.460938
	Iteration 12Q: 3 clusters Score -2097690 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2097789.750000 Penalty: 4823.460938
	Iteration 13Q: 3 clusters Score -2097790 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2097889.000000 Penalty: 4823.460938
	Iteration 14Q: 3 clusters Score -2097889 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2097961.250000 Penalty: 4823.460938
	Iteration 15Q: 3 clusters Score -2097961 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2098040.750000 Penalty: 4823.460938
	Iteration 16Q: 3 clusters Score -2098041 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2098101.250000 Penalty: 4823.460938
	Iteration 17Q: 3 clusters Score -2098101 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2098159.750000 Penalty: 4823.460938
	Iteration 18Q: 3 clusters Score -2098160 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2098206.000000 Penalty: 4823.460938
	Iteration 19Q: 3 clusters Score -2098206 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2098248.500000 Penalty: 4823.460938
	Iteration 20F: 3 clusters Score -2098248 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2098284.250000 Penalty: 4823.460938
	Iteration 21Q: 3 clusters Score -2098284 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2098330.750000 Penalty: 4823.460938
	Iteration 22Q: 3 clusters Score -2098331 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2098371.000000 Penalty: 4823.460938
	Iteration 23Q: 3 clusters Score -2098371 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2098412.500000 Penalty: 4823.460938
	Iteration 24Q: 3 clusters Score -2098412 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2098463.500000 Penalty: 4823.460938
	Iteration 25Q: 3 clusters Score -2098464 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2098507.500000 Penalty: 4823.460938
	Iteration 26Q: 3 clusters Score -2098508 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2098549.250000 Penalty: 4823.460938
	Iteration 27Q: 3 clusters Score -2098549 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2098578.000000 Penalty: 4823.460938
	Iteration 28Q: 3 clusters Score -2098578 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2098606.250000 Penalty: 4823.460938
	Iteration 29Q: 3 clusters Score -2098606 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2098638.000000 Penalty: 4823.460938
	Iteration 30Q: 3 clusters Score -2098638 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2098680.250000 Penalty: 4823.460938
	Iteration 31Q: 3 clusters Score -2098680 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2098709.750000 Penalty: 4823.460938
	Iteration 32Q: 3 clusters Score -2098710 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2098759.000000 Penalty: 4823.460938
	Iteration 33Q: 3 clusters Score -2098759 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2098785.000000 Penalty: 4823.460938
	Iteration 34Q: 3 clusters Score -2098785 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2098821.000000 Penalty: 4823.460938
	Iteration 35Q: 3 clusters Score -2098821 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2098846.500000 Penalty: 4823.460938
	Iteration 36Q: 3 clusters Score -2098846 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2098869.250000 Penalty: 4823.460938
	Iteration 37Q: 3 clusters Score -2098869 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2098902.500000 Penalty: 4823.460938
	Iteration 38Q: 3 clusters Score -2098902 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2098925.500000 Penalty: 4823.460938
	Iteration 39Q: 3 clusters Score -2098926 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2098953.500000 Penalty: 4823.460938
	Iteration 40F: 3 clusters Score -2098954 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2098985.250000 Penalty: 4823.460938
	Iteration 41Q: 3 clusters Score -2098985 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2099000.750000 Penalty: 4823.460938
	Iteration 42Q: 3 clusters Score -2099001 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2099026.000000 Penalty: 4823.460938
	Iteration 43Q: 3 clusters Score -2099026 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2099040.750000 Penalty: 4823.460938
	Iteration 44Q: 3 clusters Score -2099041 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2099071.500000 Penalty: 4823.460938
	Iteration 45Q: 3 clusters Score -2099072 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2099104.000000 Penalty: 4823.460938
	Iteration 46Q: 3 clusters Score -2099104 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2099144.750000 Penalty: 4823.460938
	Iteration 47Q: 3 clusters Score -2099145 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2099179.000000 Penalty: 4823.460938
	Iteration 48Q: 3 clusters Score -2099179 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2099218.500000 Penalty: 4823.460938
	Iteration 49Q: 3 clusters Score -2099218 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2099261.500000 Penalty: 4823.460938
	Iteration 50Q: 3 clusters Score -2099262 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2099299.500000 Penalty: 4823.460938
	Iteration 51Q: 3 clusters Score -2099300 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2099336.250000 Penalty: 4823.460938
	Iteration 52Q: 3 clusters Score -2099336 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2099370.250000 Penalty: 4823.460938
	Iteration 53Q: 3 clusters Score -2099370 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2099399.500000 Penalty: 4823.460938
	Iteration 54Q: 3 clusters Score -2099400 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2099444.500000 Penalty: 4823.460938
	Iteration 55Q: 3 clusters Score -2099444 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2099479.000000 Penalty: 4823.460938
	Iteration 56Q: 3 clusters Score -2099479 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2099514.000000 Penalty: 4823.460938
	Iteration 57Q: 3 clusters Score -2099514 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2099545.500000 Penalty: 4823.460938
	Iteration 58Q: 3 clusters Score -2099546 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2099580.000000 Penalty: 4823.460938
	Iteration 59Q: 3 clusters Score -2099580 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2099621.250000 Penalty: 4823.460938
	Iteration 60F: 3 clusters Score -2099621 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2099661.000000 Penalty: 4823.460938
	Iteration 61Q: 3 clusters Score -2099661 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2099705.000000 Penalty: 4823.460938
	Iteration 62Q: 3 clusters Score -2099705 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2099773.750000 Penalty: 4823.460938
	Iteration 63Q: 3 clusters Score -2099774 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2099856.500000 Penalty: 4823.460938
	Iteration 64Q: 3 clusters Score -2099856 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2099963.250000 Penalty: 4823.460938
	Iteration 65Q: 3 clusters Score -2099963 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2100084.250000 Penalty: 4823.460938
	Iteration 66Q: 3 clusters Score -2100084 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2100175.000000 Penalty: 4823.460938
	Iteration 67Q: 3 clusters Score -2100175 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2100269.500000 Penalty: 4823.460938
	Iteration 68Q: 3 clusters Score -2100270 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2100354.000000 Penalty: 4823.460938
	Iteration 69Q: 3 clusters Score -2100354 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2100427.000000 Penalty: 4823.460938
	Iteration 70Q: 3 clusters Score -2100427 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2100485.250000 Penalty: 4823.460938
	Iteration 71Q: 3 clusters Score -2100485 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2100547.750000 Penalty: 4823.460938
	Iteration 72Q: 3 clusters Score -2100548 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2100588.750000 Penalty: 4823.460938
	Iteration 73Q: 3 clusters Score -2100589 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2100622.500000 Penalty: 4823.460938
	Iteration 74Q: 3 clusters Score -2100622 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2100662.750000 Penalty: 4823.460938
	Iteration 75Q: 3 clusters Score -2100663 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2100698.000000 Penalty: 4823.460938
	Iteration 76Q: 3 clusters Score -2100698 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2100719.750000 Penalty: 4823.460938
	Iteration 77Q: 3 clusters Score -2100720 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2100745.250000 Penalty: 4823.460938
	Iteration 78Q: 3 clusters Score -2100745 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2100765.500000 Penalty: 4823.460938
	Iteration 79Q: 3 clusters Score -2100766 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2100792.250000 Penalty: 4823.460938
	Iteration 80F: 3 clusters Score -2100792 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2100814.000000 Penalty: 4823.460938
	Iteration 81Q: 3 clusters Score -2100814 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2100831.500000 Penalty: 4823.460938
	Iteration 82Q: 3 clusters Score -2100832 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2100844.250000 Penalty: 4823.460938
	Iteration 83Q: 3 clusters Score -2100844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2100860.250000 Penalty: 4823.460938
	Iteration 84Q: 3 clusters Score -2100860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2100868.000000 Penalty: 4823.460938
	Iteration 85Q: 3 clusters Score -2100868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2100881.500000 Penalty: 4823.460938
	Iteration 86Q: 3 clusters Score -2100882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2100886.000000 Penalty: 4823.460938
	Iteration 87Q: 3 clusters Score -2100886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2100889.500000 Penalty: 4823.460938
	Iteration 88Q: 3 clusters Score -2100890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2100895.500000 Penalty: 4823.460938
	Iteration 89Q: 3 clusters Score -2100896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2100898.250000 Penalty: 4823.460938
	Iteration 90Q: 3 clusters Score -2100898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2100900.750000 Penalty: 4823.460938
	Iteration 91Q: 3 clusters Score -2100901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2100907.500000 Penalty: 4823.460938
	Iteration 92Q: 3 clusters Score -2100908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2100907.750000 Penalty: 4823.460938
	Iteration 93Q: 3 clusters Score -2100908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2100910.250000 Penalty: 4823.460938
	Iteration 94Q: 3 clusters Score -2100910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2100918.500000 Penalty: 4823.460938
	Iteration 95Q: 3 clusters Score -2100918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2100921.250000 Penalty: 4823.460938
	Iteration 96Q: 3 clusters Score -2100921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2100922.500000 Penalty: 4823.460938
	Iteration 97Q: 3 clusters Score -2100922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2100925.500000 Penalty: 4823.460938
	Iteration 98Q: 3 clusters Score -2100926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2100931.250000 Penalty: 4823.460938
	Iteration 99Q: 3 clusters Score -2100931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2100933.250000 Penalty: 4823.460938
	Iteration 100F: 3 clusters Score -2100933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2100934.000000 Penalty: 4823.460938
	Iteration 101Q: 3 clusters Score -2100934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2100933.000000 Penalty: 4823.460938
	Iteration 102Q: 3 clusters Score -2100933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2100937.500000 Penalty: 4823.460938
	Iteration 103Q: 3 clusters Score -2100938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2100936.000000 Penalty: 4823.460938
	Iteration 104Q: 3 clusters Score -2100936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2100936.750000 Penalty: 4823.460938
	Iteration 105Q: 3 clusters Score -2100937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2100936.750000 Penalty: 4823.460938
	Iteration 106F: 3 clusters Score -2100937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Entering Unmasked Estep 
Score: -1875657.625000 Penalty: 2370.427734
	Iteration 0F: 2 clusters Score -1875658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1865261.625000 Penalty: 4740.855469
	Iteration 0F: 3 clusters Score -1865262 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1868735.875000 Penalty: 4740.855469
	Iteration 1F: 3 clusters Score -1868736 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1869379.125000 Penalty: 4740.855469
	Iteration 2F: 3 clusters Score -1869379 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1870262.875000 Penalty: 4740.855469
	Iteration 3F: 3 clusters Score -1870263 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1871442.625000 Penalty: 4740.855469
	Iteration 4F: 3 clusters Score -1871443 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1872776.250000 Penalty: 4740.855469
	Iteration 5F: 3 clusters Score -1872776 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1873951.750000 Penalty: 4740.855469
	Iteration 6F: 3 clusters Score -1873952 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1874774.125000 Penalty: 4740.855469
	Iteration 7F: 3 clusters Score -1874774 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1875286.250000 Penalty: 4740.855469
	Iteration 8Q: 3 clusters Score -1875286 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1875545.125000 Penalty: 4740.855469
	Iteration 9Q: 3 clusters Score -1875545 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1875656.750000 Penalty: 4740.855469
	Iteration 10Q: 3 clusters Score -1875657 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1875726.750000 Penalty: 4740.855469
	Iteration 11Q: 3 clusters Score -1875727 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1875779.000000 Penalty: 4740.855469
	Iteration 12Q: 3 clusters Score -1875779 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1875821.375000 Penalty: 4740.855469
	Iteration 13Q: 3 clusters Score -1875821 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1875843.500000 Penalty: 4740.855469
	Iteration 14Q: 3 clusters Score -1875844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1875862.750000 Penalty: 4740.855469
	Iteration 15Q: 3 clusters Score -1875863 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1875870.875000 Penalty: 4740.855469
	Iteration 16Q: 3 clusters Score -1875871 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1875875.375000 Penalty: 4740.855469
	Iteration 17Q: 3 clusters Score -1875875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1875877.875000 Penalty: 4740.855469
	Iteration 18Q: 3 clusters Score -1875878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1875884.500000 Penalty: 4740.855469
	Iteration 19Q: 3 clusters Score -1875884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1875888.250000 Penalty: 4740.855469
	Iteration 20F: 3 clusters Score -1875888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1875889.250000 Penalty: 4740.855469
	Iteration 21Q: 3 clusters Score -1875889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1875891.500000 Penalty: 4740.855469
	Iteration 22Q: 3 clusters Score -1875892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1875893.375000 Penalty: 4740.855469
	Iteration 23Q: 3 clusters Score -1875893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1875898.875000 Penalty: 4740.855469
	Iteration 24Q: 3 clusters Score -1875899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1875901.750000 Penalty: 4740.855469
	Iteration 25Q: 3 clusters Score -1875902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1875905.500000 Penalty: 4740.855469
	Iteration 26Q: 3 clusters Score -1875906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1875910.875000 Penalty: 4740.855469
	Iteration 27Q: 3 clusters Score -1875911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1875914.375000 Penalty: 4740.855469
	Iteration 28Q: 3 clusters Score -1875914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1875912.750000 Penalty: 4740.855469
	Iteration 29Q: 3 clusters Score -1875913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1875914.875000 Penalty: 4740.855469
	Iteration 30Q: 3 clusters Score -1875915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1875918.625000 Penalty: 4740.855469
	Iteration 31Q: 3 clusters Score -1875919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1875917.750000 Penalty: 4740.855469
	Iteration 32Q: 3 clusters Score -1875918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1875916.625000 Penalty: 4740.855469
	Iteration 33Q: 3 clusters Score -1875917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1875917.375000 Penalty: 4740.855469
	Iteration 34Q: 3 clusters Score -1875917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1875919.250000 Penalty: 4740.855469
	Iteration 35Q: 3 clusters Score -1875919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1875918.375000 Penalty: 4740.855469
	Iteration 36Q: 3 clusters Score -1875918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1875919.625000 Penalty: 4740.855469
	Iteration 37Q: 3 clusters Score -1875920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1875919.625000 Penalty: 4740.855469
	Iteration 38F: 3 clusters Score -1875920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 13085 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 19199 members 
Mstep: Class 6 contains 39423 members 
Mstep: Class 7 contains 91294 members 
Mstep: Class 8 contains 4806 members 
Mstep: Class 9 contains 13101 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 166659 members 
Mstep: Class 12 contains 856 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 6373 members 
Mstep: Class 15 contains 1578 members 
Mstep: Class 16 contains 63782 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 37839 members 
Mstep: Class 19 contains 157880 members 
Mstep: Class 20 contains 16726 members 
Mstep: Class 21 contains 3381 members 
Mstep: Class 22 contains 11109 members 
Mstep: Class 23 contains 4572 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 25922 members 
Mstep: Class 26 contains 8332 members 
Mstep: Class 27 contains 513 members 
Mstep: Class 28 contains 4429 members 
Mstep: Class 29 contains 14629 members 
Mstep: Class 30 contains 1336 members 
Mstep: Class 31 contains 4046 members 
Mstep: Class 32 contains 1608 members 
Mstep: Class 33 contains 10779 members 
Entering Unmasked Estep 
Score: -100903248.000000 Penalty: 110858.882812
Splitting cluster 21 changes total score from -100889224.000000 to -100903248.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1354782.125000 Penalty: 2310.246582
	Iteration 0F: 2 clusters Score -1354782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1346365.750000 Penalty: 4620.493164
	Iteration 0F: 3 clusters Score -1346366 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1349092.875000 Penalty: 4620.493164
	Iteration 1F: 3 clusters Score -1349093 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1349732.500000 Penalty: 4620.493164
	Iteration 2F: 3 clusters Score -1349732 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1350290.750000 Penalty: 4620.493164
	Iteration 3F: 3 clusters Score -1350291 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1350743.875000 Penalty: 4620.493164
	Iteration 4F: 3 clusters Score -1350744 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1351175.875000 Penalty: 4620.493164
	Iteration 5F: 3 clusters Score -1351176 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1351520.500000 Penalty: 4620.493164
	Iteration 6Q: 3 clusters Score -1351520 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1351792.375000 Penalty: 4620.493164
	Iteration 7Q: 3 clusters Score -1351792 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1352030.375000 Penalty: 4620.493164
	Iteration 8Q: 3 clusters Score -1352030 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1352239.875000 Penalty: 4620.493164
	Iteration 9Q: 3 clusters Score -1352240 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1352405.625000 Penalty: 4620.493164
	Iteration 10Q: 3 clusters Score -1352406 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1352533.625000 Penalty: 4620.493164
	Iteration 11Q: 3 clusters Score -1352534 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1352629.750000 Penalty: 4620.493164
	Iteration 12Q: 3 clusters Score -1352630 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1352711.500000 Penalty: 4620.493164
	Iteration 13Q: 3 clusters Score -1352712 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1352773.875000 Penalty: 4620.493164
	Iteration 14Q: 3 clusters Score -1352774 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1352838.875000 Penalty: 4620.493164
	Iteration 15Q: 3 clusters Score -1352839 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1352898.125000 Penalty: 4620.493164
	Iteration 16Q: 3 clusters Score -1352898 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1352957.500000 Penalty: 4620.493164
	Iteration 17Q: 3 clusters Score -1352958 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1352998.250000 Penalty: 4620.493164
	Iteration 18Q: 3 clusters Score -1352998 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1353037.875000 Penalty: 4620.493164
	Iteration 19Q: 3 clusters Score -1353038 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1353081.125000 Penalty: 4620.493164
	Iteration 20F: 3 clusters Score -1353081 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1353113.250000 Penalty: 4620.493164
	Iteration 21Q: 3 clusters Score -1353113 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1353147.125000 Penalty: 4620.493164
	Iteration 22Q: 3 clusters Score -1353147 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1353183.000000 Penalty: 4620.493164
	Iteration 23Q: 3 clusters Score -1353183 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1353211.500000 Penalty: 4620.493164
	Iteration 24Q: 3 clusters Score -1353212 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1353235.000000 Penalty: 4620.493164
	Iteration 25Q: 3 clusters Score -1353235 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1353251.500000 Penalty: 4620.493164
	Iteration 26Q: 3 clusters Score -1353252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1353262.500000 Penalty: 4620.493164
	Iteration 27Q: 3 clusters Score -1353262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1353281.000000 Penalty: 4620.493164
	Iteration 28Q: 3 clusters Score -1353281 nChanged 44
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: -1353288.375000 Penalty: 4620.493164
	Iteration 29Q: 3 clusters Score -1353288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1353302.125000 Penalty: 4620.493164
	Iteration 30Q: 3 clusters Score -1353302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1353306.250000 Penalty: 4620.493164
	Iteration 31Q: 3 clusters Score -1353306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1353310.250000 Penalty: 4620.493164
	Iteration 32Q: 3 clusters Score -1353310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1353316.375000 Penalty: 4620.493164
	Iteration 33Q: 3 clusters Score -1353316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1353319.000000 Penalty: 4620.493164
	Iteration 34Q: 3 clusters Score -1353319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1353317.875000 Penalty: 4620.493164
	Iteration 35Q: 3 clusters Score -1353318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1353320.750000 Penalty: 4620.493164
	Iteration 36Q: 3 clusters Score -1353321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1353321.500000 Penalty: 4620.493164
	Iteration 37Q: 3 clusters Score -1353322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1353325.750000 Penalty: 4620.493164
	Iteration 38Q: 3 clusters Score -1353326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1353328.250000 Penalty: 4620.493164
	Iteration 39Q: 3 clusters Score -1353328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1353326.000000 Penalty: 4620.493164
	Iteration 40F: 3 clusters Score -1353326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1353335.625000 Penalty: 4620.493164
	Iteration 41Q: 3 clusters Score -1353336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1353343.125000 Penalty: 4620.493164
	Iteration 42Q: 3 clusters Score -1353343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1353352.375000 Penalty: 4620.493164
	Iteration 43Q: 3 clusters Score -1353352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1353367.750000 Penalty: 4620.493164
	Iteration 44Q: 3 clusters Score -1353368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1353373.250000 Penalty: 4620.493164
	Iteration 45Q: 3 clusters Score -1353373 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1353390.625000 Penalty: 4620.493164
	Iteration 46Q: 3 clusters Score -1353391 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1353410.625000 Penalty: 4620.493164
	Iteration 47Q: 3 clusters Score -1353411 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1353429.875000 Penalty: 4620.493164
	Iteration 48Q: 3 clusters Score -1353430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1353450.750000 Penalty: 4620.493164
	Iteration 49Q: 3 clusters Score -1353451 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1353462.000000 Penalty: 4620.493164
	Iteration 50Q: 3 clusters Score -1353462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1353465.500000 Penalty: 4620.493164
	Iteration 51Q: 3 clusters Score -1353466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1353480.750000 Penalty: 4620.493164
	Iteration 52Q: 3 clusters Score -1353481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1353487.000000 Penalty: 4620.493164
	Iteration 53Q: 3 clusters Score -1353487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1353503.375000 Penalty: 4620.493164
	Iteration 54Q: 3 clusters Score -1353503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1353513.500000 Penalty: 4620.493164
	Iteration 55Q: 3 clusters Score -1353514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1353529.500000 Penalty: 4620.493164
	Iteration 56Q: 3 clusters Score -1353530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1353529.875000 Penalty: 4620.493164
	Iteration 57Q: 3 clusters Score -1353530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1353534.375000 Penalty: 4620.493164
	Iteration 58Q: 3 clusters Score -1353534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1353538.875000 Penalty: 4620.493164
	Iteration 59Q: 3 clusters Score -1353539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1353544.125000 Penalty: 4620.493164
	Iteration 60F: 3 clusters Score -1353544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1353552.750000 Penalty: 4620.493164
	Iteration 61Q: 3 clusters Score -1353553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1353555.000000 Penalty: 4620.493164
	Iteration 62Q: 3 clusters Score -1353555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1353556.625000 Penalty: 4620.493164
	Iteration 63Q: 3 clusters Score -1353557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1353562.250000 Penalty: 4620.493164
	Iteration 64Q: 3 clusters Score -1353562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1353561.750000 Penalty: 4620.493164
	Iteration 65Q: 3 clusters Score -1353562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1353563.625000 Penalty: 4620.493164
	Iteration 66Q: 3 clusters Score -1353564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1353565.000000 Penalty: 4620.493164
	Iteration 67Q: 3 clusters Score -1353565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1353566.375000 Penalty: 4620.493164
	Iteration 68Q: 3 clusters Score -1353566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1353570.125000 Penalty: 4620.493164
	Iteration 69Q: 3 clusters Score -1353570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1353572.250000 Penalty: 4620.493164
	Iteration 70Q: 3 clusters Score -1353572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1353580.250000 Penalty: 4620.493164
	Iteration 71Q: 3 clusters Score -1353580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1353584.500000 Penalty: 4620.493164
	Iteration 72Q: 3 clusters Score -1353584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1353588.000000 Penalty: 4620.493164
	Iteration 73Q: 3 clusters Score -1353588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1353594.625000 Penalty: 4620.493164
	Iteration 74Q: 3 clusters Score -1353595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1353600.250000 Penalty: 4620.493164
	Iteration 75Q: 3 clusters Score -1353600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1353609.500000 Penalty: 4620.493164
	Iteration 76Q: 3 clusters Score -1353610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1353612.000000 Penalty: 4620.493164
	Iteration 77Q: 3 clusters Score -1353612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1353615.500000 Penalty: 4620.493164
	Iteration 78Q: 3 clusters Score -1353616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1353619.250000 Penalty: 4620.493164
	Iteration 79Q: 3 clusters Score -1353619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1353619.750000 Penalty: 4620.493164
	Iteration 80F: 3 clusters Score -1353620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1353621.125000 Penalty: 4620.493164
	Iteration 81Q: 3 clusters Score -1353621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1353618.500000 Penalty: 4620.493164
	Iteration 82Q: 3 clusters Score -1353618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1353619.500000 Penalty: 4620.493164
	Iteration 83Q: 3 clusters Score -1353620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1353622.000000 Penalty: 4620.493164
	Iteration 84Q: 3 clusters Score -1353622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1353622.000000 Penalty: 4620.493164
	Iteration 85F: 3 clusters Score -1353622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Entering Unmasked Estep 
Score: -575676.312500 Penalty: 2090.071045
	Iteration 0F: 2 clusters Score -575676.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -571472.437500 Penalty: 4180.142090
	Iteration 0F: 3 clusters Score -571472.4 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -572656.812500 Penalty: 4180.142090
	Iteration 1F: 3 clusters Score -572656.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -572972.562500 Penalty: 4180.142090
	Iteration 2F: 3 clusters Score -572972.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -573222.937500 Penalty: 4180.142090
	Iteration 3F: 3 clusters Score -573222.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -573432.812500 Penalty: 4180.142090
	Iteration 4F: 3 clusters Score -573432.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -573586.312500 Penalty: 4180.142090
	Iteration 5Q: 3 clusters Score -573586.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -573695.375000 Penalty: 4180.142090
	Iteration 6Q: 3 clusters Score -573695.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -573786.625000 Penalty: 4180.142090
	Iteration 7Q: 3 clusters Score -573786.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -573844.750000 Penalty: 4180.142090
	Iteration 8Q: 3 clusters Score -573844.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -573877.937500 Penalty: 4180.142090
	Iteration 9Q: 3 clusters Score -573877.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -573904.875000 Penalty: 4180.142090
	Iteration 10Q: 3 clusters Score -573904.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -573938.812500 Penalty: 4180.142090
	Iteration 11Q: 3 clusters Score -573938.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -573979.375000 Penalty: 4180.142090
	Iteration 12Q: 3 clusters Score -573979.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -574012.750000 Penalty: 4180.142090
	Iteration 13Q: 3 clusters Score -574012.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -574051.000000 Penalty: 4180.142090
	Iteration 14Q: 3 clusters Score -574051 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -574101.312500 Penalty: 4180.142090
	Iteration 15Q: 3 clusters Score -574101.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -574170.687500 Penalty: 4180.142090
	Iteration 16Q: 3 clusters Score -574170.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -574242.687500 Penalty: 4180.142090
	Iteration 17Q: 3 clusters Score -574242.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -574302.750000 Penalty: 4180.142090
	Iteration 18Q: 3 clusters Score -574302.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -574355.562500 Penalty: 4180.142090
	Iteration 19Q: 3 clusters Score -574355.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -574398.750000 Penalty: 4180.142090
	Iteration 20F: 3 clusters Score -574398.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -574431.375000 Penalty: 4180.142090
	Iteration 21Q: 3 clusters Score -574431.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -574456.812500 Penalty: 4180.142090
	Iteration 22Q: 3 clusters Score -574456.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -574482.375000 Penalty: 4180.142090
	Iteration 23Q: 3 clusters Score -574482.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -574504.187500 Penalty: 4180.142090
	Iteration 24Q: 3 clusters Score -574504.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -574520.125000 Penalty: 4180.142090
	Iteration 25Q: 3 clusters Score -574520.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -574528.125000 Penalty: 4180.142090
	Iteration 26Q: 3 clusters Score -574528.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -574536.687500 Penalty: 4180.142090
	Iteration 27Q: 3 clusters Score -574536.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -574542.750000 Penalty: 4180.142090
	Iteration 28Q: 3 clusters Score -574542.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -574547.250000 Penalty: 4180.142090
	Iteration 29Q: 3 clusters Score -574547.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -574550.000000 Penalty: 4180.142090
	Iteration 30Q: 3 clusters Score -574550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -574552.937500 Penalty: 4180.142090
	Iteration 31Q: 3 clusters Score -574552.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -574553.562500 Penalty: 4180.142090
	Iteration 32Q: 3 clusters Score -574553.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -574555.562500 Penalty: 4180.142090
	Iteration 33Q: 3 clusters Score -574555.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -574557.562500 Penalty: 4180.142090
	Iteration 34Q: 3 clusters Score -574557.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -574558.562500 Penalty: 4180.142090
	Iteration 35Q: 3 clusters Score -574558.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -574561.312500 Penalty: 4180.142090
	Iteration 36Q: 3 clusters Score -574561.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -574566.000000 Penalty: 4180.142090
	Iteration 37Q: 3 clusters Score -574566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -574568.687500 Penalty: 4180.142090
	Iteration 38Q: 3 clusters Score -574568.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -574572.562500 Penalty: 4180.142090
	Iteration 39Q: 3 clusters Score -574572.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -574574.187500 Penalty: 4180.142090
	Iteration 40F: 3 clusters Score -574574.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -574576.250000 Penalty: 4180.142090
	Iteration 41Q: 3 clusters Score -574576.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -574576.312500 Penalty: 4180.142090
	Iteration 42Q: 3 clusters Score -574576.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -574576.625000 Penalty: 4180.142090
	Iteration 43Q: 3 clusters Score -574576.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -574577.875000 Penalty: 4180.142090
	Iteration 44Q: 3 clusters Score -574577.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -574578.562500 Penalty: 4180.142090
	Iteration 45Q: 3 clusters Score -574578.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -574579.312500 Penalty: 4180.142090
	Iteration 46Q: 3 clusters Score -574579.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -574579.625000 Penalty: 4180.142090
	Iteration 47Q: 3 clusters Score -574579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -574579.062500 Penalty: 4180.142090
	Iteration 48Q: 3 clusters Score -574579.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -574579.062500 Penalty: 4180.142090
	Iteration 49F: 3 clusters Score -574579.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -69101.101562 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -69101.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -67584.328125 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -67584.33 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68134.562500 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -68134.56 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -68455.937500 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -68455.94 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68615.757812 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -68615.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -68676.781250 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -68676.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -68697.539062 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -68697.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -68723.859375 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -68723.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -68738.273438 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -68738.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -68742.351562 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -68742.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -68753.187500 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -68753.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68799.562500 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -68799.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -68886.156250 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -68886.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -69076.390625 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -69076.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -69111.468750 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -69111.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -69187.367188 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -69187.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -69195.703125 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -69195.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -69195.703125 Penalty: 3184.317383
	Iteration 16F: 3 clusters Score -69195.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 13085 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 19199 members 
Mstep: Class 6 contains 39423 members 
Mstep: Class 7 contains 91294 members 
Mstep: Class 8 contains 4806 members 
Mstep: Class 9 contains 13101 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 166659 members 
Mstep: Class 12 contains 856 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 6373 members 
Mstep: Class 15 contains 1578 members 
Mstep: Class 16 contains 63782 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 37839 members 
Mstep: Class 19 contains 157880 members 
Mstep: Class 20 contains 16726 members 
Mstep: Class 21 contains 3381 members 
Mstep: Class 22 contains 11109 members 
Mstep: Class 23 contains 4572 members 
Mstep: Class 24 contains 186 members 
Mstep: Class 25 contains 25922 members 
Mstep: Class 26 contains 8332 members 
Mstep: Class 27 contains 513 members 
Mstep: Class 28 contains 4429 members 
Mstep: Class 29 contains 14629 members 
Mstep: Class 30 contains 1336 members 
Mstep: Class 31 contains 4046 members 
Mstep: Class 32 contains 1608 members 
Mstep: Class 33 contains 10779 members 
Mstep: Class 34 contains 428 members 
Entering Unmasked Estep 
Score: -100901616.000000 Penalty: 114218.242188
Splitting cluster 24 changes total score from -100889224.000000 to -100901616.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 25 (25922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Entering Unmasked Estep 
Score: -3497319.250000 Penalty: 2520.386230
	Iteration 0F: 2 clusters Score -3497319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3479381.500000 Penalty: 5040.772461
	Iteration 0F: 3 clusters Score -3479382 nChanged 11639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -3485597.750000 Penalty: 5040.772461
	Iteration 1F: 3 clusters Score -3485598 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3486010.250000 Penalty: 5040.772461
	Iteration 2Q: 3 clusters Score -3486010 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -3486411.000000 Penalty: 5040.772461
	Iteration 3Q: 3 clusters Score -3486411 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -3486860.750000 Penalty: 5040.772461
	Iteration 4Q: 3 clusters Score -3486861 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3487483.500000 Penalty: 5040.772461
	Iteration 5Q: 3 clusters Score -3487484 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -3488238.000000 Penalty: 5040.772461
	Iteration 6Q: 3 clusters Score -3488238 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -3489117.000000 Penalty: 5040.772461
	Iteration 7Q: 3 clusters Score -3489117 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3490164.250000 Penalty: 5040.772461
	Iteration 8F: 3 clusters Score -3490164 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -3491246.000000 Penalty: 5040.772461
	Iteration 9F: 3 clusters Score -3491246 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3492274.500000 Penalty: 5040.772461
	Iteration 10Q: 3 clusters Score -3492274 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3493180.250000 Penalty: 5040.772461
	Iteration 11Q: 3 clusters Score -3493180 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3493820.750000 Penalty: 5040.772461
	Iteration 12Q: 3 clusters Score -3493821 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3494266.500000 Penalty: 5040.772461
	Iteration 13Q: 3 clusters Score -3494266 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3494566.250000 Penalty: 5040.772461
	Iteration 14Q: 3 clusters Score -3494566 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3494750.250000 Penalty: 5040.772461
	Iteration 15Q: 3 clusters Score -3494750 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3494847.000000 Penalty: 5040.772461
	Iteration 16Q: 3 clusters Score -3494847 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3494923.750000 Penalty: 5040.772461
	Iteration 17Q: 3 clusters Score -3494924 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3494977.750000 Penalty: 5040.772461
	Iteration 18Q: 3 clusters Score -3494978 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3495021.750000 Penalty: 5040.772461
	Iteration 19Q: 3 clusters Score -3495022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3495061.500000 Penalty: 5040.772461
	Iteration 20F: 3 clusters Score -3495062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3495088.250000 Penalty: 5040.772461
	Iteration 21Q: 3 clusters Score -3495088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3495112.000000 Penalty: 5040.772461
	Iteration 22Q: 3 clusters Score -3495112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3495135.500000 Penalty: 5040.772461
	Iteration 23Q: 3 clusters Score -3495136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3495150.750000 Penalty: 5040.772461
	Iteration 24Q: 3 clusters Score -3495151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3495157.250000 Penalty: 5040.772461
	Iteration 25Q: 3 clusters Score -3495157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3495162.750000 Penalty: 5040.772461
	Iteration 26Q: 3 clusters Score -3495163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3495166.000000 Penalty: 5040.772461
	Iteration 27Q: 3 clusters Score -3495166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3495169.250000 Penalty: 5040.772461
	Iteration 28Q: 3 clusters Score -3495169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3495171.750000 Penalty: 5040.772461
	Iteration 29Q: 3 clusters Score -3495172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3495172.750000 Penalty: 5040.772461
	Iteration 30Q: 3 clusters Score -3495173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3495178.000000 Penalty: 5040.772461
	Iteration 31Q: 3 clusters Score -3495178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3495182.500000 Penalty: 5040.772461
	Iteration 32Q: 3 clusters Score -3495182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3495178.000000 Penalty: 5040.772461
	Iteration 33Q: 3 clusters Score -3495178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3495180.500000 Penalty: 5040.772461
	Iteration 34Q: 3 clusters Score -3495180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3495182.750000 Penalty: 5040.772461
	Iteration 35Q: 3 clusters Score -3495183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3495184.250000 Penalty: 5040.772461
	Iteration 36Q: 3 clusters Score -3495184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3495181.000000 Penalty: 5040.772461
	Iteration 37Q: 3 clusters Score -3495181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3495184.000000 Penalty: 5040.772461
	Iteration 38Q: 3 clusters Score -3495184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3495184.000000 Penalty: 5040.772461
	Iteration 39F: 3 clusters Score -3495184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Entering Unmasked Estep 
Score: -1097322.875000 Penalty: 2238.908936
	Iteration 0F: 2 clusters Score -1097323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1090704.750000 Penalty: 4477.817871
	Iteration 0F: 3 clusters Score -1090705 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1092719.125000 Penalty: 4477.817871
	Iteration 1F: 3 clusters Score -1092719 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1093226.500000 Penalty: 4477.817871
	Iteration 2F: 3 clusters Score -1093226 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1093708.500000 Penalty: 4477.817871
	Iteration 3F: 3 clusters Score -1093708 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1094189.500000 Penalty: 4477.817871
	Iteration 4F: 3 clusters Score -1094190 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1094596.375000 Penalty: 4477.817871
	Iteration 5F: 3 clusters Score -1094596 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1094884.875000 Penalty: 4477.817871
	Iteration 6F: 3 clusters Score -1094885 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1095142.000000 Penalty: 4477.817871
	Iteration 7Q: 3 clusters Score -1095142 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1095398.250000 Penalty: 4477.817871
	Iteration 8Q: 3 clusters Score -1095398 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1095634.875000 Penalty: 4477.817871
	Iteration 9Q: 3 clusters Score -1095635 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1095894.125000 Penalty: 4477.817871
	Iteration 10Q: 3 clusters Score -1095894 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1096145.875000 Penalty: 4477.817871
	Iteration 11Q: 3 clusters Score -1096146 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1096394.750000 Penalty: 4477.817871
	Iteration 12Q: 3 clusters Score -1096395 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1096609.125000 Penalty: 4477.817871
	Iteration 13Q: 3 clusters Score -1096609 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1096742.375000 Penalty: 4477.817871
	Iteration 14Q: 3 clusters Score -1096742 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1096832.625000 Penalty: 4477.817871
	Iteration 15Q: 3 clusters Score -1096833 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1096883.375000 Penalty: 4477.817871
	Iteration 16Q: 3 clusters Score -1096883 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1096914.875000 Penalty: 4477.817871
	Iteration 17Q: 3 clusters Score -1096915 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1096930.875000 Penalty: 4477.817871
	Iteration 18Q: 3 clusters Score -1096931 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1096946.750000 Penalty: 4477.817871
	Iteration 19Q: 3 clusters Score -1096947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1096954.625000 Penalty: 4477.817871
	Iteration 20F: 3 clusters Score -1096955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1096957.000000 Penalty: 4477.817871
	Iteration 21Q: 3 clusters Score -1096957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1096958.750000 Penalty: 4477.817871
	Iteration 22Q: 3 clusters Score -1096959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1096958.625000 Penalty: 4477.817871
	Iteration 23Q: 3 clusters Score -1096959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1096958.625000 Penalty: 4477.817871
	Iteration 24F: 3 clusters Score -1096959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -63629.230469 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -63629.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62120.644531 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -62120.64 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62352.492188 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -62352.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62502.738281 Penalty: 3095.176758
	Iteration 2F: 3 clusters Score -62502.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62694.500000 Penalty: 3095.176758
	Iteration 3F: 3 clusters Score -62694.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -62809.187500 Penalty: 3095.176758
	Iteration 4F: 3 clusters Score -62809.19 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -62971.285156 Penalty: 3095.176758
	Iteration 5F: 3 clusters Score -62971.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -63207.496094 Penalty: 3095.176758
	Iteration 6F: 3 clusters Score -63207.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -63503.210938 Penalty: 3095.176758
	Iteration 7Q: 3 clusters Score -63503.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -63627.167969 Penalty: 3095.176758
	Iteration 8Q: 3 clusters Score -63627.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -63673.707031 Penalty: 3095.176758
	Iteration 9Q: 3 clusters Score -63673.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -63692.156250 Penalty: 3095.176758
	Iteration 10Q: 3 clusters Score -63692.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -63692.156250 Penalty: 3095.176758
	Iteration 11F: 3 clusters Score -63692.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 13085 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 19199 members 
Mstep: Class 6 contains 39423 members 
Mstep: Class 7 contains 91294 members 
Mstep: Class 8 contains 4806 members 
Mstep: Class 9 contains 13101 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 166659 members 
Mstep: Class 12 contains 856 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 6373 members 
Mstep: Class 15 contains 1578 members 
Mstep: Class 16 contains 63782 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 37839 members 
Mstep: Class 19 contains 157880 members 
Mstep: Class 20 contains 16726 members 
Mstep: Class 21 contains 3381 members 
Mstep: Class 22 contains 11109 members 
Mstep: Class 23 contains 4572 members 
Mstep: Class 24 contains 186 members 
Mstep: Class 25 contains 25922 members 
Mstep: Class 26 contains 8332 members 
Mstep: Class 27 contains 383 members 
Mstep: Class 28 contains 4429 members 
Mstep: Class 29 contains 14629 members 
Mstep: Class 30 contains 1336 members 
Mstep: Class 31 contains 4046 members 
Mstep: Class 32 contains 1608 members 
Mstep: Class 33 contains 10779 members 
Mstep: Class 34 contains 428 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
Score: -100899816.000000 Penalty: 117577.601562
Splitting cluster 27 changes total score from -100889224.000000 to -100899816.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 28 (4429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Entering Unmasked Estep 
Score: -591509.625000 Penalty: 2082.190430
	Iteration 0F: 2 clusters Score -591509.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -587315.937500 Penalty: 4164.380859
	Iteration 0F: 3 clusters Score -587315.9 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -588249.750000 Penalty: 4164.380859
	Iteration 1F: 3 clusters Score -588249.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -588446.687500 Penalty: 4164.380859
	Iteration 2F: 3 clusters Score -588446.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -588558.562500 Penalty: 4164.380859
	Iteration 3Q: 3 clusters Score -588558.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -588634.375000 Penalty: 4164.380859
	Iteration 4Q: 3 clusters Score -588634.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -588694.875000 Penalty: 4164.380859
	Iteration 5Q: 3 clusters Score -588694.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -588751.875000 Penalty: 4164.380859
	Iteration 6Q: 3 clusters Score -588751.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -588789.250000 Penalty: 4164.380859
	Iteration 7Q: 3 clusters Score -588789.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -588825.500000 Penalty: 4164.380859
	Iteration 8Q: 3 clusters Score -588825.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -588851.750000 Penalty: 4164.380859
	Iteration 9Q: 3 clusters Score -588851.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -588874.937500 Penalty: 4164.380859
	Iteration 10Q: 3 clusters Score -588874.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -588897.125000 Penalty: 4164.380859
	Iteration 11Q: 3 clusters Score -588897.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -588921.937500 Penalty: 4164.380859
	Iteration 12Q: 3 clusters Score -588921.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -588942.250000 Penalty: 4164.380859
	Iteration 13Q: 3 clusters Score -588942.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -588958.125000 Penalty: 4164.380859
	Iteration 14Q: 3 clusters Score -588958.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -588984.812500 Penalty: 4164.380859
	Iteration 15Q: 3 clusters Score -588984.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -589017.750000 Penalty: 4164.380859
	Iteration 16Q: 3 clusters Score -589017.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -589059.437500 Penalty: 4164.380859
	Iteration 17Q: 3 clusters Score -589059.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -589087.750000 Penalty: 4164.380859
	Iteration 18Q: 3 clusters Score -589087.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -589122.187500 Penalty: 4164.380859
	Iteration 19Q: 3 clusters Score -589122.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -589155.125000 Penalty: 4164.380859
	Iteration 20F: 3 clusters Score -589155.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -589190.312500 Penalty: 4164.380859
	Iteration 21Q: 3 clusters Score -589190.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -589226.625000 Penalty: 4164.380859
	Iteration 22Q: 3 clusters Score -589226.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -589258.250000 Penalty: 4164.380859
	Iteration 23Q: 3 clusters Score -589258.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -589295.187500 Penalty: 4164.380859
	Iteration 24Q: 3 clusters Score -589295.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -589338.250000 Penalty: 4164.380859
	Iteration 25Q: 3 clusters Score -589338.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -589389.687500 Penalty: 4164.380859
	Iteration 26Q: 3 clusters Score -589389.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -589430.250000 Penalty: 4164.380859
	Iteration 27Q: 3 clusters Score -589430.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -589468.375000 Penalty: 4164.380859
	Iteration 28Q: 3 clusters Score -589468.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -589510.812500 Penalty: 4164.380859
	Iteration 29Q: 3 clusters Score -589510.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -589544.750000 Penalty: 4164.380859
	Iteration 30Q: 3 clusters Score -589544.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -589569.062500 Penalty: 4164.380859
	Iteration 31Q: 3 clusters Score -589569.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -589588.937500 Penalty: 4164.380859
	Iteration 32Q: 3 clusters Score -589588.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -589606.875000 Penalty: 4164.380859
	Iteration 33Q: 3 clusters Score -589606.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -589617.937500 Penalty: 4164.380859
	Iteration 34Q: 3 clusters Score -589617.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -589629.375000 Penalty: 4164.380859
	Iteration 35Q: 3 clusters Score -589629.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -589634.187500 Penalty: 4164.380859
	Iteration 36Q: 3 clusters Score -589634.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -589638.500000 Penalty: 4164.380859
	Iteration 37Q: 3 clusters Score -589638.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -589640.562500 Penalty: 4164.380859
	Iteration 38Q: 3 clusters Score -589640.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -589643.000000 Penalty: 4164.380859
	Iteration 39Q: 3 clusters Score -589643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -589647.187500 Penalty: 4164.380859
	Iteration 40F: 3 clusters Score -589647.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -589656.750000 Penalty: 4164.380859
	Iteration 41Q: 3 clusters Score -589656.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -589665.437500 Penalty: 4164.380859
	Iteration 42Q: 3 clusters Score -589665.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -589674.562500 Penalty: 4164.380859
	Iteration 43Q: 3 clusters Score -589674.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -589683.437500 Penalty: 4164.380859
	Iteration 44Q: 3 clusters Score -589683.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -589688.875000 Penalty: 4164.380859
	Iteration 45Q: 3 clusters Score -589688.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -589692.000000 Penalty: 4164.380859
	Iteration 46Q: 3 clusters Score -589692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -589694.375000 Penalty: 4164.380859
	Iteration 47Q: 3 clusters Score -589694.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -589697.187500 Penalty: 4164.380859
	Iteration 48Q: 3 clusters Score -589697.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -589699.500000 Penalty: 4164.380859
	Iteration 49Q: 3 clusters Score -589699.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -589701.437500 Penalty: 4164.380859
	Iteration 50Q: 3 clusters Score -589701.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -589707.062500 Penalty: 4164.380859
	Iteration 51Q: 3 clusters Score -589707.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -589712.000000 Penalty: 4164.380859
	Iteration 52Q: 3 clusters Score -589712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -589713.375000 Penalty: 4164.380859
	Iteration 53Q: 3 clusters Score -589713.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -589717.500000 Penalty: 4164.380859
	Iteration 54Q: 3 clusters Score -589717.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -589723.062500 Penalty: 4164.380859
	Iteration 55Q: 3 clusters Score -589723.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -589726.937500 Penalty: 4164.380859
	Iteration 56Q: 3 clusters Score -589726.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -589731.312500 Penalty: 4164.380859
	Iteration 57Q: 3 clusters Score -589731.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -589734.687500 Penalty: 4164.380859
	Iteration 58Q: 3 clusters Score -589734.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -589736.937500 Penalty: 4164.380859
	Iteration 59Q: 3 clusters Score -589736.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -589741.250000 Penalty: 4164.380859
	Iteration 60F: 3 clusters Score -589741.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -589743.500000 Penalty: 4164.380859
	Iteration 61Q: 3 clusters Score -589743.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -589744.250000 Penalty: 4164.380859
	Iteration 62Q: 3 clusters Score -589744.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -589746.062500 Penalty: 4164.380859
	Iteration 63Q: 3 clusters Score -589746.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -589746.125000 Penalty: 4164.380859
	Iteration 64Q: 3 clusters Score -589746.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -589746.125000 Penalty: 4164.380859
	Iteration 65F: 3 clusters Score -589746.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 13085 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 19199 members 
Mstep: Class 6 contains 39423 members 
Mstep: Class 7 contains 91294 members 
Mstep: Class 8 contains 4806 members 
Mstep: Class 9 contains 13101 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 166659 members 
Mstep: Class 12 contains 856 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 6373 members 
Mstep: Class 15 contains 1578 members 
Mstep: Class 16 contains 63782 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 37839 members 
Mstep: Class 19 contains 157880 members 
Mstep: Class 20 contains 16726 members 
Mstep: Class 21 contains 3381 members 
Mstep: Class 22 contains 11109 members 
Mstep: Class 23 contains 4572 members 
Mstep: Class 24 contains 186 members 
Mstep: Class 25 contains 25922 members 
Mstep: Class 26 contains 8332 members 
Mstep: Class 27 contains 383 members 
Mstep: Class 28 contains 4429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902896.000000 Penalty: 117577.601562
Iteration 79Q: 36 clusters Score -1.009029e+08 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 13121 members 
Mstep: Class 3 contains 8025 members 
Mstep: Class 4 contains 2330 members 
Mstep: Class 5 contains 19227 members 
Mstep: Class 6 contains 38888 members 
Mstep: Class 7 contains 91393 members 
Mstep: Class 8 contains 4805 members 
Mstep: Class 9 contains 13121 members 
Mstep: Class 10 contains 2112 members 
Mstep: Class 11 contains 167296 members 
Mstep: Class 12 contains 855 members 
Mstep: Class 13 contains 2254 members 
Mstep: Class 14 contains 6335 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 63782 members 
Mstep: Class 17 contains 13453 members 
Mstep: Class 18 contains 38083 members 
Mstep: Class 19 contains 158073 members 
Mstep: Class 20 contains 16870 members 
Mstep: Class 21 contains 3431 members 
Mstep: Class 22 contains 11326 members 
Mstep: Class 23 contains 4575 members 
Mstep: Class 24 contains 185 members 
Mstep: Class 25 contains 25887 members 
Mstep: Class 26 contains 8319 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4428 members 
Mstep: Class 29 contains 13960 members 
Mstep: Class 30 contains 1328 members 
Mstep: Class 31 contains 3876 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 10537 members 
Mstep: Class 34 contains 436 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906672.000000 Penalty: 117577.601562
Iteration 80F: 36 clusters Score -1.009067e+08 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 13165 members 
Mstep: Class 3 contains 8008 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 19205 members 
Mstep: Class 6 contains 38537 members 
Mstep: Class 7 contains 90877 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 12871 members 
Mstep: Class 10 contains 2116 members 
Mstep: Class 11 contains 166944 members 
Mstep: Class 12 contains 858 members 
Mstep: Class 13 contains 2338 members 
Mstep: Class 14 contains 6307 members 
Mstep: Class 15 contains 1569 members 
Mstep: Class 16 contains 63755 members 
Mstep: Class 17 contains 13059 members 
Mstep: Class 18 contains 37153 members 
Mstep: Class 19 contains 157963 members 
Mstep: Class 20 contains 16806 members 
Mstep: Class 21 contains 3434 members 
Mstep: Class 22 contains 11275 members 
Mstep: Class 23 contains 4579 members 
Mstep: Class 24 contains 184 members 
Mstep: Class 25 contains 25870 members 
Mstep: Class 26 contains 8316 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4426 members 
Mstep: Class 29 contains 16008 members 
Mstep: Class 30 contains 1325 members 
Mstep: Class 31 contains 4559 members 
Mstep: Class 32 contains 1607 members 
Mstep: Class 33 contains 10640 members 
Mstep: Class 34 contains 440 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100909296.000000 Penalty: 117577.601562
Iteration 81Q: 36 clusters Score -1.009093e+08 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 13202 members 
Mstep: Class 3 contains 7994 members 
Mstep: Class 4 contains 2272 members 
Mstep: Class 5 contains 19191 members 
Mstep: Class 6 contains 38359 members 
Mstep: Class 7 contains 90526 members 
Mstep: Class 8 contains 4789 members 
Mstep: Class 9 contains 12702 members 
Mstep: Class 10 contains 2118 members 
Mstep: Class 11 contains 166678 members 
Mstep: Class 12 contains 861 members 
Mstep: Class 13 contains 2402 members 
Mstep: Class 14 contains 6300 members 
Mstep: Class 15 contains 1573 members 
Mstep: Class 16 contains 63774 members 
Mstep: Class 17 contains 12810 members 
Mstep: Class 18 contains 36523 members 
Mstep: Class 19 contains 157915 members 
Mstep: Class 20 contains 16774 members 
Mstep: Class 21 contains 3442 members 
Mstep: Class 22 contains 11233 members 
Mstep: Class 23 contains 4583 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 25889 members 
Mstep: Class 26 contains 8313 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4430 members 
Mstep: Class 29 contains 17304 members 
Mstep: Class 30 contains 1321 members 
Mstep: Class 31 contains 4960 members 
Mstep: Class 32 contains 1725 members 
Mstep: Class 33 contains 10678 members 
Mstep: Class 34 contains 442 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100909968.000000 Penalty: 117577.601562
Iteration 82Q: 36 clusters Score -1.0091e+08 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 13241 members 
Mstep: Class 3 contains 7974 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 19186 members 
Mstep: Class 6 contains 38266 members 
Mstep: Class 7 contains 90243 members 
Mstep: Class 8 contains 4804 members 
Mstep: Class 9 contains 12579 members 
Mstep: Class 10 contains 2120 members 
Mstep: Class 11 contains 166476 members 
Mstep: Class 12 contains 861 members 
Mstep: Class 13 contains 2444 members 
Mstep: Class 14 contains 6299 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 63789 members 
Mstep: Class 17 contains 12664 members 
Mstep: Class 18 contains 36086 members 
Mstep: Class 19 contains 157905 members 
Mstep: Class 20 contains 16773 members 
Mstep: Class 21 contains 3446 members 
Mstep: Class 22 contains 11181 members 
Mstep: Class 23 contains 4588 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 25902 members 
Mstep: Class 26 contains 8309 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4435 members 
Mstep: Class 29 contains 18183 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5220 members 
Mstep: Class 32 contains 1802 members 
Mstep: Class 33 contains 10707 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910192.000000 Penalty: 117577.601562
Iteration 83Q: 36 clusters Score -1.009102e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 13281 members 
Mstep: Class 3 contains 7957 members 
Mstep: Class 4 contains 2253 members 
Mstep: Class 5 contains 19173 members 
Mstep: Class 6 contains 38213 members 
Mstep: Class 7 contains 90033 members 
Mstep: Class 8 contains 4816 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 2122 members 
Mstep: Class 11 contains 166324 members 
Mstep: Class 12 contains 861 members 
Mstep: Class 13 contains 2493 members 
Mstep: Class 14 contains 6302 members 
Mstep: Class 15 contains 1583 members 
Mstep: Class 16 contains 63801 members 
Mstep: Class 17 contains 12590 members 
Mstep: Class 18 contains 35730 members 
Mstep: Class 19 contains 157901 members 
Mstep: Class 20 contains 16775 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 11135 members 
Mstep: Class 23 contains 4590 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 25920 members 
Mstep: Class 26 contains 8309 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4435 members 
Mstep: Class 29 contains 18794 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5380 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 10727 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910576.000000 Penalty: 117577.601562
Iteration 84Q: 36 clusters Score -1.009106e+08 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13303 members 
Mstep: Class 3 contains 7946 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 19161 members 
Mstep: Class 6 contains 38185 members 
Mstep: Class 7 contains 89852 members 
Mstep: Class 8 contains 4830 members 
Mstep: Class 9 contains 12456 members 
Mstep: Class 10 contains 2122 members 
Mstep: Class 11 contains 166210 members 
Mstep: Class 12 contains 861 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 6304 members 
Mstep: Class 15 contains 1589 members 
Mstep: Class 16 contains 63801 members 
Mstep: Class 17 contains 12527 members 
Mstep: Class 18 contains 35400 members 
Mstep: Class 19 contains 157911 members 
Mstep: Class 20 contains 16806 members 
Mstep: Class 21 contains 3447 members 
Mstep: Class 22 contains 11103 members 
Mstep: Class 23 contains 4594 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 25937 members 
Mstep: Class 26 contains 8314 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4445 members 
Mstep: Class 29 contains 19275 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 1923 members 
Mstep: Class 33 contains 10734 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911136.000000 Penalty: 117577.601562
Iteration 85Q: 36 clusters Score -1.009111e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 13324 members 
Mstep: Class 3 contains 7940 members 
Mstep: Class 4 contains 2244 members 
Mstep: Class 5 contains 19150 members 
Mstep: Class 6 contains 38163 members 
Mstep: Class 7 contains 89733 members 
Mstep: Class 8 contains 4838 members 
Mstep: Class 9 contains 12429 members 
Mstep: Class 10 contains 2122 members 
Mstep: Class 11 contains 166122 members 
Mstep: Class 12 contains 861 members 
Mstep: Class 13 contains 2549 members 
Mstep: Class 14 contains 6304 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 63797 members 
Mstep: Class 17 contains 12493 members 
Mstep: Class 18 contains 35120 members 
Mstep: Class 19 contains 157932 members 
Mstep: Class 20 contains 16840 members 
Mstep: Class 21 contains 3447 members 
Mstep: Class 22 contains 11074 members 
Mstep: Class 23 contains 4594 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 25960 members 
Mstep: Class 26 contains 8312 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4456 members 
Mstep: Class 29 contains 19608 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5606 members 
Mstep: Class 32 contains 1972 members 
Mstep: Class 33 contains 10734 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911328.000000 Penalty: 117577.601562
Iteration 86Q: 36 clusters Score -1.009113e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 13336 members 
Mstep: Class 3 contains 7928 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 19134 members 
Mstep: Class 6 contains 38149 members 
Mstep: Class 7 contains 89643 members 
Mstep: Class 8 contains 4849 members 
Mstep: Class 9 contains 12425 members 
Mstep: Class 10 contains 2121 members 
Mstep: Class 11 contains 166072 members 
Mstep: Class 12 contains 861 members 
Mstep: Class 13 contains 2564 members 
Mstep: Class 14 contains 6302 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 63804 members 
Mstep: Class 17 contains 12463 members 
Mstep: Class 18 contains 34877 members 
Mstep: Class 19 contains 157920 members 
Mstep: Class 20 contains 16904 members 
Mstep: Class 21 contains 3447 members 
Mstep: Class 22 contains 11031 members 
Mstep: Class 23 contains 4592 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 25980 members 
Mstep: Class 26 contains 8309 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4475 members 
Mstep: Class 29 contains 19875 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5668 members 
Mstep: Class 32 contains 2016 members 
Mstep: Class 33 contains 10737 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911744.000000 Penalty: 117577.601562
Iteration 87Q: 36 clusters Score -1.009117e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 13338 members 
Mstep: Class 3 contains 7913 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 19117 members 
Mstep: Class 6 contains 38147 members 
Mstep: Class 7 contains 89568 members 
Mstep: Class 8 contains 4864 members 
Mstep: Class 9 contains 12416 members 
Mstep: Class 10 contains 2121 members 
Mstep: Class 11 contains 166039 members 
Mstep: Class 12 contains 861 members 
Mstep: Class 13 contains 2580 members 
Mstep: Class 14 contains 6298 members 
Mstep: Class 15 contains 1601 members 
Mstep: Class 16 contains 63815 members 
Mstep: Class 17 contains 12447 members 
Mstep: Class 18 contains 34643 members 
Mstep: Class 19 contains 157922 members 
Mstep: Class 20 contains 16987 members 
Mstep: Class 21 contains 3448 members 
Mstep: Class 22 contains 10978 members 
Mstep: Class 23 contains 4596 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 25990 members 
Mstep: Class 26 contains 8301 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4477 members 
Mstep: Class 29 contains 20100 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5716 members 
Mstep: Class 32 contains 2054 members 
Mstep: Class 33 contains 10741 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911600.000000 Penalty: 117577.601562
Iteration 88Q: 36 clusters Score -1.009116e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 13341 members 
Mstep: Class 3 contains 7901 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 19100 members 
Mstep: Class 6 contains 38149 members 
Mstep: Class 7 contains 89513 members 
Mstep: Class 8 contains 4876 members 
Mstep: Class 9 contains 12407 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 165990 members 
Mstep: Class 12 contains 861 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 6289 members 
Mstep: Class 15 contains 1599 members 
Mstep: Class 16 contains 63821 members 
Mstep: Class 17 contains 12437 members 
Mstep: Class 18 contains 34423 members 
Mstep: Class 19 contains 157932 members 
Mstep: Class 20 contains 17054 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10934 members 
Mstep: Class 23 contains 4597 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26005 members 
Mstep: Class 26 contains 8296 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4496 members 
Mstep: Class 29 contains 20291 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5759 members 
Mstep: Class 32 contains 2104 members 
Mstep: Class 33 contains 10743 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911776.000000 Penalty: 117577.601562
Iteration 89Q: 36 clusters Score -1.009118e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 13345 members 
Mstep: Class 3 contains 7887 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 19089 members 
Mstep: Class 6 contains 38141 members 
Mstep: Class 7 contains 89474 members 
Mstep: Class 8 contains 4886 members 
Mstep: Class 9 contains 12396 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165979 members 
Mstep: Class 12 contains 861 members 
Mstep: Class 13 contains 2600 members 
Mstep: Class 14 contains 6282 members 
Mstep: Class 15 contains 1600 members 
Mstep: Class 16 contains 63823 members 
Mstep: Class 17 contains 12425 members 
Mstep: Class 18 contains 34275 members 
Mstep: Class 19 contains 157937 members 
Mstep: Class 20 contains 17101 members 
Mstep: Class 21 contains 3451 members 
Mstep: Class 22 contains 10889 members 
Mstep: Class 23 contains 4596 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26010 members 
Mstep: Class 26 contains 8296 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4509 members 
Mstep: Class 29 contains 20433 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5781 members 
Mstep: Class 32 contains 2148 members 
Mstep: Class 33 contains 10747 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911704.000000 Penalty: 117577.601562
Iteration 90Q: 36 clusters Score -1.009117e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 13347 members 
Mstep: Class 3 contains 7879 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 19077 members 
Mstep: Class 6 contains 38139 members 
Mstep: Class 7 contains 89454 members 
Mstep: Class 8 contains 4893 members 
Mstep: Class 9 contains 12383 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165965 members 
Mstep: Class 12 contains 861 members 
Mstep: Class 13 contains 2608 members 
Mstep: Class 14 contains 6274 members 
Mstep: Class 15 contains 1602 members 
Mstep: Class 16 contains 63825 members 
Mstep: Class 17 contains 12412 members 
Mstep: Class 18 contains 34141 members 
Mstep: Class 19 contains 157949 members 
Mstep: Class 20 contains 17148 members 
Mstep: Class 21 contains 3451 members 
Mstep: Class 22 contains 10857 members 
Mstep: Class 23 contains 4594 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26019 members 
Mstep: Class 26 contains 8298 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4515 members 
Mstep: Class 29 contains 20546 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5799 members 
Mstep: Class 32 contains 2186 members 
Mstep: Class 33 contains 10748 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911888.000000 Penalty: 117577.601562
Iteration 91Q: 36 clusters Score -1.009119e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 13356 members 
Mstep: Class 3 contains 7874 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 19061 members 
Mstep: Class 6 contains 38136 members 
Mstep: Class 7 contains 89428 members 
Mstep: Class 8 contains 4904 members 
Mstep: Class 9 contains 12367 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165946 members 
Mstep: Class 12 contains 861 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 6266 members 
Mstep: Class 15 contains 1603 members 
Mstep: Class 16 contains 63831 members 
Mstep: Class 17 contains 12395 members 
Mstep: Class 18 contains 34006 members 
Mstep: Class 19 contains 157955 members 
Mstep: Class 20 contains 17209 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10831 members 
Mstep: Class 23 contains 4592 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26028 members 
Mstep: Class 26 contains 8299 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4525 members 
Mstep: Class 29 contains 20648 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5818 members 
Mstep: Class 32 contains 2216 members 
Mstep: Class 33 contains 10752 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100912072.000000 Penalty: 117577.601562
Iteration 92Q: 36 clusters Score -1.009121e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 13360 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 19058 members 
Mstep: Class 6 contains 38136 members 
Mstep: Class 7 contains 89407 members 
Mstep: Class 8 contains 4914 members 
Mstep: Class 9 contains 12358 members 
Mstep: Class 10 contains 2126 members 
Mstep: Class 11 contains 165927 members 
Mstep: Class 12 contains 861 members 
Mstep: Class 13 contains 2624 members 
Mstep: Class 14 contains 6257 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 63828 members 
Mstep: Class 17 contains 12379 members 
Mstep: Class 18 contains 33906 members 
Mstep: Class 19 contains 157960 members 
Mstep: Class 20 contains 17260 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10798 members 
Mstep: Class 23 contains 4595 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26036 members 
Mstep: Class 26 contains 8297 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4532 members 
Mstep: Class 29 contains 20729 members 
Mstep: Class 30 contains 1318 members 
Mstep: Class 31 contains 5830 members 
Mstep: Class 32 contains 2249 members 
Mstep: Class 33 contains 10754 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100912288.000000 Penalty: 117577.601562
Iteration 93Q: 36 clusters Score -1.009123e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 13358 members 
Mstep: Class 3 contains 7856 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 19044 members 
Mstep: Class 6 contains 38139 members 
Mstep: Class 7 contains 89387 members 
Mstep: Class 8 contains 4923 members 
Mstep: Class 9 contains 12367 members 
Mstep: Class 10 contains 2126 members 
Mstep: Class 11 contains 165917 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2631 members 
Mstep: Class 14 contains 6250 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 63826 members 
Mstep: Class 17 contains 12376 members 
Mstep: Class 18 contains 33778 members 
Mstep: Class 19 contains 157971 members 
Mstep: Class 20 contains 17329 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10772 members 
Mstep: Class 23 contains 4598 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26040 members 
Mstep: Class 26 contains 8295 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4535 members 
Mstep: Class 29 contains 20796 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5841 members 
Mstep: Class 32 contains 2270 members 
Mstep: Class 33 contains 10754 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100912264.000000 Penalty: 117577.601562
Iteration 94Q: 36 clusters Score -1.009123e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 13372 members 
Mstep: Class 3 contains 7856 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 19032 members 
Mstep: Class 6 contains 38139 members 
Mstep: Class 7 contains 89360 members 
Mstep: Class 8 contains 4930 members 
Mstep: Class 9 contains 12379 members 
Mstep: Class 10 contains 2126 members 
Mstep: Class 11 contains 165909 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 6241 members 
Mstep: Class 15 contains 1611 members 
Mstep: Class 16 contains 63820 members 
Mstep: Class 17 contains 12373 members 
Mstep: Class 18 contains 33651 members 
Mstep: Class 19 contains 157983 members 
Mstep: Class 20 contains 17384 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10739 members 
Mstep: Class 23 contains 4597 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26049 members 
Mstep: Class 26 contains 8294 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4541 members 
Mstep: Class 29 contains 20866 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5854 members 
Mstep: Class 32 contains 2290 members 
Mstep: Class 33 contains 10755 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100912288.000000 Penalty: 117577.601562
Iteration 95Q: 36 clusters Score -1.009123e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 13372 members 
Mstep: Class 3 contains 7853 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 19023 members 
Mstep: Class 6 contains 38138 members 
Mstep: Class 7 contains 89346 members 
Mstep: Class 8 contains 4934 members 
Mstep: Class 9 contains 12387 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 165906 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 6231 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 63818 members 
Mstep: Class 17 contains 12371 members 
Mstep: Class 18 contains 33549 members 
Mstep: Class 19 contains 157992 members 
Mstep: Class 20 contains 17458 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10695 members 
Mstep: Class 23 contains 4599 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26054 members 
Mstep: Class 26 contains 8293 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4542 members 
Mstep: Class 29 contains 20918 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5862 members 
Mstep: Class 32 contains 2305 members 
Mstep: Class 33 contains 10758 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100912264.000000 Penalty: 117577.601562
Iteration 96Q: 36 clusters Score -1.009123e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 13370 members 
Mstep: Class 3 contains 7851 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 19012 members 
Mstep: Class 6 contains 38140 members 
Mstep: Class 7 contains 89331 members 
Mstep: Class 8 contains 4939 members 
Mstep: Class 9 contains 12400 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 165910 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 6224 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 63818 members 
Mstep: Class 17 contains 12369 members 
Mstep: Class 18 contains 33460 members 
Mstep: Class 19 contains 157995 members 
Mstep: Class 20 contains 17506 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10666 members 
Mstep: Class 23 contains 4605 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26059 members 
Mstep: Class 26 contains 8295 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4543 members 
Mstep: Class 29 contains 20962 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5867 members 
Mstep: Class 32 contains 2320 members 
Mstep: Class 33 contains 10761 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100912336.000000 Penalty: 117577.601562
Iteration 97Q: 36 clusters Score -1.009123e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 13370 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 19006 members 
Mstep: Class 6 contains 38140 members 
Mstep: Class 7 contains 89312 members 
Mstep: Class 8 contains 4942 members 
Mstep: Class 9 contains 12421 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 165912 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2650 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 1613 members 
Mstep: Class 16 contains 63822 members 
Mstep: Class 17 contains 12364 members 
Mstep: Class 18 contains 33372 members 
Mstep: Class 19 contains 158003 members 
Mstep: Class 20 contains 17560 members 
Mstep: Class 21 contains 3448 members 
Mstep: Class 22 contains 10642 members 
Mstep: Class 23 contains 4605 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26061 members 
Mstep: Class 26 contains 8296 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4543 members 
Mstep: Class 29 contains 21006 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5866 members 
Mstep: Class 32 contains 2329 members 
Mstep: Class 33 contains 10762 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100912184.000000 Penalty: 117577.601562
Iteration 98Q: 36 clusters Score -1.009122e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 13375 members 
Mstep: Class 3 contains 7844 members 
Mstep: Class 4 contains 2226 members 
Mstep: Class 5 contains 19002 members 
Mstep: Class 6 contains 38145 members 
Mstep: Class 7 contains 89298 members 
Mstep: Class 8 contains 4952 members 
Mstep: Class 9 contains 12431 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 165911 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 6219 members 
Mstep: Class 15 contains 1613 members 
Mstep: Class 16 contains 63821 members 
Mstep: Class 17 contains 12359 members 
Mstep: Class 18 contains 33284 members 
Mstep: Class 19 contains 158008 members 
Mstep: Class 20 contains 17603 members 
Mstep: Class 21 contains 3448 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 4604 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26064 members 
Mstep: Class 26 contains 8293 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4556 members 
Mstep: Class 29 contains 21034 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5870 members 
Mstep: Class 32 contains 2340 members 
Mstep: Class 33 contains 10763 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100912304.000000 Penalty: 117577.601562
Iteration 99Q: 36 clusters Score -1.009123e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 13381 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 18994 members 
Mstep: Class 6 contains 38140 members 
Mstep: Class 7 contains 89291 members 
Mstep: Class 8 contains 4956 members 
Mstep: Class 9 contains 12433 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 165915 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2659 members 
Mstep: Class 14 contains 6214 members 
Mstep: Class 15 contains 1613 members 
Mstep: Class 16 contains 63818 members 
Mstep: Class 17 contains 12357 members 
Mstep: Class 18 contains 33189 members 
Mstep: Class 19 contains 158021 members 
Mstep: Class 20 contains 17664 members 
Mstep: Class 21 contains 3448 members 
Mstep: Class 22 contains 10595 members 
Mstep: Class 23 contains 4605 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26066 members 
Mstep: Class 26 contains 8291 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4564 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5874 members 
Mstep: Class 32 contains 2348 members 
Mstep: Class 33 contains 10764 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100912400.000000 Penalty: 117577.601562
Iteration 100F: 36 clusters Score -1.009124e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13384 members 
Mstep: Class 3 contains 7832 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 18996 members 
Mstep: Class 6 contains 38136 members 
Mstep: Class 7 contains 89280 members 
Mstep: Class 8 contains 4957 members 
Mstep: Class 9 contains 12397 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 165922 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 6210 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 63817 members 
Mstep: Class 17 contains 12357 members 
Mstep: Class 18 contains 33099 members 
Mstep: Class 19 contains 158020 members 
Mstep: Class 20 contains 17718 members 
Mstep: Class 21 contains 3448 members 
Mstep: Class 22 contains 10579 members 
Mstep: Class 23 contains 4604 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26066 members 
Mstep: Class 26 contains 8291 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4566 members 
Mstep: Class 29 contains 21098 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5884 members 
Mstep: Class 32 contains 2404 members 
Mstep: Class 33 contains 10765 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100912640.000000 Penalty: 117577.601562
Iteration 101Q: 36 clusters Score -1.009126e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13387 members 
Mstep: Class 3 contains 7829 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 18998 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 89277 members 
Mstep: Class 8 contains 4956 members 
Mstep: Class 9 contains 12368 members 
Mstep: Class 10 contains 2126 members 
Mstep: Class 11 contains 165916 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 6206 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 63803 members 
Mstep: Class 17 contains 12356 members 
Mstep: Class 18 contains 33004 members 
Mstep: Class 19 contains 158023 members 
Mstep: Class 20 contains 17767 members 
Mstep: Class 21 contains 3448 members 
Mstep: Class 22 contains 10577 members 
Mstep: Class 23 contains 4603 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26072 members 
Mstep: Class 26 contains 8289 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 21120 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5891 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 10765 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100912632.000000 Penalty: 117577.601562
Iteration 102Q: 36 clusters Score -1.009126e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 13387 members 
Mstep: Class 3 contains 7825 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 19000 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 89270 members 
Mstep: Class 8 contains 4956 members 
Mstep: Class 9 contains 12340 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 165914 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2671 members 
Mstep: Class 14 contains 6208 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 63795 members 
Mstep: Class 17 contains 12355 members 
Mstep: Class 18 contains 32916 members 
Mstep: Class 19 contains 158023 members 
Mstep: Class 20 contains 17820 members 
Mstep: Class 21 contains 3448 members 
Mstep: Class 22 contains 10567 members 
Mstep: Class 23 contains 4598 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26079 members 
Mstep: Class 26 contains 8292 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4579 members 
Mstep: Class 29 contains 21140 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5890 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 10765 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100912664.000000 Penalty: 117577.601562
Iteration 103Q: 36 clusters Score -1.009127e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 13386 members 
Mstep: Class 3 contains 7822 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 19012 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 89263 members 
Mstep: Class 8 contains 4959 members 
Mstep: Class 9 contains 12312 members 
Mstep: Class 10 contains 2126 members 
Mstep: Class 11 contains 165910 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 14 contains 6207 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 63785 members 
Mstep: Class 17 contains 12352 members 
Mstep: Class 18 contains 32836 members 
Mstep: Class 19 contains 158027 members 
Mstep: Class 20 contains 17858 members 
Mstep: Class 21 contains 3448 members 
Mstep: Class 22 contains 10550 members 
Mstep: Class 23 contains 4598 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26083 members 
Mstep: Class 26 contains 8291 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4577 members 
Mstep: Class 29 contains 21166 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5901 members 
Mstep: Class 32 contains 2578 members 
Mstep: Class 33 contains 10765 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100912896.000000 Penalty: 117577.601562
Iteration 104Q: 36 clusters Score -1.009129e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 13388 members 
Mstep: Class 3 contains 7820 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 19019 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 89242 members 
Mstep: Class 8 contains 4958 members 
Mstep: Class 9 contains 12290 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165908 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2678 members 
Mstep: Class 14 contains 6206 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 63778 members 
Mstep: Class 17 contains 12352 members 
Mstep: Class 18 contains 32755 members 
Mstep: Class 19 contains 158040 members 
Mstep: Class 20 contains 17901 members 
Mstep: Class 21 contains 3448 members 
Mstep: Class 22 contains 10540 members 
Mstep: Class 23 contains 4591 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26090 members 
Mstep: Class 26 contains 8293 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4578 members 
Mstep: Class 29 contains 21193 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5904 members 
Mstep: Class 32 contains 2626 members 
Mstep: Class 33 contains 10765 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100912864.000000 Penalty: 117577.601562
Iteration 105Q: 36 clusters Score -1.009129e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 13387 members 
Mstep: Class 3 contains 7819 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 19019 members 
Mstep: Class 6 contains 38128 members 
Mstep: Class 7 contains 89230 members 
Mstep: Class 8 contains 4962 members 
Mstep: Class 9 contains 12256 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165906 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2681 members 
Mstep: Class 14 contains 6205 members 
Mstep: Class 15 contains 1621 members 
Mstep: Class 16 contains 63773 members 
Mstep: Class 17 contains 12351 members 
Mstep: Class 18 contains 32680 members 
Mstep: Class 19 contains 158040 members 
Mstep: Class 20 contains 17945 members 
Mstep: Class 21 contains 3448 members 
Mstep: Class 22 contains 10527 members 
Mstep: Class 23 contains 4588 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26104 members 
Mstep: Class 26 contains 8293 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4580 members 
Mstep: Class 29 contains 21216 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5904 members 
Mstep: Class 32 contains 2683 members 
Mstep: Class 33 contains 10766 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100912864.000000 Penalty: 117577.601562
Iteration 106Q: 36 clusters Score -1.009129e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 13395 members 
Mstep: Class 3 contains 7817 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 19023 members 
Mstep: Class 6 contains 38124 members 
Mstep: Class 7 contains 89222 members 
Mstep: Class 8 contains 4959 members 
Mstep: Class 9 contains 12227 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165900 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 6202 members 
Mstep: Class 15 contains 1621 members 
Mstep: Class 16 contains 63770 members 
Mstep: Class 17 contains 12353 members 
Mstep: Class 18 contains 32600 members 
Mstep: Class 19 contains 158048 members 
Mstep: Class 20 contains 18000 members 
Mstep: Class 21 contains 3448 members 
Mstep: Class 22 contains 10516 members 
Mstep: Class 23 contains 4587 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26109 members 
Mstep: Class 26 contains 8294 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4582 members 
Mstep: Class 29 contains 21238 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5907 members 
Mstep: Class 32 contains 2719 members 
Mstep: Class 33 contains 10767 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913008.000000 Penalty: 117577.601562
Iteration 107Q: 36 clusters Score -1.00913e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13395 members 
Mstep: Class 3 contains 7812 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 19033 members 
Mstep: Class 6 contains 38127 members 
Mstep: Class 7 contains 89203 members 
Mstep: Class 8 contains 4960 members 
Mstep: Class 9 contains 12208 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165897 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 6201 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 63767 members 
Mstep: Class 17 contains 12352 members 
Mstep: Class 18 contains 32524 members 
Mstep: Class 19 contains 158049 members 
Mstep: Class 20 contains 18034 members 
Mstep: Class 21 contains 3448 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 4588 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26116 members 
Mstep: Class 26 contains 8294 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4586 members 
Mstep: Class 29 contains 21261 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5908 members 
Mstep: Class 32 contains 2761 members 
Mstep: Class 33 contains 10767 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100912968.000000 Penalty: 117577.601562
Iteration 108Q: 36 clusters Score -1.00913e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 13395 members 
Mstep: Class 3 contains 7810 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 19035 members 
Mstep: Class 6 contains 38128 members 
Mstep: Class 7 contains 89193 members 
Mstep: Class 8 contains 4962 members 
Mstep: Class 9 contains 12190 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165895 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 6198 members 
Mstep: Class 15 contains 1621 members 
Mstep: Class 16 contains 63767 members 
Mstep: Class 17 contains 12350 members 
Mstep: Class 18 contains 32474 members 
Mstep: Class 19 contains 158047 members 
Mstep: Class 20 contains 18060 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10500 members 
Mstep: Class 23 contains 4585 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26119 members 
Mstep: Class 26 contains 8297 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4589 members 
Mstep: Class 29 contains 21281 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5912 members 
Mstep: Class 32 contains 2793 members 
Mstep: Class 33 contains 10768 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913056.000000 Penalty: 117577.601562
Iteration 109Q: 36 clusters Score -1.009131e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 13397 members 
Mstep: Class 3 contains 7807 members 
Mstep: Class 4 contains 2221 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 38125 members 
Mstep: Class 7 contains 89188 members 
Mstep: Class 8 contains 4962 members 
Mstep: Class 9 contains 12198 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165890 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 6196 members 
Mstep: Class 15 contains 1622 members 
Mstep: Class 16 contains 63762 members 
Mstep: Class 17 contains 12350 members 
Mstep: Class 18 contains 32416 members 
Mstep: Class 19 contains 158056 members 
Mstep: Class 20 contains 18089 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10493 members 
Mstep: Class 23 contains 4581 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26124 members 
Mstep: Class 26 contains 8289 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4598 members 
Mstep: Class 29 contains 21294 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 2817 members 
Mstep: Class 33 contains 10769 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913048.000000 Penalty: 117577.601562
Iteration 110Q: 36 clusters Score -1.00913e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 13398 members 
Mstep: Class 3 contains 7807 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 38124 members 
Mstep: Class 7 contains 89170 members 
Mstep: Class 8 contains 4967 members 
Mstep: Class 9 contains 12217 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165882 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 6196 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 63758 members 
Mstep: Class 17 contains 12348 members 
Mstep: Class 18 contains 32378 members 
Mstep: Class 19 contains 158059 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10483 members 
Mstep: Class 23 contains 4575 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26125 members 
Mstep: Class 26 contains 8281 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4604 members 
Mstep: Class 29 contains 21311 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5907 members 
Mstep: Class 32 contains 2834 members 
Mstep: Class 33 contains 10770 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913080.000000 Penalty: 117577.601562
Iteration 111Q: 36 clusters Score -1.009131e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 13399 members 
Mstep: Class 3 contains 7804 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 38125 members 
Mstep: Class 7 contains 89169 members 
Mstep: Class 8 contains 4969 members 
Mstep: Class 9 contains 12221 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165876 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 6195 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 63765 members 
Mstep: Class 17 contains 12346 members 
Mstep: Class 18 contains 32342 members 
Mstep: Class 19 contains 158062 members 
Mstep: Class 20 contains 18134 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10478 members 
Mstep: Class 23 contains 4572 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26128 members 
Mstep: Class 26 contains 8269 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4608 members 
Mstep: Class 29 contains 21319 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5906 members 
Mstep: Class 32 contains 2847 members 
Mstep: Class 33 contains 10773 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913184.000000 Penalty: 117577.601562
Iteration 112Q: 36 clusters Score -1.009132e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13399 members 
Mstep: Class 3 contains 7802 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 19044 members 
Mstep: Class 6 contains 38125 members 
Mstep: Class 7 contains 89164 members 
Mstep: Class 8 contains 4968 members 
Mstep: Class 9 contains 12222 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165872 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 6195 members 
Mstep: Class 15 contains 1621 members 
Mstep: Class 16 contains 63764 members 
Mstep: Class 17 contains 12346 members 
Mstep: Class 18 contains 32318 members 
Mstep: Class 19 contains 158061 members 
Mstep: Class 20 contains 18147 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10474 members 
Mstep: Class 23 contains 4574 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26130 members 
Mstep: Class 26 contains 8265 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4607 members 
Mstep: Class 29 contains 21333 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 2859 members 
Mstep: Class 33 contains 10773 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913088.000000 Penalty: 117577.601562
Iteration 113Q: 36 clusters Score -1.009131e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 13401 members 
Mstep: Class 3 contains 7802 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 19043 members 
Mstep: Class 6 contains 38125 members 
Mstep: Class 7 contains 89162 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12223 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165868 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2704 members 
Mstep: Class 14 contains 6196 members 
Mstep: Class 15 contains 1622 members 
Mstep: Class 16 contains 63757 members 
Mstep: Class 17 contains 12345 members 
Mstep: Class 18 contains 32292 members 
Mstep: Class 19 contains 158053 members 
Mstep: Class 20 contains 18161 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10469 members 
Mstep: Class 23 contains 4576 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26135 members 
Mstep: Class 26 contains 8256 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4611 members 
Mstep: Class 29 contains 21341 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5906 members 
Mstep: Class 32 contains 2873 members 
Mstep: Class 33 contains 10772 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100912984.000000 Penalty: 117577.601562
Iteration 114Q: 36 clusters Score -1.00913e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 13402 members 
Mstep: Class 3 contains 7798 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 19045 members 
Mstep: Class 6 contains 38125 members 
Mstep: Class 7 contains 89163 members 
Mstep: Class 8 contains 4969 members 
Mstep: Class 9 contains 12213 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165869 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2706 members 
Mstep: Class 14 contains 6196 members 
Mstep: Class 15 contains 1622 members 
Mstep: Class 16 contains 63756 members 
Mstep: Class 17 contains 12347 members 
Mstep: Class 18 contains 32270 members 
Mstep: Class 19 contains 158047 members 
Mstep: Class 20 contains 18176 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10461 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26141 members 
Mstep: Class 26 contains 8254 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4613 members 
Mstep: Class 29 contains 21347 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5906 members 
Mstep: Class 32 contains 2885 members 
Mstep: Class 33 contains 10772 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913056.000000 Penalty: 117577.601562
Iteration 115Q: 36 clusters Score -1.009131e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 13402 members 
Mstep: Class 3 contains 7798 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 19047 members 
Mstep: Class 6 contains 38125 members 
Mstep: Class 7 contains 89165 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 12212 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165866 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2708 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 1622 members 
Mstep: Class 16 contains 63759 members 
Mstep: Class 17 contains 12347 members 
Mstep: Class 18 contains 32235 members 
Mstep: Class 19 contains 158053 members 
Mstep: Class 20 contains 18189 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10451 members 
Mstep: Class 23 contains 4581 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26146 members 
Mstep: Class 26 contains 8253 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4613 members 
Mstep: Class 29 contains 21351 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5909 members 
Mstep: Class 32 contains 2892 members 
Mstep: Class 33 contains 10774 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913088.000000 Penalty: 117577.601562
Iteration 116Q: 36 clusters Score -1.009131e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 13401 members 
Mstep: Class 3 contains 7798 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 19051 members 
Mstep: Class 6 contains 38122 members 
Mstep: Class 7 contains 89163 members 
Mstep: Class 8 contains 4975 members 
Mstep: Class 9 contains 12220 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165863 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2710 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 1622 members 
Mstep: Class 16 contains 63763 members 
Mstep: Class 17 contains 12347 members 
Mstep: Class 18 contains 32205 members 
Mstep: Class 19 contains 158056 members 
Mstep: Class 20 contains 18198 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10437 members 
Mstep: Class 23 contains 4579 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26151 members 
Mstep: Class 26 contains 8246 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4618 members 
Mstep: Class 29 contains 21357 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5911 members 
Mstep: Class 32 contains 2906 members 
Mstep: Class 33 contains 10776 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913016.000000 Penalty: 117577.601562
Iteration 117Q: 36 clusters Score -1.00913e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 13401 members 
Mstep: Class 3 contains 7798 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 19053 members 
Mstep: Class 6 contains 38122 members 
Mstep: Class 7 contains 89162 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 12224 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165871 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2710 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 1624 members 
Mstep: Class 16 contains 63769 members 
Mstep: Class 17 contains 12347 members 
Mstep: Class 18 contains 32174 members 
Mstep: Class 19 contains 158059 members 
Mstep: Class 20 contains 18207 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10426 members 
Mstep: Class 23 contains 4577 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26151 members 
Mstep: Class 26 contains 8240 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4622 members 
Mstep: Class 29 contains 21362 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5912 members 
Mstep: Class 32 contains 2915 members 
Mstep: Class 33 contains 10779 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913144.000000 Penalty: 117577.601562
Iteration 118Q: 36 clusters Score -1.009131e+08 nChanged 110
Entering ConstructFrom: 
Score: -100913144.000000 Penalty: 117577.601562
Entering ConstructFrom: 
Trying to split cluster 1 (11806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Entering Unmasked Estep 
Score: -1601532.875000 Penalty: 2325.337891
	Iteration 0F: 2 clusters Score -1601533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1592704.000000 Penalty: 4650.675781
	Iteration 0F: 3 clusters Score -1592704 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1595467.000000 Penalty: 4650.675781
	Iteration 1F: 3 clusters Score -1595467 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1595914.500000 Penalty: 4650.675781
	Iteration 2F: 3 clusters Score -1595914 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1596391.625000 Penalty: 4650.675781
	Iteration 3F: 3 clusters Score -1596392 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1596959.875000 Penalty: 4650.675781
	Iteration 4F: 3 clusters Score -1596960 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1597618.750000 Penalty: 4650.675781
	Iteration 5F: 3 clusters Score -1597619 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1598176.875000 Penalty: 4650.675781
	Iteration 6F: 3 clusters Score -1598177 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1598656.000000 Penalty: 4650.675781
	Iteration 7F: 3 clusters Score -1598656 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1598997.375000 Penalty: 4650.675781
	Iteration 8Q: 3 clusters Score -1598997 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1599174.125000 Penalty: 4650.675781
	Iteration 9Q: 3 clusters Score -1599174 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1599272.250000 Penalty: 4650.675781
	Iteration 10Q: 3 clusters Score -1599272 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1599343.375000 Penalty: 4650.675781
	Iteration 11Q: 3 clusters Score -1599343 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1599381.250000 Penalty: 4650.675781
	Iteration 12Q: 3 clusters Score -1599381 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1599410.000000 Penalty: 4650.675781
	Iteration 13Q: 3 clusters Score -1599410 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1599428.875000 Penalty: 4650.675781
	Iteration 14Q: 3 clusters Score -1599429 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1599442.875000 Penalty: 4650.675781
	Iteration 15Q: 3 clusters Score -1599443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1599450.625000 Penalty: 4650.675781
	Iteration 16Q: 3 clusters Score -1599451 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1599460.500000 Penalty: 4650.675781
	Iteration 17Q: 3 clusters Score -1599460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1599471.375000 Penalty: 4650.675781
	Iteration 18Q: 3 clusters Score -1599471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1599473.875000 Penalty: 4650.675781
	Iteration 19Q: 3 clusters Score -1599474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1599479.875000 Penalty: 4650.675781
	Iteration 20F: 3 clusters Score -1599480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1599479.875000 Penalty: 4650.675781
	Iteration 21Q: 3 clusters Score -1599480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1599480.000000 Penalty: 4650.675781
	Iteration 22Q: 3 clusters Score -1599480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1599481.750000 Penalty: 4650.675781
	Iteration 23Q: 3 clusters Score -1599482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1599487.625000 Penalty: 4650.675781
	Iteration 24Q: 3 clusters Score -1599488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1599482.625000 Penalty: 4650.675781
	Iteration 25Q: 3 clusters Score -1599483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1599484.875000 Penalty: 4650.675781
	Iteration 26Q: 3 clusters Score -1599485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1599487.875000 Penalty: 4650.675781
	Iteration 27Q: 3 clusters Score -1599488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1599488.375000 Penalty: 4650.675781
	Iteration 28Q: 3 clusters Score -1599488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1599486.875000 Penalty: 4650.675781
	Iteration 29Q: 3 clusters Score -1599487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1599488.625000 Penalty: 4650.675781
	Iteration 30Q: 3 clusters Score -1599489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1599489.125000 Penalty: 4650.675781
	Iteration 31Q: 3 clusters Score -1599489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1599489.250000 Penalty: 4650.675781
	Iteration 32Q: 3 clusters Score -1599489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1599489.250000 Penalty: 4650.675781
	Iteration 33Q: 3 clusters Score -1599489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1599489.750000 Penalty: 4650.675781
	Iteration 34Q: 3 clusters Score -1599490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1599488.875000 Penalty: 4650.675781
	Iteration 35Q: 3 clusters Score -1599489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1599496.750000 Penalty: 4650.675781
	Iteration 36Q: 3 clusters Score -1599497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1599495.625000 Penalty: 4650.675781
	Iteration 37Q: 3 clusters Score -1599496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1599494.250000 Penalty: 4650.675781
	Iteration 38Q: 3 clusters Score -1599494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1599495.375000 Penalty: 4650.675781
	Iteration 39Q: 3 clusters Score -1599495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1599496.500000 Penalty: 4650.675781
	Iteration 40F: 3 clusters Score -1599496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1599494.250000 Penalty: 4650.675781
	Iteration 41Q: 3 clusters Score -1599494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1599496.375000 Penalty: 4650.675781
	Iteration 42Q: 3 clusters Score -1599496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1599497.750000 Penalty: 4650.675781
	Iteration 43Q: 3 clusters Score -1599498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1599499.625000 Penalty: 4650.675781
	Iteration 44Q: 3 clusters Score -1599500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1599499.125000 Penalty: 4650.675781
	Iteration 45Q: 3 clusters Score -1599499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1599497.000000 Penalty: 4650.675781
	Iteration 46Q: 3 clusters Score -1599497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1599497.000000 Penalty: 4650.675781
	Iteration 47F: 3 clusters Score -1599497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Entering Unmasked Estep 
Score: -1801881.375000 Penalty: 2356.802002
	Iteration 0F: 2 clusters Score -1801881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1792002.250000 Penalty: 4713.604004
	Iteration 0F: 3 clusters Score -1792002 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1795137.000000 Penalty: 4713.604004
	Iteration 1F: 3 clusters Score -1795137 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1795576.500000 Penalty: 4713.604004
	Iteration 2F: 3 clusters Score -1795576 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1795962.125000 Penalty: 4713.604004
	Iteration 3F: 3 clusters Score -1795962 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1796365.250000 Penalty: 4713.604004
	Iteration 4F: 3 clusters Score -1796365 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1796842.125000 Penalty: 4713.604004
	Iteration 5F: 3 clusters Score -1796842 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1797393.125000 Penalty: 4713.604004
	Iteration 6F: 3 clusters Score -1797393 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1797993.750000 Penalty: 4713.604004
	Iteration 7F: 3 clusters Score -1797994 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1798611.000000 Penalty: 4713.604004
	Iteration 8F: 3 clusters Score -1798611 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1799172.125000 Penalty: 4713.604004
	Iteration 9Q: 3 clusters Score -1799172 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1799626.125000 Penalty: 4713.604004
	Iteration 10Q: 3 clusters Score -1799626 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1799933.000000 Penalty: 4713.604004
	Iteration 11Q: 3 clusters Score -1799933 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1800159.625000 Penalty: 4713.604004
	Iteration 12Q: 3 clusters Score -1800160 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1800323.000000 Penalty: 4713.604004
	Iteration 13Q: 3 clusters Score -1800323 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1800418.375000 Penalty: 4713.604004
	Iteration 14Q: 3 clusters Score -1800418 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1800487.000000 Penalty: 4713.604004
	Iteration 15Q: 3 clusters Score -1800487 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1800528.375000 Penalty: 4713.604004
	Iteration 16Q: 3 clusters Score -1800528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1800559.000000 Penalty: 4713.604004
	Iteration 17Q: 3 clusters Score -1800559 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1800576.375000 Penalty: 4713.604004
	Iteration 18Q: 3 clusters Score -1800576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1800589.000000 Penalty: 4713.604004
	Iteration 19Q: 3 clusters Score -1800589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1800595.250000 Penalty: 4713.604004
	Iteration 20F: 3 clusters Score -1800595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1800601.500000 Penalty: 4713.604004
	Iteration 21Q: 3 clusters Score -1800602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1800606.500000 Penalty: 4713.604004
	Iteration 22Q: 3 clusters Score -1800606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1800608.375000 Penalty: 4713.604004
	Iteration 23Q: 3 clusters Score -1800608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1800612.250000 Penalty: 4713.604004
	Iteration 24Q: 3 clusters Score -1800612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1800614.125000 Penalty: 4713.604004
	Iteration 25Q: 3 clusters Score -1800614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1800614.125000 Penalty: 4713.604004
	Iteration 26F: 3 clusters Score -1800614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Entering Unmasked Estep 
Score: -1040675.187500 Penalty: 2222.450684
	Iteration 0F: 2 clusters Score -1040675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1034397.500000 Penalty: 4444.901367
	Iteration 0F: 3 clusters Score -1034398 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1036133.562500 Penalty: 4444.901367
	Iteration 1F: 3 clusters Score -1036134 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1036432.062500 Penalty: 4444.901367
	Iteration 2F: 3 clusters Score -1036432 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1036616.687500 Penalty: 4444.901367
	Iteration 3F: 3 clusters Score -1036617 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1036742.250000 Penalty: 4444.901367
	Iteration 4Q: 3 clusters Score -1036742 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1036829.875000 Penalty: 4444.901367
	Iteration 5Q: 3 clusters Score -1036830 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1036901.062500 Penalty: 4444.901367
	Iteration 6Q: 3 clusters Score -1036901 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1036953.375000 Penalty: 4444.901367
	Iteration 7Q: 3 clusters Score -1036953 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1037015.437500 Penalty: 4444.901367
	Iteration 8Q: 3 clusters Score -1037015 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1037061.125000 Penalty: 4444.901367
	Iteration 9Q: 3 clusters Score -1037061 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1037111.625000 Penalty: 4444.901367
	Iteration 10Q: 3 clusters Score -1037112 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1037150.812500 Penalty: 4444.901367
	Iteration 11Q: 3 clusters Score -1037151 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1037187.062500 Penalty: 4444.901367
	Iteration 12Q: 3 clusters Score -1037187 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1037220.937500 Penalty: 4444.901367
	Iteration 13Q: 3 clusters Score -1037221 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1037258.125000 Penalty: 4444.901367
	Iteration 14Q: 3 clusters Score -1037258 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1037288.562500 Penalty: 4444.901367
	Iteration 15Q: 3 clusters Score -1037289 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1037319.750000 Penalty: 4444.901367
	Iteration 16Q: 3 clusters Score -1037320 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1037352.625000 Penalty: 4444.901367
	Iteration 17Q: 3 clusters Score -1037353 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1037387.062500 Penalty: 4444.901367
	Iteration 18Q: 3 clusters Score -1037387 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1037431.562500 Penalty: 4444.901367
	Iteration 19Q: 3 clusters Score -1037432 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1037471.750000 Penalty: 4444.901367
	Iteration 20F: 3 clusters Score -1037472 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1037519.750000 Penalty: 4444.901367
	Iteration 21Q: 3 clusters Score -1037520 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1037575.187500 Penalty: 4444.901367
	Iteration 22Q: 3 clusters Score -1037575 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1037630.812500 Penalty: 4444.901367
	Iteration 23Q: 3 clusters Score -1037631 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1037691.875000 Penalty: 4444.901367
	Iteration 24Q: 3 clusters Score -1037692 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1037757.625000 Penalty: 4444.901367
	Iteration 25Q: 3 clusters Score -1037758 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1037818.562500 Penalty: 4444.901367
	Iteration 26Q: 3 clusters Score -1037819 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1037874.937500 Penalty: 4444.901367
	Iteration 27Q: 3 clusters Score -1037875 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1037923.750000 Penalty: 4444.901367
	Iteration 28Q: 3 clusters Score -1037924 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1037972.187500 Penalty: 4444.901367
	Iteration 29Q: 3 clusters Score -1037972 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1038014.562500 Penalty: 4444.901367
	Iteration 30Q: 3 clusters Score -1038015 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1038052.000000 Penalty: 4444.901367
	Iteration 31Q: 3 clusters Score -1038052 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1038088.437500 Penalty: 4444.901367
	Iteration 32Q: 3 clusters Score -1038088 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1038133.687500 Penalty: 4444.901367
	Iteration 33Q: 3 clusters Score -1038134 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1038190.375000 Penalty: 4444.901367
	Iteration 34Q: 3 clusters Score -1038190 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1038240.125000 Penalty: 4444.901367
	Iteration 35Q: 3 clusters Score -1038240 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1038294.250000 Penalty: 4444.901367
	Iteration 36Q: 3 clusters Score -1038294 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1038345.937500 Penalty: 4444.901367
	Iteration 37Q: 3 clusters Score -1038346 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1038389.000000 Penalty: 4444.901367
	Iteration 38Q: 3 clusters Score -1038389 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1038426.062500 Penalty: 4444.901367
	Iteration 39Q: 3 clusters Score -1038426 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1038457.875000 Penalty: 4444.901367
	Iteration 40F: 3 clusters Score -1038458 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1038494.187500 Penalty: 4444.901367
	Iteration 41Q: 3 clusters Score -1038494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1038522.437500 Penalty: 4444.901367
	Iteration 42Q: 3 clusters Score -1038522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1038549.000000 Penalty: 4444.901367
	Iteration 43Q: 3 clusters Score -1038549 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1038577.937500 Penalty: 4444.901367
	Iteration 44Q: 3 clusters Score -1038578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1038598.812500 Penalty: 4444.901367
	Iteration 45Q: 3 clusters Score -1038599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1038615.062500 Penalty: 4444.901367
	Iteration 46Q: 3 clusters Score -1038615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1038626.500000 Penalty: 4444.901367
	Iteration 47Q: 3 clusters Score -1038626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1038637.812500 Penalty: 4444.901367
	Iteration 48Q: 3 clusters Score -1038638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1038651.250000 Penalty: 4444.901367
	Iteration 49Q: 3 clusters Score -1038651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1038660.625000 Penalty: 4444.901367
	Iteration 50Q: 3 clusters Score -1038661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1038677.000000 Penalty: 4444.901367
	Iteration 51Q: 3 clusters Score -1038677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1038689.562500 Penalty: 4444.901367
	Iteration 52Q: 3 clusters Score -1038690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1038701.687500 Penalty: 4444.901367
	Iteration 53Q: 3 clusters Score -1038702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1038712.500000 Penalty: 4444.901367
	Iteration 54Q: 3 clusters Score -1038712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1038714.250000 Penalty: 4444.901367
	Iteration 55Q: 3 clusters Score -1038714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1038719.937500 Penalty: 4444.901367
	Iteration 56Q: 3 clusters Score -1038720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1038722.687500 Penalty: 4444.901367
	Iteration 57Q: 3 clusters Score -1038723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1038727.187500 Penalty: 4444.901367
	Iteration 58Q: 3 clusters Score -1038727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1038730.937500 Penalty: 4444.901367
	Iteration 59Q: 3 clusters Score -1038731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1038734.625000 Penalty: 4444.901367
	Iteration 60F: 3 clusters Score -1038735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1038742.625000 Penalty: 4444.901367
	Iteration 61Q: 3 clusters Score -1038743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1038746.437500 Penalty: 4444.901367
	Iteration 62Q: 3 clusters Score -1038746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1038748.062500 Penalty: 4444.901367
	Iteration 63Q: 3 clusters Score -1038748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1038751.000000 Penalty: 4444.901367
	Iteration 64Q: 3 clusters Score -1038751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1038752.312500 Penalty: 4444.901367
	Iteration 65Q: 3 clusters Score -1038752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1038754.687500 Penalty: 4444.901367
	Iteration 66Q: 3 clusters Score -1038755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1038761.750000 Penalty: 4444.901367
	Iteration 67Q: 3 clusters Score -1038762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1038765.062500 Penalty: 4444.901367
	Iteration 68Q: 3 clusters Score -1038765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1038765.250000 Penalty: 4444.901367
	Iteration 69Q: 3 clusters Score -1038765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1038765.250000 Penalty: 4444.901367
	Iteration 70F: 3 clusters Score -1038765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Entering Unmasked Estep 
Score: -284557.406250 Penalty: 1910.681519
	Iteration 0F: 2 clusters Score -284557.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -281784.031250 Penalty: 3821.363037
	Iteration 0F: 3 clusters Score -281784 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -282390.500000 Penalty: 3821.363037
	Iteration 1F: 3 clusters Score -282390.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -282606.812500 Penalty: 3821.363037
	Iteration 2F: 3 clusters Score -282606.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -282752.531250 Penalty: 3821.363037
	Iteration 3F: 3 clusters Score -282752.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -282867.593750 Penalty: 3821.363037
	Iteration 4F: 3 clusters Score -282867.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -282964.250000 Penalty: 3821.363037
	Iteration 5Q: 3 clusters Score -282964.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -283036.218750 Penalty: 3821.363037
	Iteration 6Q: 3 clusters Score -283036.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -283114.781250 Penalty: 3821.363037
	Iteration 7Q: 3 clusters Score -283114.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -283190.437500 Penalty: 3821.363037
	Iteration 8Q: 3 clusters Score -283190.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -283291.937500 Penalty: 3821.363037
	Iteration 9Q: 3 clusters Score -283291.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -283388.531250 Penalty: 3821.363037
	Iteration 10Q: 3 clusters Score -283388.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -283464.843750 Penalty: 3821.363037
	Iteration 11Q: 3 clusters Score -283464.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -283502.093750 Penalty: 3821.363037
	Iteration 12Q: 3 clusters Score -283502.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -283527.093750 Penalty: 3821.363037
	Iteration 13Q: 3 clusters Score -283527.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -283544.000000 Penalty: 3821.363037
	Iteration 14Q: 3 clusters Score -283544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -283562.843750 Penalty: 3821.363037
	Iteration 15Q: 3 clusters Score -283562.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -283569.531250 Penalty: 3821.363037
	Iteration 16Q: 3 clusters Score -283569.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -283575.156250 Penalty: 3821.363037
	Iteration 17Q: 3 clusters Score -283575.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -283580.375000 Penalty: 3821.363037
	Iteration 18Q: 3 clusters Score -283580.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -283582.781250 Penalty: 3821.363037
	Iteration 19Q: 3 clusters Score -283582.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -283598.375000 Penalty: 3821.363037
	Iteration 20F: 3 clusters Score -283598.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -283640.812500 Penalty: 3821.363037
	Iteration 21Q: 3 clusters Score -283640.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -283678.656250 Penalty: 3821.363037
	Iteration 22Q: 3 clusters Score -283678.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -283709.937500 Penalty: 3821.363037
	Iteration 23Q: 3 clusters Score -283709.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -283735.250000 Penalty: 3821.363037
	Iteration 24Q: 3 clusters Score -283735.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -283752.156250 Penalty: 3821.363037
	Iteration 25Q: 3 clusters Score -283752.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -283758.406250 Penalty: 3821.363037
	Iteration 26Q: 3 clusters Score -283758.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -283760.062500 Penalty: 3821.363037
	Iteration 27Q: 3 clusters Score -283760.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -283761.468750 Penalty: 3821.363037
	Iteration 28Q: 3 clusters Score -283761.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -283762.000000 Penalty: 3821.363037
	Iteration 29Q: 3 clusters Score -283762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -283762.656250 Penalty: 3821.363037
	Iteration 30Q: 3 clusters Score -283762.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -283763.062500 Penalty: 3821.363037
	Iteration 31Q: 3 clusters Score -283763.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -283763.062500 Penalty: 3821.363037
	Iteration 32F: 3 clusters Score -283763.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Entering Unmasked Estep 
Score: -2584603.250000 Penalty: 2444.034912
	Iteration 0F: 2 clusters Score -2584603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2571157.750000 Penalty: 4888.069824
	Iteration 0F: 3 clusters Score -2571158 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2576176.500000 Penalty: 4888.069824
	Iteration 1F: 3 clusters Score -2576176 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2577071.250000 Penalty: 4888.069824
	Iteration 2F: 3 clusters Score -2577071 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2577890.250000 Penalty: 4888.069824
	Iteration 3F: 3 clusters Score -2577890 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2578661.750000 Penalty: 4888.069824
	Iteration 4F: 3 clusters Score -2578662 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2579441.250000 Penalty: 4888.069824
	Iteration 5F: 3 clusters Score -2579441 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2580163.500000 Penalty: 4888.069824
	Iteration 6F: 3 clusters Score -2580164 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2580744.250000 Penalty: 4888.069824
	Iteration 7F: 3 clusters Score -2580744 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2581229.500000 Penalty: 4888.069824
	Iteration 8Q: 3 clusters Score -2581230 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2581606.500000 Penalty: 4888.069824
	Iteration 9Q: 3 clusters Score -2581606 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2581947.250000 Penalty: 4888.069824
	Iteration 10Q: 3 clusters Score -2581947 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2582335.250000 Penalty: 4888.069824
	Iteration 11Q: 3 clusters Score -2582335 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2582778.000000 Penalty: 4888.069824
	Iteration 12Q: 3 clusters Score -2582778 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2583160.500000 Penalty: 4888.069824
	Iteration 13Q: 3 clusters Score -2583160 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2583457.500000 Penalty: 4888.069824
	Iteration 14Q: 3 clusters Score -2583458 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2583662.000000 Penalty: 4888.069824
	Iteration 15Q: 3 clusters Score -2583662 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2583810.500000 Penalty: 4888.069824
	Iteration 16Q: 3 clusters Score -2583810 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2583893.000000 Penalty: 4888.069824
	Iteration 17Q: 3 clusters Score -2583893 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2583954.500000 Penalty: 4888.069824
	Iteration 18Q: 3 clusters Score -2583954 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2584000.000000 Penalty: 4888.069824
	Iteration 19Q: 3 clusters Score -2584000 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2584023.750000 Penalty: 4888.069824
	Iteration 20F: 3 clusters Score -2584024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2584033.250000 Penalty: 4888.069824
	Iteration 21Q: 3 clusters Score -2584033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2584046.750000 Penalty: 4888.069824
	Iteration 22Q: 3 clusters Score -2584047 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2584051.750000 Penalty: 4888.069824
	Iteration 23Q: 3 clusters Score -2584052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2584051.000000 Penalty: 4888.069824
	Iteration 24Q: 3 clusters Score -2584051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2584049.250000 Penalty: 4888.069824
	Iteration 25Q: 3 clusters Score -2584049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2584055.250000 Penalty: 4888.069824
	Iteration 26Q: 3 clusters Score -2584055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2584054.250000 Penalty: 4888.069824
	Iteration 27Q: 3 clusters Score -2584054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2584053.000000 Penalty: 4888.069824
	Iteration 28Q: 3 clusters Score -2584053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2584053.000000 Penalty: 4888.069824
	Iteration 29F: 3 clusters Score -2584053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Entering Unmasked Estep 
Score: -5295885.000000 Penalty: 2616.033203
	Iteration 0F: 2 clusters Score -5295885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -5270067.500000 Penalty: 5232.066406
	Iteration 0F: 3 clusters Score -5270068 nChanged 17334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -5279746.500000 Penalty: 5232.066406
	Iteration 1F: 3 clusters Score -5279746 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -5280286.000000 Penalty: 5232.066406
	Iteration 2Q: 3 clusters Score -5280286 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -5280841.000000 Penalty: 5232.066406
	Iteration 3Q: 3 clusters Score -5280841 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -5281315.000000 Penalty: 5232.066406
	Iteration 4Q: 3 clusters Score -5281315 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -5281795.500000 Penalty: 5232.066406
	Iteration 5Q: 3 clusters Score -5281796 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -5282241.000000 Penalty: 5232.066406
	Iteration 6Q: 3 clusters Score -5282241 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -5282690.000000 Penalty: 5232.066406
	Iteration 7Q: 3 clusters Score -5282690 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -5283201.500000 Penalty: 5232.066406
	Iteration 8Q: 3 clusters Score -5283202 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -5283727.000000 Penalty: 5232.066406
	Iteration 9Q: 3 clusters Score -5283727 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -5284340.500000 Penalty: 5232.066406
	Iteration 10Q: 3 clusters Score -5284340 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -5285063.500000 Penalty: 5232.066406
	Iteration 11Q: 3 clusters Score -5285064 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -5285837.500000 Penalty: 5232.066406
	Iteration 12Q: 3 clusters Score -5285838 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -5286615.500000 Penalty: 5232.066406
	Iteration 13Q: 3 clusters Score -5286616 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -5287270.000000 Penalty: 5232.066406
	Iteration 14Q: 3 clusters Score -5287270 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -5287678.500000 Penalty: 5232.066406
	Iteration 15Q: 3 clusters Score -5287678 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -5287946.000000 Penalty: 5232.066406
	Iteration 16Q: 3 clusters Score -5287946 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -5288089.000000 Penalty: 5232.066406
	Iteration 17Q: 3 clusters Score -5288089 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -5288189.000000 Penalty: 5232.066406
	Iteration 18Q: 3 clusters Score -5288189 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -5288299.000000 Penalty: 5232.066406
	Iteration 19Q: 3 clusters Score -5288299 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -5288400.500000 Penalty: 5232.066406
	Iteration 20F: 3 clusters Score -5288400 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -5288525.500000 Penalty: 5232.066406
	Iteration 21Q: 3 clusters Score -5288526 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -5288650.000000 Penalty: 5232.066406
	Iteration 22Q: 3 clusters Score -5288650 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -5288769.000000 Penalty: 5232.066406
	Iteration 23Q: 3 clusters Score -5288769 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -5288868.000000 Penalty: 5232.066406
	Iteration 24Q: 3 clusters Score -5288868 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -5288994.000000 Penalty: 5232.066406
	Iteration 25Q: 3 clusters Score -5288994 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -5289138.500000 Penalty: 5232.066406
	Iteration 26Q: 3 clusters Score -5289138 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -5289312.500000 Penalty: 5232.066406
	Iteration 27Q: 3 clusters Score -5289312 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -5289498.000000 Penalty: 5232.066406
	Iteration 28Q: 3 clusters Score -5289498 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -5289682.000000 Penalty: 5232.066406
	Iteration 29Q: 3 clusters Score -5289682 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -5289914.500000 Penalty: 5232.066406
	Iteration 30Q: 3 clusters Score -5289914 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -5290136.500000 Penalty: 5232.066406
	Iteration 31Q: 3 clusters Score -5290136 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -5290367.500000 Penalty: 5232.066406
	Iteration 32Q: 3 clusters Score -5290368 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -5290588.000000 Penalty: 5232.066406
	Iteration 33Q: 3 clusters Score -5290588 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -5290775.000000 Penalty: 5232.066406
	Iteration 34Q: 3 clusters Score -5290775 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -5291008.500000 Penalty: 5232.066406
	Iteration 35Q: 3 clusters Score -5291008 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -5291275.500000 Penalty: 5232.066406
	Iteration 36Q: 3 clusters Score -5291276 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -5291539.000000 Penalty: 5232.066406
	Iteration 37Q: 3 clusters Score -5291539 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -5291835.500000 Penalty: 5232.066406
	Iteration 38Q: 3 clusters Score -5291836 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -5292115.500000 Penalty: 5232.066406
	Iteration 39Q: 3 clusters Score -5292116 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -5292446.000000 Penalty: 5232.066406
	Iteration 40F: 3 clusters Score -5292446 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -5292731.500000 Penalty: 5232.066406
	Iteration 41Q: 3 clusters Score -5292732 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -5292978.500000 Penalty: 5232.066406
	Iteration 42Q: 3 clusters Score -5292978 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -5293189.500000 Penalty: 5232.066406
	Iteration 43Q: 3 clusters Score -5293190 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -5293348.500000 Penalty: 5232.066406
	Iteration 44Q: 3 clusters Score -5293348 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -5293450.000000 Penalty: 5232.066406
	Iteration 45Q: 3 clusters Score -5293450 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -5293561.000000 Penalty: 5232.066406
	Iteration 46Q: 3 clusters Score -5293561 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5293624.500000 Penalty: 5232.066406
	Iteration 47Q: 3 clusters Score -5293624 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5293650.500000 Penalty: 5232.066406
	Iteration 48Q: 3 clusters Score -5293650 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -5293694.500000 Penalty: 5232.066406
	Iteration 49Q: 3 clusters Score -5293694 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5293754.000000 Penalty: 5232.066406
	Iteration 50Q: 3 clusters Score -5293754 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5293764.500000 Penalty: 5232.066406
	Iteration 51Q: 3 clusters Score -5293764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5293786.500000 Penalty: 5232.066406
	Iteration 52Q: 3 clusters Score -5293786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5293810.000000 Penalty: 5232.066406
	Iteration 53Q: 3 clusters Score -5293810 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5293808.500000 Penalty: 5232.066406
	Iteration 54Q: 3 clusters Score -5293808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5293842.500000 Penalty: 5232.066406
	Iteration 55Q: 3 clusters Score -5293842 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5293854.000000 Penalty: 5232.066406
	Iteration 56Q: 3 clusters Score -5293854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5293861.500000 Penalty: 5232.066406
	Iteration 57Q: 3 clusters Score -5293862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5293855.000000 Penalty: 5232.066406
	Iteration 58Q: 3 clusters Score -5293855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5293858.500000 Penalty: 5232.066406
	Iteration 59Q: 3 clusters Score -5293858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5293857.500000 Penalty: 5232.066406
	Iteration 60F: 3 clusters Score -5293858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5293865.000000 Penalty: 5232.066406
	Iteration 61Q: 3 clusters Score -5293865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5293863.500000 Penalty: 5232.066406
	Iteration 62Q: 3 clusters Score -5293864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5293864.500000 Penalty: 5232.066406
	Iteration 63Q: 3 clusters Score -5293864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5293868.000000 Penalty: 5232.066406
	Iteration 64Q: 3 clusters Score -5293868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5293876.000000 Penalty: 5232.066406
	Iteration 65Q: 3 clusters Score -5293876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5293886.000000 Penalty: 5232.066406
	Iteration 66Q: 3 clusters Score -5293886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5293881.500000 Penalty: 5232.066406
	Iteration 67Q: 3 clusters Score -5293882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5293886.000000 Penalty: 5232.066406
	Iteration 68Q: 3 clusters Score -5293886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5293882.500000 Penalty: 5232.066406
	Iteration 69Q: 3 clusters Score -5293882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5293886.500000 Penalty: 5232.066406
	Iteration 70Q: 3 clusters Score -5293886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5293888.500000 Penalty: 5232.066406
	Iteration 71Q: 3 clusters Score -5293888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5293888.500000 Penalty: 5232.066406
	Iteration 72F: 3 clusters Score -5293888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (89166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89166 members 
Entering Unmasked Estep 
Score: -12142687.000000 Penalty: 2826.767334
	Iteration 0F: 2 clusters Score -1.214269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -12083227.000000 Penalty: 5653.534668
	Iteration 0F: 3 clusters Score -1.208323e+07 nChanged 42105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -12106808.000000 Penalty: 5653.534668
	Iteration 1F: 3 clusters Score -1.210681e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -12107889.000000 Penalty: 5653.534668
	Iteration 2Q: 3 clusters Score -1.210789e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -12109243.000000 Penalty: 5653.534668
	Iteration 3Q: 3 clusters Score -1.210924e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -12111420.000000 Penalty: 5653.534668
	Iteration 4F: 3 clusters Score -1.211142e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -12115385.000000 Penalty: 5653.534668
	Iteration 5F: 3 clusters Score -1.211538e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 67556 members 
Entering Unmasked Estep 
Score: -12120974.000000 Penalty: 5653.534668
	Iteration 6F: 3 clusters Score -1.212097e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 74823 members 
Entering Unmasked Estep 
Score: -12127643.000000 Penalty: 5653.534668
	Iteration 7F: 3 clusters Score -1.212764e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -12133188.000000 Penalty: 5653.534668
	Iteration 8F: 3 clusters Score -1.213319e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 84874 members 
Entering Unmasked Estep 
Score: -12136738.000000 Penalty: 5653.534668
	Iteration 9Q: 3 clusters Score -1.213674e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 86978 members 
Entering Unmasked Estep 
Score: -12138508.000000 Penalty: 5653.534668
	Iteration 10Q: 3 clusters Score -1.213851e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 87960 members 
Entering Unmasked Estep 
Score: -12139324.000000 Penalty: 5653.534668
	Iteration 11Q: 3 clusters Score -1.213932e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 88379 members 
Entering Unmasked Estep 
Score: -12139701.000000 Penalty: 5653.534668
	Iteration 12Q: 3 clusters Score -1.21397e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 88590 members 
Entering Unmasked Estep 
Score: -12139920.000000 Penalty: 5653.534668
	Iteration 13Q: 3 clusters Score -1.213992e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 88692 members 
Entering Unmasked Estep 
Score: -12140056.000000 Penalty: 5653.534668
	Iteration 14Q: 3 clusters Score -1.214006e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 88721 members 
Entering Unmasked Estep 
Score: -12140140.000000 Penalty: 5653.534668
	Iteration 15Q: 3 clusters Score -1.214014e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 88748 members 
Entering Unmasked Estep 
Score: -12140184.000000 Penalty: 5653.534668
	Iteration 16Q: 3 clusters Score -1.214018e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 88765 members 
Entering Unmasked Estep 
Score: -12140221.000000 Penalty: 5653.534668
	Iteration 17Q: 3 clusters Score -1.214022e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 88774 members 
Entering Unmasked Estep 
Score: -12140252.000000 Penalty: 5653.534668
	Iteration 18Q: 3 clusters Score -1.214025e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 88781 members 
Entering Unmasked Estep 
Score: -12140277.000000 Penalty: 5653.534668
	Iteration 19Q: 3 clusters Score -1.214028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 88781 members 
Entering Unmasked Estep 
Score: -12140291.000000 Penalty: 5653.534668
	Iteration 20F: 3 clusters Score -1.214029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 88783 members 
Entering Unmasked Estep 
Score: -12140291.000000 Penalty: 5653.534668
	Iteration 21Q: 3 clusters Score -1.214029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 88784 members 
Entering Unmasked Estep 
Score: -12140298.000000 Penalty: 5653.534668
	Iteration 22Q: 3 clusters Score -1.21403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 88785 members 
Entering Unmasked Estep 
Score: -12140298.000000 Penalty: 5653.534668
	Iteration 23Q: 3 clusters Score -1.21403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 88785 members 
Entering Unmasked Estep 
Score: -12140298.000000 Penalty: 5653.534668
	Iteration 24F: 3 clusters Score -1.21403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Entering Unmasked Estep 
Score: -603172.375000 Penalty: 2110.970947
	Iteration 0F: 2 clusters Score -603172.4 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 2530 members 
Entering Unmasked Estep 
Score: -598699.062500 Penalty: 4221.941895
	Iteration 0F: 3 clusters Score -598699.1 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -599818.187500 Penalty: 4221.941895
	Iteration 1F: 3 clusters Score -599818.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -600072.687500 Penalty: 4221.941895
	Iteration 2F: 3 clusters Score -600072.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -600239.687500 Penalty: 4221.941895
	Iteration 3F: 3 clusters Score -600239.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -600398.625000 Penalty: 4221.941895
	Iteration 4Q: 3 clusters Score -600398.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -600569.875000 Penalty: 4221.941895
	Iteration 5Q: 3 clusters Score -600569.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -600711.250000 Penalty: 4221.941895
	Iteration 6Q: 3 clusters Score -600711.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -600829.500000 Penalty: 4221.941895
	Iteration 7Q: 3 clusters Score -600829.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -600964.625000 Penalty: 4221.941895
	Iteration 8Q: 3 clusters Score -600964.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -601093.750000 Penalty: 4221.941895
	Iteration 9Q: 3 clusters Score -601093.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -601217.500000 Penalty: 4221.941895
	Iteration 10Q: 3 clusters Score -601217.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -601314.437500 Penalty: 4221.941895
	Iteration 11Q: 3 clusters Score -601314.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -601418.187500 Penalty: 4221.941895
	Iteration 12Q: 3 clusters Score -601418.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -601528.750000 Penalty: 4221.941895
	Iteration 13Q: 3 clusters Score -601528.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -601621.375000 Penalty: 4221.941895
	Iteration 14Q: 3 clusters Score -601621.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -601712.562500 Penalty: 4221.941895
	Iteration 15Q: 3 clusters Score -601712.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -601806.875000 Penalty: 4221.941895
	Iteration 16Q: 3 clusters Score -601806.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -601919.375000 Penalty: 4221.941895
	Iteration 17Q: 3 clusters Score -601919.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -602026.812500 Penalty: 4221.941895
	Iteration 18Q: 3 clusters Score -602026.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -602116.375000 Penalty: 4221.941895
	Iteration 19Q: 3 clusters Score -602116.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -602170.187500 Penalty: 4221.941895
	Iteration 20F: 3 clusters Score -602170.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -602216.062500 Penalty: 4221.941895
	Iteration 21Q: 3 clusters Score -602216.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -602258.562500 Penalty: 4221.941895
	Iteration 22Q: 3 clusters Score -602258.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -602289.187500 Penalty: 4221.941895
	Iteration 23Q: 3 clusters Score -602289.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -602312.875000 Penalty: 4221.941895
	Iteration 24Q: 3 clusters Score -602312.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -602330.000000 Penalty: 4221.941895
	Iteration 25Q: 3 clusters Score -602330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -602340.062500 Penalty: 4221.941895
	Iteration 26Q: 3 clusters Score -602340.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -602346.812500 Penalty: 4221.941895
	Iteration 27Q: 3 clusters Score -602346.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -602354.437500 Penalty: 4221.941895
	Iteration 28Q: 3 clusters Score -602354.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -602361.500000 Penalty: 4221.941895
	Iteration 29Q: 3 clusters Score -602361.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -602363.750000 Penalty: 4221.941895
	Iteration 30Q: 3 clusters Score -602363.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -602366.000000 Penalty: 4221.941895
	Iteration 31Q: 3 clusters Score -602366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -602370.687500 Penalty: 4221.941895
	Iteration 32Q: 3 clusters Score -602370.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -602373.375000 Penalty: 4221.941895
	Iteration 33Q: 3 clusters Score -602373.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -602373.187500 Penalty: 4221.941895
	Iteration 34Q: 3 clusters Score -602373.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -602373.312500 Penalty: 4221.941895
	Iteration 35Q: 3 clusters Score -602373.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -602374.125000 Penalty: 4221.941895
	Iteration 36Q: 3 clusters Score -602374.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -602374.125000 Penalty: 4221.941895
	Iteration 37F: 3 clusters Score -602374.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1555716.000000 Penalty: 2334.007324
	Iteration 0F: 2 clusters Score -1555716 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 6143 members 
Entering Unmasked Estep 
Score: -1546642.500000 Penalty: 4668.014648
	Iteration 0F: 3 clusters Score -1546642 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1549538.125000 Penalty: 4668.014648
	Iteration 1F: 3 clusters Score -1549538 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1550000.125000 Penalty: 4668.014648
	Iteration 2F: 3 clusters Score -1550000 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1550399.125000 Penalty: 4668.014648
	Iteration 3F: 3 clusters Score -1550399 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1550814.375000 Penalty: 4668.014648
	Iteration 4F: 3 clusters Score -1550814 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1551251.125000 Penalty: 4668.014648
	Iteration 5F: 3 clusters Score -1551251 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1551630.625000 Penalty: 4668.014648
	Iteration 6Q: 3 clusters Score -1551631 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1551981.625000 Penalty: 4668.014648
	Iteration 7Q: 3 clusters Score -1551982 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1552276.125000 Penalty: 4668.014648
	Iteration 8Q: 3 clusters Score -1552276 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1552513.500000 Penalty: 4668.014648
	Iteration 9Q: 3 clusters Score -1552514 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1552708.125000 Penalty: 4668.014648
	Iteration 10Q: 3 clusters Score -1552708 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1552873.750000 Penalty: 4668.014648
	Iteration 11Q: 3 clusters Score -1552874 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1553021.000000 Penalty: 4668.014648
	Iteration 12Q: 3 clusters Score -1553021 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1553138.875000 Penalty: 4668.014648
	Iteration 13Q: 3 clusters Score -1553139 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1553263.250000 Penalty: 4668.014648
	Iteration 14Q: 3 clusters Score -1553263 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1553376.250000 Penalty: 4668.014648
	Iteration 15Q: 3 clusters Score -1553376 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1553468.000000 Penalty: 4668.014648
	Iteration 16Q: 3 clusters Score -1553468 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1553537.750000 Penalty: 4668.014648
	Iteration 17Q: 3 clusters Score -1553538 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1553589.750000 Penalty: 4668.014648
	Iteration 18Q: 3 clusters Score -1553590 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1553627.250000 Penalty: 4668.014648
	Iteration 19Q: 3 clusters Score -1553627 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1553654.250000 Penalty: 4668.014648
	Iteration 20F: 3 clusters Score -1553654 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1553681.000000 Penalty: 4668.014648
	Iteration 21Q: 3 clusters Score -1553681 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1553710.500000 Penalty: 4668.014648
	Iteration 22Q: 3 clusters Score -1553710 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1553722.375000 Penalty: 4668.014648
	Iteration 23Q: 3 clusters Score -1553722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1553742.625000 Penalty: 4668.014648
	Iteration 24Q: 3 clusters Score -1553743 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1553758.125000 Penalty: 4668.014648
	Iteration 25Q: 3 clusters Score -1553758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1553780.125000 Penalty: 4668.014648
	Iteration 26Q: 3 clusters Score -1553780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1553794.500000 Penalty: 4668.014648
	Iteration 27Q: 3 clusters Score -1553794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1553810.625000 Penalty: 4668.014648
	Iteration 28Q: 3 clusters Score -1553811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1553816.375000 Penalty: 4668.014648
	Iteration 29Q: 3 clusters Score -1553816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1553825.875000 Penalty: 4668.014648
	Iteration 30Q: 3 clusters Score -1553826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1553831.875000 Penalty: 4668.014648
	Iteration 31Q: 3 clusters Score -1553832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1553840.625000 Penalty: 4668.014648
	Iteration 32Q: 3 clusters Score -1553841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1553846.500000 Penalty: 4668.014648
	Iteration 33Q: 3 clusters Score -1553846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1553861.750000 Penalty: 4668.014648
	Iteration 34Q: 3 clusters Score -1553862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1553867.375000 Penalty: 4668.014648
	Iteration 35Q: 3 clusters Score -1553867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1553877.250000 Penalty: 4668.014648
	Iteration 36Q: 3 clusters Score -1553877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1553888.000000 Penalty: 4668.014648
	Iteration 37Q: 3 clusters Score -1553888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1553891.375000 Penalty: 4668.014648
	Iteration 38Q: 3 clusters Score -1553891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1553897.750000 Penalty: 4668.014648
	Iteration 39Q: 3 clusters Score -1553898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1553903.125000 Penalty: 4668.014648
	Iteration 40F: 3 clusters Score -1553903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1553902.250000 Penalty: 4668.014648
	Iteration 41Q: 3 clusters Score -1553902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1553904.125000 Penalty: 4668.014648
	Iteration 42Q: 3 clusters Score -1553904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1553904.375000 Penalty: 4668.014648
	Iteration 43Q: 3 clusters Score -1553904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1553904.625000 Penalty: 4668.014648
	Iteration 44Q: 3 clusters Score -1553905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1553905.625000 Penalty: 4668.014648
	Iteration 45Q: 3 clusters Score -1553906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1553905.750000 Penalty: 4668.014648
	Iteration 46Q: 3 clusters Score -1553906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1553903.750000 Penalty: 4668.014648
	Iteration 47Q: 3 clusters Score -1553904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1553904.125000 Penalty: 4668.014648
	Iteration 48Q: 3 clusters Score -1553904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1553907.500000 Penalty: 4668.014648
	Iteration 49Q: 3 clusters Score -1553908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1553906.750000 Penalty: 4668.014648
	Iteration 50Q: 3 clusters Score -1553907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1553906.750000 Penalty: 4668.014648
	Iteration 51F: 3 clusters Score -1553907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Entering Unmasked Estep 
Score: -289490.750000 Penalty: 1900.058716
	Iteration 0F: 2 clusters Score -289490.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -286814.312500 Penalty: 3800.117432
	Iteration 0F: 3 clusters Score -286814.3 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -287345.562500 Penalty: 3800.117432
	Iteration 1F: 3 clusters Score -287345.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -287533.437500 Penalty: 3800.117432
	Iteration 2F: 3 clusters Score -287533.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -287729.968750 Penalty: 3800.117432
	Iteration 3F: 3 clusters Score -287730 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -287878.906250 Penalty: 3800.117432
	Iteration 4Q: 3 clusters Score -287878.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -288035.062500 Penalty: 3800.117432
	Iteration 5F: 3 clusters Score -288035.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -288170.187500 Penalty: 3800.117432
	Iteration 6Q: 3 clusters Score -288170.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -288287.718750 Penalty: 3800.117432
	Iteration 7Q: 3 clusters Score -288287.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -288362.500000 Penalty: 3800.117432
	Iteration 8Q: 3 clusters Score -288362.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -288423.218750 Penalty: 3800.117432
	Iteration 9Q: 3 clusters Score -288423.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -288468.937500 Penalty: 3800.117432
	Iteration 10Q: 3 clusters Score -288468.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -288509.625000 Penalty: 3800.117432
	Iteration 11Q: 3 clusters Score -288509.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -288533.968750 Penalty: 3800.117432
	Iteration 12Q: 3 clusters Score -288534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -288561.968750 Penalty: 3800.117432
	Iteration 13Q: 3 clusters Score -288562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -288588.031250 Penalty: 3800.117432
	Iteration 14Q: 3 clusters Score -288588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -288604.781250 Penalty: 3800.117432
	Iteration 15Q: 3 clusters Score -288604.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -288614.875000 Penalty: 3800.117432
	Iteration 16Q: 3 clusters Score -288614.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -288619.218750 Penalty: 3800.117432
	Iteration 17Q: 3 clusters Score -288619.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -288622.750000 Penalty: 3800.117432
	Iteration 18Q: 3 clusters Score -288622.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -288625.031250 Penalty: 3800.117432
	Iteration 19Q: 3 clusters Score -288625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -288633.000000 Penalty: 3800.117432
	Iteration 20F: 3 clusters Score -288633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -288639.250000 Penalty: 3800.117432
	Iteration 21Q: 3 clusters Score -288639.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -288647.031250 Penalty: 3800.117432
	Iteration 22Q: 3 clusters Score -288647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -288650.531250 Penalty: 3800.117432
	Iteration 23Q: 3 clusters Score -288650.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -288652.593750 Penalty: 3800.117432
	Iteration 24Q: 3 clusters Score -288652.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -288654.437500 Penalty: 3800.117432
	Iteration 25Q: 3 clusters Score -288654.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -288657.500000 Penalty: 3800.117432
	Iteration 26Q: 3 clusters Score -288657.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -288657.500000 Penalty: 3800.117432
	Iteration 27F: 3 clusters Score -288657.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (165875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165875 members 
Entering Unmasked Estep 
Score: -22678706.000000 Penalty: 2980.709473
	Iteration 0F: 2 clusters Score -2.267871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83077 members 
Mstep: Class 2 contains 82798 members 
Entering Unmasked Estep 
Score: -22567206.000000 Penalty: 5961.418945
	Iteration 0F: 3 clusters Score -2.256721e+07 nChanged 79419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84706 members 
Mstep: Class 2 contains 81169 members 
Entering Unmasked Estep 
Score: -22613590.000000 Penalty: 5961.418945
	Iteration 1F: 3 clusters Score -2.261359e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85729 members 
Mstep: Class 2 contains 80146 members 
Entering Unmasked Estep 
Score: -22614524.000000 Penalty: 5961.418945
	Iteration 2Q: 3 clusters Score -2.261452e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87308 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
Score: -22615374.000000 Penalty: 5961.418945
	Iteration 3Q: 3 clusters Score -2.261537e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -22616574.000000 Penalty: 5961.418945
	Iteration 4Q: 3 clusters Score -2.261657e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93095 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -22618172.000000 Penalty: 5961.418945
	Iteration 5Q: 3 clusters Score -2.261817e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98159 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
Score: -22620704.000000 Penalty: 5961.418945
	Iteration 6Q: 3 clusters Score -2.26207e+07 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105435 members 
Mstep: Class 2 contains 60440 members 
Entering Unmasked Estep 
Score: -22625014.000000 Penalty: 5961.418945
	Iteration 7Q: 3 clusters Score -2.262501e+07 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115196 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -22631806.000000 Penalty: 5961.418945
	Iteration 8F: 3 clusters Score -2.263181e+07 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127195 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -22641462.000000 Penalty: 5961.418945
	Iteration 9F: 3 clusters Score -2.264146e+07 nChanged 12138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139207 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -22652514.000000 Penalty: 5961.418945
	Iteration 10F: 3 clusters Score -2.265251e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149069 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -22661884.000000 Penalty: 5961.418945
	Iteration 11F: 3 clusters Score -2.266188e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155871 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -22668140.000000 Penalty: 5961.418945
	Iteration 12Q: 3 clusters Score -2.266814e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159951 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -22671934.000000 Penalty: 5961.418945
	Iteration 13Q: 3 clusters Score -2.267193e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162185 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -22673850.000000 Penalty: 5961.418945
	Iteration 14Q: 3 clusters Score -2.267385e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163386 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -22674870.000000 Penalty: 5961.418945
	Iteration 15Q: 3 clusters Score -2.267487e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164052 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -22675468.000000 Penalty: 5961.418945
	Iteration 16Q: 3 clusters Score -2.267547e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164404 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -22675736.000000 Penalty: 5961.418945
	Iteration 17Q: 3 clusters Score -2.267574e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164588 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -22675982.000000 Penalty: 5961.418945
	Iteration 18Q: 3 clusters Score -2.267598e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164732 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -22676136.000000 Penalty: 5961.418945
	Iteration 19Q: 3 clusters Score -2.267614e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164822 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -22676218.000000 Penalty: 5961.418945
	Iteration 20F: 3 clusters Score -2.267622e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164885 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -22676298.000000 Penalty: 5961.418945
	Iteration 21Q: 3 clusters Score -2.26763e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164931 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -22676360.000000 Penalty: 5961.418945
	Iteration 22Q: 3 clusters Score -2.267636e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164963 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -22676398.000000 Penalty: 5961.418945
	Iteration 23Q: 3 clusters Score -2.26764e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165009 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -22676444.000000 Penalty: 5961.418945
	Iteration 24Q: 3 clusters Score -2.267644e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165032 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -22676486.000000 Penalty: 5961.418945
	Iteration 25Q: 3 clusters Score -2.267649e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165043 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -22676492.000000 Penalty: 5961.418945
	Iteration 26Q: 3 clusters Score -2.267649e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165048 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -22676532.000000 Penalty: 5961.418945
	Iteration 27Q: 3 clusters Score -2.267653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165050 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -22676518.000000 Penalty: 5961.418945
	Iteration 28Q: 3 clusters Score -2.267652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165051 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -22676528.000000 Penalty: 5961.418945
	Iteration 29Q: 3 clusters Score -2.267653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165051 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -22676524.000000 Penalty: 5961.418945
	Iteration 30Q: 3 clusters Score -2.267652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165049 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -22676540.000000 Penalty: 5961.418945
	Iteration 31Q: 3 clusters Score -2.267654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165046 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -22676524.000000 Penalty: 5961.418945
	Iteration 32Q: 3 clusters Score -2.267652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165050 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -22676534.000000 Penalty: 5961.418945
	Iteration 33Q: 3 clusters Score -2.267653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165055 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -22676550.000000 Penalty: 5961.418945
	Iteration 34Q: 3 clusters Score -2.267655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165059 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -22676548.000000 Penalty: 5961.418945
	Iteration 35Q: 3 clusters Score -2.267655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165061 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -22676560.000000 Penalty: 5961.418945
	Iteration 36Q: 3 clusters Score -2.267656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165062 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -22676560.000000 Penalty: 5961.418945
	Iteration 37Q: 3 clusters Score -2.267656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165062 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -22676560.000000 Penalty: 5961.418945
	Iteration 38Q: 3 clusters Score -2.267656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165063 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -22676554.000000 Penalty: 5961.418945
	Iteration 39Q: 3 clusters Score -2.267655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165064 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -22676562.000000 Penalty: 5961.418945
	Iteration 40F: 3 clusters Score -2.267656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165063 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -22676562.000000 Penalty: 5961.418945
	Iteration 41Q: 3 clusters Score -2.267656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165063 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -22676562.000000 Penalty: 5961.418945
	Iteration 42F: 3 clusters Score -2.267656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -104149.773438 Penalty: 1675.719238
	Iteration 0F: 2 clusters Score -104149.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -102356.656250 Penalty: 3351.438477
	Iteration 0F: 3 clusters Score -102356.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -102718.757812 Penalty: 3351.438477
	Iteration 1F: 3 clusters Score -102718.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -103032.140625 Penalty: 3351.438477
	Iteration 2F: 3 clusters Score -103032.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -103406.171875 Penalty: 3351.438477
	Iteration 3F: 3 clusters Score -103406.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -103647.921875 Penalty: 3351.438477
	Iteration 4F: 3 clusters Score -103647.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -103907.375000 Penalty: 3351.438477
	Iteration 5Q: 3 clusters Score -103907.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104480.343750 Penalty: 3351.438477
	Iteration 6Q: 3 clusters Score -104480.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105059.578125 Penalty: 3351.438477
	Iteration 7Q: 3 clusters Score -105059.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105181.554688 Penalty: 3351.438477
	Iteration 8Q: 3 clusters Score -105181.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -105312.632812 Penalty: 3351.438477
	Iteration 9Q: 3 clusters Score -105312.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -105408.054688 Penalty: 3351.438477
	Iteration 10Q: 3 clusters Score -105408.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -105491.609375 Penalty: 3351.438477
	Iteration 11Q: 3 clusters Score -105491.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -105557.921875 Penalty: 3351.438477
	Iteration 12Q: 3 clusters Score -105557.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -105632.976562 Penalty: 3351.438477
	Iteration 13Q: 3 clusters Score -105633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -105659.812500 Penalty: 3351.438477
	Iteration 14Q: 3 clusters Score -105659.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -105707.484375 Penalty: 3351.438477
	Iteration 15Q: 3 clusters Score -105707.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -105788.835938 Penalty: 3351.438477
	Iteration 16Q: 3 clusters Score -105788.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -105818.046875 Penalty: 3351.438477
	Iteration 17Q: 3 clusters Score -105818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -105822.632812 Penalty: 3351.438477
	Iteration 18Q: 3 clusters Score -105822.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -105824.828125 Penalty: 3351.438477
	Iteration 19Q: 3 clusters Score -105824.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -105826.023438 Penalty: 3351.438477
	Iteration 20F: 3 clusters Score -105826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -105829.000000 Penalty: 3351.438477
	Iteration 21Q: 3 clusters Score -105829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -105832.945312 Penalty: 3351.438477
	Iteration 22Q: 3 clusters Score -105832.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -105838.367188 Penalty: 3351.438477
	Iteration 23Q: 3 clusters Score -105838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -105840.125000 Penalty: 3351.438477
	Iteration 24Q: 3 clusters Score -105840.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -105840.125000 Penalty: 3351.438477
	Iteration 25F: 3 clusters Score -105840.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 13403 members 
Mstep: Class 3 contains 7797 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 19053 members 
Mstep: Class 6 contains 38121 members 
Mstep: Class 7 contains 89166 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 12226 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165875 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 2710 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 1625 members 
Mstep: Class 16 contains 63772 members 
Mstep: Class 17 contains 12347 members 
Mstep: Class 18 contains 32140 members 
Mstep: Class 19 contains 158070 members 
Mstep: Class 20 contains 18217 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10418 members 
Mstep: Class 23 contains 4575 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26153 members 
Mstep: Class 26 contains 8229 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4629 members 
Mstep: Class 29 contains 21366 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5913 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 10782 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Mstep: Class 36 contains 599 members 
Entering Unmasked Estep 
Score: -100912880.000000 Penalty: 120936.960938
Splitting cluster 12 changes total score from -100913144.000000 to -100912880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (2710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Entering Unmasked Estep 
Score: -342424.000000 Penalty: 1960.366577
	Iteration 0F: 2 clusters Score -342424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -339299.500000 Penalty: 3920.733154
	Iteration 0F: 3 clusters Score -339299.5 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -339944.156250 Penalty: 3920.733154
	Iteration 1F: 3 clusters Score -339944.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -340231.593750 Penalty: 3920.733154
	Iteration 2F: 3 clusters Score -340231.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -340467.718750 Penalty: 3920.733154
	Iteration 3F: 3 clusters Score -340467.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -340750.593750 Penalty: 3920.733154
	Iteration 4F: 3 clusters Score -340750.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -341035.000000 Penalty: 3920.733154
	Iteration 5F: 3 clusters Score -341035 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -341210.937500 Penalty: 3920.733154
	Iteration 6F: 3 clusters Score -341210.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -341357.093750 Penalty: 3920.733154
	Iteration 7Q: 3 clusters Score -341357.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -341471.875000 Penalty: 3920.733154
	Iteration 8Q: 3 clusters Score -341471.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -341546.156250 Penalty: 3920.733154
	Iteration 9Q: 3 clusters Score -341546.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -341586.937500 Penalty: 3920.733154
	Iteration 10Q: 3 clusters Score -341586.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -341605.125000 Penalty: 3920.733154
	Iteration 11Q: 3 clusters Score -341605.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -341614.875000 Penalty: 3920.733154
	Iteration 12Q: 3 clusters Score -341614.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -341623.031250 Penalty: 3920.733154
	Iteration 13Q: 3 clusters Score -341623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -341627.750000 Penalty: 3920.733154
	Iteration 14Q: 3 clusters Score -341627.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -341633.250000 Penalty: 3920.733154
	Iteration 15Q: 3 clusters Score -341633.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -341639.000000 Penalty: 3920.733154
	Iteration 16Q: 3 clusters Score -341639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -341640.687500 Penalty: 3920.733154
	Iteration 17Q: 3 clusters Score -341640.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -341641.656250 Penalty: 3920.733154
	Iteration 18Q: 3 clusters Score -341641.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -341642.281250 Penalty: 3920.733154
	Iteration 19Q: 3 clusters Score -341642.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -341642.937500 Penalty: 3920.733154
	Iteration 20F: 3 clusters Score -341642.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -341643.218750 Penalty: 3920.733154
	Iteration 21Q: 3 clusters Score -341643.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -341643.218750 Penalty: 3920.733154
	Iteration 22F: 3 clusters Score -341643.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Entering Unmasked Estep 
Score: -834543.062500 Penalty: 2164.930664
	Iteration 0F: 2 clusters Score -834543.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -829342.625000 Penalty: 4329.861328
	Iteration 0F: 3 clusters Score -829342.6 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -830616.750000 Penalty: 4329.861328
	Iteration 1F: 3 clusters Score -830616.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -830858.875000 Penalty: 4329.861328
	Iteration 2F: 3 clusters Score -830858.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -831018.437500 Penalty: 4329.861328
	Iteration 3F: 3 clusters Score -831018.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -831128.000000 Penalty: 4329.861328
	Iteration 4Q: 3 clusters Score -831128 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -831217.937500 Penalty: 4329.861328
	Iteration 5Q: 3 clusters Score -831217.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -831306.125000 Penalty: 4329.861328
	Iteration 6Q: 3 clusters Score -831306.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -831376.875000 Penalty: 4329.861328
	Iteration 7Q: 3 clusters Score -831376.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -831441.125000 Penalty: 4329.861328
	Iteration 8Q: 3 clusters Score -831441.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -831526.625000 Penalty: 4329.861328
	Iteration 9Q: 3 clusters Score -831526.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -831594.250000 Penalty: 4329.861328
	Iteration 10Q: 3 clusters Score -831594.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -831653.812500 Penalty: 4329.861328
	Iteration 11Q: 3 clusters Score -831653.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -831713.312500 Penalty: 4329.861328
	Iteration 12Q: 3 clusters Score -831713.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -831773.687500 Penalty: 4329.861328
	Iteration 13Q: 3 clusters Score -831773.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -831823.687500 Penalty: 4329.861328
	Iteration 14Q: 3 clusters Score -831823.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -831875.750000 Penalty: 4329.861328
	Iteration 15Q: 3 clusters Score -831875.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -831927.500000 Penalty: 4329.861328
	Iteration 16Q: 3 clusters Score -831927.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -831982.312500 Penalty: 4329.861328
	Iteration 17Q: 3 clusters Score -831982.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -832029.125000 Penalty: 4329.861328
	Iteration 18Q: 3 clusters Score -832029.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -832086.187500 Penalty: 4329.861328
	Iteration 19Q: 3 clusters Score -832086.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -832149.875000 Penalty: 4329.861328
	Iteration 20F: 3 clusters Score -832149.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -832212.625000 Penalty: 4329.861328
	Iteration 21Q: 3 clusters Score -832212.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -832273.375000 Penalty: 4329.861328
	Iteration 22Q: 3 clusters Score -832273.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -832321.625000 Penalty: 4329.861328
	Iteration 23Q: 3 clusters Score -832321.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -832368.437500 Penalty: 4329.861328
	Iteration 24Q: 3 clusters Score -832368.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -832425.562500 Penalty: 4329.861328
	Iteration 25Q: 3 clusters Score -832425.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -832476.500000 Penalty: 4329.861328
	Iteration 26Q: 3 clusters Score -832476.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -832514.687500 Penalty: 4329.861328
	Iteration 27Q: 3 clusters Score -832514.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -832552.250000 Penalty: 4329.861328
	Iteration 28Q: 3 clusters Score -832552.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -832578.562500 Penalty: 4329.861328
	Iteration 29Q: 3 clusters Score -832578.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -832598.375000 Penalty: 4329.861328
	Iteration 30Q: 3 clusters Score -832598.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -832610.812500 Penalty: 4329.861328
	Iteration 31Q: 3 clusters Score -832610.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -832621.562500 Penalty: 4329.861328
	Iteration 32Q: 3 clusters Score -832621.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -832627.687500 Penalty: 4329.861328
	Iteration 33Q: 3 clusters Score -832627.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -832635.000000 Penalty: 4329.861328
	Iteration 34Q: 3 clusters Score -832635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -832639.062500 Penalty: 4329.861328
	Iteration 35Q: 3 clusters Score -832639.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -832643.062500 Penalty: 4329.861328
	Iteration 36Q: 3 clusters Score -832643.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -832652.250000 Penalty: 4329.861328
	Iteration 37Q: 3 clusters Score -832652.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -832655.625000 Penalty: 4329.861328
	Iteration 38Q: 3 clusters Score -832655.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -832661.062500 Penalty: 4329.861328
	Iteration 39Q: 3 clusters Score -832661.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -832669.250000 Penalty: 4329.861328
	Iteration 40F: 3 clusters Score -832669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -832669.437500 Penalty: 4329.861328
	Iteration 41Q: 3 clusters Score -832669.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -832671.750000 Penalty: 4329.861328
	Iteration 42Q: 3 clusters Score -832671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -832675.937500 Penalty: 4329.861328
	Iteration 43Q: 3 clusters Score -832675.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -832678.687500 Penalty: 4329.861328
	Iteration 44Q: 3 clusters Score -832678.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -832680.812500 Penalty: 4329.861328
	Iteration 45Q: 3 clusters Score -832680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -832681.562500 Penalty: 4329.861328
	Iteration 46Q: 3 clusters Score -832681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -832684.437500 Penalty: 4329.861328
	Iteration 47Q: 3 clusters Score -832684.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -832686.375000 Penalty: 4329.861328
	Iteration 48Q: 3 clusters Score -832686.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -832690.562500 Penalty: 4329.861328
	Iteration 49Q: 3 clusters Score -832690.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -832689.812500 Penalty: 4329.861328
	Iteration 50Q: 3 clusters Score -832689.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -832691.250000 Penalty: 4329.861328
	Iteration 51Q: 3 clusters Score -832691.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -832693.375000 Penalty: 4329.861328
	Iteration 52Q: 3 clusters Score -832693.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -832697.000000 Penalty: 4329.861328
	Iteration 53Q: 3 clusters Score -832697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -832697.000000 Penalty: 4329.861328
	Iteration 54Q: 3 clusters Score -832697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -832700.687500 Penalty: 4329.861328
	Iteration 55Q: 3 clusters Score -832700.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -832703.562500 Penalty: 4329.861328
	Iteration 56Q: 3 clusters Score -832703.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -832708.625000 Penalty: 4329.861328
	Iteration 57Q: 3 clusters Score -832708.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -832713.437500 Penalty: 4329.861328
	Iteration 58Q: 3 clusters Score -832713.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -832717.937500 Penalty: 4329.861328
	Iteration 59Q: 3 clusters Score -832717.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -832722.437500 Penalty: 4329.861328
	Iteration 60F: 3 clusters Score -832722.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -832725.125000 Penalty: 4329.861328
	Iteration 61Q: 3 clusters Score -832725.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -832730.062500 Penalty: 4329.861328
	Iteration 62Q: 3 clusters Score -832730.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -832730.687500 Penalty: 4329.861328
	Iteration 63Q: 3 clusters Score -832730.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -832730.687500 Penalty: 4329.861328
	Iteration 64F: 3 clusters Score -832730.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -177632.937500 Penalty: 1833.529175
	Iteration 0F: 2 clusters Score -177632.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -175387.687500 Penalty: 3667.058350
	Iteration 0F: 3 clusters Score -175387.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -175909.156250 Penalty: 3667.058350
	Iteration 1F: 3 clusters Score -175909.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -176086.765625 Penalty: 3667.058350
	Iteration 2F: 3 clusters Score -176086.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -176262.500000 Penalty: 3667.058350
	Iteration 3F: 3 clusters Score -176262.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -176397.578125 Penalty: 3667.058350
	Iteration 4F: 3 clusters Score -176397.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -176575.109375 Penalty: 3667.058350
	Iteration 5F: 3 clusters Score -176575.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -176894.906250 Penalty: 3667.058350
	Iteration 6Q: 3 clusters Score -176894.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -177188.578125 Penalty: 3667.058350
	Iteration 7F: 3 clusters Score -177188.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -177350.109375 Penalty: 3667.058350
	Iteration 8F: 3 clusters Score -177350.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -177446.078125 Penalty: 3667.058350
	Iteration 9Q: 3 clusters Score -177446.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -177496.796875 Penalty: 3667.058350
	Iteration 10Q: 3 clusters Score -177496.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -177530.437500 Penalty: 3667.058350
	Iteration 11Q: 3 clusters Score -177530.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -177535.953125 Penalty: 3667.058350
	Iteration 12Q: 3 clusters Score -177536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -177537.656250 Penalty: 3667.058350
	Iteration 13Q: 3 clusters Score -177537.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -177537.656250 Penalty: 3667.058350
	Iteration 14F: 3 clusters Score -177537.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Entering Unmasked Estep 
Score: -8615205.000000 Penalty: 2743.641113
	Iteration 0F: 2 clusters Score -8615205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -8572167.000000 Penalty: 5487.282227
	Iteration 0F: 3 clusters Score -8572167 nChanged 29773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -8589222.000000 Penalty: 5487.282227
	Iteration 1F: 3 clusters Score -8589222 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -8590223.000000 Penalty: 5487.282227
	Iteration 2Q: 3 clusters Score -8590223 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -8591482.000000 Penalty: 5487.282227
	Iteration 3Q: 3 clusters Score -8591482 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -8593183.000000 Penalty: 5487.282227
	Iteration 4F: 3 clusters Score -8593183 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -8595457.000000 Penalty: 5487.282227
	Iteration 5F: 3 clusters Score -8595457 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -8598399.000000 Penalty: 5487.282227
	Iteration 6F: 3 clusters Score -8598399 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -8601496.000000 Penalty: 5487.282227
	Iteration 7F: 3 clusters Score -8601496 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -8604370.000000 Penalty: 5487.282227
	Iteration 8F: 3 clusters Score -8604370 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -8607130.000000 Penalty: 5487.282227
	Iteration 9F: 3 clusters Score -8607130 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -8609787.000000 Penalty: 5487.282227
	Iteration 10F: 3 clusters Score -8609787 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -8611828.000000 Penalty: 5487.282227
	Iteration 11Q: 3 clusters Score -8611828 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -8612915.000000 Penalty: 5487.282227
	Iteration 12Q: 3 clusters Score -8612915 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -8613303.000000 Penalty: 5487.282227
	Iteration 13Q: 3 clusters Score -8613303 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -8613528.000000 Penalty: 5487.282227
	Iteration 14Q: 3 clusters Score -8613528 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -8613651.000000 Penalty: 5487.282227
	Iteration 15Q: 3 clusters Score -8613651 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -8613710.000000 Penalty: 5487.282227
	Iteration 16Q: 3 clusters Score -8613710 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -8613738.000000 Penalty: 5487.282227
	Iteration 17Q: 3 clusters Score -8613738 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -8613790.000000 Penalty: 5487.282227
	Iteration 18Q: 3 clusters Score -8613790 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -8613820.000000 Penalty: 5487.282227
	Iteration 19Q: 3 clusters Score -8613820 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -8613847.000000 Penalty: 5487.282227
	Iteration 20F: 3 clusters Score -8613847 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -8613866.000000 Penalty: 5487.282227
	Iteration 21Q: 3 clusters Score -8613866 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -8613873.000000 Penalty: 5487.282227
	Iteration 22Q: 3 clusters Score -8613873 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -8613880.000000 Penalty: 5487.282227
	Iteration 23Q: 3 clusters Score -8613880 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -8613875.000000 Penalty: 5487.282227
	Iteration 24Q: 3 clusters Score -8613875 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -8613885.000000 Penalty: 5487.282227
	Iteration 25Q: 3 clusters Score -8613885 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -8613870.000000 Penalty: 5487.282227
	Iteration 26Q: 3 clusters Score -8613870 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -8613884.000000 Penalty: 5487.282227
	Iteration 27Q: 3 clusters Score -8613884 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -8613887.000000 Penalty: 5487.282227
	Iteration 28Q: 3 clusters Score -8613887 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -8613914.000000 Penalty: 5487.282227
	Iteration 29Q: 3 clusters Score -8613914 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -8613937.000000 Penalty: 5487.282227
	Iteration 30Q: 3 clusters Score -8613937 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -8613938.000000 Penalty: 5487.282227
	Iteration 31Q: 3 clusters Score -8613938 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -8613951.000000 Penalty: 5487.282227
	Iteration 32Q: 3 clusters Score -8613951 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -8613941.000000 Penalty: 5487.282227
	Iteration 33Q: 3 clusters Score -8613941 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -8613933.000000 Penalty: 5487.282227
	Iteration 34Q: 3 clusters Score -8613933 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -8613968.000000 Penalty: 5487.282227
	Iteration 35Q: 3 clusters Score -8613968 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -8614010.000000 Penalty: 5487.282227
	Iteration 36Q: 3 clusters Score -8614010 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -8614027.000000 Penalty: 5487.282227
	Iteration 37Q: 3 clusters Score -8614027 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -8614026.000000 Penalty: 5487.282227
	Iteration 38Q: 3 clusters Score -8614026 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -8614003.000000 Penalty: 5487.282227
	Iteration 39Q: 3 clusters Score -8614003 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -8614000.000000 Penalty: 5487.282227
	Iteration 40F: 3 clusters Score -8614000 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -8614001.000000 Penalty: 5487.282227
	Iteration 41Q: 3 clusters Score -8614001 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -8613996.000000 Penalty: 5487.282227
	Iteration 42Q: 3 clusters Score -8613996 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -8614007.000000 Penalty: 5487.282227
	Iteration 43Q: 3 clusters Score -8614007 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -8614018.000000 Penalty: 5487.282227
	Iteration 44Q: 3 clusters Score -8614018 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -8613996.000000 Penalty: 5487.282227
	Iteration 45Q: 3 clusters Score -8613996 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -8614017.000000 Penalty: 5487.282227
	Iteration 46Q: 3 clusters Score -8614017 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -8614014.000000 Penalty: 5487.282227
	Iteration 47Q: 3 clusters Score -8614014 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -8614021.000000 Penalty: 5487.282227
	Iteration 48Q: 3 clusters Score -8614021 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -8614050.000000 Penalty: 5487.282227
	Iteration 49Q: 3 clusters Score -8614050 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -8614047.000000 Penalty: 5487.282227
	Iteration 50Q: 3 clusters Score -8614047 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -8614036.000000 Penalty: 5487.282227
	Iteration 51Q: 3 clusters Score -8614036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -8614048.000000 Penalty: 5487.282227
	Iteration 52Q: 3 clusters Score -8614048 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -8614039.000000 Penalty: 5487.282227
	Iteration 53Q: 3 clusters Score -8614039 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -8614053.000000 Penalty: 5487.282227
	Iteration 54Q: 3 clusters Score -8614053 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -8614053.000000 Penalty: 5487.282227
	Iteration 55Q: 3 clusters Score -8614053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -8614047.000000 Penalty: 5487.282227
	Iteration 56Q: 3 clusters Score -8614047 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -8614052.000000 Penalty: 5487.282227
	Iteration 57Q: 3 clusters Score -8614052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -8614061.000000 Penalty: 5487.282227
	Iteration 58Q: 3 clusters Score -8614061 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -8614075.000000 Penalty: 5487.282227
	Iteration 59Q: 3 clusters Score -8614075 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -8614075.000000 Penalty: 5487.282227
	Iteration 60F: 3 clusters Score -8614075 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -8614072.000000 Penalty: 5487.282227
	Iteration 61Q: 3 clusters Score -8614072 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -8614091.000000 Penalty: 5487.282227
	Iteration 62Q: 3 clusters Score -8614091 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -8614090.000000 Penalty: 5487.282227
	Iteration 63Q: 3 clusters Score -8614090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -8614087.000000 Penalty: 5487.282227
	Iteration 64Q: 3 clusters Score -8614087 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -8614097.000000 Penalty: 5487.282227
	Iteration 65Q: 3 clusters Score -8614097 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -8614106.000000 Penalty: 5487.282227
	Iteration 66Q: 3 clusters Score -8614106 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -8614118.000000 Penalty: 5487.282227
	Iteration 67Q: 3 clusters Score -8614118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -8614128.000000 Penalty: 5487.282227
	Iteration 68Q: 3 clusters Score -8614128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -8614123.000000 Penalty: 5487.282227
	Iteration 69Q: 3 clusters Score -8614123 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -8614126.000000 Penalty: 5487.282227
	Iteration 70Q: 3 clusters Score -8614126 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -8614114.000000 Penalty: 5487.282227
	Iteration 71Q: 3 clusters Score -8614114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -8614116.000000 Penalty: 5487.282227
	Iteration 72Q: 3 clusters Score -8614116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -8614114.000000 Penalty: 5487.282227
	Iteration 73Q: 3 clusters Score -8614114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -8614123.000000 Penalty: 5487.282227
	Iteration 74Q: 3 clusters Score -8614123 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -8614123.000000 Penalty: 5487.282227
	Iteration 75Q: 3 clusters Score -8614123 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -8614129.000000 Penalty: 5487.282227
	Iteration 76Q: 3 clusters Score -8614129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -8614134.000000 Penalty: 5487.282227
	Iteration 77Q: 3 clusters Score -8614134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -8614124.000000 Penalty: 5487.282227
	Iteration 78Q: 3 clusters Score -8614124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -8614127.000000 Penalty: 5487.282227
	Iteration 79Q: 3 clusters Score -8614127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -8614143.000000 Penalty: 5487.282227
	Iteration 80F: 3 clusters Score -8614143 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -8614123.000000 Penalty: 5487.282227
	Iteration 81Q: 3 clusters Score -8614123 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -8614119.000000 Penalty: 5487.282227
	Iteration 82Q: 3 clusters Score -8614119 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -8614138.000000 Penalty: 5487.282227
	Iteration 83Q: 3 clusters Score -8614138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -8614134.000000 Penalty: 5487.282227
	Iteration 84Q: 3 clusters Score -8614134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -8614146.000000 Penalty: 5487.282227
	Iteration 85Q: 3 clusters Score -8614146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -8614150.000000 Penalty: 5487.282227
	Iteration 86Q: 3 clusters Score -8614150 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -8614143.000000 Penalty: 5487.282227
	Iteration 87Q: 3 clusters Score -8614143 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49448 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -8614144.000000 Penalty: 5487.282227
	Iteration 88Q: 3 clusters Score -8614144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -8614153.000000 Penalty: 5487.282227
	Iteration 89Q: 3 clusters Score -8614153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -8614163.000000 Penalty: 5487.282227
	Iteration 90Q: 3 clusters Score -8614163 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -8614154.000000 Penalty: 5487.282227
	Iteration 91Q: 3 clusters Score -8614154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -8614158.000000 Penalty: 5487.282227
	Iteration 92Q: 3 clusters Score -8614158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -8614143.000000 Penalty: 5487.282227
	Iteration 93Q: 3 clusters Score -8614143 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -8614129.000000 Penalty: 5487.282227
	Iteration 94Q: 3 clusters Score -8614129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -8614141.000000 Penalty: 5487.282227
	Iteration 95Q: 3 clusters Score -8614141 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -8614133.000000 Penalty: 5487.282227
	Iteration 96Q: 3 clusters Score -8614133 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -8614134.000000 Penalty: 5487.282227
	Iteration 97Q: 3 clusters Score -8614134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -8614149.000000 Penalty: 5487.282227
	Iteration 98Q: 3 clusters Score -8614149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -8614158.000000 Penalty: 5487.282227
	Iteration 99Q: 3 clusters Score -8614158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -8614170.000000 Penalty: 5487.282227
	Iteration 100F: 3 clusters Score -8614170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -8614169.000000 Penalty: 5487.282227
	Iteration 101Q: 3 clusters Score -8614169 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -8614175.000000 Penalty: 5487.282227
	Iteration 102Q: 3 clusters Score -8614175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -8614164.000000 Penalty: 5487.282227
	Iteration 103Q: 3 clusters Score -8614164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -8614176.000000 Penalty: 5487.282227
	Iteration 104Q: 3 clusters Score -8614176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -8614190.000000 Penalty: 5487.282227
	Iteration 105Q: 3 clusters Score -8614190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -8614174.000000 Penalty: 5487.282227
	Iteration 106Q: 3 clusters Score -8614174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -8614190.000000 Penalty: 5487.282227
	Iteration 107Q: 3 clusters Score -8614190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -8614174.000000 Penalty: 5487.282227
	Iteration 108Q: 3 clusters Score -8614174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -8614185.000000 Penalty: 5487.282227
	Iteration 109Q: 3 clusters Score -8614185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -8614180.000000 Penalty: 5487.282227
	Iteration 110Q: 3 clusters Score -8614180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -8614166.000000 Penalty: 5487.282227
	Iteration 111Q: 3 clusters Score -8614166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -8614191.000000 Penalty: 5487.282227
	Iteration 112Q: 3 clusters Score -8614191 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -8614190.000000 Penalty: 5487.282227
	Iteration 113Q: 3 clusters Score -8614190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -8614188.000000 Penalty: 5487.282227
	Iteration 114Q: 3 clusters Score -8614188 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -8614189.000000 Penalty: 5487.282227
	Iteration 115Q: 3 clusters Score -8614189 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -8614187.000000 Penalty: 5487.282227
	Iteration 116Q: 3 clusters Score -8614187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -8614191.000000 Penalty: 5487.282227
	Iteration 117Q: 3 clusters Score -8614191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -8614200.000000 Penalty: 5487.282227
	Iteration 118Q: 3 clusters Score -8614200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -8614205.000000 Penalty: 5487.282227
	Iteration 119Q: 3 clusters Score -8614205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -8614224.000000 Penalty: 5487.282227
	Iteration 120F: 3 clusters Score -8614224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -8614214.000000 Penalty: 5487.282227
	Iteration 121Q: 3 clusters Score -8614214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -8614232.000000 Penalty: 5487.282227
	Iteration 122Q: 3 clusters Score -8614232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -8614225.000000 Penalty: 5487.282227
	Iteration 123Q: 3 clusters Score -8614225 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -8614203.000000 Penalty: 5487.282227
	Iteration 124Q: 3 clusters Score -8614203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -8614225.000000 Penalty: 5487.282227
	Iteration 125Q: 3 clusters Score -8614225 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -8614242.000000 Penalty: 5487.282227
	Iteration 126Q: 3 clusters Score -8614242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -8614226.000000 Penalty: 5487.282227
	Iteration 127Q: 3 clusters Score -8614226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -8614221.000000 Penalty: 5487.282227
	Iteration 128Q: 3 clusters Score -8614221 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -8614238.000000 Penalty: 5487.282227
	Iteration 129Q: 3 clusters Score -8614238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -8614229.000000 Penalty: 5487.282227
	Iteration 130Q: 3 clusters Score -8614229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -8614225.000000 Penalty: 5487.282227
	Iteration 131Q: 3 clusters Score -8614225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -8614235.000000 Penalty: 5487.282227
	Iteration 132Q: 3 clusters Score -8614235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -8614247.000000 Penalty: 5487.282227
	Iteration 133Q: 3 clusters Score -8614247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -8614248.000000 Penalty: 5487.282227
	Iteration 134Q: 3 clusters Score -8614248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -8614231.000000 Penalty: 5487.282227
	Iteration 135Q: 3 clusters Score -8614231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -8614226.000000 Penalty: 5487.282227
	Iteration 136Q: 3 clusters Score -8614226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -8614235.000000 Penalty: 5487.282227
	Iteration 137Q: 3 clusters Score -8614235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -8614242.000000 Penalty: 5487.282227
	Iteration 138Q: 3 clusters Score -8614242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -8614243.000000 Penalty: 5487.282227
	Iteration 139Q: 3 clusters Score -8614243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -8614251.000000 Penalty: 5487.282227
	Iteration 140F: 3 clusters Score -8614251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -8614252.000000 Penalty: 5487.282227
	Iteration 141Q: 3 clusters Score -8614252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -8614250.000000 Penalty: 5487.282227
	Iteration 142Q: 3 clusters Score -8614250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -8614245.000000 Penalty: 5487.282227
	Iteration 143Q: 3 clusters Score -8614245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -8614252.000000 Penalty: 5487.282227
	Iteration 144Q: 3 clusters Score -8614252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -8614265.000000 Penalty: 5487.282227
	Iteration 145Q: 3 clusters Score -8614265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -8614271.000000 Penalty: 5487.282227
	Iteration 146Q: 3 clusters Score -8614271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -8614275.000000 Penalty: 5487.282227
	Iteration 147Q: 3 clusters Score -8614275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51591 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -8614271.000000 Penalty: 5487.282227
	Iteration 148Q: 3 clusters Score -8614271 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -8614267.000000 Penalty: 5487.282227
	Iteration 149Q: 3 clusters Score -8614267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -8614266.000000 Penalty: 5487.282227
	Iteration 150Q: 3 clusters Score -8614266 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -8614272.000000 Penalty: 5487.282227
	Iteration 151Q: 3 clusters Score -8614272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -8614270.000000 Penalty: 5487.282227
	Iteration 152Q: 3 clusters Score -8614270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -8614294.000000 Penalty: 5487.282227
	Iteration 153Q: 3 clusters Score -8614294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -8614268.000000 Penalty: 5487.282227
	Iteration 154Q: 3 clusters Score -8614268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -8614269.000000 Penalty: 5487.282227
	Iteration 155Q: 3 clusters Score -8614269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -8614279.000000 Penalty: 5487.282227
	Iteration 156Q: 3 clusters Score -8614279 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -8614289.000000 Penalty: 5487.282227
	Iteration 157Q: 3 clusters Score -8614289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51922 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -8614286.000000 Penalty: 5487.282227
	Iteration 158Q: 3 clusters Score -8614286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -8614296.000000 Penalty: 5487.282227
	Iteration 159Q: 3 clusters Score -8614296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -8614301.000000 Penalty: 5487.282227
	Iteration 160F: 3 clusters Score -8614301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -8614315.000000 Penalty: 5487.282227
	Iteration 161Q: 3 clusters Score -8614315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -8614307.000000 Penalty: 5487.282227
	Iteration 162Q: 3 clusters Score -8614307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -8614307.000000 Penalty: 5487.282227
	Iteration 163Q: 3 clusters Score -8614307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -8614324.000000 Penalty: 5487.282227
	Iteration 164Q: 3 clusters Score -8614324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -8614346.000000 Penalty: 5487.282227
	Iteration 165Q: 3 clusters Score -8614346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -8614355.000000 Penalty: 5487.282227
	Iteration 166Q: 3 clusters Score -8614355 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -8614347.000000 Penalty: 5487.282227
	Iteration 167Q: 3 clusters Score -8614347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -8614341.000000 Penalty: 5487.282227
	Iteration 168Q: 3 clusters Score -8614341 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -8614349.000000 Penalty: 5487.282227
	Iteration 169Q: 3 clusters Score -8614349 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -8614353.000000 Penalty: 5487.282227
	Iteration 170Q: 3 clusters Score -8614353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -8614343.000000 Penalty: 5487.282227
	Iteration 171Q: 3 clusters Score -8614343 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -8614330.000000 Penalty: 5487.282227
	Iteration 172Q: 3 clusters Score -8614330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -8614329.000000 Penalty: 5487.282227
	Iteration 173Q: 3 clusters Score -8614329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -8614341.000000 Penalty: 5487.282227
	Iteration 174Q: 3 clusters Score -8614341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52501 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -8614356.000000 Penalty: 5487.282227
	Iteration 175Q: 3 clusters Score -8614356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -8614344.000000 Penalty: 5487.282227
	Iteration 176Q: 3 clusters Score -8614344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -8614347.000000 Penalty: 5487.282227
	Iteration 177Q: 3 clusters Score -8614347 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -8614336.000000 Penalty: 5487.282227
	Iteration 178Q: 3 clusters Score -8614336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -8614328.000000 Penalty: 5487.282227
	Iteration 179Q: 3 clusters Score -8614328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52670 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -8614338.000000 Penalty: 5487.282227
	Iteration 180F: 3 clusters Score -8614338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -8614324.000000 Penalty: 5487.282227
	Iteration 181Q: 3 clusters Score -8614324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -8614315.000000 Penalty: 5487.282227
	Iteration 182Q: 3 clusters Score -8614315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -8614321.000000 Penalty: 5487.282227
	Iteration 183Q: 3 clusters Score -8614321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -8614326.000000 Penalty: 5487.282227
	Iteration 184Q: 3 clusters Score -8614326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -8614327.000000 Penalty: 5487.282227
	Iteration 185Q: 3 clusters Score -8614327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52815 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -8614344.000000 Penalty: 5487.282227
	Iteration 186Q: 3 clusters Score -8614344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -8614337.000000 Penalty: 5487.282227
	Iteration 187Q: 3 clusters Score -8614337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -8614331.000000 Penalty: 5487.282227
	Iteration 188Q: 3 clusters Score -8614331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -8614335.000000 Penalty: 5487.282227
	Iteration 189Q: 3 clusters Score -8614335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -8614325.000000 Penalty: 5487.282227
	Iteration 190Q: 3 clusters Score -8614325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -8614326.000000 Penalty: 5487.282227
	Iteration 191Q: 3 clusters Score -8614326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -8614333.000000 Penalty: 5487.282227
	Iteration 192Q: 3 clusters Score -8614333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -8614311.000000 Penalty: 5487.282227
	Iteration 193Q: 3 clusters Score -8614311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -8614303.000000 Penalty: 5487.282227
	Iteration 194Q: 3 clusters Score -8614303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -8614307.000000 Penalty: 5487.282227
	Iteration 195Q: 3 clusters Score -8614307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52932 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -8614310.000000 Penalty: 5487.282227
	Iteration 196Q: 3 clusters Score -8614310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52947 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -8614309.000000 Penalty: 5487.282227
	Iteration 197Q: 3 clusters Score -8614309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -8614313.000000 Penalty: 5487.282227
	Iteration 198Q: 3 clusters Score -8614313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -8614308.000000 Penalty: 5487.282227
	Iteration 199Q: 3 clusters Score -8614308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -8614311.000000 Penalty: 5487.282227
	Iteration 200F: 3 clusters Score -8614311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -8614310.000000 Penalty: 5487.282227
	Iteration 201Q: 3 clusters Score -8614310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -8614308.000000 Penalty: 5487.282227
	Iteration 202Q: 3 clusters Score -8614308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -8614310.000000 Penalty: 5487.282227
	Iteration 203Q: 3 clusters Score -8614310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -8614310.000000 Penalty: 5487.282227
	Iteration 204Q: 3 clusters Score -8614310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -8614313.000000 Penalty: 5487.282227
	Iteration 205Q: 3 clusters Score -8614313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -8614307.000000 Penalty: 5487.282227
	Iteration 206Q: 3 clusters Score -8614307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52996 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -8614312.000000 Penalty: 5487.282227
	Iteration 207Q: 3 clusters Score -8614312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -8614300.000000 Penalty: 5487.282227
	Iteration 208Q: 3 clusters Score -8614300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -8614303.000000 Penalty: 5487.282227
	Iteration 209Q: 3 clusters Score -8614303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -8614304.000000 Penalty: 5487.282227
	Iteration 210Q: 3 clusters Score -8614304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -8614310.000000 Penalty: 5487.282227
	Iteration 211Q: 3 clusters Score -8614310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -8614311.000000 Penalty: 5487.282227
	Iteration 212Q: 3 clusters Score -8614311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -8614312.000000 Penalty: 5487.282227
	Iteration 213Q: 3 clusters Score -8614312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -8614304.000000 Penalty: 5487.282227
	Iteration 214Q: 3 clusters Score -8614304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -8614312.000000 Penalty: 5487.282227
	Iteration 215Q: 3 clusters Score -8614312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -8614320.000000 Penalty: 5487.282227
	Iteration 216Q: 3 clusters Score -8614320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -8614313.000000 Penalty: 5487.282227
	Iteration 217Q: 3 clusters Score -8614313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -8614312.000000 Penalty: 5487.282227
	Iteration 218Q: 3 clusters Score -8614312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -8614311.000000 Penalty: 5487.282227
	Iteration 219Q: 3 clusters Score -8614311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -8614318.000000 Penalty: 5487.282227
	Iteration 220F: 3 clusters Score -8614318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -8614324.000000 Penalty: 5487.282227
	Iteration 221Q: 3 clusters Score -8614324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53031 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -8614324.000000 Penalty: 5487.282227
	Iteration 222Q: 3 clusters Score -8614324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -8614321.000000 Penalty: 5487.282227
	Iteration 223Q: 3 clusters Score -8614321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -8614319.000000 Penalty: 5487.282227
	Iteration 224Q: 3 clusters Score -8614319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -8614318.000000 Penalty: 5487.282227
	Iteration 225Q: 3 clusters Score -8614318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -8614312.000000 Penalty: 5487.282227
	Iteration 226Q: 3 clusters Score -8614312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -8614319.000000 Penalty: 5487.282227
	Iteration 227Q: 3 clusters Score -8614319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53053 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -8614327.000000 Penalty: 5487.282227
	Iteration 228Q: 3 clusters Score -8614327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -8614322.000000 Penalty: 5487.282227
	Iteration 229Q: 3 clusters Score -8614322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -8614332.000000 Penalty: 5487.282227
	Iteration 230Q: 3 clusters Score -8614332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -8614325.000000 Penalty: 5487.282227
	Iteration 231Q: 3 clusters Score -8614325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -8614330.000000 Penalty: 5487.282227
	Iteration 232Q: 3 clusters Score -8614330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53095 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -8614333.000000 Penalty: 5487.282227
	Iteration 233Q: 3 clusters Score -8614333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -8614339.000000 Penalty: 5487.282227
	Iteration 234Q: 3 clusters Score -8614339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -8614338.000000 Penalty: 5487.282227
	Iteration 235Q: 3 clusters Score -8614338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -8614339.000000 Penalty: 5487.282227
	Iteration 236Q: 3 clusters Score -8614339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -8614347.000000 Penalty: 5487.282227
	Iteration 237Q: 3 clusters Score -8614347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -8614348.000000 Penalty: 5487.282227
	Iteration 238Q: 3 clusters Score -8614348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -8614353.000000 Penalty: 5487.282227
	Iteration 239Q: 3 clusters Score -8614353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -8614353.000000 Penalty: 5487.282227
	Iteration 240F: 3 clusters Score -8614353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Entering Unmasked Estep 
Score: -1637009.375000 Penalty: 2336.449707
	Iteration 0F: 2 clusters Score -1637009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1627872.125000 Penalty: 4672.899414
	Iteration 0F: 3 clusters Score -1627872 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1630661.750000 Penalty: 4672.899414
	Iteration 1F: 3 clusters Score -1630662 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1631020.000000 Penalty: 4672.899414
	Iteration 2F: 3 clusters Score -1631020 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1631359.750000 Penalty: 4672.899414
	Iteration 3F: 3 clusters Score -1631360 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1631766.125000 Penalty: 4672.899414
	Iteration 4Q: 3 clusters Score -1631766 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1632256.750000 Penalty: 4672.899414
	Iteration 5F: 3 clusters Score -1632257 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1632762.000000 Penalty: 4672.899414
	Iteration 6F: 3 clusters Score -1632762 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1633228.625000 Penalty: 4672.899414
	Iteration 7Q: 3 clusters Score -1633229 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1633623.625000 Penalty: 4672.899414
	Iteration 8Q: 3 clusters Score -1633624 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1633971.000000 Penalty: 4672.899414
	Iteration 9Q: 3 clusters Score -1633971 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1634240.000000 Penalty: 4672.899414
	Iteration 10Q: 3 clusters Score -1634240 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1634425.875000 Penalty: 4672.899414
	Iteration 11Q: 3 clusters Score -1634426 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1634553.375000 Penalty: 4672.899414
	Iteration 12Q: 3 clusters Score -1634553 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1634677.125000 Penalty: 4672.899414
	Iteration 13Q: 3 clusters Score -1634677 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1634761.000000 Penalty: 4672.899414
	Iteration 14Q: 3 clusters Score -1634761 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1634843.875000 Penalty: 4672.899414
	Iteration 15Q: 3 clusters Score -1634844 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1634925.125000 Penalty: 4672.899414
	Iteration 16Q: 3 clusters Score -1634925 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1634974.875000 Penalty: 4672.899414
	Iteration 17Q: 3 clusters Score -1634975 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1635016.875000 Penalty: 4672.899414
	Iteration 18Q: 3 clusters Score -1635017 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1635053.375000 Penalty: 4672.899414
	Iteration 19Q: 3 clusters Score -1635053 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1635084.625000 Penalty: 4672.899414
	Iteration 20F: 3 clusters Score -1635085 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1635107.250000 Penalty: 4672.899414
	Iteration 21Q: 3 clusters Score -1635107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1635131.125000 Penalty: 4672.899414
	Iteration 22Q: 3 clusters Score -1635131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1635152.625000 Penalty: 4672.899414
	Iteration 23Q: 3 clusters Score -1635153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1635168.625000 Penalty: 4672.899414
	Iteration 24Q: 3 clusters Score -1635169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1635182.500000 Penalty: 4672.899414
	Iteration 25Q: 3 clusters Score -1635182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1635195.375000 Penalty: 4672.899414
	Iteration 26Q: 3 clusters Score -1635195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1635212.625000 Penalty: 4672.899414
	Iteration 27Q: 3 clusters Score -1635213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1635224.250000 Penalty: 4672.899414
	Iteration 28Q: 3 clusters Score -1635224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1635232.625000 Penalty: 4672.899414
	Iteration 29Q: 3 clusters Score -1635233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1635248.125000 Penalty: 4672.899414
	Iteration 30Q: 3 clusters Score -1635248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1635257.375000 Penalty: 4672.899414
	Iteration 31Q: 3 clusters Score -1635257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1635266.000000 Penalty: 4672.899414
	Iteration 32Q: 3 clusters Score -1635266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1635277.875000 Penalty: 4672.899414
	Iteration 33Q: 3 clusters Score -1635278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1635285.000000 Penalty: 4672.899414
	Iteration 34Q: 3 clusters Score -1635285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1635288.250000 Penalty: 4672.899414
	Iteration 35Q: 3 clusters Score -1635288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1635297.375000 Penalty: 4672.899414
	Iteration 36Q: 3 clusters Score -1635297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1635303.500000 Penalty: 4672.899414
	Iteration 37Q: 3 clusters Score -1635304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1635307.375000 Penalty: 4672.899414
	Iteration 38Q: 3 clusters Score -1635307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1635311.250000 Penalty: 4672.899414
	Iteration 39Q: 3 clusters Score -1635311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1635313.750000 Penalty: 4672.899414
	Iteration 40F: 3 clusters Score -1635314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1635315.375000 Penalty: 4672.899414
	Iteration 41Q: 3 clusters Score -1635315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1635315.250000 Penalty: 4672.899414
	Iteration 42Q: 3 clusters Score -1635315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1635318.875000 Penalty: 4672.899414
	Iteration 43Q: 3 clusters Score -1635319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1635319.625000 Penalty: 4672.899414
	Iteration 44Q: 3 clusters Score -1635320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1635322.250000 Penalty: 4672.899414
	Iteration 45Q: 3 clusters Score -1635322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1635325.250000 Penalty: 4672.899414
	Iteration 46Q: 3 clusters Score -1635325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1635327.875000 Penalty: 4672.899414
	Iteration 47Q: 3 clusters Score -1635328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1635329.000000 Penalty: 4672.899414
	Iteration 48Q: 3 clusters Score -1635329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1635331.375000 Penalty: 4672.899414
	Iteration 49Q: 3 clusters Score -1635331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1635330.375000 Penalty: 4672.899414
	Iteration 50Q: 3 clusters Score -1635330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1635333.875000 Penalty: 4672.899414
	Iteration 51Q: 3 clusters Score -1635334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1635333.875000 Penalty: 4672.899414
	Iteration 52F: 3 clusters Score -1635334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Entering Unmasked Estep 
Score: -4094177.750000 Penalty: 2573.708252
	Iteration 0F: 2 clusters Score -4094178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -4072177.500000 Penalty: 5147.416504
	Iteration 0F: 3 clusters Score -4072178 nChanged 14648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -4080484.500000 Penalty: 5147.416504
	Iteration 1F: 3 clusters Score -4080484 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -4081190.000000 Penalty: 5147.416504
	Iteration 2F: 3 clusters Score -4081190 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -4081865.750000 Penalty: 5147.416504
	Iteration 3F: 3 clusters Score -4081866 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -4082584.500000 Penalty: 5147.416504
	Iteration 4Q: 3 clusters Score -4082584 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -4083318.000000 Penalty: 5147.416504
	Iteration 5Q: 3 clusters Score -4083318 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -4083994.000000 Penalty: 5147.416504
	Iteration 6Q: 3 clusters Score -4083994 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -4084604.750000 Penalty: 5147.416504
	Iteration 7Q: 3 clusters Score -4084605 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -4085152.750000 Penalty: 5147.416504
	Iteration 8Q: 3 clusters Score -4085153 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -4085583.500000 Penalty: 5147.416504
	Iteration 9Q: 3 clusters Score -4085584 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -4085961.500000 Penalty: 5147.416504
	Iteration 10Q: 3 clusters Score -4085962 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -4086288.250000 Penalty: 5147.416504
	Iteration 11Q: 3 clusters Score -4086288 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -4086612.750000 Penalty: 5147.416504
	Iteration 12Q: 3 clusters Score -4086613 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -4086915.500000 Penalty: 5147.416504
	Iteration 13Q: 3 clusters Score -4086916 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -4087228.000000 Penalty: 5147.416504
	Iteration 14Q: 3 clusters Score -4087228 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -4087568.250000 Penalty: 5147.416504
	Iteration 15Q: 3 clusters Score -4087568 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -4087864.500000 Penalty: 5147.416504
	Iteration 16Q: 3 clusters Score -4087864 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4088066.750000 Penalty: 5147.416504
	Iteration 17Q: 3 clusters Score -4088067 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -4088182.750000 Penalty: 5147.416504
	Iteration 18Q: 3 clusters Score -4088183 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -4088286.500000 Penalty: 5147.416504
	Iteration 19Q: 3 clusters Score -4088286 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -4088357.500000 Penalty: 5147.416504
	Iteration 20F: 3 clusters Score -4088358 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -4088407.500000 Penalty: 5147.416504
	Iteration 21Q: 3 clusters Score -4088408 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -4088437.750000 Penalty: 5147.416504
	Iteration 22Q: 3 clusters Score -4088438 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -4088473.000000 Penalty: 5147.416504
	Iteration 23Q: 3 clusters Score -4088473 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -4088527.000000 Penalty: 5147.416504
	Iteration 24Q: 3 clusters Score -4088527 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -4088570.250000 Penalty: 5147.416504
	Iteration 25Q: 3 clusters Score -4088570 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -4088618.000000 Penalty: 5147.416504
	Iteration 26Q: 3 clusters Score -4088618 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -4088663.750000 Penalty: 5147.416504
	Iteration 27Q: 3 clusters Score -4088664 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -4088730.500000 Penalty: 5147.416504
	Iteration 28Q: 3 clusters Score -4088730 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -4088779.250000 Penalty: 5147.416504
	Iteration 29Q: 3 clusters Score -4088779 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -4088827.250000 Penalty: 5147.416504
	Iteration 30Q: 3 clusters Score -4088827 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -4088876.250000 Penalty: 5147.416504
	Iteration 31Q: 3 clusters Score -4088876 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -4088912.000000 Penalty: 5147.416504
	Iteration 32Q: 3 clusters Score -4088912 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -4088968.500000 Penalty: 5147.416504
	Iteration 33Q: 3 clusters Score -4088968 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -4089009.000000 Penalty: 5147.416504
	Iteration 34Q: 3 clusters Score -4089009 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -4089060.000000 Penalty: 5147.416504
	Iteration 35Q: 3 clusters Score -4089060 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -4089123.250000 Penalty: 5147.416504
	Iteration 36Q: 3 clusters Score -4089123 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -4089190.250000 Penalty: 5147.416504
	Iteration 37Q: 3 clusters Score -4089190 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -4089280.000000 Penalty: 5147.416504
	Iteration 38Q: 3 clusters Score -4089280 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -4089398.750000 Penalty: 5147.416504
	Iteration 39Q: 3 clusters Score -4089399 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -4089528.000000 Penalty: 5147.416504
	Iteration 40F: 3 clusters Score -4089528 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -4089654.500000 Penalty: 5147.416504
	Iteration 41Q: 3 clusters Score -4089654 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -4089824.250000 Penalty: 5147.416504
	Iteration 42Q: 3 clusters Score -4089824 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -4089967.250000 Penalty: 5147.416504
	Iteration 43Q: 3 clusters Score -4089967 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -4090097.500000 Penalty: 5147.416504
	Iteration 44Q: 3 clusters Score -4090098 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -4090245.750000 Penalty: 5147.416504
	Iteration 45Q: 3 clusters Score -4090246 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -4090392.500000 Penalty: 5147.416504
	Iteration 46Q: 3 clusters Score -4090392 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -4090528.000000 Penalty: 5147.416504
	Iteration 47Q: 3 clusters Score -4090528 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -4090675.250000 Penalty: 5147.416504
	Iteration 48Q: 3 clusters Score -4090675 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -4090791.250000 Penalty: 5147.416504
	Iteration 49Q: 3 clusters Score -4090791 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -4090924.000000 Penalty: 5147.416504
	Iteration 50Q: 3 clusters Score -4090924 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -4091033.000000 Penalty: 5147.416504
	Iteration 51Q: 3 clusters Score -4091033 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -4091115.750000 Penalty: 5147.416504
	Iteration 52Q: 3 clusters Score -4091116 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -4091204.250000 Penalty: 5147.416504
	Iteration 53Q: 3 clusters Score -4091204 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -4091308.000000 Penalty: 5147.416504
	Iteration 54Q: 3 clusters Score -4091308 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -4091406.000000 Penalty: 5147.416504
	Iteration 55Q: 3 clusters Score -4091406 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -4091534.250000 Penalty: 5147.416504
	Iteration 56Q: 3 clusters Score -4091534 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -4091670.750000 Penalty: 5147.416504
	Iteration 57Q: 3 clusters Score -4091671 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -4091791.250000 Penalty: 5147.416504
	Iteration 58Q: 3 clusters Score -4091791 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -4091907.000000 Penalty: 5147.416504
	Iteration 59Q: 3 clusters Score -4091907 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -4092006.250000 Penalty: 5147.416504
	Iteration 60F: 3 clusters Score -4092006 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -4092086.500000 Penalty: 5147.416504
	Iteration 61Q: 3 clusters Score -4092086 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -4092178.750000 Penalty: 5147.416504
	Iteration 62Q: 3 clusters Score -4092179 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -4092253.250000 Penalty: 5147.416504
	Iteration 63Q: 3 clusters Score -4092253 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -4092352.000000 Penalty: 5147.416504
	Iteration 64Q: 3 clusters Score -4092352 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -4092435.500000 Penalty: 5147.416504
	Iteration 65Q: 3 clusters Score -4092436 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -4092494.250000 Penalty: 5147.416504
	Iteration 66Q: 3 clusters Score -4092494 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -4092538.000000 Penalty: 5147.416504
	Iteration 67Q: 3 clusters Score -4092538 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -4092582.250000 Penalty: 5147.416504
	Iteration 68Q: 3 clusters Score -4092582 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -4092598.750000 Penalty: 5147.416504
	Iteration 69Q: 3 clusters Score -4092599 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -4092631.000000 Penalty: 5147.416504
	Iteration 70Q: 3 clusters Score -4092631 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -4092656.250000 Penalty: 5147.416504
	Iteration 71Q: 3 clusters Score -4092656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4092668.000000 Penalty: 5147.416504
	Iteration 72Q: 3 clusters Score -4092668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -4092685.500000 Penalty: 5147.416504
	Iteration 73Q: 3 clusters Score -4092686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -4092705.000000 Penalty: 5147.416504
	Iteration 74Q: 3 clusters Score -4092705 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -4092725.250000 Penalty: 5147.416504
	Iteration 75Q: 3 clusters Score -4092725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -4092732.750000 Penalty: 5147.416504
	Iteration 76Q: 3 clusters Score -4092733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -4092742.750000 Penalty: 5147.416504
	Iteration 77Q: 3 clusters Score -4092743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -4092741.500000 Penalty: 5147.416504
	Iteration 78Q: 3 clusters Score -4092742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -4092754.000000 Penalty: 5147.416504
	Iteration 79Q: 3 clusters Score -4092754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -4092754.000000 Penalty: 5147.416504
	Iteration 80F: 3 clusters Score -4092754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -4092760.750000 Penalty: 5147.416504
	Iteration 81Q: 3 clusters Score -4092761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -4092763.500000 Penalty: 5147.416504
	Iteration 82Q: 3 clusters Score -4092764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -4092774.750000 Penalty: 5147.416504
	Iteration 83Q: 3 clusters Score -4092775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -4092779.250000 Penalty: 5147.416504
	Iteration 84Q: 3 clusters Score -4092779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -4092778.750000 Penalty: 5147.416504
	Iteration 85Q: 3 clusters Score -4092779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -4092774.750000 Penalty: 5147.416504
	Iteration 86Q: 3 clusters Score -4092775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -4092782.250000 Penalty: 5147.416504
	Iteration 87Q: 3 clusters Score -4092782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -4092783.000000 Penalty: 5147.416504
	Iteration 88Q: 3 clusters Score -4092783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -4092782.000000 Penalty: 5147.416504
	Iteration 89Q: 3 clusters Score -4092782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -4092786.750000 Penalty: 5147.416504
	Iteration 90Q: 3 clusters Score -4092787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -4092786.000000 Penalty: 5147.416504
	Iteration 91Q: 3 clusters Score -4092786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -4092789.250000 Penalty: 5147.416504
	Iteration 92Q: 3 clusters Score -4092789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -4092792.500000 Penalty: 5147.416504
	Iteration 93Q: 3 clusters Score -4092792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -4092790.750000 Penalty: 5147.416504
	Iteration 94Q: 3 clusters Score -4092791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -4092797.000000 Penalty: 5147.416504
	Iteration 95Q: 3 clusters Score -4092797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -4092796.500000 Penalty: 5147.416504
	Iteration 96Q: 3 clusters Score -4092796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -4092798.250000 Penalty: 5147.416504
	Iteration 97Q: 3 clusters Score -4092798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -4092792.250000 Penalty: 5147.416504
	Iteration 98Q: 3 clusters Score -4092792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -4092800.250000 Penalty: 5147.416504
	Iteration 99Q: 3 clusters Score -4092800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -4092803.750000 Penalty: 5147.416504
	Iteration 100F: 3 clusters Score -4092804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -4092810.000000 Penalty: 5147.416504
	Iteration 101Q: 3 clusters Score -4092810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -4092809.500000 Penalty: 5147.416504
	Iteration 102Q: 3 clusters Score -4092810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -4092809.250000 Penalty: 5147.416504
	Iteration 103Q: 3 clusters Score -4092809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -4092811.000000 Penalty: 5147.416504
	Iteration 104Q: 3 clusters Score -4092811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -4092814.250000 Penalty: 5147.416504
	Iteration 105Q: 3 clusters Score -4092814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -4092811.750000 Penalty: 5147.416504
	Iteration 106Q: 3 clusters Score -4092812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -4092813.250000 Penalty: 5147.416504
	Iteration 107Q: 3 clusters Score -4092813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -4092811.250000 Penalty: 5147.416504
	Iteration 108Q: 3 clusters Score -4092811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -4092810.500000 Penalty: 5147.416504
	Iteration 109Q: 3 clusters Score -4092810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -4092814.750000 Penalty: 5147.416504
	Iteration 110Q: 3 clusters Score -4092815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -4092815.750000 Penalty: 5147.416504
	Iteration 111Q: 3 clusters Score -4092816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -4092817.250000 Penalty: 5147.416504
	Iteration 112Q: 3 clusters Score -4092817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -4092820.000000 Penalty: 5147.416504
	Iteration 113Q: 3 clusters Score -4092820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -4092823.250000 Penalty: 5147.416504
	Iteration 114Q: 3 clusters Score -4092823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -4092822.250000 Penalty: 5147.416504
	Iteration 115Q: 3 clusters Score -4092822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -4092821.750000 Penalty: 5147.416504
	Iteration 116Q: 3 clusters Score -4092822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -4092818.750000 Penalty: 5147.416504
	Iteration 117Q: 3 clusters Score -4092819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -4092816.250000 Penalty: 5147.416504
	Iteration 118Q: 3 clusters Score -4092816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -4092816.500000 Penalty: 5147.416504
	Iteration 119Q: 3 clusters Score -4092816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -4092816.000000 Penalty: 5147.416504
	Iteration 120F: 3 clusters Score -4092816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -4092819.500000 Penalty: 5147.416504
	Iteration 121Q: 3 clusters Score -4092820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -4092818.500000 Penalty: 5147.416504
	Iteration 122Q: 3 clusters Score -4092818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -4092818.750000 Penalty: 5147.416504
	Iteration 123Q: 3 clusters Score -4092819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -4092818.750000 Penalty: 5147.416504
	Iteration 124F: 3 clusters Score -4092819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (158070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158070 members 
Entering Unmasked Estep 
Score: -21643454.000000 Penalty: 2968.756592
	Iteration 0F: 2 clusters Score -2.164345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -21540776.000000 Penalty: 5937.513184
	Iteration 0F: 3 clusters Score -2.154078e+07 nChanged 75766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 80280 members 
Entering Unmasked Estep 
Score: -21584860.000000 Penalty: 5937.513184
	Iteration 1F: 3 clusters Score -2.158486e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77253 members 
Mstep: Class 2 contains 80817 members 
Entering Unmasked Estep 
Score: -21585916.000000 Penalty: 5937.513184
	Iteration 2Q: 3 clusters Score -2.158592e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76496 members 
Mstep: Class 2 contains 81574 members 
Entering Unmasked Estep 
Score: -21587002.000000 Penalty: 5937.513184
	Iteration 3Q: 3 clusters Score -2.1587e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75448 members 
Mstep: Class 2 contains 82622 members 
Entering Unmasked Estep 
Score: -21588206.000000 Penalty: 5937.513184
	Iteration 4Q: 3 clusters Score -2.158821e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73783 members 
Mstep: Class 2 contains 84287 members 
Entering Unmasked Estep 
Score: -21590040.000000 Penalty: 5937.513184
	Iteration 5Q: 3 clusters Score -2.159004e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71463 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
Score: -21592606.000000 Penalty: 5937.513184
	Iteration 6Q: 3 clusters Score -2.159261e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68206 members 
Mstep: Class 2 contains 89864 members 
Entering Unmasked Estep 
Score: -21595880.000000 Penalty: 5937.513184
	Iteration 7Q: 3 clusters Score -2.159588e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 94312 members 
Entering Unmasked Estep 
Score: -21600556.000000 Penalty: 5937.513184
	Iteration 8F: 3 clusters Score -2.160056e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57976 members 
Mstep: Class 2 contains 100094 members 
Entering Unmasked Estep 
Score: -21606542.000000 Penalty: 5937.513184
	Iteration 9F: 3 clusters Score -2.160654e+07 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 106973 members 
Entering Unmasked Estep 
Score: -21612952.000000 Penalty: 5937.513184
	Iteration 10F: 3 clusters Score -2.161295e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 114499 members 
Entering Unmasked Estep 
Score: -21619356.000000 Penalty: 5937.513184
	Iteration 11F: 3 clusters Score -2.161936e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 122150 members 
Entering Unmasked Estep 
Score: -21625060.000000 Penalty: 5937.513184
	Iteration 12F: 3 clusters Score -2.162506e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 129301 members 
Entering Unmasked Estep 
Score: -21629812.000000 Penalty: 5937.513184
	Iteration 13Q: 3 clusters Score -2.162981e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 135585 members 
Entering Unmasked Estep 
Score: -21633240.000000 Penalty: 5937.513184
	Iteration 14Q: 3 clusters Score -2.163324e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 140870 members 
Entering Unmasked Estep 
Score: -21635974.000000 Penalty: 5937.513184
	Iteration 15Q: 3 clusters Score -2.163597e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 145100 members 
Entering Unmasked Estep 
Score: -21637846.000000 Penalty: 5937.513184
	Iteration 16Q: 3 clusters Score -2.163785e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 148239 members 
Entering Unmasked Estep 
Score: -21639202.000000 Penalty: 5937.513184
	Iteration 17Q: 3 clusters Score -2.16392e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 150473 members 
Entering Unmasked Estep 
Score: -21640006.000000 Penalty: 5937.513184
	Iteration 18Q: 3 clusters Score -2.164001e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 152028 members 
Entering Unmasked Estep 
Score: -21640566.000000 Penalty: 5937.513184
	Iteration 19Q: 3 clusters Score -2.164057e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 153137 members 
Entering Unmasked Estep 
Score: -21640880.000000 Penalty: 5937.513184
	Iteration 20F: 3 clusters Score -2.164088e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 153863 members 
Entering Unmasked Estep 
Score: -21641124.000000 Penalty: 5937.513184
	Iteration 21Q: 3 clusters Score -2.164112e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 154393 members 
Entering Unmasked Estep 
Score: -21641234.000000 Penalty: 5937.513184
	Iteration 22Q: 3 clusters Score -2.164123e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 154787 members 
Entering Unmasked Estep 
Score: -21641298.000000 Penalty: 5937.513184
	Iteration 23Q: 3 clusters Score -2.16413e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 155091 members 
Entering Unmasked Estep 
Score: -21641404.000000 Penalty: 5937.513184
	Iteration 24Q: 3 clusters Score -2.16414e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 155343 members 
Entering Unmasked Estep 
Score: -21641520.000000 Penalty: 5937.513184
	Iteration 25Q: 3 clusters Score -2.164152e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 155506 members 
Entering Unmasked Estep 
Score: -21641566.000000 Penalty: 5937.513184
	Iteration 26Q: 3 clusters Score -2.164157e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 155661 members 
Entering Unmasked Estep 
Score: -21641602.000000 Penalty: 5937.513184
	Iteration 27Q: 3 clusters Score -2.16416e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 155766 members 
Entering Unmasked Estep 
Score: -21641608.000000 Penalty: 5937.513184
	Iteration 28Q: 3 clusters Score -2.164161e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 155840 members 
Entering Unmasked Estep 
Score: -21641660.000000 Penalty: 5937.513184
	Iteration 29Q: 3 clusters Score -2.164166e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 155920 members 
Entering Unmasked Estep 
Score: -21641682.000000 Penalty: 5937.513184
	Iteration 30Q: 3 clusters Score -2.164168e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 155979 members 
Entering Unmasked Estep 
Score: -21641702.000000 Penalty: 5937.513184
	Iteration 31Q: 3 clusters Score -2.16417e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 156028 members 
Entering Unmasked Estep 
Score: -21641724.000000 Penalty: 5937.513184
	Iteration 32Q: 3 clusters Score -2.164172e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 156070 members 
Entering Unmasked Estep 
Score: -21641726.000000 Penalty: 5937.513184
	Iteration 33Q: 3 clusters Score -2.164173e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 156105 members 
Entering Unmasked Estep 
Score: -21641738.000000 Penalty: 5937.513184
	Iteration 34Q: 3 clusters Score -2.164174e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 156145 members 
Entering Unmasked Estep 
Score: -21641776.000000 Penalty: 5937.513184
	Iteration 35Q: 3 clusters Score -2.164178e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 156170 members 
Entering Unmasked Estep 
Score: -21641768.000000 Penalty: 5937.513184
	Iteration 36Q: 3 clusters Score -2.164177e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 156201 members 
Entering Unmasked Estep 
Score: -21641754.000000 Penalty: 5937.513184
	Iteration 37Q: 3 clusters Score -2.164175e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 156218 members 
Entering Unmasked Estep 
Score: -21641768.000000 Penalty: 5937.513184
	Iteration 38Q: 3 clusters Score -2.164177e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 156237 members 
Entering Unmasked Estep 
Score: -21641794.000000 Penalty: 5937.513184
	Iteration 39Q: 3 clusters Score -2.164179e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 156246 members 
Entering Unmasked Estep 
Score: -21641802.000000 Penalty: 5937.513184
	Iteration 40F: 3 clusters Score -2.16418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 156255 members 
Entering Unmasked Estep 
Score: -21641796.000000 Penalty: 5937.513184
	Iteration 41Q: 3 clusters Score -2.16418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 156265 members 
Entering Unmasked Estep 
Score: -21641792.000000 Penalty: 5937.513184
	Iteration 42Q: 3 clusters Score -2.164179e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 156268 members 
Entering Unmasked Estep 
Score: -21641784.000000 Penalty: 5937.513184
	Iteration 43Q: 3 clusters Score -2.164178e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 156275 members 
Entering Unmasked Estep 
Score: -21641768.000000 Penalty: 5937.513184
	Iteration 44Q: 3 clusters Score -2.164177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 156281 members 
Entering Unmasked Estep 
Score: -21641754.000000 Penalty: 5937.513184
	Iteration 45Q: 3 clusters Score -2.164175e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 156283 members 
Entering Unmasked Estep 
Score: -21641744.000000 Penalty: 5937.513184
	Iteration 46Q: 3 clusters Score -2.164174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 156286 members 
Entering Unmasked Estep 
Score: -21641774.000000 Penalty: 5937.513184
	Iteration 47Q: 3 clusters Score -2.164177e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 156286 members 
Entering Unmasked Estep 
Score: -21641792.000000 Penalty: 5937.513184
	Iteration 48Q: 3 clusters Score -2.164179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 156291 members 
Entering Unmasked Estep 
Score: -21641786.000000 Penalty: 5937.513184
	Iteration 49Q: 3 clusters Score -2.164179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 156298 members 
Entering Unmasked Estep 
Score: -21641790.000000 Penalty: 5937.513184
	Iteration 50Q: 3 clusters Score -2.164179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 156305 members 
Entering Unmasked Estep 
Score: -21641786.000000 Penalty: 5937.513184
	Iteration 51Q: 3 clusters Score -2.164179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 156310 members 
Entering Unmasked Estep 
Score: -21641798.000000 Penalty: 5937.513184
	Iteration 52Q: 3 clusters Score -2.16418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 156316 members 
Entering Unmasked Estep 
Score: -21641800.000000 Penalty: 5937.513184
	Iteration 53Q: 3 clusters Score -2.16418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 156319 members 
Entering Unmasked Estep 
Score: -21641812.000000 Penalty: 5937.513184
	Iteration 54Q: 3 clusters Score -2.164181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 156320 members 
Entering Unmasked Estep 
Score: -21641816.000000 Penalty: 5937.513184
	Iteration 55Q: 3 clusters Score -2.164182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 156322 members 
Entering Unmasked Estep 
Score: -21641804.000000 Penalty: 5937.513184
	Iteration 56Q: 3 clusters Score -2.16418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 156323 members 
Entering Unmasked Estep 
Score: -21641806.000000 Penalty: 5937.513184
	Iteration 57Q: 3 clusters Score -2.164181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 156325 members 
Entering Unmasked Estep 
Score: -21641794.000000 Penalty: 5937.513184
	Iteration 58Q: 3 clusters Score -2.164179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 156326 members 
Entering Unmasked Estep 
Score: -21641808.000000 Penalty: 5937.513184
	Iteration 59Q: 3 clusters Score -2.164181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 156328 members 
Entering Unmasked Estep 
Score: -21641814.000000 Penalty: 5937.513184
	Iteration 60F: 3 clusters Score -2.164181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 156329 members 
Entering Unmasked Estep 
Score: -21641814.000000 Penalty: 5937.513184
	Iteration 61Q: 3 clusters Score -2.164181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 156330 members 
Entering Unmasked Estep 
Score: -21641814.000000 Penalty: 5937.513184
	Iteration 62Q: 3 clusters Score -2.164181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 156330 members 
Entering Unmasked Estep 
Score: -21641814.000000 Penalty: 5937.513184
	Iteration 63F: 3 clusters Score -2.164181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Entering Unmasked Estep 
Score: -2289367.000000 Penalty: 2432.907227
	Iteration 0F: 2 clusters Score -2289367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2276413.500000 Penalty: 4865.814453
	Iteration 0F: 3 clusters Score -2276414 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2280872.000000 Penalty: 4865.814453
	Iteration 1F: 3 clusters Score -2280872 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2281500.500000 Penalty: 4865.814453
	Iteration 2F: 3 clusters Score -2281500 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2282098.000000 Penalty: 4865.814453
	Iteration 3F: 3 clusters Score -2282098 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2282663.000000 Penalty: 4865.814453
	Iteration 4F: 3 clusters Score -2282663 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2283157.250000 Penalty: 4865.814453
	Iteration 5F: 3 clusters Score -2283157 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2283535.750000 Penalty: 4865.814453
	Iteration 6Q: 3 clusters Score -2283536 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2283850.500000 Penalty: 4865.814453
	Iteration 7Q: 3 clusters Score -2283850 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2284107.250000 Penalty: 4865.814453
	Iteration 8Q: 3 clusters Score -2284107 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2284331.000000 Penalty: 4865.814453
	Iteration 9Q: 3 clusters Score -2284331 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2284528.500000 Penalty: 4865.814453
	Iteration 10Q: 3 clusters Score -2284528 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2284704.500000 Penalty: 4865.814453
	Iteration 11Q: 3 clusters Score -2284704 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2284871.500000 Penalty: 4865.814453
	Iteration 12Q: 3 clusters Score -2284872 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2285039.250000 Penalty: 4865.814453
	Iteration 13Q: 3 clusters Score -2285039 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2285185.250000 Penalty: 4865.814453
	Iteration 14Q: 3 clusters Score -2285185 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2285313.750000 Penalty: 4865.814453
	Iteration 15Q: 3 clusters Score -2285314 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2285415.000000 Penalty: 4865.814453
	Iteration 16Q: 3 clusters Score -2285415 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2285494.750000 Penalty: 4865.814453
	Iteration 17Q: 3 clusters Score -2285495 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2285567.500000 Penalty: 4865.814453
	Iteration 18Q: 3 clusters Score -2285568 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2285622.000000 Penalty: 4865.814453
	Iteration 19Q: 3 clusters Score -2285622 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2285652.500000 Penalty: 4865.814453
	Iteration 20F: 3 clusters Score -2285652 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2285686.750000 Penalty: 4865.814453
	Iteration 21Q: 3 clusters Score -2285687 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2285713.500000 Penalty: 4865.814453
	Iteration 22Q: 3 clusters Score -2285714 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2285716.750000 Penalty: 4865.814453
	Iteration 23Q: 3 clusters Score -2285717 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2285740.000000 Penalty: 4865.814453
	Iteration 24Q: 3 clusters Score -2285740 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2285746.250000 Penalty: 4865.814453
	Iteration 25Q: 3 clusters Score -2285746 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2285760.750000 Penalty: 4865.814453
	Iteration 26Q: 3 clusters Score -2285761 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2285774.250000 Penalty: 4865.814453
	Iteration 27Q: 3 clusters Score -2285774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2285775.250000 Penalty: 4865.814453
	Iteration 28Q: 3 clusters Score -2285775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2285786.750000 Penalty: 4865.814453
	Iteration 29Q: 3 clusters Score -2285787 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2285793.250000 Penalty: 4865.814453
	Iteration 30Q: 3 clusters Score -2285793 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2285797.500000 Penalty: 4865.814453
	Iteration 31Q: 3 clusters Score -2285798 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2285810.000000 Penalty: 4865.814453
	Iteration 32Q: 3 clusters Score -2285810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2285811.750000 Penalty: 4865.814453
	Iteration 33Q: 3 clusters Score -2285812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2285818.250000 Penalty: 4865.814453
	Iteration 34Q: 3 clusters Score -2285818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2285824.500000 Penalty: 4865.814453
	Iteration 35Q: 3 clusters Score -2285824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2285830.750000 Penalty: 4865.814453
	Iteration 36Q: 3 clusters Score -2285831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2285833.750000 Penalty: 4865.814453
	Iteration 37Q: 3 clusters Score -2285834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2285833.250000 Penalty: 4865.814453
	Iteration 38Q: 3 clusters Score -2285833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2285837.750000 Penalty: 4865.814453
	Iteration 39Q: 3 clusters Score -2285838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2285842.750000 Penalty: 4865.814453
	Iteration 40F: 3 clusters Score -2285843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2285845.250000 Penalty: 4865.814453
	Iteration 41Q: 3 clusters Score -2285845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2285849.500000 Penalty: 4865.814453
	Iteration 42Q: 3 clusters Score -2285850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2285849.500000 Penalty: 4865.814453
	Iteration 43Q: 3 clusters Score -2285850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2285850.250000 Penalty: 4865.814453
	Iteration 44Q: 3 clusters Score -2285850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2285859.000000 Penalty: 4865.814453
	Iteration 45Q: 3 clusters Score -2285859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2285858.750000 Penalty: 4865.814453
	Iteration 46Q: 3 clusters Score -2285859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2285863.000000 Penalty: 4865.814453
	Iteration 47Q: 3 clusters Score -2285863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2285868.500000 Penalty: 4865.814453
	Iteration 48Q: 3 clusters Score -2285868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2285873.500000 Penalty: 4865.814453
	Iteration 49Q: 3 clusters Score -2285874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2285879.750000 Penalty: 4865.814453
	Iteration 50Q: 3 clusters Score -2285880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2285887.250000 Penalty: 4865.814453
	Iteration 51Q: 3 clusters Score -2285887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2285890.000000 Penalty: 4865.814453
	Iteration 52Q: 3 clusters Score -2285890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2285887.000000 Penalty: 4865.814453
	Iteration 53Q: 3 clusters Score -2285887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2285886.000000 Penalty: 4865.814453
	Iteration 54Q: 3 clusters Score -2285886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2285892.500000 Penalty: 4865.814453
	Iteration 55Q: 3 clusters Score -2285892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2285889.750000 Penalty: 4865.814453
	Iteration 56Q: 3 clusters Score -2285890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2285892.750000 Penalty: 4865.814453
	Iteration 57Q: 3 clusters Score -2285893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2285887.750000 Penalty: 4865.814453
	Iteration 58Q: 3 clusters Score -2285888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2285885.750000 Penalty: 4865.814453
	Iteration 59Q: 3 clusters Score -2285886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2285883.500000 Penalty: 4865.814453
	Iteration 60F: 3 clusters Score -2285884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2285887.500000 Penalty: 4865.814453
	Iteration 61Q: 3 clusters Score -2285888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2285886.250000 Penalty: 4865.814453
	Iteration 62Q: 3 clusters Score -2285886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2285885.000000 Penalty: 4865.814453
	Iteration 63Q: 3 clusters Score -2285885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2285897.000000 Penalty: 4865.814453
	Iteration 64Q: 3 clusters Score -2285897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2285896.000000 Penalty: 4865.814453
	Iteration 65Q: 3 clusters Score -2285896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2285900.500000 Penalty: 4865.814453
	Iteration 66Q: 3 clusters Score -2285900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2285900.500000 Penalty: 4865.814453
	Iteration 67Q: 3 clusters Score -2285900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2285902.750000 Penalty: 4865.814453
	Iteration 68Q: 3 clusters Score -2285903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2285898.500000 Penalty: 4865.814453
	Iteration 69Q: 3 clusters Score -2285898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2285903.750000 Penalty: 4865.814453
	Iteration 70Q: 3 clusters Score -2285904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2285902.750000 Penalty: 4865.814453
	Iteration 71Q: 3 clusters Score -2285903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2285902.500000 Penalty: 4865.814453
	Iteration 72Q: 3 clusters Score -2285902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2285901.000000 Penalty: 4865.814453
	Iteration 73Q: 3 clusters Score -2285901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2285901.000000 Penalty: 4865.814453
	Iteration 74Q: 3 clusters Score -2285901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2285906.000000 Penalty: 4865.814453
	Iteration 75Q: 3 clusters Score -2285906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2285907.250000 Penalty: 4865.814453
	Iteration 76Q: 3 clusters Score -2285907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2285907.000000 Penalty: 4865.814453
	Iteration 77Q: 3 clusters Score -2285907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2285914.000000 Penalty: 4865.814453
	Iteration 78Q: 3 clusters Score -2285914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2285912.500000 Penalty: 4865.814453
	Iteration 79Q: 3 clusters Score -2285912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2285913.000000 Penalty: 4865.814453
	Iteration 80F: 3 clusters Score -2285913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2285913.500000 Penalty: 4865.814453
	Iteration 81Q: 3 clusters Score -2285914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2285912.000000 Penalty: 4865.814453
	Iteration 82Q: 3 clusters Score -2285912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2285911.500000 Penalty: 4865.814453
	Iteration 83Q: 3 clusters Score -2285912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2285913.250000 Penalty: 4865.814453
	Iteration 84Q: 3 clusters Score -2285913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2285912.000000 Penalty: 4865.814453
	Iteration 85Q: 3 clusters Score -2285912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2285912.000000 Penalty: 4865.814453
	Iteration 86F: 3 clusters Score -2285912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Entering Unmasked Estep 
Score: -459365.437500 Penalty: 2020.240112
	Iteration 0F: 2 clusters Score -459365.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -455829.812500 Penalty: 4040.480225
	Iteration 0F: 3 clusters Score -455829.8 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -456559.687500 Penalty: 4040.480225
	Iteration 1F: 3 clusters Score -456559.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -456720.093750 Penalty: 4040.480225
	Iteration 2F: 3 clusters Score -456720.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -456789.968750 Penalty: 4040.480225
	Iteration 3Q: 3 clusters Score -456790 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -456833.625000 Penalty: 4040.480225
	Iteration 4Q: 3 clusters Score -456833.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -456864.312500 Penalty: 4040.480225
	Iteration 5Q: 3 clusters Score -456864.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -456886.062500 Penalty: 4040.480225
	Iteration 6Q: 3 clusters Score -456886.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -456901.250000 Penalty: 4040.480225
	Iteration 7Q: 3 clusters Score -456901.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -456914.531250 Penalty: 4040.480225
	Iteration 8Q: 3 clusters Score -456914.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -456925.937500 Penalty: 4040.480225
	Iteration 9Q: 3 clusters Score -456925.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -456935.093750 Penalty: 4040.480225
	Iteration 10Q: 3 clusters Score -456935.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -456943.750000 Penalty: 4040.480225
	Iteration 11Q: 3 clusters Score -456943.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -456948.781250 Penalty: 4040.480225
	Iteration 12Q: 3 clusters Score -456948.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -456956.562500 Penalty: 4040.480225
	Iteration 13Q: 3 clusters Score -456956.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -456963.500000 Penalty: 4040.480225
	Iteration 14Q: 3 clusters Score -456963.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -456972.718750 Penalty: 4040.480225
	Iteration 15Q: 3 clusters Score -456972.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -456977.062500 Penalty: 4040.480225
	Iteration 16Q: 3 clusters Score -456977.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -456981.312500 Penalty: 4040.480225
	Iteration 17Q: 3 clusters Score -456981.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -456985.875000 Penalty: 4040.480225
	Iteration 18Q: 3 clusters Score -456985.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -456991.781250 Penalty: 4040.480225
	Iteration 19Q: 3 clusters Score -456991.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -456998.531250 Penalty: 4040.480225
	Iteration 20F: 3 clusters Score -456998.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -457008.281250 Penalty: 4040.480225
	Iteration 21Q: 3 clusters Score -457008.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -457019.093750 Penalty: 4040.480225
	Iteration 22Q: 3 clusters Score -457019.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -457032.281250 Penalty: 4040.480225
	Iteration 23Q: 3 clusters Score -457032.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -457039.281250 Penalty: 4040.480225
	Iteration 24Q: 3 clusters Score -457039.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -457044.656250 Penalty: 4040.480225
	Iteration 25Q: 3 clusters Score -457044.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -457048.968750 Penalty: 4040.480225
	Iteration 26Q: 3 clusters Score -457049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -457052.375000 Penalty: 4040.480225
	Iteration 27Q: 3 clusters Score -457052.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -457056.031250 Penalty: 4040.480225
	Iteration 28Q: 3 clusters Score -457056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -457059.125000 Penalty: 4040.480225
	Iteration 29Q: 3 clusters Score -457059.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -457061.062500 Penalty: 4040.480225
	Iteration 30Q: 3 clusters Score -457061.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -457062.843750 Penalty: 4040.480225
	Iteration 31Q: 3 clusters Score -457062.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -457063.312500 Penalty: 4040.480225
	Iteration 32Q: 3 clusters Score -457063.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -457065.250000 Penalty: 4040.480225
	Iteration 33Q: 3 clusters Score -457065.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -457066.093750 Penalty: 4040.480225
	Iteration 34Q: 3 clusters Score -457066.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -457067.906250 Penalty: 4040.480225
	Iteration 35Q: 3 clusters Score -457067.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -457068.218750 Penalty: 4040.480225
	Iteration 36Q: 3 clusters Score -457068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -457070.062500 Penalty: 4040.480225
	Iteration 37Q: 3 clusters Score -457070.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -457071.656250 Penalty: 4040.480225
	Iteration 38Q: 3 clusters Score -457071.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -457074.343750 Penalty: 4040.480225
	Iteration 39Q: 3 clusters Score -457074.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -457075.375000 Penalty: 4040.480225
	Iteration 40F: 3 clusters Score -457075.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -457077.625000 Penalty: 4040.480225
	Iteration 41Q: 3 clusters Score -457077.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -457079.656250 Penalty: 4040.480225
	Iteration 42Q: 3 clusters Score -457079.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -457081.375000 Penalty: 4040.480225
	Iteration 43Q: 3 clusters Score -457081.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -457082.718750 Penalty: 4040.480225
	Iteration 44Q: 3 clusters Score -457082.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -457085.375000 Penalty: 4040.480225
	Iteration 45Q: 3 clusters Score -457085.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -457088.531250 Penalty: 4040.480225
	Iteration 46Q: 3 clusters Score -457088.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -457091.406250 Penalty: 4040.480225
	Iteration 47Q: 3 clusters Score -457091.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -457096.656250 Penalty: 4040.480225
	Iteration 48Q: 3 clusters Score -457096.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -457098.781250 Penalty: 4040.480225
	Iteration 49Q: 3 clusters Score -457098.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -457102.843750 Penalty: 4040.480225
	Iteration 50Q: 3 clusters Score -457102.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -457106.062500 Penalty: 4040.480225
	Iteration 51Q: 3 clusters Score -457106.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -457111.000000 Penalty: 4040.480225
	Iteration 52Q: 3 clusters Score -457111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -457114.250000 Penalty: 4040.480225
	Iteration 53Q: 3 clusters Score -457114.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -457116.468750 Penalty: 4040.480225
	Iteration 54Q: 3 clusters Score -457116.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -457122.406250 Penalty: 4040.480225
	Iteration 55Q: 3 clusters Score -457122.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -457127.531250 Penalty: 4040.480225
	Iteration 56Q: 3 clusters Score -457127.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -457132.343750 Penalty: 4040.480225
	Iteration 57Q: 3 clusters Score -457132.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -457136.437500 Penalty: 4040.480225
	Iteration 58Q: 3 clusters Score -457136.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -457140.875000 Penalty: 4040.480225
	Iteration 59Q: 3 clusters Score -457140.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -457144.812500 Penalty: 4040.480225
	Iteration 60F: 3 clusters Score -457144.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -457148.562500 Penalty: 4040.480225
	Iteration 61Q: 3 clusters Score -457148.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -457151.218750 Penalty: 4040.480225
	Iteration 62Q: 3 clusters Score -457151.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -457154.625000 Penalty: 4040.480225
	Iteration 63Q: 3 clusters Score -457154.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -457159.250000 Penalty: 4040.480225
	Iteration 64Q: 3 clusters Score -457159.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -457161.875000 Penalty: 4040.480225
	Iteration 65Q: 3 clusters Score -457161.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -457165.531250 Penalty: 4040.480225
	Iteration 66Q: 3 clusters Score -457165.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -457168.343750 Penalty: 4040.480225
	Iteration 67Q: 3 clusters Score -457168.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -457171.281250 Penalty: 4040.480225
	Iteration 68Q: 3 clusters Score -457171.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -457176.781250 Penalty: 4040.480225
	Iteration 69Q: 3 clusters Score -457176.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -457182.281250 Penalty: 4040.480225
	Iteration 70Q: 3 clusters Score -457182.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -457191.687500 Penalty: 4040.480225
	Iteration 71Q: 3 clusters Score -457191.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -457200.312500 Penalty: 4040.480225
	Iteration 72Q: 3 clusters Score -457200.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -457214.156250 Penalty: 4040.480225
	Iteration 73Q: 3 clusters Score -457214.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -457225.093750 Penalty: 4040.480225
	Iteration 74Q: 3 clusters Score -457225.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -457233.687500 Penalty: 4040.480225
	Iteration 75Q: 3 clusters Score -457233.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -457240.625000 Penalty: 4040.480225
	Iteration 76Q: 3 clusters Score -457240.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -457244.687500 Penalty: 4040.480225
	Iteration 77Q: 3 clusters Score -457244.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -457248.656250 Penalty: 4040.480225
	Iteration 78Q: 3 clusters Score -457248.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -457255.062500 Penalty: 4040.480225
	Iteration 79Q: 3 clusters Score -457255.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -457262.000000 Penalty: 4040.480225
	Iteration 80F: 3 clusters Score -457262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -457267.000000 Penalty: 4040.480225
	Iteration 81Q: 3 clusters Score -457267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -457269.218750 Penalty: 4040.480225
	Iteration 82Q: 3 clusters Score -457269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -457269.968750 Penalty: 4040.480225
	Iteration 83Q: 3 clusters Score -457270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -457269.968750 Penalty: 4040.480225
	Iteration 84F: 3 clusters Score -457270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Entering Unmasked Estep 
Score: -1270910.875000 Penalty: 2294.320068
	Iteration 0F: 2 clusters Score -1270911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1263055.500000 Penalty: 4588.640137
	Iteration 0F: 3 clusters Score -1263056 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1265541.875000 Penalty: 4588.640137
	Iteration 1F: 3 clusters Score -1265542 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1266061.875000 Penalty: 4588.640137
	Iteration 2F: 3 clusters Score -1266062 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1266610.750000 Penalty: 4588.640137
	Iteration 3F: 3 clusters Score -1266611 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1267096.125000 Penalty: 4588.640137
	Iteration 4F: 3 clusters Score -1267096 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1267443.875000 Penalty: 4588.640137
	Iteration 5F: 3 clusters Score -1267444 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1267720.625000 Penalty: 4588.640137
	Iteration 6Q: 3 clusters Score -1267721 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1267933.250000 Penalty: 4588.640137
	Iteration 7Q: 3 clusters Score -1267933 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1268067.250000 Penalty: 4588.640137
	Iteration 8Q: 3 clusters Score -1268067 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1268154.750000 Penalty: 4588.640137
	Iteration 9Q: 3 clusters Score -1268155 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1268244.125000 Penalty: 4588.640137
	Iteration 10Q: 3 clusters Score -1268244 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1268333.625000 Penalty: 4588.640137
	Iteration 11Q: 3 clusters Score -1268334 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1268396.000000 Penalty: 4588.640137
	Iteration 12Q: 3 clusters Score -1268396 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1268443.750000 Penalty: 4588.640137
	Iteration 13Q: 3 clusters Score -1268444 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1268488.250000 Penalty: 4588.640137
	Iteration 14Q: 3 clusters Score -1268488 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1268531.625000 Penalty: 4588.640137
	Iteration 15Q: 3 clusters Score -1268532 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1268566.250000 Penalty: 4588.640137
	Iteration 16Q: 3 clusters Score -1268566 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1268605.000000 Penalty: 4588.640137
	Iteration 17Q: 3 clusters Score -1268605 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1268636.625000 Penalty: 4588.640137
	Iteration 18Q: 3 clusters Score -1268637 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1268663.125000 Penalty: 4588.640137
	Iteration 19Q: 3 clusters Score -1268663 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1268686.500000 Penalty: 4588.640137
	Iteration 20F: 3 clusters Score -1268686 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1268713.750000 Penalty: 4588.640137
	Iteration 21Q: 3 clusters Score -1268714 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1268740.500000 Penalty: 4588.640137
	Iteration 22Q: 3 clusters Score -1268740 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1268755.750000 Penalty: 4588.640137
	Iteration 23Q: 3 clusters Score -1268756 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1268760.750000 Penalty: 4588.640137
	Iteration 24Q: 3 clusters Score -1268761 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1268770.875000 Penalty: 4588.640137
	Iteration 25Q: 3 clusters Score -1268771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1268778.250000 Penalty: 4588.640137
	Iteration 26Q: 3 clusters Score -1268778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1268785.625000 Penalty: 4588.640137
	Iteration 27Q: 3 clusters Score -1268786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1268793.750000 Penalty: 4588.640137
	Iteration 28Q: 3 clusters Score -1268794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1268803.875000 Penalty: 4588.640137
	Iteration 29Q: 3 clusters Score -1268804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1268815.000000 Penalty: 4588.640137
	Iteration 30Q: 3 clusters Score -1268815 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1268821.625000 Penalty: 4588.640137
	Iteration 31Q: 3 clusters Score -1268822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1268831.375000 Penalty: 4588.640137
	Iteration 32Q: 3 clusters Score -1268831 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1268844.125000 Penalty: 4588.640137
	Iteration 33Q: 3 clusters Score -1268844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1268852.250000 Penalty: 4588.640137
	Iteration 34Q: 3 clusters Score -1268852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1268860.500000 Penalty: 4588.640137
	Iteration 35Q: 3 clusters Score -1268860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1268870.750000 Penalty: 4588.640137
	Iteration 36Q: 3 clusters Score -1268871 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1268885.000000 Penalty: 4588.640137
	Iteration 37Q: 3 clusters Score -1268885 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1268893.750000 Penalty: 4588.640137
	Iteration 38Q: 3 clusters Score -1268894 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1268915.125000 Penalty: 4588.640137
	Iteration 39Q: 3 clusters Score -1268915 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1268928.875000 Penalty: 4588.640137
	Iteration 40F: 3 clusters Score -1268929 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1268952.125000 Penalty: 4588.640137
	Iteration 41Q: 3 clusters Score -1268952 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1268967.375000 Penalty: 4588.640137
	Iteration 42Q: 3 clusters Score -1268967 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1268985.250000 Penalty: 4588.640137
	Iteration 43Q: 3 clusters Score -1268985 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1269000.750000 Penalty: 4588.640137
	Iteration 44Q: 3 clusters Score -1269001 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1269015.625000 Penalty: 4588.640137
	Iteration 45Q: 3 clusters Score -1269016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1269023.875000 Penalty: 4588.640137
	Iteration 46Q: 3 clusters Score -1269024 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1269040.875000 Penalty: 4588.640137
	Iteration 47Q: 3 clusters Score -1269041 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1269054.375000 Penalty: 4588.640137
	Iteration 48Q: 3 clusters Score -1269054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1269065.125000 Penalty: 4588.640137
	Iteration 49Q: 3 clusters Score -1269065 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1269077.250000 Penalty: 4588.640137
	Iteration 50Q: 3 clusters Score -1269077 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1269088.875000 Penalty: 4588.640137
	Iteration 51Q: 3 clusters Score -1269089 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1269104.125000 Penalty: 4588.640137
	Iteration 52Q: 3 clusters Score -1269104 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1269116.125000 Penalty: 4588.640137
	Iteration 53Q: 3 clusters Score -1269116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1269130.000000 Penalty: 4588.640137
	Iteration 54Q: 3 clusters Score -1269130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1269143.125000 Penalty: 4588.640137
	Iteration 55Q: 3 clusters Score -1269143 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1269155.125000 Penalty: 4588.640137
	Iteration 56Q: 3 clusters Score -1269155 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1269166.875000 Penalty: 4588.640137
	Iteration 57Q: 3 clusters Score -1269167 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1269182.375000 Penalty: 4588.640137
	Iteration 58Q: 3 clusters Score -1269182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1269189.625000 Penalty: 4588.640137
	Iteration 59Q: 3 clusters Score -1269190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1269196.875000 Penalty: 4588.640137
	Iteration 60F: 3 clusters Score -1269197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1269209.500000 Penalty: 4588.640137
	Iteration 61Q: 3 clusters Score -1269210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1269217.250000 Penalty: 4588.640137
	Iteration 62Q: 3 clusters Score -1269217 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1269237.625000 Penalty: 4588.640137
	Iteration 63Q: 3 clusters Score -1269238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1269254.500000 Penalty: 4588.640137
	Iteration 64Q: 3 clusters Score -1269254 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1269273.875000 Penalty: 4588.640137
	Iteration 65Q: 3 clusters Score -1269274 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1269306.250000 Penalty: 4588.640137
	Iteration 66Q: 3 clusters Score -1269306 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1269329.250000 Penalty: 4588.640137
	Iteration 67Q: 3 clusters Score -1269329 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1269354.750000 Penalty: 4588.640137
	Iteration 68Q: 3 clusters Score -1269355 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1269374.750000 Penalty: 4588.640137
	Iteration 69Q: 3 clusters Score -1269375 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1269392.750000 Penalty: 4588.640137
	Iteration 70Q: 3 clusters Score -1269393 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1269423.250000 Penalty: 4588.640137
	Iteration 71Q: 3 clusters Score -1269423 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1269450.000000 Penalty: 4588.640137
	Iteration 72Q: 3 clusters Score -1269450 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1269484.750000 Penalty: 4588.640137
	Iteration 73Q: 3 clusters Score -1269485 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1269533.250000 Penalty: 4588.640137
	Iteration 74Q: 3 clusters Score -1269533 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1269575.750000 Penalty: 4588.640137
	Iteration 75Q: 3 clusters Score -1269576 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1269609.750000 Penalty: 4588.640137
	Iteration 76Q: 3 clusters Score -1269610 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1269651.875000 Penalty: 4588.640137
	Iteration 77Q: 3 clusters Score -1269652 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1269683.250000 Penalty: 4588.640137
	Iteration 78Q: 3 clusters Score -1269683 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1269713.500000 Penalty: 4588.640137
	Iteration 79Q: 3 clusters Score -1269714 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1269738.125000 Penalty: 4588.640137
	Iteration 80F: 3 clusters Score -1269738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1269759.125000 Penalty: 4588.640137
	Iteration 81Q: 3 clusters Score -1269759 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1269772.875000 Penalty: 4588.640137
	Iteration 82Q: 3 clusters Score -1269773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1269791.875000 Penalty: 4588.640137
	Iteration 83Q: 3 clusters Score -1269792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1269803.750000 Penalty: 4588.640137
	Iteration 84Q: 3 clusters Score -1269804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1269817.750000 Penalty: 4588.640137
	Iteration 85Q: 3 clusters Score -1269818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1269822.375000 Penalty: 4588.640137
	Iteration 86Q: 3 clusters Score -1269822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1269827.250000 Penalty: 4588.640137
	Iteration 87Q: 3 clusters Score -1269827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1269831.250000 Penalty: 4588.640137
	Iteration 88Q: 3 clusters Score -1269831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1269832.875000 Penalty: 4588.640137
	Iteration 89Q: 3 clusters Score -1269833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1269838.750000 Penalty: 4588.640137
	Iteration 90Q: 3 clusters Score -1269839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1269844.500000 Penalty: 4588.640137
	Iteration 91Q: 3 clusters Score -1269844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1269848.500000 Penalty: 4588.640137
	Iteration 92Q: 3 clusters Score -1269848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1269853.625000 Penalty: 4588.640137
	Iteration 93Q: 3 clusters Score -1269854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1269855.375000 Penalty: 4588.640137
	Iteration 94Q: 3 clusters Score -1269855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1269859.125000 Penalty: 4588.640137
	Iteration 95Q: 3 clusters Score -1269859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1269857.250000 Penalty: 4588.640137
	Iteration 96Q: 3 clusters Score -1269857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1269857.875000 Penalty: 4588.640137
	Iteration 97Q: 3 clusters Score -1269858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1269857.625000 Penalty: 4588.640137
	Iteration 98Q: 3 clusters Score -1269858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1269857.625000 Penalty: 4588.640137
	Iteration 99F: 3 clusters Score -1269858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -576198.875000 Penalty: 2090.233643
	Iteration 0F: 2 clusters Score -576198.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -571960.250000 Penalty: 4180.467285
	Iteration 0F: 3 clusters Score -571960.2 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -573064.125000 Penalty: 4180.467285
	Iteration 1F: 3 clusters Score -573064.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -573491.125000 Penalty: 4180.467285
	Iteration 2F: 3 clusters Score -573491.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -573811.812500 Penalty: 4180.467285
	Iteration 3F: 3 clusters Score -573811.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -574118.375000 Penalty: 4180.467285
	Iteration 4F: 3 clusters Score -574118.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -574375.500000 Penalty: 4180.467285
	Iteration 5F: 3 clusters Score -574375.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -574614.687500 Penalty: 4180.467285
	Iteration 6Q: 3 clusters Score -574614.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -574810.375000 Penalty: 4180.467285
	Iteration 7Q: 3 clusters Score -574810.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -574935.437500 Penalty: 4180.467285
	Iteration 8Q: 3 clusters Score -574935.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -575009.250000 Penalty: 4180.467285
	Iteration 9Q: 3 clusters Score -575009.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -575046.000000 Penalty: 4180.467285
	Iteration 10Q: 3 clusters Score -575046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -575070.250000 Penalty: 4180.467285
	Iteration 11Q: 3 clusters Score -575070.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -575086.937500 Penalty: 4180.467285
	Iteration 12Q: 3 clusters Score -575086.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -575094.062500 Penalty: 4180.467285
	Iteration 13Q: 3 clusters Score -575094.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -575098.750000 Penalty: 4180.467285
	Iteration 14Q: 3 clusters Score -575098.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -575103.812500 Penalty: 4180.467285
	Iteration 15Q: 3 clusters Score -575103.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -575106.062500 Penalty: 4180.467285
	Iteration 16Q: 3 clusters Score -575106.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -575106.312500 Penalty: 4180.467285
	Iteration 17Q: 3 clusters Score -575106.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -575109.500000 Penalty: 4180.467285
	Iteration 18Q: 3 clusters Score -575109.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -575110.875000 Penalty: 4180.467285
	Iteration 19Q: 3 clusters Score -575110.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -575113.562500 Penalty: 4180.467285
	Iteration 20F: 3 clusters Score -575113.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -575116.812500 Penalty: 4180.467285
	Iteration 21Q: 3 clusters Score -575116.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -575118.250000 Penalty: 4180.467285
	Iteration 22Q: 3 clusters Score -575118.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -575120.000000 Penalty: 4180.467285
	Iteration 23Q: 3 clusters Score -575120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -575121.812500 Penalty: 4180.467285
	Iteration 24Q: 3 clusters Score -575121.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -575121.375000 Penalty: 4180.467285
	Iteration 25Q: 3 clusters Score -575121.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -575120.562500 Penalty: 4180.467285
	Iteration 26Q: 3 clusters Score -575120.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -575120.562500 Penalty: 4180.467285
	Iteration 27F: 3 clusters Score -575120.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -19737.933594 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -19737.93 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 92 members 
Entering Unmasked Estep 
Score: -18720.857422 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -18720.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18839.078125 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -18839.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18882.228516 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -18882.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18894.009766 Penalty: 2583.905029
	Iteration 3Q: 3 clusters Score -18894.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18910.435547 Penalty: 2583.905029
	Iteration 4Q: 3 clusters Score -18910.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18937.203125 Penalty: 2583.905029
	Iteration 5Q: 3 clusters Score -18937.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18937.203125 Penalty: 2583.905029
	Iteration 6F: 3 clusters Score -18937.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (26153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Entering Unmasked Estep 
Score: -3531546.500000 Penalty: 2522.586426
	Iteration 0F: 2 clusters Score -3531546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -3513494.000000 Penalty: 5045.172852
	Iteration 0F: 3 clusters Score -3513494 nChanged 11748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3519899.250000 Penalty: 5045.172852
	Iteration 1F: 3 clusters Score -3519899 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -3520467.000000 Penalty: 5045.172852
	Iteration 2F: 3 clusters Score -3520467 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -3521062.000000 Penalty: 5045.172852
	Iteration 3Q: 3 clusters Score -3521062 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3521743.500000 Penalty: 5045.172852
	Iteration 4Q: 3 clusters Score -3521744 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -3522530.500000 Penalty: 5045.172852
	Iteration 5F: 3 clusters Score -3522530 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3523298.500000 Penalty: 5045.172852
	Iteration 6F: 3 clusters Score -3523298 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -3524025.500000 Penalty: 5045.172852
	Iteration 7F: 3 clusters Score -3524026 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3524702.000000 Penalty: 5045.172852
	Iteration 8F: 3 clusters Score -3524702 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -3525224.250000 Penalty: 5045.172852
	Iteration 9Q: 3 clusters Score -3525224 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -3525556.250000 Penalty: 5045.172852
	Iteration 10Q: 3 clusters Score -3525556 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -3525737.000000 Penalty: 5045.172852
	Iteration 11Q: 3 clusters Score -3525737 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3525874.500000 Penalty: 5045.172852
	Iteration 12Q: 3 clusters Score -3525874 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3525966.250000 Penalty: 5045.172852
	Iteration 13Q: 3 clusters Score -3525966 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3526014.000000 Penalty: 5045.172852
	Iteration 14Q: 3 clusters Score -3526014 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -3526057.500000 Penalty: 5045.172852
	Iteration 15Q: 3 clusters Score -3526058 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3526098.250000 Penalty: 5045.172852
	Iteration 16Q: 3 clusters Score -3526098 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3526117.250000 Penalty: 5045.172852
	Iteration 17Q: 3 clusters Score -3526117 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -3526131.750000 Penalty: 5045.172852
	Iteration 18Q: 3 clusters Score -3526132 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -3526163.000000 Penalty: 5045.172852
	Iteration 19Q: 3 clusters Score -3526163 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -3526174.750000 Penalty: 5045.172852
	Iteration 20F: 3 clusters Score -3526175 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -3526185.750000 Penalty: 5045.172852
	Iteration 21Q: 3 clusters Score -3526186 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3526190.000000 Penalty: 5045.172852
	Iteration 22Q: 3 clusters Score -3526190 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3526207.250000 Penalty: 5045.172852
	Iteration 23Q: 3 clusters Score -3526207 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -3526222.250000 Penalty: 5045.172852
	Iteration 24Q: 3 clusters Score -3526222 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -3526229.750000 Penalty: 5045.172852
	Iteration 25Q: 3 clusters Score -3526230 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -3526231.250000 Penalty: 5045.172852
	Iteration 26Q: 3 clusters Score -3526231 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -3526240.250000 Penalty: 5045.172852
	Iteration 27Q: 3 clusters Score -3526240 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -3526245.500000 Penalty: 5045.172852
	Iteration 28Q: 3 clusters Score -3526246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -3526259.000000 Penalty: 5045.172852
	Iteration 29Q: 3 clusters Score -3526259 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -3526273.250000 Penalty: 5045.172852
	Iteration 30Q: 3 clusters Score -3526273 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -3526284.500000 Penalty: 5045.172852
	Iteration 31Q: 3 clusters Score -3526284 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -3526299.750000 Penalty: 5045.172852
	Iteration 32Q: 3 clusters Score -3526300 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -3526310.500000 Penalty: 5045.172852
	Iteration 33Q: 3 clusters Score -3526310 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -3526326.750000 Penalty: 5045.172852
	Iteration 34Q: 3 clusters Score -3526327 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -3526337.500000 Penalty: 5045.172852
	Iteration 35Q: 3 clusters Score -3526338 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3526340.750000 Penalty: 5045.172852
	Iteration 36Q: 3 clusters Score -3526341 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -3526361.000000 Penalty: 5045.172852
	Iteration 37Q: 3 clusters Score -3526361 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3526375.750000 Penalty: 5045.172852
	Iteration 38Q: 3 clusters Score -3526376 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3526388.250000 Penalty: 5045.172852
	Iteration 39Q: 3 clusters Score -3526388 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -3526398.500000 Penalty: 5045.172852
	Iteration 40F: 3 clusters Score -3526398 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -3526407.000000 Penalty: 5045.172852
	Iteration 41Q: 3 clusters Score -3526407 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -3526410.250000 Penalty: 5045.172852
	Iteration 42Q: 3 clusters Score -3526410 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -3526425.750000 Penalty: 5045.172852
	Iteration 43Q: 3 clusters Score -3526426 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3526440.750000 Penalty: 5045.172852
	Iteration 44Q: 3 clusters Score -3526441 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -3526457.500000 Penalty: 5045.172852
	Iteration 45Q: 3 clusters Score -3526458 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3526476.500000 Penalty: 5045.172852
	Iteration 46Q: 3 clusters Score -3526476 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -3526479.750000 Penalty: 5045.172852
	Iteration 47Q: 3 clusters Score -3526480 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -3526497.250000 Penalty: 5045.172852
	Iteration 48Q: 3 clusters Score -3526497 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -3526512.250000 Penalty: 5045.172852
	Iteration 49Q: 3 clusters Score -3526512 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -3526541.500000 Penalty: 5045.172852
	Iteration 50Q: 3 clusters Score -3526542 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3526558.500000 Penalty: 5045.172852
	Iteration 51Q: 3 clusters Score -3526558 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -3526572.750000 Penalty: 5045.172852
	Iteration 52Q: 3 clusters Score -3526573 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -3526574.000000 Penalty: 5045.172852
	Iteration 53Q: 3 clusters Score -3526574 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -3526600.250000 Penalty: 5045.172852
	Iteration 54Q: 3 clusters Score -3526600 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3526635.000000 Penalty: 5045.172852
	Iteration 55Q: 3 clusters Score -3526635 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -3526660.000000 Penalty: 5045.172852
	Iteration 56Q: 3 clusters Score -3526660 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3526707.750000 Penalty: 5045.172852
	Iteration 57Q: 3 clusters Score -3526708 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -3526749.250000 Penalty: 5045.172852
	Iteration 58Q: 3 clusters Score -3526749 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -3526809.250000 Penalty: 5045.172852
	Iteration 59Q: 3 clusters Score -3526809 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -3526876.000000 Penalty: 5045.172852
	Iteration 60F: 3 clusters Score -3526876 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -3526930.750000 Penalty: 5045.172852
	Iteration 61Q: 3 clusters Score -3526931 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -3527006.750000 Penalty: 5045.172852
	Iteration 62Q: 3 clusters Score -3527007 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -3527084.500000 Penalty: 5045.172852
	Iteration 63Q: 3 clusters Score -3527084 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -3527203.500000 Penalty: 5045.172852
	Iteration 64Q: 3 clusters Score -3527204 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3527330.500000 Penalty: 5045.172852
	Iteration 65Q: 3 clusters Score -3527330 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -3527458.250000 Penalty: 5045.172852
	Iteration 66Q: 3 clusters Score -3527458 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -3527645.500000 Penalty: 5045.172852
	Iteration 67Q: 3 clusters Score -3527646 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -3527848.750000 Penalty: 5045.172852
	Iteration 68Q: 3 clusters Score -3527849 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -3528132.000000 Penalty: 5045.172852
	Iteration 69Q: 3 clusters Score -3528132 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3528573.750000 Penalty: 5045.172852
	Iteration 70Q: 3 clusters Score -3528574 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3529093.250000 Penalty: 5045.172852
	Iteration 71Q: 3 clusters Score -3529093 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3529442.250000 Penalty: 5045.172852
	Iteration 72Q: 3 clusters Score -3529442 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3529599.000000 Penalty: 5045.172852
	Iteration 73Q: 3 clusters Score -3529599 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3529719.750000 Penalty: 5045.172852
	Iteration 74Q: 3 clusters Score -3529720 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3529792.000000 Penalty: 5045.172852
	Iteration 75Q: 3 clusters Score -3529792 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3529822.750000 Penalty: 5045.172852
	Iteration 76Q: 3 clusters Score -3529823 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3529861.000000 Penalty: 5045.172852
	Iteration 77Q: 3 clusters Score -3529861 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3529891.750000 Penalty: 5045.172852
	Iteration 78Q: 3 clusters Score -3529892 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3529906.750000 Penalty: 5045.172852
	Iteration 79Q: 3 clusters Score -3529907 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3529934.000000 Penalty: 5045.172852
	Iteration 80F: 3 clusters Score -3529934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3529953.750000 Penalty: 5045.172852
	Iteration 81Q: 3 clusters Score -3529954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3529961.000000 Penalty: 5045.172852
	Iteration 82Q: 3 clusters Score -3529961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3529965.500000 Penalty: 5045.172852
	Iteration 83Q: 3 clusters Score -3529966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3529975.000000 Penalty: 5045.172852
	Iteration 84Q: 3 clusters Score -3529975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3529985.000000 Penalty: 5045.172852
	Iteration 85Q: 3 clusters Score -3529985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3529990.000000 Penalty: 5045.172852
	Iteration 86Q: 3 clusters Score -3529990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3529998.000000 Penalty: 5045.172852
	Iteration 87Q: 3 clusters Score -3529998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3530005.500000 Penalty: 5045.172852
	Iteration 88Q: 3 clusters Score -3530006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3530008.750000 Penalty: 5045.172852
	Iteration 89Q: 3 clusters Score -3530009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3530013.250000 Penalty: 5045.172852
	Iteration 90Q: 3 clusters Score -3530013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3530017.250000 Penalty: 5045.172852
	Iteration 91Q: 3 clusters Score -3530017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3530018.000000 Penalty: 5045.172852
	Iteration 92Q: 3 clusters Score -3530018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3530022.500000 Penalty: 5045.172852
	Iteration 93Q: 3 clusters Score -3530022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3530020.000000 Penalty: 5045.172852
	Iteration 94Q: 3 clusters Score -3530020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3530018.750000 Penalty: 5045.172852
	Iteration 95Q: 3 clusters Score -3530019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3530019.250000 Penalty: 5045.172852
	Iteration 96Q: 3 clusters Score -3530019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3530028.250000 Penalty: 5045.172852
	Iteration 97Q: 3 clusters Score -3530028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3530030.500000 Penalty: 5045.172852
	Iteration 98Q: 3 clusters Score -3530030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3530029.750000 Penalty: 5045.172852
	Iteration 99Q: 3 clusters Score -3530030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3530033.000000 Penalty: 5045.172852
	Iteration 100F: 3 clusters Score -3530033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3530034.750000 Penalty: 5045.172852
	Iteration 101Q: 3 clusters Score -3530035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3530032.000000 Penalty: 5045.172852
	Iteration 102Q: 3 clusters Score -3530032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3530035.250000 Penalty: 5045.172852
	Iteration 103Q: 3 clusters Score -3530035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3530038.250000 Penalty: 5045.172852
	Iteration 104Q: 3 clusters Score -3530038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3530037.500000 Penalty: 5045.172852
	Iteration 105Q: 3 clusters Score -3530038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3530035.500000 Penalty: 5045.172852
	Iteration 106Q: 3 clusters Score -3530036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3530038.500000 Penalty: 5045.172852
	Iteration 107Q: 3 clusters Score -3530038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3530036.750000 Penalty: 5045.172852
	Iteration 108Q: 3 clusters Score -3530037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3530040.500000 Penalty: 5045.172852
	Iteration 109Q: 3 clusters Score -3530040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3530039.750000 Penalty: 5045.172852
	Iteration 110Q: 3 clusters Score -3530040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3530039.750000 Penalty: 5045.172852
	Iteration 111F: 3 clusters Score -3530040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Entering Unmasked Estep 
Score: -1084298.750000 Penalty: 2235.824219
	Iteration 0F: 2 clusters Score -1084299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1077757.125000 Penalty: 4471.648438
	Iteration 0F: 3 clusters Score -1077757 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1079595.125000 Penalty: 4471.648438
	Iteration 1F: 3 clusters Score -1079595 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1079892.250000 Penalty: 4471.648438
	Iteration 2F: 3 clusters Score -1079892 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1080174.250000 Penalty: 4471.648438
	Iteration 3F: 3 clusters Score -1080174 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1080536.750000 Penalty: 4471.648438
	Iteration 4F: 3 clusters Score -1080537 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1080937.250000 Penalty: 4471.648438
	Iteration 5F: 3 clusters Score -1080937 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1081312.250000 Penalty: 4471.648438
	Iteration 6F: 3 clusters Score -1081312 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1081688.750000 Penalty: 4471.648438
	Iteration 7F: 3 clusters Score -1081689 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1082073.875000 Penalty: 4471.648438
	Iteration 8F: 3 clusters Score -1082074 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1082538.125000 Penalty: 4471.648438
	Iteration 9F: 3 clusters Score -1082538 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1083018.250000 Penalty: 4471.648438
	Iteration 10Q: 3 clusters Score -1083018 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1083405.750000 Penalty: 4471.648438
	Iteration 11Q: 3 clusters Score -1083406 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1083668.250000 Penalty: 4471.648438
	Iteration 12Q: 3 clusters Score -1083668 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1083844.250000 Penalty: 4471.648438
	Iteration 13Q: 3 clusters Score -1083844 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1083919.875000 Penalty: 4471.648438
	Iteration 14Q: 3 clusters Score -1083920 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1083949.000000 Penalty: 4471.648438
	Iteration 15Q: 3 clusters Score -1083949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1083958.125000 Penalty: 4471.648438
	Iteration 16Q: 3 clusters Score -1083958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1083962.375000 Penalty: 4471.648438
	Iteration 17Q: 3 clusters Score -1083962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1083963.875000 Penalty: 4471.648438
	Iteration 18Q: 3 clusters Score -1083964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1083966.500000 Penalty: 4471.648438
	Iteration 19Q: 3 clusters Score -1083966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1083966.750000 Penalty: 4471.648438
	Iteration 20F: 3 clusters Score -1083967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -49152.015625 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -49152.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47854.480469 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -47854.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47966.160156 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -47966.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48000.031250 Penalty: 2947.628662
	Iteration 2Q: 3 clusters Score -48000.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48027.210938 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -48027.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48032.875000 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -48032.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48038.675781 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -48038.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48040.636719 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -48040.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48040.636719 Penalty: 2947.628662
	Iteration 7F: 3 clusters Score -48040.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Entering Unmasked Estep 
Score: -618657.312500 Penalty: 2093.143799
	Iteration 0F: 2 clusters Score -618657.3 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 2342 members 
Entering Unmasked Estep 
Score: -614412.812500 Penalty: 4186.287598
	Iteration 0F: 3 clusters Score -614412.8 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -615330.875000 Penalty: 4186.287598
	Iteration 1F: 3 clusters Score -615330.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -615503.687500 Penalty: 4186.287598
	Iteration 2F: 3 clusters Score -615503.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -615611.687500 Penalty: 4186.287598
	Iteration 3Q: 3 clusters Score -615611.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -615686.125000 Penalty: 4186.287598
	Iteration 4Q: 3 clusters Score -615686.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -615735.687500 Penalty: 4186.287598
	Iteration 5Q: 3 clusters Score -615735.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -615773.812500 Penalty: 4186.287598
	Iteration 6Q: 3 clusters Score -615773.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -615799.437500 Penalty: 4186.287598
	Iteration 7Q: 3 clusters Score -615799.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -615818.875000 Penalty: 4186.287598
	Iteration 8Q: 3 clusters Score -615818.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -615840.000000 Penalty: 4186.287598
	Iteration 9Q: 3 clusters Score -615840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -615854.437500 Penalty: 4186.287598
	Iteration 10Q: 3 clusters Score -615854.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -615866.750000 Penalty: 4186.287598
	Iteration 11Q: 3 clusters Score -615866.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -615878.875000 Penalty: 4186.287598
	Iteration 12Q: 3 clusters Score -615878.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -615893.562500 Penalty: 4186.287598
	Iteration 13Q: 3 clusters Score -615893.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -615907.812500 Penalty: 4186.287598
	Iteration 14Q: 3 clusters Score -615907.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -615922.500000 Penalty: 4186.287598
	Iteration 15Q: 3 clusters Score -615922.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -615938.875000 Penalty: 4186.287598
	Iteration 16Q: 3 clusters Score -615938.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -615952.562500 Penalty: 4186.287598
	Iteration 17Q: 3 clusters Score -615952.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -615960.625000 Penalty: 4186.287598
	Iteration 18Q: 3 clusters Score -615960.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -615971.437500 Penalty: 4186.287598
	Iteration 19Q: 3 clusters Score -615971.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -615977.562500 Penalty: 4186.287598
	Iteration 20F: 3 clusters Score -615977.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -615982.125000 Penalty: 4186.287598
	Iteration 21Q: 3 clusters Score -615982.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -615984.875000 Penalty: 4186.287598
	Iteration 22Q: 3 clusters Score -615984.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -615987.375000 Penalty: 4186.287598
	Iteration 23Q: 3 clusters Score -615987.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -615990.812500 Penalty: 4186.287598
	Iteration 24Q: 3 clusters Score -615990.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -615994.000000 Penalty: 4186.287598
	Iteration 25Q: 3 clusters Score -615994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -615997.625000 Penalty: 4186.287598
	Iteration 26Q: 3 clusters Score -615997.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -616000.875000 Penalty: 4186.287598
	Iteration 27Q: 3 clusters Score -616000.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -616003.625000 Penalty: 4186.287598
	Iteration 28Q: 3 clusters Score -616003.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -616005.687500 Penalty: 4186.287598
	Iteration 29Q: 3 clusters Score -616005.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -616007.312500 Penalty: 4186.287598
	Iteration 30Q: 3 clusters Score -616007.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -616008.625000 Penalty: 4186.287598
	Iteration 31Q: 3 clusters Score -616008.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -616012.875000 Penalty: 4186.287598
	Iteration 32Q: 3 clusters Score -616012.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -616017.062500 Penalty: 4186.287598
	Iteration 33Q: 3 clusters Score -616017.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -616018.062500 Penalty: 4186.287598
	Iteration 34Q: 3 clusters Score -616018.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -616018.562500 Penalty: 4186.287598
	Iteration 35Q: 3 clusters Score -616018.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -616019.875000 Penalty: 4186.287598
	Iteration 36Q: 3 clusters Score -616019.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -616020.375000 Penalty: 4186.287598
	Iteration 37Q: 3 clusters Score -616020.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -616022.375000 Penalty: 4186.287598
	Iteration 38Q: 3 clusters Score -616022.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -616023.687500 Penalty: 4186.287598
	Iteration 39Q: 3 clusters Score -616023.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -616023.562500 Penalty: 4186.287598
	Iteration 40F: 3 clusters Score -616023.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -616024.687500 Penalty: 4186.287598
	Iteration 41Q: 3 clusters Score -616024.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -616025.000000 Penalty: 4186.287598
	Iteration 42Q: 3 clusters Score -616025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -616024.687500 Penalty: 4186.287598
	Iteration 43Q: 3 clusters Score -616024.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -616026.500000 Penalty: 4186.287598
	Iteration 44Q: 3 clusters Score -616026.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -616025.375000 Penalty: 4186.287598
	Iteration 45Q: 3 clusters Score -616025.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -616025.375000 Penalty: 4186.287598
	Iteration 46F: 3 clusters Score -616025.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Entering Unmasked Estep 
Score: -2901232.500000 Penalty: 2472.449951
	Iteration 0F: 2 clusters Score -2901232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2886223.500000 Penalty: 4944.899902
	Iteration 0F: 3 clusters Score -2886224 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2891702.250000 Penalty: 4944.899902
	Iteration 1F: 3 clusters Score -2891702 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2892664.000000 Penalty: 4944.899902
	Iteration 2F: 3 clusters Score -2892664 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2893647.000000 Penalty: 4944.899902
	Iteration 3F: 3 clusters Score -2893647 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2894435.000000 Penalty: 4944.899902
	Iteration 4F: 3 clusters Score -2894435 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2895150.500000 Penalty: 4944.899902
	Iteration 5F: 3 clusters Score -2895150 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2895906.250000 Penalty: 4944.899902
	Iteration 6F: 3 clusters Score -2895906 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2896730.500000 Penalty: 4944.899902
	Iteration 7F: 3 clusters Score -2896730 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2897544.000000 Penalty: 4944.899902
	Iteration 8F: 3 clusters Score -2897544 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2898277.250000 Penalty: 4944.899902
	Iteration 9Q: 3 clusters Score -2898277 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2898894.500000 Penalty: 4944.899902
	Iteration 10Q: 3 clusters Score -2898894 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2899452.500000 Penalty: 4944.899902
	Iteration 11Q: 3 clusters Score -2899452 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2899954.500000 Penalty: 4944.899902
	Iteration 12Q: 3 clusters Score -2899954 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2900336.000000 Penalty: 4944.899902
	Iteration 13Q: 3 clusters Score -2900336 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2900588.250000 Penalty: 4944.899902
	Iteration 14Q: 3 clusters Score -2900588 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2900727.750000 Penalty: 4944.899902
	Iteration 15Q: 3 clusters Score -2900728 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2900797.000000 Penalty: 4944.899902
	Iteration 16Q: 3 clusters Score -2900797 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2900836.500000 Penalty: 4944.899902
	Iteration 17Q: 3 clusters Score -2900836 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2900868.500000 Penalty: 4944.899902
	Iteration 18Q: 3 clusters Score -2900868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2900893.000000 Penalty: 4944.899902
	Iteration 19Q: 3 clusters Score -2900893 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2900902.500000 Penalty: 4944.899902
	Iteration 20F: 3 clusters Score -2900902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2900912.750000 Penalty: 4944.899902
	Iteration 21Q: 3 clusters Score -2900913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2900927.250000 Penalty: 4944.899902
	Iteration 22Q: 3 clusters Score -2900927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2900925.000000 Penalty: 4944.899902
	Iteration 23Q: 3 clusters Score -2900925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2900930.500000 Penalty: 4944.899902
	Iteration 24Q: 3 clusters Score -2900930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2900931.750000 Penalty: 4944.899902
	Iteration 25Q: 3 clusters Score -2900932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2900931.500000 Penalty: 4944.899902
	Iteration 26Q: 3 clusters Score -2900932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2900930.250000 Penalty: 4944.899902
	Iteration 27Q: 3 clusters Score -2900930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2900928.000000 Penalty: 4944.899902
	Iteration 28Q: 3 clusters Score -2900928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2900933.000000 Penalty: 4944.899902
	Iteration 29Q: 3 clusters Score -2900933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2900930.250000 Penalty: 4944.899902
	Iteration 30Q: 3 clusters Score -2900930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2900931.250000 Penalty: 4944.899902
	Iteration 31Q: 3 clusters Score -2900931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2900931.250000 Penalty: 4944.899902
	Iteration 32F: 3 clusters Score -2900931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -160811.484375 Penalty: 1781.787964
	Iteration 0F: 2 clusters Score -160811.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -158784.953125 Penalty: 3563.575928
	Iteration 0F: 3 clusters Score -158785 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -159410.031250 Penalty: 3563.575928
	Iteration 1F: 3 clusters Score -159410 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -159859.828125 Penalty: 3563.575928
	Iteration 2F: 3 clusters Score -159859.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -160317.906250 Penalty: 3563.575928
	Iteration 3F: 3 clusters Score -160317.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -160796.156250 Penalty: 3563.575928
	Iteration 4F: 3 clusters Score -160796.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -161204.156250 Penalty: 3563.575928
	Iteration 5F: 3 clusters Score -161204.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -161451.625000 Penalty: 3563.575928
	Iteration 6Q: 3 clusters Score -161451.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -161577.093750 Penalty: 3563.575928
	Iteration 7Q: 3 clusters Score -161577.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -161631.500000 Penalty: 3563.575928
	Iteration 8Q: 3 clusters Score -161631.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -161708.250000 Penalty: 3563.575928
	Iteration 9Q: 3 clusters Score -161708.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -161774.375000 Penalty: 3563.575928
	Iteration 10Q: 3 clusters Score -161774.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -161856.843750 Penalty: 3563.575928
	Iteration 11Q: 3 clusters Score -161856.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -161954.375000 Penalty: 3563.575928
	Iteration 12Q: 3 clusters Score -161954.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -162005.234375 Penalty: 3563.575928
	Iteration 13Q: 3 clusters Score -162005.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -162083.890625 Penalty: 3563.575928
	Iteration 14Q: 3 clusters Score -162083.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -162195.625000 Penalty: 3563.575928
	Iteration 15Q: 3 clusters Score -162195.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -162206.953125 Penalty: 3563.575928
	Iteration 16Q: 3 clusters Score -162207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -162206.953125 Penalty: 3563.575928
	Iteration 17F: 3 clusters Score -162207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 13403 members 
Mstep: Class 3 contains 7797 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 19053 members 
Mstep: Class 6 contains 38121 members 
Mstep: Class 7 contains 89166 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 12226 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165875 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2710 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 1625 members 
Mstep: Class 16 contains 63772 members 
Mstep: Class 17 contains 12347 members 
Mstep: Class 18 contains 32140 members 
Mstep: Class 19 contains 158070 members 
Mstep: Class 20 contains 18217 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10418 members 
Mstep: Class 23 contains 4575 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26153 members 
Mstep: Class 26 contains 8229 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4629 members 
Mstep: Class 29 contains 21366 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 5913 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 10782 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Mstep: Class 36 contains 865 members 
Entering Unmasked Estep 
Score: -100912848.000000 Penalty: 120936.960938
Splitting cluster 30 changes total score from -100913144.000000 to -100912848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (5913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Entering Unmasked Estep 
Score: -764143.937500 Penalty: 2153.857422
	Iteration 0F: 2 clusters Score -764143.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -759052.187500 Penalty: 4307.714844
	Iteration 0F: 3 clusters Score -759052.2 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -760451.750000 Penalty: 4307.714844
	Iteration 1F: 3 clusters Score -760451.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -760903.937500 Penalty: 4307.714844
	Iteration 2F: 3 clusters Score -760903.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -761359.375000 Penalty: 4307.714844
	Iteration 3F: 3 clusters Score -761359.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -761939.750000 Penalty: 4307.714844
	Iteration 4F: 3 clusters Score -761939.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -762504.812500 Penalty: 4307.714844
	Iteration 5F: 3 clusters Score -762504.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -762917.437500 Penalty: 4307.714844
	Iteration 6F: 3 clusters Score -762917.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -763160.312500 Penalty: 4307.714844
	Iteration 7Q: 3 clusters Score -763160.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -763311.125000 Penalty: 4307.714844
	Iteration 8Q: 3 clusters Score -763311.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -763395.000000 Penalty: 4307.714844
	Iteration 9Q: 3 clusters Score -763395 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -763459.625000 Penalty: 4307.714844
	Iteration 10Q: 3 clusters Score -763459.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -763489.687500 Penalty: 4307.714844
	Iteration 11Q: 3 clusters Score -763489.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -763503.750000 Penalty: 4307.714844
	Iteration 12Q: 3 clusters Score -763503.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -763511.500000 Penalty: 4307.714844
	Iteration 13Q: 3 clusters Score -763511.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -763520.500000 Penalty: 4307.714844
	Iteration 14Q: 3 clusters Score -763520.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -763527.375000 Penalty: 4307.714844
	Iteration 15Q: 3 clusters Score -763527.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -763532.812500 Penalty: 4307.714844
	Iteration 16Q: 3 clusters Score -763532.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -763537.125000 Penalty: 4307.714844
	Iteration 17Q: 3 clusters Score -763537.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -763540.437500 Penalty: 4307.714844
	Iteration 18Q: 3 clusters Score -763540.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -763545.312500 Penalty: 4307.714844
	Iteration 19Q: 3 clusters Score -763545.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -763548.187500 Penalty: 4307.714844
	Iteration 20F: 3 clusters Score -763548.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -763550.312500 Penalty: 4307.714844
	Iteration 21Q: 3 clusters Score -763550.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -763549.187500 Penalty: 4307.714844
	Iteration 22Q: 3 clusters Score -763549.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -763549.187500 Penalty: 4307.714844
	Iteration 23F: 3 clusters Score -763549.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -385432.031250 Penalty: 1978.875977
	Iteration 0F: 2 clusters Score -385432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -382175.250000 Penalty: 3957.751953
	Iteration 0F: 3 clusters Score -382175.2 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -382828.187500 Penalty: 3957.751953
	Iteration 1F: 3 clusters Score -382828.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -382985.187500 Penalty: 3957.751953
	Iteration 2F: 3 clusters Score -382985.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -383101.156250 Penalty: 3957.751953
	Iteration 3Q: 3 clusters Score -383101.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -383195.906250 Penalty: 3957.751953
	Iteration 4Q: 3 clusters Score -383195.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -383282.531250 Penalty: 3957.751953
	Iteration 5Q: 3 clusters Score -383282.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -383352.593750 Penalty: 3957.751953
	Iteration 6Q: 3 clusters Score -383352.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -383406.875000 Penalty: 3957.751953
	Iteration 7Q: 3 clusters Score -383406.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -383448.687500 Penalty: 3957.751953
	Iteration 8Q: 3 clusters Score -383448.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -383479.062500 Penalty: 3957.751953
	Iteration 9Q: 3 clusters Score -383479.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -383510.218750 Penalty: 3957.751953
	Iteration 10Q: 3 clusters Score -383510.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -383530.656250 Penalty: 3957.751953
	Iteration 11Q: 3 clusters Score -383530.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -383544.093750 Penalty: 3957.751953
	Iteration 12Q: 3 clusters Score -383544.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -383560.562500 Penalty: 3957.751953
	Iteration 13Q: 3 clusters Score -383560.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -383579.593750 Penalty: 3957.751953
	Iteration 14Q: 3 clusters Score -383579.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -383598.968750 Penalty: 3957.751953
	Iteration 15Q: 3 clusters Score -383599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -383616.218750 Penalty: 3957.751953
	Iteration 16Q: 3 clusters Score -383616.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -383631.531250 Penalty: 3957.751953
	Iteration 17Q: 3 clusters Score -383631.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -383648.437500 Penalty: 3957.751953
	Iteration 18Q: 3 clusters Score -383648.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -383660.187500 Penalty: 3957.751953
	Iteration 19Q: 3 clusters Score -383660.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -383668.093750 Penalty: 3957.751953
	Iteration 20F: 3 clusters Score -383668.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -383677.000000 Penalty: 3957.751953
	Iteration 21Q: 3 clusters Score -383677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -383680.781250 Penalty: 3957.751953
	Iteration 22Q: 3 clusters Score -383680.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -383685.250000 Penalty: 3957.751953
	Iteration 23Q: 3 clusters Score -383685.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -383693.437500 Penalty: 3957.751953
	Iteration 24Q: 3 clusters Score -383693.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -383702.343750 Penalty: 3957.751953
	Iteration 25Q: 3 clusters Score -383702.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -383714.562500 Penalty: 3957.751953
	Iteration 26Q: 3 clusters Score -383714.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -383717.875000 Penalty: 3957.751953
	Iteration 27Q: 3 clusters Score -383717.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -383720.062500 Penalty: 3957.751953
	Iteration 28Q: 3 clusters Score -383720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -383720.531250 Penalty: 3957.751953
	Iteration 29Q: 3 clusters Score -383720.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -383720.968750 Penalty: 3957.751953
	Iteration 30Q: 3 clusters Score -383721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -383722.718750 Penalty: 3957.751953
	Iteration 31Q: 3 clusters Score -383722.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -383723.187500 Penalty: 3957.751953
	Iteration 32Q: 3 clusters Score -383723.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -383723.187500 Penalty: 3957.751953
	Iteration 33F: 3 clusters Score -383723.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Entering Unmasked Estep 
Score: -1435297.125000 Penalty: 2302.836914
	Iteration 0F: 2 clusters Score -1435297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1427092.500000 Penalty: 4605.673828
	Iteration 0F: 3 clusters Score -1427092 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1429661.375000 Penalty: 4605.673828
	Iteration 1F: 3 clusters Score -1429661 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1430068.250000 Penalty: 4605.673828
	Iteration 2F: 3 clusters Score -1430068 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1430434.125000 Penalty: 4605.673828
	Iteration 3F: 3 clusters Score -1430434 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1430764.875000 Penalty: 4605.673828
	Iteration 4F: 3 clusters Score -1430765 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1431099.250000 Penalty: 4605.673828
	Iteration 5F: 3 clusters Score -1431099 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1431416.250000 Penalty: 4605.673828
	Iteration 6Q: 3 clusters Score -1431416 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1431711.250000 Penalty: 4605.673828
	Iteration 7Q: 3 clusters Score -1431711 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1431966.750000 Penalty: 4605.673828
	Iteration 8Q: 3 clusters Score -1431967 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1432202.000000 Penalty: 4605.673828
	Iteration 9Q: 3 clusters Score -1432202 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1432422.625000 Penalty: 4605.673828
	Iteration 10Q: 3 clusters Score -1432423 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1432604.875000 Penalty: 4605.673828
	Iteration 11Q: 3 clusters Score -1432605 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1432743.000000 Penalty: 4605.673828
	Iteration 12Q: 3 clusters Score -1432743 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1432859.875000 Penalty: 4605.673828
	Iteration 13Q: 3 clusters Score -1432860 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1432952.375000 Penalty: 4605.673828
	Iteration 14Q: 3 clusters Score -1432952 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1433026.125000 Penalty: 4605.673828
	Iteration 15Q: 3 clusters Score -1433026 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1433082.625000 Penalty: 4605.673828
	Iteration 16Q: 3 clusters Score -1433083 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1433122.625000 Penalty: 4605.673828
	Iteration 17Q: 3 clusters Score -1433123 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1433164.750000 Penalty: 4605.673828
	Iteration 18Q: 3 clusters Score -1433165 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1433197.375000 Penalty: 4605.673828
	Iteration 19Q: 3 clusters Score -1433197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1433224.125000 Penalty: 4605.673828
	Iteration 20F: 3 clusters Score -1433224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1433252.375000 Penalty: 4605.673828
	Iteration 21Q: 3 clusters Score -1433252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1433279.125000 Penalty: 4605.673828
	Iteration 22Q: 3 clusters Score -1433279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1433299.375000 Penalty: 4605.673828
	Iteration 23Q: 3 clusters Score -1433299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1433318.500000 Penalty: 4605.673828
	Iteration 24Q: 3 clusters Score -1433318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1433335.500000 Penalty: 4605.673828
	Iteration 25Q: 3 clusters Score -1433336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1433346.625000 Penalty: 4605.673828
	Iteration 26Q: 3 clusters Score -1433347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1433355.250000 Penalty: 4605.673828
	Iteration 27Q: 3 clusters Score -1433355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1433364.875000 Penalty: 4605.673828
	Iteration 28Q: 3 clusters Score -1433365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1433372.250000 Penalty: 4605.673828
	Iteration 29Q: 3 clusters Score -1433372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1433381.000000 Penalty: 4605.673828
	Iteration 30Q: 3 clusters Score -1433381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1433383.000000 Penalty: 4605.673828
	Iteration 31Q: 3 clusters Score -1433383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1433387.875000 Penalty: 4605.673828
	Iteration 32Q: 3 clusters Score -1433388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1433391.375000 Penalty: 4605.673828
	Iteration 33Q: 3 clusters Score -1433391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1433394.750000 Penalty: 4605.673828
	Iteration 34Q: 3 clusters Score -1433395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1433397.750000 Penalty: 4605.673828
	Iteration 35Q: 3 clusters Score -1433398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1433400.125000 Penalty: 4605.673828
	Iteration 36Q: 3 clusters Score -1433400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1433403.500000 Penalty: 4605.673828
	Iteration 37Q: 3 clusters Score -1433404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1433408.375000 Penalty: 4605.673828
	Iteration 38Q: 3 clusters Score -1433408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1433414.375000 Penalty: 4605.673828
	Iteration 39Q: 3 clusters Score -1433414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1433419.625000 Penalty: 4605.673828
	Iteration 40F: 3 clusters Score -1433420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1433419.375000 Penalty: 4605.673828
	Iteration 41Q: 3 clusters Score -1433419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1433421.375000 Penalty: 4605.673828
	Iteration 42Q: 3 clusters Score -1433421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1433421.375000 Penalty: 4605.673828
	Iteration 43F: 3 clusters Score -1433421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -51860.718750 Penalty: 1511.764526
	Iteration 0F: 2 clusters Score -51860.72 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 217 members 
Entering Unmasked Estep 
Score: -50491.007812 Penalty: 3023.529053
	Iteration 0F: 3 clusters Score -50491.01 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50838.734375 Penalty: 3023.529053
	Iteration 1F: 3 clusters Score -50838.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50932.289062 Penalty: 3023.529053
	Iteration 2F: 3 clusters Score -50932.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50982.148438 Penalty: 3023.529053
	Iteration 3Q: 3 clusters Score -50982.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51038.433594 Penalty: 3023.529053
	Iteration 4Q: 3 clusters Score -51038.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51095.152344 Penalty: 3023.529053
	Iteration 5Q: 3 clusters Score -51095.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51187.585938 Penalty: 3023.529053
	Iteration 6Q: 3 clusters Score -51187.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51214.714844 Penalty: 3023.529053
	Iteration 7Q: 3 clusters Score -51214.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51262.160156 Penalty: 3023.529053
	Iteration 8Q: 3 clusters Score -51262.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51285.980469 Penalty: 3023.529053
	Iteration 9Q: 3 clusters Score -51285.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51285.980469 Penalty: 3023.529053
	Iteration 10F: 3 clusters Score -51285.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -15018.781250 Penalty: 1207.148560
	Iteration 0F: 2 clusters Score -15018.78 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 68 members 
Entering Unmasked Estep 
Score: -14069.616211 Penalty: 2414.297119
	Iteration 0F: 3 clusters Score -14069.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14075.614258 Penalty: 2414.297119
	Iteration 1Q: 3 clusters Score -14075.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14075.614258 Penalty: 2414.297119
	Iteration 2F: 3 clusters Score -14075.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 13403 members 
Mstep: Class 3 contains 7797 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 19053 members 
Mstep: Class 6 contains 38121 members 
Mstep: Class 7 contains 89166 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 12226 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165875 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2710 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 1625 members 
Mstep: Class 16 contains 63772 members 
Mstep: Class 17 contains 12347 members 
Mstep: Class 18 contains 32140 members 
Mstep: Class 19 contains 158070 members 
Mstep: Class 20 contains 18217 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10418 members 
Mstep: Class 23 contains 4575 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26153 members 
Mstep: Class 26 contains 8229 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4629 members 
Mstep: Class 29 contains 21366 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5913 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 10782 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913056.000000 Penalty: 117577.601562
Iteration 119Q: 36 clusters Score -1.009131e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 13402 members 
Mstep: Class 3 contains 7796 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 19052 members 
Mstep: Class 6 contains 38120 members 
Mstep: Class 7 contains 89160 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12235 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165875 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2710 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 1625 members 
Mstep: Class 16 contains 63771 members 
Mstep: Class 17 contains 12347 members 
Mstep: Class 18 contains 32126 members 
Mstep: Class 19 contains 158062 members 
Mstep: Class 20 contains 18238 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10411 members 
Mstep: Class 23 contains 4573 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26154 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4634 members 
Mstep: Class 29 contains 21370 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5916 members 
Mstep: Class 32 contains 2924 members 
Mstep: Class 33 contains 10784 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913104.000000 Penalty: 117577.601562
Iteration 120F: 36 clusters Score -1.009131e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 13402 members 
Mstep: Class 3 contains 7795 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 19054 members 
Mstep: Class 6 contains 38120 members 
Mstep: Class 7 contains 89157 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 12236 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165879 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2710 members 
Mstep: Class 14 contains 6176 members 
Mstep: Class 15 contains 1625 members 
Mstep: Class 16 contains 63767 members 
Mstep: Class 17 contains 12344 members 
Mstep: Class 18 contains 32110 members 
Mstep: Class 19 contains 158061 members 
Mstep: Class 20 contains 18256 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10405 members 
Mstep: Class 23 contains 4571 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26154 members 
Mstep: Class 26 contains 8226 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4636 members 
Mstep: Class 29 contains 21371 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5916 members 
Mstep: Class 32 contains 2941 members 
Mstep: Class 33 contains 10784 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913072.000000 Penalty: 117577.601562
Iteration 121Q: 36 clusters Score -1.009131e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 13402 members 
Mstep: Class 3 contains 7795 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 19055 members 
Mstep: Class 6 contains 38118 members 
Mstep: Class 7 contains 89160 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 12232 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165878 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2710 members 
Mstep: Class 14 contains 6173 members 
Mstep: Class 15 contains 1626 members 
Mstep: Class 16 contains 63767 members 
Mstep: Class 17 contains 12342 members 
Mstep: Class 18 contains 32088 members 
Mstep: Class 19 contains 158062 members 
Mstep: Class 20 contains 18275 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10400 members 
Mstep: Class 23 contains 4573 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26154 members 
Mstep: Class 26 contains 8223 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4635 members 
Mstep: Class 29 contains 21370 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5920 members 
Mstep: Class 32 contains 2951 members 
Mstep: Class 33 contains 10785 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913096.000000 Penalty: 117577.601562
Iteration 122Q: 36 clusters Score -1.009131e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 13401 members 
Mstep: Class 3 contains 7795 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 19057 members 
Mstep: Class 6 contains 38118 members 
Mstep: Class 7 contains 89160 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 12235 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165882 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2710 members 
Mstep: Class 14 contains 6172 members 
Mstep: Class 15 contains 1625 members 
Mstep: Class 16 contains 63765 members 
Mstep: Class 17 contains 12340 members 
Mstep: Class 18 contains 32063 members 
Mstep: Class 19 contains 158067 members 
Mstep: Class 20 contains 18286 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10398 members 
Mstep: Class 23 contains 4574 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26154 members 
Mstep: Class 26 contains 8222 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4635 members 
Mstep: Class 29 contains 21371 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5920 members 
Mstep: Class 32 contains 2959 members 
Mstep: Class 33 contains 10785 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913088.000000 Penalty: 117577.601562
Iteration 123Q: 36 clusters Score -1.009131e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 13402 members 
Mstep: Class 3 contains 7794 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 19058 members 
Mstep: Class 6 contains 38116 members 
Mstep: Class 7 contains 89159 members 
Mstep: Class 8 contains 4969 members 
Mstep: Class 9 contains 12231 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165886 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2711 members 
Mstep: Class 14 contains 6170 members 
Mstep: Class 15 contains 1627 members 
Mstep: Class 16 contains 63763 members 
Mstep: Class 17 contains 12340 members 
Mstep: Class 18 contains 32041 members 
Mstep: Class 19 contains 158072 members 
Mstep: Class 20 contains 18299 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 4576 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26155 members 
Mstep: Class 26 contains 8218 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4634 members 
Mstep: Class 29 contains 21372 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5923 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 10786 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913152.000000 Penalty: 117577.601562
Iteration 124Q: 36 clusters Score -1.009132e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 13402 members 
Mstep: Class 3 contains 7794 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19060 members 
Mstep: Class 6 contains 38114 members 
Mstep: Class 7 contains 89156 members 
Mstep: Class 8 contains 4968 members 
Mstep: Class 9 contains 12246 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165891 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 6168 members 
Mstep: Class 15 contains 1629 members 
Mstep: Class 16 contains 63759 members 
Mstep: Class 17 contains 12339 members 
Mstep: Class 18 contains 32020 members 
Mstep: Class 19 contains 158072 members 
Mstep: Class 20 contains 18310 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10388 members 
Mstep: Class 23 contains 4577 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26157 members 
Mstep: Class 26 contains 8215 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4632 members 
Mstep: Class 29 contains 21375 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5922 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 10786 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913192.000000 Penalty: 117577.601562
Iteration 125Q: 36 clusters Score -1.009132e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13403 members 
Mstep: Class 3 contains 7794 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19062 members 
Mstep: Class 6 contains 38112 members 
Mstep: Class 7 contains 89152 members 
Mstep: Class 8 contains 4967 members 
Mstep: Class 9 contains 12254 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 165895 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 6168 members 
Mstep: Class 15 contains 1629 members 
Mstep: Class 16 contains 63755 members 
Mstep: Class 17 contains 12339 members 
Mstep: Class 18 contains 31988 members 
Mstep: Class 19 contains 158075 members 
Mstep: Class 20 contains 18323 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10381 members 
Mstep: Class 23 contains 4576 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26159 members 
Mstep: Class 26 contains 8213 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4635 members 
Mstep: Class 29 contains 21379 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5925 members 
Mstep: Class 32 contains 2986 members 
Mstep: Class 33 contains 10786 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913272.000000 Penalty: 117577.601562
Iteration 126Q: 36 clusters Score -1.009133e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 13406 members 
Mstep: Class 3 contains 7793 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19065 members 
Mstep: Class 6 contains 38112 members 
Mstep: Class 7 contains 89144 members 
Mstep: Class 8 contains 4969 members 
Mstep: Class 9 contains 12269 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165896 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63753 members 
Mstep: Class 17 contains 12339 members 
Mstep: Class 18 contains 31951 members 
Mstep: Class 19 contains 158071 members 
Mstep: Class 20 contains 18346 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10376 members 
Mstep: Class 23 contains 4576 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26162 members 
Mstep: Class 26 contains 8212 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4633 members 
Mstep: Class 29 contains 21385 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5926 members 
Mstep: Class 32 contains 2990 members 
Mstep: Class 33 contains 10786 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913264.000000 Penalty: 117577.601562
Iteration 127Q: 36 clusters Score -1.009133e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 13412 members 
Mstep: Class 3 contains 7794 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19072 members 
Mstep: Class 6 contains 38113 members 
Mstep: Class 7 contains 89134 members 
Mstep: Class 8 contains 4969 members 
Mstep: Class 9 contains 12277 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165895 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2711 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63760 members 
Mstep: Class 17 contains 12339 members 
Mstep: Class 18 contains 31913 members 
Mstep: Class 19 contains 158070 members 
Mstep: Class 20 contains 18363 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10367 members 
Mstep: Class 23 contains 4576 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26165 members 
Mstep: Class 26 contains 8212 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4633 members 
Mstep: Class 29 contains 21389 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5929 members 
Mstep: Class 32 contains 2990 members 
Mstep: Class 33 contains 10786 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913328.000000 Penalty: 117577.601562
Iteration 128Q: 36 clusters Score -1.009133e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 13416 members 
Mstep: Class 3 contains 7794 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19073 members 
Mstep: Class 6 contains 38113 members 
Mstep: Class 7 contains 89128 members 
Mstep: Class 8 contains 4967 members 
Mstep: Class 9 contains 12286 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165897 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2713 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63758 members 
Mstep: Class 17 contains 12338 members 
Mstep: Class 18 contains 31882 members 
Mstep: Class 19 contains 158072 members 
Mstep: Class 20 contains 18384 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10360 members 
Mstep: Class 23 contains 4576 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26168 members 
Mstep: Class 26 contains 8212 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4632 members 
Mstep: Class 29 contains 21393 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5931 members 
Mstep: Class 32 contains 2990 members 
Mstep: Class 33 contains 10788 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913312.000000 Penalty: 117577.601562
Iteration 129Q: 36 clusters Score -1.009133e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13421 members 
Mstep: Class 3 contains 7792 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19076 members 
Mstep: Class 6 contains 38113 members 
Mstep: Class 7 contains 89122 members 
Mstep: Class 8 contains 4966 members 
Mstep: Class 9 contains 12288 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165899 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2713 members 
Mstep: Class 14 contains 6165 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63756 members 
Mstep: Class 17 contains 12337 members 
Mstep: Class 18 contains 31859 members 
Mstep: Class 19 contains 158078 members 
Mstep: Class 20 contains 18405 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10354 members 
Mstep: Class 23 contains 4577 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26169 members 
Mstep: Class 26 contains 8213 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4632 members 
Mstep: Class 29 contains 21393 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5929 members 
Mstep: Class 32 contains 2992 members 
Mstep: Class 33 contains 10789 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913328.000000 Penalty: 117577.601562
Iteration 130Q: 36 clusters Score -1.009133e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13423 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19078 members 
Mstep: Class 6 contains 38112 members 
Mstep: Class 7 contains 89116 members 
Mstep: Class 8 contains 4967 members 
Mstep: Class 9 contains 12289 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165903 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2713 members 
Mstep: Class 14 contains 6165 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63757 members 
Mstep: Class 17 contains 12337 members 
Mstep: Class 18 contains 31836 members 
Mstep: Class 19 contains 158078 members 
Mstep: Class 20 contains 18415 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10351 members 
Mstep: Class 23 contains 4577 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26170 members 
Mstep: Class 26 contains 8213 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4634 members 
Mstep: Class 29 contains 21395 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5932 members 
Mstep: Class 32 contains 2995 members 
Mstep: Class 33 contains 10791 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913344.000000 Penalty: 117577.601562
Iteration 131Q: 36 clusters Score -1.009133e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 13424 members 
Mstep: Class 3 contains 7790 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19080 members 
Mstep: Class 6 contains 38112 members 
Mstep: Class 7 contains 89105 members 
Mstep: Class 8 contains 4967 members 
Mstep: Class 9 contains 12299 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165905 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2713 members 
Mstep: Class 14 contains 6165 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63758 members 
Mstep: Class 17 contains 12338 members 
Mstep: Class 18 contains 31808 members 
Mstep: Class 19 contains 158084 members 
Mstep: Class 20 contains 18424 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10350 members 
Mstep: Class 23 contains 4577 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26171 members 
Mstep: Class 26 contains 8213 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4634 members 
Mstep: Class 29 contains 21402 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5932 members 
Mstep: Class 32 contains 2997 members 
Mstep: Class 33 contains 10791 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913336.000000 Penalty: 117577.601562
Iteration 132Q: 36 clusters Score -1.009133e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13425 members 
Mstep: Class 3 contains 7790 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19079 members 
Mstep: Class 6 contains 38112 members 
Mstep: Class 7 contains 89100 members 
Mstep: Class 8 contains 4968 members 
Mstep: Class 9 contains 12305 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165905 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2713 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63763 members 
Mstep: Class 17 contains 12338 members 
Mstep: Class 18 contains 31797 members 
Mstep: Class 19 contains 158090 members 
Mstep: Class 20 contains 18425 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10347 members 
Mstep: Class 23 contains 4577 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26171 members 
Mstep: Class 26 contains 8213 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4631 members 
Mstep: Class 29 contains 21405 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5931 members 
Mstep: Class 32 contains 2998 members 
Mstep: Class 33 contains 10791 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913240.000000 Penalty: 117577.601562
Iteration 133Q: 36 clusters Score -1.009132e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 13427 members 
Mstep: Class 3 contains 7790 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19079 members 
Mstep: Class 6 contains 38113 members 
Mstep: Class 7 contains 89097 members 
Mstep: Class 8 contains 4969 members 
Mstep: Class 9 contains 12300 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165906 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2713 members 
Mstep: Class 14 contains 6163 members 
Mstep: Class 15 contains 1629 members 
Mstep: Class 16 contains 63770 members 
Mstep: Class 17 contains 12339 members 
Mstep: Class 18 contains 31780 members 
Mstep: Class 19 contains 158092 members 
Mstep: Class 20 contains 18433 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10346 members 
Mstep: Class 23 contains 4577 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26171 members 
Mstep: Class 26 contains 8211 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4632 members 
Mstep: Class 29 contains 21406 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5933 members 
Mstep: Class 32 contains 3000 members 
Mstep: Class 33 contains 10792 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913296.000000 Penalty: 117577.601562
Iteration 134Q: 36 clusters Score -1.009133e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 13428 members 
Mstep: Class 3 contains 7790 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19080 members 
Mstep: Class 6 contains 38112 members 
Mstep: Class 7 contains 89093 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 12300 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165908 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2713 members 
Mstep: Class 14 contains 6162 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 63771 members 
Mstep: Class 17 contains 12340 members 
Mstep: Class 18 contains 31766 members 
Mstep: Class 19 contains 158096 members 
Mstep: Class 20 contains 18439 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10345 members 
Mstep: Class 23 contains 4577 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26171 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4630 members 
Mstep: Class 29 contains 21409 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5935 members 
Mstep: Class 32 contains 3002 members 
Mstep: Class 33 contains 10792 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913392.000000 Penalty: 117577.601562
Iteration 135Q: 36 clusters Score -1.009134e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 13429 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19081 members 
Mstep: Class 6 contains 38110 members 
Mstep: Class 7 contains 89082 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12302 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165910 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6162 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 63773 members 
Mstep: Class 17 contains 12339 members 
Mstep: Class 18 contains 31755 members 
Mstep: Class 19 contains 158100 members 
Mstep: Class 20 contains 18444 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10343 members 
Mstep: Class 23 contains 4579 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26171 members 
Mstep: Class 26 contains 8208 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4630 members 
Mstep: Class 29 contains 21413 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5936 members 
Mstep: Class 32 contains 3004 members 
Mstep: Class 33 contains 10792 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913416.000000 Penalty: 117577.601562
Iteration 136Q: 36 clusters Score -1.009134e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 13428 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19081 members 
Mstep: Class 6 contains 38109 members 
Mstep: Class 7 contains 89077 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12305 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165913 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6162 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 63771 members 
Mstep: Class 17 contains 12338 members 
Mstep: Class 18 contains 31745 members 
Mstep: Class 19 contains 158101 members 
Mstep: Class 20 contains 18457 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10342 members 
Mstep: Class 23 contains 4579 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26171 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4630 members 
Mstep: Class 29 contains 21411 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5939 members 
Mstep: Class 32 contains 3004 members 
Mstep: Class 33 contains 10792 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913384.000000 Penalty: 117577.601562
Iteration 137Q: 36 clusters Score -1.009134e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 13427 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19082 members 
Mstep: Class 6 contains 38108 members 
Mstep: Class 7 contains 89075 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12313 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165914 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6162 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 63771 members 
Mstep: Class 17 contains 12337 members 
Mstep: Class 18 contains 31736 members 
Mstep: Class 19 contains 158099 members 
Mstep: Class 20 contains 18468 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10339 members 
Mstep: Class 23 contains 4578 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26171 members 
Mstep: Class 26 contains 8205 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4630 members 
Mstep: Class 29 contains 21411 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5939 members 
Mstep: Class 32 contains 3004 members 
Mstep: Class 33 contains 10793 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913376.000000 Penalty: 117577.601562
Iteration 138Q: 36 clusters Score -1.009134e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 13428 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19083 members 
Mstep: Class 6 contains 38108 members 
Mstep: Class 7 contains 89073 members 
Mstep: Class 8 contains 4972 members 
Mstep: Class 9 contains 12317 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165913 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6162 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 63769 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31726 members 
Mstep: Class 19 contains 158098 members 
Mstep: Class 20 contains 18479 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10338 members 
Mstep: Class 23 contains 4579 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26171 members 
Mstep: Class 26 contains 8206 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4627 members 
Mstep: Class 29 contains 21410 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5940 members 
Mstep: Class 32 contains 3004 members 
Mstep: Class 33 contains 10793 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913360.000000 Penalty: 117577.601562
Iteration 139Q: 36 clusters Score -1.009134e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 13429 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19084 members 
Mstep: Class 6 contains 38108 members 
Mstep: Class 7 contains 89071 members 
Mstep: Class 8 contains 4972 members 
Mstep: Class 9 contains 12319 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165914 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6162 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 63770 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31713 members 
Mstep: Class 19 contains 158096 members 
Mstep: Class 20 contains 18493 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 10336 members 
Mstep: Class 23 contains 4579 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26171 members 
Mstep: Class 26 contains 8206 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4625 members 
Mstep: Class 29 contains 21412 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5939 members 
Mstep: Class 32 contains 3004 members 
Mstep: Class 33 contains 10793 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913344.000000 Penalty: 117577.601562
Iteration 140F: 36 clusters Score -1.009133e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 13428 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19085 members 
Mstep: Class 6 contains 38108 members 
Mstep: Class 7 contains 89070 members 
Mstep: Class 8 contains 4972 members 
Mstep: Class 9 contains 12321 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165916 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 63770 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31698 members 
Mstep: Class 19 contains 158101 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10334 members 
Mstep: Class 23 contains 4579 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26171 members 
Mstep: Class 26 contains 8208 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4624 members 
Mstep: Class 29 contains 21412 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5938 members 
Mstep: Class 32 contains 3005 members 
Mstep: Class 33 contains 10794 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913384.000000 Penalty: 117577.601562
Iteration 141Q: 36 clusters Score -1.009134e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 13428 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19086 members 
Mstep: Class 6 contains 38107 members 
Mstep: Class 7 contains 89068 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12327 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165914 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 63770 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31688 members 
Mstep: Class 19 contains 158104 members 
Mstep: Class 20 contains 18513 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10330 members 
Mstep: Class 23 contains 4579 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26171 members 
Mstep: Class 26 contains 8205 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4624 members 
Mstep: Class 29 contains 21412 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5940 members 
Mstep: Class 32 contains 3004 members 
Mstep: Class 33 contains 10795 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913384.000000 Penalty: 117577.601562
Iteration 142Q: 36 clusters Score -1.009134e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 13426 members 
Mstep: Class 3 contains 7793 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19088 members 
Mstep: Class 6 contains 38107 members 
Mstep: Class 7 contains 89066 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12333 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165911 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 63770 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31672 members 
Mstep: Class 19 contains 158101 members 
Mstep: Class 20 contains 18526 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10329 members 
Mstep: Class 23 contains 4579 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26173 members 
Mstep: Class 26 contains 8204 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4625 members 
Mstep: Class 29 contains 21413 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5940 members 
Mstep: Class 32 contains 3004 members 
Mstep: Class 33 contains 10796 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913416.000000 Penalty: 117577.601562
Iteration 143Q: 36 clusters Score -1.009134e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 13425 members 
Mstep: Class 3 contains 7794 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19089 members 
Mstep: Class 6 contains 38106 members 
Mstep: Class 7 contains 89064 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12336 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165911 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 63770 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31656 members 
Mstep: Class 19 contains 158106 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10327 members 
Mstep: Class 23 contains 4579 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26175 members 
Mstep: Class 26 contains 8204 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4624 members 
Mstep: Class 29 contains 21413 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5939 members 
Mstep: Class 32 contains 3004 members 
Mstep: Class 33 contains 10796 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913392.000000 Penalty: 117577.601562
Iteration 144Q: 36 clusters Score -1.009134e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 13425 members 
Mstep: Class 3 contains 7794 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19091 members 
Mstep: Class 6 contains 38106 members 
Mstep: Class 7 contains 89060 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12341 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165909 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 63770 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31648 members 
Mstep: Class 19 contains 158109 members 
Mstep: Class 20 contains 18544 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10324 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26177 members 
Mstep: Class 26 contains 8204 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4623 members 
Mstep: Class 29 contains 21413 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5939 members 
Mstep: Class 32 contains 3004 members 
Mstep: Class 33 contains 10796 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913424.000000 Penalty: 117577.601562
Iteration 145Q: 36 clusters Score -1.009134e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 13425 members 
Mstep: Class 3 contains 7793 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19093 members 
Mstep: Class 6 contains 38106 members 
Mstep: Class 7 contains 89057 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 12346 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165909 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63771 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31639 members 
Mstep: Class 19 contains 158109 members 
Mstep: Class 20 contains 18548 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10322 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26179 members 
Mstep: Class 26 contains 8204 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4626 members 
Mstep: Class 29 contains 21413 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5940 members 
Mstep: Class 32 contains 3004 members 
Mstep: Class 33 contains 10796 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913480.000000 Penalty: 117577.601562
Iteration 146Q: 36 clusters Score -1.009135e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 13425 members 
Mstep: Class 3 contains 7793 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19095 members 
Mstep: Class 6 contains 38106 members 
Mstep: Class 7 contains 89056 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 12346 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165912 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63771 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31622 members 
Mstep: Class 19 contains 158111 members 
Mstep: Class 20 contains 18551 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10320 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26180 members 
Mstep: Class 26 contains 8206 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4629 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3004 members 
Mstep: Class 33 contains 10796 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913416.000000 Penalty: 117577.601562
Iteration 147Q: 36 clusters Score -1.009134e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 13425 members 
Mstep: Class 3 contains 7794 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19096 members 
Mstep: Class 6 contains 38106 members 
Mstep: Class 7 contains 89055 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 12350 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165916 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63770 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31611 members 
Mstep: Class 19 contains 158111 members 
Mstep: Class 20 contains 18553 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10318 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8206 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4629 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5941 members 
Mstep: Class 32 contains 3005 members 
Mstep: Class 33 contains 10797 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913480.000000 Penalty: 117577.601562
Iteration 148Q: 36 clusters Score -1.009135e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 13425 members 
Mstep: Class 3 contains 7794 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19096 members 
Mstep: Class 6 contains 38106 members 
Mstep: Class 7 contains 89055 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12349 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165920 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63771 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31601 members 
Mstep: Class 19 contains 158109 members 
Mstep: Class 20 contains 18556 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10314 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8206 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4632 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10800 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913400.000000 Penalty: 117577.601562
Iteration 149Q: 36 clusters Score -1.009134e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 13425 members 
Mstep: Class 3 contains 7794 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38106 members 
Mstep: Class 7 contains 89053 members 
Mstep: Class 8 contains 4972 members 
Mstep: Class 9 contains 12350 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165924 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63771 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31596 members 
Mstep: Class 19 contains 158108 members 
Mstep: Class 20 contains 18556 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10312 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8206 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4636 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5940 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913424.000000 Penalty: 117577.601562
Iteration 150Q: 36 clusters Score -1.009134e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 13426 members 
Mstep: Class 3 contains 7794 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19096 members 
Mstep: Class 6 contains 38106 members 
Mstep: Class 7 contains 89054 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12350 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165928 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63767 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31594 members 
Mstep: Class 19 contains 158109 members 
Mstep: Class 20 contains 18556 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10311 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8206 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4638 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5940 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913480.000000 Penalty: 117577.601562
Iteration 151Q: 36 clusters Score -1.009135e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13427 members 
Mstep: Class 3 contains 7794 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19096 members 
Mstep: Class 6 contains 38106 members 
Mstep: Class 7 contains 89053 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 12350 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165930 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63766 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31584 members 
Mstep: Class 19 contains 158110 members 
Mstep: Class 20 contains 18557 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10312 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8206 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4644 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5940 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913536.000000 Penalty: 117577.601562
Iteration 152Q: 36 clusters Score -1.009135e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13427 members 
Mstep: Class 3 contains 7793 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19096 members 
Mstep: Class 6 contains 38106 members 
Mstep: Class 7 contains 89054 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12350 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165931 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63765 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31580 members 
Mstep: Class 19 contains 158112 members 
Mstep: Class 20 contains 18558 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10310 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8206 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4645 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5941 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913504.000000 Penalty: 117577.601562
Iteration 153Q: 36 clusters Score -1.009135e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13427 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38106 members 
Mstep: Class 7 contains 89055 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12350 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165931 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63765 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31576 members 
Mstep: Class 19 contains 158111 members 
Mstep: Class 20 contains 18560 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10307 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4649 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913536.000000 Penalty: 117577.601562
Iteration 154Q: 36 clusters Score -1.009135e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13428 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38106 members 
Mstep: Class 7 contains 89054 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12351 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165932 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63765 members 
Mstep: Class 17 contains 12335 members 
Mstep: Class 18 contains 31574 members 
Mstep: Class 19 contains 158111 members 
Mstep: Class 20 contains 18563 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10306 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4648 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913568.000000 Penalty: 117577.601562
Iteration 155Q: 36 clusters Score -1.009136e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13428 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38106 members 
Mstep: Class 7 contains 89054 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12353 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165932 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63765 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31576 members 
Mstep: Class 19 contains 158109 members 
Mstep: Class 20 contains 18563 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4647 members 
Mstep: Class 29 contains 21413 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913568.000000 Penalty: 117577.601562
Iteration 156Q: 36 clusters Score -1.009136e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13428 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38106 members 
Mstep: Class 7 contains 89053 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12356 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165932 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63765 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31575 members 
Mstep: Class 19 contains 158109 members 
Mstep: Class 20 contains 18563 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4646 members 
Mstep: Class 29 contains 21413 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913544.000000 Penalty: 117577.601562
Iteration 157Q: 36 clusters Score -1.009135e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13428 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38107 members 
Mstep: Class 7 contains 89051 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12358 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165932 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63766 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31574 members 
Mstep: Class 19 contains 158109 members 
Mstep: Class 20 contains 18563 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 4579 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4645 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913528.000000 Penalty: 117577.601562
Iteration 158Q: 36 clusters Score -1.009135e+08 nChanged 2
Entering ConstructFrom: 
Score: -100913528.000000 Penalty: 117577.601562
Entering ConstructFrom: 
Trying to split cluster 1 (11804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Entering Unmasked Estep 
Score: -1601270.875000 Penalty: 2325.296143
	Iteration 0F: 2 clusters Score -1601271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1592508.875000 Penalty: 4650.592285
	Iteration 0F: 3 clusters Score -1592509 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1595130.250000 Penalty: 4650.592285
	Iteration 1F: 3 clusters Score -1595130 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1595467.000000 Penalty: 4650.592285
	Iteration 2F: 3 clusters Score -1595467 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1595699.625000 Penalty: 4650.592285
	Iteration 3Q: 3 clusters Score -1595700 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1595861.625000 Penalty: 4650.592285
	Iteration 4Q: 3 clusters Score -1595862 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1596005.125000 Penalty: 4650.592285
	Iteration 5Q: 3 clusters Score -1596005 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1596142.250000 Penalty: 4650.592285
	Iteration 6Q: 3 clusters Score -1596142 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1596323.500000 Penalty: 4650.592285
	Iteration 7Q: 3 clusters Score -1596324 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1596562.000000 Penalty: 4650.592285
	Iteration 8Q: 3 clusters Score -1596562 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1596913.125000 Penalty: 4650.592285
	Iteration 9Q: 3 clusters Score -1596913 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1597354.000000 Penalty: 4650.592285
	Iteration 10F: 3 clusters Score -1597354 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1597829.875000 Penalty: 4650.592285
	Iteration 11F: 3 clusters Score -1597830 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1598296.000000 Penalty: 4650.592285
	Iteration 12F: 3 clusters Score -1598296 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1598669.875000 Penalty: 4650.592285
	Iteration 13Q: 3 clusters Score -1598670 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1598931.875000 Penalty: 4650.592285
	Iteration 14Q: 3 clusters Score -1598932 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1599063.875000 Penalty: 4650.592285
	Iteration 15Q: 3 clusters Score -1599064 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1599116.625000 Penalty: 4650.592285
	Iteration 16Q: 3 clusters Score -1599117 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1599160.625000 Penalty: 4650.592285
	Iteration 17Q: 3 clusters Score -1599161 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1599180.000000 Penalty: 4650.592285
	Iteration 18Q: 3 clusters Score -1599180 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1599198.500000 Penalty: 4650.592285
	Iteration 19Q: 3 clusters Score -1599198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1599209.250000 Penalty: 4650.592285
	Iteration 20F: 3 clusters Score -1599209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1599207.750000 Penalty: 4650.592285
	Iteration 21Q: 3 clusters Score -1599208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1599218.750000 Penalty: 4650.592285
	Iteration 22Q: 3 clusters Score -1599219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1599222.000000 Penalty: 4650.592285
	Iteration 23Q: 3 clusters Score -1599222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1599221.250000 Penalty: 4650.592285
	Iteration 24Q: 3 clusters Score -1599221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1599222.125000 Penalty: 4650.592285
	Iteration 25Q: 3 clusters Score -1599222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1599220.375000 Penalty: 4650.592285
	Iteration 26Q: 3 clusters Score -1599220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1599222.125000 Penalty: 4650.592285
	Iteration 27Q: 3 clusters Score -1599222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1599227.125000 Penalty: 4650.592285
	Iteration 28Q: 3 clusters Score -1599227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1599225.625000 Penalty: 4650.592285
	Iteration 29Q: 3 clusters Score -1599226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1599226.250000 Penalty: 4650.592285
	Iteration 30Q: 3 clusters Score -1599226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1599226.125000 Penalty: 4650.592285
	Iteration 31Q: 3 clusters Score -1599226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1599224.250000 Penalty: 4650.592285
	Iteration 32Q: 3 clusters Score -1599224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1599226.125000 Penalty: 4650.592285
	Iteration 33Q: 3 clusters Score -1599226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1599225.625000 Penalty: 4650.592285
	Iteration 34Q: 3 clusters Score -1599226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1599229.625000 Penalty: 4650.592285
	Iteration 35Q: 3 clusters Score -1599230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1599226.625000 Penalty: 4650.592285
	Iteration 36Q: 3 clusters Score -1599227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1599227.250000 Penalty: 4650.592285
	Iteration 37Q: 3 clusters Score -1599227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1599228.000000 Penalty: 4650.592285
	Iteration 38Q: 3 clusters Score -1599228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1599228.000000 Penalty: 4650.592285
	Iteration 39F: 3 clusters Score -1599228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Entering Unmasked Estep 
Score: -1805153.500000 Penalty: 2357.264160
	Iteration 0F: 2 clusters Score -1805154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1795332.750000 Penalty: 4714.528320
	Iteration 0F: 3 clusters Score -1795333 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1798693.250000 Penalty: 4714.528320
	Iteration 1F: 3 clusters Score -1798693 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1799291.000000 Penalty: 4714.528320
	Iteration 2F: 3 clusters Score -1799291 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1799847.000000 Penalty: 4714.528320
	Iteration 3F: 3 clusters Score -1799847 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1800405.250000 Penalty: 4714.528320
	Iteration 4F: 3 clusters Score -1800405 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1800949.000000 Penalty: 4714.528320
	Iteration 5F: 3 clusters Score -1800949 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1801467.125000 Penalty: 4714.528320
	Iteration 6F: 3 clusters Score -1801467 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1801877.250000 Penalty: 4714.528320
	Iteration 7Q: 3 clusters Score -1801877 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1802163.000000 Penalty: 4714.528320
	Iteration 8Q: 3 clusters Score -1802163 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1802398.125000 Penalty: 4714.528320
	Iteration 9Q: 3 clusters Score -1802398 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1802581.500000 Penalty: 4714.528320
	Iteration 10Q: 3 clusters Score -1802582 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1802721.250000 Penalty: 4714.528320
	Iteration 11Q: 3 clusters Score -1802721 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1802792.250000 Penalty: 4714.528320
	Iteration 12Q: 3 clusters Score -1802792 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1802847.750000 Penalty: 4714.528320
	Iteration 13Q: 3 clusters Score -1802848 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1802885.875000 Penalty: 4714.528320
	Iteration 14Q: 3 clusters Score -1802886 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1802919.125000 Penalty: 4714.528320
	Iteration 15Q: 3 clusters Score -1802919 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1802950.875000 Penalty: 4714.528320
	Iteration 16Q: 3 clusters Score -1802951 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1802973.125000 Penalty: 4714.528320
	Iteration 17Q: 3 clusters Score -1802973 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1803007.500000 Penalty: 4714.528320
	Iteration 18Q: 3 clusters Score -1803008 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1803023.750000 Penalty: 4714.528320
	Iteration 19Q: 3 clusters Score -1803024 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1803046.750000 Penalty: 4714.528320
	Iteration 20F: 3 clusters Score -1803047 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1803076.000000 Penalty: 4714.528320
	Iteration 21Q: 3 clusters Score -1803076 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1803101.875000 Penalty: 4714.528320
	Iteration 22Q: 3 clusters Score -1803102 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1803120.625000 Penalty: 4714.528320
	Iteration 23Q: 3 clusters Score -1803121 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1803145.125000 Penalty: 4714.528320
	Iteration 24Q: 3 clusters Score -1803145 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1803161.000000 Penalty: 4714.528320
	Iteration 25Q: 3 clusters Score -1803161 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1803178.875000 Penalty: 4714.528320
	Iteration 26Q: 3 clusters Score -1803179 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1803190.375000 Penalty: 4714.528320
	Iteration 27Q: 3 clusters Score -1803190 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1803207.000000 Penalty: 4714.528320
	Iteration 28Q: 3 clusters Score -1803207 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1803219.750000 Penalty: 4714.528320
	Iteration 29Q: 3 clusters Score -1803220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1803242.625000 Penalty: 4714.528320
	Iteration 30Q: 3 clusters Score -1803243 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1803268.375000 Penalty: 4714.528320
	Iteration 31Q: 3 clusters Score -1803268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1803288.250000 Penalty: 4714.528320
	Iteration 32Q: 3 clusters Score -1803288 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1803312.875000 Penalty: 4714.528320
	Iteration 33Q: 3 clusters Score -1803313 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1803331.625000 Penalty: 4714.528320
	Iteration 34Q: 3 clusters Score -1803332 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1803341.125000 Penalty: 4714.528320
	Iteration 35Q: 3 clusters Score -1803341 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1803353.875000 Penalty: 4714.528320
	Iteration 36Q: 3 clusters Score -1803354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1803361.625000 Penalty: 4714.528320
	Iteration 37Q: 3 clusters Score -1803362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1803369.250000 Penalty: 4714.528320
	Iteration 38Q: 3 clusters Score -1803369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1803375.375000 Penalty: 4714.528320
	Iteration 39Q: 3 clusters Score -1803375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1803380.875000 Penalty: 4714.528320
	Iteration 40F: 3 clusters Score -1803381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1803387.375000 Penalty: 4714.528320
	Iteration 41Q: 3 clusters Score -1803387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1803388.250000 Penalty: 4714.528320
	Iteration 42Q: 3 clusters Score -1803388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1803401.000000 Penalty: 4714.528320
	Iteration 43Q: 3 clusters Score -1803401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1803405.875000 Penalty: 4714.528320
	Iteration 44Q: 3 clusters Score -1803406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1803409.500000 Penalty: 4714.528320
	Iteration 45Q: 3 clusters Score -1803410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1803412.875000 Penalty: 4714.528320
	Iteration 46Q: 3 clusters Score -1803413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1803411.750000 Penalty: 4714.528320
	Iteration 47Q: 3 clusters Score -1803412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1803419.875000 Penalty: 4714.528320
	Iteration 48Q: 3 clusters Score -1803420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1803420.125000 Penalty: 4714.528320
	Iteration 49Q: 3 clusters Score -1803420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1803425.875000 Penalty: 4714.528320
	Iteration 50Q: 3 clusters Score -1803426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1803424.625000 Penalty: 4714.528320
	Iteration 51Q: 3 clusters Score -1803425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1803428.500000 Penalty: 4714.528320
	Iteration 52Q: 3 clusters Score -1803428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1803428.625000 Penalty: 4714.528320
	Iteration 53Q: 3 clusters Score -1803429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1803430.625000 Penalty: 4714.528320
	Iteration 54Q: 3 clusters Score -1803431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1803428.500000 Penalty: 4714.528320
	Iteration 55Q: 3 clusters Score -1803428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1803432.875000 Penalty: 4714.528320
	Iteration 56Q: 3 clusters Score -1803433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1803434.250000 Penalty: 4714.528320
	Iteration 57Q: 3 clusters Score -1803434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1803434.625000 Penalty: 4714.528320
	Iteration 58Q: 3 clusters Score -1803435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1803432.250000 Penalty: 4714.528320
	Iteration 59Q: 3 clusters Score -1803432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1803437.250000 Penalty: 4714.528320
	Iteration 60F: 3 clusters Score -1803437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1803436.125000 Penalty: 4714.528320
	Iteration 61Q: 3 clusters Score -1803436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1803438.500000 Penalty: 4714.528320
	Iteration 62Q: 3 clusters Score -1803438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1803438.250000 Penalty: 4714.528320
	Iteration 63Q: 3 clusters Score -1803438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1803438.250000 Penalty: 4714.528320
	Iteration 64F: 3 clusters Score -1803438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Entering Unmasked Estep 
Score: -1039900.812500 Penalty: 2222.259766
	Iteration 0F: 2 clusters Score -1039901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1033595.187500 Penalty: 4444.519531
	Iteration 0F: 3 clusters Score -1033595 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1035451.250000 Penalty: 4444.519531
	Iteration 1F: 3 clusters Score -1035451 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1035817.750000 Penalty: 4444.519531
	Iteration 2F: 3 clusters Score -1035818 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1036131.000000 Penalty: 4444.519531
	Iteration 3F: 3 clusters Score -1036131 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1036369.375000 Penalty: 4444.519531
	Iteration 4F: 3 clusters Score -1036369 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1036589.687500 Penalty: 4444.519531
	Iteration 5Q: 3 clusters Score -1036590 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1036788.812500 Penalty: 4444.519531
	Iteration 6Q: 3 clusters Score -1036789 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1036947.625000 Penalty: 4444.519531
	Iteration 7Q: 3 clusters Score -1036948 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1037094.187500 Penalty: 4444.519531
	Iteration 8Q: 3 clusters Score -1037094 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1037233.937500 Penalty: 4444.519531
	Iteration 9Q: 3 clusters Score -1037234 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1037335.625000 Penalty: 4444.519531
	Iteration 10Q: 3 clusters Score -1037336 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1037414.125000 Penalty: 4444.519531
	Iteration 11Q: 3 clusters Score -1037414 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1037465.562500 Penalty: 4444.519531
	Iteration 12Q: 3 clusters Score -1037466 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1037501.125000 Penalty: 4444.519531
	Iteration 13Q: 3 clusters Score -1037501 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1037529.562500 Penalty: 4444.519531
	Iteration 14Q: 3 clusters Score -1037530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1037550.250000 Penalty: 4444.519531
	Iteration 15Q: 3 clusters Score -1037550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1037569.500000 Penalty: 4444.519531
	Iteration 16Q: 3 clusters Score -1037570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1037586.062500 Penalty: 4444.519531
	Iteration 17Q: 3 clusters Score -1037586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1037604.687500 Penalty: 4444.519531
	Iteration 18Q: 3 clusters Score -1037605 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1037620.687500 Penalty: 4444.519531
	Iteration 19Q: 3 clusters Score -1037621 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1037636.312500 Penalty: 4444.519531
	Iteration 20F: 3 clusters Score -1037636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1037646.125000 Penalty: 4444.519531
	Iteration 21Q: 3 clusters Score -1037646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1037655.312500 Penalty: 4444.519531
	Iteration 22Q: 3 clusters Score -1037655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1037663.375000 Penalty: 4444.519531
	Iteration 23Q: 3 clusters Score -1037663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1037667.812500 Penalty: 4444.519531
	Iteration 24Q: 3 clusters Score -1037668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1037673.812500 Penalty: 4444.519531
	Iteration 25Q: 3 clusters Score -1037674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1037680.312500 Penalty: 4444.519531
	Iteration 26Q: 3 clusters Score -1037680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1037684.187500 Penalty: 4444.519531
	Iteration 27Q: 3 clusters Score -1037684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1037687.812500 Penalty: 4444.519531
	Iteration 28Q: 3 clusters Score -1037688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1037688.875000 Penalty: 4444.519531
	Iteration 29Q: 3 clusters Score -1037689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1037692.125000 Penalty: 4444.519531
	Iteration 30Q: 3 clusters Score -1037692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1037692.062500 Penalty: 4444.519531
	Iteration 31Q: 3 clusters Score -1037692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1037696.250000 Penalty: 4444.519531
	Iteration 32Q: 3 clusters Score -1037696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1037697.375000 Penalty: 4444.519531
	Iteration 33Q: 3 clusters Score -1037697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1037700.875000 Penalty: 4444.519531
	Iteration 34Q: 3 clusters Score -1037701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1037702.562500 Penalty: 4444.519531
	Iteration 35Q: 3 clusters Score -1037703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1037705.625000 Penalty: 4444.519531
	Iteration 36Q: 3 clusters Score -1037706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1037707.437500 Penalty: 4444.519531
	Iteration 37Q: 3 clusters Score -1037707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1037708.937500 Penalty: 4444.519531
	Iteration 38Q: 3 clusters Score -1037709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1037714.312500 Penalty: 4444.519531
	Iteration 39Q: 3 clusters Score -1037714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1037719.625000 Penalty: 4444.519531
	Iteration 40F: 3 clusters Score -1037720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1037724.187500 Penalty: 4444.519531
	Iteration 41Q: 3 clusters Score -1037724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1037731.562500 Penalty: 4444.519531
	Iteration 42Q: 3 clusters Score -1037732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1037736.375000 Penalty: 4444.519531
	Iteration 43Q: 3 clusters Score -1037736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1037739.937500 Penalty: 4444.519531
	Iteration 44Q: 3 clusters Score -1037740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1037741.187500 Penalty: 4444.519531
	Iteration 45Q: 3 clusters Score -1037741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1037747.062500 Penalty: 4444.519531
	Iteration 46Q: 3 clusters Score -1037747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1037754.000000 Penalty: 4444.519531
	Iteration 47Q: 3 clusters Score -1037754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1037755.062500 Penalty: 4444.519531
	Iteration 48Q: 3 clusters Score -1037755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1037758.562500 Penalty: 4444.519531
	Iteration 49Q: 3 clusters Score -1037759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1037759.812500 Penalty: 4444.519531
	Iteration 50Q: 3 clusters Score -1037760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1037765.812500 Penalty: 4444.519531
	Iteration 51Q: 3 clusters Score -1037766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1037768.187500 Penalty: 4444.519531
	Iteration 52Q: 3 clusters Score -1037768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1037773.375000 Penalty: 4444.519531
	Iteration 53Q: 3 clusters Score -1037773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1037773.312500 Penalty: 4444.519531
	Iteration 54Q: 3 clusters Score -1037773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1037775.812500 Penalty: 4444.519531
	Iteration 55Q: 3 clusters Score -1037776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1037779.062500 Penalty: 4444.519531
	Iteration 56Q: 3 clusters Score -1037779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1037779.250000 Penalty: 4444.519531
	Iteration 57Q: 3 clusters Score -1037779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1037779.562500 Penalty: 4444.519531
	Iteration 58Q: 3 clusters Score -1037780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1037781.750000 Penalty: 4444.519531
	Iteration 59Q: 3 clusters Score -1037782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1037784.437500 Penalty: 4444.519531
	Iteration 60F: 3 clusters Score -1037784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1037783.562500 Penalty: 4444.519531
	Iteration 61Q: 3 clusters Score -1037784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1037784.125000 Penalty: 4444.519531
	Iteration 62Q: 3 clusters Score -1037784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1037784.125000 Penalty: 4444.519531
	Iteration 63F: 3 clusters Score -1037784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Entering Unmasked Estep 
Score: -284681.531250 Penalty: 1910.793335
	Iteration 0F: 2 clusters Score -284681.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -281879.531250 Penalty: 3821.586670
	Iteration 0F: 3 clusters Score -281879.5 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -282435.125000 Penalty: 3821.586670
	Iteration 1F: 3 clusters Score -282435.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -282599.812500 Penalty: 3821.586670
	Iteration 2F: 3 clusters Score -282599.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -282746.312500 Penalty: 3821.586670
	Iteration 3F: 3 clusters Score -282746.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -282896.937500 Penalty: 3821.586670
	Iteration 4F: 3 clusters Score -282896.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -283062.125000 Penalty: 3821.586670
	Iteration 5F: 3 clusters Score -283062.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -283256.625000 Penalty: 3821.586670
	Iteration 6F: 3 clusters Score -283256.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -283420.718750 Penalty: 3821.586670
	Iteration 7F: 3 clusters Score -283420.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -283522.437500 Penalty: 3821.586670
	Iteration 8Q: 3 clusters Score -283522.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -283592.906250 Penalty: 3821.586670
	Iteration 9Q: 3 clusters Score -283592.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -283634.406250 Penalty: 3821.586670
	Iteration 10Q: 3 clusters Score -283634.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -283674.437500 Penalty: 3821.586670
	Iteration 11Q: 3 clusters Score -283674.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -283725.000000 Penalty: 3821.586670
	Iteration 12Q: 3 clusters Score -283725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -283752.625000 Penalty: 3821.586670
	Iteration 13Q: 3 clusters Score -283752.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -283778.562500 Penalty: 3821.586670
	Iteration 14Q: 3 clusters Score -283778.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -283788.625000 Penalty: 3821.586670
	Iteration 15Q: 3 clusters Score -283788.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -283797.968750 Penalty: 3821.586670
	Iteration 16Q: 3 clusters Score -283798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -283805.750000 Penalty: 3821.586670
	Iteration 17Q: 3 clusters Score -283805.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -283814.593750 Penalty: 3821.586670
	Iteration 18Q: 3 clusters Score -283814.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -283821.750000 Penalty: 3821.586670
	Iteration 19Q: 3 clusters Score -283821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -283825.468750 Penalty: 3821.586670
	Iteration 20F: 3 clusters Score -283825.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -283827.968750 Penalty: 3821.586670
	Iteration 21Q: 3 clusters Score -283828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -283829.093750 Penalty: 3821.586670
	Iteration 22Q: 3 clusters Score -283829.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -283831.125000 Penalty: 3821.586670
	Iteration 23Q: 3 clusters Score -283831.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -283832.218750 Penalty: 3821.586670
	Iteration 24Q: 3 clusters Score -283832.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -283832.562500 Penalty: 3821.586670
	Iteration 25Q: 3 clusters Score -283832.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -283833.312500 Penalty: 3821.586670
	Iteration 26Q: 3 clusters Score -283833.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -283834.781250 Penalty: 3821.586670
	Iteration 27Q: 3 clusters Score -283834.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -283836.281250 Penalty: 3821.586670
	Iteration 28Q: 3 clusters Score -283836.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -283840.125000 Penalty: 3821.586670
	Iteration 29Q: 3 clusters Score -283840.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -283843.156250 Penalty: 3821.586670
	Iteration 30Q: 3 clusters Score -283843.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -283846.031250 Penalty: 3821.586670
	Iteration 31Q: 3 clusters Score -283846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -283848.156250 Penalty: 3821.586670
	Iteration 32Q: 3 clusters Score -283848.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -283850.156250 Penalty: 3821.586670
	Iteration 33Q: 3 clusters Score -283850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -283850.906250 Penalty: 3821.586670
	Iteration 34Q: 3 clusters Score -283850.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -283851.906250 Penalty: 3821.586670
	Iteration 35Q: 3 clusters Score -283851.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -283851.906250 Penalty: 3821.586670
	Iteration 36F: 3 clusters Score -283851.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Entering Unmasked Estep 
Score: -2590293.000000 Penalty: 2444.606934
	Iteration 0F: 2 clusters Score -2590293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2576786.250000 Penalty: 4889.213867
	Iteration 0F: 3 clusters Score -2576786 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2581336.250000 Penalty: 4889.213867
	Iteration 1F: 3 clusters Score -2581336 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2581942.500000 Penalty: 4889.213867
	Iteration 2F: 3 clusters Score -2581942 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2582542.750000 Penalty: 4889.213867
	Iteration 3F: 3 clusters Score -2582543 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2583116.250000 Penalty: 4889.213867
	Iteration 4F: 3 clusters Score -2583116 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2583619.750000 Penalty: 4889.213867
	Iteration 5F: 3 clusters Score -2583620 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2584055.250000 Penalty: 4889.213867
	Iteration 6Q: 3 clusters Score -2584055 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2584469.750000 Penalty: 4889.213867
	Iteration 7Q: 3 clusters Score -2584470 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2584827.000000 Penalty: 4889.213867
	Iteration 8Q: 3 clusters Score -2584827 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2585196.000000 Penalty: 4889.213867
	Iteration 9Q: 3 clusters Score -2585196 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2585573.250000 Penalty: 4889.213867
	Iteration 10Q: 3 clusters Score -2585573 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2585947.750000 Penalty: 4889.213867
	Iteration 11Q: 3 clusters Score -2585948 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2586293.750000 Penalty: 4889.213867
	Iteration 12Q: 3 clusters Score -2586294 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2586720.000000 Penalty: 4889.213867
	Iteration 13Q: 3 clusters Score -2586720 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2587088.250000 Penalty: 4889.213867
	Iteration 14Q: 3 clusters Score -2587088 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2587419.500000 Penalty: 4889.213867
	Iteration 15Q: 3 clusters Score -2587420 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2587631.500000 Penalty: 4889.213867
	Iteration 16Q: 3 clusters Score -2587632 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2587784.500000 Penalty: 4889.213867
	Iteration 17Q: 3 clusters Score -2587784 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2587908.250000 Penalty: 4889.213867
	Iteration 18Q: 3 clusters Score -2587908 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2588000.500000 Penalty: 4889.213867
	Iteration 19Q: 3 clusters Score -2588000 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2588078.500000 Penalty: 4889.213867
	Iteration 20F: 3 clusters Score -2588078 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2588139.750000 Penalty: 4889.213867
	Iteration 21Q: 3 clusters Score -2588140 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2588186.250000 Penalty: 4889.213867
	Iteration 22Q: 3 clusters Score -2588186 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2588237.250000 Penalty: 4889.213867
	Iteration 23Q: 3 clusters Score -2588237 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2588286.000000 Penalty: 4889.213867
	Iteration 24Q: 3 clusters Score -2588286 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2588316.750000 Penalty: 4889.213867
	Iteration 25Q: 3 clusters Score -2588317 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2588348.500000 Penalty: 4889.213867
	Iteration 26Q: 3 clusters Score -2588348 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2588376.000000 Penalty: 4889.213867
	Iteration 27Q: 3 clusters Score -2588376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2588396.750000 Penalty: 4889.213867
	Iteration 28Q: 3 clusters Score -2588397 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2588421.250000 Penalty: 4889.213867
	Iteration 29Q: 3 clusters Score -2588421 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2588443.750000 Penalty: 4889.213867
	Iteration 30Q: 3 clusters Score -2588444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2588460.750000 Penalty: 4889.213867
	Iteration 31Q: 3 clusters Score -2588461 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2588477.750000 Penalty: 4889.213867
	Iteration 32Q: 3 clusters Score -2588478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2588492.250000 Penalty: 4889.213867
	Iteration 33Q: 3 clusters Score -2588492 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2588499.750000 Penalty: 4889.213867
	Iteration 34Q: 3 clusters Score -2588500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2588514.000000 Penalty: 4889.213867
	Iteration 35Q: 3 clusters Score -2588514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2588517.250000 Penalty: 4889.213867
	Iteration 36Q: 3 clusters Score -2588517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2588528.250000 Penalty: 4889.213867
	Iteration 37Q: 3 clusters Score -2588528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2588535.750000 Penalty: 4889.213867
	Iteration 38Q: 3 clusters Score -2588536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2588535.000000 Penalty: 4889.213867
	Iteration 39Q: 3 clusters Score -2588535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2588547.250000 Penalty: 4889.213867
	Iteration 40F: 3 clusters Score -2588547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2588548.750000 Penalty: 4889.213867
	Iteration 41Q: 3 clusters Score -2588549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2588553.750000 Penalty: 4889.213867
	Iteration 42Q: 3 clusters Score -2588554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2588559.750000 Penalty: 4889.213867
	Iteration 43Q: 3 clusters Score -2588560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2588560.750000 Penalty: 4889.213867
	Iteration 44Q: 3 clusters Score -2588561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2588563.250000 Penalty: 4889.213867
	Iteration 45Q: 3 clusters Score -2588563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2588564.250000 Penalty: 4889.213867
	Iteration 46Q: 3 clusters Score -2588564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2588568.250000 Penalty: 4889.213867
	Iteration 47Q: 3 clusters Score -2588568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2588569.250000 Penalty: 4889.213867
	Iteration 48Q: 3 clusters Score -2588569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2588569.250000 Penalty: 4889.213867
	Iteration 49Q: 3 clusters Score -2588569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2588574.500000 Penalty: 4889.213867
	Iteration 50Q: 3 clusters Score -2588574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2588580.000000 Penalty: 4889.213867
	Iteration 51Q: 3 clusters Score -2588580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2588579.250000 Penalty: 4889.213867
	Iteration 52Q: 3 clusters Score -2588579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2588582.000000 Penalty: 4889.213867
	Iteration 53Q: 3 clusters Score -2588582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2588584.750000 Penalty: 4889.213867
	Iteration 54Q: 3 clusters Score -2588585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2588589.750000 Penalty: 4889.213867
	Iteration 55Q: 3 clusters Score -2588590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2588593.750000 Penalty: 4889.213867
	Iteration 56Q: 3 clusters Score -2588594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2588596.500000 Penalty: 4889.213867
	Iteration 57Q: 3 clusters Score -2588596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2588602.750000 Penalty: 4889.213867
	Iteration 58Q: 3 clusters Score -2588603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2588600.500000 Penalty: 4889.213867
	Iteration 59Q: 3 clusters Score -2588600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2588599.750000 Penalty: 4889.213867
	Iteration 60F: 3 clusters Score -2588600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2588599.500000 Penalty: 4889.213867
	Iteration 61Q: 3 clusters Score -2588600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2588598.500000 Penalty: 4889.213867
	Iteration 62Q: 3 clusters Score -2588598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2588598.000000 Penalty: 4889.213867
	Iteration 63Q: 3 clusters Score -2588598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2588600.250000 Penalty: 4889.213867
	Iteration 64Q: 3 clusters Score -2588600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2588602.500000 Penalty: 4889.213867
	Iteration 65Q: 3 clusters Score -2588602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2588604.250000 Penalty: 4889.213867
	Iteration 66Q: 3 clusters Score -2588604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2588605.750000 Penalty: 4889.213867
	Iteration 67Q: 3 clusters Score -2588606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2588608.500000 Penalty: 4889.213867
	Iteration 68Q: 3 clusters Score -2588608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2588608.500000 Penalty: 4889.213867
	Iteration 69Q: 3 clusters Score -2588608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2588613.750000 Penalty: 4889.213867
	Iteration 70Q: 3 clusters Score -2588614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2588610.750000 Penalty: 4889.213867
	Iteration 71Q: 3 clusters Score -2588611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2588611.750000 Penalty: 4889.213867
	Iteration 72Q: 3 clusters Score -2588612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2588611.500000 Penalty: 4889.213867
	Iteration 73Q: 3 clusters Score -2588612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2588614.500000 Penalty: 4889.213867
	Iteration 74Q: 3 clusters Score -2588614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2588614.500000 Penalty: 4889.213867
	Iteration 75Q: 3 clusters Score -2588614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2588617.250000 Penalty: 4889.213867
	Iteration 76Q: 3 clusters Score -2588617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2588615.750000 Penalty: 4889.213867
	Iteration 77Q: 3 clusters Score -2588616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2588619.000000 Penalty: 4889.213867
	Iteration 78Q: 3 clusters Score -2588619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2588621.250000 Penalty: 4889.213867
	Iteration 79Q: 3 clusters Score -2588621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2588619.250000 Penalty: 4889.213867
	Iteration 80F: 3 clusters Score -2588619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2588620.250000 Penalty: 4889.213867
	Iteration 81Q: 3 clusters Score -2588620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2588620.750000 Penalty: 4889.213867
	Iteration 82Q: 3 clusters Score -2588621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2588621.000000 Penalty: 4889.213867
	Iteration 83Q: 3 clusters Score -2588621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2588624.750000 Penalty: 4889.213867
	Iteration 84Q: 3 clusters Score -2588625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2588624.500000 Penalty: 4889.213867
	Iteration 85Q: 3 clusters Score -2588624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2588624.500000 Penalty: 4889.213867
	Iteration 86F: 3 clusters Score -2588624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Entering Unmasked Estep 
Score: -5294009.500000 Penalty: 2615.941895
	Iteration 0F: 2 clusters Score -5294010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -5268091.500000 Penalty: 5231.883789
	Iteration 0F: 3 clusters Score -5268092 nChanged 17309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -5277588.000000 Penalty: 5231.883789
	Iteration 1F: 3 clusters Score -5277588 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -5277999.500000 Penalty: 5231.883789
	Iteration 2Q: 3 clusters Score -5278000 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -5278374.500000 Penalty: 5231.883789
	Iteration 3Q: 3 clusters Score -5278374 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -5278785.000000 Penalty: 5231.883789
	Iteration 4Q: 3 clusters Score -5278785 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -5279276.000000 Penalty: 5231.883789
	Iteration 5Q: 3 clusters Score -5279276 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -5280138.000000 Penalty: 5231.883789
	Iteration 6Q: 3 clusters Score -5280138 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -5281458.500000 Penalty: 5231.883789
	Iteration 7F: 3 clusters Score -5281458 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -5283216.500000 Penalty: 5231.883789
	Iteration 8F: 3 clusters Score -5283216 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -5285237.500000 Penalty: 5231.883789
	Iteration 9F: 3 clusters Score -5285238 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -5287093.500000 Penalty: 5231.883789
	Iteration 10F: 3 clusters Score -5287094 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -5288420.000000 Penalty: 5231.883789
	Iteration 11F: 3 clusters Score -5288420 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -5289324.500000 Penalty: 5231.883789
	Iteration 12Q: 3 clusters Score -5289324 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -5289969.500000 Penalty: 5231.883789
	Iteration 13Q: 3 clusters Score -5289970 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -5290471.000000 Penalty: 5231.883789
	Iteration 14Q: 3 clusters Score -5290471 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -5290785.500000 Penalty: 5231.883789
	Iteration 15Q: 3 clusters Score -5290786 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -5291014.000000 Penalty: 5231.883789
	Iteration 16Q: 3 clusters Score -5291014 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5291241.500000 Penalty: 5231.883789
	Iteration 17Q: 3 clusters Score -5291242 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5291444.500000 Penalty: 5231.883789
	Iteration 18Q: 3 clusters Score -5291444 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5291591.000000 Penalty: 5231.883789
	Iteration 19Q: 3 clusters Score -5291591 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5291702.500000 Penalty: 5231.883789
	Iteration 20F: 3 clusters Score -5291702 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5291765.000000 Penalty: 5231.883789
	Iteration 21Q: 3 clusters Score -5291765 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5291842.500000 Penalty: 5231.883789
	Iteration 22Q: 3 clusters Score -5291842 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5291888.500000 Penalty: 5231.883789
	Iteration 23Q: 3 clusters Score -5291888 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5291902.500000 Penalty: 5231.883789
	Iteration 24Q: 3 clusters Score -5291902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5291935.500000 Penalty: 5231.883789
	Iteration 25Q: 3 clusters Score -5291936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5291956.000000 Penalty: 5231.883789
	Iteration 26Q: 3 clusters Score -5291956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5291965.500000 Penalty: 5231.883789
	Iteration 27Q: 3 clusters Score -5291966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5291977.500000 Penalty: 5231.883789
	Iteration 28Q: 3 clusters Score -5291978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5291982.000000 Penalty: 5231.883789
	Iteration 29Q: 3 clusters Score -5291982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5291987.500000 Penalty: 5231.883789
	Iteration 30Q: 3 clusters Score -5291988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5291984.000000 Penalty: 5231.883789
	Iteration 31Q: 3 clusters Score -5291984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5291983.000000 Penalty: 5231.883789
	Iteration 32Q: 3 clusters Score -5291983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5291988.000000 Penalty: 5231.883789
	Iteration 33Q: 3 clusters Score -5291988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5291993.000000 Penalty: 5231.883789
	Iteration 34Q: 3 clusters Score -5291993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5291988.500000 Penalty: 5231.883789
	Iteration 35Q: 3 clusters Score -5291988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5291987.500000 Penalty: 5231.883789
	Iteration 36Q: 3 clusters Score -5291988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5291990.000000 Penalty: 5231.883789
	Iteration 37Q: 3 clusters Score -5291990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5291992.000000 Penalty: 5231.883789
	Iteration 38Q: 3 clusters Score -5291992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5291995.000000 Penalty: 5231.883789
	Iteration 39Q: 3 clusters Score -5291995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5291999.500000 Penalty: 5231.883789
	Iteration 40F: 3 clusters Score -5292000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5292003.500000 Penalty: 5231.883789
	Iteration 41Q: 3 clusters Score -5292004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5292001.500000 Penalty: 5231.883789
	Iteration 42Q: 3 clusters Score -5292002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5292003.500000 Penalty: 5231.883789
	Iteration 43Q: 3 clusters Score -5292004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5292003.500000 Penalty: 5231.883789
	Iteration 44F: 3 clusters Score -5292004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (89051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89051 members 
Entering Unmasked Estep 
Score: -12127848.000000 Penalty: 2826.447021
	Iteration 0F: 2 clusters Score -1.212785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -12068216.000000 Penalty: 5652.894043
	Iteration 0F: 3 clusters Score -1.206822e+07 nChanged 41816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -12092781.000000 Penalty: 5652.894043
	Iteration 1F: 3 clusters Score -1.209278e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -12094569.000000 Penalty: 5652.894043
	Iteration 2Q: 3 clusters Score -1.209457e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -12097419.000000 Penalty: 5652.894043
	Iteration 3F: 3 clusters Score -1.209742e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 56071 members 
Entering Unmasked Estep 
Score: -12101622.000000 Penalty: 5652.894043
	Iteration 4F: 3 clusters Score -1.210162e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 60591 members 
Entering Unmasked Estep 
Score: -12106291.000000 Penalty: 5652.894043
	Iteration 5F: 3 clusters Score -1.210629e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -12110348.000000 Penalty: 5652.894043
	Iteration 6F: 3 clusters Score -1.211035e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 69005 members 
Entering Unmasked Estep 
Score: -12113406.000000 Penalty: 5652.894043
	Iteration 7F: 3 clusters Score -1.211341e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 72459 members 
Entering Unmasked Estep 
Score: -12115643.000000 Penalty: 5652.894043
	Iteration 8Q: 3 clusters Score -1.211564e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 75590 members 
Entering Unmasked Estep 
Score: -12117561.000000 Penalty: 5652.894043
	Iteration 9Q: 3 clusters Score -1.211756e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 78423 members 
Entering Unmasked Estep 
Score: -12119342.000000 Penalty: 5652.894043
	Iteration 10Q: 3 clusters Score -1.211934e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -12120849.000000 Penalty: 5652.894043
	Iteration 11Q: 3 clusters Score -1.212085e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 82786 members 
Entering Unmasked Estep 
Score: -12122161.000000 Penalty: 5652.894043
	Iteration 12Q: 3 clusters Score -1.212216e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 84300 members 
Entering Unmasked Estep 
Score: -12123175.000000 Penalty: 5652.894043
	Iteration 13Q: 3 clusters Score -1.212318e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 85358 members 
Entering Unmasked Estep 
Score: -12123914.000000 Penalty: 5652.894043
	Iteration 14Q: 3 clusters Score -1.212391e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 86136 members 
Entering Unmasked Estep 
Score: -12124399.000000 Penalty: 5652.894043
	Iteration 15Q: 3 clusters Score -1.21244e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 86635 members 
Entering Unmasked Estep 
Score: -12124670.000000 Penalty: 5652.894043
	Iteration 16Q: 3 clusters Score -1.212467e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 86970 members 
Entering Unmasked Estep 
Score: -12124887.000000 Penalty: 5652.894043
	Iteration 17Q: 3 clusters Score -1.212489e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 87206 members 
Entering Unmasked Estep 
Score: -12125038.000000 Penalty: 5652.894043
	Iteration 18Q: 3 clusters Score -1.212504e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 87379 members 
Entering Unmasked Estep 
Score: -12125135.000000 Penalty: 5652.894043
	Iteration 19Q: 3 clusters Score -1.212514e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 87510 members 
Entering Unmasked Estep 
Score: -12125245.000000 Penalty: 5652.894043
	Iteration 20F: 3 clusters Score -1.212524e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 87600 members 
Entering Unmasked Estep 
Score: -12125317.000000 Penalty: 5652.894043
	Iteration 21Q: 3 clusters Score -1.212532e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 87681 members 
Entering Unmasked Estep 
Score: -12125340.000000 Penalty: 5652.894043
	Iteration 22Q: 3 clusters Score -1.212534e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 87738 members 
Entering Unmasked Estep 
Score: -12125396.000000 Penalty: 5652.894043
	Iteration 23Q: 3 clusters Score -1.21254e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 87782 members 
Entering Unmasked Estep 
Score: -12125438.000000 Penalty: 5652.894043
	Iteration 24Q: 3 clusters Score -1.212544e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 87805 members 
Entering Unmasked Estep 
Score: -12125456.000000 Penalty: 5652.894043
	Iteration 25Q: 3 clusters Score -1.212546e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 87823 members 
Entering Unmasked Estep 
Score: -12125460.000000 Penalty: 5652.894043
	Iteration 26Q: 3 clusters Score -1.212546e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 87849 members 
Entering Unmasked Estep 
Score: -12125477.000000 Penalty: 5652.894043
	Iteration 27Q: 3 clusters Score -1.212548e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 87873 members 
Entering Unmasked Estep 
Score: -12125481.000000 Penalty: 5652.894043
	Iteration 28Q: 3 clusters Score -1.212548e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 87892 members 
Entering Unmasked Estep 
Score: -12125504.000000 Penalty: 5652.894043
	Iteration 29Q: 3 clusters Score -1.21255e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 87900 members 
Entering Unmasked Estep 
Score: -12125515.000000 Penalty: 5652.894043
	Iteration 30Q: 3 clusters Score -1.212552e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 87908 members 
Entering Unmasked Estep 
Score: -12125528.000000 Penalty: 5652.894043
	Iteration 31Q: 3 clusters Score -1.212553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 87914 members 
Entering Unmasked Estep 
Score: -12125520.000000 Penalty: 5652.894043
	Iteration 32Q: 3 clusters Score -1.212552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 87923 members 
Entering Unmasked Estep 
Score: -12125525.000000 Penalty: 5652.894043
	Iteration 33Q: 3 clusters Score -1.212552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 87928 members 
Entering Unmasked Estep 
Score: -12125523.000000 Penalty: 5652.894043
	Iteration 34Q: 3 clusters Score -1.212552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 87933 members 
Entering Unmasked Estep 
Score: -12125520.000000 Penalty: 5652.894043
	Iteration 35Q: 3 clusters Score -1.212552e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 87945 members 
Entering Unmasked Estep 
Score: -12125524.000000 Penalty: 5652.894043
	Iteration 36Q: 3 clusters Score -1.212552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 87954 members 
Entering Unmasked Estep 
Score: -12125532.000000 Penalty: 5652.894043
	Iteration 37Q: 3 clusters Score -1.212553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 87961 members 
Entering Unmasked Estep 
Score: -12125528.000000 Penalty: 5652.894043
	Iteration 38Q: 3 clusters Score -1.212553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 87968 members 
Entering Unmasked Estep 
Score: -12125533.000000 Penalty: 5652.894043
	Iteration 39Q: 3 clusters Score -1.212553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 87976 members 
Entering Unmasked Estep 
Score: -12125529.000000 Penalty: 5652.894043
	Iteration 40F: 3 clusters Score -1.212553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 87982 members 
Entering Unmasked Estep 
Score: -12125528.000000 Penalty: 5652.894043
	Iteration 41Q: 3 clusters Score -1.212553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 87991 members 
Entering Unmasked Estep 
Score: -12125523.000000 Penalty: 5652.894043
	Iteration 42Q: 3 clusters Score -1.212552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 87993 members 
Entering Unmasked Estep 
Score: -12125530.000000 Penalty: 5652.894043
	Iteration 43Q: 3 clusters Score -1.212553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 87994 members 
Entering Unmasked Estep 
Score: -12125528.000000 Penalty: 5652.894043
	Iteration 44Q: 3 clusters Score -1.212553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 87993 members 
Entering Unmasked Estep 
Score: -12125538.000000 Penalty: 5652.894043
	Iteration 45Q: 3 clusters Score -1.212554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 87991 members 
Entering Unmasked Estep 
Score: -12125536.000000 Penalty: 5652.894043
	Iteration 46Q: 3 clusters Score -1.212554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 87992 members 
Entering Unmasked Estep 
Score: -12125538.000000 Penalty: 5652.894043
	Iteration 47Q: 3 clusters Score -1.212554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 87992 members 
Entering Unmasked Estep 
Score: -12125538.000000 Penalty: 5652.894043
	Iteration 48F: 3 clusters Score -1.212554e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Entering Unmasked Estep 
Score: -602789.937500 Penalty: 2110.821289
	Iteration 0F: 2 clusters Score -602789.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -598347.250000 Penalty: 4221.642578
	Iteration 0F: 3 clusters Score -598347.2 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -599680.437500 Penalty: 4221.642578
	Iteration 1F: 3 clusters Score -599680.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -600152.875000 Penalty: 4221.642578
	Iteration 2F: 3 clusters Score -600152.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -600507.312500 Penalty: 4221.642578
	Iteration 3F: 3 clusters Score -600507.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -600797.187500 Penalty: 4221.642578
	Iteration 4F: 3 clusters Score -600797.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -600999.062500 Penalty: 4221.642578
	Iteration 5Q: 3 clusters Score -600999.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -601170.250000 Penalty: 4221.642578
	Iteration 6Q: 3 clusters Score -601170.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -601303.000000 Penalty: 4221.642578
	Iteration 7Q: 3 clusters Score -601303 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -601445.750000 Penalty: 4221.642578
	Iteration 8Q: 3 clusters Score -601445.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -601589.062500 Penalty: 4221.642578
	Iteration 9Q: 3 clusters Score -601589.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -601738.375000 Penalty: 4221.642578
	Iteration 10Q: 3 clusters Score -601738.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -601890.187500 Penalty: 4221.642578
	Iteration 11Q: 3 clusters Score -601890.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -601977.875000 Penalty: 4221.642578
	Iteration 12Q: 3 clusters Score -601977.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -602036.062500 Penalty: 4221.642578
	Iteration 13Q: 3 clusters Score -602036.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -602077.875000 Penalty: 4221.642578
	Iteration 14Q: 3 clusters Score -602077.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -602105.125000 Penalty: 4221.642578
	Iteration 15Q: 3 clusters Score -602105.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -602123.062500 Penalty: 4221.642578
	Iteration 16Q: 3 clusters Score -602123.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -602139.312500 Penalty: 4221.642578
	Iteration 17Q: 3 clusters Score -602139.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -602152.375000 Penalty: 4221.642578
	Iteration 18Q: 3 clusters Score -602152.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -602162.000000 Penalty: 4221.642578
	Iteration 19Q: 3 clusters Score -602162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -602166.562500 Penalty: 4221.642578
	Iteration 20F: 3 clusters Score -602166.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -602169.375000 Penalty: 4221.642578
	Iteration 21Q: 3 clusters Score -602169.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -602171.500000 Penalty: 4221.642578
	Iteration 22Q: 3 clusters Score -602171.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -602172.750000 Penalty: 4221.642578
	Iteration 23Q: 3 clusters Score -602172.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -602175.500000 Penalty: 4221.642578
	Iteration 24Q: 3 clusters Score -602175.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -602175.437500 Penalty: 4221.642578
	Iteration 25Q: 3 clusters Score -602175.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -602176.812500 Penalty: 4221.642578
	Iteration 26Q: 3 clusters Score -602176.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -602177.312500 Penalty: 4221.642578
	Iteration 27Q: 3 clusters Score -602177.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -602179.750000 Penalty: 4221.642578
	Iteration 28Q: 3 clusters Score -602179.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -602181.375000 Penalty: 4221.642578
	Iteration 29Q: 3 clusters Score -602181.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -602181.500000 Penalty: 4221.642578
	Iteration 30Q: 3 clusters Score -602181.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -602182.750000 Penalty: 4221.642578
	Iteration 31Q: 3 clusters Score -602182.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -602183.375000 Penalty: 4221.642578
	Iteration 32Q: 3 clusters Score -602183.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -602183.125000 Penalty: 4221.642578
	Iteration 33Q: 3 clusters Score -602183.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -602183.437500 Penalty: 4221.642578
	Iteration 34Q: 3 clusters Score -602183.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -602184.437500 Penalty: 4221.642578
	Iteration 35Q: 3 clusters Score -602184.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -602184.437500 Penalty: 4221.642578
	Iteration 36F: 3 clusters Score -602184.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Entering Unmasked Estep 
Score: -1572694.000000 Penalty: 2336.670654
	Iteration 0F: 2 clusters Score -1572694 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 6144 members 
Entering Unmasked Estep 
Score: -1563547.625000 Penalty: 4673.341309
	Iteration 0F: 3 clusters Score -1563548 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1566456.375000 Penalty: 4673.341309
	Iteration 1F: 3 clusters Score -1566456 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1566915.250000 Penalty: 4673.341309
	Iteration 2F: 3 clusters Score -1566915 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1567305.750000 Penalty: 4673.341309
	Iteration 3F: 3 clusters Score -1567306 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1567659.000000 Penalty: 4673.341309
	Iteration 4F: 3 clusters Score -1567659 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1567942.750000 Penalty: 4673.341309
	Iteration 5Q: 3 clusters Score -1567943 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1568228.750000 Penalty: 4673.341309
	Iteration 6Q: 3 clusters Score -1568229 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1568476.125000 Penalty: 4673.341309
	Iteration 7Q: 3 clusters Score -1568476 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1568681.125000 Penalty: 4673.341309
	Iteration 8Q: 3 clusters Score -1568681 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1568842.000000 Penalty: 4673.341309
	Iteration 9Q: 3 clusters Score -1568842 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1569004.625000 Penalty: 4673.341309
	Iteration 10Q: 3 clusters Score -1569005 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1569179.500000 Penalty: 4673.341309
	Iteration 11Q: 3 clusters Score -1569180 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1569340.000000 Penalty: 4673.341309
	Iteration 12Q: 3 clusters Score -1569340 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1569484.750000 Penalty: 4673.341309
	Iteration 13Q: 3 clusters Score -1569485 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1569629.125000 Penalty: 4673.341309
	Iteration 14Q: 3 clusters Score -1569629 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1569763.875000 Penalty: 4673.341309
	Iteration 15Q: 3 clusters Score -1569764 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1569863.500000 Penalty: 4673.341309
	Iteration 16Q: 3 clusters Score -1569864 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1569967.250000 Penalty: 4673.341309
	Iteration 17Q: 3 clusters Score -1569967 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1570086.750000 Penalty: 4673.341309
	Iteration 18Q: 3 clusters Score -1570087 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1570205.000000 Penalty: 4673.341309
	Iteration 19Q: 3 clusters Score -1570205 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1570293.000000 Penalty: 4673.341309
	Iteration 20F: 3 clusters Score -1570293 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1570370.250000 Penalty: 4673.341309
	Iteration 21Q: 3 clusters Score -1570370 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1570419.625000 Penalty: 4673.341309
	Iteration 22Q: 3 clusters Score -1570420 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1570475.125000 Penalty: 4673.341309
	Iteration 23Q: 3 clusters Score -1570475 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1570518.625000 Penalty: 4673.341309
	Iteration 24Q: 3 clusters Score -1570519 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1570556.750000 Penalty: 4673.341309
	Iteration 25Q: 3 clusters Score -1570557 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1570598.500000 Penalty: 4673.341309
	Iteration 26Q: 3 clusters Score -1570598 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1570631.750000 Penalty: 4673.341309
	Iteration 27Q: 3 clusters Score -1570632 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1570644.500000 Penalty: 4673.341309
	Iteration 28Q: 3 clusters Score -1570644 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1570669.750000 Penalty: 4673.341309
	Iteration 29Q: 3 clusters Score -1570670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1570687.375000 Penalty: 4673.341309
	Iteration 30Q: 3 clusters Score -1570687 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1570704.375000 Penalty: 4673.341309
	Iteration 31Q: 3 clusters Score -1570704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1570723.000000 Penalty: 4673.341309
	Iteration 32Q: 3 clusters Score -1570723 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1570740.750000 Penalty: 4673.341309
	Iteration 33Q: 3 clusters Score -1570741 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1570770.125000 Penalty: 4673.341309
	Iteration 34Q: 3 clusters Score -1570770 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1570800.375000 Penalty: 4673.341309
	Iteration 35Q: 3 clusters Score -1570800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1570826.625000 Penalty: 4673.341309
	Iteration 36Q: 3 clusters Score -1570827 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1570849.000000 Penalty: 4673.341309
	Iteration 37Q: 3 clusters Score -1570849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1570873.500000 Penalty: 4673.341309
	Iteration 38Q: 3 clusters Score -1570874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1570899.875000 Penalty: 4673.341309
	Iteration 39Q: 3 clusters Score -1570900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1570924.000000 Penalty: 4673.341309
	Iteration 40F: 3 clusters Score -1570924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1570933.500000 Penalty: 4673.341309
	Iteration 41Q: 3 clusters Score -1570934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1570945.375000 Penalty: 4673.341309
	Iteration 42Q: 3 clusters Score -1570945 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1570953.375000 Penalty: 4673.341309
	Iteration 43Q: 3 clusters Score -1570953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1570961.250000 Penalty: 4673.341309
	Iteration 44Q: 3 clusters Score -1570961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1570963.750000 Penalty: 4673.341309
	Iteration 45Q: 3 clusters Score -1570964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1570963.500000 Penalty: 4673.341309
	Iteration 46Q: 3 clusters Score -1570964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1570966.125000 Penalty: 4673.341309
	Iteration 47Q: 3 clusters Score -1570966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1570968.000000 Penalty: 4673.341309
	Iteration 48Q: 3 clusters Score -1570968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1570969.250000 Penalty: 4673.341309
	Iteration 49Q: 3 clusters Score -1570969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1570969.375000 Penalty: 4673.341309
	Iteration 50Q: 3 clusters Score -1570969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1570969.250000 Penalty: 4673.341309
	Iteration 51Q: 3 clusters Score -1570969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1570970.875000 Penalty: 4673.341309
	Iteration 52Q: 3 clusters Score -1570971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1570971.750000 Penalty: 4673.341309
	Iteration 53Q: 3 clusters Score -1570972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1570971.000000 Penalty: 4673.341309
	Iteration 54Q: 3 clusters Score -1570971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1570971.000000 Penalty: 4673.341309
	Iteration 55F: 3 clusters Score -1570971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Entering Unmasked Estep 
Score: -289363.000000 Penalty: 1899.942017
	Iteration 0F: 2 clusters Score -289363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -286655.906250 Penalty: 3799.884033
	Iteration 0F: 3 clusters Score -286655.9 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -287103.250000 Penalty: 3799.884033
	Iteration 1F: 3 clusters Score -287103.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -287240.406250 Penalty: 3799.884033
	Iteration 2F: 3 clusters Score -287240.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -287328.343750 Penalty: 3799.884033
	Iteration 3Q: 3 clusters Score -287328.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -287387.062500 Penalty: 3799.884033
	Iteration 4Q: 3 clusters Score -287387.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -287448.312500 Penalty: 3799.884033
	Iteration 5Q: 3 clusters Score -287448.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -287511.531250 Penalty: 3799.884033
	Iteration 6Q: 3 clusters Score -287511.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -287564.343750 Penalty: 3799.884033
	Iteration 7Q: 3 clusters Score -287564.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -287631.375000 Penalty: 3799.884033
	Iteration 8Q: 3 clusters Score -287631.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -287733.750000 Penalty: 3799.884033
	Iteration 9Q: 3 clusters Score -287733.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -287882.781250 Penalty: 3799.884033
	Iteration 10Q: 3 clusters Score -287882.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -288036.968750 Penalty: 3799.884033
	Iteration 11Q: 3 clusters Score -288037 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -288140.156250 Penalty: 3799.884033
	Iteration 12Q: 3 clusters Score -288140.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -288221.625000 Penalty: 3799.884033
	Iteration 13Q: 3 clusters Score -288221.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -288289.000000 Penalty: 3799.884033
	Iteration 14Q: 3 clusters Score -288289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -288335.968750 Penalty: 3799.884033
	Iteration 15Q: 3 clusters Score -288336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -288377.156250 Penalty: 3799.884033
	Iteration 16Q: 3 clusters Score -288377.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -288410.468750 Penalty: 3799.884033
	Iteration 17Q: 3 clusters Score -288410.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -288439.968750 Penalty: 3799.884033
	Iteration 18Q: 3 clusters Score -288440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -288465.250000 Penalty: 3799.884033
	Iteration 19Q: 3 clusters Score -288465.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -288491.468750 Penalty: 3799.884033
	Iteration 20F: 3 clusters Score -288491.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -288511.718750 Penalty: 3799.884033
	Iteration 21Q: 3 clusters Score -288511.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -288528.625000 Penalty: 3799.884033
	Iteration 22Q: 3 clusters Score -288528.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -288544.968750 Penalty: 3799.884033
	Iteration 23Q: 3 clusters Score -288545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -288552.906250 Penalty: 3799.884033
	Iteration 24Q: 3 clusters Score -288552.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -288557.187500 Penalty: 3799.884033
	Iteration 25Q: 3 clusters Score -288557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -288558.656250 Penalty: 3799.884033
	Iteration 26Q: 3 clusters Score -288558.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -288560.718750 Penalty: 3799.884033
	Iteration 27Q: 3 clusters Score -288560.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -288560.906250 Penalty: 3799.884033
	Iteration 28Q: 3 clusters Score -288560.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -288560.906250 Penalty: 3799.884033
	Iteration 29F: 3 clusters Score -288560.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (165932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165932 members 
Entering Unmasked Estep 
Score: -22686020.000000 Penalty: 2980.794434
	Iteration 0F: 2 clusters Score -2.268602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83040 members 
Mstep: Class 2 contains 82892 members 
Entering Unmasked Estep 
Score: -22574730.000000 Penalty: 5961.588867
	Iteration 0F: 3 clusters Score -2.257473e+07 nChanged 79279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82977 members 
Mstep: Class 2 contains 82955 members 
Entering Unmasked Estep 
Score: -22620434.000000 Penalty: 5961.588867
	Iteration 1F: 3 clusters Score -2.262043e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83081 members 
Mstep: Class 2 contains 82851 members 
Entering Unmasked Estep 
Score: -22621136.000000 Penalty: 5961.588867
	Iteration 2Q: 3 clusters Score -2.262114e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83229 members 
Mstep: Class 2 contains 82703 members 
Entering Unmasked Estep 
Score: -22622044.000000 Penalty: 5961.588867
	Iteration 3Q: 3 clusters Score -2.262204e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83318 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -22623148.000000 Penalty: 5961.588867
	Iteration 4Q: 3 clusters Score -2.262315e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83564 members 
Mstep: Class 2 contains 82368 members 
Entering Unmasked Estep 
Score: -22624426.000000 Penalty: 5961.588867
	Iteration 5Q: 3 clusters Score -2.262443e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84049 members 
Mstep: Class 2 contains 81883 members 
Entering Unmasked Estep 
Score: -22626034.000000 Penalty: 5961.588867
	Iteration 6Q: 3 clusters Score -2.262603e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84838 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -22628196.000000 Penalty: 5961.588867
	Iteration 7Q: 3 clusters Score -2.26282e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86217 members 
Mstep: Class 2 contains 79715 members 
Entering Unmasked Estep 
Score: -22630872.000000 Penalty: 5961.588867
	Iteration 8Q: 3 clusters Score -2.263087e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88325 members 
Mstep: Class 2 contains 77607 members 
Entering Unmasked Estep 
Score: -22634530.000000 Penalty: 5961.588867
	Iteration 9Q: 3 clusters Score -2.263453e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91175 members 
Mstep: Class 2 contains 74757 members 
Entering Unmasked Estep 
Score: -22639830.000000 Penalty: 5961.588867
	Iteration 10F: 3 clusters Score -2.263983e+07 nChanged 9480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94519 members 
Mstep: Class 2 contains 71413 members 
Entering Unmasked Estep 
Score: -22645944.000000 Penalty: 5961.588867
	Iteration 11F: 3 clusters Score -2.264594e+07 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97683 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -22651598.000000 Penalty: 5961.588867
	Iteration 12F: 3 clusters Score -2.26516e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100440 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -22655486.000000 Penalty: 5961.588867
	Iteration 13Q: 3 clusters Score -2.265549e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102911 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -22657448.000000 Penalty: 5961.588867
	Iteration 14Q: 3 clusters Score -2.265745e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105110 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
Score: -22658364.000000 Penalty: 5961.588867
	Iteration 15Q: 3 clusters Score -2.265836e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107160 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -22659060.000000 Penalty: 5961.588867
	Iteration 16Q: 3 clusters Score -2.265906e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109169 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -22659520.000000 Penalty: 5961.588867
	Iteration 17Q: 3 clusters Score -2.265952e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111234 members 
Mstep: Class 2 contains 54698 members 
Entering Unmasked Estep 
Score: -22660014.000000 Penalty: 5961.588867
	Iteration 18Q: 3 clusters Score -2.266001e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113327 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -22660432.000000 Penalty: 5961.588867
	Iteration 19Q: 3 clusters Score -2.266043e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115602 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -22661000.000000 Penalty: 5961.588867
	Iteration 20F: 3 clusters Score -2.2661e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117939 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -22661710.000000 Penalty: 5961.588867
	Iteration 21Q: 3 clusters Score -2.266171e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120383 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -22662348.000000 Penalty: 5961.588867
	Iteration 22Q: 3 clusters Score -2.266235e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122912 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -22663086.000000 Penalty: 5961.588867
	Iteration 23Q: 3 clusters Score -2.266309e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125524 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -22664014.000000 Penalty: 5961.588867
	Iteration 24Q: 3 clusters Score -2.266401e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128232 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -22664934.000000 Penalty: 5961.588867
	Iteration 25Q: 3 clusters Score -2.266493e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130991 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -22666018.000000 Penalty: 5961.588867
	Iteration 26Q: 3 clusters Score -2.266602e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133776 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -22666996.000000 Penalty: 5961.588867
	Iteration 27Q: 3 clusters Score -2.2667e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136663 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -22668038.000000 Penalty: 5961.588867
	Iteration 28Q: 3 clusters Score -2.266804e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139623 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -22669388.000000 Penalty: 5961.588867
	Iteration 29Q: 3 clusters Score -2.266939e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142668 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -22670752.000000 Penalty: 5961.588867
	Iteration 30Q: 3 clusters Score -2.267075e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145710 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -22672380.000000 Penalty: 5961.588867
	Iteration 31Q: 3 clusters Score -2.267238e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148671 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -22673846.000000 Penalty: 5961.588867
	Iteration 32Q: 3 clusters Score -2.267385e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151552 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -22675418.000000 Penalty: 5961.588867
	Iteration 33Q: 3 clusters Score -2.267542e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154180 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -22676968.000000 Penalty: 5961.588867
	Iteration 34Q: 3 clusters Score -2.267697e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156550 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -22678376.000000 Penalty: 5961.588867
	Iteration 35Q: 3 clusters Score -2.267838e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158641 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -22679808.000000 Penalty: 5961.588867
	Iteration 36Q: 3 clusters Score -2.267981e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160359 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -22680874.000000 Penalty: 5961.588867
	Iteration 37Q: 3 clusters Score -2.268087e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161691 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -22681650.000000 Penalty: 5961.588867
	Iteration 38Q: 3 clusters Score -2.268165e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162713 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -22682348.000000 Penalty: 5961.588867
	Iteration 39Q: 3 clusters Score -2.268235e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163418 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -22682764.000000 Penalty: 5961.588867
	Iteration 40F: 3 clusters Score -2.268276e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163892 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -22682998.000000 Penalty: 5961.588867
	Iteration 41Q: 3 clusters Score -2.2683e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164211 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -22683190.000000 Penalty: 5961.588867
	Iteration 42Q: 3 clusters Score -2.268319e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164419 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -22683332.000000 Penalty: 5961.588867
	Iteration 43Q: 3 clusters Score -2.268333e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164559 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -22683430.000000 Penalty: 5961.588867
	Iteration 44Q: 3 clusters Score -2.268343e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164662 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -22683490.000000 Penalty: 5961.588867
	Iteration 45Q: 3 clusters Score -2.268349e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164744 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -22683514.000000 Penalty: 5961.588867
	Iteration 46Q: 3 clusters Score -2.268351e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164796 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -22683558.000000 Penalty: 5961.588867
	Iteration 47Q: 3 clusters Score -2.268356e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164828 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -22683586.000000 Penalty: 5961.588867
	Iteration 48Q: 3 clusters Score -2.268359e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164845 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -22683600.000000 Penalty: 5961.588867
	Iteration 49Q: 3 clusters Score -2.26836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164861 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -22683626.000000 Penalty: 5961.588867
	Iteration 50Q: 3 clusters Score -2.268363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164875 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -22683610.000000 Penalty: 5961.588867
	Iteration 51Q: 3 clusters Score -2.268361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164880 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -22683618.000000 Penalty: 5961.588867
	Iteration 52Q: 3 clusters Score -2.268362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164884 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -22683644.000000 Penalty: 5961.588867
	Iteration 53Q: 3 clusters Score -2.268364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164888 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -22683610.000000 Penalty: 5961.588867
	Iteration 54Q: 3 clusters Score -2.268361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164895 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -22683616.000000 Penalty: 5961.588867
	Iteration 55Q: 3 clusters Score -2.268362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164904 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -22683602.000000 Penalty: 5961.588867
	Iteration 56Q: 3 clusters Score -2.26836e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164909 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -22683588.000000 Penalty: 5961.588867
	Iteration 57Q: 3 clusters Score -2.268359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164910 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -22683598.000000 Penalty: 5961.588867
	Iteration 58Q: 3 clusters Score -2.26836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164914 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -22683610.000000 Penalty: 5961.588867
	Iteration 59Q: 3 clusters Score -2.268361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164916 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -22683594.000000 Penalty: 5961.588867
	Iteration 60F: 3 clusters Score -2.268359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164917 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -22683590.000000 Penalty: 5961.588867
	Iteration 61Q: 3 clusters Score -2.268359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164919 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -22683606.000000 Penalty: 5961.588867
	Iteration 62Q: 3 clusters Score -2.268361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164919 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -22683600.000000 Penalty: 5961.588867
	Iteration 63Q: 3 clusters Score -2.26836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164920 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -22683590.000000 Penalty: 5961.588867
	Iteration 64Q: 3 clusters Score -2.268359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164921 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -22683594.000000 Penalty: 5961.588867
	Iteration 65Q: 3 clusters Score -2.268359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164923 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -22683598.000000 Penalty: 5961.588867
	Iteration 66Q: 3 clusters Score -2.26836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164924 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -22683598.000000 Penalty: 5961.588867
	Iteration 67Q: 3 clusters Score -2.26836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164925 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -22683588.000000 Penalty: 5961.588867
	Iteration 68Q: 3 clusters Score -2.268359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164925 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -22683588.000000 Penalty: 5961.588867
	Iteration 69F: 3 clusters Score -2.268359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -104149.773438 Penalty: 1675.719238
	Iteration 0F: 2 clusters Score -104149.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102391.335938 Penalty: 3351.438477
	Iteration 0F: 3 clusters Score -102391.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102740.117188 Penalty: 3351.438477
	Iteration 1F: 3 clusters Score -102740.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -102900.148438 Penalty: 3351.438477
	Iteration 2F: 3 clusters Score -102900.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -103065.101562 Penalty: 3351.438477
	Iteration 3F: 3 clusters Score -103065.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -103358.187500 Penalty: 3351.438477
	Iteration 4F: 3 clusters Score -103358.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -103883.757812 Penalty: 3351.438477
	Iteration 5F: 3 clusters Score -103883.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -104067.085938 Penalty: 3351.438477
	Iteration 6Q: 3 clusters Score -104067.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104162.335938 Penalty: 3351.438477
	Iteration 7Q: 3 clusters Score -104162.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -104319.335938 Penalty: 3351.438477
	Iteration 8Q: 3 clusters Score -104319.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -104357.960938 Penalty: 3351.438477
	Iteration 9Q: 3 clusters Score -104358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -104363.960938 Penalty: 3351.438477
	Iteration 10Q: 3 clusters Score -104364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -104367.062500 Penalty: 3351.438477
	Iteration 11Q: 3 clusters Score -104367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -104371.843750 Penalty: 3351.438477
	Iteration 12Q: 3 clusters Score -104371.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -104371.843750 Penalty: 3351.438477
	Iteration 13F: 3 clusters Score -104371.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13428 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38107 members 
Mstep: Class 7 contains 89051 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12358 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165932 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63766 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31573 members 
Mstep: Class 19 contains 158108 members 
Mstep: Class 20 contains 18563 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 4579 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4647 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
Score: -100911888.000000 Penalty: 120936.960938
Splitting cluster 12 changes total score from -100913528.000000 to -100911888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (2714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Entering Unmasked Estep 
Score: -342932.562500 Penalty: 1960.732422
	Iteration 0F: 2 clusters Score -342932.6 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 1380 members 
Entering Unmasked Estep 
Score: -339866.812500 Penalty: 3921.464844
	Iteration 0F: 3 clusters Score -339866.8 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -340681.687500 Penalty: 3921.464844
	Iteration 1F: 3 clusters Score -340681.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -340991.843750 Penalty: 3921.464844
	Iteration 2F: 3 clusters Score -340991.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -341246.031250 Penalty: 3921.464844
	Iteration 3F: 3 clusters Score -341246 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -341509.281250 Penalty: 3921.464844
	Iteration 4F: 3 clusters Score -341509.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -341756.937500 Penalty: 3921.464844
	Iteration 5F: 3 clusters Score -341756.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -341917.531250 Penalty: 3921.464844
	Iteration 6Q: 3 clusters Score -341917.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -342005.406250 Penalty: 3921.464844
	Iteration 7Q: 3 clusters Score -342005.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -342052.125000 Penalty: 3921.464844
	Iteration 8Q: 3 clusters Score -342052.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -342081.437500 Penalty: 3921.464844
	Iteration 9Q: 3 clusters Score -342081.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -342102.937500 Penalty: 3921.464844
	Iteration 10Q: 3 clusters Score -342102.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -342117.500000 Penalty: 3921.464844
	Iteration 11Q: 3 clusters Score -342117.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -342129.406250 Penalty: 3921.464844
	Iteration 12Q: 3 clusters Score -342129.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -342143.687500 Penalty: 3921.464844
	Iteration 13Q: 3 clusters Score -342143.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -342152.437500 Penalty: 3921.464844
	Iteration 14Q: 3 clusters Score -342152.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -342156.781250 Penalty: 3921.464844
	Iteration 15Q: 3 clusters Score -342156.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -342159.468750 Penalty: 3921.464844
	Iteration 16Q: 3 clusters Score -342159.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -342162.312500 Penalty: 3921.464844
	Iteration 17Q: 3 clusters Score -342162.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -342165.187500 Penalty: 3921.464844
	Iteration 18Q: 3 clusters Score -342165.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -342167.156250 Penalty: 3921.464844
	Iteration 19Q: 3 clusters Score -342167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -342168.000000 Penalty: 3921.464844
	Iteration 20F: 3 clusters Score -342168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -342171.218750 Penalty: 3921.464844
	Iteration 21Q: 3 clusters Score -342171.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -342173.000000 Penalty: 3921.464844
	Iteration 22Q: 3 clusters Score -342173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -342173.375000 Penalty: 3921.464844
	Iteration 23Q: 3 clusters Score -342173.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -342173.375000 Penalty: 3921.464844
	Iteration 24F: 3 clusters Score -342173.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Entering Unmasked Estep 
Score: -831640.687500 Penalty: 2164.046631
	Iteration 0F: 2 clusters Score -831640.7 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 3088 members 
Entering Unmasked Estep 
Score: -826380.500000 Penalty: 4328.093262
	Iteration 0F: 3 clusters Score -826380.5 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -827766.875000 Penalty: 4328.093262
	Iteration 1F: 3 clusters Score -827766.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -828062.375000 Penalty: 4328.093262
	Iteration 2F: 3 clusters Score -828062.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -828208.937500 Penalty: 4328.093262
	Iteration 3F: 3 clusters Score -828208.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -828305.625000 Penalty: 4328.093262
	Iteration 4Q: 3 clusters Score -828305.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -828386.312500 Penalty: 4328.093262
	Iteration 5Q: 3 clusters Score -828386.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -828436.875000 Penalty: 4328.093262
	Iteration 6Q: 3 clusters Score -828436.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -828476.937500 Penalty: 4328.093262
	Iteration 7Q: 3 clusters Score -828476.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -828504.250000 Penalty: 4328.093262
	Iteration 8Q: 3 clusters Score -828504.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -828530.625000 Penalty: 4328.093262
	Iteration 9Q: 3 clusters Score -828530.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -828566.312500 Penalty: 4328.093262
	Iteration 10Q: 3 clusters Score -828566.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -828609.125000 Penalty: 4328.093262
	Iteration 11Q: 3 clusters Score -828609.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -828659.562500 Penalty: 4328.093262
	Iteration 12Q: 3 clusters Score -828659.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -828721.812500 Penalty: 4328.093262
	Iteration 13Q: 3 clusters Score -828721.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -828793.500000 Penalty: 4328.093262
	Iteration 14Q: 3 clusters Score -828793.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -828867.750000 Penalty: 4328.093262
	Iteration 15Q: 3 clusters Score -828867.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -828932.375000 Penalty: 4328.093262
	Iteration 16Q: 3 clusters Score -828932.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -828996.250000 Penalty: 4328.093262
	Iteration 17Q: 3 clusters Score -828996.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -829080.812500 Penalty: 4328.093262
	Iteration 18Q: 3 clusters Score -829080.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -829164.125000 Penalty: 4328.093262
	Iteration 19Q: 3 clusters Score -829164.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -829246.125000 Penalty: 4328.093262
	Iteration 20F: 3 clusters Score -829246.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -829309.062500 Penalty: 4328.093262
	Iteration 21Q: 3 clusters Score -829309.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -829360.875000 Penalty: 4328.093262
	Iteration 22Q: 3 clusters Score -829360.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -829406.062500 Penalty: 4328.093262
	Iteration 23Q: 3 clusters Score -829406.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -829448.937500 Penalty: 4328.093262
	Iteration 24Q: 3 clusters Score -829448.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -829489.562500 Penalty: 4328.093262
	Iteration 25Q: 3 clusters Score -829489.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -829521.375000 Penalty: 4328.093262
	Iteration 26Q: 3 clusters Score -829521.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -829544.375000 Penalty: 4328.093262
	Iteration 27Q: 3 clusters Score -829544.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -829567.062500 Penalty: 4328.093262
	Iteration 28Q: 3 clusters Score -829567.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -829588.125000 Penalty: 4328.093262
	Iteration 29Q: 3 clusters Score -829588.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -829603.937500 Penalty: 4328.093262
	Iteration 30Q: 3 clusters Score -829603.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -829615.562500 Penalty: 4328.093262
	Iteration 31Q: 3 clusters Score -829615.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -829629.125000 Penalty: 4328.093262
	Iteration 32Q: 3 clusters Score -829629.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -829640.062500 Penalty: 4328.093262
	Iteration 33Q: 3 clusters Score -829640.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -829650.125000 Penalty: 4328.093262
	Iteration 34Q: 3 clusters Score -829650.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -829654.250000 Penalty: 4328.093262
	Iteration 35Q: 3 clusters Score -829654.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -829659.875000 Penalty: 4328.093262
	Iteration 36Q: 3 clusters Score -829659.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -829664.125000 Penalty: 4328.093262
	Iteration 37Q: 3 clusters Score -829664.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -829669.187500 Penalty: 4328.093262
	Iteration 38Q: 3 clusters Score -829669.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -829674.375000 Penalty: 4328.093262
	Iteration 39Q: 3 clusters Score -829674.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -829680.250000 Penalty: 4328.093262
	Iteration 40F: 3 clusters Score -829680.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -829688.250000 Penalty: 4328.093262
	Iteration 41Q: 3 clusters Score -829688.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -829696.687500 Penalty: 4328.093262
	Iteration 42Q: 3 clusters Score -829696.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -829707.437500 Penalty: 4328.093262
	Iteration 43Q: 3 clusters Score -829707.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -829722.250000 Penalty: 4328.093262
	Iteration 44Q: 3 clusters Score -829722.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -829737.125000 Penalty: 4328.093262
	Iteration 45Q: 3 clusters Score -829737.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -829751.000000 Penalty: 4328.093262
	Iteration 46Q: 3 clusters Score -829751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -829761.750000 Penalty: 4328.093262
	Iteration 47Q: 3 clusters Score -829761.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -829771.125000 Penalty: 4328.093262
	Iteration 48Q: 3 clusters Score -829771.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -829777.062500 Penalty: 4328.093262
	Iteration 49Q: 3 clusters Score -829777.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -829780.187500 Penalty: 4328.093262
	Iteration 50Q: 3 clusters Score -829780.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -829786.437500 Penalty: 4328.093262
	Iteration 51Q: 3 clusters Score -829786.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -829790.000000 Penalty: 4328.093262
	Iteration 52Q: 3 clusters Score -829790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -829790.562500 Penalty: 4328.093262
	Iteration 53Q: 3 clusters Score -829790.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -829793.000000 Penalty: 4328.093262
	Iteration 54Q: 3 clusters Score -829793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -829796.187500 Penalty: 4328.093262
	Iteration 55Q: 3 clusters Score -829796.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -829797.312500 Penalty: 4328.093262
	Iteration 56Q: 3 clusters Score -829797.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -829799.437500 Penalty: 4328.093262
	Iteration 57Q: 3 clusters Score -829799.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -829798.437500 Penalty: 4328.093262
	Iteration 58Q: 3 clusters Score -829798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -829800.562500 Penalty: 4328.093262
	Iteration 59Q: 3 clusters Score -829800.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -829801.812500 Penalty: 4328.093262
	Iteration 60F: 3 clusters Score -829801.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -829802.250000 Penalty: 4328.093262
	Iteration 61Q: 3 clusters Score -829802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -829803.062500 Penalty: 4328.093262
	Iteration 62Q: 3 clusters Score -829803.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -829803.312500 Penalty: 4328.093262
	Iteration 63Q: 3 clusters Score -829803.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -829804.312500 Penalty: 4328.093262
	Iteration 64Q: 3 clusters Score -829804.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -829806.250000 Penalty: 4328.093262
	Iteration 65Q: 3 clusters Score -829806.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -829806.250000 Penalty: 4328.093262
	Iteration 66F: 3 clusters Score -829806.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -178039.406250 Penalty: 1833.986694
	Iteration 0F: 2 clusters Score -178039.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -175810.328125 Penalty: 3667.973389
	Iteration 0F: 3 clusters Score -175810.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -176489.843750 Penalty: 3667.973389
	Iteration 1F: 3 clusters Score -176489.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -176812.484375 Penalty: 3667.973389
	Iteration 2F: 3 clusters Score -176812.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -176997.875000 Penalty: 3667.973389
	Iteration 3F: 3 clusters Score -176997.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -177097.093750 Penalty: 3667.973389
	Iteration 4Q: 3 clusters Score -177097.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -177141.296875 Penalty: 3667.973389
	Iteration 5Q: 3 clusters Score -177141.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -177179.546875 Penalty: 3667.973389
	Iteration 6Q: 3 clusters Score -177179.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -177203.000000 Penalty: 3667.973389
	Iteration 7Q: 3 clusters Score -177203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -177227.671875 Penalty: 3667.973389
	Iteration 8Q: 3 clusters Score -177227.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -177239.765625 Penalty: 3667.973389
	Iteration 9Q: 3 clusters Score -177239.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -177247.046875 Penalty: 3667.973389
	Iteration 10Q: 3 clusters Score -177247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -177249.671875 Penalty: 3667.973389
	Iteration 11Q: 3 clusters Score -177249.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -177250.625000 Penalty: 3667.973389
	Iteration 12Q: 3 clusters Score -177250.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -177251.234375 Penalty: 3667.973389
	Iteration 13Q: 3 clusters Score -177251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -177254.375000 Penalty: 3667.973389
	Iteration 14Q: 3 clusters Score -177254.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -177256.234375 Penalty: 3667.973389
	Iteration 15Q: 3 clusters Score -177256.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -177256.890625 Penalty: 3667.973389
	Iteration 16Q: 3 clusters Score -177256.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -177256.890625 Penalty: 3667.973389
	Iteration 17F: 3 clusters Score -177256.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Entering Unmasked Estep 
Score: -8614327.000000 Penalty: 2743.617920
	Iteration 0F: 2 clusters Score -8614327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -8571525.000000 Penalty: 5487.235840
	Iteration 0F: 3 clusters Score -8571525 nChanged 29714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -8588812.000000 Penalty: 5487.235840
	Iteration 1F: 3 clusters Score -8588812 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -8589850.000000 Penalty: 5487.235840
	Iteration 2Q: 3 clusters Score -8589850 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -8591009.000000 Penalty: 5487.235840
	Iteration 3Q: 3 clusters Score -8591009 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -8592222.000000 Penalty: 5487.235840
	Iteration 4Q: 3 clusters Score -8592222 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -8593558.000000 Penalty: 5487.235840
	Iteration 5Q: 3 clusters Score -8593558 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -8594776.000000 Penalty: 5487.235840
	Iteration 6Q: 3 clusters Score -8594776 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -8595715.000000 Penalty: 5487.235840
	Iteration 7Q: 3 clusters Score -8595715 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -8596496.000000 Penalty: 5487.235840
	Iteration 8Q: 3 clusters Score -8596496 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -8597058.000000 Penalty: 5487.235840
	Iteration 9Q: 3 clusters Score -8597058 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -8597544.000000 Penalty: 5487.235840
	Iteration 10Q: 3 clusters Score -8597544 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -8597876.000000 Penalty: 5487.235840
	Iteration 11Q: 3 clusters Score -8597876 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -8598127.000000 Penalty: 5487.235840
	Iteration 12Q: 3 clusters Score -8598127 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -8598328.000000 Penalty: 5487.235840
	Iteration 13Q: 3 clusters Score -8598328 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -8598474.000000 Penalty: 5487.235840
	Iteration 14Q: 3 clusters Score -8598474 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -8598597.000000 Penalty: 5487.235840
	Iteration 15Q: 3 clusters Score -8598597 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -8598702.000000 Penalty: 5487.235840
	Iteration 16Q: 3 clusters Score -8598702 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -8598794.000000 Penalty: 5487.235840
	Iteration 17Q: 3 clusters Score -8598794 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -8598859.000000 Penalty: 5487.235840
	Iteration 18Q: 3 clusters Score -8598859 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -8598965.000000 Penalty: 5487.235840
	Iteration 19Q: 3 clusters Score -8598965 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -8599056.000000 Penalty: 5487.235840
	Iteration 20F: 3 clusters Score -8599056 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -8599205.000000 Penalty: 5487.235840
	Iteration 21Q: 3 clusters Score -8599205 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -8599411.000000 Penalty: 5487.235840
	Iteration 22Q: 3 clusters Score -8599411 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -8599618.000000 Penalty: 5487.235840
	Iteration 23Q: 3 clusters Score -8599618 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -8600001.000000 Penalty: 5487.235840
	Iteration 24Q: 3 clusters Score -8600001 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -8600454.000000 Penalty: 5487.235840
	Iteration 25Q: 3 clusters Score -8600454 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -8601093.000000 Penalty: 5487.235840
	Iteration 26Q: 3 clusters Score -8601093 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -8601939.000000 Penalty: 5487.235840
	Iteration 27Q: 3 clusters Score -8601939 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -8602986.000000 Penalty: 5487.235840
	Iteration 28Q: 3 clusters Score -8602986 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -8604246.000000 Penalty: 5487.235840
	Iteration 29Q: 3 clusters Score -8604246 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -8605738.000000 Penalty: 5487.235840
	Iteration 30Q: 3 clusters Score -8605738 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -8607229.000000 Penalty: 5487.235840
	Iteration 31Q: 3 clusters Score -8607229 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -8608520.000000 Penalty: 5487.235840
	Iteration 32Q: 3 clusters Score -8608520 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -8609553.000000 Penalty: 5487.235840
	Iteration 33Q: 3 clusters Score -8609553 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -8610364.000000 Penalty: 5487.235840
	Iteration 34Q: 3 clusters Score -8610364 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61126 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -8610909.000000 Penalty: 5487.235840
	Iteration 35Q: 3 clusters Score -8610909 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -8611297.000000 Penalty: 5487.235840
	Iteration 36Q: 3 clusters Score -8611297 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8611477.000000 Penalty: 5487.235840
	Iteration 37Q: 3 clusters Score -8611477 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8611611.000000 Penalty: 5487.235840
	Iteration 38Q: 3 clusters Score -8611611 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -8611701.000000 Penalty: 5487.235840
	Iteration 39Q: 3 clusters Score -8611701 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8611803.000000 Penalty: 5487.235840
	Iteration 40F: 3 clusters Score -8611803 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62783 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8611850.000000 Penalty: 5487.235840
	Iteration 41Q: 3 clusters Score -8611850 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62846 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8611911.000000 Penalty: 5487.235840
	Iteration 42Q: 3 clusters Score -8611911 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8611965.000000 Penalty: 5487.235840
	Iteration 43Q: 3 clusters Score -8611965 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62938 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8611988.000000 Penalty: 5487.235840
	Iteration 44Q: 3 clusters Score -8611988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8612009.000000 Penalty: 5487.235840
	Iteration 45Q: 3 clusters Score -8612009 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8612037.000000 Penalty: 5487.235840
	Iteration 46Q: 3 clusters Score -8612037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8612059.000000 Penalty: 5487.235840
	Iteration 47Q: 3 clusters Score -8612059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8612066.000000 Penalty: 5487.235840
	Iteration 48Q: 3 clusters Score -8612066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63046 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8612085.000000 Penalty: 5487.235840
	Iteration 49Q: 3 clusters Score -8612085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8612097.000000 Penalty: 5487.235840
	Iteration 50Q: 3 clusters Score -8612097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8612099.000000 Penalty: 5487.235840
	Iteration 51Q: 3 clusters Score -8612099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8612095.000000 Penalty: 5487.235840
	Iteration 52Q: 3 clusters Score -8612095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63066 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8612097.000000 Penalty: 5487.235840
	Iteration 53Q: 3 clusters Score -8612097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63068 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8612111.000000 Penalty: 5487.235840
	Iteration 54Q: 3 clusters Score -8612111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63072 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8612114.000000 Penalty: 5487.235840
	Iteration 55Q: 3 clusters Score -8612114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8612119.000000 Penalty: 5487.235840
	Iteration 56Q: 3 clusters Score -8612119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8612118.000000 Penalty: 5487.235840
	Iteration 57Q: 3 clusters Score -8612118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8612114.000000 Penalty: 5487.235840
	Iteration 58Q: 3 clusters Score -8612114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8612132.000000 Penalty: 5487.235840
	Iteration 59Q: 3 clusters Score -8612132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8612134.000000 Penalty: 5487.235840
	Iteration 60F: 3 clusters Score -8612134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8612136.000000 Penalty: 5487.235840
	Iteration 61Q: 3 clusters Score -8612136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8612137.000000 Penalty: 5487.235840
	Iteration 62Q: 3 clusters Score -8612137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8612148.000000 Penalty: 5487.235840
	Iteration 63Q: 3 clusters Score -8612148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8612147.000000 Penalty: 5487.235840
	Iteration 64Q: 3 clusters Score -8612147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8612159.000000 Penalty: 5487.235840
	Iteration 65Q: 3 clusters Score -8612159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8612159.000000 Penalty: 5487.235840
	Iteration 66Q: 3 clusters Score -8612159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8612165.000000 Penalty: 5487.235840
	Iteration 67Q: 3 clusters Score -8612165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8612162.000000 Penalty: 5487.235840
	Iteration 68Q: 3 clusters Score -8612162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8612163.000000 Penalty: 5487.235840
	Iteration 69Q: 3 clusters Score -8612163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8612168.000000 Penalty: 5487.235840
	Iteration 70Q: 3 clusters Score -8612168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8612168.000000 Penalty: 5487.235840
	Iteration 71Q: 3 clusters Score -8612168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63119 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8612171.000000 Penalty: 5487.235840
	Iteration 72Q: 3 clusters Score -8612171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8612174.000000 Penalty: 5487.235840
	Iteration 73Q: 3 clusters Score -8612174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8612198.000000 Penalty: 5487.235840
	Iteration 74Q: 3 clusters Score -8612198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8612186.000000 Penalty: 5487.235840
	Iteration 75Q: 3 clusters Score -8612186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8612198.000000 Penalty: 5487.235840
	Iteration 76Q: 3 clusters Score -8612198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8612197.000000 Penalty: 5487.235840
	Iteration 77Q: 3 clusters Score -8612197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8612205.000000 Penalty: 5487.235840
	Iteration 78Q: 3 clusters Score -8612205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8612207.000000 Penalty: 5487.235840
	Iteration 79Q: 3 clusters Score -8612207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8612207.000000 Penalty: 5487.235840
	Iteration 80F: 3 clusters Score -8612207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Entering Unmasked Estep 
Score: -1635624.500000 Penalty: 2336.228516
	Iteration 0F: 2 clusters Score -1635624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1626555.500000 Penalty: 4672.457031
	Iteration 0F: 3 clusters Score -1626556 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1630113.875000 Penalty: 4672.457031
	Iteration 1F: 3 clusters Score -1630114 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1631341.875000 Penalty: 4672.457031
	Iteration 2F: 3 clusters Score -1631342 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1632362.500000 Penalty: 4672.457031
	Iteration 3F: 3 clusters Score -1632362 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1633019.875000 Penalty: 4672.457031
	Iteration 4F: 3 clusters Score -1633020 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1633401.250000 Penalty: 4672.457031
	Iteration 5F: 3 clusters Score -1633401 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1633578.375000 Penalty: 4672.457031
	Iteration 6Q: 3 clusters Score -1633578 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1633686.250000 Penalty: 4672.457031
	Iteration 7Q: 3 clusters Score -1633686 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1633743.875000 Penalty: 4672.457031
	Iteration 8Q: 3 clusters Score -1633744 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1633781.875000 Penalty: 4672.457031
	Iteration 9Q: 3 clusters Score -1633782 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1633811.625000 Penalty: 4672.457031
	Iteration 10Q: 3 clusters Score -1633812 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1633833.375000 Penalty: 4672.457031
	Iteration 11Q: 3 clusters Score -1633833 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1633844.875000 Penalty: 4672.457031
	Iteration 12Q: 3 clusters Score -1633845 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1633854.875000 Penalty: 4672.457031
	Iteration 13Q: 3 clusters Score -1633855 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1633865.000000 Penalty: 4672.457031
	Iteration 14Q: 3 clusters Score -1633865 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1633872.625000 Penalty: 4672.457031
	Iteration 15Q: 3 clusters Score -1633873 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1633885.625000 Penalty: 4672.457031
	Iteration 16Q: 3 clusters Score -1633886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1633905.750000 Penalty: 4672.457031
	Iteration 17Q: 3 clusters Score -1633906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1633904.000000 Penalty: 4672.457031
	Iteration 18Q: 3 clusters Score -1633904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1633918.750000 Penalty: 4672.457031
	Iteration 19Q: 3 clusters Score -1633919 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1633924.125000 Penalty: 4672.457031
	Iteration 20F: 3 clusters Score -1633924 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1633931.875000 Penalty: 4672.457031
	Iteration 21Q: 3 clusters Score -1633932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1633945.000000 Penalty: 4672.457031
	Iteration 22Q: 3 clusters Score -1633945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1633952.500000 Penalty: 4672.457031
	Iteration 23Q: 3 clusters Score -1633952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1633957.125000 Penalty: 4672.457031
	Iteration 24Q: 3 clusters Score -1633957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1633963.500000 Penalty: 4672.457031
	Iteration 25Q: 3 clusters Score -1633964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1633964.375000 Penalty: 4672.457031
	Iteration 26Q: 3 clusters Score -1633964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1633971.750000 Penalty: 4672.457031
	Iteration 27Q: 3 clusters Score -1633972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1633980.250000 Penalty: 4672.457031
	Iteration 28Q: 3 clusters Score -1633980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1633976.375000 Penalty: 4672.457031
	Iteration 29Q: 3 clusters Score -1633976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1633982.125000 Penalty: 4672.457031
	Iteration 30Q: 3 clusters Score -1633982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1633984.875000 Penalty: 4672.457031
	Iteration 31Q: 3 clusters Score -1633985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1633997.250000 Penalty: 4672.457031
	Iteration 32Q: 3 clusters Score -1633997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1633997.625000 Penalty: 4672.457031
	Iteration 33Q: 3 clusters Score -1633998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1634002.500000 Penalty: 4672.457031
	Iteration 34Q: 3 clusters Score -1634002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1634005.250000 Penalty: 4672.457031
	Iteration 35Q: 3 clusters Score -1634005 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1634019.000000 Penalty: 4672.457031
	Iteration 36Q: 3 clusters Score -1634019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1634023.375000 Penalty: 4672.457031
	Iteration 37Q: 3 clusters Score -1634023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1634029.500000 Penalty: 4672.457031
	Iteration 38Q: 3 clusters Score -1634030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1634033.875000 Penalty: 4672.457031
	Iteration 39Q: 3 clusters Score -1634034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1634038.375000 Penalty: 4672.457031
	Iteration 40F: 3 clusters Score -1634038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1634042.875000 Penalty: 4672.457031
	Iteration 41Q: 3 clusters Score -1634043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1634046.125000 Penalty: 4672.457031
	Iteration 42Q: 3 clusters Score -1634046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1634053.625000 Penalty: 4672.457031
	Iteration 43Q: 3 clusters Score -1634054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1634058.625000 Penalty: 4672.457031
	Iteration 44Q: 3 clusters Score -1634059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1634072.125000 Penalty: 4672.457031
	Iteration 45Q: 3 clusters Score -1634072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1634076.375000 Penalty: 4672.457031
	Iteration 46Q: 3 clusters Score -1634076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1634089.875000 Penalty: 4672.457031
	Iteration 47Q: 3 clusters Score -1634090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1634111.000000 Penalty: 4672.457031
	Iteration 48Q: 3 clusters Score -1634111 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1634129.625000 Penalty: 4672.457031
	Iteration 49Q: 3 clusters Score -1634130 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1634157.000000 Penalty: 4672.457031
	Iteration 50Q: 3 clusters Score -1634157 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1634180.875000 Penalty: 4672.457031
	Iteration 51Q: 3 clusters Score -1634181 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1634215.250000 Penalty: 4672.457031
	Iteration 52Q: 3 clusters Score -1634215 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1634237.000000 Penalty: 4672.457031
	Iteration 53Q: 3 clusters Score -1634237 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1634256.375000 Penalty: 4672.457031
	Iteration 54Q: 3 clusters Score -1634256 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1634287.250000 Penalty: 4672.457031
	Iteration 55Q: 3 clusters Score -1634287 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1634307.750000 Penalty: 4672.457031
	Iteration 56Q: 3 clusters Score -1634308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1634316.000000 Penalty: 4672.457031
	Iteration 57Q: 3 clusters Score -1634316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1634328.500000 Penalty: 4672.457031
	Iteration 58Q: 3 clusters Score -1634328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1634340.500000 Penalty: 4672.457031
	Iteration 59Q: 3 clusters Score -1634340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1634346.750000 Penalty: 4672.457031
	Iteration 60F: 3 clusters Score -1634347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1634356.500000 Penalty: 4672.457031
	Iteration 61Q: 3 clusters Score -1634356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1634362.500000 Penalty: 4672.457031
	Iteration 62Q: 3 clusters Score -1634362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1634378.875000 Penalty: 4672.457031
	Iteration 63Q: 3 clusters Score -1634379 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1634379.500000 Penalty: 4672.457031
	Iteration 64Q: 3 clusters Score -1634380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1634384.000000 Penalty: 4672.457031
	Iteration 65Q: 3 clusters Score -1634384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1634395.750000 Penalty: 4672.457031
	Iteration 66Q: 3 clusters Score -1634396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1634402.250000 Penalty: 4672.457031
	Iteration 67Q: 3 clusters Score -1634402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1634413.000000 Penalty: 4672.457031
	Iteration 68Q: 3 clusters Score -1634413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1634422.500000 Penalty: 4672.457031
	Iteration 69Q: 3 clusters Score -1634422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1634425.000000 Penalty: 4672.457031
	Iteration 70Q: 3 clusters Score -1634425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1634430.750000 Penalty: 4672.457031
	Iteration 71Q: 3 clusters Score -1634431 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1634442.375000 Penalty: 4672.457031
	Iteration 72Q: 3 clusters Score -1634442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1634457.500000 Penalty: 4672.457031
	Iteration 73Q: 3 clusters Score -1634458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1634464.625000 Penalty: 4672.457031
	Iteration 74Q: 3 clusters Score -1634465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1634467.125000 Penalty: 4672.457031
	Iteration 75Q: 3 clusters Score -1634467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1634471.625000 Penalty: 4672.457031
	Iteration 76Q: 3 clusters Score -1634472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1634475.000000 Penalty: 4672.457031
	Iteration 77Q: 3 clusters Score -1634475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1634474.750000 Penalty: 4672.457031
	Iteration 78Q: 3 clusters Score -1634475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1634477.500000 Penalty: 4672.457031
	Iteration 79Q: 3 clusters Score -1634478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1634479.875000 Penalty: 4672.457031
	Iteration 80F: 3 clusters Score -1634480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1634479.750000 Penalty: 4672.457031
	Iteration 81Q: 3 clusters Score -1634480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1634481.625000 Penalty: 4672.457031
	Iteration 82Q: 3 clusters Score -1634482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1634485.875000 Penalty: 4672.457031
	Iteration 83Q: 3 clusters Score -1634486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1634490.625000 Penalty: 4672.457031
	Iteration 84Q: 3 clusters Score -1634491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1634491.625000 Penalty: 4672.457031
	Iteration 85Q: 3 clusters Score -1634492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1634488.750000 Penalty: 4672.457031
	Iteration 86Q: 3 clusters Score -1634489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1634486.750000 Penalty: 4672.457031
	Iteration 87Q: 3 clusters Score -1634487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1634489.375000 Penalty: 4672.457031
	Iteration 88Q: 3 clusters Score -1634489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1634488.875000 Penalty: 4672.457031
	Iteration 89Q: 3 clusters Score -1634489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1634486.250000 Penalty: 4672.457031
	Iteration 90Q: 3 clusters Score -1634486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1634485.500000 Penalty: 4672.457031
	Iteration 91Q: 3 clusters Score -1634486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1634485.375000 Penalty: 4672.457031
	Iteration 92Q: 3 clusters Score -1634485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1634491.750000 Penalty: 4672.457031
	Iteration 93Q: 3 clusters Score -1634492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1634491.750000 Penalty: 4672.457031
	Iteration 94F: 3 clusters Score -1634492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Entering Unmasked Estep 
Score: -4021546.250000 Penalty: 2569.294434
	Iteration 0F: 2 clusters Score -4021546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -4000003.000000 Penalty: 5138.588867
	Iteration 0F: 3 clusters Score -4000003 nChanged 14308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -4008102.250000 Penalty: 5138.588867
	Iteration 1F: 3 clusters Score -4008102 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -4008847.000000 Penalty: 5138.588867
	Iteration 2F: 3 clusters Score -4008847 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -4009668.000000 Penalty: 5138.588867
	Iteration 3F: 3 clusters Score -4009668 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -4010486.000000 Penalty: 5138.588867
	Iteration 4F: 3 clusters Score -4010486 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -4011302.500000 Penalty: 5138.588867
	Iteration 5F: 3 clusters Score -4011302 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -4012026.500000 Penalty: 5138.588867
	Iteration 6Q: 3 clusters Score -4012026 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -4012674.000000 Penalty: 5138.588867
	Iteration 7Q: 3 clusters Score -4012674 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -4013285.250000 Penalty: 5138.588867
	Iteration 8Q: 3 clusters Score -4013285 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -4013846.500000 Penalty: 5138.588867
	Iteration 9Q: 3 clusters Score -4013846 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -4014403.250000 Penalty: 5138.588867
	Iteration 10Q: 3 clusters Score -4014403 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -4014873.250000 Penalty: 5138.588867
	Iteration 11Q: 3 clusters Score -4014873 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -4015344.500000 Penalty: 5138.588867
	Iteration 12Q: 3 clusters Score -4015344 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -4015890.500000 Penalty: 5138.588867
	Iteration 13Q: 3 clusters Score -4015890 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -4016382.750000 Penalty: 5138.588867
	Iteration 14Q: 3 clusters Score -4016383 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -4016882.250000 Penalty: 5138.588867
	Iteration 15Q: 3 clusters Score -4016882 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -4017343.250000 Penalty: 5138.588867
	Iteration 16Q: 3 clusters Score -4017343 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -4017815.250000 Penalty: 5138.588867
	Iteration 17Q: 3 clusters Score -4017815 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4018290.000000 Penalty: 5138.588867
	Iteration 18Q: 3 clusters Score -4018290 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -4018708.500000 Penalty: 5138.588867
	Iteration 19Q: 3 clusters Score -4018708 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4019017.000000 Penalty: 5138.588867
	Iteration 20F: 3 clusters Score -4019017 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4019270.250000 Penalty: 5138.588867
	Iteration 21Q: 3 clusters Score -4019270 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4019492.000000 Penalty: 5138.588867
	Iteration 22Q: 3 clusters Score -4019492 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4019676.750000 Penalty: 5138.588867
	Iteration 23Q: 3 clusters Score -4019677 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4019815.250000 Penalty: 5138.588867
	Iteration 24Q: 3 clusters Score -4019815 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4019896.750000 Penalty: 5138.588867
	Iteration 25Q: 3 clusters Score -4019897 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4019967.250000 Penalty: 5138.588867
	Iteration 26Q: 3 clusters Score -4019967 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4020021.250000 Penalty: 5138.588867
	Iteration 27Q: 3 clusters Score -4020021 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4020051.000000 Penalty: 5138.588867
	Iteration 28Q: 3 clusters Score -4020051 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4020091.250000 Penalty: 5138.588867
	Iteration 29Q: 3 clusters Score -4020091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4020118.500000 Penalty: 5138.588867
	Iteration 30Q: 3 clusters Score -4020118 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4020136.500000 Penalty: 5138.588867
	Iteration 31Q: 3 clusters Score -4020136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4020149.750000 Penalty: 5138.588867
	Iteration 32Q: 3 clusters Score -4020150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4020160.000000 Penalty: 5138.588867
	Iteration 33Q: 3 clusters Score -4020160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4020170.000000 Penalty: 5138.588867
	Iteration 34Q: 3 clusters Score -4020170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4020185.750000 Penalty: 5138.588867
	Iteration 35Q: 3 clusters Score -4020186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4020190.000000 Penalty: 5138.588867
	Iteration 36Q: 3 clusters Score -4020190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4020202.000000 Penalty: 5138.588867
	Iteration 37Q: 3 clusters Score -4020202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4020202.750000 Penalty: 5138.588867
	Iteration 38Q: 3 clusters Score -4020203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4020208.500000 Penalty: 5138.588867
	Iteration 39Q: 3 clusters Score -4020208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4020218.500000 Penalty: 5138.588867
	Iteration 40F: 3 clusters Score -4020218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4020227.000000 Penalty: 5138.588867
	Iteration 41Q: 3 clusters Score -4020227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4020226.500000 Penalty: 5138.588867
	Iteration 42Q: 3 clusters Score -4020226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4020231.750000 Penalty: 5138.588867
	Iteration 43Q: 3 clusters Score -4020232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4020235.500000 Penalty: 5138.588867
	Iteration 44Q: 3 clusters Score -4020236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4020246.250000 Penalty: 5138.588867
	Iteration 45Q: 3 clusters Score -4020246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4020254.250000 Penalty: 5138.588867
	Iteration 46Q: 3 clusters Score -4020254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4020260.500000 Penalty: 5138.588867
	Iteration 47Q: 3 clusters Score -4020260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4020261.250000 Penalty: 5138.588867
	Iteration 48Q: 3 clusters Score -4020261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4020258.250000 Penalty: 5138.588867
	Iteration 49Q: 3 clusters Score -4020258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4020258.250000 Penalty: 5138.588867
	Iteration 50F: 3 clusters Score -4020258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (158108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158108 members 
Entering Unmasked Estep 
Score: -21648482.000000 Penalty: 2968.816406
	Iteration 0F: 2 clusters Score -2.164848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79328 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -21546084.000000 Penalty: 5937.632812
	Iteration 0F: 3 clusters Score -2.154608e+07 nChanged 75688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84010 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -21589892.000000 Penalty: 5937.632812
	Iteration 1F: 3 clusters Score -2.158989e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87343 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -21591450.000000 Penalty: 5937.632812
	Iteration 2Q: 3 clusters Score -2.159145e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92355 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -21593662.000000 Penalty: 5937.632812
	Iteration 3Q: 3 clusters Score -2.159366e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99887 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -21598016.000000 Penalty: 5937.632812
	Iteration 4F: 3 clusters Score -2.159802e+07 nChanged 10969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110552 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -21605114.000000 Penalty: 5937.632812
	Iteration 5F: 3 clusters Score -2.160511e+07 nChanged 13745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124141 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -21615950.000000 Penalty: 5937.632812
	Iteration 6F: 3 clusters Score -2.161595e+07 nChanged 14040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138141 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -21628590.000000 Penalty: 5937.632812
	Iteration 7F: 3 clusters Score -2.162859e+07 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148866 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -21638054.000000 Penalty: 5937.632812
	Iteration 8F: 3 clusters Score -2.163805e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154570 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -21642980.000000 Penalty: 5937.632812
	Iteration 9Q: 3 clusters Score -2.164298e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156847 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -21644746.000000 Penalty: 5937.632812
	Iteration 10Q: 3 clusters Score -2.164475e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157523 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -21645436.000000 Penalty: 5937.632812
	Iteration 11Q: 3 clusters Score -2.164544e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157733 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -21645660.000000 Penalty: 5937.632812
	Iteration 12Q: 3 clusters Score -2.164566e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157789 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -21645780.000000 Penalty: 5937.632812
	Iteration 13Q: 3 clusters Score -2.164578e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157818 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -21645814.000000 Penalty: 5937.632812
	Iteration 14Q: 3 clusters Score -2.164581e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157829 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21645874.000000 Penalty: 5937.632812
	Iteration 15Q: 3 clusters Score -2.164587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157836 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21645876.000000 Penalty: 5937.632812
	Iteration 16Q: 3 clusters Score -2.164588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157842 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21645896.000000 Penalty: 5937.632812
	Iteration 17Q: 3 clusters Score -2.16459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157847 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21645902.000000 Penalty: 5937.632812
	Iteration 18Q: 3 clusters Score -2.16459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157844 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21645912.000000 Penalty: 5937.632812
	Iteration 19Q: 3 clusters Score -2.164591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157843 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21645928.000000 Penalty: 5937.632812
	Iteration 20F: 3 clusters Score -2.164593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157844 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21645940.000000 Penalty: 5937.632812
	Iteration 21Q: 3 clusters Score -2.164594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157843 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21645936.000000 Penalty: 5937.632812
	Iteration 22Q: 3 clusters Score -2.164594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157845 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21645928.000000 Penalty: 5937.632812
	Iteration 23Q: 3 clusters Score -2.164593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157845 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21645944.000000 Penalty: 5937.632812
	Iteration 24Q: 3 clusters Score -2.164594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157845 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21645944.000000 Penalty: 5937.632812
	Iteration 25F: 3 clusters Score -2.164594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Entering Unmasked Estep 
Score: -2333188.750000 Penalty: 2437.573730
	Iteration 0F: 2 clusters Score -2333189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2320054.500000 Penalty: 4875.147461
	Iteration 0F: 3 clusters Score -2320054 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2324784.500000 Penalty: 4875.147461
	Iteration 1F: 3 clusters Score -2324784 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2325354.500000 Penalty: 4875.147461
	Iteration 2F: 3 clusters Score -2325354 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2325937.750000 Penalty: 4875.147461
	Iteration 3F: 3 clusters Score -2325938 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2326514.500000 Penalty: 4875.147461
	Iteration 4F: 3 clusters Score -2326514 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2327018.750000 Penalty: 4875.147461
	Iteration 5F: 3 clusters Score -2327019 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2327478.000000 Penalty: 4875.147461
	Iteration 6Q: 3 clusters Score -2327478 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2327923.750000 Penalty: 4875.147461
	Iteration 7Q: 3 clusters Score -2327924 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2328304.500000 Penalty: 4875.147461
	Iteration 8Q: 3 clusters Score -2328304 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2328597.000000 Penalty: 4875.147461
	Iteration 9Q: 3 clusters Score -2328597 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2328832.000000 Penalty: 4875.147461
	Iteration 10Q: 3 clusters Score -2328832 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2329006.250000 Penalty: 4875.147461
	Iteration 11Q: 3 clusters Score -2329006 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2329133.500000 Penalty: 4875.147461
	Iteration 12Q: 3 clusters Score -2329134 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2329226.250000 Penalty: 4875.147461
	Iteration 13Q: 3 clusters Score -2329226 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2329305.750000 Penalty: 4875.147461
	Iteration 14Q: 3 clusters Score -2329306 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2329365.500000 Penalty: 4875.147461
	Iteration 15Q: 3 clusters Score -2329366 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2329413.250000 Penalty: 4875.147461
	Iteration 16Q: 3 clusters Score -2329413 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2329471.250000 Penalty: 4875.147461
	Iteration 17Q: 3 clusters Score -2329471 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2329512.250000 Penalty: 4875.147461
	Iteration 18Q: 3 clusters Score -2329512 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2329547.250000 Penalty: 4875.147461
	Iteration 19Q: 3 clusters Score -2329547 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2329584.500000 Penalty: 4875.147461
	Iteration 20F: 3 clusters Score -2329584 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2329622.750000 Penalty: 4875.147461
	Iteration 21Q: 3 clusters Score -2329623 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2329651.500000 Penalty: 4875.147461
	Iteration 22Q: 3 clusters Score -2329652 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2329669.000000 Penalty: 4875.147461
	Iteration 23Q: 3 clusters Score -2329669 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2329702.500000 Penalty: 4875.147461
	Iteration 24Q: 3 clusters Score -2329702 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2329722.500000 Penalty: 4875.147461
	Iteration 25Q: 3 clusters Score -2329722 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2329739.750000 Penalty: 4875.147461
	Iteration 26Q: 3 clusters Score -2329740 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2329759.500000 Penalty: 4875.147461
	Iteration 27Q: 3 clusters Score -2329760 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2329784.250000 Penalty: 4875.147461
	Iteration 28Q: 3 clusters Score -2329784 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2329821.500000 Penalty: 4875.147461
	Iteration 29Q: 3 clusters Score -2329822 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2329857.000000 Penalty: 4875.147461
	Iteration 30Q: 3 clusters Score -2329857 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2329886.750000 Penalty: 4875.147461
	Iteration 31Q: 3 clusters Score -2329887 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2329913.500000 Penalty: 4875.147461
	Iteration 32Q: 3 clusters Score -2329914 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2329966.000000 Penalty: 4875.147461
	Iteration 33Q: 3 clusters Score -2329966 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2329992.250000 Penalty: 4875.147461
	Iteration 34Q: 3 clusters Score -2329992 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2330032.250000 Penalty: 4875.147461
	Iteration 35Q: 3 clusters Score -2330032 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2330071.250000 Penalty: 4875.147461
	Iteration 36Q: 3 clusters Score -2330071 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2330107.250000 Penalty: 4875.147461
	Iteration 37Q: 3 clusters Score -2330107 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2330138.250000 Penalty: 4875.147461
	Iteration 38Q: 3 clusters Score -2330138 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2330171.000000 Penalty: 4875.147461
	Iteration 39Q: 3 clusters Score -2330171 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2330205.750000 Penalty: 4875.147461
	Iteration 40F: 3 clusters Score -2330206 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2330240.750000 Penalty: 4875.147461
	Iteration 41Q: 3 clusters Score -2330241 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2330280.500000 Penalty: 4875.147461
	Iteration 42Q: 3 clusters Score -2330280 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2330315.000000 Penalty: 4875.147461
	Iteration 43Q: 3 clusters Score -2330315 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2330367.500000 Penalty: 4875.147461
	Iteration 44Q: 3 clusters Score -2330368 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2330420.000000 Penalty: 4875.147461
	Iteration 45Q: 3 clusters Score -2330420 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2330476.500000 Penalty: 4875.147461
	Iteration 46Q: 3 clusters Score -2330476 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2330538.750000 Penalty: 4875.147461
	Iteration 47Q: 3 clusters Score -2330539 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2330610.750000 Penalty: 4875.147461
	Iteration 48Q: 3 clusters Score -2330611 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2330681.500000 Penalty: 4875.147461
	Iteration 49Q: 3 clusters Score -2330682 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2330738.500000 Penalty: 4875.147461
	Iteration 50Q: 3 clusters Score -2330738 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2330817.500000 Penalty: 4875.147461
	Iteration 51Q: 3 clusters Score -2330818 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2330892.750000 Penalty: 4875.147461
	Iteration 52Q: 3 clusters Score -2330893 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2330962.000000 Penalty: 4875.147461
	Iteration 53Q: 3 clusters Score -2330962 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2331019.500000 Penalty: 4875.147461
	Iteration 54Q: 3 clusters Score -2331020 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2331075.250000 Penalty: 4875.147461
	Iteration 55Q: 3 clusters Score -2331075 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2331104.250000 Penalty: 4875.147461
	Iteration 56Q: 3 clusters Score -2331104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2331131.000000 Penalty: 4875.147461
	Iteration 57Q: 3 clusters Score -2331131 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2331146.500000 Penalty: 4875.147461
	Iteration 58Q: 3 clusters Score -2331146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2331148.500000 Penalty: 4875.147461
	Iteration 59Q: 3 clusters Score -2331148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2331162.500000 Penalty: 4875.147461
	Iteration 60F: 3 clusters Score -2331162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2331162.000000 Penalty: 4875.147461
	Iteration 61Q: 3 clusters Score -2331162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2331169.750000 Penalty: 4875.147461
	Iteration 62Q: 3 clusters Score -2331170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2331189.500000 Penalty: 4875.147461
	Iteration 63Q: 3 clusters Score -2331190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2331197.000000 Penalty: 4875.147461
	Iteration 64Q: 3 clusters Score -2331197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2331195.500000 Penalty: 4875.147461
	Iteration 65Q: 3 clusters Score -2331196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2331208.000000 Penalty: 4875.147461
	Iteration 66Q: 3 clusters Score -2331208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2331214.750000 Penalty: 4875.147461
	Iteration 67Q: 3 clusters Score -2331215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2331222.500000 Penalty: 4875.147461
	Iteration 68Q: 3 clusters Score -2331222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2331227.500000 Penalty: 4875.147461
	Iteration 69Q: 3 clusters Score -2331228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2331232.250000 Penalty: 4875.147461
	Iteration 70Q: 3 clusters Score -2331232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2331237.000000 Penalty: 4875.147461
	Iteration 71Q: 3 clusters Score -2331237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2331238.500000 Penalty: 4875.147461
	Iteration 72Q: 3 clusters Score -2331238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2331237.500000 Penalty: 4875.147461
	Iteration 73Q: 3 clusters Score -2331238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2331243.500000 Penalty: 4875.147461
	Iteration 74Q: 3 clusters Score -2331244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2331249.750000 Penalty: 4875.147461
	Iteration 75Q: 3 clusters Score -2331250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2331251.750000 Penalty: 4875.147461
	Iteration 76Q: 3 clusters Score -2331252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2331250.000000 Penalty: 4875.147461
	Iteration 77Q: 3 clusters Score -2331250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2331255.500000 Penalty: 4875.147461
	Iteration 78Q: 3 clusters Score -2331256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2331260.500000 Penalty: 4875.147461
	Iteration 79Q: 3 clusters Score -2331260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2331262.000000 Penalty: 4875.147461
	Iteration 80F: 3 clusters Score -2331262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2331264.000000 Penalty: 4875.147461
	Iteration 81Q: 3 clusters Score -2331264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2331265.000000 Penalty: 4875.147461
	Iteration 82Q: 3 clusters Score -2331265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2331265.000000 Penalty: 4875.147461
	Iteration 83Q: 3 clusters Score -2331265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2331267.750000 Penalty: 4875.147461
	Iteration 84Q: 3 clusters Score -2331268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2331269.500000 Penalty: 4875.147461
	Iteration 85Q: 3 clusters Score -2331270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2331271.750000 Penalty: 4875.147461
	Iteration 86Q: 3 clusters Score -2331272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2331273.000000 Penalty: 4875.147461
	Iteration 87Q: 3 clusters Score -2331273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2331273.750000 Penalty: 4875.147461
	Iteration 88Q: 3 clusters Score -2331274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2331274.000000 Penalty: 4875.147461
	Iteration 89Q: 3 clusters Score -2331274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2331279.500000 Penalty: 4875.147461
	Iteration 90Q: 3 clusters Score -2331280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2331279.750000 Penalty: 4875.147461
	Iteration 91Q: 3 clusters Score -2331280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2331279.000000 Penalty: 4875.147461
	Iteration 92Q: 3 clusters Score -2331279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2331284.000000 Penalty: 4875.147461
	Iteration 93Q: 3 clusters Score -2331284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2331289.250000 Penalty: 4875.147461
	Iteration 94Q: 3 clusters Score -2331289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2331293.000000 Penalty: 4875.147461
	Iteration 95Q: 3 clusters Score -2331293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2331290.250000 Penalty: 4875.147461
	Iteration 96Q: 3 clusters Score -2331290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2331290.250000 Penalty: 4875.147461
	Iteration 97Q: 3 clusters Score -2331290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2331291.000000 Penalty: 4875.147461
	Iteration 98Q: 3 clusters Score -2331291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2331292.250000 Penalty: 4875.147461
	Iteration 99Q: 3 clusters Score -2331292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2331291.000000 Penalty: 4875.147461
	Iteration 100F: 3 clusters Score -2331291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Entering Unmasked Estep 
Score: -459241.218750 Penalty: 2020.168213
	Iteration 0F: 2 clusters Score -459241.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -455701.843750 Penalty: 4040.336426
	Iteration 0F: 3 clusters Score -455701.8 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -456395.312500 Penalty: 4040.336426
	Iteration 1F: 3 clusters Score -456395.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -456572.843750 Penalty: 4040.336426
	Iteration 2F: 3 clusters Score -456572.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -456675.406250 Penalty: 4040.336426
	Iteration 3Q: 3 clusters Score -456675.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -456757.593750 Penalty: 4040.336426
	Iteration 4Q: 3 clusters Score -456757.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -456815.156250 Penalty: 4040.336426
	Iteration 5Q: 3 clusters Score -456815.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -456854.375000 Penalty: 4040.336426
	Iteration 6Q: 3 clusters Score -456854.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -456886.906250 Penalty: 4040.336426
	Iteration 7Q: 3 clusters Score -456886.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -456900.562500 Penalty: 4040.336426
	Iteration 8Q: 3 clusters Score -456900.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -456913.093750 Penalty: 4040.336426
	Iteration 9Q: 3 clusters Score -456913.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -456923.687500 Penalty: 4040.336426
	Iteration 10Q: 3 clusters Score -456923.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -456933.062500 Penalty: 4040.336426
	Iteration 11Q: 3 clusters Score -456933.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -456941.625000 Penalty: 4040.336426
	Iteration 12Q: 3 clusters Score -456941.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -456948.437500 Penalty: 4040.336426
	Iteration 13Q: 3 clusters Score -456948.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -456953.843750 Penalty: 4040.336426
	Iteration 14Q: 3 clusters Score -456953.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -456959.718750 Penalty: 4040.336426
	Iteration 15Q: 3 clusters Score -456959.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -456969.250000 Penalty: 4040.336426
	Iteration 16Q: 3 clusters Score -456969.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -456975.250000 Penalty: 4040.336426
	Iteration 17Q: 3 clusters Score -456975.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -456980.031250 Penalty: 4040.336426
	Iteration 18Q: 3 clusters Score -456980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -456984.187500 Penalty: 4040.336426
	Iteration 19Q: 3 clusters Score -456984.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -456987.125000 Penalty: 4040.336426
	Iteration 20F: 3 clusters Score -456987.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -456989.312500 Penalty: 4040.336426
	Iteration 21Q: 3 clusters Score -456989.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -456994.625000 Penalty: 4040.336426
	Iteration 22Q: 3 clusters Score -456994.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -456996.531250 Penalty: 4040.336426
	Iteration 23Q: 3 clusters Score -456996.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -456997.906250 Penalty: 4040.336426
	Iteration 24Q: 3 clusters Score -456997.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -456999.718750 Penalty: 4040.336426
	Iteration 25Q: 3 clusters Score -456999.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -457000.031250 Penalty: 4040.336426
	Iteration 26Q: 3 clusters Score -457000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -457002.437500 Penalty: 4040.336426
	Iteration 27Q: 3 clusters Score -457002.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -457004.437500 Penalty: 4040.336426
	Iteration 28Q: 3 clusters Score -457004.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -457006.750000 Penalty: 4040.336426
	Iteration 29Q: 3 clusters Score -457006.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -457006.187500 Penalty: 4040.336426
	Iteration 30Q: 3 clusters Score -457006.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -457007.062500 Penalty: 4040.336426
	Iteration 31Q: 3 clusters Score -457007.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -457007.968750 Penalty: 4040.336426
	Iteration 32Q: 3 clusters Score -457008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -457008.875000 Penalty: 4040.336426
	Iteration 33Q: 3 clusters Score -457008.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -457010.218750 Penalty: 4040.336426
	Iteration 34Q: 3 clusters Score -457010.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -457011.906250 Penalty: 4040.336426
	Iteration 35Q: 3 clusters Score -457011.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -457012.000000 Penalty: 4040.336426
	Iteration 36Q: 3 clusters Score -457012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -457012.718750 Penalty: 4040.336426
	Iteration 37Q: 3 clusters Score -457012.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -457013.437500 Penalty: 4040.336426
	Iteration 38Q: 3 clusters Score -457013.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -457015.375000 Penalty: 4040.336426
	Iteration 39Q: 3 clusters Score -457015.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -457016.437500 Penalty: 4040.336426
	Iteration 40F: 3 clusters Score -457016.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -457016.562500 Penalty: 4040.336426
	Iteration 41Q: 3 clusters Score -457016.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -457017.343750 Penalty: 4040.336426
	Iteration 42Q: 3 clusters Score -457017.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -457017.156250 Penalty: 4040.336426
	Iteration 43Q: 3 clusters Score -457017.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -457017.500000 Penalty: 4040.336426
	Iteration 44Q: 3 clusters Score -457017.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -457018.000000 Penalty: 4040.336426
	Iteration 45Q: 3 clusters Score -457018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -457018.000000 Penalty: 4040.336426
	Iteration 46F: 3 clusters Score -457018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Entering Unmasked Estep 
Score: -1257022.875000 Penalty: 2291.615234
	Iteration 0F: 2 clusters Score -1257023 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 5204 members 
Entering Unmasked Estep 
Score: -1249138.500000 Penalty: 4583.230469
	Iteration 0F: 3 clusters Score -1249138 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1251944.875000 Penalty: 4583.230469
	Iteration 1F: 3 clusters Score -1251945 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1252537.000000 Penalty: 4583.230469
	Iteration 2F: 3 clusters Score -1252537 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1253000.000000 Penalty: 4583.230469
	Iteration 3F: 3 clusters Score -1253000 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1253348.000000 Penalty: 4583.230469
	Iteration 4F: 3 clusters Score -1253348 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1253639.125000 Penalty: 4583.230469
	Iteration 5Q: 3 clusters Score -1253639 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1253874.125000 Penalty: 4583.230469
	Iteration 6Q: 3 clusters Score -1253874 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1254059.500000 Penalty: 4583.230469
	Iteration 7Q: 3 clusters Score -1254060 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1254252.375000 Penalty: 4583.230469
	Iteration 8Q: 3 clusters Score -1254252 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1254426.250000 Penalty: 4583.230469
	Iteration 9Q: 3 clusters Score -1254426 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1254578.500000 Penalty: 4583.230469
	Iteration 10Q: 3 clusters Score -1254578 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1254712.250000 Penalty: 4583.230469
	Iteration 11Q: 3 clusters Score -1254712 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1254818.125000 Penalty: 4583.230469
	Iteration 12Q: 3 clusters Score -1254818 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1254906.375000 Penalty: 4583.230469
	Iteration 13Q: 3 clusters Score -1254906 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1254975.625000 Penalty: 4583.230469
	Iteration 14Q: 3 clusters Score -1254976 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1255028.125000 Penalty: 4583.230469
	Iteration 15Q: 3 clusters Score -1255028 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1255070.875000 Penalty: 4583.230469
	Iteration 16Q: 3 clusters Score -1255071 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1255100.875000 Penalty: 4583.230469
	Iteration 17Q: 3 clusters Score -1255101 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1255129.750000 Penalty: 4583.230469
	Iteration 18Q: 3 clusters Score -1255130 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1255155.875000 Penalty: 4583.230469
	Iteration 19Q: 3 clusters Score -1255156 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1255184.250000 Penalty: 4583.230469
	Iteration 20F: 3 clusters Score -1255184 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1255208.250000 Penalty: 4583.230469
	Iteration 21Q: 3 clusters Score -1255208 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1255241.500000 Penalty: 4583.230469
	Iteration 22Q: 3 clusters Score -1255242 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1255271.125000 Penalty: 4583.230469
	Iteration 23Q: 3 clusters Score -1255271 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1255291.500000 Penalty: 4583.230469
	Iteration 24Q: 3 clusters Score -1255292 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1255325.625000 Penalty: 4583.230469
	Iteration 25Q: 3 clusters Score -1255326 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1255363.250000 Penalty: 4583.230469
	Iteration 26Q: 3 clusters Score -1255363 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1255399.250000 Penalty: 4583.230469
	Iteration 27Q: 3 clusters Score -1255399 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1255426.375000 Penalty: 4583.230469
	Iteration 28Q: 3 clusters Score -1255426 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1255452.250000 Penalty: 4583.230469
	Iteration 29Q: 3 clusters Score -1255452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1255473.875000 Penalty: 4583.230469
	Iteration 30Q: 3 clusters Score -1255474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1255498.375000 Penalty: 4583.230469
	Iteration 31Q: 3 clusters Score -1255498 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1255535.250000 Penalty: 4583.230469
	Iteration 32Q: 3 clusters Score -1255535 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1255562.000000 Penalty: 4583.230469
	Iteration 33Q: 3 clusters Score -1255562 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1255582.000000 Penalty: 4583.230469
	Iteration 34Q: 3 clusters Score -1255582 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1255607.125000 Penalty: 4583.230469
	Iteration 35Q: 3 clusters Score -1255607 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1255624.750000 Penalty: 4583.230469
	Iteration 36Q: 3 clusters Score -1255625 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1255642.500000 Penalty: 4583.230469
	Iteration 37Q: 3 clusters Score -1255642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1255658.500000 Penalty: 4583.230469
	Iteration 38Q: 3 clusters Score -1255658 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1255673.375000 Penalty: 4583.230469
	Iteration 39Q: 3 clusters Score -1255673 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1255685.750000 Penalty: 4583.230469
	Iteration 40F: 3 clusters Score -1255686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1255702.500000 Penalty: 4583.230469
	Iteration 41Q: 3 clusters Score -1255702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1255714.125000 Penalty: 4583.230469
	Iteration 42Q: 3 clusters Score -1255714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1255728.750000 Penalty: 4583.230469
	Iteration 43Q: 3 clusters Score -1255729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1255738.500000 Penalty: 4583.230469
	Iteration 44Q: 3 clusters Score -1255738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1255745.625000 Penalty: 4583.230469
	Iteration 45Q: 3 clusters Score -1255746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1255753.875000 Penalty: 4583.230469
	Iteration 46Q: 3 clusters Score -1255754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1255755.250000 Penalty: 4583.230469
	Iteration 47Q: 3 clusters Score -1255755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1255760.250000 Penalty: 4583.230469
	Iteration 48Q: 3 clusters Score -1255760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1255767.125000 Penalty: 4583.230469
	Iteration 49Q: 3 clusters Score -1255767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1255774.000000 Penalty: 4583.230469
	Iteration 50Q: 3 clusters Score -1255774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1255781.875000 Penalty: 4583.230469
	Iteration 51Q: 3 clusters Score -1255782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1255785.125000 Penalty: 4583.230469
	Iteration 52Q: 3 clusters Score -1255785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1255794.625000 Penalty: 4583.230469
	Iteration 53Q: 3 clusters Score -1255795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1255792.000000 Penalty: 4583.230469
	Iteration 54Q: 3 clusters Score -1255792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1255804.875000 Penalty: 4583.230469
	Iteration 55Q: 3 clusters Score -1255805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1255809.125000 Penalty: 4583.230469
	Iteration 56Q: 3 clusters Score -1255809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1255816.875000 Penalty: 4583.230469
	Iteration 57Q: 3 clusters Score -1255817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1255823.375000 Penalty: 4583.230469
	Iteration 58Q: 3 clusters Score -1255823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1255831.750000 Penalty: 4583.230469
	Iteration 59Q: 3 clusters Score -1255832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1255835.875000 Penalty: 4583.230469
	Iteration 60F: 3 clusters Score -1255836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1255841.125000 Penalty: 4583.230469
	Iteration 61Q: 3 clusters Score -1255841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1255845.750000 Penalty: 4583.230469
	Iteration 62Q: 3 clusters Score -1255846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1255850.375000 Penalty: 4583.230469
	Iteration 63Q: 3 clusters Score -1255850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1255851.250000 Penalty: 4583.230469
	Iteration 64Q: 3 clusters Score -1255851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1255854.375000 Penalty: 4583.230469
	Iteration 65Q: 3 clusters Score -1255854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1255860.125000 Penalty: 4583.230469
	Iteration 66Q: 3 clusters Score -1255860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1255867.625000 Penalty: 4583.230469
	Iteration 67Q: 3 clusters Score -1255868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1255870.750000 Penalty: 4583.230469
	Iteration 68Q: 3 clusters Score -1255871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1255871.875000 Penalty: 4583.230469
	Iteration 69Q: 3 clusters Score -1255872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1255877.000000 Penalty: 4583.230469
	Iteration 70Q: 3 clusters Score -1255877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1255878.875000 Penalty: 4583.230469
	Iteration 71Q: 3 clusters Score -1255879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1255881.375000 Penalty: 4583.230469
	Iteration 72Q: 3 clusters Score -1255881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1255883.125000 Penalty: 4583.230469
	Iteration 73Q: 3 clusters Score -1255883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1255883.250000 Penalty: 4583.230469
	Iteration 74Q: 3 clusters Score -1255883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1255883.000000 Penalty: 4583.230469
	Iteration 75Q: 3 clusters Score -1255883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1255883.750000 Penalty: 4583.230469
	Iteration 76Q: 3 clusters Score -1255884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1255882.625000 Penalty: 4583.230469
	Iteration 77Q: 3 clusters Score -1255883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1255884.250000 Penalty: 4583.230469
	Iteration 78Q: 3 clusters Score -1255884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1255887.125000 Penalty: 4583.230469
	Iteration 79Q: 3 clusters Score -1255887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1255887.750000 Penalty: 4583.230469
	Iteration 80F: 3 clusters Score -1255888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1255890.125000 Penalty: 4583.230469
	Iteration 81Q: 3 clusters Score -1255890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1255888.500000 Penalty: 4583.230469
	Iteration 82Q: 3 clusters Score -1255888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1255890.750000 Penalty: 4583.230469
	Iteration 83Q: 3 clusters Score -1255891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1255894.625000 Penalty: 4583.230469
	Iteration 84Q: 3 clusters Score -1255895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1255893.875000 Penalty: 4583.230469
	Iteration 85Q: 3 clusters Score -1255894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1255894.750000 Penalty: 4583.230469
	Iteration 86Q: 3 clusters Score -1255895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1255894.750000 Penalty: 4583.230469
	Iteration 87F: 3 clusters Score -1255895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -576649.437500 Penalty: 2090.450439
	Iteration 0F: 2 clusters Score -576649.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -572507.375000 Penalty: 4180.900879
	Iteration 0F: 3 clusters Score -572507.4 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -573554.062500 Penalty: 4180.900879
	Iteration 1F: 3 clusters Score -573554.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -573774.000000 Penalty: 4180.900879
	Iteration 2F: 3 clusters Score -573774 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -573974.500000 Penalty: 4180.900879
	Iteration 3F: 3 clusters Score -573974.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -574144.937500 Penalty: 4180.900879
	Iteration 4Q: 3 clusters Score -574144.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -574312.875000 Penalty: 4180.900879
	Iteration 5Q: 3 clusters Score -574312.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -574468.875000 Penalty: 4180.900879
	Iteration 6Q: 3 clusters Score -574468.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -574572.812500 Penalty: 4180.900879
	Iteration 7Q: 3 clusters Score -574572.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -574649.687500 Penalty: 4180.900879
	Iteration 8Q: 3 clusters Score -574649.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -574730.937500 Penalty: 4180.900879
	Iteration 9Q: 3 clusters Score -574730.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -574816.312500 Penalty: 4180.900879
	Iteration 10Q: 3 clusters Score -574816.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -574916.625000 Penalty: 4180.900879
	Iteration 11Q: 3 clusters Score -574916.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -575020.437500 Penalty: 4180.900879
	Iteration 12Q: 3 clusters Score -575020.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -575117.187500 Penalty: 4180.900879
	Iteration 13Q: 3 clusters Score -575117.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -575213.125000 Penalty: 4180.900879
	Iteration 14Q: 3 clusters Score -575213.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -575300.250000 Penalty: 4180.900879
	Iteration 15Q: 3 clusters Score -575300.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -575379.062500 Penalty: 4180.900879
	Iteration 16Q: 3 clusters Score -575379.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -575440.500000 Penalty: 4180.900879
	Iteration 17Q: 3 clusters Score -575440.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -575476.812500 Penalty: 4180.900879
	Iteration 18Q: 3 clusters Score -575476.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -575500.875000 Penalty: 4180.900879
	Iteration 19Q: 3 clusters Score -575500.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -575520.000000 Penalty: 4180.900879
	Iteration 20F: 3 clusters Score -575520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -575533.500000 Penalty: 4180.900879
	Iteration 21Q: 3 clusters Score -575533.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -575544.437500 Penalty: 4180.900879
	Iteration 22Q: 3 clusters Score -575544.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -575553.375000 Penalty: 4180.900879
	Iteration 23Q: 3 clusters Score -575553.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -575560.937500 Penalty: 4180.900879
	Iteration 24Q: 3 clusters Score -575560.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -575567.625000 Penalty: 4180.900879
	Iteration 25Q: 3 clusters Score -575567.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -575573.125000 Penalty: 4180.900879
	Iteration 26Q: 3 clusters Score -575573.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -575579.375000 Penalty: 4180.900879
	Iteration 27Q: 3 clusters Score -575579.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -575583.562500 Penalty: 4180.900879
	Iteration 28Q: 3 clusters Score -575583.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -575584.125000 Penalty: 4180.900879
	Iteration 29Q: 3 clusters Score -575584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -575584.875000 Penalty: 4180.900879
	Iteration 30Q: 3 clusters Score -575584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -575586.250000 Penalty: 4180.900879
	Iteration 31Q: 3 clusters Score -575586.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -575588.125000 Penalty: 4180.900879
	Iteration 32Q: 3 clusters Score -575588.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -575589.187500 Penalty: 4180.900879
	Iteration 33Q: 3 clusters Score -575589.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -575590.812500 Penalty: 4180.900879
	Iteration 34Q: 3 clusters Score -575590.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -575593.125000 Penalty: 4180.900879
	Iteration 35Q: 3 clusters Score -575593.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -575595.500000 Penalty: 4180.900879
	Iteration 36Q: 3 clusters Score -575595.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -575596.562500 Penalty: 4180.900879
	Iteration 37Q: 3 clusters Score -575596.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -575596.562500 Penalty: 4180.900879
	Iteration 38F: 3 clusters Score -575596.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -19737.933594 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -19737.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18691.335938 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -18691.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18774.619141 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -18774.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18803.822266 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -18803.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18803.822266 Penalty: 2583.905029
	Iteration 3F: 3 clusters Score -18803.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (26182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Entering Unmasked Estep 
Score: -3535478.500000 Penalty: 2522.861328
	Iteration 0F: 2 clusters Score -3535478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -3517360.000000 Penalty: 5045.722656
	Iteration 0F: 3 clusters Score -3517360 nChanged 11784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3523773.000000 Penalty: 5045.722656
	Iteration 1F: 3 clusters Score -3523773 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3524267.000000 Penalty: 5045.722656
	Iteration 2Q: 3 clusters Score -3524267 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3524769.250000 Penalty: 5045.722656
	Iteration 3Q: 3 clusters Score -3524769 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -3525306.500000 Penalty: 5045.722656
	Iteration 4Q: 3 clusters Score -3525306 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -3525858.250000 Penalty: 5045.722656
	Iteration 5Q: 3 clusters Score -3525858 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -3526478.500000 Penalty: 5045.722656
	Iteration 6Q: 3 clusters Score -3526478 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -3527158.250000 Penalty: 5045.722656
	Iteration 7Q: 3 clusters Score -3527158 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -3527785.250000 Penalty: 5045.722656
	Iteration 8F: 3 clusters Score -3527785 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -3528397.000000 Penalty: 5045.722656
	Iteration 9Q: 3 clusters Score -3528397 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3528974.250000 Penalty: 5045.722656
	Iteration 10Q: 3 clusters Score -3528974 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -3529410.250000 Penalty: 5045.722656
	Iteration 11Q: 3 clusters Score -3529410 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -3529699.500000 Penalty: 5045.722656
	Iteration 12Q: 3 clusters Score -3529700 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -3529903.500000 Penalty: 5045.722656
	Iteration 13Q: 3 clusters Score -3529904 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -3530093.500000 Penalty: 5045.722656
	Iteration 14Q: 3 clusters Score -3530094 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -3530276.000000 Penalty: 5045.722656
	Iteration 15Q: 3 clusters Score -3530276 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -3530443.500000 Penalty: 5045.722656
	Iteration 16Q: 3 clusters Score -3530444 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3530602.000000 Penalty: 5045.722656
	Iteration 17Q: 3 clusters Score -3530602 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -3530759.750000 Penalty: 5045.722656
	Iteration 18Q: 3 clusters Score -3530760 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -3530926.000000 Penalty: 5045.722656
	Iteration 19Q: 3 clusters Score -3530926 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -3531077.000000 Penalty: 5045.722656
	Iteration 20F: 3 clusters Score -3531077 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -3531266.250000 Penalty: 5045.722656
	Iteration 21Q: 3 clusters Score -3531266 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -3531463.000000 Penalty: 5045.722656
	Iteration 22Q: 3 clusters Score -3531463 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -3531709.250000 Penalty: 5045.722656
	Iteration 23Q: 3 clusters Score -3531709 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3532002.250000 Penalty: 5045.722656
	Iteration 24Q: 3 clusters Score -3532002 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3532434.750000 Penalty: 5045.722656
	Iteration 25Q: 3 clusters Score -3532435 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3533090.750000 Penalty: 5045.722656
	Iteration 26Q: 3 clusters Score -3533091 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3533451.750000 Penalty: 5045.722656
	Iteration 27Q: 3 clusters Score -3533452 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3533576.250000 Penalty: 5045.722656
	Iteration 28Q: 3 clusters Score -3533576 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3533664.250000 Penalty: 5045.722656
	Iteration 29Q: 3 clusters Score -3533664 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3533704.500000 Penalty: 5045.722656
	Iteration 30Q: 3 clusters Score -3533704 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3533745.500000 Penalty: 5045.722656
	Iteration 31Q: 3 clusters Score -3533746 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3533764.500000 Penalty: 5045.722656
	Iteration 32Q: 3 clusters Score -3533764 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3533789.250000 Penalty: 5045.722656
	Iteration 33Q: 3 clusters Score -3533789 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3533821.750000 Penalty: 5045.722656
	Iteration 34Q: 3 clusters Score -3533822 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3533840.250000 Penalty: 5045.722656
	Iteration 35Q: 3 clusters Score -3533840 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3533869.250000 Penalty: 5045.722656
	Iteration 36Q: 3 clusters Score -3533869 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3533883.750000 Penalty: 5045.722656
	Iteration 37Q: 3 clusters Score -3533884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3533901.750000 Penalty: 5045.722656
	Iteration 38Q: 3 clusters Score -3533902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3533912.000000 Penalty: 5045.722656
	Iteration 39Q: 3 clusters Score -3533912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3533910.000000 Penalty: 5045.722656
	Iteration 40F: 3 clusters Score -3533910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3533919.250000 Penalty: 5045.722656
	Iteration 41Q: 3 clusters Score -3533919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3533928.500000 Penalty: 5045.722656
	Iteration 42Q: 3 clusters Score -3533928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3533934.000000 Penalty: 5045.722656
	Iteration 43Q: 3 clusters Score -3533934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3533934.500000 Penalty: 5045.722656
	Iteration 44Q: 3 clusters Score -3533934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3533941.250000 Penalty: 5045.722656
	Iteration 45Q: 3 clusters Score -3533941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3533947.750000 Penalty: 5045.722656
	Iteration 46Q: 3 clusters Score -3533948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3533949.250000 Penalty: 5045.722656
	Iteration 47Q: 3 clusters Score -3533949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3533947.000000 Penalty: 5045.722656
	Iteration 48Q: 3 clusters Score -3533947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3533952.750000 Penalty: 5045.722656
	Iteration 49Q: 3 clusters Score -3533953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3533948.500000 Penalty: 5045.722656
	Iteration 50Q: 3 clusters Score -3533948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3533948.250000 Penalty: 5045.722656
	Iteration 51Q: 3 clusters Score -3533948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3533948.250000 Penalty: 5045.722656
	Iteration 52Q: 3 clusters Score -3533948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3533953.750000 Penalty: 5045.722656
	Iteration 53Q: 3 clusters Score -3533954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3533954.250000 Penalty: 5045.722656
	Iteration 54Q: 3 clusters Score -3533954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3533955.250000 Penalty: 5045.722656
	Iteration 55Q: 3 clusters Score -3533955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3533959.750000 Penalty: 5045.722656
	Iteration 56Q: 3 clusters Score -3533960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3533958.500000 Penalty: 5045.722656
	Iteration 57Q: 3 clusters Score -3533958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3533961.500000 Penalty: 5045.722656
	Iteration 58Q: 3 clusters Score -3533962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3533960.250000 Penalty: 5045.722656
	Iteration 59Q: 3 clusters Score -3533960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3533958.250000 Penalty: 5045.722656
	Iteration 60F: 3 clusters Score -3533958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3533962.000000 Penalty: 5045.722656
	Iteration 61Q: 3 clusters Score -3533962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3533966.250000 Penalty: 5045.722656
	Iteration 62Q: 3 clusters Score -3533966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3533967.750000 Penalty: 5045.722656
	Iteration 63Q: 3 clusters Score -3533968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3533965.500000 Penalty: 5045.722656
	Iteration 64Q: 3 clusters Score -3533966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3533963.000000 Penalty: 5045.722656
	Iteration 65Q: 3 clusters Score -3533963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3533959.500000 Penalty: 5045.722656
	Iteration 66Q: 3 clusters Score -3533960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3533959.500000 Penalty: 5045.722656
	Iteration 67F: 3 clusters Score -3533960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Entering Unmasked Estep 
Score: -1081460.875000 Penalty: 2235.160156
	Iteration 0F: 2 clusters Score -1081461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1075026.875000 Penalty: 4470.320312
	Iteration 0F: 3 clusters Score -1075027 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1076935.250000 Penalty: 4470.320312
	Iteration 1F: 3 clusters Score -1076935 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1077372.250000 Penalty: 4470.320312
	Iteration 2F: 3 clusters Score -1077372 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1077804.250000 Penalty: 4470.320312
	Iteration 3F: 3 clusters Score -1077804 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1078307.250000 Penalty: 4470.320312
	Iteration 4F: 3 clusters Score -1078307 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1078903.500000 Penalty: 4470.320312
	Iteration 5F: 3 clusters Score -1078904 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1079488.125000 Penalty: 4470.320312
	Iteration 6F: 3 clusters Score -1079488 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1079976.375000 Penalty: 4470.320312
	Iteration 7Q: 3 clusters Score -1079976 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1080329.250000 Penalty: 4470.320312
	Iteration 8Q: 3 clusters Score -1080329 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1080492.875000 Penalty: 4470.320312
	Iteration 9Q: 3 clusters Score -1080493 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1080580.375000 Penalty: 4470.320312
	Iteration 10Q: 3 clusters Score -1080580 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1080651.625000 Penalty: 4470.320312
	Iteration 11Q: 3 clusters Score -1080652 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1080719.875000 Penalty: 4470.320312
	Iteration 12Q: 3 clusters Score -1080720 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1080782.625000 Penalty: 4470.320312
	Iteration 13Q: 3 clusters Score -1080783 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1080815.625000 Penalty: 4470.320312
	Iteration 14Q: 3 clusters Score -1080816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1080839.250000 Penalty: 4470.320312
	Iteration 15Q: 3 clusters Score -1080839 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1080857.875000 Penalty: 4470.320312
	Iteration 16Q: 3 clusters Score -1080858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1080871.250000 Penalty: 4470.320312
	Iteration 17Q: 3 clusters Score -1080871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1080885.625000 Penalty: 4470.320312
	Iteration 18Q: 3 clusters Score -1080886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1080896.750000 Penalty: 4470.320312
	Iteration 19Q: 3 clusters Score -1080897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1080910.000000 Penalty: 4470.320312
	Iteration 20F: 3 clusters Score -1080910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1080922.500000 Penalty: 4470.320312
	Iteration 21Q: 3 clusters Score -1080922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1080931.250000 Penalty: 4470.320312
	Iteration 22Q: 3 clusters Score -1080931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1080935.500000 Penalty: 4470.320312
	Iteration 23Q: 3 clusters Score -1080936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1080937.625000 Penalty: 4470.320312
	Iteration 24Q: 3 clusters Score -1080938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1080938.000000 Penalty: 4470.320312
	Iteration 25Q: 3 clusters Score -1080938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1080941.250000 Penalty: 4470.320312
	Iteration 26Q: 3 clusters Score -1080941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1080941.250000 Penalty: 4470.320312
	Iteration 27F: 3 clusters Score -1080941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -49152.015625 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -49152.02 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 200 members 
Entering Unmasked Estep 
Score: -47838.390625 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -47838.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47958.628906 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -47958.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48011.570312 Penalty: 2947.628662
	Iteration 2Q: 3 clusters Score -48011.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48042.953125 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -48042.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48063.257812 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -48063.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48086.875000 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -48086.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48110.968750 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -48110.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48124.640625 Penalty: 2947.628662
	Iteration 7Q: 3 clusters Score -48124.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48128.039062 Penalty: 2947.628662
	Iteration 8Q: 3 clusters Score -48128.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48131.320312 Penalty: 2947.628662
	Iteration 9Q: 3 clusters Score -48131.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48131.320312 Penalty: 2947.628662
	Iteration 10F: 3 clusters Score -48131.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Entering Unmasked Estep 
Score: -621216.437500 Penalty: 2094.106445
	Iteration 0F: 2 clusters Score -621216.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -616869.750000 Penalty: 4188.212891
	Iteration 0F: 3 clusters Score -616869.8 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -617879.500000 Penalty: 4188.212891
	Iteration 1F: 3 clusters Score -617879.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -618096.687500 Penalty: 4188.212891
	Iteration 2F: 3 clusters Score -618096.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -618228.312500 Penalty: 4188.212891
	Iteration 3Q: 3 clusters Score -618228.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -618321.687500 Penalty: 4188.212891
	Iteration 4Q: 3 clusters Score -618321.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -618402.687500 Penalty: 4188.212891
	Iteration 5Q: 3 clusters Score -618402.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -618464.875000 Penalty: 4188.212891
	Iteration 6Q: 3 clusters Score -618464.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -618523.750000 Penalty: 4188.212891
	Iteration 7Q: 3 clusters Score -618523.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -618566.375000 Penalty: 4188.212891
	Iteration 8Q: 3 clusters Score -618566.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -618602.625000 Penalty: 4188.212891
	Iteration 9Q: 3 clusters Score -618602.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -618629.562500 Penalty: 4188.212891
	Iteration 10Q: 3 clusters Score -618629.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -618647.687500 Penalty: 4188.212891
	Iteration 11Q: 3 clusters Score -618647.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -618666.187500 Penalty: 4188.212891
	Iteration 12Q: 3 clusters Score -618666.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -618691.062500 Penalty: 4188.212891
	Iteration 13Q: 3 clusters Score -618691.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -618718.937500 Penalty: 4188.212891
	Iteration 14Q: 3 clusters Score -618718.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -618745.875000 Penalty: 4188.212891
	Iteration 15Q: 3 clusters Score -618745.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -618774.750000 Penalty: 4188.212891
	Iteration 16Q: 3 clusters Score -618774.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -618795.312500 Penalty: 4188.212891
	Iteration 17Q: 3 clusters Score -618795.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -618818.562500 Penalty: 4188.212891
	Iteration 18Q: 3 clusters Score -618818.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -618839.812500 Penalty: 4188.212891
	Iteration 19Q: 3 clusters Score -618839.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -618859.875000 Penalty: 4188.212891
	Iteration 20F: 3 clusters Score -618859.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -618879.562500 Penalty: 4188.212891
	Iteration 21Q: 3 clusters Score -618879.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -618903.000000 Penalty: 4188.212891
	Iteration 22Q: 3 clusters Score -618903 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -618926.062500 Penalty: 4188.212891
	Iteration 23Q: 3 clusters Score -618926.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -618945.125000 Penalty: 4188.212891
	Iteration 24Q: 3 clusters Score -618945.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -618965.062500 Penalty: 4188.212891
	Iteration 25Q: 3 clusters Score -618965.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -618983.375000 Penalty: 4188.212891
	Iteration 26Q: 3 clusters Score -618983.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -619009.562500 Penalty: 4188.212891
	Iteration 27Q: 3 clusters Score -619009.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -619035.937500 Penalty: 4188.212891
	Iteration 28Q: 3 clusters Score -619035.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -619066.312500 Penalty: 4188.212891
	Iteration 29Q: 3 clusters Score -619066.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -619102.187500 Penalty: 4188.212891
	Iteration 30Q: 3 clusters Score -619102.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -619149.812500 Penalty: 4188.212891
	Iteration 31Q: 3 clusters Score -619149.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -619209.437500 Penalty: 4188.212891
	Iteration 32Q: 3 clusters Score -619209.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -619272.687500 Penalty: 4188.212891
	Iteration 33Q: 3 clusters Score -619272.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -619341.187500 Penalty: 4188.212891
	Iteration 34Q: 3 clusters Score -619341.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -619398.375000 Penalty: 4188.212891
	Iteration 35Q: 3 clusters Score -619398.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -619444.000000 Penalty: 4188.212891
	Iteration 36Q: 3 clusters Score -619444 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -619477.687500 Penalty: 4188.212891
	Iteration 37Q: 3 clusters Score -619477.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -619505.937500 Penalty: 4188.212891
	Iteration 38Q: 3 clusters Score -619505.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -619536.312500 Penalty: 4188.212891
	Iteration 39Q: 3 clusters Score -619536.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -619556.750000 Penalty: 4188.212891
	Iteration 40F: 3 clusters Score -619556.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -619568.562500 Penalty: 4188.212891
	Iteration 41Q: 3 clusters Score -619568.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -619580.937500 Penalty: 4188.212891
	Iteration 42Q: 3 clusters Score -619580.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -619592.875000 Penalty: 4188.212891
	Iteration 43Q: 3 clusters Score -619592.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -619602.437500 Penalty: 4188.212891
	Iteration 44Q: 3 clusters Score -619602.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -619609.437500 Penalty: 4188.212891
	Iteration 45Q: 3 clusters Score -619609.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -619613.687500 Penalty: 4188.212891
	Iteration 46Q: 3 clusters Score -619613.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -619619.312500 Penalty: 4188.212891
	Iteration 47Q: 3 clusters Score -619619.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -619622.000000 Penalty: 4188.212891
	Iteration 48Q: 3 clusters Score -619622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -619625.375000 Penalty: 4188.212891
	Iteration 49Q: 3 clusters Score -619625.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -619627.875000 Penalty: 4188.212891
	Iteration 50Q: 3 clusters Score -619627.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -619628.125000 Penalty: 4188.212891
	Iteration 51Q: 3 clusters Score -619628.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -619629.187500 Penalty: 4188.212891
	Iteration 52Q: 3 clusters Score -619629.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -619631.500000 Penalty: 4188.212891
	Iteration 53Q: 3 clusters Score -619631.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -619634.125000 Penalty: 4188.212891
	Iteration 54Q: 3 clusters Score -619634.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -619635.875000 Penalty: 4188.212891
	Iteration 55Q: 3 clusters Score -619635.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -619639.125000 Penalty: 4188.212891
	Iteration 56Q: 3 clusters Score -619639.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -619637.812500 Penalty: 4188.212891
	Iteration 57Q: 3 clusters Score -619637.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -619638.437500 Penalty: 4188.212891
	Iteration 58Q: 3 clusters Score -619638.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -619640.375000 Penalty: 4188.212891
	Iteration 59Q: 3 clusters Score -619640.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -619640.000000 Penalty: 4188.212891
	Iteration 60F: 3 clusters Score -619640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -619639.125000 Penalty: 4188.212891
	Iteration 61Q: 3 clusters Score -619639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -619639.687500 Penalty: 4188.212891
	Iteration 62Q: 3 clusters Score -619639.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -619639.687500 Penalty: 4188.212891
	Iteration 63Q: 3 clusters Score -619639.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -619639.687500 Penalty: 4188.212891
	Iteration 64F: 3 clusters Score -619639.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Entering Unmasked Estep 
Score: -2907589.500000 Penalty: 2473.006348
	Iteration 0F: 2 clusters Score -2907590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2892573.500000 Penalty: 4946.012695
	Iteration 0F: 3 clusters Score -2892574 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2897780.250000 Penalty: 4946.012695
	Iteration 1F: 3 clusters Score -2897780 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2898299.500000 Penalty: 4946.012695
	Iteration 2F: 3 clusters Score -2898300 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2898780.250000 Penalty: 4946.012695
	Iteration 3F: 3 clusters Score -2898780 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2899285.750000 Penalty: 4946.012695
	Iteration 4Q: 3 clusters Score -2899286 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2899854.250000 Penalty: 4946.012695
	Iteration 5Q: 3 clusters Score -2899854 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2900543.250000 Penalty: 4946.012695
	Iteration 6Q: 3 clusters Score -2900543 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2901359.750000 Penalty: 4946.012695
	Iteration 7F: 3 clusters Score -2901360 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2902077.500000 Penalty: 4946.012695
	Iteration 8F: 3 clusters Score -2902078 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2902672.250000 Penalty: 4946.012695
	Iteration 9Q: 3 clusters Score -2902672 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2903141.750000 Penalty: 4946.012695
	Iteration 10Q: 3 clusters Score -2903142 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2903466.500000 Penalty: 4946.012695
	Iteration 11Q: 3 clusters Score -2903466 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2903717.250000 Penalty: 4946.012695
	Iteration 12Q: 3 clusters Score -2903717 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2903881.750000 Penalty: 4946.012695
	Iteration 13Q: 3 clusters Score -2903882 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2903989.750000 Penalty: 4946.012695
	Iteration 14Q: 3 clusters Score -2903990 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2904069.000000 Penalty: 4946.012695
	Iteration 15Q: 3 clusters Score -2904069 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2904122.500000 Penalty: 4946.012695
	Iteration 16Q: 3 clusters Score -2904122 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2904164.250000 Penalty: 4946.012695
	Iteration 17Q: 3 clusters Score -2904164 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2904214.000000 Penalty: 4946.012695
	Iteration 18Q: 3 clusters Score -2904214 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2904239.000000 Penalty: 4946.012695
	Iteration 19Q: 3 clusters Score -2904239 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2904263.500000 Penalty: 4946.012695
	Iteration 20F: 3 clusters Score -2904264 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2904289.250000 Penalty: 4946.012695
	Iteration 21Q: 3 clusters Score -2904289 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2904312.750000 Penalty: 4946.012695
	Iteration 22Q: 3 clusters Score -2904313 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2904342.250000 Penalty: 4946.012695
	Iteration 23Q: 3 clusters Score -2904342 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2904360.500000 Penalty: 4946.012695
	Iteration 24Q: 3 clusters Score -2904360 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2904392.750000 Penalty: 4946.012695
	Iteration 25Q: 3 clusters Score -2904393 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2904439.000000 Penalty: 4946.012695
	Iteration 26Q: 3 clusters Score -2904439 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2904473.500000 Penalty: 4946.012695
	Iteration 27Q: 3 clusters Score -2904474 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2904511.000000 Penalty: 4946.012695
	Iteration 28Q: 3 clusters Score -2904511 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2904558.500000 Penalty: 4946.012695
	Iteration 29Q: 3 clusters Score -2904558 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2904607.500000 Penalty: 4946.012695
	Iteration 30Q: 3 clusters Score -2904608 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2904629.250000 Penalty: 4946.012695
	Iteration 31Q: 3 clusters Score -2904629 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2904662.000000 Penalty: 4946.012695
	Iteration 32Q: 3 clusters Score -2904662 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2904699.250000 Penalty: 4946.012695
	Iteration 33Q: 3 clusters Score -2904699 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2904734.250000 Penalty: 4946.012695
	Iteration 34Q: 3 clusters Score -2904734 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2904788.000000 Penalty: 4946.012695
	Iteration 35Q: 3 clusters Score -2904788 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2904818.500000 Penalty: 4946.012695
	Iteration 36Q: 3 clusters Score -2904818 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2904856.750000 Penalty: 4946.012695
	Iteration 37Q: 3 clusters Score -2904857 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2904906.000000 Penalty: 4946.012695
	Iteration 38Q: 3 clusters Score -2904906 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2904959.250000 Penalty: 4946.012695
	Iteration 39Q: 3 clusters Score -2904959 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2905036.500000 Penalty: 4946.012695
	Iteration 40F: 3 clusters Score -2905036 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2905114.250000 Penalty: 4946.012695
	Iteration 41Q: 3 clusters Score -2905114 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2905182.000000 Penalty: 4946.012695
	Iteration 42Q: 3 clusters Score -2905182 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2905269.000000 Penalty: 4946.012695
	Iteration 43Q: 3 clusters Score -2905269 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2905346.250000 Penalty: 4946.012695
	Iteration 44Q: 3 clusters Score -2905346 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2905435.750000 Penalty: 4946.012695
	Iteration 45Q: 3 clusters Score -2905436 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2905530.500000 Penalty: 4946.012695
	Iteration 46Q: 3 clusters Score -2905530 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2905629.500000 Penalty: 4946.012695
	Iteration 47Q: 3 clusters Score -2905630 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2905711.500000 Penalty: 4946.012695
	Iteration 48Q: 3 clusters Score -2905712 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2905793.500000 Penalty: 4946.012695
	Iteration 49Q: 3 clusters Score -2905794 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2905880.750000 Penalty: 4946.012695
	Iteration 50Q: 3 clusters Score -2905881 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2905978.750000 Penalty: 4946.012695
	Iteration 51Q: 3 clusters Score -2905979 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2906072.500000 Penalty: 4946.012695
	Iteration 52Q: 3 clusters Score -2906072 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2906164.500000 Penalty: 4946.012695
	Iteration 53Q: 3 clusters Score -2906164 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2906276.000000 Penalty: 4946.012695
	Iteration 54Q: 3 clusters Score -2906276 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2906361.000000 Penalty: 4946.012695
	Iteration 55Q: 3 clusters Score -2906361 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2906433.250000 Penalty: 4946.012695
	Iteration 56Q: 3 clusters Score -2906433 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2906520.250000 Penalty: 4946.012695
	Iteration 57Q: 3 clusters Score -2906520 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2906597.250000 Penalty: 4946.012695
	Iteration 58Q: 3 clusters Score -2906597 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2906677.500000 Penalty: 4946.012695
	Iteration 59Q: 3 clusters Score -2906678 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2906753.750000 Penalty: 4946.012695
	Iteration 60F: 3 clusters Score -2906754 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2906804.000000 Penalty: 4946.012695
	Iteration 61Q: 3 clusters Score -2906804 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2906854.500000 Penalty: 4946.012695
	Iteration 62Q: 3 clusters Score -2906854 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2906914.750000 Penalty: 4946.012695
	Iteration 63Q: 3 clusters Score -2906915 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2906966.250000 Penalty: 4946.012695
	Iteration 64Q: 3 clusters Score -2906966 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2907003.000000 Penalty: 4946.012695
	Iteration 65Q: 3 clusters Score -2907003 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2907048.750000 Penalty: 4946.012695
	Iteration 66Q: 3 clusters Score -2907049 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2907118.500000 Penalty: 4946.012695
	Iteration 67Q: 3 clusters Score -2907118 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2907164.500000 Penalty: 4946.012695
	Iteration 68Q: 3 clusters Score -2907164 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2907205.250000 Penalty: 4946.012695
	Iteration 69Q: 3 clusters Score -2907205 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2907232.500000 Penalty: 4946.012695
	Iteration 70Q: 3 clusters Score -2907232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2907244.250000 Penalty: 4946.012695
	Iteration 71Q: 3 clusters Score -2907244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2907248.500000 Penalty: 4946.012695
	Iteration 72Q: 3 clusters Score -2907248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2907267.750000 Penalty: 4946.012695
	Iteration 73Q: 3 clusters Score -2907268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2907269.250000 Penalty: 4946.012695
	Iteration 74Q: 3 clusters Score -2907269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2907283.250000 Penalty: 4946.012695
	Iteration 75Q: 3 clusters Score -2907283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2907285.500000 Penalty: 4946.012695
	Iteration 76Q: 3 clusters Score -2907286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2907286.000000 Penalty: 4946.012695
	Iteration 77Q: 3 clusters Score -2907286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2907284.250000 Penalty: 4946.012695
	Iteration 78Q: 3 clusters Score -2907284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2907286.500000 Penalty: 4946.012695
	Iteration 79Q: 3 clusters Score -2907286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2907286.500000 Penalty: 4946.012695
	Iteration 80F: 3 clusters Score -2907286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2907287.000000 Penalty: 4946.012695
	Iteration 81Q: 3 clusters Score -2907287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2907290.750000 Penalty: 4946.012695
	Iteration 82Q: 3 clusters Score -2907291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2907291.750000 Penalty: 4946.012695
	Iteration 83Q: 3 clusters Score -2907292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2907293.250000 Penalty: 4946.012695
	Iteration 84Q: 3 clusters Score -2907293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2907297.250000 Penalty: 4946.012695
	Iteration 85Q: 3 clusters Score -2907297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2907296.750000 Penalty: 4946.012695
	Iteration 86Q: 3 clusters Score -2907297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2907296.750000 Penalty: 4946.012695
	Iteration 87F: 3 clusters Score -2907297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -160811.484375 Penalty: 1781.787964
	Iteration 0F: 2 clusters Score -160811.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -158725.218750 Penalty: 3563.575928
	Iteration 0F: 3 clusters Score -158725.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -159376.500000 Penalty: 3563.575928
	Iteration 1F: 3 clusters Score -159376.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -160009.531250 Penalty: 3563.575928
	Iteration 2F: 3 clusters Score -160009.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -160830.140625 Penalty: 3563.575928
	Iteration 3F: 3 clusters Score -160830.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -161298.078125 Penalty: 3563.575928
	Iteration 4F: 3 clusters Score -161298.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -161473.234375 Penalty: 3563.575928
	Iteration 5Q: 3 clusters Score -161473.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -161606.843750 Penalty: 3563.575928
	Iteration 6Q: 3 clusters Score -161606.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -161755.453125 Penalty: 3563.575928
	Iteration 7Q: 3 clusters Score -161755.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -161885.609375 Penalty: 3563.575928
	Iteration 8Q: 3 clusters Score -161885.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -161941.984375 Penalty: 3563.575928
	Iteration 9Q: 3 clusters Score -161942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -162001.765625 Penalty: 3563.575928
	Iteration 10Q: 3 clusters Score -162001.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -162045.765625 Penalty: 3563.575928
	Iteration 11Q: 3 clusters Score -162045.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -162129.765625 Penalty: 3563.575928
	Iteration 12Q: 3 clusters Score -162129.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -162440.062500 Penalty: 3563.575928
	Iteration 13Q: 3 clusters Score -162440.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -163568.140625 Penalty: 3563.575928
	Iteration 14Q: 3 clusters Score -163568.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -163719.890625 Penalty: 3563.575928
	Iteration 15Q: 3 clusters Score -163719.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -163755.062500 Penalty: 3563.575928
	Iteration 16Q: 3 clusters Score -163755.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -163755.062500 Penalty: 3563.575928
	Iteration 17F: 3 clusters Score -163755.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13428 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38107 members 
Mstep: Class 7 contains 89051 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12358 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165932 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63766 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31573 members 
Mstep: Class 19 contains 158108 members 
Mstep: Class 20 contains 18563 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 4579 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4647 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Mstep: Class 36 contains 703 members 
Entering Unmasked Estep 
Score: -100914984.000000 Penalty: 120936.960938
Splitting cluster 30 changes total score from -100913528.000000 to -100914984.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 31 (5942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Entering Unmasked Estep 
Score: -767859.875000 Penalty: 2155.070801
	Iteration 0F: 2 clusters Score -767859.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -762720.937500 Penalty: 4310.141602
	Iteration 0F: 3 clusters Score -762720.9 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -764232.437500 Penalty: 4310.141602
	Iteration 1F: 3 clusters Score -764232.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -764683.437500 Penalty: 4310.141602
	Iteration 2F: 3 clusters Score -764683.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -765065.562500 Penalty: 4310.141602
	Iteration 3F: 3 clusters Score -765065.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -765442.687500 Penalty: 4310.141602
	Iteration 4F: 3 clusters Score -765442.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -765880.500000 Penalty: 4310.141602
	Iteration 5F: 3 clusters Score -765880.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -766393.562500 Penalty: 4310.141602
	Iteration 6F: 3 clusters Score -766393.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -766870.437500 Penalty: 4310.141602
	Iteration 7F: 3 clusters Score -766870.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -767191.062500 Penalty: 4310.141602
	Iteration 8Q: 3 clusters Score -767191.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -767357.062500 Penalty: 4310.141602
	Iteration 9Q: 3 clusters Score -767357.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -767434.875000 Penalty: 4310.141602
	Iteration 10Q: 3 clusters Score -767434.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -767475.875000 Penalty: 4310.141602
	Iteration 11Q: 3 clusters Score -767475.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -767492.937500 Penalty: 4310.141602
	Iteration 12Q: 3 clusters Score -767492.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -767506.125000 Penalty: 4310.141602
	Iteration 13Q: 3 clusters Score -767506.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -767516.250000 Penalty: 4310.141602
	Iteration 14Q: 3 clusters Score -767516.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -767523.812500 Penalty: 4310.141602
	Iteration 15Q: 3 clusters Score -767523.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -767529.187500 Penalty: 4310.141602
	Iteration 16Q: 3 clusters Score -767529.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -767535.312500 Penalty: 4310.141602
	Iteration 17Q: 3 clusters Score -767535.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -767535.062500 Penalty: 4310.141602
	Iteration 18Q: 3 clusters Score -767535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -767537.000000 Penalty: 4310.141602
	Iteration 19Q: 3 clusters Score -767537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -767538.875000 Penalty: 4310.141602
	Iteration 20F: 3 clusters Score -767538.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -767538.375000 Penalty: 4310.141602
	Iteration 21Q: 3 clusters Score -767538.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -767539.625000 Penalty: 4310.141602
	Iteration 22Q: 3 clusters Score -767539.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -767541.687500 Penalty: 4310.141602
	Iteration 23Q: 3 clusters Score -767541.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -767541.875000 Penalty: 4310.141602
	Iteration 24Q: 3 clusters Score -767541.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -767541.750000 Penalty: 4310.141602
	Iteration 25Q: 3 clusters Score -767541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -767541.750000 Penalty: 4310.141602
	Iteration 26F: 3 clusters Score -767541.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Entering Unmasked Estep 
Score: -396313.062500 Penalty: 1986.074707
	Iteration 0F: 2 clusters Score -396313.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -393074.062500 Penalty: 3972.149414
	Iteration 0F: 3 clusters Score -393074.1 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -393722.968750 Penalty: 3972.149414
	Iteration 1F: 3 clusters Score -393723 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -393883.843750 Penalty: 3972.149414
	Iteration 2F: 3 clusters Score -393883.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -393979.000000 Penalty: 3972.149414
	Iteration 3Q: 3 clusters Score -393979 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -394047.062500 Penalty: 3972.149414
	Iteration 4Q: 3 clusters Score -394047.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -394137.656250 Penalty: 3972.149414
	Iteration 5Q: 3 clusters Score -394137.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -394222.781250 Penalty: 3972.149414
	Iteration 6Q: 3 clusters Score -394222.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -394285.312500 Penalty: 3972.149414
	Iteration 7Q: 3 clusters Score -394285.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -394341.562500 Penalty: 3972.149414
	Iteration 8Q: 3 clusters Score -394341.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -394378.843750 Penalty: 3972.149414
	Iteration 9Q: 3 clusters Score -394378.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -394415.125000 Penalty: 3972.149414
	Iteration 10Q: 3 clusters Score -394415.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -394444.031250 Penalty: 3972.149414
	Iteration 11Q: 3 clusters Score -394444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -394466.000000 Penalty: 3972.149414
	Iteration 12Q: 3 clusters Score -394466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -394488.625000 Penalty: 3972.149414
	Iteration 13Q: 3 clusters Score -394488.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -394507.281250 Penalty: 3972.149414
	Iteration 14Q: 3 clusters Score -394507.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -394518.000000 Penalty: 3972.149414
	Iteration 15Q: 3 clusters Score -394518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -394527.437500 Penalty: 3972.149414
	Iteration 16Q: 3 clusters Score -394527.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -394536.156250 Penalty: 3972.149414
	Iteration 17Q: 3 clusters Score -394536.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -394542.875000 Penalty: 3972.149414
	Iteration 18Q: 3 clusters Score -394542.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -394545.906250 Penalty: 3972.149414
	Iteration 19Q: 3 clusters Score -394545.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -394547.031250 Penalty: 3972.149414
	Iteration 20F: 3 clusters Score -394547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -394549.312500 Penalty: 3972.149414
	Iteration 21Q: 3 clusters Score -394549.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -394551.750000 Penalty: 3972.149414
	Iteration 22Q: 3 clusters Score -394551.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -394552.062500 Penalty: 3972.149414
	Iteration 23Q: 3 clusters Score -394552.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -394554.812500 Penalty: 3972.149414
	Iteration 24Q: 3 clusters Score -394554.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -394556.437500 Penalty: 3972.149414
	Iteration 25Q: 3 clusters Score -394556.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -394560.281250 Penalty: 3972.149414
	Iteration 26Q: 3 clusters Score -394560.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -394560.687500 Penalty: 3972.149414
	Iteration 27Q: 3 clusters Score -394560.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -394561.468750 Penalty: 3972.149414
	Iteration 28Q: 3 clusters Score -394561.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -394562.625000 Penalty: 3972.149414
	Iteration 29Q: 3 clusters Score -394562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -394563.062500 Penalty: 3972.149414
	Iteration 30Q: 3 clusters Score -394563.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -394564.156250 Penalty: 3972.149414
	Iteration 31Q: 3 clusters Score -394564.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -394564.531250 Penalty: 3972.149414
	Iteration 32Q: 3 clusters Score -394564.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -394564.531250 Penalty: 3972.149414
	Iteration 33F: 3 clusters Score -394564.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Entering Unmasked Estep 
Score: -1437724.125000 Penalty: 2303.273682
	Iteration 0F: 2 clusters Score -1437724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1429453.125000 Penalty: 4606.547363
	Iteration 0F: 3 clusters Score -1429453 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1431962.500000 Penalty: 4606.547363
	Iteration 1F: 3 clusters Score -1431962 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1432281.625000 Penalty: 4606.547363
	Iteration 2F: 3 clusters Score -1432282 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1432519.625000 Penalty: 4606.547363
	Iteration 3Q: 3 clusters Score -1432520 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1432720.500000 Penalty: 4606.547363
	Iteration 4Q: 3 clusters Score -1432720 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1432880.000000 Penalty: 4606.547363
	Iteration 5Q: 3 clusters Score -1432880 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1433038.000000 Penalty: 4606.547363
	Iteration 6Q: 3 clusters Score -1433038 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1433199.375000 Penalty: 4606.547363
	Iteration 7Q: 3 clusters Score -1433199 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1433381.000000 Penalty: 4606.547363
	Iteration 8Q: 3 clusters Score -1433381 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1433568.000000 Penalty: 4606.547363
	Iteration 9Q: 3 clusters Score -1433568 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1433810.125000 Penalty: 4606.547363
	Iteration 10Q: 3 clusters Score -1433810 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1434061.875000 Penalty: 4606.547363
	Iteration 11Q: 3 clusters Score -1434062 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1434320.500000 Penalty: 4606.547363
	Iteration 12Q: 3 clusters Score -1434320 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1434564.750000 Penalty: 4606.547363
	Iteration 13Q: 3 clusters Score -1434565 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1434810.625000 Penalty: 4606.547363
	Iteration 14Q: 3 clusters Score -1434811 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1435056.750000 Penalty: 4606.547363
	Iteration 15Q: 3 clusters Score -1435057 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1435243.875000 Penalty: 4606.547363
	Iteration 16Q: 3 clusters Score -1435244 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1435368.500000 Penalty: 4606.547363
	Iteration 17Q: 3 clusters Score -1435368 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1435449.750000 Penalty: 4606.547363
	Iteration 18Q: 3 clusters Score -1435450 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1435509.875000 Penalty: 4606.547363
	Iteration 19Q: 3 clusters Score -1435510 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1435565.125000 Penalty: 4606.547363
	Iteration 20F: 3 clusters Score -1435565 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1435604.750000 Penalty: 4606.547363
	Iteration 21Q: 3 clusters Score -1435605 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1435631.625000 Penalty: 4606.547363
	Iteration 22Q: 3 clusters Score -1435632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1435647.875000 Penalty: 4606.547363
	Iteration 23Q: 3 clusters Score -1435648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1435670.750000 Penalty: 4606.547363
	Iteration 24Q: 3 clusters Score -1435671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1435684.000000 Penalty: 4606.547363
	Iteration 25Q: 3 clusters Score -1435684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1435700.500000 Penalty: 4606.547363
	Iteration 26Q: 3 clusters Score -1435700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1435709.250000 Penalty: 4606.547363
	Iteration 27Q: 3 clusters Score -1435709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1435718.625000 Penalty: 4606.547363
	Iteration 28Q: 3 clusters Score -1435719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1435727.625000 Penalty: 4606.547363
	Iteration 29Q: 3 clusters Score -1435728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1435736.000000 Penalty: 4606.547363
	Iteration 30Q: 3 clusters Score -1435736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1435738.250000 Penalty: 4606.547363
	Iteration 31Q: 3 clusters Score -1435738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1435743.625000 Penalty: 4606.547363
	Iteration 32Q: 3 clusters Score -1435744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1435746.000000 Penalty: 4606.547363
	Iteration 33Q: 3 clusters Score -1435746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1435753.500000 Penalty: 4606.547363
	Iteration 34Q: 3 clusters Score -1435754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1435756.750000 Penalty: 4606.547363
	Iteration 35Q: 3 clusters Score -1435757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1435765.500000 Penalty: 4606.547363
	Iteration 36Q: 3 clusters Score -1435766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1435771.375000 Penalty: 4606.547363
	Iteration 37Q: 3 clusters Score -1435771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1435774.250000 Penalty: 4606.547363
	Iteration 38Q: 3 clusters Score -1435774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1435777.875000 Penalty: 4606.547363
	Iteration 39Q: 3 clusters Score -1435778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1435784.750000 Penalty: 4606.547363
	Iteration 40F: 3 clusters Score -1435785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1435789.875000 Penalty: 4606.547363
	Iteration 41Q: 3 clusters Score -1435790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1435792.125000 Penalty: 4606.547363
	Iteration 42Q: 3 clusters Score -1435792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1435792.250000 Penalty: 4606.547363
	Iteration 43Q: 3 clusters Score -1435792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1435795.625000 Penalty: 4606.547363
	Iteration 44Q: 3 clusters Score -1435796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1435795.625000 Penalty: 4606.547363
	Iteration 45F: 3 clusters Score -1435796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -51860.718750 Penalty: 1511.764526
	Iteration 0F: 2 clusters Score -51860.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50447.371094 Penalty: 3023.529053
	Iteration 0F: 3 clusters Score -50447.37 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50644.140625 Penalty: 3023.529053
	Iteration 1F: 3 clusters Score -50644.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50723.730469 Penalty: 3023.529053
	Iteration 2Q: 3 clusters Score -50723.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50776.304688 Penalty: 3023.529053
	Iteration 3Q: 3 clusters Score -50776.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50798.656250 Penalty: 3023.529053
	Iteration 4Q: 3 clusters Score -50798.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50819.589844 Penalty: 3023.529053
	Iteration 5Q: 3 clusters Score -50819.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50825.171875 Penalty: 3023.529053
	Iteration 6Q: 3 clusters Score -50825.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50831.632812 Penalty: 3023.529053
	Iteration 7Q: 3 clusters Score -50831.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50833.039062 Penalty: 3023.529053
	Iteration 8Q: 3 clusters Score -50833.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50833.910156 Penalty: 3023.529053
	Iteration 9Q: 3 clusters Score -50833.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50835.160156 Penalty: 3023.529053
	Iteration 10Q: 3 clusters Score -50835.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50839.152344 Penalty: 3023.529053
	Iteration 11Q: 3 clusters Score -50839.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50841.496094 Penalty: 3023.529053
	Iteration 12Q: 3 clusters Score -50841.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50843.160156 Penalty: 3023.529053
	Iteration 13Q: 3 clusters Score -50843.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50843.160156 Penalty: 3023.529053
	Iteration 14F: 3 clusters Score -50843.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -15018.781250 Penalty: 1207.148560
	Iteration 0F: 2 clusters Score -15018.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -14066.648438 Penalty: 2414.297119
	Iteration 0F: 3 clusters Score -14066.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14095.071289 Penalty: 2414.297119
	Iteration 1Q: 3 clusters Score -14095.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14095.071289 Penalty: 2414.297119
	Iteration 2F: 3 clusters Score -14095.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13428 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38107 members 
Mstep: Class 7 contains 89051 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12358 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165932 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63766 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31573 members 
Mstep: Class 19 contains 158108 members 
Mstep: Class 20 contains 18563 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 4579 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4647 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915048.000000 Penalty: 120936.960938
Iteration 159Q: 37 clusters Score -1.00915e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13428 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38107 members 
Mstep: Class 7 contains 89051 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12358 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165932 members 
Mstep: Class 12 contains 857 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63766 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31574 members 
Mstep: Class 19 contains 158108 members 
Mstep: Class 20 contains 18563 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10304 members 
Mstep: Class 23 contains 4579 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4647 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 626 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 130 members 
Mstep: Class 36 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915200.000000 Penalty: 120936.960938
Iteration 160F: 37 clusters Score -1.009152e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13428 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38107 members 
Mstep: Class 7 contains 89051 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12360 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165931 members 
Mstep: Class 12 contains 852 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63766 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31572 members 
Mstep: Class 19 contains 158110 members 
Mstep: Class 20 contains 18563 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10304 members 
Mstep: Class 23 contains 4579 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4646 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 632 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 440 members 
Mstep: Class 35 contains 130 members 
Mstep: Class 36 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915272.000000 Penalty: 120936.960938
Iteration 161Q: 37 clusters Score -1.009153e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13428 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38107 members 
Mstep: Class 7 contains 89050 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12361 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165932 members 
Mstep: Class 12 contains 845 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63766 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31567 members 
Mstep: Class 19 contains 158113 members 
Mstep: Class 20 contains 18562 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10304 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4646 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 439 members 
Mstep: Class 35 contains 130 members 
Mstep: Class 36 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915312.000000 Penalty: 120936.960938
Iteration 162Q: 37 clusters Score -1.009153e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13429 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38107 members 
Mstep: Class 7 contains 89049 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12362 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165933 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63766 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31565 members 
Mstep: Class 19 contains 158113 members 
Mstep: Class 20 contains 18562 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10304 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4646 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 658 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 130 members 
Mstep: Class 36 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915440.000000 Penalty: 120936.960938
Iteration 163Q: 37 clusters Score -1.009154e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13429 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38107 members 
Mstep: Class 7 contains 89049 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12362 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165934 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63765 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31565 members 
Mstep: Class 19 contains 158113 members 
Mstep: Class 20 contains 18562 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10304 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4646 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 688 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 130 members 
Mstep: Class 36 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915704.000000 Penalty: 120936.960938
Iteration 164Q: 37 clusters Score -1.009157e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13429 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38107 members 
Mstep: Class 7 contains 89049 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12362 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165935 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63764 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31565 members 
Mstep: Class 19 contains 158113 members 
Mstep: Class 20 contains 18562 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10304 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4646 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 712 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 130 members 
Mstep: Class 36 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915936.000000 Penalty: 120936.960938
Iteration 165Q: 37 clusters Score -1.009159e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13429 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38107 members 
Mstep: Class 7 contains 89049 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12362 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165935 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63764 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31565 members 
Mstep: Class 19 contains 158113 members 
Mstep: Class 20 contains 18562 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10304 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4646 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 719 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 130 members 
Mstep: Class 36 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915968.000000 Penalty: 120936.960938
Iteration 166Q: 37 clusters Score -1.00916e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13429 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38107 members 
Mstep: Class 7 contains 89049 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12362 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165935 members 
Mstep: Class 12 contains 771 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63764 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31565 members 
Mstep: Class 19 contains 158113 members 
Mstep: Class 20 contains 18562 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10304 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4646 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 719 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 130 members 
Mstep: Class 36 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100916032.000000 Penalty: 120936.960938
Iteration 167Q: 37 clusters Score -1.00916e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13429 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38107 members 
Mstep: Class 7 contains 89049 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12362 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165935 members 
Mstep: Class 12 contains 771 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63764 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31565 members 
Mstep: Class 19 contains 158113 members 
Mstep: Class 20 contains 18562 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10304 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4646 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 720 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 130 members 
Mstep: Class 36 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100916048.000000 Penalty: 120936.960938
Iteration 168Q: 37 clusters Score -1.00916e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13429 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38107 members 
Mstep: Class 7 contains 89049 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12362 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165935 members 
Mstep: Class 12 contains 771 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63764 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31565 members 
Mstep: Class 19 contains 158113 members 
Mstep: Class 20 contains 18562 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10304 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4646 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 720 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 130 members 
Mstep: Class 36 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100916048.000000 Penalty: 120936.960938
Iteration 169F: 37 clusters Score -1.00916e+08 nChanged 0
Entering ConstructFrom: 
Score: -100916048.000000 Penalty: 120936.960938
Entering ConstructFrom: 
Trying to split cluster 1 (11804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Entering Unmasked Estep 
Score: -1601270.875000 Penalty: 2325.296143
	Iteration 0F: 2 clusters Score -1601271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1592433.875000 Penalty: 4650.592285
	Iteration 0F: 3 clusters Score -1592434 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1595259.875000 Penalty: 4650.592285
	Iteration 1F: 3 clusters Score -1595260 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1595722.500000 Penalty: 4650.592285
	Iteration 2F: 3 clusters Score -1595722 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1596198.500000 Penalty: 4650.592285
	Iteration 3F: 3 clusters Score -1596198 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1596681.875000 Penalty: 4650.592285
	Iteration 4F: 3 clusters Score -1596682 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1597195.125000 Penalty: 4650.592285
	Iteration 5F: 3 clusters Score -1597195 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1597730.875000 Penalty: 4650.592285
	Iteration 6F: 3 clusters Score -1597731 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1598265.125000 Penalty: 4650.592285
	Iteration 7F: 3 clusters Score -1598265 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1598736.750000 Penalty: 4650.592285
	Iteration 8F: 3 clusters Score -1598737 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1599070.250000 Penalty: 4650.592285
	Iteration 9Q: 3 clusters Score -1599070 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1599290.625000 Penalty: 4650.592285
	Iteration 10Q: 3 clusters Score -1599291 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1599492.500000 Penalty: 4650.592285
	Iteration 11Q: 3 clusters Score -1599492 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1599627.750000 Penalty: 4650.592285
	Iteration 12Q: 3 clusters Score -1599628 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1599730.250000 Penalty: 4650.592285
	Iteration 13Q: 3 clusters Score -1599730 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1599809.875000 Penalty: 4650.592285
	Iteration 14Q: 3 clusters Score -1599810 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1599872.625000 Penalty: 4650.592285
	Iteration 15Q: 3 clusters Score -1599873 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1599908.125000 Penalty: 4650.592285
	Iteration 16Q: 3 clusters Score -1599908 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1599940.125000 Penalty: 4650.592285
	Iteration 17Q: 3 clusters Score -1599940 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1599965.250000 Penalty: 4650.592285
	Iteration 18Q: 3 clusters Score -1599965 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1599984.000000 Penalty: 4650.592285
	Iteration 19Q: 3 clusters Score -1599984 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1599996.000000 Penalty: 4650.592285
	Iteration 20F: 3 clusters Score -1599996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1600012.750000 Penalty: 4650.592285
	Iteration 21Q: 3 clusters Score -1600013 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1600023.750000 Penalty: 4650.592285
	Iteration 22Q: 3 clusters Score -1600024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1600030.125000 Penalty: 4650.592285
	Iteration 23Q: 3 clusters Score -1600030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1600033.500000 Penalty: 4650.592285
	Iteration 24Q: 3 clusters Score -1600034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1600033.625000 Penalty: 4650.592285
	Iteration 25Q: 3 clusters Score -1600034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1600037.375000 Penalty: 4650.592285
	Iteration 26Q: 3 clusters Score -1600037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1600048.250000 Penalty: 4650.592285
	Iteration 27Q: 3 clusters Score -1600048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1600053.750000 Penalty: 4650.592285
	Iteration 28Q: 3 clusters Score -1600054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1600059.000000 Penalty: 4650.592285
	Iteration 29Q: 3 clusters Score -1600059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1600060.750000 Penalty: 4650.592285
	Iteration 30Q: 3 clusters Score -1600061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1600066.500000 Penalty: 4650.592285
	Iteration 31Q: 3 clusters Score -1600066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1600064.000000 Penalty: 4650.592285
	Iteration 32Q: 3 clusters Score -1600064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1600063.625000 Penalty: 4650.592285
	Iteration 33Q: 3 clusters Score -1600064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1600067.125000 Penalty: 4650.592285
	Iteration 34Q: 3 clusters Score -1600067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1600069.250000 Penalty: 4650.592285
	Iteration 35Q: 3 clusters Score -1600069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1600067.500000 Penalty: 4650.592285
	Iteration 36Q: 3 clusters Score -1600068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1600072.875000 Penalty: 4650.592285
	Iteration 37Q: 3 clusters Score -1600073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1600067.625000 Penalty: 4650.592285
	Iteration 38Q: 3 clusters Score -1600068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1600070.625000 Penalty: 4650.592285
	Iteration 39Q: 3 clusters Score -1600071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1600078.000000 Penalty: 4650.592285
	Iteration 40F: 3 clusters Score -1600078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1600081.750000 Penalty: 4650.592285
	Iteration 41Q: 3 clusters Score -1600082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1600079.625000 Penalty: 4650.592285
	Iteration 42Q: 3 clusters Score -1600080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1600082.125000 Penalty: 4650.592285
	Iteration 43Q: 3 clusters Score -1600082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1600085.875000 Penalty: 4650.592285
	Iteration 44Q: 3 clusters Score -1600086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1600082.625000 Penalty: 4650.592285
	Iteration 45Q: 3 clusters Score -1600083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1600087.000000 Penalty: 4650.592285
	Iteration 46Q: 3 clusters Score -1600087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1600090.750000 Penalty: 4650.592285
	Iteration 47Q: 3 clusters Score -1600091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1600095.500000 Penalty: 4650.592285
	Iteration 48Q: 3 clusters Score -1600096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1600098.375000 Penalty: 4650.592285
	Iteration 49Q: 3 clusters Score -1600098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1600100.625000 Penalty: 4650.592285
	Iteration 50Q: 3 clusters Score -1600101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1600100.750000 Penalty: 4650.592285
	Iteration 51Q: 3 clusters Score -1600101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1600099.000000 Penalty: 4650.592285
	Iteration 52Q: 3 clusters Score -1600099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1600099.375000 Penalty: 4650.592285
	Iteration 53Q: 3 clusters Score -1600099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1600100.250000 Penalty: 4650.592285
	Iteration 54Q: 3 clusters Score -1600100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1600101.375000 Penalty: 4650.592285
	Iteration 55Q: 3 clusters Score -1600101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1600103.875000 Penalty: 4650.592285
	Iteration 56Q: 3 clusters Score -1600104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1600105.125000 Penalty: 4650.592285
	Iteration 57Q: 3 clusters Score -1600105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1600106.125000 Penalty: 4650.592285
	Iteration 58Q: 3 clusters Score -1600106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1600106.250000 Penalty: 4650.592285
	Iteration 59Q: 3 clusters Score -1600106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1600112.000000 Penalty: 4650.592285
	Iteration 60F: 3 clusters Score -1600112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1600112.875000 Penalty: 4650.592285
	Iteration 61Q: 3 clusters Score -1600113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1600111.375000 Penalty: 4650.592285
	Iteration 62Q: 3 clusters Score -1600111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1600111.125000 Penalty: 4650.592285
	Iteration 63Q: 3 clusters Score -1600111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1600112.375000 Penalty: 4650.592285
	Iteration 64Q: 3 clusters Score -1600112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1600112.625000 Penalty: 4650.592285
	Iteration 65Q: 3 clusters Score -1600113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1600116.250000 Penalty: 4650.592285
	Iteration 66Q: 3 clusters Score -1600116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1600121.375000 Penalty: 4650.592285
	Iteration 67Q: 3 clusters Score -1600121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1600122.750000 Penalty: 4650.592285
	Iteration 68Q: 3 clusters Score -1600123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1600130.000000 Penalty: 4650.592285
	Iteration 69Q: 3 clusters Score -1600130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1600130.250000 Penalty: 4650.592285
	Iteration 70Q: 3 clusters Score -1600130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1600132.375000 Penalty: 4650.592285
	Iteration 71Q: 3 clusters Score -1600132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1600133.250000 Penalty: 4650.592285
	Iteration 72Q: 3 clusters Score -1600133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1600131.500000 Penalty: 4650.592285
	Iteration 73Q: 3 clusters Score -1600132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1600135.375000 Penalty: 4650.592285
	Iteration 74Q: 3 clusters Score -1600135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1600134.375000 Penalty: 4650.592285
	Iteration 75Q: 3 clusters Score -1600134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1600136.500000 Penalty: 4650.592285
	Iteration 76Q: 3 clusters Score -1600136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1600133.875000 Penalty: 4650.592285
	Iteration 77Q: 3 clusters Score -1600134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1600135.750000 Penalty: 4650.592285
	Iteration 78Q: 3 clusters Score -1600136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1600138.500000 Penalty: 4650.592285
	Iteration 79Q: 3 clusters Score -1600138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1600136.875000 Penalty: 4650.592285
	Iteration 80F: 3 clusters Score -1600137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1600137.750000 Penalty: 4650.592285
	Iteration 81Q: 3 clusters Score -1600138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1600138.000000 Penalty: 4650.592285
	Iteration 82Q: 3 clusters Score -1600138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1600140.500000 Penalty: 4650.592285
	Iteration 83Q: 3 clusters Score -1600140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1600140.250000 Penalty: 4650.592285
	Iteration 84Q: 3 clusters Score -1600140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1600143.750000 Penalty: 4650.592285
	Iteration 85Q: 3 clusters Score -1600144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1600148.000000 Penalty: 4650.592285
	Iteration 86Q: 3 clusters Score -1600148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1600150.000000 Penalty: 4650.592285
	Iteration 87Q: 3 clusters Score -1600150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1600150.375000 Penalty: 4650.592285
	Iteration 88Q: 3 clusters Score -1600150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1600152.500000 Penalty: 4650.592285
	Iteration 89Q: 3 clusters Score -1600152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1600154.625000 Penalty: 4650.592285
	Iteration 90Q: 3 clusters Score -1600155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1600154.500000 Penalty: 4650.592285
	Iteration 91Q: 3 clusters Score -1600154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1600153.375000 Penalty: 4650.592285
	Iteration 92Q: 3 clusters Score -1600153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1600155.625000 Penalty: 4650.592285
	Iteration 93Q: 3 clusters Score -1600156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1600157.750000 Penalty: 4650.592285
	Iteration 94Q: 3 clusters Score -1600158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1600161.875000 Penalty: 4650.592285
	Iteration 95Q: 3 clusters Score -1600162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1600163.875000 Penalty: 4650.592285
	Iteration 96Q: 3 clusters Score -1600164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1600166.750000 Penalty: 4650.592285
	Iteration 97Q: 3 clusters Score -1600167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1600165.500000 Penalty: 4650.592285
	Iteration 98Q: 3 clusters Score -1600166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1600167.625000 Penalty: 4650.592285
	Iteration 99Q: 3 clusters Score -1600168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1600172.375000 Penalty: 4650.592285
	Iteration 100F: 3 clusters Score -1600172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1600174.500000 Penalty: 4650.592285
	Iteration 101Q: 3 clusters Score -1600174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1600180.750000 Penalty: 4650.592285
	Iteration 102Q: 3 clusters Score -1600181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1600179.125000 Penalty: 4650.592285
	Iteration 103Q: 3 clusters Score -1600179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1600181.125000 Penalty: 4650.592285
	Iteration 104Q: 3 clusters Score -1600181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1600181.125000 Penalty: 4650.592285
	Iteration 105Q: 3 clusters Score -1600181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1600185.625000 Penalty: 4650.592285
	Iteration 106Q: 3 clusters Score -1600186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1600183.000000 Penalty: 4650.592285
	Iteration 107Q: 3 clusters Score -1600183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1600186.000000 Penalty: 4650.592285
	Iteration 108Q: 3 clusters Score -1600186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1600190.375000 Penalty: 4650.592285
	Iteration 109Q: 3 clusters Score -1600190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1600186.625000 Penalty: 4650.592285
	Iteration 110Q: 3 clusters Score -1600187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1600189.125000 Penalty: 4650.592285
	Iteration 111Q: 3 clusters Score -1600189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1600189.375000 Penalty: 4650.592285
	Iteration 112Q: 3 clusters Score -1600189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1600187.625000 Penalty: 4650.592285
	Iteration 113Q: 3 clusters Score -1600188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1600190.625000 Penalty: 4650.592285
	Iteration 114Q: 3 clusters Score -1600191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1600191.750000 Penalty: 4650.592285
	Iteration 115Q: 3 clusters Score -1600192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1600191.000000 Penalty: 4650.592285
	Iteration 116Q: 3 clusters Score -1600191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1600191.000000 Penalty: 4650.592285
	Iteration 117F: 3 clusters Score -1600191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Entering Unmasked Estep 
Score: -1805281.125000 Penalty: 2357.282715
	Iteration 0F: 2 clusters Score -1805281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1795449.375000 Penalty: 4714.565430
	Iteration 0F: 3 clusters Score -1795449 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1798496.875000 Penalty: 4714.565430
	Iteration 1F: 3 clusters Score -1798497 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1798849.625000 Penalty: 4714.565430
	Iteration 2F: 3 clusters Score -1798850 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1799147.250000 Penalty: 4714.565430
	Iteration 3Q: 3 clusters Score -1799147 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1799419.375000 Penalty: 4714.565430
	Iteration 4Q: 3 clusters Score -1799419 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1799750.000000 Penalty: 4714.565430
	Iteration 5Q: 3 clusters Score -1799750 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1800155.375000 Penalty: 4714.565430
	Iteration 6Q: 3 clusters Score -1800155 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1800650.250000 Penalty: 4714.565430
	Iteration 7Q: 3 clusters Score -1800650 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1801170.125000 Penalty: 4714.565430
	Iteration 8F: 3 clusters Score -1801170 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1801596.250000 Penalty: 4714.565430
	Iteration 9F: 3 clusters Score -1801596 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1801962.125000 Penalty: 4714.565430
	Iteration 10Q: 3 clusters Score -1801962 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1802248.750000 Penalty: 4714.565430
	Iteration 11Q: 3 clusters Score -1802249 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1802484.000000 Penalty: 4714.565430
	Iteration 12Q: 3 clusters Score -1802484 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1802757.250000 Penalty: 4714.565430
	Iteration 13Q: 3 clusters Score -1802757 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1803061.750000 Penalty: 4714.565430
	Iteration 14Q: 3 clusters Score -1803062 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1803359.750000 Penalty: 4714.565430
	Iteration 15Q: 3 clusters Score -1803360 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1803613.375000 Penalty: 4714.565430
	Iteration 16Q: 3 clusters Score -1803613 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1803805.000000 Penalty: 4714.565430
	Iteration 17Q: 3 clusters Score -1803805 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1803965.375000 Penalty: 4714.565430
	Iteration 18Q: 3 clusters Score -1803965 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1804075.125000 Penalty: 4714.565430
	Iteration 19Q: 3 clusters Score -1804075 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1804134.750000 Penalty: 4714.565430
	Iteration 20F: 3 clusters Score -1804135 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1804176.750000 Penalty: 4714.565430
	Iteration 21Q: 3 clusters Score -1804177 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1804217.000000 Penalty: 4714.565430
	Iteration 22Q: 3 clusters Score -1804217 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1804244.875000 Penalty: 4714.565430
	Iteration 23Q: 3 clusters Score -1804245 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1804265.625000 Penalty: 4714.565430
	Iteration 24Q: 3 clusters Score -1804266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1804283.625000 Penalty: 4714.565430
	Iteration 25Q: 3 clusters Score -1804284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1804295.500000 Penalty: 4714.565430
	Iteration 26Q: 3 clusters Score -1804296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1804304.625000 Penalty: 4714.565430
	Iteration 27Q: 3 clusters Score -1804305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1804300.875000 Penalty: 4714.565430
	Iteration 28Q: 3 clusters Score -1804301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1804302.625000 Penalty: 4714.565430
	Iteration 29Q: 3 clusters Score -1804303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1804307.125000 Penalty: 4714.565430
	Iteration 30Q: 3 clusters Score -1804307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1804308.000000 Penalty: 4714.565430
	Iteration 31Q: 3 clusters Score -1804308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1804309.625000 Penalty: 4714.565430
	Iteration 32Q: 3 clusters Score -1804310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1804312.125000 Penalty: 4714.565430
	Iteration 33Q: 3 clusters Score -1804312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1804309.125000 Penalty: 4714.565430
	Iteration 34Q: 3 clusters Score -1804309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1804310.250000 Penalty: 4714.565430
	Iteration 35Q: 3 clusters Score -1804310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1804310.625000 Penalty: 4714.565430
	Iteration 36Q: 3 clusters Score -1804311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1804313.500000 Penalty: 4714.565430
	Iteration 37Q: 3 clusters Score -1804314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1804314.000000 Penalty: 4714.565430
	Iteration 38Q: 3 clusters Score -1804314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1804315.250000 Penalty: 4714.565430
	Iteration 39Q: 3 clusters Score -1804315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1804317.625000 Penalty: 4714.565430
	Iteration 40F: 3 clusters Score -1804318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1804314.625000 Penalty: 4714.565430
	Iteration 41Q: 3 clusters Score -1804315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1804314.625000 Penalty: 4714.565430
	Iteration 42Q: 3 clusters Score -1804315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1804316.875000 Penalty: 4714.565430
	Iteration 43Q: 3 clusters Score -1804317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1804313.500000 Penalty: 4714.565430
	Iteration 44Q: 3 clusters Score -1804314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1804314.000000 Penalty: 4714.565430
	Iteration 45Q: 3 clusters Score -1804314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1804314.000000 Penalty: 4714.565430
	Iteration 46F: 3 clusters Score -1804314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Entering Unmasked Estep 
Score: -1039900.812500 Penalty: 2222.259766
	Iteration 0F: 2 clusters Score -1039901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1033613.937500 Penalty: 4444.519531
	Iteration 0F: 3 clusters Score -1033614 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1035317.562500 Penalty: 4444.519531
	Iteration 1F: 3 clusters Score -1035318 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1035622.500000 Penalty: 4444.519531
	Iteration 2F: 3 clusters Score -1035622 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1035888.625000 Penalty: 4444.519531
	Iteration 3F: 3 clusters Score -1035889 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1036160.750000 Penalty: 4444.519531
	Iteration 4F: 3 clusters Score -1036161 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1036415.625000 Penalty: 4444.519531
	Iteration 5F: 3 clusters Score -1036416 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1036649.187500 Penalty: 4444.519531
	Iteration 6Q: 3 clusters Score -1036649 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1036853.937500 Penalty: 4444.519531
	Iteration 7Q: 3 clusters Score -1036854 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1037030.875000 Penalty: 4444.519531
	Iteration 8Q: 3 clusters Score -1037031 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1037186.875000 Penalty: 4444.519531
	Iteration 9Q: 3 clusters Score -1037187 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1037308.500000 Penalty: 4444.519531
	Iteration 10Q: 3 clusters Score -1037308 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1037397.250000 Penalty: 4444.519531
	Iteration 11Q: 3 clusters Score -1037397 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1037461.125000 Penalty: 4444.519531
	Iteration 12Q: 3 clusters Score -1037461 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1037499.562500 Penalty: 4444.519531
	Iteration 13Q: 3 clusters Score -1037500 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1037521.750000 Penalty: 4444.519531
	Iteration 14Q: 3 clusters Score -1037522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1037539.500000 Penalty: 4444.519531
	Iteration 15Q: 3 clusters Score -1037540 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1037558.187500 Penalty: 4444.519531
	Iteration 16Q: 3 clusters Score -1037558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1037574.375000 Penalty: 4444.519531
	Iteration 17Q: 3 clusters Score -1037574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1037587.937500 Penalty: 4444.519531
	Iteration 18Q: 3 clusters Score -1037588 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1037603.937500 Penalty: 4444.519531
	Iteration 19Q: 3 clusters Score -1037604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1037616.250000 Penalty: 4444.519531
	Iteration 20F: 3 clusters Score -1037616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1037627.000000 Penalty: 4444.519531
	Iteration 21Q: 3 clusters Score -1037627 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1037636.125000 Penalty: 4444.519531
	Iteration 22Q: 3 clusters Score -1037636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1037642.312500 Penalty: 4444.519531
	Iteration 23Q: 3 clusters Score -1037642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1037648.437500 Penalty: 4444.519531
	Iteration 24Q: 3 clusters Score -1037648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1037651.437500 Penalty: 4444.519531
	Iteration 25Q: 3 clusters Score -1037651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1037653.500000 Penalty: 4444.519531
	Iteration 26Q: 3 clusters Score -1037654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1037656.687500 Penalty: 4444.519531
	Iteration 27Q: 3 clusters Score -1037657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1037655.437500 Penalty: 4444.519531
	Iteration 28Q: 3 clusters Score -1037655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1037656.750000 Penalty: 4444.519531
	Iteration 29Q: 3 clusters Score -1037657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1037657.437500 Penalty: 4444.519531
	Iteration 30Q: 3 clusters Score -1037657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1037659.500000 Penalty: 4444.519531
	Iteration 31Q: 3 clusters Score -1037660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1037663.875000 Penalty: 4444.519531
	Iteration 32Q: 3 clusters Score -1037664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1037663.250000 Penalty: 4444.519531
	Iteration 33Q: 3 clusters Score -1037663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1037665.312500 Penalty: 4444.519531
	Iteration 34Q: 3 clusters Score -1037665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1037666.687500 Penalty: 4444.519531
	Iteration 35Q: 3 clusters Score -1037667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1037671.375000 Penalty: 4444.519531
	Iteration 36Q: 3 clusters Score -1037671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1037671.062500 Penalty: 4444.519531
	Iteration 37Q: 3 clusters Score -1037671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1037674.687500 Penalty: 4444.519531
	Iteration 38Q: 3 clusters Score -1037675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1037677.687500 Penalty: 4444.519531
	Iteration 39Q: 3 clusters Score -1037678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1037683.375000 Penalty: 4444.519531
	Iteration 40F: 3 clusters Score -1037683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1037687.250000 Penalty: 4444.519531
	Iteration 41Q: 3 clusters Score -1037687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1037688.437500 Penalty: 4444.519531
	Iteration 42Q: 3 clusters Score -1037688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1037690.625000 Penalty: 4444.519531
	Iteration 43Q: 3 clusters Score -1037691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1037694.625000 Penalty: 4444.519531
	Iteration 44Q: 3 clusters Score -1037695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1037694.875000 Penalty: 4444.519531
	Iteration 45Q: 3 clusters Score -1037695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1037697.312500 Penalty: 4444.519531
	Iteration 46Q: 3 clusters Score -1037697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1037697.812500 Penalty: 4444.519531
	Iteration 47Q: 3 clusters Score -1037698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1037698.500000 Penalty: 4444.519531
	Iteration 48Q: 3 clusters Score -1037698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1037700.125000 Penalty: 4444.519531
	Iteration 49Q: 3 clusters Score -1037700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1037701.125000 Penalty: 4444.519531
	Iteration 50Q: 3 clusters Score -1037701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1037702.312500 Penalty: 4444.519531
	Iteration 51Q: 3 clusters Score -1037702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1037705.000000 Penalty: 4444.519531
	Iteration 52Q: 3 clusters Score -1037705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1037708.250000 Penalty: 4444.519531
	Iteration 53Q: 3 clusters Score -1037708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1037707.250000 Penalty: 4444.519531
	Iteration 54Q: 3 clusters Score -1037707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1037711.562500 Penalty: 4444.519531
	Iteration 55Q: 3 clusters Score -1037712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1037711.625000 Penalty: 4444.519531
	Iteration 56Q: 3 clusters Score -1037712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1037716.500000 Penalty: 4444.519531
	Iteration 57Q: 3 clusters Score -1037716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1037720.000000 Penalty: 4444.519531
	Iteration 58Q: 3 clusters Score -1037720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1037720.937500 Penalty: 4444.519531
	Iteration 59Q: 3 clusters Score -1037721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1037726.250000 Penalty: 4444.519531
	Iteration 60F: 3 clusters Score -1037726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1037726.250000 Penalty: 4444.519531
	Iteration 61Q: 3 clusters Score -1037726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1037724.125000 Penalty: 4444.519531
	Iteration 62Q: 3 clusters Score -1037724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1037726.437500 Penalty: 4444.519531
	Iteration 63Q: 3 clusters Score -1037726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1037726.937500 Penalty: 4444.519531
	Iteration 64Q: 3 clusters Score -1037727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1037726.937500 Penalty: 4444.519531
	Iteration 65F: 3 clusters Score -1037727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Entering Unmasked Estep 
Score: -284681.531250 Penalty: 1910.793335
	Iteration 0F: 2 clusters Score -284681.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -281942.375000 Penalty: 3821.586670
	Iteration 0F: 3 clusters Score -281942.4 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -282511.906250 Penalty: 3821.586670
	Iteration 1F: 3 clusters Score -282511.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -282746.593750 Penalty: 3821.586670
	Iteration 2F: 3 clusters Score -282746.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -282960.625000 Penalty: 3821.586670
	Iteration 3F: 3 clusters Score -282960.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -283140.062500 Penalty: 3821.586670
	Iteration 4F: 3 clusters Score -283140.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -283310.500000 Penalty: 3821.586670
	Iteration 5F: 3 clusters Score -283310.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -283471.750000 Penalty: 3821.586670
	Iteration 6F: 3 clusters Score -283471.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -283583.968750 Penalty: 3821.586670
	Iteration 7Q: 3 clusters Score -283584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -283677.718750 Penalty: 3821.586670
	Iteration 8Q: 3 clusters Score -283677.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -283735.531250 Penalty: 3821.586670
	Iteration 9Q: 3 clusters Score -283735.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -283783.593750 Penalty: 3821.586670
	Iteration 10Q: 3 clusters Score -283783.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -283814.062500 Penalty: 3821.586670
	Iteration 11Q: 3 clusters Score -283814.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -283825.625000 Penalty: 3821.586670
	Iteration 12Q: 3 clusters Score -283825.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -283831.093750 Penalty: 3821.586670
	Iteration 13Q: 3 clusters Score -283831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -283833.312500 Penalty: 3821.586670
	Iteration 14Q: 3 clusters Score -283833.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -283834.625000 Penalty: 3821.586670
	Iteration 15Q: 3 clusters Score -283834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -283835.687500 Penalty: 3821.586670
	Iteration 16Q: 3 clusters Score -283835.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -283836.937500 Penalty: 3821.586670
	Iteration 17Q: 3 clusters Score -283836.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -283838.500000 Penalty: 3821.586670
	Iteration 18Q: 3 clusters Score -283838.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -283838.500000 Penalty: 3821.586670
	Iteration 19F: 3 clusters Score -283838.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Entering Unmasked Estep 
Score: -2590293.000000 Penalty: 2444.606934
	Iteration 0F: 2 clusters Score -2590293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2576849.750000 Penalty: 4889.213867
	Iteration 0F: 3 clusters Score -2576850 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2581335.500000 Penalty: 4889.213867
	Iteration 1F: 3 clusters Score -2581336 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2581812.750000 Penalty: 4889.213867
	Iteration 2F: 3 clusters Score -2581813 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2582236.000000 Penalty: 4889.213867
	Iteration 3Q: 3 clusters Score -2582236 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2582585.750000 Penalty: 4889.213867
	Iteration 4Q: 3 clusters Score -2582586 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2582963.750000 Penalty: 4889.213867
	Iteration 5Q: 3 clusters Score -2582964 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2583337.750000 Penalty: 4889.213867
	Iteration 6Q: 3 clusters Score -2583338 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2583735.250000 Penalty: 4889.213867
	Iteration 7Q: 3 clusters Score -2583735 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2584107.500000 Penalty: 4889.213867
	Iteration 8Q: 3 clusters Score -2584108 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2584427.000000 Penalty: 4889.213867
	Iteration 9Q: 3 clusters Score -2584427 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2584697.250000 Penalty: 4889.213867
	Iteration 10Q: 3 clusters Score -2584697 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2584934.000000 Penalty: 4889.213867
	Iteration 11Q: 3 clusters Score -2584934 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2585111.000000 Penalty: 4889.213867
	Iteration 12Q: 3 clusters Score -2585111 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2585243.000000 Penalty: 4889.213867
	Iteration 13Q: 3 clusters Score -2585243 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2585364.250000 Penalty: 4889.213867
	Iteration 14Q: 3 clusters Score -2585364 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2585456.250000 Penalty: 4889.213867
	Iteration 15Q: 3 clusters Score -2585456 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2585550.000000 Penalty: 4889.213867
	Iteration 16Q: 3 clusters Score -2585550 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2585659.500000 Penalty: 4889.213867
	Iteration 17Q: 3 clusters Score -2585660 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2585770.000000 Penalty: 4889.213867
	Iteration 18Q: 3 clusters Score -2585770 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2585893.500000 Penalty: 4889.213867
	Iteration 19Q: 3 clusters Score -2585894 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2586039.750000 Penalty: 4889.213867
	Iteration 20F: 3 clusters Score -2586040 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2586208.250000 Penalty: 4889.213867
	Iteration 21Q: 3 clusters Score -2586208 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2586389.000000 Penalty: 4889.213867
	Iteration 22Q: 3 clusters Score -2586389 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2586582.000000 Penalty: 4889.213867
	Iteration 23Q: 3 clusters Score -2586582 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2586771.500000 Penalty: 4889.213867
	Iteration 24Q: 3 clusters Score -2586772 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2586954.750000 Penalty: 4889.213867
	Iteration 25Q: 3 clusters Score -2586955 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2587158.000000 Penalty: 4889.213867
	Iteration 26Q: 3 clusters Score -2587158 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2587365.250000 Penalty: 4889.213867
	Iteration 27Q: 3 clusters Score -2587365 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2587532.750000 Penalty: 4889.213867
	Iteration 28Q: 3 clusters Score -2587533 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2587706.000000 Penalty: 4889.213867
	Iteration 29Q: 3 clusters Score -2587706 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2587850.750000 Penalty: 4889.213867
	Iteration 30Q: 3 clusters Score -2587851 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2587971.250000 Penalty: 4889.213867
	Iteration 31Q: 3 clusters Score -2587971 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2588055.000000 Penalty: 4889.213867
	Iteration 32Q: 3 clusters Score -2588055 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2588116.000000 Penalty: 4889.213867
	Iteration 33Q: 3 clusters Score -2588116 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2588177.750000 Penalty: 4889.213867
	Iteration 34Q: 3 clusters Score -2588178 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2588214.750000 Penalty: 4889.213867
	Iteration 35Q: 3 clusters Score -2588215 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2588240.000000 Penalty: 4889.213867
	Iteration 36Q: 3 clusters Score -2588240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2588267.250000 Penalty: 4889.213867
	Iteration 37Q: 3 clusters Score -2588267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2588292.250000 Penalty: 4889.213867
	Iteration 38Q: 3 clusters Score -2588292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2588321.250000 Penalty: 4889.213867
	Iteration 39Q: 3 clusters Score -2588321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2588337.250000 Penalty: 4889.213867
	Iteration 40F: 3 clusters Score -2588337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2588348.000000 Penalty: 4889.213867
	Iteration 41Q: 3 clusters Score -2588348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2588357.250000 Penalty: 4889.213867
	Iteration 42Q: 3 clusters Score -2588357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2588365.500000 Penalty: 4889.213867
	Iteration 43Q: 3 clusters Score -2588366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2588368.750000 Penalty: 4889.213867
	Iteration 44Q: 3 clusters Score -2588369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2588372.500000 Penalty: 4889.213867
	Iteration 45Q: 3 clusters Score -2588372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2588374.500000 Penalty: 4889.213867
	Iteration 46Q: 3 clusters Score -2588374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2588374.500000 Penalty: 4889.213867
	Iteration 47F: 3 clusters Score -2588374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Entering Unmasked Estep 
Score: -5294009.500000 Penalty: 2615.941895
	Iteration 0F: 2 clusters Score -5294010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -5268004.000000 Penalty: 5231.883789
	Iteration 0F: 3 clusters Score -5268004 nChanged 17442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -5277621.000000 Penalty: 5231.883789
	Iteration 1F: 3 clusters Score -5277621 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -5278252.000000 Penalty: 5231.883789
	Iteration 2Q: 3 clusters Score -5278252 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -5278890.500000 Penalty: 5231.883789
	Iteration 3Q: 3 clusters Score -5278890 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -5279902.000000 Penalty: 5231.883789
	Iteration 4F: 3 clusters Score -5279902 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -5281459.500000 Penalty: 5231.883789
	Iteration 5F: 3 clusters Score -5281460 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -5283758.500000 Penalty: 5231.883789
	Iteration 6F: 3 clusters Score -5283758 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -5286840.000000 Penalty: 5231.883789
	Iteration 7F: 3 clusters Score -5286840 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -5289351.500000 Penalty: 5231.883789
	Iteration 8F: 3 clusters Score -5289352 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5290725.000000 Penalty: 5231.883789
	Iteration 9Q: 3 clusters Score -5290725 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5291325.000000 Penalty: 5231.883789
	Iteration 10Q: 3 clusters Score -5291325 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5291551.000000 Penalty: 5231.883789
	Iteration 11Q: 3 clusters Score -5291551 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5291631.500000 Penalty: 5231.883789
	Iteration 12Q: 3 clusters Score -5291632 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5291704.000000 Penalty: 5231.883789
	Iteration 13Q: 3 clusters Score -5291704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5291750.500000 Penalty: 5231.883789
	Iteration 14Q: 3 clusters Score -5291750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5291784.000000 Penalty: 5231.883789
	Iteration 15Q: 3 clusters Score -5291784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5291795.000000 Penalty: 5231.883789
	Iteration 16Q: 3 clusters Score -5291795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5291802.000000 Penalty: 5231.883789
	Iteration 17Q: 3 clusters Score -5291802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5291804.500000 Penalty: 5231.883789
	Iteration 18Q: 3 clusters Score -5291804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5291818.000000 Penalty: 5231.883789
	Iteration 19Q: 3 clusters Score -5291818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5291821.500000 Penalty: 5231.883789
	Iteration 20F: 3 clusters Score -5291822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5291834.000000 Penalty: 5231.883789
	Iteration 21Q: 3 clusters Score -5291834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5291844.000000 Penalty: 5231.883789
	Iteration 22Q: 3 clusters Score -5291844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5291851.000000 Penalty: 5231.883789
	Iteration 23Q: 3 clusters Score -5291851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5291855.500000 Penalty: 5231.883789
	Iteration 24Q: 3 clusters Score -5291856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5291856.500000 Penalty: 5231.883789
	Iteration 25Q: 3 clusters Score -5291856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5291863.500000 Penalty: 5231.883789
	Iteration 26Q: 3 clusters Score -5291864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5291862.500000 Penalty: 5231.883789
	Iteration 27Q: 3 clusters Score -5291862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5291858.000000 Penalty: 5231.883789
	Iteration 28Q: 3 clusters Score -5291858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5291858.000000 Penalty: 5231.883789
	Iteration 29F: 3 clusters Score -5291858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (89049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Entering Unmasked Estep 
Score: -12127585.000000 Penalty: 2826.441650
	Iteration 0F: 2 clusters Score -1.212758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -12067817.000000 Penalty: 5652.883301
	Iteration 0F: 3 clusters Score -1.206782e+07 nChanged 42010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -12092006.000000 Penalty: 5652.883301
	Iteration 1F: 3 clusters Score -1.209201e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50467 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -12093425.000000 Penalty: 5652.883301
	Iteration 2Q: 3 clusters Score -1.209342e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -12095760.000000 Penalty: 5652.883301
	Iteration 3F: 3 clusters Score -1.209576e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -12099839.000000 Penalty: 5652.883301
	Iteration 4F: 3 clusters Score -1.209984e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66006 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -12105838.000000 Penalty: 5652.883301
	Iteration 5F: 3 clusters Score -1.210584e+07 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -12112729.000000 Penalty: 5652.883301
	Iteration 6F: 3 clusters Score -1.211273e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78353 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -12118101.000000 Penalty: 5652.883301
	Iteration 7F: 3 clusters Score -1.21181e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81552 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -12121179.000000 Penalty: 5652.883301
	Iteration 8Q: 3 clusters Score -1.212118e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -12122856.000000 Penalty: 5652.883301
	Iteration 9Q: 3 clusters Score -1.212286e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -12123747.000000 Penalty: 5652.883301
	Iteration 10Q: 3 clusters Score -1.212375e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84801 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -12124302.000000 Penalty: 5652.883301
	Iteration 11Q: 3 clusters Score -1.21243e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85186 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -12124560.000000 Penalty: 5652.883301
	Iteration 12Q: 3 clusters Score -1.212456e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85452 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -12124682.000000 Penalty: 5652.883301
	Iteration 13Q: 3 clusters Score -1.212468e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85678 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -12124806.000000 Penalty: 5652.883301
	Iteration 14Q: 3 clusters Score -1.212481e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85866 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -12124885.000000 Penalty: 5652.883301
	Iteration 15Q: 3 clusters Score -1.212488e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86022 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -12124920.000000 Penalty: 5652.883301
	Iteration 16Q: 3 clusters Score -1.212492e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86172 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -12124974.000000 Penalty: 5652.883301
	Iteration 17Q: 3 clusters Score -1.212497e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86306 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -12125003.000000 Penalty: 5652.883301
	Iteration 18Q: 3 clusters Score -1.2125e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86423 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -12125050.000000 Penalty: 5652.883301
	Iteration 19Q: 3 clusters Score -1.212505e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86515 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -12125071.000000 Penalty: 5652.883301
	Iteration 20F: 3 clusters Score -1.212507e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86593 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -12125110.000000 Penalty: 5652.883301
	Iteration 21Q: 3 clusters Score -1.212511e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -12125136.000000 Penalty: 5652.883301
	Iteration 22Q: 3 clusters Score -1.212514e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -12125158.000000 Penalty: 5652.883301
	Iteration 23Q: 3 clusters Score -1.212516e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86758 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -12125175.000000 Penalty: 5652.883301
	Iteration 24Q: 3 clusters Score -1.212518e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86800 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -12125194.000000 Penalty: 5652.883301
	Iteration 25Q: 3 clusters Score -1.212519e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86840 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -12125208.000000 Penalty: 5652.883301
	Iteration 26Q: 3 clusters Score -1.212521e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86881 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -12125217.000000 Penalty: 5652.883301
	Iteration 27Q: 3 clusters Score -1.212522e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86920 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -12125238.000000 Penalty: 5652.883301
	Iteration 28Q: 3 clusters Score -1.212524e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86960 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -12125248.000000 Penalty: 5652.883301
	Iteration 29Q: 3 clusters Score -1.212525e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87000 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -12125252.000000 Penalty: 5652.883301
	Iteration 30Q: 3 clusters Score -1.212525e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87028 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -12125262.000000 Penalty: 5652.883301
	Iteration 31Q: 3 clusters Score -1.212526e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -12125263.000000 Penalty: 5652.883301
	Iteration 32Q: 3 clusters Score -1.212526e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87067 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -12125276.000000 Penalty: 5652.883301
	Iteration 33Q: 3 clusters Score -1.212528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87076 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -12125281.000000 Penalty: 5652.883301
	Iteration 34Q: 3 clusters Score -1.212528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87090 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -12125267.000000 Penalty: 5652.883301
	Iteration 35Q: 3 clusters Score -1.212527e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87102 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -12125275.000000 Penalty: 5652.883301
	Iteration 36Q: 3 clusters Score -1.212528e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87114 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -12125281.000000 Penalty: 5652.883301
	Iteration 37Q: 3 clusters Score -1.212528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87122 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -12125281.000000 Penalty: 5652.883301
	Iteration 38Q: 3 clusters Score -1.212528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -12125283.000000 Penalty: 5652.883301
	Iteration 39Q: 3 clusters Score -1.212528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -12125282.000000 Penalty: 5652.883301
	Iteration 40F: 3 clusters Score -1.212528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87145 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -12125272.000000 Penalty: 5652.883301
	Iteration 41Q: 3 clusters Score -1.212527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -12125279.000000 Penalty: 5652.883301
	Iteration 42Q: 3 clusters Score -1.212528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -12125289.000000 Penalty: 5652.883301
	Iteration 43Q: 3 clusters Score -1.212529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -12125291.000000 Penalty: 5652.883301
	Iteration 44Q: 3 clusters Score -1.212529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -12125287.000000 Penalty: 5652.883301
	Iteration 45Q: 3 clusters Score -1.212529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87204 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -12125304.000000 Penalty: 5652.883301
	Iteration 46Q: 3 clusters Score -1.21253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -12125292.000000 Penalty: 5652.883301
	Iteration 47Q: 3 clusters Score -1.212529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -12125291.000000 Penalty: 5652.883301
	Iteration 48Q: 3 clusters Score -1.212529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87222 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -12125289.000000 Penalty: 5652.883301
	Iteration 49Q: 3 clusters Score -1.212529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87222 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -12125289.000000 Penalty: 5652.883301
	Iteration 50F: 3 clusters Score -1.212529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Entering Unmasked Estep 
Score: -602789.937500 Penalty: 2110.821289
	Iteration 0F: 2 clusters Score -602789.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -598296.875000 Penalty: 4221.642578
	Iteration 0F: 3 clusters Score -598296.9 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -599400.500000 Penalty: 4221.642578
	Iteration 1F: 3 clusters Score -599400.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -599718.187500 Penalty: 4221.642578
	Iteration 2F: 3 clusters Score -599718.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -599978.687500 Penalty: 4221.642578
	Iteration 3F: 3 clusters Score -599978.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -600190.937500 Penalty: 4221.642578
	Iteration 4F: 3 clusters Score -600190.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -600376.312500 Penalty: 4221.642578
	Iteration 5F: 3 clusters Score -600376.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -600516.312500 Penalty: 4221.642578
	Iteration 6Q: 3 clusters Score -600516.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -600636.750000 Penalty: 4221.642578
	Iteration 7Q: 3 clusters Score -600636.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -600765.937500 Penalty: 4221.642578
	Iteration 8Q: 3 clusters Score -600765.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -600887.187500 Penalty: 4221.642578
	Iteration 9Q: 3 clusters Score -600887.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -600958.937500 Penalty: 4221.642578
	Iteration 10Q: 3 clusters Score -600958.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -601026.750000 Penalty: 4221.642578
	Iteration 11Q: 3 clusters Score -601026.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -601084.125000 Penalty: 4221.642578
	Iteration 12Q: 3 clusters Score -601084.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -601139.562500 Penalty: 4221.642578
	Iteration 13Q: 3 clusters Score -601139.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -601181.937500 Penalty: 4221.642578
	Iteration 14Q: 3 clusters Score -601181.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -601210.125000 Penalty: 4221.642578
	Iteration 15Q: 3 clusters Score -601210.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -601228.875000 Penalty: 4221.642578
	Iteration 16Q: 3 clusters Score -601228.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -601244.375000 Penalty: 4221.642578
	Iteration 17Q: 3 clusters Score -601244.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -601255.625000 Penalty: 4221.642578
	Iteration 18Q: 3 clusters Score -601255.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -601262.625000 Penalty: 4221.642578
	Iteration 19Q: 3 clusters Score -601262.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -601266.687500 Penalty: 4221.642578
	Iteration 20F: 3 clusters Score -601266.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -601270.687500 Penalty: 4221.642578
	Iteration 21Q: 3 clusters Score -601270.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -601272.812500 Penalty: 4221.642578
	Iteration 22Q: 3 clusters Score -601272.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -601273.750000 Penalty: 4221.642578
	Iteration 23Q: 3 clusters Score -601273.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -601274.687500 Penalty: 4221.642578
	Iteration 24Q: 3 clusters Score -601274.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -601276.500000 Penalty: 4221.642578
	Iteration 25Q: 3 clusters Score -601276.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -601277.187500 Penalty: 4221.642578
	Iteration 26Q: 3 clusters Score -601277.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -601277.625000 Penalty: 4221.642578
	Iteration 27Q: 3 clusters Score -601277.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -601278.625000 Penalty: 4221.642578
	Iteration 28Q: 3 clusters Score -601278.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -601278.625000 Penalty: 4221.642578
	Iteration 29F: 3 clusters Score -601278.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Entering Unmasked Estep 
Score: -1573218.125000 Penalty: 2336.750732
	Iteration 0F: 2 clusters Score -1573218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1563964.375000 Penalty: 4673.501465
	Iteration 0F: 3 clusters Score -1563964 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1566862.875000 Penalty: 4673.501465
	Iteration 1F: 3 clusters Score -1566863 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1567227.750000 Penalty: 4673.501465
	Iteration 2F: 3 clusters Score -1567228 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1567505.875000 Penalty: 4673.501465
	Iteration 3F: 3 clusters Score -1567506 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1567735.750000 Penalty: 4673.501465
	Iteration 4Q: 3 clusters Score -1567736 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1567915.375000 Penalty: 4673.501465
	Iteration 5Q: 3 clusters Score -1567915 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1568063.625000 Penalty: 4673.501465
	Iteration 6Q: 3 clusters Score -1568064 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1568181.625000 Penalty: 4673.501465
	Iteration 7Q: 3 clusters Score -1568182 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1568303.375000 Penalty: 4673.501465
	Iteration 8Q: 3 clusters Score -1568303 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1568428.500000 Penalty: 4673.501465
	Iteration 9Q: 3 clusters Score -1568428 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1568540.875000 Penalty: 4673.501465
	Iteration 10Q: 3 clusters Score -1568541 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1568655.250000 Penalty: 4673.501465
	Iteration 11Q: 3 clusters Score -1568655 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1568773.875000 Penalty: 4673.501465
	Iteration 12Q: 3 clusters Score -1568774 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1568898.500000 Penalty: 4673.501465
	Iteration 13Q: 3 clusters Score -1568898 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1569059.750000 Penalty: 4673.501465
	Iteration 14Q: 3 clusters Score -1569060 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1569217.500000 Penalty: 4673.501465
	Iteration 15Q: 3 clusters Score -1569218 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1569360.625000 Penalty: 4673.501465
	Iteration 16Q: 3 clusters Score -1569361 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1569486.500000 Penalty: 4673.501465
	Iteration 17Q: 3 clusters Score -1569486 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1569616.375000 Penalty: 4673.501465
	Iteration 18Q: 3 clusters Score -1569616 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1569756.625000 Penalty: 4673.501465
	Iteration 19Q: 3 clusters Score -1569757 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1569889.625000 Penalty: 4673.501465
	Iteration 20F: 3 clusters Score -1569890 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1570008.500000 Penalty: 4673.501465
	Iteration 21Q: 3 clusters Score -1570008 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1570112.625000 Penalty: 4673.501465
	Iteration 22Q: 3 clusters Score -1570113 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1570206.250000 Penalty: 4673.501465
	Iteration 23Q: 3 clusters Score -1570206 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1570281.125000 Penalty: 4673.501465
	Iteration 24Q: 3 clusters Score -1570281 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1570360.250000 Penalty: 4673.501465
	Iteration 25Q: 3 clusters Score -1570360 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1570432.500000 Penalty: 4673.501465
	Iteration 26Q: 3 clusters Score -1570432 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1570487.375000 Penalty: 4673.501465
	Iteration 27Q: 3 clusters Score -1570487 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1570540.000000 Penalty: 4673.501465
	Iteration 28Q: 3 clusters Score -1570540 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1570595.375000 Penalty: 4673.501465
	Iteration 29Q: 3 clusters Score -1570595 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1570641.625000 Penalty: 4673.501465
	Iteration 30Q: 3 clusters Score -1570642 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1570691.000000 Penalty: 4673.501465
	Iteration 31Q: 3 clusters Score -1570691 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1570736.000000 Penalty: 4673.501465
	Iteration 32Q: 3 clusters Score -1570736 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1570772.875000 Penalty: 4673.501465
	Iteration 33Q: 3 clusters Score -1570773 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1570817.000000 Penalty: 4673.501465
	Iteration 34Q: 3 clusters Score -1570817 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1570849.875000 Penalty: 4673.501465
	Iteration 35Q: 3 clusters Score -1570850 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1570883.625000 Penalty: 4673.501465
	Iteration 36Q: 3 clusters Score -1570884 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1570914.500000 Penalty: 4673.501465
	Iteration 37Q: 3 clusters Score -1570914 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1570931.625000 Penalty: 4673.501465
	Iteration 38Q: 3 clusters Score -1570932 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1570952.875000 Penalty: 4673.501465
	Iteration 39Q: 3 clusters Score -1570953 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1570963.625000 Penalty: 4673.501465
	Iteration 40F: 3 clusters Score -1570964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1570988.750000 Penalty: 4673.501465
	Iteration 41Q: 3 clusters Score -1570989 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1571008.375000 Penalty: 4673.501465
	Iteration 42Q: 3 clusters Score -1571008 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1571035.625000 Penalty: 4673.501465
	Iteration 43Q: 3 clusters Score -1571036 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1571063.250000 Penalty: 4673.501465
	Iteration 44Q: 3 clusters Score -1571063 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1571083.250000 Penalty: 4673.501465
	Iteration 45Q: 3 clusters Score -1571083 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1571102.000000 Penalty: 4673.501465
	Iteration 46Q: 3 clusters Score -1571102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1571119.375000 Penalty: 4673.501465
	Iteration 47Q: 3 clusters Score -1571119 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1571143.250000 Penalty: 4673.501465
	Iteration 48Q: 3 clusters Score -1571143 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1571154.000000 Penalty: 4673.501465
	Iteration 49Q: 3 clusters Score -1571154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1571179.875000 Penalty: 4673.501465
	Iteration 50Q: 3 clusters Score -1571180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1571200.500000 Penalty: 4673.501465
	Iteration 51Q: 3 clusters Score -1571200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1571205.500000 Penalty: 4673.501465
	Iteration 52Q: 3 clusters Score -1571206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1571217.250000 Penalty: 4673.501465
	Iteration 53Q: 3 clusters Score -1571217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1571228.875000 Penalty: 4673.501465
	Iteration 54Q: 3 clusters Score -1571229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1571230.250000 Penalty: 4673.501465
	Iteration 55Q: 3 clusters Score -1571230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1571235.375000 Penalty: 4673.501465
	Iteration 56Q: 3 clusters Score -1571235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1571244.000000 Penalty: 4673.501465
	Iteration 57Q: 3 clusters Score -1571244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1571248.500000 Penalty: 4673.501465
	Iteration 58Q: 3 clusters Score -1571248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1571253.500000 Penalty: 4673.501465
	Iteration 59Q: 3 clusters Score -1571254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1571259.000000 Penalty: 4673.501465
	Iteration 60F: 3 clusters Score -1571259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1571264.375000 Penalty: 4673.501465
	Iteration 61Q: 3 clusters Score -1571264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1571270.750000 Penalty: 4673.501465
	Iteration 62Q: 3 clusters Score -1571271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1571272.375000 Penalty: 4673.501465
	Iteration 63Q: 3 clusters Score -1571272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1571271.000000 Penalty: 4673.501465
	Iteration 64Q: 3 clusters Score -1571271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1571276.875000 Penalty: 4673.501465
	Iteration 65Q: 3 clusters Score -1571277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1571277.250000 Penalty: 4673.501465
	Iteration 66Q: 3 clusters Score -1571277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1571282.375000 Penalty: 4673.501465
	Iteration 67Q: 3 clusters Score -1571282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1571282.500000 Penalty: 4673.501465
	Iteration 68Q: 3 clusters Score -1571282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1571283.125000 Penalty: 4673.501465
	Iteration 69Q: 3 clusters Score -1571283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1571286.000000 Penalty: 4673.501465
	Iteration 70Q: 3 clusters Score -1571286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1571287.625000 Penalty: 4673.501465
	Iteration 71Q: 3 clusters Score -1571288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1571286.250000 Penalty: 4673.501465
	Iteration 72Q: 3 clusters Score -1571286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1571288.125000 Penalty: 4673.501465
	Iteration 73Q: 3 clusters Score -1571288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1571288.125000 Penalty: 4673.501465
	Iteration 74Q: 3 clusters Score -1571288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1571287.125000 Penalty: 4673.501465
	Iteration 75Q: 3 clusters Score -1571287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1571286.375000 Penalty: 4673.501465
	Iteration 76Q: 3 clusters Score -1571286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1571285.625000 Penalty: 4673.501465
	Iteration 77Q: 3 clusters Score -1571286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1571286.125000 Penalty: 4673.501465
	Iteration 78Q: 3 clusters Score -1571286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1571286.625000 Penalty: 4673.501465
	Iteration 79Q: 3 clusters Score -1571287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1571284.250000 Penalty: 4673.501465
	Iteration 80F: 3 clusters Score -1571284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1571287.250000 Penalty: 4673.501465
	Iteration 81Q: 3 clusters Score -1571287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1571288.375000 Penalty: 4673.501465
	Iteration 82Q: 3 clusters Score -1571288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1571288.125000 Penalty: 4673.501465
	Iteration 83Q: 3 clusters Score -1571288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1571286.125000 Penalty: 4673.501465
	Iteration 84Q: 3 clusters Score -1571286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1571288.250000 Penalty: 4673.501465
	Iteration 85Q: 3 clusters Score -1571288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1571289.750000 Penalty: 4673.501465
	Iteration 86Q: 3 clusters Score -1571290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1571288.625000 Penalty: 4673.501465
	Iteration 87Q: 3 clusters Score -1571289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1571289.250000 Penalty: 4673.501465
	Iteration 88Q: 3 clusters Score -1571289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1571291.500000 Penalty: 4673.501465
	Iteration 89Q: 3 clusters Score -1571292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1571290.750000 Penalty: 4673.501465
	Iteration 90Q: 3 clusters Score -1571291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1571293.750000 Penalty: 4673.501465
	Iteration 91Q: 3 clusters Score -1571294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1571293.500000 Penalty: 4673.501465
	Iteration 92Q: 3 clusters Score -1571294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1571293.750000 Penalty: 4673.501465
	Iteration 93Q: 3 clusters Score -1571294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1571297.750000 Penalty: 4673.501465
	Iteration 94Q: 3 clusters Score -1571298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1571298.500000 Penalty: 4673.501465
	Iteration 95Q: 3 clusters Score -1571298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1571298.500000 Penalty: 4673.501465
	Iteration 96Q: 3 clusters Score -1571298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1571299.875000 Penalty: 4673.501465
	Iteration 97Q: 3 clusters Score -1571300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1571303.500000 Penalty: 4673.501465
	Iteration 98Q: 3 clusters Score -1571304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1571306.375000 Penalty: 4673.501465
	Iteration 99Q: 3 clusters Score -1571306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1571307.375000 Penalty: 4673.501465
	Iteration 100F: 3 clusters Score -1571307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1571305.000000 Penalty: 4673.501465
	Iteration 101Q: 3 clusters Score -1571305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1571304.875000 Penalty: 4673.501465
	Iteration 102Q: 3 clusters Score -1571305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1571303.750000 Penalty: 4673.501465
	Iteration 103Q: 3 clusters Score -1571304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1571303.375000 Penalty: 4673.501465
	Iteration 104Q: 3 clusters Score -1571303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1571303.250000 Penalty: 4673.501465
	Iteration 105Q: 3 clusters Score -1571303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1571305.000000 Penalty: 4673.501465
	Iteration 106Q: 3 clusters Score -1571305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1571305.750000 Penalty: 4673.501465
	Iteration 107Q: 3 clusters Score -1571306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1571306.375000 Penalty: 4673.501465
	Iteration 108Q: 3 clusters Score -1571306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1571306.375000 Penalty: 4673.501465
	Iteration 109F: 3 clusters Score -1571306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Entering Unmasked Estep 
Score: -289363.000000 Penalty: 1899.942017
	Iteration 0F: 2 clusters Score -289363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -286646.812500 Penalty: 3799.884033
	Iteration 0F: 3 clusters Score -286646.8 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -287150.343750 Penalty: 3799.884033
	Iteration 1F: 3 clusters Score -287150.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -287277.343750 Penalty: 3799.884033
	Iteration 2F: 3 clusters Score -287277.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -287383.156250 Penalty: 3799.884033
	Iteration 3Q: 3 clusters Score -287383.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -287470.312500 Penalty: 3799.884033
	Iteration 4Q: 3 clusters Score -287470.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -287539.718750 Penalty: 3799.884033
	Iteration 5Q: 3 clusters Score -287539.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -287592.468750 Penalty: 3799.884033
	Iteration 6Q: 3 clusters Score -287592.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -287637.156250 Penalty: 3799.884033
	Iteration 7Q: 3 clusters Score -287637.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -287695.250000 Penalty: 3799.884033
	Iteration 8Q: 3 clusters Score -287695.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -287744.406250 Penalty: 3799.884033
	Iteration 9Q: 3 clusters Score -287744.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -287796.687500 Penalty: 3799.884033
	Iteration 10Q: 3 clusters Score -287796.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -287823.468750 Penalty: 3799.884033
	Iteration 11Q: 3 clusters Score -287823.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -287840.468750 Penalty: 3799.884033
	Iteration 12Q: 3 clusters Score -287840.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -287862.343750 Penalty: 3799.884033
	Iteration 13Q: 3 clusters Score -287862.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -287877.468750 Penalty: 3799.884033
	Iteration 14Q: 3 clusters Score -287877.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -287886.375000 Penalty: 3799.884033
	Iteration 15Q: 3 clusters Score -287886.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -287899.406250 Penalty: 3799.884033
	Iteration 16Q: 3 clusters Score -287899.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -287914.781250 Penalty: 3799.884033
	Iteration 17Q: 3 clusters Score -287914.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -287925.906250 Penalty: 3799.884033
	Iteration 18Q: 3 clusters Score -287925.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -287933.218750 Penalty: 3799.884033
	Iteration 19Q: 3 clusters Score -287933.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -287938.343750 Penalty: 3799.884033
	Iteration 20F: 3 clusters Score -287938.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -287942.593750 Penalty: 3799.884033
	Iteration 21Q: 3 clusters Score -287942.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -287945.125000 Penalty: 3799.884033
	Iteration 22Q: 3 clusters Score -287945.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -287947.062500 Penalty: 3799.884033
	Iteration 23Q: 3 clusters Score -287947.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -287948.031250 Penalty: 3799.884033
	Iteration 24Q: 3 clusters Score -287948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -287948.687500 Penalty: 3799.884033
	Iteration 25Q: 3 clusters Score -287948.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -287948.687500 Penalty: 3799.884033
	Iteration 26F: 3 clusters Score -287948.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (165935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165935 members 
Entering Unmasked Estep 
Score: -22686410.000000 Penalty: 2980.799072
	Iteration 0F: 2 clusters Score -2.268641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82763 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -22574372.000000 Penalty: 5961.598145
	Iteration 0F: 3 clusters Score -2.257437e+07 nChanged 79838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80303 members 
Mstep: Class 2 contains 85632 members 
Entering Unmasked Estep 
Score: -22621608.000000 Penalty: 5961.598145
	Iteration 1F: 3 clusters Score -2.262161e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78267 members 
Mstep: Class 2 contains 87668 members 
Entering Unmasked Estep 
Score: -22622680.000000 Penalty: 5961.598145
	Iteration 2Q: 3 clusters Score -2.262268e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75122 members 
Mstep: Class 2 contains 90813 members 
Entering Unmasked Estep 
Score: -22624330.000000 Penalty: 5961.598145
	Iteration 3Q: 3 clusters Score -2.262433e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70375 members 
Mstep: Class 2 contains 95560 members 
Entering Unmasked Estep 
Score: -22626576.000000 Penalty: 5961.598145
	Iteration 4Q: 3 clusters Score -2.262658e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 102603 members 
Entering Unmasked Estep 
Score: -22630298.000000 Penalty: 5961.598145
	Iteration 5Q: 3 clusters Score -2.26303e+07 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 112520 members 
Entering Unmasked Estep 
Score: -22636370.000000 Penalty: 5961.598145
	Iteration 6F: 3 clusters Score -2.263637e+07 nChanged 12796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 125146 members 
Entering Unmasked Estep 
Score: -22646040.000000 Penalty: 5961.598145
	Iteration 7F: 3 clusters Score -2.264604e+07 nChanged 14031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 139139 members 
Entering Unmasked Estep 
Score: -22658810.000000 Penalty: 5961.598145
	Iteration 8F: 3 clusters Score -2.265881e+07 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 151351 members 
Entering Unmasked Estep 
Score: -22670488.000000 Penalty: 5961.598145
	Iteration 9F: 3 clusters Score -2.267049e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 159111 members 
Entering Unmasked Estep 
Score: -22677844.000000 Penalty: 5961.598145
	Iteration 10Q: 3 clusters Score -2.267784e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 162885 members 
Entering Unmasked Estep 
Score: -22681470.000000 Penalty: 5961.598145
	Iteration 11Q: 3 clusters Score -2.268147e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 164362 members 
Entering Unmasked Estep 
Score: -22682810.000000 Penalty: 5961.598145
	Iteration 12Q: 3 clusters Score -2.268281e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 164873 members 
Entering Unmasked Estep 
Score: -22683408.000000 Penalty: 5961.598145
	Iteration 13Q: 3 clusters Score -2.268341e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 165076 members 
Entering Unmasked Estep 
Score: -22683634.000000 Penalty: 5961.598145
	Iteration 14Q: 3 clusters Score -2.268363e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 165163 members 
Entering Unmasked Estep 
Score: -22683840.000000 Penalty: 5961.598145
	Iteration 15Q: 3 clusters Score -2.268384e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 165204 members 
Entering Unmasked Estep 
Score: -22683948.000000 Penalty: 5961.598145
	Iteration 16Q: 3 clusters Score -2.268395e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 165222 members 
Entering Unmasked Estep 
Score: -22684014.000000 Penalty: 5961.598145
	Iteration 17Q: 3 clusters Score -2.268401e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 165249 members 
Entering Unmasked Estep 
Score: -22684090.000000 Penalty: 5961.598145
	Iteration 18Q: 3 clusters Score -2.268409e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 165260 members 
Entering Unmasked Estep 
Score: -22684130.000000 Penalty: 5961.598145
	Iteration 19Q: 3 clusters Score -2.268413e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 165258 members 
Entering Unmasked Estep 
Score: -22684160.000000 Penalty: 5961.598145
	Iteration 20F: 3 clusters Score -2.268416e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 165245 members 
Entering Unmasked Estep 
Score: -22684176.000000 Penalty: 5961.598145
	Iteration 21Q: 3 clusters Score -2.268418e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 165241 members 
Entering Unmasked Estep 
Score: -22684204.000000 Penalty: 5961.598145
	Iteration 22Q: 3 clusters Score -2.26842e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 165245 members 
Entering Unmasked Estep 
Score: -22684198.000000 Penalty: 5961.598145
	Iteration 23Q: 3 clusters Score -2.26842e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 165248 members 
Entering Unmasked Estep 
Score: -22684240.000000 Penalty: 5961.598145
	Iteration 24Q: 3 clusters Score -2.268424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 165255 members 
Entering Unmasked Estep 
Score: -22684244.000000 Penalty: 5961.598145
	Iteration 25Q: 3 clusters Score -2.268424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 165256 members 
Entering Unmasked Estep 
Score: -22684252.000000 Penalty: 5961.598145
	Iteration 26Q: 3 clusters Score -2.268425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 165255 members 
Entering Unmasked Estep 
Score: -22684260.000000 Penalty: 5961.598145
	Iteration 27Q: 3 clusters Score -2.268426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 165254 members 
Entering Unmasked Estep 
Score: -22684258.000000 Penalty: 5961.598145
	Iteration 28Q: 3 clusters Score -2.268426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 165254 members 
Entering Unmasked Estep 
Score: -22684266.000000 Penalty: 5961.598145
	Iteration 29Q: 3 clusters Score -2.268427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 165251 members 
Entering Unmasked Estep 
Score: -22684258.000000 Penalty: 5961.598145
	Iteration 30Q: 3 clusters Score -2.268426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 165248 members 
Entering Unmasked Estep 
Score: -22684268.000000 Penalty: 5961.598145
	Iteration 31Q: 3 clusters Score -2.268427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 165243 members 
Entering Unmasked Estep 
Score: -22684256.000000 Penalty: 5961.598145
	Iteration 32Q: 3 clusters Score -2.268426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 165240 members 
Entering Unmasked Estep 
Score: -22684256.000000 Penalty: 5961.598145
	Iteration 33Q: 3 clusters Score -2.268426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 165237 members 
Entering Unmasked Estep 
Score: -22684266.000000 Penalty: 5961.598145
	Iteration 34Q: 3 clusters Score -2.268427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 165237 members 
Entering Unmasked Estep 
Score: -22684256.000000 Penalty: 5961.598145
	Iteration 35Q: 3 clusters Score -2.268426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 165237 members 
Entering Unmasked Estep 
Score: -22684260.000000 Penalty: 5961.598145
	Iteration 36Q: 3 clusters Score -2.268426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 165238 members 
Entering Unmasked Estep 
Score: -22684278.000000 Penalty: 5961.598145
	Iteration 37Q: 3 clusters Score -2.268428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 165240 members 
Entering Unmasked Estep 
Score: -22684266.000000 Penalty: 5961.598145
	Iteration 38Q: 3 clusters Score -2.268427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 165244 members 
Entering Unmasked Estep 
Score: -22684268.000000 Penalty: 5961.598145
	Iteration 39Q: 3 clusters Score -2.268427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 165245 members 
Entering Unmasked Estep 
Score: -22684284.000000 Penalty: 5961.598145
	Iteration 40F: 3 clusters Score -2.268428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 165244 members 
Entering Unmasked Estep 
Score: -22684284.000000 Penalty: 5961.598145
	Iteration 41Q: 3 clusters Score -2.268428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 165244 members 
Entering Unmasked Estep 
Score: -22684284.000000 Penalty: 5961.598145
	Iteration 42F: 3 clusters Score -2.268428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Entering Unmasked Estep 
Score: -93989.750000 Penalty: 1648.626709
	Iteration 0F: 2 clusters Score -93989.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -92218.875000 Penalty: 3297.253418
	Iteration 0F: 3 clusters Score -92218.88 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -92471.054688 Penalty: 3297.253418
	Iteration 1F: 3 clusters Score -92471.05 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -92595.351562 Penalty: 3297.253418
	Iteration 2F: 3 clusters Score -92595.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -92664.039062 Penalty: 3297.253418
	Iteration 3Q: 3 clusters Score -92664.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -92729.914062 Penalty: 3297.253418
	Iteration 4Q: 3 clusters Score -92729.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -92805.632812 Penalty: 3297.253418
	Iteration 5Q: 3 clusters Score -92805.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -92895.125000 Penalty: 3297.253418
	Iteration 6Q: 3 clusters Score -92895.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92997.890625 Penalty: 3297.253418
	Iteration 7Q: 3 clusters Score -92997.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -93164.062500 Penalty: 3297.253418
	Iteration 8Q: 3 clusters Score -93164.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -93615.562500 Penalty: 3297.253418
	Iteration 9F: 3 clusters Score -93615.56 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -94305.023438 Penalty: 3297.253418
	Iteration 10F: 3 clusters Score -94305.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -94547.429688 Penalty: 3297.253418
	Iteration 11F: 3 clusters Score -94547.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -94721.703125 Penalty: 3297.253418
	Iteration 12Q: 3 clusters Score -94721.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -94828.992188 Penalty: 3297.253418
	Iteration 13Q: 3 clusters Score -94828.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -94839.914062 Penalty: 3297.253418
	Iteration 14Q: 3 clusters Score -94839.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -94845.531250 Penalty: 3297.253418
	Iteration 15Q: 3 clusters Score -94845.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -94846.234375 Penalty: 3297.253418
	Iteration 16Q: 3 clusters Score -94846.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -94846.234375 Penalty: 3297.253418
	Iteration 17F: 3 clusters Score -94846.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13429 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38107 members 
Mstep: Class 7 contains 89049 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12362 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165935 members 
Mstep: Class 12 contains 303 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63764 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31565 members 
Mstep: Class 19 contains 158113 members 
Mstep: Class 20 contains 18562 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10304 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4646 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 720 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 130 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 468 members 
Entering Unmasked Estep 
Score: -100915048.000000 Penalty: 124296.320312
Splitting cluster 12 changes total score from -100916048.000000 to -100915048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (2714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Entering Unmasked Estep 
Score: -342932.562500 Penalty: 1960.732422
	Iteration 0F: 2 clusters Score -342932.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -339838.937500 Penalty: 3921.464844
	Iteration 0F: 3 clusters Score -339838.9 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -340540.437500 Penalty: 3921.464844
	Iteration 1F: 3 clusters Score -340540.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -340775.781250 Penalty: 3921.464844
	Iteration 2F: 3 clusters Score -340775.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -340969.062500 Penalty: 3921.464844
	Iteration 3F: 3 clusters Score -340969.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -341096.531250 Penalty: 3921.464844
	Iteration 4Q: 3 clusters Score -341096.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -341191.781250 Penalty: 3921.464844
	Iteration 5Q: 3 clusters Score -341191.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -341285.218750 Penalty: 3921.464844
	Iteration 6Q: 3 clusters Score -341285.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -341367.625000 Penalty: 3921.464844
	Iteration 7Q: 3 clusters Score -341367.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -341427.437500 Penalty: 3921.464844
	Iteration 8Q: 3 clusters Score -341427.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -341495.281250 Penalty: 3921.464844
	Iteration 9Q: 3 clusters Score -341495.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -341537.812500 Penalty: 3921.464844
	Iteration 10Q: 3 clusters Score -341537.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -341587.125000 Penalty: 3921.464844
	Iteration 11Q: 3 clusters Score -341587.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -341632.812500 Penalty: 3921.464844
	Iteration 12Q: 3 clusters Score -341632.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -341669.906250 Penalty: 3921.464844
	Iteration 13Q: 3 clusters Score -341669.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -341703.312500 Penalty: 3921.464844
	Iteration 14Q: 3 clusters Score -341703.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -341735.187500 Penalty: 3921.464844
	Iteration 15Q: 3 clusters Score -341735.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -341773.625000 Penalty: 3921.464844
	Iteration 16Q: 3 clusters Score -341773.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -341800.437500 Penalty: 3921.464844
	Iteration 17Q: 3 clusters Score -341800.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -341831.218750 Penalty: 3921.464844
	Iteration 18Q: 3 clusters Score -341831.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -341853.656250 Penalty: 3921.464844
	Iteration 19Q: 3 clusters Score -341853.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -341877.187500 Penalty: 3921.464844
	Iteration 20F: 3 clusters Score -341877.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -341903.312500 Penalty: 3921.464844
	Iteration 21Q: 3 clusters Score -341903.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -341919.812500 Penalty: 3921.464844
	Iteration 22Q: 3 clusters Score -341919.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -341935.562500 Penalty: 3921.464844
	Iteration 23Q: 3 clusters Score -341935.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -341943.187500 Penalty: 3921.464844
	Iteration 24Q: 3 clusters Score -341943.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -341946.656250 Penalty: 3921.464844
	Iteration 25Q: 3 clusters Score -341946.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -341950.781250 Penalty: 3921.464844
	Iteration 26Q: 3 clusters Score -341950.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -341953.000000 Penalty: 3921.464844
	Iteration 27Q: 3 clusters Score -341953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -341955.093750 Penalty: 3921.464844
	Iteration 28Q: 3 clusters Score -341955.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -341955.093750 Penalty: 3921.464844
	Iteration 29F: 3 clusters Score -341955.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Entering Unmasked Estep 
Score: -831640.687500 Penalty: 2164.046631
	Iteration 0F: 2 clusters Score -831640.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -826361.500000 Penalty: 4328.093262
	Iteration 0F: 3 clusters Score -826361.5 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -827690.375000 Penalty: 4328.093262
	Iteration 1F: 3 clusters Score -827690.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -827957.437500 Penalty: 4328.093262
	Iteration 2F: 3 clusters Score -827957.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -828185.000000 Penalty: 4328.093262
	Iteration 3F: 3 clusters Score -828185 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -828361.375000 Penalty: 4328.093262
	Iteration 4Q: 3 clusters Score -828361.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -828490.875000 Penalty: 4328.093262
	Iteration 5Q: 3 clusters Score -828490.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -828605.062500 Penalty: 4328.093262
	Iteration 6Q: 3 clusters Score -828605.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -828711.812500 Penalty: 4328.093262
	Iteration 7Q: 3 clusters Score -828711.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -828811.500000 Penalty: 4328.093262
	Iteration 8Q: 3 clusters Score -828811.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -828898.812500 Penalty: 4328.093262
	Iteration 9Q: 3 clusters Score -828898.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -828971.250000 Penalty: 4328.093262
	Iteration 10Q: 3 clusters Score -828971.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -829020.687500 Penalty: 4328.093262
	Iteration 11Q: 3 clusters Score -829020.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -829062.750000 Penalty: 4328.093262
	Iteration 12Q: 3 clusters Score -829062.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -829097.812500 Penalty: 4328.093262
	Iteration 13Q: 3 clusters Score -829097.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -829128.375000 Penalty: 4328.093262
	Iteration 14Q: 3 clusters Score -829128.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -829157.437500 Penalty: 4328.093262
	Iteration 15Q: 3 clusters Score -829157.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -829184.250000 Penalty: 4328.093262
	Iteration 16Q: 3 clusters Score -829184.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -829222.875000 Penalty: 4328.093262
	Iteration 17Q: 3 clusters Score -829222.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -829257.125000 Penalty: 4328.093262
	Iteration 18Q: 3 clusters Score -829257.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -829294.375000 Penalty: 4328.093262
	Iteration 19Q: 3 clusters Score -829294.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -829325.375000 Penalty: 4328.093262
	Iteration 20F: 3 clusters Score -829325.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -829353.437500 Penalty: 4328.093262
	Iteration 21Q: 3 clusters Score -829353.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -829380.125000 Penalty: 4328.093262
	Iteration 22Q: 3 clusters Score -829380.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -829400.375000 Penalty: 4328.093262
	Iteration 23Q: 3 clusters Score -829400.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -829417.875000 Penalty: 4328.093262
	Iteration 24Q: 3 clusters Score -829417.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -829438.250000 Penalty: 4328.093262
	Iteration 25Q: 3 clusters Score -829438.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -829454.000000 Penalty: 4328.093262
	Iteration 26Q: 3 clusters Score -829454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -829474.375000 Penalty: 4328.093262
	Iteration 27Q: 3 clusters Score -829474.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -829499.437500 Penalty: 4328.093262
	Iteration 28Q: 3 clusters Score -829499.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -829524.687500 Penalty: 4328.093262
	Iteration 29Q: 3 clusters Score -829524.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -829547.062500 Penalty: 4328.093262
	Iteration 30Q: 3 clusters Score -829547.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -829562.687500 Penalty: 4328.093262
	Iteration 31Q: 3 clusters Score -829562.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -829581.812500 Penalty: 4328.093262
	Iteration 32Q: 3 clusters Score -829581.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -829598.000000 Penalty: 4328.093262
	Iteration 33Q: 3 clusters Score -829598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -829616.875000 Penalty: 4328.093262
	Iteration 34Q: 3 clusters Score -829616.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -829637.375000 Penalty: 4328.093262
	Iteration 35Q: 3 clusters Score -829637.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -829651.937500 Penalty: 4328.093262
	Iteration 36Q: 3 clusters Score -829651.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -829665.625000 Penalty: 4328.093262
	Iteration 37Q: 3 clusters Score -829665.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -829684.125000 Penalty: 4328.093262
	Iteration 38Q: 3 clusters Score -829684.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -829698.250000 Penalty: 4328.093262
	Iteration 39Q: 3 clusters Score -829698.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -829711.187500 Penalty: 4328.093262
	Iteration 40F: 3 clusters Score -829711.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -829721.625000 Penalty: 4328.093262
	Iteration 41Q: 3 clusters Score -829721.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -829733.875000 Penalty: 4328.093262
	Iteration 42Q: 3 clusters Score -829733.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -829740.437500 Penalty: 4328.093262
	Iteration 43Q: 3 clusters Score -829740.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -829743.625000 Penalty: 4328.093262
	Iteration 44Q: 3 clusters Score -829743.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -829746.687500 Penalty: 4328.093262
	Iteration 45Q: 3 clusters Score -829746.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -829748.437500 Penalty: 4328.093262
	Iteration 46Q: 3 clusters Score -829748.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -829747.875000 Penalty: 4328.093262
	Iteration 47Q: 3 clusters Score -829747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -829747.875000 Penalty: 4328.093262
	Iteration 48Q: 3 clusters Score -829747.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -829747.875000 Penalty: 4328.093262
	Iteration 49F: 3 clusters Score -829747.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -178039.406250 Penalty: 1833.986694
	Iteration 0F: 2 clusters Score -178039.4 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 786 members 
Entering Unmasked Estep 
Score: -175808.937500 Penalty: 3667.973389
	Iteration 0F: 3 clusters Score -175808.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -176390.500000 Penalty: 3667.973389
	Iteration 1F: 3 clusters Score -176390.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -176555.984375 Penalty: 3667.973389
	Iteration 2F: 3 clusters Score -176556 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -176693.468750 Penalty: 3667.973389
	Iteration 3F: 3 clusters Score -176693.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -176843.343750 Penalty: 3667.973389
	Iteration 4Q: 3 clusters Score -176843.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -177086.468750 Penalty: 3667.973389
	Iteration 5Q: 3 clusters Score -177086.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -177358.593750 Penalty: 3667.973389
	Iteration 6Q: 3 clusters Score -177358.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -177522.406250 Penalty: 3667.973389
	Iteration 7F: 3 clusters Score -177522.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -177627.093750 Penalty: 3667.973389
	Iteration 8Q: 3 clusters Score -177627.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -177692.390625 Penalty: 3667.973389
	Iteration 9Q: 3 clusters Score -177692.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -177722.062500 Penalty: 3667.973389
	Iteration 10Q: 3 clusters Score -177722.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -177743.640625 Penalty: 3667.973389
	Iteration 11Q: 3 clusters Score -177743.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -177760.359375 Penalty: 3667.973389
	Iteration 12Q: 3 clusters Score -177760.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -177771.718750 Penalty: 3667.973389
	Iteration 13Q: 3 clusters Score -177771.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -177780.890625 Penalty: 3667.973389
	Iteration 14Q: 3 clusters Score -177780.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -177790.781250 Penalty: 3667.973389
	Iteration 15Q: 3 clusters Score -177790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -177795.500000 Penalty: 3667.973389
	Iteration 16Q: 3 clusters Score -177795.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -177795.500000 Penalty: 3667.973389
	Iteration 17F: 3 clusters Score -177795.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Entering Unmasked Estep 
Score: -8614052.000000 Penalty: 2743.610107
	Iteration 0F: 2 clusters Score -8614052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -8571317.000000 Penalty: 5487.220215
	Iteration 0F: 3 clusters Score -8571317 nChanged 29730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -8588266.000000 Penalty: 5487.220215
	Iteration 1F: 3 clusters Score -8588266 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -8589201.000000 Penalty: 5487.220215
	Iteration 2Q: 3 clusters Score -8589201 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -8590424.000000 Penalty: 5487.220215
	Iteration 3Q: 3 clusters Score -8590424 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -8591936.000000 Penalty: 5487.220215
	Iteration 4Q: 3 clusters Score -8591936 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -8593981.000000 Penalty: 5487.220215
	Iteration 5F: 3 clusters Score -8593981 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -8596518.000000 Penalty: 5487.220215
	Iteration 6F: 3 clusters Score -8596518 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -8599484.000000 Penalty: 5487.220215
	Iteration 7F: 3 clusters Score -8599484 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -8602528.000000 Penalty: 5487.220215
	Iteration 8F: 3 clusters Score -8602528 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -8605200.000000 Penalty: 5487.220215
	Iteration 9F: 3 clusters Score -8605200 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -8607617.000000 Penalty: 5487.220215
	Iteration 10F: 3 clusters Score -8607617 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -8609572.000000 Penalty: 5487.220215
	Iteration 11Q: 3 clusters Score -8609572 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -8610967.000000 Penalty: 5487.220215
	Iteration 12Q: 3 clusters Score -8610967 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -8611783.000000 Penalty: 5487.220215
	Iteration 13Q: 3 clusters Score -8611783 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -8612189.000000 Penalty: 5487.220215
	Iteration 14Q: 3 clusters Score -8612189 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -8612370.000000 Penalty: 5487.220215
	Iteration 15Q: 3 clusters Score -8612370 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -8612410.000000 Penalty: 5487.220215
	Iteration 16Q: 3 clusters Score -8612410 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -8612450.000000 Penalty: 5487.220215
	Iteration 17Q: 3 clusters Score -8612450 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -8612491.000000 Penalty: 5487.220215
	Iteration 18Q: 3 clusters Score -8612491 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -8612515.000000 Penalty: 5487.220215
	Iteration 19Q: 3 clusters Score -8612515 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -8612557.000000 Penalty: 5487.220215
	Iteration 20F: 3 clusters Score -8612557 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -8612603.000000 Penalty: 5487.220215
	Iteration 21Q: 3 clusters Score -8612603 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -8612594.000000 Penalty: 5487.220215
	Iteration 22Q: 3 clusters Score -8612594 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -8612591.000000 Penalty: 5487.220215
	Iteration 23Q: 3 clusters Score -8612591 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -8612619.000000 Penalty: 5487.220215
	Iteration 24Q: 3 clusters Score -8612619 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -8612617.000000 Penalty: 5487.220215
	Iteration 25Q: 3 clusters Score -8612617 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -8612622.000000 Penalty: 5487.220215
	Iteration 26Q: 3 clusters Score -8612622 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -8612629.000000 Penalty: 5487.220215
	Iteration 27Q: 3 clusters Score -8612629 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -8612630.000000 Penalty: 5487.220215
	Iteration 28Q: 3 clusters Score -8612630 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -8612642.000000 Penalty: 5487.220215
	Iteration 29Q: 3 clusters Score -8612642 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -8612672.000000 Penalty: 5487.220215
	Iteration 30Q: 3 clusters Score -8612672 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -8612680.000000 Penalty: 5487.220215
	Iteration 31Q: 3 clusters Score -8612680 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -8612696.000000 Penalty: 5487.220215
	Iteration 32Q: 3 clusters Score -8612696 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -8612695.000000 Penalty: 5487.220215
	Iteration 33Q: 3 clusters Score -8612695 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -8612730.000000 Penalty: 5487.220215
	Iteration 34Q: 3 clusters Score -8612730 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -8612738.000000 Penalty: 5487.220215
	Iteration 35Q: 3 clusters Score -8612738 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -8612748.000000 Penalty: 5487.220215
	Iteration 36Q: 3 clusters Score -8612748 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -8612749.000000 Penalty: 5487.220215
	Iteration 37Q: 3 clusters Score -8612749 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -8612747.000000 Penalty: 5487.220215
	Iteration 38Q: 3 clusters Score -8612747 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -8612747.000000 Penalty: 5487.220215
	Iteration 39Q: 3 clusters Score -8612747 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -8612739.000000 Penalty: 5487.220215
	Iteration 40F: 3 clusters Score -8612739 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -8612754.000000 Penalty: 5487.220215
	Iteration 41Q: 3 clusters Score -8612754 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -8612778.000000 Penalty: 5487.220215
	Iteration 42Q: 3 clusters Score -8612778 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -8612774.000000 Penalty: 5487.220215
	Iteration 43Q: 3 clusters Score -8612774 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -8612796.000000 Penalty: 5487.220215
	Iteration 44Q: 3 clusters Score -8612796 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -8612804.000000 Penalty: 5487.220215
	Iteration 45Q: 3 clusters Score -8612804 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -8612798.000000 Penalty: 5487.220215
	Iteration 46Q: 3 clusters Score -8612798 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -8612823.000000 Penalty: 5487.220215
	Iteration 47Q: 3 clusters Score -8612823 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -8612821.000000 Penalty: 5487.220215
	Iteration 48Q: 3 clusters Score -8612821 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -8612832.000000 Penalty: 5487.220215
	Iteration 49Q: 3 clusters Score -8612832 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -8612861.000000 Penalty: 5487.220215
	Iteration 50Q: 3 clusters Score -8612861 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -8612850.000000 Penalty: 5487.220215
	Iteration 51Q: 3 clusters Score -8612850 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -8612872.000000 Penalty: 5487.220215
	Iteration 52Q: 3 clusters Score -8612872 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -8612860.000000 Penalty: 5487.220215
	Iteration 53Q: 3 clusters Score -8612860 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -8612850.000000 Penalty: 5487.220215
	Iteration 54Q: 3 clusters Score -8612850 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -8612857.000000 Penalty: 5487.220215
	Iteration 55Q: 3 clusters Score -8612857 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -8612868.000000 Penalty: 5487.220215
	Iteration 56Q: 3 clusters Score -8612868 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -8612885.000000 Penalty: 5487.220215
	Iteration 57Q: 3 clusters Score -8612885 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -8612869.000000 Penalty: 5487.220215
	Iteration 58Q: 3 clusters Score -8612869 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -8612875.000000 Penalty: 5487.220215
	Iteration 59Q: 3 clusters Score -8612875 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -8612870.000000 Penalty: 5487.220215
	Iteration 60F: 3 clusters Score -8612870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -8612893.000000 Penalty: 5487.220215
	Iteration 61Q: 3 clusters Score -8612893 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -8612872.000000 Penalty: 5487.220215
	Iteration 62Q: 3 clusters Score -8612872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -8612879.000000 Penalty: 5487.220215
	Iteration 63Q: 3 clusters Score -8612879 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -8612899.000000 Penalty: 5487.220215
	Iteration 64Q: 3 clusters Score -8612899 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -8612891.000000 Penalty: 5487.220215
	Iteration 65Q: 3 clusters Score -8612891 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -8612900.000000 Penalty: 5487.220215
	Iteration 66Q: 3 clusters Score -8612900 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -8612897.000000 Penalty: 5487.220215
	Iteration 67Q: 3 clusters Score -8612897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -8612893.000000 Penalty: 5487.220215
	Iteration 68Q: 3 clusters Score -8612893 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -8612900.000000 Penalty: 5487.220215
	Iteration 69Q: 3 clusters Score -8612900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -8612917.000000 Penalty: 5487.220215
	Iteration 70Q: 3 clusters Score -8612917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -8612918.000000 Penalty: 5487.220215
	Iteration 71Q: 3 clusters Score -8612918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -8612928.000000 Penalty: 5487.220215
	Iteration 72Q: 3 clusters Score -8612928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -8612909.000000 Penalty: 5487.220215
	Iteration 73Q: 3 clusters Score -8612909 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -8612911.000000 Penalty: 5487.220215
	Iteration 74Q: 3 clusters Score -8612911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -8612928.000000 Penalty: 5487.220215
	Iteration 75Q: 3 clusters Score -8612928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -8612937.000000 Penalty: 5487.220215
	Iteration 76Q: 3 clusters Score -8612937 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -8612945.000000 Penalty: 5487.220215
	Iteration 77Q: 3 clusters Score -8612945 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -8612963.000000 Penalty: 5487.220215
	Iteration 78Q: 3 clusters Score -8612963 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -8612957.000000 Penalty: 5487.220215
	Iteration 79Q: 3 clusters Score -8612957 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -8612970.000000 Penalty: 5487.220215
	Iteration 80F: 3 clusters Score -8612970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -8612970.000000 Penalty: 5487.220215
	Iteration 81Q: 3 clusters Score -8612970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -8612968.000000 Penalty: 5487.220215
	Iteration 82Q: 3 clusters Score -8612968 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -8612959.000000 Penalty: 5487.220215
	Iteration 83Q: 3 clusters Score -8612959 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -8612982.000000 Penalty: 5487.220215
	Iteration 84Q: 3 clusters Score -8612982 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -8613000.000000 Penalty: 5487.220215
	Iteration 85Q: 3 clusters Score -8613000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -8612990.000000 Penalty: 5487.220215
	Iteration 86Q: 3 clusters Score -8612990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -8612970.000000 Penalty: 5487.220215
	Iteration 87Q: 3 clusters Score -8612970 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -8612980.000000 Penalty: 5487.220215
	Iteration 88Q: 3 clusters Score -8612980 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -8612993.000000 Penalty: 5487.220215
	Iteration 89Q: 3 clusters Score -8612993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -8612988.000000 Penalty: 5487.220215
	Iteration 90Q: 3 clusters Score -8612988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -8612975.000000 Penalty: 5487.220215
	Iteration 91Q: 3 clusters Score -8612975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -8612977.000000 Penalty: 5487.220215
	Iteration 92Q: 3 clusters Score -8612977 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -8612970.000000 Penalty: 5487.220215
	Iteration 93Q: 3 clusters Score -8612970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -8612980.000000 Penalty: 5487.220215
	Iteration 94Q: 3 clusters Score -8612980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -8612982.000000 Penalty: 5487.220215
	Iteration 95Q: 3 clusters Score -8612982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -8612994.000000 Penalty: 5487.220215
	Iteration 96Q: 3 clusters Score -8612994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -8612997.000000 Penalty: 5487.220215
	Iteration 97Q: 3 clusters Score -8612997 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -8612993.000000 Penalty: 5487.220215
	Iteration 98Q: 3 clusters Score -8612993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -8612989.000000 Penalty: 5487.220215
	Iteration 99Q: 3 clusters Score -8612989 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -8612991.000000 Penalty: 5487.220215
	Iteration 100F: 3 clusters Score -8612991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -8612997.000000 Penalty: 5487.220215
	Iteration 101Q: 3 clusters Score -8612997 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -8612993.000000 Penalty: 5487.220215
	Iteration 102Q: 3 clusters Score -8612993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -8613000.000000 Penalty: 5487.220215
	Iteration 103Q: 3 clusters Score -8613000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -8612999.000000 Penalty: 5487.220215
	Iteration 104Q: 3 clusters Score -8612999 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -8613004.000000 Penalty: 5487.220215
	Iteration 105Q: 3 clusters Score -8613004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
Score: -8612992.000000 Penalty: 5487.220215
	Iteration 106Q: 3 clusters Score -8612992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -8612989.000000 Penalty: 5487.220215
	Iteration 107Q: 3 clusters Score -8612989 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -8613006.000000 Penalty: 5487.220215
	Iteration 108Q: 3 clusters Score -8613006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -8613015.000000 Penalty: 5487.220215
	Iteration 109Q: 3 clusters Score -8613015 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -8613010.000000 Penalty: 5487.220215
	Iteration 110Q: 3 clusters Score -8613010 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -8613010.000000 Penalty: 5487.220215
	Iteration 111Q: 3 clusters Score -8613010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -8613009.000000 Penalty: 5487.220215
	Iteration 112Q: 3 clusters Score -8613009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -8613018.000000 Penalty: 5487.220215
	Iteration 113Q: 3 clusters Score -8613018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -8613028.000000 Penalty: 5487.220215
	Iteration 114Q: 3 clusters Score -8613028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -8613016.000000 Penalty: 5487.220215
	Iteration 115Q: 3 clusters Score -8613016 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -8613029.000000 Penalty: 5487.220215
	Iteration 116Q: 3 clusters Score -8613029 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -8613042.000000 Penalty: 5487.220215
	Iteration 117Q: 3 clusters Score -8613042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -8613035.000000 Penalty: 5487.220215
	Iteration 118Q: 3 clusters Score -8613035 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -8613037.000000 Penalty: 5487.220215
	Iteration 119Q: 3 clusters Score -8613037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -8613043.000000 Penalty: 5487.220215
	Iteration 120F: 3 clusters Score -8613043 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -8613060.000000 Penalty: 5487.220215
	Iteration 121Q: 3 clusters Score -8613060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -8613066.000000 Penalty: 5487.220215
	Iteration 122Q: 3 clusters Score -8613066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -8613071.000000 Penalty: 5487.220215
	Iteration 123Q: 3 clusters Score -8613071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -8613062.000000 Penalty: 5487.220215
	Iteration 124Q: 3 clusters Score -8613062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 50237 members 
Entering Unmasked Estep 
Score: -8613074.000000 Penalty: 5487.220215
	Iteration 125Q: 3 clusters Score -8613074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -8613066.000000 Penalty: 5487.220215
	Iteration 126Q: 3 clusters Score -8613066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -8613056.000000 Penalty: 5487.220215
	Iteration 127Q: 3 clusters Score -8613056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -8613070.000000 Penalty: 5487.220215
	Iteration 128Q: 3 clusters Score -8613070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -8613058.000000 Penalty: 5487.220215
	Iteration 129Q: 3 clusters Score -8613058 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -8613054.000000 Penalty: 5487.220215
	Iteration 130Q: 3 clusters Score -8613054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -8613058.000000 Penalty: 5487.220215
	Iteration 131Q: 3 clusters Score -8613058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -8613046.000000 Penalty: 5487.220215
	Iteration 132Q: 3 clusters Score -8613046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -8613068.000000 Penalty: 5487.220215
	Iteration 133Q: 3 clusters Score -8613068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -8613068.000000 Penalty: 5487.220215
	Iteration 134Q: 3 clusters Score -8613068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -8613063.000000 Penalty: 5487.220215
	Iteration 135Q: 3 clusters Score -8613063 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -8613066.000000 Penalty: 5487.220215
	Iteration 136Q: 3 clusters Score -8613066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -8613054.000000 Penalty: 5487.220215
	Iteration 137Q: 3 clusters Score -8613054 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -8613072.000000 Penalty: 5487.220215
	Iteration 138Q: 3 clusters Score -8613072 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -8613084.000000 Penalty: 5487.220215
	Iteration 139Q: 3 clusters Score -8613084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -8613082.000000 Penalty: 5487.220215
	Iteration 140F: 3 clusters Score -8613082 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -8613093.000000 Penalty: 5487.220215
	Iteration 141Q: 3 clusters Score -8613093 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -8613093.000000 Penalty: 5487.220215
	Iteration 142Q: 3 clusters Score -8613093 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -8613092.000000 Penalty: 5487.220215
	Iteration 143Q: 3 clusters Score -8613092 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -8613097.000000 Penalty: 5487.220215
	Iteration 144Q: 3 clusters Score -8613097 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -8613085.000000 Penalty: 5487.220215
	Iteration 145Q: 3 clusters Score -8613085 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -8613094.000000 Penalty: 5487.220215
	Iteration 146Q: 3 clusters Score -8613094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -8613115.000000 Penalty: 5487.220215
	Iteration 147Q: 3 clusters Score -8613115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -8613109.000000 Penalty: 5487.220215
	Iteration 148Q: 3 clusters Score -8613109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -8613126.000000 Penalty: 5487.220215
	Iteration 149Q: 3 clusters Score -8613126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -8613125.000000 Penalty: 5487.220215
	Iteration 150Q: 3 clusters Score -8613125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -8613115.000000 Penalty: 5487.220215
	Iteration 151Q: 3 clusters Score -8613115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -8613120.000000 Penalty: 5487.220215
	Iteration 152Q: 3 clusters Score -8613120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -8613124.000000 Penalty: 5487.220215
	Iteration 153Q: 3 clusters Score -8613124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -8613116.000000 Penalty: 5487.220215
	Iteration 154Q: 3 clusters Score -8613116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -8613118.000000 Penalty: 5487.220215
	Iteration 155Q: 3 clusters Score -8613118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -8613110.000000 Penalty: 5487.220215
	Iteration 156Q: 3 clusters Score -8613110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -8613125.000000 Penalty: 5487.220215
	Iteration 157Q: 3 clusters Score -8613125 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -8613132.000000 Penalty: 5487.220215
	Iteration 158Q: 3 clusters Score -8613132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -8613128.000000 Penalty: 5487.220215
	Iteration 159Q: 3 clusters Score -8613128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
Score: -8613145.000000 Penalty: 5487.220215
	Iteration 160F: 3 clusters Score -8613145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -8613130.000000 Penalty: 5487.220215
	Iteration 161Q: 3 clusters Score -8613130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -8613157.000000 Penalty: 5487.220215
	Iteration 162Q: 3 clusters Score -8613157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -8613154.000000 Penalty: 5487.220215
	Iteration 163Q: 3 clusters Score -8613154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -8613150.000000 Penalty: 5487.220215
	Iteration 164Q: 3 clusters Score -8613150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -8613147.000000 Penalty: 5487.220215
	Iteration 165Q: 3 clusters Score -8613147 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -8613159.000000 Penalty: 5487.220215
	Iteration 166Q: 3 clusters Score -8613159 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -8613155.000000 Penalty: 5487.220215
	Iteration 167Q: 3 clusters Score -8613155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -8613154.000000 Penalty: 5487.220215
	Iteration 168Q: 3 clusters Score -8613154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -8613152.000000 Penalty: 5487.220215
	Iteration 169Q: 3 clusters Score -8613152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -8613161.000000 Penalty: 5487.220215
	Iteration 170Q: 3 clusters Score -8613161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -8613168.000000 Penalty: 5487.220215
	Iteration 171Q: 3 clusters Score -8613168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -8613179.000000 Penalty: 5487.220215
	Iteration 172Q: 3 clusters Score -8613179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -8613178.000000 Penalty: 5487.220215
	Iteration 173Q: 3 clusters Score -8613178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -8613164.000000 Penalty: 5487.220215
	Iteration 174Q: 3 clusters Score -8613164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -8613167.000000 Penalty: 5487.220215
	Iteration 175Q: 3 clusters Score -8613167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -8613176.000000 Penalty: 5487.220215
	Iteration 176Q: 3 clusters Score -8613176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -8613166.000000 Penalty: 5487.220215
	Iteration 177Q: 3 clusters Score -8613166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -8613163.000000 Penalty: 5487.220215
	Iteration 178Q: 3 clusters Score -8613163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -8613168.000000 Penalty: 5487.220215
	Iteration 179Q: 3 clusters Score -8613168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -8613189.000000 Penalty: 5487.220215
	Iteration 180F: 3 clusters Score -8613189 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -8613199.000000 Penalty: 5487.220215
	Iteration 181Q: 3 clusters Score -8613199 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -8613208.000000 Penalty: 5487.220215
	Iteration 182Q: 3 clusters Score -8613208 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -8613216.000000 Penalty: 5487.220215
	Iteration 183Q: 3 clusters Score -8613216 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -8613236.000000 Penalty: 5487.220215
	Iteration 184Q: 3 clusters Score -8613236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -8613236.000000 Penalty: 5487.220215
	Iteration 185Q: 3 clusters Score -8613236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -8613208.000000 Penalty: 5487.220215
	Iteration 186Q: 3 clusters Score -8613208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -8613219.000000 Penalty: 5487.220215
	Iteration 187Q: 3 clusters Score -8613219 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
Score: -8613221.000000 Penalty: 5487.220215
	Iteration 188Q: 3 clusters Score -8613221 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -8613220.000000 Penalty: 5487.220215
	Iteration 189Q: 3 clusters Score -8613220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 52465 members 
Entering Unmasked Estep 
Score: -8613217.000000 Penalty: 5487.220215
	Iteration 190Q: 3 clusters Score -8613217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 52489 members 
Entering Unmasked Estep 
Score: -8613207.000000 Penalty: 5487.220215
	Iteration 191Q: 3 clusters Score -8613207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -8613212.000000 Penalty: 5487.220215
	Iteration 192Q: 3 clusters Score -8613212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -8613212.000000 Penalty: 5487.220215
	Iteration 193Q: 3 clusters Score -8613212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -8613212.000000 Penalty: 5487.220215
	Iteration 194Q: 3 clusters Score -8613212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -8613209.000000 Penalty: 5487.220215
	Iteration 195Q: 3 clusters Score -8613209 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -8613186.000000 Penalty: 5487.220215
	Iteration 196Q: 3 clusters Score -8613186 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -8613188.000000 Penalty: 5487.220215
	Iteration 197Q: 3 clusters Score -8613188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -8613182.000000 Penalty: 5487.220215
	Iteration 198Q: 3 clusters Score -8613182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -8613181.000000 Penalty: 5487.220215
	Iteration 199Q: 3 clusters Score -8613181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -8613182.000000 Penalty: 5487.220215
	Iteration 200F: 3 clusters Score -8613182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -8613190.000000 Penalty: 5487.220215
	Iteration 201Q: 3 clusters Score -8613190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -8613183.000000 Penalty: 5487.220215
	Iteration 202Q: 3 clusters Score -8613183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -8613191.000000 Penalty: 5487.220215
	Iteration 203Q: 3 clusters Score -8613191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -8613185.000000 Penalty: 5487.220215
	Iteration 204Q: 3 clusters Score -8613185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -8613188.000000 Penalty: 5487.220215
	Iteration 205Q: 3 clusters Score -8613188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -8613194.000000 Penalty: 5487.220215
	Iteration 206Q: 3 clusters Score -8613194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -8613188.000000 Penalty: 5487.220215
	Iteration 207Q: 3 clusters Score -8613188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -8613183.000000 Penalty: 5487.220215
	Iteration 208Q: 3 clusters Score -8613183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -8613182.000000 Penalty: 5487.220215
	Iteration 209Q: 3 clusters Score -8613182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 52986 members 
Entering Unmasked Estep 
Score: -8613189.000000 Penalty: 5487.220215
	Iteration 210Q: 3 clusters Score -8613189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -8613182.000000 Penalty: 5487.220215
	Iteration 211Q: 3 clusters Score -8613182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -8613190.000000 Penalty: 5487.220215
	Iteration 212Q: 3 clusters Score -8613190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -8613197.000000 Penalty: 5487.220215
	Iteration 213Q: 3 clusters Score -8613197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -8613193.000000 Penalty: 5487.220215
	Iteration 214Q: 3 clusters Score -8613193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -8613195.000000 Penalty: 5487.220215
	Iteration 215Q: 3 clusters Score -8613195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -8613190.000000 Penalty: 5487.220215
	Iteration 216Q: 3 clusters Score -8613190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -8613190.000000 Penalty: 5487.220215
	Iteration 217Q: 3 clusters Score -8613190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -8613185.000000 Penalty: 5487.220215
	Iteration 218Q: 3 clusters Score -8613185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -8613184.000000 Penalty: 5487.220215
	Iteration 219Q: 3 clusters Score -8613184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
Score: -8613183.000000 Penalty: 5487.220215
	Iteration 220F: 3 clusters Score -8613183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -8613190.000000 Penalty: 5487.220215
	Iteration 221Q: 3 clusters Score -8613190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -8613185.000000 Penalty: 5487.220215
	Iteration 222Q: 3 clusters Score -8613185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -8613189.000000 Penalty: 5487.220215
	Iteration 223Q: 3 clusters Score -8613189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -8613195.000000 Penalty: 5487.220215
	Iteration 224Q: 3 clusters Score -8613195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -8613191.000000 Penalty: 5487.220215
	Iteration 225Q: 3 clusters Score -8613191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -8613194.000000 Penalty: 5487.220215
	Iteration 226Q: 3 clusters Score -8613194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 53079 members 
Entering Unmasked Estep 
Score: -8613193.000000 Penalty: 5487.220215
	Iteration 227Q: 3 clusters Score -8613193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 53086 members 
Entering Unmasked Estep 
Score: -8613209.000000 Penalty: 5487.220215
	Iteration 228Q: 3 clusters Score -8613209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
Score: -8613206.000000 Penalty: 5487.220215
	Iteration 229Q: 3 clusters Score -8613206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -8613211.000000 Penalty: 5487.220215
	Iteration 230Q: 3 clusters Score -8613211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 53106 members 
Entering Unmasked Estep 
Score: -8613209.000000 Penalty: 5487.220215
	Iteration 231Q: 3 clusters Score -8613209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -8613217.000000 Penalty: 5487.220215
	Iteration 232Q: 3 clusters Score -8613217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -8613219.000000 Penalty: 5487.220215
	Iteration 233Q: 3 clusters Score -8613219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -8613215.000000 Penalty: 5487.220215
	Iteration 234Q: 3 clusters Score -8613215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -8613215.000000 Penalty: 5487.220215
	Iteration 235Q: 3 clusters Score -8613215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -8613214.000000 Penalty: 5487.220215
	Iteration 236Q: 3 clusters Score -8613214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -8613213.000000 Penalty: 5487.220215
	Iteration 237Q: 3 clusters Score -8613213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -8613208.000000 Penalty: 5487.220215
	Iteration 238Q: 3 clusters Score -8613208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -8613208.000000 Penalty: 5487.220215
	Iteration 239F: 3 clusters Score -8613208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Entering Unmasked Estep 
Score: -1635624.500000 Penalty: 2336.228516
	Iteration 0F: 2 clusters Score -1635624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1626517.500000 Penalty: 4672.457031
	Iteration 0F: 3 clusters Score -1626518 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1629283.500000 Penalty: 4672.457031
	Iteration 1F: 3 clusters Score -1629284 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1629750.250000 Penalty: 4672.457031
	Iteration 2F: 3 clusters Score -1629750 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1630285.625000 Penalty: 4672.457031
	Iteration 3F: 3 clusters Score -1630286 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1630856.250000 Penalty: 4672.457031
	Iteration 4F: 3 clusters Score -1630856 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1631414.750000 Penalty: 4672.457031
	Iteration 5F: 3 clusters Score -1631415 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1631993.875000 Penalty: 4672.457031
	Iteration 6F: 3 clusters Score -1631994 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1632509.750000 Penalty: 4672.457031
	Iteration 7F: 3 clusters Score -1632510 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1632917.500000 Penalty: 4672.457031
	Iteration 8F: 3 clusters Score -1632918 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1633208.750000 Penalty: 4672.457031
	Iteration 9Q: 3 clusters Score -1633209 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1633401.750000 Penalty: 4672.457031
	Iteration 10Q: 3 clusters Score -1633402 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1633521.375000 Penalty: 4672.457031
	Iteration 11Q: 3 clusters Score -1633521 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1633619.875000 Penalty: 4672.457031
	Iteration 12Q: 3 clusters Score -1633620 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1633702.375000 Penalty: 4672.457031
	Iteration 13Q: 3 clusters Score -1633702 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1633783.875000 Penalty: 4672.457031
	Iteration 14Q: 3 clusters Score -1633784 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1633862.125000 Penalty: 4672.457031
	Iteration 15Q: 3 clusters Score -1633862 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1633952.250000 Penalty: 4672.457031
	Iteration 16Q: 3 clusters Score -1633952 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1634068.625000 Penalty: 4672.457031
	Iteration 17Q: 3 clusters Score -1634069 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1634159.625000 Penalty: 4672.457031
	Iteration 18Q: 3 clusters Score -1634160 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1634235.250000 Penalty: 4672.457031
	Iteration 19Q: 3 clusters Score -1634235 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1634307.625000 Penalty: 4672.457031
	Iteration 20F: 3 clusters Score -1634308 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1634381.375000 Penalty: 4672.457031
	Iteration 21Q: 3 clusters Score -1634381 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1634443.125000 Penalty: 4672.457031
	Iteration 22Q: 3 clusters Score -1634443 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1634487.500000 Penalty: 4672.457031
	Iteration 23Q: 3 clusters Score -1634488 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1634524.000000 Penalty: 4672.457031
	Iteration 24Q: 3 clusters Score -1634524 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1634544.000000 Penalty: 4672.457031
	Iteration 25Q: 3 clusters Score -1634544 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1634564.750000 Penalty: 4672.457031
	Iteration 26Q: 3 clusters Score -1634565 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1634578.125000 Penalty: 4672.457031
	Iteration 27Q: 3 clusters Score -1634578 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1634591.000000 Penalty: 4672.457031
	Iteration 28Q: 3 clusters Score -1634591 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1634601.000000 Penalty: 4672.457031
	Iteration 29Q: 3 clusters Score -1634601 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1634611.250000 Penalty: 4672.457031
	Iteration 30Q: 3 clusters Score -1634611 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1634620.250000 Penalty: 4672.457031
	Iteration 31Q: 3 clusters Score -1634620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1634625.875000 Penalty: 4672.457031
	Iteration 32Q: 3 clusters Score -1634626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1634627.625000 Penalty: 4672.457031
	Iteration 33Q: 3 clusters Score -1634628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1634630.125000 Penalty: 4672.457031
	Iteration 34Q: 3 clusters Score -1634630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1634632.000000 Penalty: 4672.457031
	Iteration 35Q: 3 clusters Score -1634632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1634633.750000 Penalty: 4672.457031
	Iteration 36Q: 3 clusters Score -1634634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1634631.750000 Penalty: 4672.457031
	Iteration 37Q: 3 clusters Score -1634632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1634641.625000 Penalty: 4672.457031
	Iteration 38Q: 3 clusters Score -1634642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1634648.750000 Penalty: 4672.457031
	Iteration 39Q: 3 clusters Score -1634649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1634646.375000 Penalty: 4672.457031
	Iteration 40F: 3 clusters Score -1634646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1634648.750000 Penalty: 4672.457031
	Iteration 41Q: 3 clusters Score -1634649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1634654.375000 Penalty: 4672.457031
	Iteration 42Q: 3 clusters Score -1634654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1634657.000000 Penalty: 4672.457031
	Iteration 43Q: 3 clusters Score -1634657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1634653.000000 Penalty: 4672.457031
	Iteration 44Q: 3 clusters Score -1634653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1634652.500000 Penalty: 4672.457031
	Iteration 45Q: 3 clusters Score -1634652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1634652.500000 Penalty: 4672.457031
	Iteration 46F: 3 clusters Score -1634652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Entering Unmasked Estep 
Score: -4020505.750000 Penalty: 2569.231445
	Iteration 0F: 2 clusters Score -4020506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -3998881.750000 Penalty: 5138.462891
	Iteration 0F: 3 clusters Score -3998882 nChanged 14344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -4006983.000000 Penalty: 5138.462891
	Iteration 1F: 3 clusters Score -4006983 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -4007928.000000 Penalty: 5138.462891
	Iteration 2F: 3 clusters Score -4007928 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -4009053.000000 Penalty: 5138.462891
	Iteration 3F: 3 clusters Score -4009053 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -4010391.500000 Penalty: 5138.462891
	Iteration 4F: 3 clusters Score -4010392 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -4011817.500000 Penalty: 5138.462891
	Iteration 5F: 3 clusters Score -4011818 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -4013297.000000 Penalty: 5138.462891
	Iteration 6F: 3 clusters Score -4013297 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -4014848.000000 Penalty: 5138.462891
	Iteration 7F: 3 clusters Score -4014848 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -4016190.750000 Penalty: 5138.462891
	Iteration 8Q: 3 clusters Score -4016191 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -4017199.250000 Penalty: 5138.462891
	Iteration 9Q: 3 clusters Score -4017199 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -4017830.000000 Penalty: 5138.462891
	Iteration 10Q: 3 clusters Score -4017830 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -4018249.500000 Penalty: 5138.462891
	Iteration 11Q: 3 clusters Score -4018250 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -4018483.250000 Penalty: 5138.462891
	Iteration 12Q: 3 clusters Score -4018483 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -4018632.250000 Penalty: 5138.462891
	Iteration 13Q: 3 clusters Score -4018632 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -4018726.500000 Penalty: 5138.462891
	Iteration 14Q: 3 clusters Score -4018726 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -4018792.250000 Penalty: 5138.462891
	Iteration 15Q: 3 clusters Score -4018792 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -4018839.250000 Penalty: 5138.462891
	Iteration 16Q: 3 clusters Score -4018839 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -4018882.000000 Penalty: 5138.462891
	Iteration 17Q: 3 clusters Score -4018882 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -4018919.750000 Penalty: 5138.462891
	Iteration 18Q: 3 clusters Score -4018920 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -4018944.500000 Penalty: 5138.462891
	Iteration 19Q: 3 clusters Score -4018944 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -4018970.750000 Penalty: 5138.462891
	Iteration 20F: 3 clusters Score -4018971 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -4018977.750000 Penalty: 5138.462891
	Iteration 21Q: 3 clusters Score -4018978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -4018989.750000 Penalty: 5138.462891
	Iteration 22Q: 3 clusters Score -4018990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -4019002.500000 Penalty: 5138.462891
	Iteration 23Q: 3 clusters Score -4019002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -4019018.750000 Penalty: 5138.462891
	Iteration 24Q: 3 clusters Score -4019019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -4019022.500000 Penalty: 5138.462891
	Iteration 25Q: 3 clusters Score -4019022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -4019030.500000 Penalty: 5138.462891
	Iteration 26Q: 3 clusters Score -4019030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -4019045.000000 Penalty: 5138.462891
	Iteration 27Q: 3 clusters Score -4019045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -4019044.250000 Penalty: 5138.462891
	Iteration 28Q: 3 clusters Score -4019044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -4019044.250000 Penalty: 5138.462891
	Iteration 29Q: 3 clusters Score -4019044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -4019041.250000 Penalty: 5138.462891
	Iteration 30Q: 3 clusters Score -4019041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -4019043.500000 Penalty: 5138.462891
	Iteration 31Q: 3 clusters Score -4019044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -4019049.250000 Penalty: 5138.462891
	Iteration 32Q: 3 clusters Score -4019049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -4019050.000000 Penalty: 5138.462891
	Iteration 33Q: 3 clusters Score -4019050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -4019043.750000 Penalty: 5138.462891
	Iteration 34Q: 3 clusters Score -4019044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -4019047.750000 Penalty: 5138.462891
	Iteration 35Q: 3 clusters Score -4019048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -4019054.250000 Penalty: 5138.462891
	Iteration 36Q: 3 clusters Score -4019054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -4019064.500000 Penalty: 5138.462891
	Iteration 37Q: 3 clusters Score -4019064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -4019063.750000 Penalty: 5138.462891
	Iteration 38Q: 3 clusters Score -4019064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -4019065.750000 Penalty: 5138.462891
	Iteration 39Q: 3 clusters Score -4019066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -4019068.750000 Penalty: 5138.462891
	Iteration 40F: 3 clusters Score -4019069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (158113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158113 members 
Entering Unmasked Estep 
Score: -21649114.000000 Penalty: 2968.824219
	Iteration 0F: 2 clusters Score -2.164911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 78968 members 
Entering Unmasked Estep 
Score: -21546914.000000 Penalty: 5937.648438
	Iteration 0F: 3 clusters Score -2.154691e+07 nChanged 75373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80550 members 
Mstep: Class 2 contains 77563 members 
Entering Unmasked Estep 
Score: -21590404.000000 Penalty: 5937.648438
	Iteration 1F: 3 clusters Score -2.15904e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 76714 members 
Entering Unmasked Estep 
Score: -21591466.000000 Penalty: 5937.648438
	Iteration 2Q: 3 clusters Score -2.159147e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82803 members 
Mstep: Class 2 contains 75310 members 
Entering Unmasked Estep 
Score: -21592660.000000 Penalty: 5937.648438
	Iteration 3Q: 3 clusters Score -2.159266e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85098 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -21594090.000000 Penalty: 5937.648438
	Iteration 4Q: 3 clusters Score -2.159409e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88552 members 
Mstep: Class 2 contains 69561 members 
Entering Unmasked Estep 
Score: -21596302.000000 Penalty: 5937.648438
	Iteration 5Q: 3 clusters Score -2.15963e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93808 members 
Mstep: Class 2 contains 64305 members 
Entering Unmasked Estep 
Score: -21599716.000000 Penalty: 5937.648438
	Iteration 6Q: 3 clusters Score -2.159972e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101276 members 
Mstep: Class 2 contains 56837 members 
Entering Unmasked Estep 
Score: -21605404.000000 Penalty: 5937.648438
	Iteration 7F: 3 clusters Score -2.16054e+07 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110883 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -21613564.000000 Penalty: 5937.648438
	Iteration 8F: 3 clusters Score -2.161356e+07 nChanged 11713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121066 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -21622410.000000 Penalty: 5937.648438
	Iteration 9F: 3 clusters Score -2.162241e+07 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129695 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -21630202.000000 Penalty: 5937.648438
	Iteration 10F: 3 clusters Score -2.16302e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135887 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -21635988.000000 Penalty: 5937.648438
	Iteration 11Q: 3 clusters Score -2.163599e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139896 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -21640112.000000 Penalty: 5937.648438
	Iteration 12Q: 3 clusters Score -2.164011e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142249 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -21642580.000000 Penalty: 5937.648438
	Iteration 13Q: 3 clusters Score -2.164258e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143772 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -21643568.000000 Penalty: 5937.648438
	Iteration 14Q: 3 clusters Score -2.164357e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144904 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -21644174.000000 Penalty: 5937.648438
	Iteration 15Q: 3 clusters Score -2.164417e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145858 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -21644498.000000 Penalty: 5937.648438
	Iteration 16Q: 3 clusters Score -2.16445e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146698 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -21644702.000000 Penalty: 5937.648438
	Iteration 17Q: 3 clusters Score -2.16447e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147488 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -21644952.000000 Penalty: 5937.648438
	Iteration 18Q: 3 clusters Score -2.164495e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148204 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -21645184.000000 Penalty: 5937.648438
	Iteration 19Q: 3 clusters Score -2.164518e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148818 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -21645362.000000 Penalty: 5937.648438
	Iteration 20F: 3 clusters Score -2.164536e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149369 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -21645544.000000 Penalty: 5937.648438
	Iteration 21Q: 3 clusters Score -2.164554e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149873 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -21645642.000000 Penalty: 5937.648438
	Iteration 22Q: 3 clusters Score -2.164564e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150313 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -21645752.000000 Penalty: 5937.648438
	Iteration 23Q: 3 clusters Score -2.164575e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150744 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -21645856.000000 Penalty: 5937.648438
	Iteration 24Q: 3 clusters Score -2.164586e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151128 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -21645962.000000 Penalty: 5937.648438
	Iteration 25Q: 3 clusters Score -2.164596e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151479 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -21646052.000000 Penalty: 5937.648438
	Iteration 26Q: 3 clusters Score -2.164605e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151832 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -21646178.000000 Penalty: 5937.648438
	Iteration 27Q: 3 clusters Score -2.164618e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152153 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -21646244.000000 Penalty: 5937.648438
	Iteration 28Q: 3 clusters Score -2.164624e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152452 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -21646308.000000 Penalty: 5937.648438
	Iteration 29Q: 3 clusters Score -2.164631e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152727 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -21646412.000000 Penalty: 5937.648438
	Iteration 30Q: 3 clusters Score -2.164641e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152952 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -21646450.000000 Penalty: 5937.648438
	Iteration 31Q: 3 clusters Score -2.164645e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153150 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -21646492.000000 Penalty: 5937.648438
	Iteration 32Q: 3 clusters Score -2.164649e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153364 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -21646542.000000 Penalty: 5937.648438
	Iteration 33Q: 3 clusters Score -2.164654e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153545 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -21646592.000000 Penalty: 5937.648438
	Iteration 34Q: 3 clusters Score -2.164659e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153728 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -21646612.000000 Penalty: 5937.648438
	Iteration 35Q: 3 clusters Score -2.164661e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153917 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -21646674.000000 Penalty: 5937.648438
	Iteration 36Q: 3 clusters Score -2.164667e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154080 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -21646752.000000 Penalty: 5937.648438
	Iteration 37Q: 3 clusters Score -2.164675e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154248 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -21646776.000000 Penalty: 5937.648438
	Iteration 38Q: 3 clusters Score -2.164678e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154396 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -21646798.000000 Penalty: 5937.648438
	Iteration 39Q: 3 clusters Score -2.16468e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154518 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -21646852.000000 Penalty: 5937.648438
	Iteration 40F: 3 clusters Score -2.164685e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154640 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -21646904.000000 Penalty: 5937.648438
	Iteration 41Q: 3 clusters Score -2.16469e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154752 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -21646902.000000 Penalty: 5937.648438
	Iteration 42Q: 3 clusters Score -2.16469e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154859 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -21646910.000000 Penalty: 5937.648438
	Iteration 43Q: 3 clusters Score -2.164691e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154958 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -21646930.000000 Penalty: 5937.648438
	Iteration 44Q: 3 clusters Score -2.164693e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155036 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -21646922.000000 Penalty: 5937.648438
	Iteration 45Q: 3 clusters Score -2.164692e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155094 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -21646974.000000 Penalty: 5937.648438
	Iteration 46Q: 3 clusters Score -2.164697e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155154 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -21646964.000000 Penalty: 5937.648438
	Iteration 47Q: 3 clusters Score -2.164696e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155224 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -21646982.000000 Penalty: 5937.648438
	Iteration 48Q: 3 clusters Score -2.164698e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155280 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -21647008.000000 Penalty: 5937.648438
	Iteration 49Q: 3 clusters Score -2.164701e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155330 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -21647000.000000 Penalty: 5937.648438
	Iteration 50Q: 3 clusters Score -2.1647e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155380 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -21647018.000000 Penalty: 5937.648438
	Iteration 51Q: 3 clusters Score -2.164702e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155443 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -21647052.000000 Penalty: 5937.648438
	Iteration 52Q: 3 clusters Score -2.164705e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155495 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -21647042.000000 Penalty: 5937.648438
	Iteration 53Q: 3 clusters Score -2.164704e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155537 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -21647030.000000 Penalty: 5937.648438
	Iteration 54Q: 3 clusters Score -2.164703e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155580 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -21647012.000000 Penalty: 5937.648438
	Iteration 55Q: 3 clusters Score -2.164701e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155624 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -21647046.000000 Penalty: 5937.648438
	Iteration 56Q: 3 clusters Score -2.164705e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155658 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -21647042.000000 Penalty: 5937.648438
	Iteration 57Q: 3 clusters Score -2.164704e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155691 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -21647058.000000 Penalty: 5937.648438
	Iteration 58Q: 3 clusters Score -2.164706e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155728 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -21647046.000000 Penalty: 5937.648438
	Iteration 59Q: 3 clusters Score -2.164705e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155760 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -21647076.000000 Penalty: 5937.648438
	Iteration 60F: 3 clusters Score -2.164708e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155784 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -21647058.000000 Penalty: 5937.648438
	Iteration 61Q: 3 clusters Score -2.164706e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155809 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -21647076.000000 Penalty: 5937.648438
	Iteration 62Q: 3 clusters Score -2.164708e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155832 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -21647084.000000 Penalty: 5937.648438
	Iteration 63Q: 3 clusters Score -2.164708e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155853 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -21647082.000000 Penalty: 5937.648438
	Iteration 64Q: 3 clusters Score -2.164708e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155880 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -21647064.000000 Penalty: 5937.648438
	Iteration 65Q: 3 clusters Score -2.164706e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155897 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -21647066.000000 Penalty: 5937.648438
	Iteration 66Q: 3 clusters Score -2.164707e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155914 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -21647076.000000 Penalty: 5937.648438
	Iteration 67Q: 3 clusters Score -2.164708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155927 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -21647068.000000 Penalty: 5937.648438
	Iteration 68Q: 3 clusters Score -2.164707e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155942 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -21647072.000000 Penalty: 5937.648438
	Iteration 69Q: 3 clusters Score -2.164707e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155954 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -21647072.000000 Penalty: 5937.648438
	Iteration 70Q: 3 clusters Score -2.164707e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155973 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -21647082.000000 Penalty: 5937.648438
	Iteration 71Q: 3 clusters Score -2.164708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155983 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -21647084.000000 Penalty: 5937.648438
	Iteration 72Q: 3 clusters Score -2.164708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155998 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -21647088.000000 Penalty: 5937.648438
	Iteration 73Q: 3 clusters Score -2.164709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156016 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -21647088.000000 Penalty: 5937.648438
	Iteration 74Q: 3 clusters Score -2.164709e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156032 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -21647100.000000 Penalty: 5937.648438
	Iteration 75Q: 3 clusters Score -2.16471e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156045 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -21647092.000000 Penalty: 5937.648438
	Iteration 76Q: 3 clusters Score -2.164709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156053 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -21647106.000000 Penalty: 5937.648438
	Iteration 77Q: 3 clusters Score -2.164711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156058 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -21647110.000000 Penalty: 5937.648438
	Iteration 78Q: 3 clusters Score -2.164711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156065 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -21647110.000000 Penalty: 5937.648438
	Iteration 79Q: 3 clusters Score -2.164711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156072 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -21647100.000000 Penalty: 5937.648438
	Iteration 80F: 3 clusters Score -2.16471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156077 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -21647098.000000 Penalty: 5937.648438
	Iteration 81Q: 3 clusters Score -2.16471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156086 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -21647098.000000 Penalty: 5937.648438
	Iteration 82Q: 3 clusters Score -2.16471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156090 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -21647098.000000 Penalty: 5937.648438
	Iteration 83Q: 3 clusters Score -2.16471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156096 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -21647108.000000 Penalty: 5937.648438
	Iteration 84Q: 3 clusters Score -2.164711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156102 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -21647110.000000 Penalty: 5937.648438
	Iteration 85Q: 3 clusters Score -2.164711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156112 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -21647106.000000 Penalty: 5937.648438
	Iteration 86Q: 3 clusters Score -2.164711e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156125 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -21647110.000000 Penalty: 5937.648438
	Iteration 87Q: 3 clusters Score -2.164711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156139 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -21647108.000000 Penalty: 5937.648438
	Iteration 88Q: 3 clusters Score -2.164711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156147 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -21647114.000000 Penalty: 5937.648438
	Iteration 89Q: 3 clusters Score -2.164711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156150 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -21647110.000000 Penalty: 5937.648438
	Iteration 90Q: 3 clusters Score -2.164711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156156 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -21647122.000000 Penalty: 5937.648438
	Iteration 91Q: 3 clusters Score -2.164712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156156 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -21647120.000000 Penalty: 5937.648438
	Iteration 92Q: 3 clusters Score -2.164712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156158 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -21647124.000000 Penalty: 5937.648438
	Iteration 93Q: 3 clusters Score -2.164712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156159 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -21647120.000000 Penalty: 5937.648438
	Iteration 94Q: 3 clusters Score -2.164712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156160 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -21647114.000000 Penalty: 5937.648438
	Iteration 95Q: 3 clusters Score -2.164711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156160 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -21647114.000000 Penalty: 5937.648438
	Iteration 96F: 3 clusters Score -2.164711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Entering Unmasked Estep 
Score: -2333062.500000 Penalty: 2437.560303
	Iteration 0F: 2 clusters Score -2333062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2319867.500000 Penalty: 4875.120605
	Iteration 0F: 3 clusters Score -2319868 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2324399.000000 Penalty: 4875.120605
	Iteration 1F: 3 clusters Score -2324399 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2325040.000000 Penalty: 4875.120605
	Iteration 2F: 3 clusters Score -2325040 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2325783.250000 Penalty: 4875.120605
	Iteration 3F: 3 clusters Score -2325783 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2326574.000000 Penalty: 4875.120605
	Iteration 4F: 3 clusters Score -2326574 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2327345.750000 Penalty: 4875.120605
	Iteration 5F: 3 clusters Score -2327346 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2327988.250000 Penalty: 4875.120605
	Iteration 6F: 3 clusters Score -2327988 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2328413.000000 Penalty: 4875.120605
	Iteration 7Q: 3 clusters Score -2328413 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2328709.750000 Penalty: 4875.120605
	Iteration 8Q: 3 clusters Score -2328710 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2328943.750000 Penalty: 4875.120605
	Iteration 9Q: 3 clusters Score -2328944 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2329121.250000 Penalty: 4875.120605
	Iteration 10Q: 3 clusters Score -2329121 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2329241.000000 Penalty: 4875.120605
	Iteration 11Q: 3 clusters Score -2329241 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2329329.750000 Penalty: 4875.120605
	Iteration 12Q: 3 clusters Score -2329330 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2329423.750000 Penalty: 4875.120605
	Iteration 13Q: 3 clusters Score -2329424 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2329480.000000 Penalty: 4875.120605
	Iteration 14Q: 3 clusters Score -2329480 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2329542.500000 Penalty: 4875.120605
	Iteration 15Q: 3 clusters Score -2329542 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2329611.250000 Penalty: 4875.120605
	Iteration 16Q: 3 clusters Score -2329611 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2329673.000000 Penalty: 4875.120605
	Iteration 17Q: 3 clusters Score -2329673 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2329731.500000 Penalty: 4875.120605
	Iteration 18Q: 3 clusters Score -2329732 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2329798.000000 Penalty: 4875.120605
	Iteration 19Q: 3 clusters Score -2329798 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2329864.000000 Penalty: 4875.120605
	Iteration 20F: 3 clusters Score -2329864 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2329920.000000 Penalty: 4875.120605
	Iteration 21Q: 3 clusters Score -2329920 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2329999.000000 Penalty: 4875.120605
	Iteration 22Q: 3 clusters Score -2329999 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2330073.750000 Penalty: 4875.120605
	Iteration 23Q: 3 clusters Score -2330074 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2330162.250000 Penalty: 4875.120605
	Iteration 24Q: 3 clusters Score -2330162 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2330258.750000 Penalty: 4875.120605
	Iteration 25Q: 3 clusters Score -2330259 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2330364.250000 Penalty: 4875.120605
	Iteration 26Q: 3 clusters Score -2330364 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2330459.750000 Penalty: 4875.120605
	Iteration 27Q: 3 clusters Score -2330460 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2330545.500000 Penalty: 4875.120605
	Iteration 28Q: 3 clusters Score -2330546 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2330609.750000 Penalty: 4875.120605
	Iteration 29Q: 3 clusters Score -2330610 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2330671.500000 Penalty: 4875.120605
	Iteration 30Q: 3 clusters Score -2330672 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2330732.500000 Penalty: 4875.120605
	Iteration 31Q: 3 clusters Score -2330732 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2330801.000000 Penalty: 4875.120605
	Iteration 32Q: 3 clusters Score -2330801 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2330835.500000 Penalty: 4875.120605
	Iteration 33Q: 3 clusters Score -2330836 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2330883.500000 Penalty: 4875.120605
	Iteration 34Q: 3 clusters Score -2330884 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2330927.250000 Penalty: 4875.120605
	Iteration 35Q: 3 clusters Score -2330927 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2330960.750000 Penalty: 4875.120605
	Iteration 36Q: 3 clusters Score -2330961 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2330984.000000 Penalty: 4875.120605
	Iteration 37Q: 3 clusters Score -2330984 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2331015.250000 Penalty: 4875.120605
	Iteration 38Q: 3 clusters Score -2331015 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2331030.750000 Penalty: 4875.120605
	Iteration 39Q: 3 clusters Score -2331031 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2331051.250000 Penalty: 4875.120605
	Iteration 40F: 3 clusters Score -2331051 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2331071.000000 Penalty: 4875.120605
	Iteration 41Q: 3 clusters Score -2331071 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2331090.500000 Penalty: 4875.120605
	Iteration 42Q: 3 clusters Score -2331090 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2331109.000000 Penalty: 4875.120605
	Iteration 43Q: 3 clusters Score -2331109 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2331120.500000 Penalty: 4875.120605
	Iteration 44Q: 3 clusters Score -2331120 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2331135.250000 Penalty: 4875.120605
	Iteration 45Q: 3 clusters Score -2331135 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2331148.000000 Penalty: 4875.120605
	Iteration 46Q: 3 clusters Score -2331148 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2331161.750000 Penalty: 4875.120605
	Iteration 47Q: 3 clusters Score -2331162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2331173.750000 Penalty: 4875.120605
	Iteration 48Q: 3 clusters Score -2331174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2331187.000000 Penalty: 4875.120605
	Iteration 49Q: 3 clusters Score -2331187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2331190.000000 Penalty: 4875.120605
	Iteration 50Q: 3 clusters Score -2331190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2331197.250000 Penalty: 4875.120605
	Iteration 51Q: 3 clusters Score -2331197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2331204.250000 Penalty: 4875.120605
	Iteration 52Q: 3 clusters Score -2331204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2331213.500000 Penalty: 4875.120605
	Iteration 53Q: 3 clusters Score -2331214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2331215.500000 Penalty: 4875.120605
	Iteration 54Q: 3 clusters Score -2331216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2331214.000000 Penalty: 4875.120605
	Iteration 55Q: 3 clusters Score -2331214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2331215.500000 Penalty: 4875.120605
	Iteration 56Q: 3 clusters Score -2331216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2331221.250000 Penalty: 4875.120605
	Iteration 57Q: 3 clusters Score -2331221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2331229.500000 Penalty: 4875.120605
	Iteration 58Q: 3 clusters Score -2331230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2331228.250000 Penalty: 4875.120605
	Iteration 59Q: 3 clusters Score -2331228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2331228.250000 Penalty: 4875.120605
	Iteration 60F: 3 clusters Score -2331228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2331233.000000 Penalty: 4875.120605
	Iteration 61Q: 3 clusters Score -2331233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2331233.500000 Penalty: 4875.120605
	Iteration 62Q: 3 clusters Score -2331234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2331232.750000 Penalty: 4875.120605
	Iteration 63Q: 3 clusters Score -2331233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2331230.750000 Penalty: 4875.120605
	Iteration 64Q: 3 clusters Score -2331231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2331232.250000 Penalty: 4875.120605
	Iteration 65Q: 3 clusters Score -2331232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2331235.000000 Penalty: 4875.120605
	Iteration 66Q: 3 clusters Score -2331235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2331234.000000 Penalty: 4875.120605
	Iteration 67Q: 3 clusters Score -2331234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2331233.000000 Penalty: 4875.120605
	Iteration 68Q: 3 clusters Score -2331233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2331233.000000 Penalty: 4875.120605
	Iteration 69F: 3 clusters Score -2331233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Entering Unmasked Estep 
Score: -459241.218750 Penalty: 2020.168213
	Iteration 0F: 2 clusters Score -459241.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -455741.031250 Penalty: 4040.336426
	Iteration 0F: 3 clusters Score -455741 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -456535.718750 Penalty: 4040.336426
	Iteration 1F: 3 clusters Score -456535.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -456708.937500 Penalty: 4040.336426
	Iteration 2F: 3 clusters Score -456708.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -456807.468750 Penalty: 4040.336426
	Iteration 3Q: 3 clusters Score -456807.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -456868.656250 Penalty: 4040.336426
	Iteration 4Q: 3 clusters Score -456868.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -456903.000000 Penalty: 4040.336426
	Iteration 5Q: 3 clusters Score -456903 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -456921.250000 Penalty: 4040.336426
	Iteration 6Q: 3 clusters Score -456921.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -456936.906250 Penalty: 4040.336426
	Iteration 7Q: 3 clusters Score -456936.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -456948.093750 Penalty: 4040.336426
	Iteration 8Q: 3 clusters Score -456948.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -456958.000000 Penalty: 4040.336426
	Iteration 9Q: 3 clusters Score -456958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -456967.281250 Penalty: 4040.336426
	Iteration 10Q: 3 clusters Score -456967.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -456975.000000 Penalty: 4040.336426
	Iteration 11Q: 3 clusters Score -456975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -456981.031250 Penalty: 4040.336426
	Iteration 12Q: 3 clusters Score -456981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -456985.187500 Penalty: 4040.336426
	Iteration 13Q: 3 clusters Score -456985.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -456988.687500 Penalty: 4040.336426
	Iteration 14Q: 3 clusters Score -456988.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -456990.687500 Penalty: 4040.336426
	Iteration 15Q: 3 clusters Score -456990.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -456992.843750 Penalty: 4040.336426
	Iteration 16Q: 3 clusters Score -456992.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -456998.312500 Penalty: 4040.336426
	Iteration 17Q: 3 clusters Score -456998.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -457002.125000 Penalty: 4040.336426
	Iteration 18Q: 3 clusters Score -457002.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -457006.031250 Penalty: 4040.336426
	Iteration 19Q: 3 clusters Score -457006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -457012.000000 Penalty: 4040.336426
	Iteration 20F: 3 clusters Score -457012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -457019.968750 Penalty: 4040.336426
	Iteration 21Q: 3 clusters Score -457020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -457032.437500 Penalty: 4040.336426
	Iteration 22Q: 3 clusters Score -457032.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -457041.593750 Penalty: 4040.336426
	Iteration 23Q: 3 clusters Score -457041.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -457047.375000 Penalty: 4040.336426
	Iteration 24Q: 3 clusters Score -457047.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -457051.437500 Penalty: 4040.336426
	Iteration 25Q: 3 clusters Score -457051.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -457057.593750 Penalty: 4040.336426
	Iteration 26Q: 3 clusters Score -457057.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -457064.187500 Penalty: 4040.336426
	Iteration 27Q: 3 clusters Score -457064.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -457071.468750 Penalty: 4040.336426
	Iteration 28Q: 3 clusters Score -457071.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -457077.625000 Penalty: 4040.336426
	Iteration 29Q: 3 clusters Score -457077.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -457082.562500 Penalty: 4040.336426
	Iteration 30Q: 3 clusters Score -457082.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -457087.531250 Penalty: 4040.336426
	Iteration 31Q: 3 clusters Score -457087.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -457090.781250 Penalty: 4040.336426
	Iteration 32Q: 3 clusters Score -457090.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -457095.312500 Penalty: 4040.336426
	Iteration 33Q: 3 clusters Score -457095.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -457105.343750 Penalty: 4040.336426
	Iteration 34Q: 3 clusters Score -457105.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -457119.906250 Penalty: 4040.336426
	Iteration 35Q: 3 clusters Score -457119.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -457130.218750 Penalty: 4040.336426
	Iteration 36Q: 3 clusters Score -457130.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -457139.656250 Penalty: 4040.336426
	Iteration 37Q: 3 clusters Score -457139.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -457150.687500 Penalty: 4040.336426
	Iteration 38Q: 3 clusters Score -457150.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -457158.812500 Penalty: 4040.336426
	Iteration 39Q: 3 clusters Score -457158.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -457168.343750 Penalty: 4040.336426
	Iteration 40F: 3 clusters Score -457168.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -457175.062500 Penalty: 4040.336426
	Iteration 41Q: 3 clusters Score -457175.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -457182.125000 Penalty: 4040.336426
	Iteration 42Q: 3 clusters Score -457182.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -457188.437500 Penalty: 4040.336426
	Iteration 43Q: 3 clusters Score -457188.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -457192.875000 Penalty: 4040.336426
	Iteration 44Q: 3 clusters Score -457192.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -457198.562500 Penalty: 4040.336426
	Iteration 45Q: 3 clusters Score -457198.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -457204.750000 Penalty: 4040.336426
	Iteration 46Q: 3 clusters Score -457204.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -457210.562500 Penalty: 4040.336426
	Iteration 47Q: 3 clusters Score -457210.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -457216.718750 Penalty: 4040.336426
	Iteration 48Q: 3 clusters Score -457216.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -457222.812500 Penalty: 4040.336426
	Iteration 49Q: 3 clusters Score -457222.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -457227.750000 Penalty: 4040.336426
	Iteration 50Q: 3 clusters Score -457227.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -457231.375000 Penalty: 4040.336426
	Iteration 51Q: 3 clusters Score -457231.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -457239.656250 Penalty: 4040.336426
	Iteration 52Q: 3 clusters Score -457239.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -457245.187500 Penalty: 4040.336426
	Iteration 53Q: 3 clusters Score -457245.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -457253.281250 Penalty: 4040.336426
	Iteration 54Q: 3 clusters Score -457253.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -457264.250000 Penalty: 4040.336426
	Iteration 55Q: 3 clusters Score -457264.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -457273.250000 Penalty: 4040.336426
	Iteration 56Q: 3 clusters Score -457273.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -457283.875000 Penalty: 4040.336426
	Iteration 57Q: 3 clusters Score -457283.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -457290.750000 Penalty: 4040.336426
	Iteration 58Q: 3 clusters Score -457290.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -457294.156250 Penalty: 4040.336426
	Iteration 59Q: 3 clusters Score -457294.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -457302.406250 Penalty: 4040.336426
	Iteration 60F: 3 clusters Score -457302.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -457308.218750 Penalty: 4040.336426
	Iteration 61Q: 3 clusters Score -457308.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -457311.062500 Penalty: 4040.336426
	Iteration 62Q: 3 clusters Score -457311.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -457315.000000 Penalty: 4040.336426
	Iteration 63Q: 3 clusters Score -457315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -457314.562500 Penalty: 4040.336426
	Iteration 64Q: 3 clusters Score -457314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -457317.375000 Penalty: 4040.336426
	Iteration 65Q: 3 clusters Score -457317.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -457317.781250 Penalty: 4040.336426
	Iteration 66Q: 3 clusters Score -457317.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -457319.531250 Penalty: 4040.336426
	Iteration 67Q: 3 clusters Score -457319.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -457320.937500 Penalty: 4040.336426
	Iteration 68Q: 3 clusters Score -457320.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -457323.531250 Penalty: 4040.336426
	Iteration 69Q: 3 clusters Score -457323.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -457326.500000 Penalty: 4040.336426
	Iteration 70Q: 3 clusters Score -457326.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -457328.281250 Penalty: 4040.336426
	Iteration 71Q: 3 clusters Score -457328.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -457329.656250 Penalty: 4040.336426
	Iteration 72Q: 3 clusters Score -457329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -457331.437500 Penalty: 4040.336426
	Iteration 73Q: 3 clusters Score -457331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -457332.562500 Penalty: 4040.336426
	Iteration 74Q: 3 clusters Score -457332.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -457333.281250 Penalty: 4040.336426
	Iteration 75Q: 3 clusters Score -457333.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -457333.875000 Penalty: 4040.336426
	Iteration 76Q: 3 clusters Score -457333.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -457334.437500 Penalty: 4040.336426
	Iteration 77Q: 3 clusters Score -457334.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -457334.000000 Penalty: 4040.336426
	Iteration 78Q: 3 clusters Score -457334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -457334.000000 Penalty: 4040.336426
	Iteration 79F: 3 clusters Score -457334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Entering Unmasked Estep 
Score: -1256903.500000 Penalty: 2291.591309
	Iteration 0F: 2 clusters Score -1256904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1249071.875000 Penalty: 4583.182617
	Iteration 0F: 3 clusters Score -1249072 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1251599.125000 Penalty: 4583.182617
	Iteration 1F: 3 clusters Score -1251599 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1252259.625000 Penalty: 4583.182617
	Iteration 2F: 3 clusters Score -1252260 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1252831.875000 Penalty: 4583.182617
	Iteration 3F: 3 clusters Score -1252832 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1253217.875000 Penalty: 4583.182617
	Iteration 4F: 3 clusters Score -1253218 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1253500.375000 Penalty: 4583.182617
	Iteration 5Q: 3 clusters Score -1253500 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1253693.000000 Penalty: 4583.182617
	Iteration 6Q: 3 clusters Score -1253693 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1253846.875000 Penalty: 4583.182617
	Iteration 7Q: 3 clusters Score -1253847 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1253990.625000 Penalty: 4583.182617
	Iteration 8Q: 3 clusters Score -1253991 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1254127.375000 Penalty: 4583.182617
	Iteration 9Q: 3 clusters Score -1254127 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1254239.750000 Penalty: 4583.182617
	Iteration 10Q: 3 clusters Score -1254240 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1254336.250000 Penalty: 4583.182617
	Iteration 11Q: 3 clusters Score -1254336 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1254407.500000 Penalty: 4583.182617
	Iteration 12Q: 3 clusters Score -1254408 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1254470.000000 Penalty: 4583.182617
	Iteration 13Q: 3 clusters Score -1254470 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1254530.375000 Penalty: 4583.182617
	Iteration 14Q: 3 clusters Score -1254530 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1254587.375000 Penalty: 4583.182617
	Iteration 15Q: 3 clusters Score -1254587 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1254630.625000 Penalty: 4583.182617
	Iteration 16Q: 3 clusters Score -1254631 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1254669.500000 Penalty: 4583.182617
	Iteration 17Q: 3 clusters Score -1254670 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1254704.000000 Penalty: 4583.182617
	Iteration 18Q: 3 clusters Score -1254704 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1254733.125000 Penalty: 4583.182617
	Iteration 19Q: 3 clusters Score -1254733 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1254757.875000 Penalty: 4583.182617
	Iteration 20F: 3 clusters Score -1254758 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1254781.125000 Penalty: 4583.182617
	Iteration 21Q: 3 clusters Score -1254781 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1254798.000000 Penalty: 4583.182617
	Iteration 22Q: 3 clusters Score -1254798 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1254817.500000 Penalty: 4583.182617
	Iteration 23Q: 3 clusters Score -1254818 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1254831.000000 Penalty: 4583.182617
	Iteration 24Q: 3 clusters Score -1254831 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1254846.125000 Penalty: 4583.182617
	Iteration 25Q: 3 clusters Score -1254846 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1254860.500000 Penalty: 4583.182617
	Iteration 26Q: 3 clusters Score -1254860 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1254879.875000 Penalty: 4583.182617
	Iteration 27Q: 3 clusters Score -1254880 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1254898.500000 Penalty: 4583.182617
	Iteration 28Q: 3 clusters Score -1254898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1254903.750000 Penalty: 4583.182617
	Iteration 29Q: 3 clusters Score -1254904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1254917.000000 Penalty: 4583.182617
	Iteration 30Q: 3 clusters Score -1254917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1254920.875000 Penalty: 4583.182617
	Iteration 31Q: 3 clusters Score -1254921 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1254929.625000 Penalty: 4583.182617
	Iteration 32Q: 3 clusters Score -1254930 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1254938.500000 Penalty: 4583.182617
	Iteration 33Q: 3 clusters Score -1254938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1254944.125000 Penalty: 4583.182617
	Iteration 34Q: 3 clusters Score -1254944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1254948.875000 Penalty: 4583.182617
	Iteration 35Q: 3 clusters Score -1254949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1254953.875000 Penalty: 4583.182617
	Iteration 36Q: 3 clusters Score -1254954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1254962.000000 Penalty: 4583.182617
	Iteration 37Q: 3 clusters Score -1254962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1254967.250000 Penalty: 4583.182617
	Iteration 38Q: 3 clusters Score -1254967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1254970.500000 Penalty: 4583.182617
	Iteration 39Q: 3 clusters Score -1254970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1254973.875000 Penalty: 4583.182617
	Iteration 40F: 3 clusters Score -1254974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1254974.875000 Penalty: 4583.182617
	Iteration 41Q: 3 clusters Score -1254975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1254976.375000 Penalty: 4583.182617
	Iteration 42Q: 3 clusters Score -1254976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1254978.625000 Penalty: 4583.182617
	Iteration 43Q: 3 clusters Score -1254979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1254981.375000 Penalty: 4583.182617
	Iteration 44Q: 3 clusters Score -1254981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1254985.125000 Penalty: 4583.182617
	Iteration 45Q: 3 clusters Score -1254985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1254990.000000 Penalty: 4583.182617
	Iteration 46Q: 3 clusters Score -1254990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1254990.250000 Penalty: 4583.182617
	Iteration 47Q: 3 clusters Score -1254990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1254992.375000 Penalty: 4583.182617
	Iteration 48Q: 3 clusters Score -1254992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1254992.875000 Penalty: 4583.182617
	Iteration 49Q: 3 clusters Score -1254993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1254992.250000 Penalty: 4583.182617
	Iteration 50Q: 3 clusters Score -1254992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1254994.750000 Penalty: 4583.182617
	Iteration 51Q: 3 clusters Score -1254995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1255000.875000 Penalty: 4583.182617
	Iteration 52Q: 3 clusters Score -1255001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1255000.875000 Penalty: 4583.182617
	Iteration 53Q: 3 clusters Score -1255001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1255000.875000 Penalty: 4583.182617
	Iteration 54Q: 3 clusters Score -1255001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1255003.625000 Penalty: 4583.182617
	Iteration 55Q: 3 clusters Score -1255004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1255005.750000 Penalty: 4583.182617
	Iteration 56Q: 3 clusters Score -1255006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1255007.750000 Penalty: 4583.182617
	Iteration 57Q: 3 clusters Score -1255008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1255006.500000 Penalty: 4583.182617
	Iteration 58Q: 3 clusters Score -1255006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1255016.500000 Penalty: 4583.182617
	Iteration 59Q: 3 clusters Score -1255016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1255013.375000 Penalty: 4583.182617
	Iteration 60F: 3 clusters Score -1255013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1255014.875000 Penalty: 4583.182617
	Iteration 61Q: 3 clusters Score -1255015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1255012.625000 Penalty: 4583.182617
	Iteration 62Q: 3 clusters Score -1255013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1255015.375000 Penalty: 4583.182617
	Iteration 63Q: 3 clusters Score -1255015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1255016.625000 Penalty: 4583.182617
	Iteration 64Q: 3 clusters Score -1255017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1255016.625000 Penalty: 4583.182617
	Iteration 65F: 3 clusters Score -1255017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Entering Unmasked Estep 
Score: -576774.937500 Penalty: 2090.504639
	Iteration 0F: 2 clusters Score -576774.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -572560.312500 Penalty: 4181.009277
	Iteration 0F: 3 clusters Score -572560.3 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -573792.000000 Penalty: 4181.009277
	Iteration 1F: 3 clusters Score -573792 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -574102.062500 Penalty: 4181.009277
	Iteration 2F: 3 clusters Score -574102.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -574307.125000 Penalty: 4181.009277
	Iteration 3F: 3 clusters Score -574307.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -574448.687500 Penalty: 4181.009277
	Iteration 4Q: 3 clusters Score -574448.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -574558.875000 Penalty: 4181.009277
	Iteration 5Q: 3 clusters Score -574558.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -574660.625000 Penalty: 4181.009277
	Iteration 6Q: 3 clusters Score -574660.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -574735.937500 Penalty: 4181.009277
	Iteration 7Q: 3 clusters Score -574735.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -574798.125000 Penalty: 4181.009277
	Iteration 8Q: 3 clusters Score -574798.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -574852.562500 Penalty: 4181.009277
	Iteration 9Q: 3 clusters Score -574852.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -574902.000000 Penalty: 4181.009277
	Iteration 10Q: 3 clusters Score -574902 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -574948.125000 Penalty: 4181.009277
	Iteration 11Q: 3 clusters Score -574948.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -574977.687500 Penalty: 4181.009277
	Iteration 12Q: 3 clusters Score -574977.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -575000.562500 Penalty: 4181.009277
	Iteration 13Q: 3 clusters Score -575000.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -575031.000000 Penalty: 4181.009277
	Iteration 14Q: 3 clusters Score -575031 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -575061.187500 Penalty: 4181.009277
	Iteration 15Q: 3 clusters Score -575061.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -575081.062500 Penalty: 4181.009277
	Iteration 16Q: 3 clusters Score -575081.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -575106.062500 Penalty: 4181.009277
	Iteration 17Q: 3 clusters Score -575106.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -575126.187500 Penalty: 4181.009277
	Iteration 18Q: 3 clusters Score -575126.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -575146.562500 Penalty: 4181.009277
	Iteration 19Q: 3 clusters Score -575146.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -575158.937500 Penalty: 4181.009277
	Iteration 20F: 3 clusters Score -575158.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -575165.500000 Penalty: 4181.009277
	Iteration 21Q: 3 clusters Score -575165.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -575174.062500 Penalty: 4181.009277
	Iteration 22Q: 3 clusters Score -575174.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -575182.500000 Penalty: 4181.009277
	Iteration 23Q: 3 clusters Score -575182.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -575185.812500 Penalty: 4181.009277
	Iteration 24Q: 3 clusters Score -575185.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -575187.937500 Penalty: 4181.009277
	Iteration 25Q: 3 clusters Score -575187.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -575191.562500 Penalty: 4181.009277
	Iteration 26Q: 3 clusters Score -575191.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -575194.062500 Penalty: 4181.009277
	Iteration 27Q: 3 clusters Score -575194.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -575197.125000 Penalty: 4181.009277
	Iteration 28Q: 3 clusters Score -575197.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -575197.937500 Penalty: 4181.009277
	Iteration 29Q: 3 clusters Score -575197.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -575199.625000 Penalty: 4181.009277
	Iteration 30Q: 3 clusters Score -575199.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -575201.750000 Penalty: 4181.009277
	Iteration 31Q: 3 clusters Score -575201.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -575204.750000 Penalty: 4181.009277
	Iteration 32Q: 3 clusters Score -575204.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -575207.625000 Penalty: 4181.009277
	Iteration 33Q: 3 clusters Score -575207.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -575210.750000 Penalty: 4181.009277
	Iteration 34Q: 3 clusters Score -575210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -575211.375000 Penalty: 4181.009277
	Iteration 35Q: 3 clusters Score -575211.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -575212.375000 Penalty: 4181.009277
	Iteration 36Q: 3 clusters Score -575212.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -575212.625000 Penalty: 4181.009277
	Iteration 37Q: 3 clusters Score -575212.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -575212.625000 Penalty: 4181.009277
	Iteration 38F: 3 clusters Score -575212.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -19737.933594 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -19737.93 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 93 members 
Entering Unmasked Estep 
Score: -18742.421875 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -18742.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18801.884766 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -18801.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18806.232422 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -18806.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18806.232422 Penalty: 2583.905029
	Iteration 3F: 3 clusters Score -18806.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (26182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Entering Unmasked Estep 
Score: -3535478.500000 Penalty: 2522.861328
	Iteration 0F: 2 clusters Score -3535478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -3517380.750000 Penalty: 5045.722656
	Iteration 0F: 3 clusters Score -3517381 nChanged 11741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3523645.000000 Penalty: 5045.722656
	Iteration 1F: 3 clusters Score -3523645 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3524184.250000 Penalty: 5045.722656
	Iteration 2F: 3 clusters Score -3524184 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -3524816.250000 Penalty: 5045.722656
	Iteration 3Q: 3 clusters Score -3524816 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3525558.750000 Penalty: 5045.722656
	Iteration 4F: 3 clusters Score -3525559 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3526342.250000 Penalty: 5045.722656
	Iteration 5F: 3 clusters Score -3526342 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3527109.250000 Penalty: 5045.722656
	Iteration 6F: 3 clusters Score -3527109 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3527911.000000 Penalty: 5045.722656
	Iteration 7F: 3 clusters Score -3527911 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -3528688.000000 Penalty: 5045.722656
	Iteration 8F: 3 clusters Score -3528688 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3529328.250000 Penalty: 5045.722656
	Iteration 9Q: 3 clusters Score -3529328 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3529868.000000 Penalty: 5045.722656
	Iteration 10Q: 3 clusters Score -3529868 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -3530228.500000 Penalty: 5045.722656
	Iteration 11Q: 3 clusters Score -3530228 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -3530486.500000 Penalty: 5045.722656
	Iteration 12Q: 3 clusters Score -3530486 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -3530731.750000 Penalty: 5045.722656
	Iteration 13Q: 3 clusters Score -3530732 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3530934.250000 Penalty: 5045.722656
	Iteration 14Q: 3 clusters Score -3530934 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3531153.500000 Penalty: 5045.722656
	Iteration 15Q: 3 clusters Score -3531154 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -3531347.000000 Penalty: 5045.722656
	Iteration 16Q: 3 clusters Score -3531347 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -3531560.000000 Penalty: 5045.722656
	Iteration 17Q: 3 clusters Score -3531560 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -3531838.000000 Penalty: 5045.722656
	Iteration 18Q: 3 clusters Score -3531838 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3532168.000000 Penalty: 5045.722656
	Iteration 19Q: 3 clusters Score -3532168 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -3532720.750000 Penalty: 5045.722656
	Iteration 20F: 3 clusters Score -3532721 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -3533339.750000 Penalty: 5045.722656
	Iteration 21Q: 3 clusters Score -3533340 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -3533531.750000 Penalty: 5045.722656
	Iteration 22Q: 3 clusters Score -3533532 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -3533636.250000 Penalty: 5045.722656
	Iteration 23Q: 3 clusters Score -3533636 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -3533696.000000 Penalty: 5045.722656
	Iteration 24Q: 3 clusters Score -3533696 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3533735.750000 Penalty: 5045.722656
	Iteration 25Q: 3 clusters Score -3533736 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -3533762.500000 Penalty: 5045.722656
	Iteration 26Q: 3 clusters Score -3533762 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3533782.250000 Penalty: 5045.722656
	Iteration 27Q: 3 clusters Score -3533782 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -3533808.000000 Penalty: 5045.722656
	Iteration 28Q: 3 clusters Score -3533808 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3533829.250000 Penalty: 5045.722656
	Iteration 29Q: 3 clusters Score -3533829 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -3533861.750000 Penalty: 5045.722656
	Iteration 30Q: 3 clusters Score -3533862 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3533887.750000 Penalty: 5045.722656
	Iteration 31Q: 3 clusters Score -3533888 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -3533898.250000 Penalty: 5045.722656
	Iteration 32Q: 3 clusters Score -3533898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3533912.750000 Penalty: 5045.722656
	Iteration 33Q: 3 clusters Score -3533913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -3533920.000000 Penalty: 5045.722656
	Iteration 34Q: 3 clusters Score -3533920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3533928.250000 Penalty: 5045.722656
	Iteration 35Q: 3 clusters Score -3533928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3533928.750000 Penalty: 5045.722656
	Iteration 36Q: 3 clusters Score -3533929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -3533935.750000 Penalty: 5045.722656
	Iteration 37Q: 3 clusters Score -3533936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -3533935.000000 Penalty: 5045.722656
	Iteration 38Q: 3 clusters Score -3533935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -3533938.500000 Penalty: 5045.722656
	Iteration 39Q: 3 clusters Score -3533938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -3533949.000000 Penalty: 5045.722656
	Iteration 40F: 3 clusters Score -3533949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -3533952.500000 Penalty: 5045.722656
	Iteration 41Q: 3 clusters Score -3533952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -3533950.250000 Penalty: 5045.722656
	Iteration 42Q: 3 clusters Score -3533950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3533947.750000 Penalty: 5045.722656
	Iteration 43Q: 3 clusters Score -3533948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3533946.750000 Penalty: 5045.722656
	Iteration 44Q: 3 clusters Score -3533947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3533946.500000 Penalty: 5045.722656
	Iteration 45Q: 3 clusters Score -3533946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3533951.500000 Penalty: 5045.722656
	Iteration 46Q: 3 clusters Score -3533952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3533950.750000 Penalty: 5045.722656
	Iteration 47Q: 3 clusters Score -3533951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -3533955.000000 Penalty: 5045.722656
	Iteration 48Q: 3 clusters Score -3533955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3533956.500000 Penalty: 5045.722656
	Iteration 49Q: 3 clusters Score -3533956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -3533964.000000 Penalty: 5045.722656
	Iteration 50Q: 3 clusters Score -3533964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3533961.750000 Penalty: 5045.722656
	Iteration 51Q: 3 clusters Score -3533962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -3533963.000000 Penalty: 5045.722656
	Iteration 52Q: 3 clusters Score -3533963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3533963.750000 Penalty: 5045.722656
	Iteration 53Q: 3 clusters Score -3533964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -3533963.750000 Penalty: 5045.722656
	Iteration 54Q: 3 clusters Score -3533964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3533959.250000 Penalty: 5045.722656
	Iteration 55Q: 3 clusters Score -3533959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3533964.250000 Penalty: 5045.722656
	Iteration 56Q: 3 clusters Score -3533964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3533962.750000 Penalty: 5045.722656
	Iteration 57Q: 3 clusters Score -3533963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -3533963.500000 Penalty: 5045.722656
	Iteration 58Q: 3 clusters Score -3533964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -3533967.250000 Penalty: 5045.722656
	Iteration 59Q: 3 clusters Score -3533967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -3533969.000000 Penalty: 5045.722656
	Iteration 60F: 3 clusters Score -3533969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3533963.000000 Penalty: 5045.722656
	Iteration 61Q: 3 clusters Score -3533963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -3533963.500000 Penalty: 5045.722656
	Iteration 62Q: 3 clusters Score -3533964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3533965.000000 Penalty: 5045.722656
	Iteration 63Q: 3 clusters Score -3533965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3533965.000000 Penalty: 5045.722656
	Iteration 64Q: 3 clusters Score -3533965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -3533963.500000 Penalty: 5045.722656
	Iteration 65Q: 3 clusters Score -3533964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -3533963.500000 Penalty: 5045.722656
	Iteration 66F: 3 clusters Score -3533964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Entering Unmasked Estep 
Score: -1081460.875000 Penalty: 2235.160156
	Iteration 0F: 2 clusters Score -1081461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1074957.375000 Penalty: 4470.320312
	Iteration 0F: 3 clusters Score -1074957 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1076869.250000 Penalty: 4470.320312
	Iteration 1F: 3 clusters Score -1076869 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1077201.375000 Penalty: 4470.320312
	Iteration 2F: 3 clusters Score -1077201 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1077498.875000 Penalty: 4470.320312
	Iteration 3F: 3 clusters Score -1077499 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1077761.500000 Penalty: 4470.320312
	Iteration 4Q: 3 clusters Score -1077762 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1077997.500000 Penalty: 4470.320312
	Iteration 5Q: 3 clusters Score -1077998 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1078199.750000 Penalty: 4470.320312
	Iteration 6Q: 3 clusters Score -1078200 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1078418.000000 Penalty: 4470.320312
	Iteration 7Q: 3 clusters Score -1078418 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1078652.750000 Penalty: 4470.320312
	Iteration 8Q: 3 clusters Score -1078653 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1078883.500000 Penalty: 4470.320312
	Iteration 9Q: 3 clusters Score -1078884 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1079126.000000 Penalty: 4470.320312
	Iteration 10Q: 3 clusters Score -1079126 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1079407.250000 Penalty: 4470.320312
	Iteration 11Q: 3 clusters Score -1079407 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1079725.500000 Penalty: 4470.320312
	Iteration 12Q: 3 clusters Score -1079726 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1080086.875000 Penalty: 4470.320312
	Iteration 13Q: 3 clusters Score -1080087 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1080373.125000 Penalty: 4470.320312
	Iteration 14Q: 3 clusters Score -1080373 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1080572.250000 Penalty: 4470.320312
	Iteration 15Q: 3 clusters Score -1080572 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1080689.000000 Penalty: 4470.320312
	Iteration 16Q: 3 clusters Score -1080689 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1080754.000000 Penalty: 4470.320312
	Iteration 17Q: 3 clusters Score -1080754 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1080786.250000 Penalty: 4470.320312
	Iteration 18Q: 3 clusters Score -1080786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1080799.750000 Penalty: 4470.320312
	Iteration 19Q: 3 clusters Score -1080800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1080804.875000 Penalty: 4470.320312
	Iteration 20F: 3 clusters Score -1080805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1080809.375000 Penalty: 4470.320312
	Iteration 21Q: 3 clusters Score -1080809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1080811.625000 Penalty: 4470.320312
	Iteration 22Q: 3 clusters Score -1080812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1080813.000000 Penalty: 4470.320312
	Iteration 23Q: 3 clusters Score -1080813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1080815.500000 Penalty: 4470.320312
	Iteration 24Q: 3 clusters Score -1080816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1080816.375000 Penalty: 4470.320312
	Iteration 25Q: 3 clusters Score -1080816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1080814.125000 Penalty: 4470.320312
	Iteration 26Q: 3 clusters Score -1080814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1080816.875000 Penalty: 4470.320312
	Iteration 27Q: 3 clusters Score -1080817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1080816.875000 Penalty: 4470.320312
	Iteration 28F: 3 clusters Score -1080817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -49152.015625 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -49152.02 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 202 members 
Entering Unmasked Estep 
Score: -47842.601562 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -47842.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47979.441406 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -47979.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48007.597656 Penalty: 2947.628662
	Iteration 2Q: 3 clusters Score -48007.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48011.156250 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -48011.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48013.582031 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -48013.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48016.609375 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -48016.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48018.929688 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -48018.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48018.929688 Penalty: 2947.628662
	Iteration 7F: 3 clusters Score -48018.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Entering Unmasked Estep 
Score: -621084.062500 Penalty: 2094.052979
	Iteration 0F: 2 clusters Score -621084.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -616780.750000 Penalty: 4188.105957
	Iteration 0F: 3 clusters Score -616780.8 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -617741.500000 Penalty: 4188.105957
	Iteration 1F: 3 clusters Score -617741.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -617894.437500 Penalty: 4188.105957
	Iteration 2F: 3 clusters Score -617894.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -617974.250000 Penalty: 4188.105957
	Iteration 3Q: 3 clusters Score -617974.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -618029.562500 Penalty: 4188.105957
	Iteration 4Q: 3 clusters Score -618029.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -618067.937500 Penalty: 4188.105957
	Iteration 5Q: 3 clusters Score -618067.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -618098.437500 Penalty: 4188.105957
	Iteration 6Q: 3 clusters Score -618098.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -618128.187500 Penalty: 4188.105957
	Iteration 7Q: 3 clusters Score -618128.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -618150.312500 Penalty: 4188.105957
	Iteration 8Q: 3 clusters Score -618150.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -618171.875000 Penalty: 4188.105957
	Iteration 9Q: 3 clusters Score -618171.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -618191.437500 Penalty: 4188.105957
	Iteration 10Q: 3 clusters Score -618191.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -618210.312500 Penalty: 4188.105957
	Iteration 11Q: 3 clusters Score -618210.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -618230.250000 Penalty: 4188.105957
	Iteration 12Q: 3 clusters Score -618230.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -618247.750000 Penalty: 4188.105957
	Iteration 13Q: 3 clusters Score -618247.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -618265.937500 Penalty: 4188.105957
	Iteration 14Q: 3 clusters Score -618265.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -618278.625000 Penalty: 4188.105957
	Iteration 15Q: 3 clusters Score -618278.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -618290.500000 Penalty: 4188.105957
	Iteration 16Q: 3 clusters Score -618290.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -618305.437500 Penalty: 4188.105957
	Iteration 17Q: 3 clusters Score -618305.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -618318.375000 Penalty: 4188.105957
	Iteration 18Q: 3 clusters Score -618318.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -618328.875000 Penalty: 4188.105957
	Iteration 19Q: 3 clusters Score -618328.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -618343.625000 Penalty: 4188.105957
	Iteration 20F: 3 clusters Score -618343.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -618363.312500 Penalty: 4188.105957
	Iteration 21Q: 3 clusters Score -618363.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -618376.250000 Penalty: 4188.105957
	Iteration 22Q: 3 clusters Score -618376.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -618394.687500 Penalty: 4188.105957
	Iteration 23Q: 3 clusters Score -618394.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -618415.000000 Penalty: 4188.105957
	Iteration 24Q: 3 clusters Score -618415 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -618435.625000 Penalty: 4188.105957
	Iteration 25Q: 3 clusters Score -618435.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -618451.375000 Penalty: 4188.105957
	Iteration 26Q: 3 clusters Score -618451.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -618468.750000 Penalty: 4188.105957
	Iteration 27Q: 3 clusters Score -618468.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -618485.687500 Penalty: 4188.105957
	Iteration 28Q: 3 clusters Score -618485.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -618498.687500 Penalty: 4188.105957
	Iteration 29Q: 3 clusters Score -618498.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -618520.625000 Penalty: 4188.105957
	Iteration 30Q: 3 clusters Score -618520.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -618543.187500 Penalty: 4188.105957
	Iteration 31Q: 3 clusters Score -618543.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -618568.125000 Penalty: 4188.105957
	Iteration 32Q: 3 clusters Score -618568.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -618604.750000 Penalty: 4188.105957
	Iteration 33Q: 3 clusters Score -618604.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -618636.125000 Penalty: 4188.105957
	Iteration 34Q: 3 clusters Score -618636.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -618669.375000 Penalty: 4188.105957
	Iteration 35Q: 3 clusters Score -618669.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -618710.437500 Penalty: 4188.105957
	Iteration 36Q: 3 clusters Score -618710.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -618755.375000 Penalty: 4188.105957
	Iteration 37Q: 3 clusters Score -618755.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -618807.750000 Penalty: 4188.105957
	Iteration 38Q: 3 clusters Score -618807.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -618858.250000 Penalty: 4188.105957
	Iteration 39Q: 3 clusters Score -618858.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -618899.312500 Penalty: 4188.105957
	Iteration 40F: 3 clusters Score -618899.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -618939.375000 Penalty: 4188.105957
	Iteration 41Q: 3 clusters Score -618939.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -618979.750000 Penalty: 4188.105957
	Iteration 42Q: 3 clusters Score -618979.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -619024.125000 Penalty: 4188.105957
	Iteration 43Q: 3 clusters Score -619024.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -619061.187500 Penalty: 4188.105957
	Iteration 44Q: 3 clusters Score -619061.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -619098.125000 Penalty: 4188.105957
	Iteration 45Q: 3 clusters Score -619098.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -619128.562500 Penalty: 4188.105957
	Iteration 46Q: 3 clusters Score -619128.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -619152.687500 Penalty: 4188.105957
	Iteration 47Q: 3 clusters Score -619152.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -619174.875000 Penalty: 4188.105957
	Iteration 48Q: 3 clusters Score -619174.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -619199.812500 Penalty: 4188.105957
	Iteration 49Q: 3 clusters Score -619199.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -619215.125000 Penalty: 4188.105957
	Iteration 50Q: 3 clusters Score -619215.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -619234.875000 Penalty: 4188.105957
	Iteration 51Q: 3 clusters Score -619234.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -619248.562500 Penalty: 4188.105957
	Iteration 52Q: 3 clusters Score -619248.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -619261.000000 Penalty: 4188.105957
	Iteration 53Q: 3 clusters Score -619261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -619271.125000 Penalty: 4188.105957
	Iteration 54Q: 3 clusters Score -619271.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -619277.687500 Penalty: 4188.105957
	Iteration 55Q: 3 clusters Score -619277.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -619280.687500 Penalty: 4188.105957
	Iteration 56Q: 3 clusters Score -619280.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -619284.937500 Penalty: 4188.105957
	Iteration 57Q: 3 clusters Score -619284.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -619285.062500 Penalty: 4188.105957
	Iteration 58Q: 3 clusters Score -619285.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -619284.812500 Penalty: 4188.105957
	Iteration 59Q: 3 clusters Score -619284.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -619284.812500 Penalty: 4188.105957
	Iteration 60F: 3 clusters Score -619284.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Entering Unmasked Estep 
Score: -2907589.500000 Penalty: 2473.006348
	Iteration 0F: 2 clusters Score -2907590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2892684.500000 Penalty: 4946.012695
	Iteration 0F: 3 clusters Score -2892684 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2897811.000000 Penalty: 4946.012695
	Iteration 1F: 3 clusters Score -2897811 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2898392.250000 Penalty: 4946.012695
	Iteration 2F: 3 clusters Score -2898392 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2898968.000000 Penalty: 4946.012695
	Iteration 3F: 3 clusters Score -2898968 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2899623.250000 Penalty: 4946.012695
	Iteration 4F: 3 clusters Score -2899623 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2900340.750000 Penalty: 4946.012695
	Iteration 5F: 3 clusters Score -2900341 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2901068.000000 Penalty: 4946.012695
	Iteration 6F: 3 clusters Score -2901068 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2901644.750000 Penalty: 4946.012695
	Iteration 7F: 3 clusters Score -2901645 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2902166.000000 Penalty: 4946.012695
	Iteration 8Q: 3 clusters Score -2902166 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2902576.500000 Penalty: 4946.012695
	Iteration 9Q: 3 clusters Score -2902576 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2902872.000000 Penalty: 4946.012695
	Iteration 10Q: 3 clusters Score -2902872 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2903127.500000 Penalty: 4946.012695
	Iteration 11Q: 3 clusters Score -2903128 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2903317.000000 Penalty: 4946.012695
	Iteration 12Q: 3 clusters Score -2903317 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2903521.250000 Penalty: 4946.012695
	Iteration 13Q: 3 clusters Score -2903521 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2903703.000000 Penalty: 4946.012695
	Iteration 14Q: 3 clusters Score -2903703 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2903870.750000 Penalty: 4946.012695
	Iteration 15Q: 3 clusters Score -2903871 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2904050.750000 Penalty: 4946.012695
	Iteration 16Q: 3 clusters Score -2904051 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2904222.500000 Penalty: 4946.012695
	Iteration 17Q: 3 clusters Score -2904222 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2904401.500000 Penalty: 4946.012695
	Iteration 18Q: 3 clusters Score -2904402 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2904567.500000 Penalty: 4946.012695
	Iteration 19Q: 3 clusters Score -2904568 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2904759.500000 Penalty: 4946.012695
	Iteration 20F: 3 clusters Score -2904760 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2904928.750000 Penalty: 4946.012695
	Iteration 21Q: 3 clusters Score -2904929 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2905064.250000 Penalty: 4946.012695
	Iteration 22Q: 3 clusters Score -2905064 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2905186.500000 Penalty: 4946.012695
	Iteration 23Q: 3 clusters Score -2905186 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2905256.000000 Penalty: 4946.012695
	Iteration 24Q: 3 clusters Score -2905256 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2905325.000000 Penalty: 4946.012695
	Iteration 25Q: 3 clusters Score -2905325 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2905365.750000 Penalty: 4946.012695
	Iteration 26Q: 3 clusters Score -2905366 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2905407.250000 Penalty: 4946.012695
	Iteration 27Q: 3 clusters Score -2905407 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2905430.750000 Penalty: 4946.012695
	Iteration 28Q: 3 clusters Score -2905431 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2905451.750000 Penalty: 4946.012695
	Iteration 29Q: 3 clusters Score -2905452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2905465.250000 Penalty: 4946.012695
	Iteration 30Q: 3 clusters Score -2905465 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2905488.000000 Penalty: 4946.012695
	Iteration 31Q: 3 clusters Score -2905488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2905499.750000 Penalty: 4946.012695
	Iteration 32Q: 3 clusters Score -2905500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2905510.000000 Penalty: 4946.012695
	Iteration 33Q: 3 clusters Score -2905510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2905523.500000 Penalty: 4946.012695
	Iteration 34Q: 3 clusters Score -2905524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2905525.250000 Penalty: 4946.012695
	Iteration 35Q: 3 clusters Score -2905525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2905534.000000 Penalty: 4946.012695
	Iteration 36Q: 3 clusters Score -2905534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2905542.000000 Penalty: 4946.012695
	Iteration 37Q: 3 clusters Score -2905542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2905557.250000 Penalty: 4946.012695
	Iteration 38Q: 3 clusters Score -2905557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2905556.500000 Penalty: 4946.012695
	Iteration 39Q: 3 clusters Score -2905556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2905556.000000 Penalty: 4946.012695
	Iteration 40F: 3 clusters Score -2905556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2905559.750000 Penalty: 4946.012695
	Iteration 41Q: 3 clusters Score -2905560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2905562.750000 Penalty: 4946.012695
	Iteration 42Q: 3 clusters Score -2905563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2905569.500000 Penalty: 4946.012695
	Iteration 43Q: 3 clusters Score -2905570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2905580.500000 Penalty: 4946.012695
	Iteration 44Q: 3 clusters Score -2905580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2905577.500000 Penalty: 4946.012695
	Iteration 45Q: 3 clusters Score -2905578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2905583.750000 Penalty: 4946.012695
	Iteration 46Q: 3 clusters Score -2905584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2905589.000000 Penalty: 4946.012695
	Iteration 47Q: 3 clusters Score -2905589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2905595.000000 Penalty: 4946.012695
	Iteration 48Q: 3 clusters Score -2905595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2905600.000000 Penalty: 4946.012695
	Iteration 49Q: 3 clusters Score -2905600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2905602.000000 Penalty: 4946.012695
	Iteration 50Q: 3 clusters Score -2905602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2905603.000000 Penalty: 4946.012695
	Iteration 51Q: 3 clusters Score -2905603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2905606.000000 Penalty: 4946.012695
	Iteration 52Q: 3 clusters Score -2905606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2905607.000000 Penalty: 4946.012695
	Iteration 53Q: 3 clusters Score -2905607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2905609.750000 Penalty: 4946.012695
	Iteration 54Q: 3 clusters Score -2905610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2905615.000000 Penalty: 4946.012695
	Iteration 55Q: 3 clusters Score -2905615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2905615.250000 Penalty: 4946.012695
	Iteration 56Q: 3 clusters Score -2905615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2905617.000000 Penalty: 4946.012695
	Iteration 57Q: 3 clusters Score -2905617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2905617.500000 Penalty: 4946.012695
	Iteration 58Q: 3 clusters Score -2905618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2905618.250000 Penalty: 4946.012695
	Iteration 59Q: 3 clusters Score -2905618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2905618.250000 Penalty: 4946.012695
	Iteration 60F: 3 clusters Score -2905618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -90846.421875 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -90846.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -89202.218750 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -89202.22 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -89503.546875 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -89503.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89640.382812 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -89640.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -89709.445312 Penalty: 3263.308594
	Iteration 3Q: 3 clusters Score -89709.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -89762.953125 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -89762.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -89820.062500 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -89820.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -89867.734375 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -89867.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -89905.835938 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -89905.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -89950.968750 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -89950.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -89985.429688 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -89985.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -90035.085938 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -90035.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -90080.203125 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -90080.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -90106.835938 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -90106.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90142.015625 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -90142.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -90167.156250 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -90167.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90203.710938 Penalty: 3263.308594
	Iteration 15Q: 3 clusters Score -90203.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90241.429688 Penalty: 3263.308594
	Iteration 16Q: 3 clusters Score -90241.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -90251.640625 Penalty: 3263.308594
	Iteration 17Q: 3 clusters Score -90251.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90258.890625 Penalty: 3263.308594
	Iteration 18Q: 3 clusters Score -90258.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -90269.812500 Penalty: 3263.308594
	Iteration 19Q: 3 clusters Score -90269.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -90310.656250 Penalty: 3263.308594
	Iteration 20F: 3 clusters Score -90310.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90371.593750 Penalty: 3263.308594
	Iteration 21Q: 3 clusters Score -90371.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -90416.257812 Penalty: 3263.308594
	Iteration 22Q: 3 clusters Score -90416.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90451.859375 Penalty: 3263.308594
	Iteration 23Q: 3 clusters Score -90451.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90460.914062 Penalty: 3263.308594
	Iteration 24Q: 3 clusters Score -90460.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -90463.523438 Penalty: 3263.308594
	Iteration 25Q: 3 clusters Score -90463.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -90465.671875 Penalty: 3263.308594
	Iteration 26Q: 3 clusters Score -90465.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -90465.671875 Penalty: 3263.308594
	Iteration 27F: 3 clusters Score -90465.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Entering Unmasked Estep 
Score: -767859.875000 Penalty: 2155.070801
	Iteration 0F: 2 clusters Score -767859.9 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 2912 members 
Entering Unmasked Estep 
Score: -762802.187500 Penalty: 4310.141602
	Iteration 0F: 3 clusters Score -762802.2 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -764069.000000 Penalty: 4310.141602
	Iteration 1F: 3 clusters Score -764069 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -764282.437500 Penalty: 4310.141602
	Iteration 2F: 3 clusters Score -764282.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -764448.875000 Penalty: 4310.141602
	Iteration 3F: 3 clusters Score -764448.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -764614.875000 Penalty: 4310.141602
	Iteration 4Q: 3 clusters Score -764614.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -764758.375000 Penalty: 4310.141602
	Iteration 5Q: 3 clusters Score -764758.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -764909.625000 Penalty: 4310.141602
	Iteration 6Q: 3 clusters Score -764909.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -765125.750000 Penalty: 4310.141602
	Iteration 7Q: 3 clusters Score -765125.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -765377.687500 Penalty: 4310.141602
	Iteration 8Q: 3 clusters Score -765377.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -765642.625000 Penalty: 4310.141602
	Iteration 9Q: 3 clusters Score -765642.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -765921.937500 Penalty: 4310.141602
	Iteration 10Q: 3 clusters Score -765921.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -766241.437500 Penalty: 4310.141602
	Iteration 11Q: 3 clusters Score -766241.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -766561.750000 Penalty: 4310.141602
	Iteration 12Q: 3 clusters Score -766561.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -766790.250000 Penalty: 4310.141602
	Iteration 13Q: 3 clusters Score -766790.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -766944.500000 Penalty: 4310.141602
	Iteration 14Q: 3 clusters Score -766944.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -767058.312500 Penalty: 4310.141602
	Iteration 15Q: 3 clusters Score -767058.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -767135.687500 Penalty: 4310.141602
	Iteration 16Q: 3 clusters Score -767135.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -767192.375000 Penalty: 4310.141602
	Iteration 17Q: 3 clusters Score -767192.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -767226.375000 Penalty: 4310.141602
	Iteration 18Q: 3 clusters Score -767226.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -767244.937500 Penalty: 4310.141602
	Iteration 19Q: 3 clusters Score -767244.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -767255.437500 Penalty: 4310.141602
	Iteration 20F: 3 clusters Score -767255.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -767261.562500 Penalty: 4310.141602
	Iteration 21Q: 3 clusters Score -767261.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -767266.875000 Penalty: 4310.141602
	Iteration 22Q: 3 clusters Score -767266.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -767272.000000 Penalty: 4310.141602
	Iteration 23Q: 3 clusters Score -767272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -767276.062500 Penalty: 4310.141602
	Iteration 24Q: 3 clusters Score -767276.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -767282.687500 Penalty: 4310.141602
	Iteration 25Q: 3 clusters Score -767282.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -767282.250000 Penalty: 4310.141602
	Iteration 26Q: 3 clusters Score -767282.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -767284.250000 Penalty: 4310.141602
	Iteration 27Q: 3 clusters Score -767284.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -767285.812500 Penalty: 4310.141602
	Iteration 28Q: 3 clusters Score -767285.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -767286.187500 Penalty: 4310.141602
	Iteration 29Q: 3 clusters Score -767286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -767286.187500 Penalty: 4310.141602
	Iteration 30F: 3 clusters Score -767286.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Entering Unmasked Estep 
Score: -396313.062500 Penalty: 1986.074707
	Iteration 0F: 2 clusters Score -396313.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -393043.843750 Penalty: 3972.149414
	Iteration 0F: 3 clusters Score -393043.8 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -393717.906250 Penalty: 3972.149414
	Iteration 1F: 3 clusters Score -393717.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -393878.250000 Penalty: 3972.149414
	Iteration 2F: 3 clusters Score -393878.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -393974.093750 Penalty: 3972.149414
	Iteration 3Q: 3 clusters Score -393974.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -394031.531250 Penalty: 3972.149414
	Iteration 4Q: 3 clusters Score -394031.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -394068.343750 Penalty: 3972.149414
	Iteration 5Q: 3 clusters Score -394068.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -394088.843750 Penalty: 3972.149414
	Iteration 6Q: 3 clusters Score -394088.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -394112.125000 Penalty: 3972.149414
	Iteration 7Q: 3 clusters Score -394112.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -394129.406250 Penalty: 3972.149414
	Iteration 8Q: 3 clusters Score -394129.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -394140.625000 Penalty: 3972.149414
	Iteration 9Q: 3 clusters Score -394140.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -394146.125000 Penalty: 3972.149414
	Iteration 10Q: 3 clusters Score -394146.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -394152.343750 Penalty: 3972.149414
	Iteration 11Q: 3 clusters Score -394152.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -394157.562500 Penalty: 3972.149414
	Iteration 12Q: 3 clusters Score -394157.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -394159.062500 Penalty: 3972.149414
	Iteration 13Q: 3 clusters Score -394159.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -394161.812500 Penalty: 3972.149414
	Iteration 14Q: 3 clusters Score -394161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -394165.906250 Penalty: 3972.149414
	Iteration 15Q: 3 clusters Score -394165.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -394167.812500 Penalty: 3972.149414
	Iteration 16Q: 3 clusters Score -394167.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -394171.250000 Penalty: 3972.149414
	Iteration 17Q: 3 clusters Score -394171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -394172.093750 Penalty: 3972.149414
	Iteration 18Q: 3 clusters Score -394172.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -394172.093750 Penalty: 3972.149414
	Iteration 19F: 3 clusters Score -394172.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Entering Unmasked Estep 
Score: -1437724.125000 Penalty: 2303.273682
	Iteration 0F: 2 clusters Score -1437724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1429634.750000 Penalty: 4606.547363
	Iteration 0F: 3 clusters Score -1429635 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1432043.000000 Penalty: 4606.547363
	Iteration 1F: 3 clusters Score -1432043 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1432375.000000 Penalty: 4606.547363
	Iteration 2F: 3 clusters Score -1432375 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1432626.875000 Penalty: 4606.547363
	Iteration 3F: 3 clusters Score -1432627 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1432847.250000 Penalty: 4606.547363
	Iteration 4Q: 3 clusters Score -1432847 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1433031.625000 Penalty: 4606.547363
	Iteration 5Q: 3 clusters Score -1433032 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1433186.750000 Penalty: 4606.547363
	Iteration 6Q: 3 clusters Score -1433187 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1433314.875000 Penalty: 4606.547363
	Iteration 7Q: 3 clusters Score -1433315 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1433435.125000 Penalty: 4606.547363
	Iteration 8Q: 3 clusters Score -1433435 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1433541.875000 Penalty: 4606.547363
	Iteration 9Q: 3 clusters Score -1433542 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1433648.500000 Penalty: 4606.547363
	Iteration 10Q: 3 clusters Score -1433648 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1433767.750000 Penalty: 4606.547363
	Iteration 11Q: 3 clusters Score -1433768 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1433866.750000 Penalty: 4606.547363
	Iteration 12Q: 3 clusters Score -1433867 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1433971.375000 Penalty: 4606.547363
	Iteration 13Q: 3 clusters Score -1433971 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1434076.000000 Penalty: 4606.547363
	Iteration 14Q: 3 clusters Score -1434076 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1434193.375000 Penalty: 4606.547363
	Iteration 15Q: 3 clusters Score -1434193 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1434324.000000 Penalty: 4606.547363
	Iteration 16Q: 3 clusters Score -1434324 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1434458.125000 Penalty: 4606.547363
	Iteration 17Q: 3 clusters Score -1434458 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1434555.000000 Penalty: 4606.547363
	Iteration 18Q: 3 clusters Score -1434555 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1434638.500000 Penalty: 4606.547363
	Iteration 19Q: 3 clusters Score -1434638 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1434718.875000 Penalty: 4606.547363
	Iteration 20F: 3 clusters Score -1434719 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1434790.500000 Penalty: 4606.547363
	Iteration 21Q: 3 clusters Score -1434790 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1434889.500000 Penalty: 4606.547363
	Iteration 22Q: 3 clusters Score -1434890 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1434996.000000 Penalty: 4606.547363
	Iteration 23Q: 3 clusters Score -1434996 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1435083.250000 Penalty: 4606.547363
	Iteration 24Q: 3 clusters Score -1435083 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1435177.375000 Penalty: 4606.547363
	Iteration 25Q: 3 clusters Score -1435177 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1435264.125000 Penalty: 4606.547363
	Iteration 26Q: 3 clusters Score -1435264 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1435345.500000 Penalty: 4606.547363
	Iteration 27Q: 3 clusters Score -1435346 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1435421.500000 Penalty: 4606.547363
	Iteration 28Q: 3 clusters Score -1435422 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1435489.125000 Penalty: 4606.547363
	Iteration 29Q: 3 clusters Score -1435489 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1435539.750000 Penalty: 4606.547363
	Iteration 30Q: 3 clusters Score -1435540 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1435592.250000 Penalty: 4606.547363
	Iteration 31Q: 3 clusters Score -1435592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1435629.875000 Penalty: 4606.547363
	Iteration 32Q: 3 clusters Score -1435630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1435653.375000 Penalty: 4606.547363
	Iteration 33Q: 3 clusters Score -1435653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1435672.125000 Penalty: 4606.547363
	Iteration 34Q: 3 clusters Score -1435672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1435687.875000 Penalty: 4606.547363
	Iteration 35Q: 3 clusters Score -1435688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1435710.250000 Penalty: 4606.547363
	Iteration 36Q: 3 clusters Score -1435710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1435733.125000 Penalty: 4606.547363
	Iteration 37Q: 3 clusters Score -1435733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1435744.375000 Penalty: 4606.547363
	Iteration 38Q: 3 clusters Score -1435744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1435752.750000 Penalty: 4606.547363
	Iteration 39Q: 3 clusters Score -1435753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1435757.375000 Penalty: 4606.547363
	Iteration 40F: 3 clusters Score -1435757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1435762.000000 Penalty: 4606.547363
	Iteration 41Q: 3 clusters Score -1435762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1435766.375000 Penalty: 4606.547363
	Iteration 42Q: 3 clusters Score -1435766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1435768.000000 Penalty: 4606.547363
	Iteration 43Q: 3 clusters Score -1435768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1435769.375000 Penalty: 4606.547363
	Iteration 44Q: 3 clusters Score -1435769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1435774.375000 Penalty: 4606.547363
	Iteration 45Q: 3 clusters Score -1435774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1435778.250000 Penalty: 4606.547363
	Iteration 46Q: 3 clusters Score -1435778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1435779.375000 Penalty: 4606.547363
	Iteration 47Q: 3 clusters Score -1435779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1435779.500000 Penalty: 4606.547363
	Iteration 48Q: 3 clusters Score -1435780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1435779.000000 Penalty: 4606.547363
	Iteration 49Q: 3 clusters Score -1435779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1435779.250000 Penalty: 4606.547363
	Iteration 50Q: 3 clusters Score -1435779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1435779.250000 Penalty: 4606.547363
	Iteration 51F: 3 clusters Score -1435779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -51100.777344 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -51100.78 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 211 members 
Entering Unmasked Estep 
Score: -49698.277344 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -49698.28 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50017.660156 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -50017.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50159.917969 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -50159.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50187.652344 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -50187.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50205.519531 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -50205.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50236.812500 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -50236.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50272.593750 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -50272.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50307.605469 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -50307.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50322.082031 Penalty: 3016.780762
	Iteration 8Q: 3 clusters Score -50322.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50331.058594 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -50331.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50338.062500 Penalty: 3016.780762
	Iteration 10Q: 3 clusters Score -50338.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50345.136719 Penalty: 3016.780762
	Iteration 11Q: 3 clusters Score -50345.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50358.378906 Penalty: 3016.780762
	Iteration 12Q: 3 clusters Score -50358.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50371.101562 Penalty: 3016.780762
	Iteration 13Q: 3 clusters Score -50371.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50385.367188 Penalty: 3016.780762
	Iteration 14Q: 3 clusters Score -50385.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50418.277344 Penalty: 3016.780762
	Iteration 15Q: 3 clusters Score -50418.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50446.027344 Penalty: 3016.780762
	Iteration 16Q: 3 clusters Score -50446.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50458.605469 Penalty: 3016.780762
	Iteration 17Q: 3 clusters Score -50458.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50488.605469 Penalty: 3016.780762
	Iteration 18Q: 3 clusters Score -50488.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50504.921875 Penalty: 3016.780762
	Iteration 19Q: 3 clusters Score -50504.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50515.734375 Penalty: 3016.780762
	Iteration 20F: 3 clusters Score -50515.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -15018.781250 Penalty: 1207.148560
	Iteration 0F: 2 clusters Score -15018.78 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 66 members 
Entering Unmasked Estep 
Score: -14034.046875 Penalty: 2414.297119
	Iteration 0F: 3 clusters Score -14034.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14098.759766 Penalty: 2414.297119
	Iteration 1Q: 3 clusters Score -14098.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14117.378906 Penalty: 2414.297119
	Iteration 2Q: 3 clusters Score -14117.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -14126.363281 Penalty: 2414.297119
	Iteration 3Q: 3 clusters Score -14126.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -14126.363281 Penalty: 2414.297119
	Iteration 4F: 3 clusters Score -14126.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -86302.460938 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -86302.46 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 351 members 
Entering Unmasked Estep 
Score: -84631.968750 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -84631.97 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84853.578125 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -84853.58 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -84960.078125 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -84960.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -85053.734375 Penalty: 3245.780273
	Iteration 3F: 3 clusters Score -85053.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -85157.828125 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -85157.83 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -85286.257812 Penalty: 3245.780273
	Iteration 5F: 3 clusters Score -85286.26 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -85561.312500 Penalty: 3245.780273
	Iteration 6F: 3 clusters Score -85561.31 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -86028.460938 Penalty: 3245.780273
	Iteration 7F: 3 clusters Score -86028.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -86406.406250 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -86406.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -86555.164062 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -86555.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -86710.015625 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -86710.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -86784.429688 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -86784.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -86833.726562 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -86833.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -86913.929688 Penalty: 3245.780273
	Iteration 13Q: 3 clusters Score -86913.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -86957.625000 Penalty: 3245.780273
	Iteration 14Q: 3 clusters Score -86957.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -86962.562500 Penalty: 3245.780273
	Iteration 15Q: 3 clusters Score -86962.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -86962.562500 Penalty: 3245.780273
	Iteration 16F: 3 clusters Score -86962.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13429 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 19097 members 
Mstep: Class 6 contains 38107 members 
Mstep: Class 7 contains 89049 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 12362 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 165935 members 
Mstep: Class 12 contains 771 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 63764 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 31565 members 
Mstep: Class 19 contains 158113 members 
Mstep: Class 20 contains 18562 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 10304 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 26182 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 381 members 
Mstep: Class 28 contains 4646 members 
Mstep: Class 29 contains 21414 members 
Mstep: Class 30 contains 720 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 10801 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 130 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 487 members 
Entering Unmasked Estep 
Score: -100914856.000000 Penalty: 124296.320312
Splitting cluster 36 changes total score from -100916048.000000 to -100914856.000000
So it's not getting split.
--- Evaluating fit on full set of 2290818 points ---
Entering Unmasked Estep 
Score: -301848224.000000 Penalty: 130745.375000
21->37 Clusters: Score -301848224.000000, best is -301779616.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 763606 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 36547 members 
Mstep: Class 3 contains 36363 members 
Mstep: Class 4 contains 36442 members 
Mstep: Class 5 contains 36272 members 
Mstep: Class 6 contains 36401 members 
Mstep: Class 7 contains 36100 members 
Mstep: Class 8 contains 36472 members 
Mstep: Class 9 contains 36417 members 
Mstep: Class 10 contains 36424 members 
Mstep: Class 11 contains 36447 members 
Mstep: Class 12 contains 36096 members 
Mstep: Class 13 contains 36301 members 
Mstep: Class 14 contains 36186 members 
Mstep: Class 15 contains 36411 members 
Mstep: Class 16 contains 36201 members 
Mstep: Class 17 contains 36166 members 
Mstep: Class 18 contains 36457 members 
Mstep: Class 19 contains 36749 members 
Mstep: Class 20 contains 36355 members 
Mstep: Class 21 contains 36545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 730.542847 but Gain 3359.359375
Score: -95473512.000000 Penalty: 67187.203125
Iteration 0F: 21 clusters Score -9.547351e+07 nChanged 724336
Entering Unmasked Mstep 
Mstep: Class 0 contains 2149 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 68065 members 
Mstep: Class 3 contains 29019 members 
Mstep: Class 4 contains 23385 members 
Mstep: Class 5 contains 60119 members 
Mstep: Class 7 contains 57501 members 
Mstep: Class 8 contains 19852 members 
Mstep: Class 9 contains 107620 members 
Mstep: Class 10 contains 45423 members 
Mstep: Class 11 contains 17444 members 
Mstep: Class 12 contains 40579 members 
Mstep: Class 13 contains 68930 members 
Mstep: Class 14 contains 30754 members 
Mstep: Class 15 contains 40634 members 
Mstep: Class 16 contains 15550 members 
Mstep: Class 17 contains 28334 members 
Mstep: Class 18 contains 21106 members 
Mstep: Class 19 contains 18752 members 
Mstep: Class 20 contains 15004 members 
Mstep: Class 21 contains 43612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98512328.000000 Penalty: 67187.203125
Iteration 1F: 21 clusters Score -9.851233e+07 nChanged 350085
Entering Unmasked Mstep 
Mstep: Class 0 contains 1439 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 68462 members 
Mstep: Class 3 contains 20368 members 
Mstep: Class 4 contains 32506 members 
Mstep: Class 5 contains 64108 members 
Mstep: Class 7 contains 36053 members 
Mstep: Class 8 contains 15017 members 
Mstep: Class 9 contains 168135 members 
Mstep: Class 10 contains 27669 members 
Mstep: Class 11 contains 15241 members 
Mstep: Class 12 contains 40207 members 
Mstep: Class 13 contains 90503 members 
Mstep: Class 14 contains 24789 members 
Mstep: Class 15 contains 24938 members 
Mstep: Class 16 contains 16250 members 
Mstep: Class 17 contains 33630 members 
Mstep: Class 18 contains 19162 members 
Mstep: Class 19 contains 8507 members 
Mstep: Class 20 contains 18726 members 
Mstep: Class 21 contains 33015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99459000.000000 Penalty: 67187.203125
Iteration 2F: 21 clusters Score -9.9459e+07 nChanged 232712
Entering Unmasked Mstep 
Mstep: Class 0 contains 817 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 60079 members 
Mstep: Class 3 contains 15007 members 
Mstep: Class 4 contains 45342 members 
Mstep: Class 5 contains 56732 members 
Mstep: Class 7 contains 25532 members 
Mstep: Class 8 contains 15500 members 
Mstep: Class 9 contains 186571 members 
Mstep: Class 10 contains 21750 members 
Mstep: Class 11 contains 26608 members 
Mstep: Class 12 contains 51835 members 
Mstep: Class 13 contains 86292 members 
Mstep: Class 14 contains 24433 members 
Mstep: Class 15 contains 10089 members 
Mstep: Class 16 contains 19446 members 
Mstep: Class 17 contains 30648 members 
Mstep: Class 18 contains 18665 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 24042 members 
Mstep: Class 21 contains 37070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100050752.000000 Penalty: 67187.203125
Iteration 3F: 21 clusters Score -1.000508e+08 nChanged 169157
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 46798 members 
Mstep: Class 3 contains 11173 members 
Mstep: Class 4 contains 59374 members 
Mstep: Class 5 contains 43403 members 
Mstep: Class 7 contains 20866 members 
Mstep: Class 8 contains 16872 members 
Mstep: Class 9 contains 198318 members 
Mstep: Class 10 contains 18059 members 
Mstep: Class 11 contains 41539 members 
Mstep: Class 12 contains 59036 members 
Mstep: Class 13 contains 70863 members 
Mstep: Class 14 contains 27117 members 
Mstep: Class 15 contains 5092 members 
Mstep: Class 16 contains 20058 members 
Mstep: Class 17 contains 29549 members 
Mstep: Class 18 contains 22924 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 27221 members 
Mstep: Class 21 contains 38907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100331592.000000 Penalty: 67187.203125
Iteration 4F: 21 clusters Score -1.003316e+08 nChanged 115594
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 39374 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 71535 members 
Mstep: Class 5 contains 31439 members 
Mstep: Class 7 contains 18205 members 
Mstep: Class 8 contains 17577 members 
Mstep: Class 9 contains 201049 members 
Mstep: Class 10 contains 16538 members 
Mstep: Class 11 contains 53150 members 
Mstep: Class 12 contains 59359 members 
Mstep: Class 13 contains 61893 members 
Mstep: Class 14 contains 27858 members 
Mstep: Class 15 contains 3518 members 
Mstep: Class 16 contains 19184 members 
Mstep: Class 17 contains 32561 members 
Mstep: Class 18 contains 28929 members 
Mstep: Class 19 contains 3919 members 
Mstep: Class 20 contains 27804 members 
Mstep: Class 21 contains 38518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100464128.000000 Penalty: 67187.203125
Iteration 5F: 21 clusters Score -1.004641e+08 nChanged 81062
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 36172 members 
Mstep: Class 3 contains 7398 members 
Mstep: Class 4 contains 79986 members 
Mstep: Class 5 contains 24227 members 
Mstep: Class 7 contains 16410 members 
Mstep: Class 8 contains 18110 members 
Mstep: Class 9 contains 196222 members 
Mstep: Class 10 contains 16389 members 
Mstep: Class 11 contains 60460 members 
Mstep: Class 12 contains 56744 members 
Mstep: Class 13 contains 63603 members 
Mstep: Class 14 contains 27117 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 16 contains 17811 members 
Mstep: Class 17 contains 35970 members 
Mstep: Class 18 contains 32482 members 
Mstep: Class 19 contains 4122 members 
Mstep: Class 20 contains 27710 members 
Mstep: Class 21 contains 37528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100550992.000000 Penalty: 67187.203125
Iteration 6F: 21 clusters Score -1.00551e+08 nChanged 62812
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 34405 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 85821 members 
Mstep: Class 5 contains 20964 members 
Mstep: Class 7 contains 15288 members 
Mstep: Class 8 contains 18279 members 
Mstep: Class 9 contains 187970 members 
Mstep: Class 10 contains 16611 members 
Mstep: Class 11 contains 63070 members 
Mstep: Class 12 contains 52567 members 
Mstep: Class 13 contains 73022 members 
Mstep: Class 14 contains 26137 members 
Mstep: Class 15 contains 2378 members 
Mstep: Class 16 contains 16548 members 
Mstep: Class 17 contains 38097 members 
Mstep: Class 18 contains 34862 members 
Mstep: Class 19 contains 4516 members 
Mstep: Class 20 contains 27728 members 
Mstep: Class 21 contains 36475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100617768.000000 Penalty: 67187.203125
Iteration 7F: 21 clusters Score -1.006178e+08 nChanged 53254
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 32341 members 
Mstep: Class 3 contains 6028 members 
Mstep: Class 4 contains 89334 members 
Mstep: Class 5 contains 19717 members 
Mstep: Class 7 contains 14873 members 
Mstep: Class 8 contains 18282 members 
Mstep: Class 9 contains 179358 members 
Mstep: Class 10 contains 16887 members 
Mstep: Class 11 contains 61314 members 
Mstep: Class 12 contains 48120 members 
Mstep: Class 13 contains 87933 members 
Mstep: Class 14 contains 25354 members 
Mstep: Class 15 contains 2091 members 
Mstep: Class 16 contains 15527 members 
Mstep: Class 17 contains 39163 members 
Mstep: Class 18 contains 36483 members 
Mstep: Class 19 contains 5109 members 
Mstep: Class 20 contains 27893 members 
Mstep: Class 21 contains 35448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100671568.000000 Penalty: 67187.203125
Iteration 8F: 21 clusters Score -1.006716e+08 nChanged 46761
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 29467 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 90869 members 
Mstep: Class 5 contains 18630 members 
Mstep: Class 7 contains 15013 members 
Mstep: Class 8 contains 18406 members 
Mstep: Class 9 contains 172319 members 
Mstep: Class 10 contains 17145 members 
Mstep: Class 11 contains 56995 members 
Mstep: Class 12 contains 43877 members 
Mstep: Class 13 contains 104492 members 
Mstep: Class 14 contains 24558 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 14858 members 
Mstep: Class 17 contains 40572 members 
Mstep: Class 18 contains 37685 members 
Mstep: Class 19 contains 5956 members 
Mstep: Class 20 contains 28163 members 
Mstep: Class 21 contains 34428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100719856.000000 Penalty: 67187.203125
Iteration 9F: 21 clusters Score -1.007199e+08 nChanged 40009
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 25523 members 
Mstep: Class 3 contains 5879 members 
Mstep: Class 4 contains 91082 members 
Mstep: Class 5 contains 16798 members 
Mstep: Class 7 contains 15565 members 
Mstep: Class 8 contains 18605 members 
Mstep: Class 9 contains 168288 members 
Mstep: Class 10 contains 17395 members 
Mstep: Class 11 contains 51741 members 
Mstep: Class 12 contains 40417 members 
Mstep: Class 13 contains 119783 members 
Mstep: Class 14 contains 23695 members 
Mstep: Class 15 contains 1878 members 
Mstep: Class 16 contains 14428 members 
Mstep: Class 17 contains 43057 members 
Mstep: Class 18 contains 38536 members 
Mstep: Class 19 contains 6860 members 
Mstep: Class 20 contains 28335 members 
Mstep: Class 21 contains 33383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100756304.000000 Penalty: 67187.203125
Iteration 10F: 21 clusters Score -1.007563e+08 nChanged 32281
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 20905 members 
Mstep: Class 3 contains 6124 members 
Mstep: Class 4 contains 90857 members 
Mstep: Class 5 contains 14821 members 
Mstep: Class 7 contains 16439 members 
Mstep: Class 8 contains 18607 members 
Mstep: Class 9 contains 166442 members 
Mstep: Class 10 contains 17585 members 
Mstep: Class 11 contains 47055 members 
Mstep: Class 12 contains 37940 members 
Mstep: Class 13 contains 132137 members 
Mstep: Class 14 contains 23040 members 
Mstep: Class 15 contains 1842 members 
Mstep: Class 16 contains 14169 members 
Mstep: Class 17 contains 45790 members 
Mstep: Class 18 contains 39140 members 
Mstep: Class 19 contains 7728 members 
Mstep: Class 20 contains 28379 members 
Mstep: Class 21 contains 32224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100778624.000000 Penalty: 67187.203125
Iteration 11Q: 21 clusters Score -1.007786e+08 nChanged 25173
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 16225 members 
Mstep: Class 3 contains 6463 members 
Mstep: Class 4 contains 90915 members 
Mstep: Class 5 contains 13232 members 
Mstep: Class 7 contains 17482 members 
Mstep: Class 8 contains 18259 members 
Mstep: Class 9 contains 165500 members 
Mstep: Class 10 contains 17735 members 
Mstep: Class 11 contains 43330 members 
Mstep: Class 12 contains 36205 members 
Mstep: Class 13 contains 141828 members 
Mstep: Class 14 contains 22671 members 
Mstep: Class 15 contains 1767 members 
Mstep: Class 16 contains 13995 members 
Mstep: Class 17 contains 48211 members 
Mstep: Class 18 contains 39492 members 
Mstep: Class 19 contains 8424 members 
Mstep: Class 20 contains 28345 members 
Mstep: Class 21 contains 31065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100793128.000000 Penalty: 67187.203125
Iteration 12Q: 21 clusters Score -1.007931e+08 nChanged 19672
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 12144 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 91225 members 
Mstep: Class 5 contains 12135 members 
Mstep: Class 7 contains 18647 members 
Mstep: Class 8 contains 17591 members 
Mstep: Class 9 contains 165028 members 
Mstep: Class 10 contains 17868 members 
Mstep: Class 11 contains 40413 members 
Mstep: Class 12 contains 34743 members 
Mstep: Class 13 contains 149016 members 
Mstep: Class 14 contains 22442 members 
Mstep: Class 15 contains 1710 members 
Mstep: Class 16 contains 13898 members 
Mstep: Class 17 contains 50268 members 
Mstep: Class 18 contains 39670 members 
Mstep: Class 19 contains 8976 members 
Mstep: Class 20 contains 28269 members 
Mstep: Class 21 contains 29961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100805264.000000 Penalty: 67187.203125
Iteration 13Q: 21 clusters Score -1.008053e+08 nChanged 16347
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8728 members 
Mstep: Class 3 contains 7789 members 
Mstep: Class 4 contains 91605 members 
Mstep: Class 5 contains 11335 members 
Mstep: Class 7 contains 19922 members 
Mstep: Class 8 contains 16561 members 
Mstep: Class 9 contains 164699 members 
Mstep: Class 10 contains 17964 members 
Mstep: Class 11 contains 37938 members 
Mstep: Class 12 contains 33605 members 
Mstep: Class 13 contains 154531 members 
Mstep: Class 14 contains 22380 members 
Mstep: Class 15 contains 1685 members 
Mstep: Class 16 contains 13841 members 
Mstep: Class 17 contains 51910 members 
Mstep: Class 18 contains 39691 members 
Mstep: Class 19 contains 9754 members 
Mstep: Class 20 contains 28249 members 
Mstep: Class 21 contains 28835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100812936.000000 Penalty: 67187.203125
Iteration 14Q: 21 clusters Score -1.008129e+08 nChanged 13287
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6146 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 91879 members 
Mstep: Class 5 contains 10695 members 
Mstep: Class 7 contains 21319 members 
Mstep: Class 8 contains 15430 members 
Mstep: Class 9 contains 164404 members 
Mstep: Class 10 contains 18034 members 
Mstep: Class 11 contains 35898 members 
Mstep: Class 12 contains 32549 members 
Mstep: Class 13 contains 158700 members 
Mstep: Class 14 contains 22366 members 
Mstep: Class 15 contains 1670 members 
Mstep: Class 16 contains 13813 members 
Mstep: Class 17 contains 53311 members 
Mstep: Class 18 contains 39643 members 
Mstep: Class 19 contains 10393 members 
Mstep: Class 20 contains 28265 members 
Mstep: Class 21 contains 27750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100818656.000000 Penalty: 67187.203125
Iteration 15Q: 21 clusters Score -1.008187e+08 nChanged 11112
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4490 members 
Mstep: Class 3 contains 9858 members 
Mstep: Class 4 contains 92050 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 7 contains 22820 members 
Mstep: Class 8 contains 14247 members 
Mstep: Class 9 contains 164110 members 
Mstep: Class 10 contains 18106 members 
Mstep: Class 11 contains 34278 members 
Mstep: Class 12 contains 31581 members 
Mstep: Class 13 contains 161648 members 
Mstep: Class 14 contains 22335 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 13783 members 
Mstep: Class 17 contains 54523 members 
Mstep: Class 18 contains 39525 members 
Mstep: Class 19 contains 10903 members 
Mstep: Class 20 contains 28299 members 
Mstep: Class 21 contains 26715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100823672.000000 Penalty: 67187.203125
Iteration 16Q: 21 clusters Score -1.008237e+08 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3505 members 
Mstep: Class 3 contains 11106 members 
Mstep: Class 4 contains 92202 members 
Mstep: Class 5 contains 9538 members 
Mstep: Class 7 contains 24308 members 
Mstep: Class 8 contains 12970 members 
Mstep: Class 9 contains 163763 members 
Mstep: Class 10 contains 18206 members 
Mstep: Class 11 contains 32922 members 
Mstep: Class 12 contains 30711 members 
Mstep: Class 13 contains 163719 members 
Mstep: Class 14 contains 22331 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 13752 members 
Mstep: Class 17 contains 55560 members 
Mstep: Class 18 contains 39401 members 
Mstep: Class 19 contains 11333 members 
Mstep: Class 20 contains 28294 members 
Mstep: Class 21 contains 25757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100827960.000000 Penalty: 67187.203125
Iteration 17Q: 21 clusters Score -1.00828e+08 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 12412 members 
Mstep: Class 4 contains 92338 members 
Mstep: Class 5 contains 9022 members 
Mstep: Class 7 contains 25669 members 
Mstep: Class 8 contains 11759 members 
Mstep: Class 9 contains 163449 members 
Mstep: Class 10 contains 18300 members 
Mstep: Class 11 contains 31809 members 
Mstep: Class 12 contains 29921 members 
Mstep: Class 13 contains 165158 members 
Mstep: Class 14 contains 22304 members 
Mstep: Class 15 contains 1640 members 
Mstep: Class 16 contains 13727 members 
Mstep: Class 17 contains 56447 members 
Mstep: Class 18 contains 39202 members 
Mstep: Class 19 contains 11671 members 
Mstep: Class 20 contains 28262 members 
Mstep: Class 21 contains 24866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100831240.000000 Penalty: 67187.203125
Iteration 18Q: 21 clusters Score -1.008312e+08 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2941 members 
Mstep: Class 3 contains 13626 members 
Mstep: Class 4 contains 92443 members 
Mstep: Class 5 contains 8484 members 
Mstep: Class 7 contains 26841 members 
Mstep: Class 8 contains 10643 members 
Mstep: Class 9 contains 163167 members 
Mstep: Class 10 contains 18406 members 
Mstep: Class 11 contains 30842 members 
Mstep: Class 12 contains 29276 members 
Mstep: Class 13 contains 166144 members 
Mstep: Class 14 contains 22295 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 13701 members 
Mstep: Class 17 contains 57233 members 
Mstep: Class 18 contains 39005 members 
Mstep: Class 19 contains 11980 members 
Mstep: Class 20 contains 28194 members 
Mstep: Class 21 contains 24174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100834080.000000 Penalty: 67187.203125
Iteration 19Q: 21 clusters Score -1.008341e+08 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2927 members 
Mstep: Class 3 contains 14699 members 
Mstep: Class 4 contains 92546 members 
Mstep: Class 5 contains 8028 members 
Mstep: Class 7 contains 27809 members 
Mstep: Class 8 contains 9686 members 
Mstep: Class 9 contains 162986 members 
Mstep: Class 10 contains 18492 members 
Mstep: Class 11 contains 30080 members 
Mstep: Class 12 contains 28663 members 
Mstep: Class 13 contains 166819 members 
Mstep: Class 14 contains 22287 members 
Mstep: Class 15 contains 1631 members 
Mstep: Class 16 contains 13677 members 
Mstep: Class 17 contains 57887 members 
Mstep: Class 18 contains 38817 members 
Mstep: Class 19 contains 12204 members 
Mstep: Class 20 contains 28124 members 
Mstep: Class 21 contains 23660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100838080.000000 Penalty: 67187.203125
Iteration 20F: 21 clusters Score -1.008381e+08 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3407 members 
Mstep: Class 3 contains 15657 members 
Mstep: Class 4 contains 92592 members 
Mstep: Class 5 contains 7776 members 
Mstep: Class 7 contains 28599 members 
Mstep: Class 8 contains 8860 members 
Mstep: Class 9 contains 162777 members 
Mstep: Class 10 contains 18610 members 
Mstep: Class 11 contains 29333 members 
Mstep: Class 12 contains 27931 members 
Mstep: Class 13 contains 167305 members 
Mstep: Class 14 contains 22279 members 
Mstep: Class 15 contains 1563 members 
Mstep: Class 16 contains 13655 members 
Mstep: Class 17 contains 58518 members 
Mstep: Class 18 contains 38651 members 
Mstep: Class 19 contains 12382 members 
Mstep: Class 20 contains 28015 members 
Mstep: Class 21 contains 23111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100841368.000000 Penalty: 67187.203125
Iteration 21Q: 21 clusters Score -1.008414e+08 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3905 members 
Mstep: Class 3 contains 16409 members 
Mstep: Class 4 contains 92635 members 
Mstep: Class 5 contains 7476 members 
Mstep: Class 7 contains 29220 members 
Mstep: Class 8 contains 8232 members 
Mstep: Class 9 contains 162573 members 
Mstep: Class 10 contains 18701 members 
Mstep: Class 11 contains 28716 members 
Mstep: Class 12 contains 27309 members 
Mstep: Class 13 contains 167676 members 
Mstep: Class 14 contains 22246 members 
Mstep: Class 15 contains 1530 members 
Mstep: Class 16 contains 13636 members 
Mstep: Class 17 contains 59138 members 
Mstep: Class 18 contains 38540 members 
Mstep: Class 19 contains 12523 members 
Mstep: Class 20 contains 27899 members 
Mstep: Class 21 contains 22657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100843920.000000 Penalty: 67187.203125
Iteration 22Q: 21 clusters Score -1.008439e+08 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4338 members 
Mstep: Class 3 contains 16970 members 
Mstep: Class 4 contains 92656 members 
Mstep: Class 5 contains 7222 members 
Mstep: Class 7 contains 29727 members 
Mstep: Class 8 contains 7755 members 
Mstep: Class 9 contains 162405 members 
Mstep: Class 10 contains 18829 members 
Mstep: Class 11 contains 28200 members 
Mstep: Class 12 contains 26761 members 
Mstep: Class 13 contains 168013 members 
Mstep: Class 14 contains 22216 members 
Mstep: Class 15 contains 1509 members 
Mstep: Class 16 contains 13619 members 
Mstep: Class 17 contains 59694 members 
Mstep: Class 18 contains 38459 members 
Mstep: Class 19 contains 12633 members 
Mstep: Class 20 contains 27736 members 
Mstep: Class 21 contains 22280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100845512.000000 Penalty: 67187.203125
Iteration 23Q: 21 clusters Score -1.008455e+08 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4719 members 
Mstep: Class 3 contains 17423 members 
Mstep: Class 4 contains 92663 members 
Mstep: Class 5 contains 7006 members 
Mstep: Class 7 contains 30160 members 
Mstep: Class 8 contains 7405 members 
Mstep: Class 9 contains 162223 members 
Mstep: Class 10 contains 18965 members 
Mstep: Class 11 contains 27760 members 
Mstep: Class 12 contains 26268 members 
Mstep: Class 13 contains 168304 members 
Mstep: Class 14 contains 22179 members 
Mstep: Class 15 contains 1500 members 
Mstep: Class 16 contains 13595 members 
Mstep: Class 17 contains 60234 members 
Mstep: Class 18 contains 38421 members 
Mstep: Class 19 contains 12677 members 
Mstep: Class 20 contains 27602 members 
Mstep: Class 21 contains 21919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100846984.000000 Penalty: 67187.203125
Iteration 24Q: 21 clusters Score -1.00847e+08 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5037 members 
Mstep: Class 3 contains 17778 members 
Mstep: Class 4 contains 92640 members 
Mstep: Class 5 contains 6819 members 
Mstep: Class 7 contains 30492 members 
Mstep: Class 8 contains 7091 members 
Mstep: Class 9 contains 162070 members 
Mstep: Class 10 contains 19087 members 
Mstep: Class 11 contains 27432 members 
Mstep: Class 12 contains 25876 members 
Mstep: Class 13 contains 168543 members 
Mstep: Class 14 contains 22125 members 
Mstep: Class 15 contains 1497 members 
Mstep: Class 16 contains 13575 members 
Mstep: Class 17 contains 60707 members 
Mstep: Class 18 contains 38398 members 
Mstep: Class 19 contains 12710 members 
Mstep: Class 20 contains 27474 members 
Mstep: Class 21 contains 21672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100848376.000000 Penalty: 67187.203125
Iteration 25Q: 21 clusters Score -1.008484e+08 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5316 members 
Mstep: Class 3 contains 18072 members 
Mstep: Class 4 contains 92602 members 
Mstep: Class 5 contains 6580 members 
Mstep: Class 7 contains 30795 members 
Mstep: Class 8 contains 6793 members 
Mstep: Class 9 contains 161943 members 
Mstep: Class 10 contains 19245 members 
Mstep: Class 11 contains 27153 members 
Mstep: Class 12 contains 25559 members 
Mstep: Class 13 contains 168756 members 
Mstep: Class 14 contains 22079 members 
Mstep: Class 15 contains 1498 members 
Mstep: Class 16 contains 13561 members 
Mstep: Class 17 contains 61107 members 
Mstep: Class 18 contains 38392 members 
Mstep: Class 19 contains 12727 members 
Mstep: Class 20 contains 27363 members 
Mstep: Class 21 contains 21482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100849368.000000 Penalty: 67187.203125
Iteration 26Q: 21 clusters Score -1.008494e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5526 members 
Mstep: Class 3 contains 18293 members 
Mstep: Class 4 contains 92564 members 
Mstep: Class 5 contains 6356 members 
Mstep: Class 7 contains 31014 members 
Mstep: Class 8 contains 6550 members 
Mstep: Class 9 contains 161867 members 
Mstep: Class 10 contains 19396 members 
Mstep: Class 11 contains 26978 members 
Mstep: Class 12 contains 25390 members 
Mstep: Class 13 contains 168885 members 
Mstep: Class 14 contains 22030 members 
Mstep: Class 15 contains 1492 members 
Mstep: Class 16 contains 13551 members 
Mstep: Class 17 contains 61416 members 
Mstep: Class 18 contains 38379 members 
Mstep: Class 19 contains 12744 members 
Mstep: Class 20 contains 27269 members 
Mstep: Class 21 contains 21322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100849736.000000 Penalty: 67187.203125
Iteration 27Q: 21 clusters Score -1.008497e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5685 members 
Mstep: Class 3 contains 18500 members 
Mstep: Class 4 contains 92539 members 
Mstep: Class 5 contains 6162 members 
Mstep: Class 7 contains 31219 members 
Mstep: Class 8 contains 6297 members 
Mstep: Class 9 contains 161793 members 
Mstep: Class 10 contains 19552 members 
Mstep: Class 11 contains 26843 members 
Mstep: Class 12 contains 25255 members 
Mstep: Class 13 contains 168972 members 
Mstep: Class 14 contains 21977 members 
Mstep: Class 15 contains 1489 members 
Mstep: Class 16 contains 13547 members 
Mstep: Class 17 contains 61675 members 
Mstep: Class 18 contains 38363 members 
Mstep: Class 19 contains 12750 members 
Mstep: Class 20 contains 27188 members 
Mstep: Class 21 contains 21216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100850448.000000 Penalty: 67187.203125
Iteration 28Q: 21 clusters Score -1.008504e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5850 members 
Mstep: Class 3 contains 18671 members 
Mstep: Class 4 contains 92519 members 
Mstep: Class 5 contains 5998 members 
Mstep: Class 7 contains 31353 members 
Mstep: Class 8 contains 6085 members 
Mstep: Class 9 contains 161729 members 
Mstep: Class 10 contains 19702 members 
Mstep: Class 11 contains 26731 members 
Mstep: Class 12 contains 25156 members 
Mstep: Class 13 contains 169046 members 
Mstep: Class 14 contains 21941 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 13543 members 
Mstep: Class 17 contains 61887 members 
Mstep: Class 18 contains 38351 members 
Mstep: Class 19 contains 12741 members 
Mstep: Class 20 contains 27107 members 
Mstep: Class 21 contains 21125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100850616.000000 Penalty: 67187.203125
Iteration 29Q: 21 clusters Score -1.008506e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 18842 members 
Mstep: Class 4 contains 92486 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 7 contains 31485 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 161678 members 
Mstep: Class 10 contains 19864 members 
Mstep: Class 11 contains 26634 members 
Mstep: Class 12 contains 25055 members 
Mstep: Class 13 contains 169103 members 
Mstep: Class 14 contains 21912 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 13536 members 
Mstep: Class 17 contains 62072 members 
Mstep: Class 18 contains 38334 members 
Mstep: Class 19 contains 12729 members 
Mstep: Class 20 contains 27031 members 
Mstep: Class 21 contains 21059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100851120.000000 Penalty: 67187.203125
Iteration 30Q: 21 clusters Score -1.008511e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6053 members 
Mstep: Class 3 contains 18994 members 
Mstep: Class 4 contains 92475 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 7 contains 31604 members 
Mstep: Class 8 contains 5643 members 
Mstep: Class 9 contains 161642 members 
Mstep: Class 10 contains 19985 members 
Mstep: Class 11 contains 26562 members 
Mstep: Class 12 contains 24985 members 
Mstep: Class 13 contains 169141 members 
Mstep: Class 14 contains 21891 members 
Mstep: Class 15 contains 1486 members 
Mstep: Class 16 contains 13523 members 
Mstep: Class 17 contains 62256 members 
Mstep: Class 18 contains 38311 members 
Mstep: Class 19 contains 12714 members 
Mstep: Class 20 contains 26955 members 
Mstep: Class 21 contains 21025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100851032.000000 Penalty: 67187.203125
Iteration 31Q: 21 clusters Score -1.00851e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6100 members 
Mstep: Class 3 contains 19132 members 
Mstep: Class 4 contains 92468 members 
Mstep: Class 5 contains 5690 members 
Mstep: Class 7 contains 31752 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 161599 members 
Mstep: Class 10 contains 20058 members 
Mstep: Class 11 contains 26503 members 
Mstep: Class 12 contains 24930 members 
Mstep: Class 13 contains 169166 members 
Mstep: Class 14 contains 21879 members 
Mstep: Class 15 contains 1486 members 
Mstep: Class 16 contains 13516 members 
Mstep: Class 17 contains 62435 members 
Mstep: Class 18 contains 38292 members 
Mstep: Class 19 contains 12707 members 
Mstep: Class 20 contains 26876 members 
Mstep: Class 21 contains 20980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100851328.000000 Penalty: 67187.203125
Iteration 32Q: 21 clusters Score -1.008513e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6153 members 
Mstep: Class 3 contains 19259 members 
Mstep: Class 4 contains 92454 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 7 contains 31884 members 
Mstep: Class 8 contains 5293 members 
Mstep: Class 9 contains 161556 members 
Mstep: Class 10 contains 20123 members 
Mstep: Class 11 contains 26453 members 
Mstep: Class 12 contains 24892 members 
Mstep: Class 13 contains 169195 members 
Mstep: Class 14 contains 21851 members 
Mstep: Class 15 contains 1479 members 
Mstep: Class 16 contains 13515 members 
Mstep: Class 17 contains 62589 members 
Mstep: Class 18 contains 38277 members 
Mstep: Class 19 contains 12695 members 
Mstep: Class 20 contains 26807 members 
Mstep: Class 21 contains 20953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100851616.000000 Penalty: 67187.203125
Iteration 33Q: 21 clusters Score -1.008516e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6219 members 
Mstep: Class 3 contains 19383 members 
Mstep: Class 4 contains 92442 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 7 contains 31968 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 161517 members 
Mstep: Class 10 contains 20179 members 
Mstep: Class 11 contains 26407 members 
Mstep: Class 12 contains 24849 members 
Mstep: Class 13 contains 169213 members 
Mstep: Class 14 contains 21838 members 
Mstep: Class 15 contains 1475 members 
Mstep: Class 16 contains 13511 members 
Mstep: Class 17 contains 62736 members 
Mstep: Class 18 contains 38264 members 
Mstep: Class 19 contains 12687 members 
Mstep: Class 20 contains 26737 members 
Mstep: Class 21 contains 20927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100851656.000000 Penalty: 67187.203125
Iteration 34Q: 21 clusters Score -1.008517e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6286 members 
Mstep: Class 3 contains 19489 members 
Mstep: Class 4 contains 92433 members 
Mstep: Class 5 contains 5420 members 
Mstep: Class 7 contains 32044 members 
Mstep: Class 8 contains 5044 members 
Mstep: Class 9 contains 161489 members 
Mstep: Class 10 contains 20211 members 
Mstep: Class 11 contains 26372 members 
Mstep: Class 12 contains 24825 members 
Mstep: Class 13 contains 169206 members 
Mstep: Class 14 contains 21819 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 13507 members 
Mstep: Class 17 contains 62891 members 
Mstep: Class 18 contains 38257 members 
Mstep: Class 19 contains 12676 members 
Mstep: Class 20 contains 26677 members 
Mstep: Class 21 contains 20907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100851888.000000 Penalty: 67187.203125
Iteration 35Q: 21 clusters Score -1.008519e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 19589 members 
Mstep: Class 4 contains 92427 members 
Mstep: Class 5 contains 5330 members 
Mstep: Class 7 contains 32111 members 
Mstep: Class 8 contains 4941 members 
Mstep: Class 9 contains 161462 members 
Mstep: Class 10 contains 20240 members 
Mstep: Class 11 contains 26345 members 
Mstep: Class 12 contains 24815 members 
Mstep: Class 13 contains 169200 members 
Mstep: Class 14 contains 21811 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 13497 members 
Mstep: Class 17 contains 63038 members 
Mstep: Class 18 contains 38248 members 
Mstep: Class 19 contains 12656 members 
Mstep: Class 20 contains 26623 members 
Mstep: Class 21 contains 20889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100851968.000000 Penalty: 67187.203125
Iteration 36Q: 21 clusters Score -1.00852e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6365 members 
Mstep: Class 3 contains 19677 members 
Mstep: Class 4 contains 92411 members 
Mstep: Class 5 contains 5243 members 
Mstep: Class 7 contains 32166 members 
Mstep: Class 8 contains 4866 members 
Mstep: Class 9 contains 161438 members 
Mstep: Class 10 contains 20266 members 
Mstep: Class 11 contains 26327 members 
Mstep: Class 12 contains 24808 members 
Mstep: Class 13 contains 169196 members 
Mstep: Class 14 contains 21805 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 13493 members 
Mstep: Class 17 contains 63152 members 
Mstep: Class 18 contains 38239 members 
Mstep: Class 19 contains 12640 members 
Mstep: Class 20 contains 26578 members 
Mstep: Class 21 contains 20884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100851984.000000 Penalty: 67187.203125
Iteration 37Q: 21 clusters Score -1.00852e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6398 members 
Mstep: Class 3 contains 19775 members 
Mstep: Class 4 contains 92406 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 7 contains 32210 members 
Mstep: Class 8 contains 4796 members 
Mstep: Class 9 contains 161418 members 
Mstep: Class 10 contains 20278 members 
Mstep: Class 11 contains 26318 members 
Mstep: Class 12 contains 24794 members 
Mstep: Class 13 contains 169190 members 
Mstep: Class 14 contains 21793 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 13489 members 
Mstep: Class 17 contains 63248 members 
Mstep: Class 18 contains 38239 members 
Mstep: Class 19 contains 12628 members 
Mstep: Class 20 contains 26540 members 
Mstep: Class 21 contains 20870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100851976.000000 Penalty: 67187.203125
Iteration 38Q: 21 clusters Score -1.00852e+08 nChanged 557
Entering ConstructFrom: 
Score: -100851976.000000 Penalty: 67187.203125
Entering ConstructFrom: 
Trying to split cluster 1 (2563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Entering Unmasked Estep 
Score: -304653.500000 Penalty: 1946.535522
	Iteration 0F: 2 clusters Score -304653.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -301871.593750 Penalty: 3893.071045
	Iteration 0F: 3 clusters Score -301871.6 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -304198.500000 Penalty: 3893.071045
	Iteration 1F: 3 clusters Score -304198.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -306669.343750 Penalty: 3893.071045
	Iteration 2F: 3 clusters Score -306669.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -307671.656250 Penalty: 3893.071045
	Iteration 3F: 3 clusters Score -307671.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -308213.500000 Penalty: 3893.071045
	Iteration 4Q: 3 clusters Score -308213.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -308641.812500 Penalty: 3893.071045
	Iteration 5Q: 3 clusters Score -308641.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -309027.281250 Penalty: 3893.071045
	Iteration 6Q: 3 clusters Score -309027.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -309290.625000 Penalty: 3893.071045
	Iteration 7Q: 3 clusters Score -309290.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -309386.843750 Penalty: 3893.071045
	Iteration 8Q: 3 clusters Score -309386.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -309395.375000 Penalty: 3893.071045
	Iteration 9Q: 3 clusters Score -309395.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -309397.343750 Penalty: 3893.071045
	Iteration 10Q: 3 clusters Score -309397.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -309398.062500 Penalty: 3893.071045
	Iteration 11Q: 3 clusters Score -309398.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -309398.062500 Penalty: 3893.071045
	Iteration 12F: 3 clusters Score -309398.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 19868 members 
Mstep: Class 4 contains 92395 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 32270 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 161408 members 
Mstep: Class 10 contains 20279 members 
Mstep: Class 11 contains 26308 members 
Mstep: Class 12 contains 24776 members 
Mstep: Class 13 contains 169179 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 13488 members 
Mstep: Class 17 contains 63329 members 
Mstep: Class 18 contains 38230 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 26506 members 
Mstep: Class 21 contains 20852 members 
Entering Unmasked Estep 
Score: -100855592.000000 Penalty: 70546.562500
Splitting cluster 1 changes total score from -100851976.000000 to -100855592.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (6424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Entering Unmasked Estep 
Score: -816289.312500 Penalty: 2174.413574
	Iteration 0F: 2 clusters Score -816289.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -810929.250000 Penalty: 4348.827148
	Iteration 0F: 3 clusters Score -810929.2 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -812425.687500 Penalty: 4348.827148
	Iteration 1F: 3 clusters Score -812425.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -812797.687500 Penalty: 4348.827148
	Iteration 2F: 3 clusters Score -812797.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -813071.062500 Penalty: 4348.827148
	Iteration 3F: 3 clusters Score -813071.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -813267.562500 Penalty: 4348.827148
	Iteration 4F: 3 clusters Score -813267.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -813383.500000 Penalty: 4348.827148
	Iteration 5Q: 3 clusters Score -813383.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -813469.000000 Penalty: 4348.827148
	Iteration 6Q: 3 clusters Score -813469 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -813538.250000 Penalty: 4348.827148
	Iteration 7Q: 3 clusters Score -813538.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -813597.687500 Penalty: 4348.827148
	Iteration 8Q: 3 clusters Score -813597.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -813672.437500 Penalty: 4348.827148
	Iteration 9Q: 3 clusters Score -813672.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -813746.312500 Penalty: 4348.827148
	Iteration 10Q: 3 clusters Score -813746.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -813832.125000 Penalty: 4348.827148
	Iteration 11Q: 3 clusters Score -813832.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -813909.125000 Penalty: 4348.827148
	Iteration 12Q: 3 clusters Score -813909.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -813991.687500 Penalty: 4348.827148
	Iteration 13Q: 3 clusters Score -813991.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -814094.312500 Penalty: 4348.827148
	Iteration 14Q: 3 clusters Score -814094.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -814205.062500 Penalty: 4348.827148
	Iteration 15Q: 3 clusters Score -814205.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -814313.875000 Penalty: 4348.827148
	Iteration 16Q: 3 clusters Score -814313.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -814418.375000 Penalty: 4348.827148
	Iteration 17Q: 3 clusters Score -814418.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -814524.312500 Penalty: 4348.827148
	Iteration 18Q: 3 clusters Score -814524.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -814625.562500 Penalty: 4348.827148
	Iteration 19Q: 3 clusters Score -814625.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -814706.937500 Penalty: 4348.827148
	Iteration 20F: 3 clusters Score -814706.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -814774.625000 Penalty: 4348.827148
	Iteration 21Q: 3 clusters Score -814774.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -814823.250000 Penalty: 4348.827148
	Iteration 22Q: 3 clusters Score -814823.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -814864.750000 Penalty: 4348.827148
	Iteration 23Q: 3 clusters Score -814864.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -814899.000000 Penalty: 4348.827148
	Iteration 24Q: 3 clusters Score -814899 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -814930.562500 Penalty: 4348.827148
	Iteration 25Q: 3 clusters Score -814930.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -814960.687500 Penalty: 4348.827148
	Iteration 26Q: 3 clusters Score -814960.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -814979.812500 Penalty: 4348.827148
	Iteration 27Q: 3 clusters Score -814979.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -815000.812500 Penalty: 4348.827148
	Iteration 28Q: 3 clusters Score -815000.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -815024.250000 Penalty: 4348.827148
	Iteration 29Q: 3 clusters Score -815024.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -815035.875000 Penalty: 4348.827148
	Iteration 30Q: 3 clusters Score -815035.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -815047.500000 Penalty: 4348.827148
	Iteration 31Q: 3 clusters Score -815047.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -815054.250000 Penalty: 4348.827148
	Iteration 32Q: 3 clusters Score -815054.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -815061.000000 Penalty: 4348.827148
	Iteration 33Q: 3 clusters Score -815061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -815063.625000 Penalty: 4348.827148
	Iteration 34Q: 3 clusters Score -815063.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -815069.875000 Penalty: 4348.827148
	Iteration 35Q: 3 clusters Score -815069.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -815073.750000 Penalty: 4348.827148
	Iteration 36Q: 3 clusters Score -815073.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -815077.312500 Penalty: 4348.827148
	Iteration 37Q: 3 clusters Score -815077.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -815081.437500 Penalty: 4348.827148
	Iteration 38Q: 3 clusters Score -815081.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -815085.250000 Penalty: 4348.827148
	Iteration 39Q: 3 clusters Score -815085.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -815088.812500 Penalty: 4348.827148
	Iteration 40F: 3 clusters Score -815088.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -815090.562500 Penalty: 4348.827148
	Iteration 41Q: 3 clusters Score -815090.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -815094.687500 Penalty: 4348.827148
	Iteration 42Q: 3 clusters Score -815094.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -815096.375000 Penalty: 4348.827148
	Iteration 43Q: 3 clusters Score -815096.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -815098.687500 Penalty: 4348.827148
	Iteration 44Q: 3 clusters Score -815098.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -815101.687500 Penalty: 4348.827148
	Iteration 45Q: 3 clusters Score -815101.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -815103.312500 Penalty: 4348.827148
	Iteration 46Q: 3 clusters Score -815103.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -815105.625000 Penalty: 4348.827148
	Iteration 47Q: 3 clusters Score -815105.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -815106.125000 Penalty: 4348.827148
	Iteration 48Q: 3 clusters Score -815106.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -815108.375000 Penalty: 4348.827148
	Iteration 49Q: 3 clusters Score -815108.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -815111.750000 Penalty: 4348.827148
	Iteration 50Q: 3 clusters Score -815111.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -815113.875000 Penalty: 4348.827148
	Iteration 51Q: 3 clusters Score -815113.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -815115.437500 Penalty: 4348.827148
	Iteration 52Q: 3 clusters Score -815115.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -815115.250000 Penalty: 4348.827148
	Iteration 53Q: 3 clusters Score -815115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -815115.812500 Penalty: 4348.827148
	Iteration 54Q: 3 clusters Score -815115.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -815115.812500 Penalty: 4348.827148
	Iteration 55F: 3 clusters Score -815115.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Entering Unmasked Estep 
Score: -2627623.500000 Penalty: 2454.422852
	Iteration 0F: 2 clusters Score -2627624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2613670.000000 Penalty: 4908.845703
	Iteration 0F: 3 clusters Score -2613670 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2618630.500000 Penalty: 4908.845703
	Iteration 1F: 3 clusters Score -2618630 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2619425.000000 Penalty: 4908.845703
	Iteration 2F: 3 clusters Score -2619425 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2620249.500000 Penalty: 4908.845703
	Iteration 3F: 3 clusters Score -2620250 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2621167.500000 Penalty: 4908.845703
	Iteration 4F: 3 clusters Score -2621168 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2622029.750000 Penalty: 4908.845703
	Iteration 5F: 3 clusters Score -2622030 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2622970.000000 Penalty: 4908.845703
	Iteration 6F: 3 clusters Score -2622970 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2623865.250000 Penalty: 4908.845703
	Iteration 7F: 3 clusters Score -2623865 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2624563.250000 Penalty: 4908.845703
	Iteration 8F: 3 clusters Score -2624563 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2625028.500000 Penalty: 4908.845703
	Iteration 9Q: 3 clusters Score -2625028 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2625326.750000 Penalty: 4908.845703
	Iteration 10Q: 3 clusters Score -2625327 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2625534.000000 Penalty: 4908.845703
	Iteration 11Q: 3 clusters Score -2625534 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2625692.750000 Penalty: 4908.845703
	Iteration 12Q: 3 clusters Score -2625693 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2625813.250000 Penalty: 4908.845703
	Iteration 13Q: 3 clusters Score -2625813 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2625902.000000 Penalty: 4908.845703
	Iteration 14Q: 3 clusters Score -2625902 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2625965.750000 Penalty: 4908.845703
	Iteration 15Q: 3 clusters Score -2625966 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2626019.250000 Penalty: 4908.845703
	Iteration 16Q: 3 clusters Score -2626019 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2626059.750000 Penalty: 4908.845703
	Iteration 17Q: 3 clusters Score -2626060 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2626086.750000 Penalty: 4908.845703
	Iteration 18Q: 3 clusters Score -2626087 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2626117.500000 Penalty: 4908.845703
	Iteration 19Q: 3 clusters Score -2626118 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2626154.250000 Penalty: 4908.845703
	Iteration 20F: 3 clusters Score -2626154 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2626157.000000 Penalty: 4908.845703
	Iteration 21Q: 3 clusters Score -2626157 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2626175.500000 Penalty: 4908.845703
	Iteration 22Q: 3 clusters Score -2626176 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2626182.750000 Penalty: 4908.845703
	Iteration 23Q: 3 clusters Score -2626183 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2626191.000000 Penalty: 4908.845703
	Iteration 24Q: 3 clusters Score -2626191 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2626199.500000 Penalty: 4908.845703
	Iteration 25Q: 3 clusters Score -2626200 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2626213.500000 Penalty: 4908.845703
	Iteration 26Q: 3 clusters Score -2626214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2626227.250000 Penalty: 4908.845703
	Iteration 27Q: 3 clusters Score -2626227 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2626240.000000 Penalty: 4908.845703
	Iteration 28Q: 3 clusters Score -2626240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2626240.500000 Penalty: 4908.845703
	Iteration 29Q: 3 clusters Score -2626240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2626250.500000 Penalty: 4908.845703
	Iteration 30Q: 3 clusters Score -2626250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2626252.000000 Penalty: 4908.845703
	Iteration 31Q: 3 clusters Score -2626252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2626255.750000 Penalty: 4908.845703
	Iteration 32Q: 3 clusters Score -2626256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2626270.500000 Penalty: 4908.845703
	Iteration 33Q: 3 clusters Score -2626270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2626272.500000 Penalty: 4908.845703
	Iteration 34Q: 3 clusters Score -2626272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2626275.250000 Penalty: 4908.845703
	Iteration 35Q: 3 clusters Score -2626275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2626277.250000 Penalty: 4908.845703
	Iteration 36Q: 3 clusters Score -2626277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2626281.750000 Penalty: 4908.845703
	Iteration 37Q: 3 clusters Score -2626282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2626287.000000 Penalty: 4908.845703
	Iteration 38Q: 3 clusters Score -2626287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2626286.500000 Penalty: 4908.845703
	Iteration 39Q: 3 clusters Score -2626286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2626290.000000 Penalty: 4908.845703
	Iteration 40F: 3 clusters Score -2626290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2626294.500000 Penalty: 4908.845703
	Iteration 41Q: 3 clusters Score -2626294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2626297.250000 Penalty: 4908.845703
	Iteration 42Q: 3 clusters Score -2626297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2626303.500000 Penalty: 4908.845703
	Iteration 43Q: 3 clusters Score -2626304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2626302.750000 Penalty: 4908.845703
	Iteration 44Q: 3 clusters Score -2626303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2626310.000000 Penalty: 4908.845703
	Iteration 45Q: 3 clusters Score -2626310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2626316.500000 Penalty: 4908.845703
	Iteration 46Q: 3 clusters Score -2626316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2626317.750000 Penalty: 4908.845703
	Iteration 47Q: 3 clusters Score -2626318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2626319.750000 Penalty: 4908.845703
	Iteration 48Q: 3 clusters Score -2626320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2626317.500000 Penalty: 4908.845703
	Iteration 49Q: 3 clusters Score -2626318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2626320.500000 Penalty: 4908.845703
	Iteration 50Q: 3 clusters Score -2626320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2626326.750000 Penalty: 4908.845703
	Iteration 51Q: 3 clusters Score -2626327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2626327.250000 Penalty: 4908.845703
	Iteration 52Q: 3 clusters Score -2626327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2626325.750000 Penalty: 4908.845703
	Iteration 53Q: 3 clusters Score -2626326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2626322.500000 Penalty: 4908.845703
	Iteration 54Q: 3 clusters Score -2626322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2626321.750000 Penalty: 4908.845703
	Iteration 55Q: 3 clusters Score -2626322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2626330.750000 Penalty: 4908.845703
	Iteration 56Q: 3 clusters Score -2626331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2626331.750000 Penalty: 4908.845703
	Iteration 57Q: 3 clusters Score -2626332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2626340.000000 Penalty: 4908.845703
	Iteration 58Q: 3 clusters Score -2626340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2626341.750000 Penalty: 4908.845703
	Iteration 59Q: 3 clusters Score -2626342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2626339.000000 Penalty: 4908.845703
	Iteration 60F: 3 clusters Score -2626339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2626343.000000 Penalty: 4908.845703
	Iteration 61Q: 3 clusters Score -2626343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2626342.750000 Penalty: 4908.845703
	Iteration 62Q: 3 clusters Score -2626343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2626344.000000 Penalty: 4908.845703
	Iteration 63Q: 3 clusters Score -2626344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2626349.750000 Penalty: 4908.845703
	Iteration 64Q: 3 clusters Score -2626350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2626352.500000 Penalty: 4908.845703
	Iteration 65Q: 3 clusters Score -2626352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2626358.500000 Penalty: 4908.845703
	Iteration 66Q: 3 clusters Score -2626358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2626363.750000 Penalty: 4908.845703
	Iteration 67Q: 3 clusters Score -2626364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2626364.500000 Penalty: 4908.845703
	Iteration 68Q: 3 clusters Score -2626364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2626372.000000 Penalty: 4908.845703
	Iteration 69Q: 3 clusters Score -2626372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2626370.500000 Penalty: 4908.845703
	Iteration 70Q: 3 clusters Score -2626370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2626369.750000 Penalty: 4908.845703
	Iteration 71Q: 3 clusters Score -2626370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2626368.500000 Penalty: 4908.845703
	Iteration 72Q: 3 clusters Score -2626368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2626374.500000 Penalty: 4908.845703
	Iteration 73Q: 3 clusters Score -2626374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2626378.250000 Penalty: 4908.845703
	Iteration 74Q: 3 clusters Score -2626378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2626380.500000 Penalty: 4908.845703
	Iteration 75Q: 3 clusters Score -2626380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2626374.250000 Penalty: 4908.845703
	Iteration 76Q: 3 clusters Score -2626374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2626375.250000 Penalty: 4908.845703
	Iteration 77Q: 3 clusters Score -2626375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2626374.750000 Penalty: 4908.845703
	Iteration 78Q: 3 clusters Score -2626375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2626375.000000 Penalty: 4908.845703
	Iteration 79Q: 3 clusters Score -2626375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2626378.750000 Penalty: 4908.845703
	Iteration 80F: 3 clusters Score -2626379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2626376.500000 Penalty: 4908.845703
	Iteration 81Q: 3 clusters Score -2626376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2626376.500000 Penalty: 4908.845703
	Iteration 82F: 3 clusters Score -2626376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (92395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92395 members 
Entering Unmasked Estep 
Score: -12545443.000000 Penalty: 2835.589355
	Iteration 0F: 2 clusters Score -1.254544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -12483979.000000 Penalty: 5671.178711
	Iteration 0F: 3 clusters Score -1.248398e+07 nChanged 43638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -12509695.000000 Penalty: 5671.178711
	Iteration 1F: 3 clusters Score -1.25097e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -12511525.000000 Penalty: 5671.178711
	Iteration 2Q: 3 clusters Score -1.251152e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -12514439.000000 Penalty: 5671.178711
	Iteration 3F: 3 clusters Score -1.251444e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -12518087.000000 Penalty: 5671.178711
	Iteration 4F: 3 clusters Score -1.251809e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -12521986.000000 Penalty: 5671.178711
	Iteration 5F: 3 clusters Score -1.252199e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -12525396.000000 Penalty: 5671.178711
	Iteration 6F: 3 clusters Score -1.25254e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -12527908.000000 Penalty: 5671.178711
	Iteration 7F: 3 clusters Score -1.252791e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -12529798.000000 Penalty: 5671.178711
	Iteration 8Q: 3 clusters Score -1.25298e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -12531067.000000 Penalty: 5671.178711
	Iteration 9Q: 3 clusters Score -1.253107e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -12531944.000000 Penalty: 5671.178711
	Iteration 10Q: 3 clusters Score -1.253194e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -12532652.000000 Penalty: 5671.178711
	Iteration 11Q: 3 clusters Score -1.253265e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -12533221.000000 Penalty: 5671.178711
	Iteration 12Q: 3 clusters Score -1.253322e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58434 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -12533725.000000 Penalty: 5671.178711
	Iteration 13Q: 3 clusters Score -1.253372e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60099 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -12534246.000000 Penalty: 5671.178711
	Iteration 14Q: 3 clusters Score -1.253425e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -12534762.000000 Penalty: 5671.178711
	Iteration 15Q: 3 clusters Score -1.253476e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63943 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -12535287.000000 Penalty: 5671.178711
	Iteration 16Q: 3 clusters Score -1.253529e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -12535900.000000 Penalty: 5671.178711
	Iteration 17Q: 3 clusters Score -1.25359e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68199 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -12536562.000000 Penalty: 5671.178711
	Iteration 18Q: 3 clusters Score -1.253656e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70417 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -12537387.000000 Penalty: 5671.178711
	Iteration 19Q: 3 clusters Score -1.253739e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72629 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -12538032.000000 Penalty: 5671.178711
	Iteration 20F: 3 clusters Score -1.253803e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -12538758.000000 Penalty: 5671.178711
	Iteration 21Q: 3 clusters Score -1.253876e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76996 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -12539510.000000 Penalty: 5671.178711
	Iteration 22Q: 3 clusters Score -1.253951e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78950 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -12540135.000000 Penalty: 5671.178711
	Iteration 23Q: 3 clusters Score -1.254014e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -12540690.000000 Penalty: 5671.178711
	Iteration 24Q: 3 clusters Score -1.254069e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -12541131.000000 Penalty: 5671.178711
	Iteration 25Q: 3 clusters Score -1.254113e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -12541569.000000 Penalty: 5671.178711
	Iteration 26Q: 3 clusters Score -1.254157e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84613 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -12541966.000000 Penalty: 5671.178711
	Iteration 27Q: 3 clusters Score -1.254197e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85537 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -12542188.000000 Penalty: 5671.178711
	Iteration 28Q: 3 clusters Score -1.254219e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86293 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -12542459.000000 Penalty: 5671.178711
	Iteration 29Q: 3 clusters Score -1.254246e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86910 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -12542672.000000 Penalty: 5671.178711
	Iteration 30Q: 3 clusters Score -1.254267e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87427 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -12542850.000000 Penalty: 5671.178711
	Iteration 31Q: 3 clusters Score -1.254285e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87856 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -12542980.000000 Penalty: 5671.178711
	Iteration 32Q: 3 clusters Score -1.254298e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88188 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -12543044.000000 Penalty: 5671.178711
	Iteration 33Q: 3 clusters Score -1.254304e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88449 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -12543114.000000 Penalty: 5671.178711
	Iteration 34Q: 3 clusters Score -1.254311e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88681 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -12543199.000000 Penalty: 5671.178711
	Iteration 35Q: 3 clusters Score -1.25432e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88872 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -12543282.000000 Penalty: 5671.178711
	Iteration 36Q: 3 clusters Score -1.254328e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89023 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -12543298.000000 Penalty: 5671.178711
	Iteration 37Q: 3 clusters Score -1.25433e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89144 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -12543320.000000 Penalty: 5671.178711
	Iteration 38Q: 3 clusters Score -1.254332e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89248 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -12543341.000000 Penalty: 5671.178711
	Iteration 39Q: 3 clusters Score -1.254334e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89340 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -12543366.000000 Penalty: 5671.178711
	Iteration 40F: 3 clusters Score -1.254337e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89432 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -12543403.000000 Penalty: 5671.178711
	Iteration 41Q: 3 clusters Score -1.25434e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89494 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -12543393.000000 Penalty: 5671.178711
	Iteration 42Q: 3 clusters Score -1.254339e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89559 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -12543422.000000 Penalty: 5671.178711
	Iteration 43Q: 3 clusters Score -1.254342e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89616 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -12543434.000000 Penalty: 5671.178711
	Iteration 44Q: 3 clusters Score -1.254343e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89662 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -12543447.000000 Penalty: 5671.178711
	Iteration 45Q: 3 clusters Score -1.254345e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89699 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -12543465.000000 Penalty: 5671.178711
	Iteration 46Q: 3 clusters Score -1.254346e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89723 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -12543463.000000 Penalty: 5671.178711
	Iteration 47Q: 3 clusters Score -1.254346e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89744 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -12543469.000000 Penalty: 5671.178711
	Iteration 48Q: 3 clusters Score -1.254347e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89768 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -12543455.000000 Penalty: 5671.178711
	Iteration 49Q: 3 clusters Score -1.254346e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89785 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -12543467.000000 Penalty: 5671.178711
	Iteration 50Q: 3 clusters Score -1.254347e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89808 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -12543473.000000 Penalty: 5671.178711
	Iteration 51Q: 3 clusters Score -1.254347e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89841 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -12543507.000000 Penalty: 5671.178711
	Iteration 52Q: 3 clusters Score -1.254351e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89872 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -12543525.000000 Penalty: 5671.178711
	Iteration 53Q: 3 clusters Score -1.254352e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89898 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -12543522.000000 Penalty: 5671.178711
	Iteration 54Q: 3 clusters Score -1.254352e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89921 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -12543522.000000 Penalty: 5671.178711
	Iteration 55Q: 3 clusters Score -1.254352e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -12543526.000000 Penalty: 5671.178711
	Iteration 56Q: 3 clusters Score -1.254353e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -12543526.000000 Penalty: 5671.178711
	Iteration 57Q: 3 clusters Score -1.254353e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89973 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -12543522.000000 Penalty: 5671.178711
	Iteration 58Q: 3 clusters Score -1.254352e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89984 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -12543520.000000 Penalty: 5671.178711
	Iteration 59Q: 3 clusters Score -1.254352e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89989 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -12543517.000000 Penalty: 5671.178711
	Iteration 60F: 3 clusters Score -1.254352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89996 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -12543513.000000 Penalty: 5671.178711
	Iteration 61Q: 3 clusters Score -1.254351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90008 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -12543506.000000 Penalty: 5671.178711
	Iteration 62Q: 3 clusters Score -1.254351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90016 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -12543514.000000 Penalty: 5671.178711
	Iteration 63Q: 3 clusters Score -1.254351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90020 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -12543508.000000 Penalty: 5671.178711
	Iteration 64Q: 3 clusters Score -1.254351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90021 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -12543512.000000 Penalty: 5671.178711
	Iteration 65Q: 3 clusters Score -1.254351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90025 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -12543508.000000 Penalty: 5671.178711
	Iteration 66Q: 3 clusters Score -1.254351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90025 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -12543509.000000 Penalty: 5671.178711
	Iteration 67Q: 3 clusters Score -1.254351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90029 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -12543524.000000 Penalty: 5671.178711
	Iteration 68Q: 3 clusters Score -1.254352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -12543520.000000 Penalty: 5671.178711
	Iteration 69Q: 3 clusters Score -1.254352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -12543520.000000 Penalty: 5671.178711
	Iteration 70Q: 3 clusters Score -1.254352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -12543520.000000 Penalty: 5671.178711
	Iteration 71F: 3 clusters Score -1.254352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Entering Unmasked Estep 
Score: -667667.437500 Penalty: 2117.272217
	Iteration 0F: 2 clusters Score -667667.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -663105.500000 Penalty: 4234.544434
	Iteration 0F: 3 clusters Score -663105.5 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -664249.937500 Penalty: 4234.544434
	Iteration 1F: 3 clusters Score -664249.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -664614.187500 Penalty: 4234.544434
	Iteration 2F: 3 clusters Score -664614.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -665044.937500 Penalty: 4234.544434
	Iteration 3F: 3 clusters Score -665044.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -665692.437500 Penalty: 4234.544434
	Iteration 4F: 3 clusters Score -665692.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -666483.875000 Penalty: 4234.544434
	Iteration 5F: 3 clusters Score -666483.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -667057.937500 Penalty: 4234.544434
	Iteration 6F: 3 clusters Score -667057.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -667357.062500 Penalty: 4234.544434
	Iteration 7F: 3 clusters Score -667357.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -667507.125000 Penalty: 4234.544434
	Iteration 8Q: 3 clusters Score -667507.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -667555.625000 Penalty: 4234.544434
	Iteration 9Q: 3 clusters Score -667555.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -667575.812500 Penalty: 4234.544434
	Iteration 10Q: 3 clusters Score -667575.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -667590.375000 Penalty: 4234.544434
	Iteration 11Q: 3 clusters Score -667590.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -667601.187500 Penalty: 4234.544434
	Iteration 12Q: 3 clusters Score -667601.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -667605.625000 Penalty: 4234.544434
	Iteration 13Q: 3 clusters Score -667605.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -667608.125000 Penalty: 4234.544434
	Iteration 14Q: 3 clusters Score -667608.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -667608.875000 Penalty: 4234.544434
	Iteration 15Q: 3 clusters Score -667608.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -667610.812500 Penalty: 4234.544434
	Iteration 16Q: 3 clusters Score -667610.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -667610.937500 Penalty: 4234.544434
	Iteration 17Q: 3 clusters Score -667610.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -667612.125000 Penalty: 4234.544434
	Iteration 18Q: 3 clusters Score -667612.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -667612.125000 Penalty: 4234.544434
	Iteration 19F: 3 clusters Score -667612.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Entering Unmasked Estep 
Score: -4112880.000000 Penalty: 2574.709473
	Iteration 0F: 2 clusters Score -4112880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -4090871.000000 Penalty: 5149.418945
	Iteration 0F: 3 clusters Score -4090871 nChanged 14545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -4099196.750000 Penalty: 5149.418945
	Iteration 1F: 3 clusters Score -4099197 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -4100036.000000 Penalty: 5149.418945
	Iteration 2F: 3 clusters Score -4100036 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -4100948.750000 Penalty: 5149.418945
	Iteration 3F: 3 clusters Score -4100949 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -4101855.000000 Penalty: 5149.418945
	Iteration 4F: 3 clusters Score -4101855 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -4102794.000000 Penalty: 5149.418945
	Iteration 5F: 3 clusters Score -4102794 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -4103757.750000 Penalty: 5149.418945
	Iteration 6F: 3 clusters Score -4103758 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -4104561.750000 Penalty: 5149.418945
	Iteration 7Q: 3 clusters Score -4104562 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -4105208.750000 Penalty: 5149.418945
	Iteration 8Q: 3 clusters Score -4105209 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -4105669.500000 Penalty: 5149.418945
	Iteration 9Q: 3 clusters Score -4105670 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -4106057.750000 Penalty: 5149.418945
	Iteration 10Q: 3 clusters Score -4106058 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -4106384.500000 Penalty: 5149.418945
	Iteration 11Q: 3 clusters Score -4106384 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -4106660.000000 Penalty: 5149.418945
	Iteration 12Q: 3 clusters Score -4106660 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -4106951.250000 Penalty: 5149.418945
	Iteration 13Q: 3 clusters Score -4106951 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -4107219.250000 Penalty: 5149.418945
	Iteration 14Q: 3 clusters Score -4107219 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -4107477.500000 Penalty: 5149.418945
	Iteration 15Q: 3 clusters Score -4107478 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -4107742.500000 Penalty: 5149.418945
	Iteration 16Q: 3 clusters Score -4107742 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -4107987.500000 Penalty: 5149.418945
	Iteration 17Q: 3 clusters Score -4107988 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -4108245.750000 Penalty: 5149.418945
	Iteration 18Q: 3 clusters Score -4108246 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -4108511.000000 Penalty: 5149.418945
	Iteration 19Q: 3 clusters Score -4108511 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -4108768.500000 Penalty: 5149.418945
	Iteration 20F: 3 clusters Score -4108768 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -4109045.500000 Penalty: 5149.418945
	Iteration 21Q: 3 clusters Score -4109046 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -4109321.500000 Penalty: 5149.418945
	Iteration 22Q: 3 clusters Score -4109322 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -4109554.750000 Penalty: 5149.418945
	Iteration 23Q: 3 clusters Score -4109555 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -4109812.250000 Penalty: 5149.418945
	Iteration 24Q: 3 clusters Score -4109812 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -4110064.250000 Penalty: 5149.418945
	Iteration 25Q: 3 clusters Score -4110064 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -4110336.500000 Penalty: 5149.418945
	Iteration 26Q: 3 clusters Score -4110336 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -4110616.500000 Penalty: 5149.418945
	Iteration 27Q: 3 clusters Score -4110616 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -4110867.750000 Penalty: 5149.418945
	Iteration 28Q: 3 clusters Score -4110868 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -4111085.000000 Penalty: 5149.418945
	Iteration 29Q: 3 clusters Score -4111085 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -4111228.750000 Penalty: 5149.418945
	Iteration 30Q: 3 clusters Score -4111229 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -4111356.750000 Penalty: 5149.418945
	Iteration 31Q: 3 clusters Score -4111357 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -4111442.000000 Penalty: 5149.418945
	Iteration 32Q: 3 clusters Score -4111442 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -4111508.000000 Penalty: 5149.418945
	Iteration 33Q: 3 clusters Score -4111508 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -4111552.500000 Penalty: 5149.418945
	Iteration 34Q: 3 clusters Score -4111552 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -4111601.000000 Penalty: 5149.418945
	Iteration 35Q: 3 clusters Score -4111601 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -4111636.250000 Penalty: 5149.418945
	Iteration 36Q: 3 clusters Score -4111636 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -4111683.000000 Penalty: 5149.418945
	Iteration 37Q: 3 clusters Score -4111683 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -4111705.500000 Penalty: 5149.418945
	Iteration 38Q: 3 clusters Score -4111706 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -4111733.250000 Penalty: 5149.418945
	Iteration 39Q: 3 clusters Score -4111733 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -4111754.000000 Penalty: 5149.418945
	Iteration 40F: 3 clusters Score -4111754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -4111776.750000 Penalty: 5149.418945
	Iteration 41Q: 3 clusters Score -4111777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -4111796.750000 Penalty: 5149.418945
	Iteration 42Q: 3 clusters Score -4111797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -4111799.250000 Penalty: 5149.418945
	Iteration 43Q: 3 clusters Score -4111799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -4111804.750000 Penalty: 5149.418945
	Iteration 44Q: 3 clusters Score -4111805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -4111814.000000 Penalty: 5149.418945
	Iteration 45Q: 3 clusters Score -4111814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -4111818.000000 Penalty: 5149.418945
	Iteration 46Q: 3 clusters Score -4111818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -4111823.500000 Penalty: 5149.418945
	Iteration 47Q: 3 clusters Score -4111824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -4111828.000000 Penalty: 5149.418945
	Iteration 48Q: 3 clusters Score -4111828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -4111827.250000 Penalty: 5149.418945
	Iteration 49Q: 3 clusters Score -4111827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -4111831.750000 Penalty: 5149.418945
	Iteration 50Q: 3 clusters Score -4111832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -4111834.750000 Penalty: 5149.418945
	Iteration 51Q: 3 clusters Score -4111835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -4111840.250000 Penalty: 5149.418945
	Iteration 52Q: 3 clusters Score -4111840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -4111845.500000 Penalty: 5149.418945
	Iteration 53Q: 3 clusters Score -4111846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -4111857.000000 Penalty: 5149.418945
	Iteration 54Q: 3 clusters Score -4111857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -4111857.250000 Penalty: 5149.418945
	Iteration 55Q: 3 clusters Score -4111857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -4111867.500000 Penalty: 5149.418945
	Iteration 56Q: 3 clusters Score -4111868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -4111877.750000 Penalty: 5149.418945
	Iteration 57Q: 3 clusters Score -4111878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -4111886.500000 Penalty: 5149.418945
	Iteration 58Q: 3 clusters Score -4111886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -4111899.000000 Penalty: 5149.418945
	Iteration 59Q: 3 clusters Score -4111899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -4111909.750000 Penalty: 5149.418945
	Iteration 60F: 3 clusters Score -4111910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -4111918.250000 Penalty: 5149.418945
	Iteration 61Q: 3 clusters Score -4111918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -4111923.750000 Penalty: 5149.418945
	Iteration 62Q: 3 clusters Score -4111924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -4111937.250000 Penalty: 5149.418945
	Iteration 63Q: 3 clusters Score -4111937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -4111949.500000 Penalty: 5149.418945
	Iteration 64Q: 3 clusters Score -4111950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -4111954.250000 Penalty: 5149.418945
	Iteration 65Q: 3 clusters Score -4111954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -4111968.250000 Penalty: 5149.418945
	Iteration 66Q: 3 clusters Score -4111968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -4111973.250000 Penalty: 5149.418945
	Iteration 67Q: 3 clusters Score -4111973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -4111976.250000 Penalty: 5149.418945
	Iteration 68Q: 3 clusters Score -4111976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -4111981.500000 Penalty: 5149.418945
	Iteration 69Q: 3 clusters Score -4111982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -4111985.500000 Penalty: 5149.418945
	Iteration 70Q: 3 clusters Score -4111986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -4111995.750000 Penalty: 5149.418945
	Iteration 71Q: 3 clusters Score -4111996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -4111990.750000 Penalty: 5149.418945
	Iteration 72Q: 3 clusters Score -4111991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -4111994.750000 Penalty: 5149.418945
	Iteration 73Q: 3 clusters Score -4111995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -4112006.000000 Penalty: 5149.418945
	Iteration 74Q: 3 clusters Score -4112006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -4112005.750000 Penalty: 5149.418945
	Iteration 75Q: 3 clusters Score -4112006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -4112010.750000 Penalty: 5149.418945
	Iteration 76Q: 3 clusters Score -4112011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -4112004.750000 Penalty: 5149.418945
	Iteration 77Q: 3 clusters Score -4112005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -4112002.250000 Penalty: 5149.418945
	Iteration 78Q: 3 clusters Score -4112002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -4112005.500000 Penalty: 5149.418945
	Iteration 79Q: 3 clusters Score -4112006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -4112005.500000 Penalty: 5149.418945
	Iteration 80F: 3 clusters Score -4112006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Entering Unmasked Estep 
Score: -584040.812500 Penalty: 2098.968018
	Iteration 0F: 2 clusters Score -584040.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -579720.375000 Penalty: 4197.936035
	Iteration 0F: 3 clusters Score -579720.4 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -580815.500000 Penalty: 4197.936035
	Iteration 1F: 3 clusters Score -580815.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -581067.625000 Penalty: 4197.936035
	Iteration 2F: 3 clusters Score -581067.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -581247.312500 Penalty: 4197.936035
	Iteration 3F: 3 clusters Score -581247.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -581412.125000 Penalty: 4197.936035
	Iteration 4Q: 3 clusters Score -581412.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -581560.312500 Penalty: 4197.936035
	Iteration 5Q: 3 clusters Score -581560.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -581688.375000 Penalty: 4197.936035
	Iteration 6Q: 3 clusters Score -581688.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -581788.687500 Penalty: 4197.936035
	Iteration 7Q: 3 clusters Score -581788.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -581912.375000 Penalty: 4197.936035
	Iteration 8Q: 3 clusters Score -581912.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -582066.437500 Penalty: 4197.936035
	Iteration 9Q: 3 clusters Score -582066.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -582239.250000 Penalty: 4197.936035
	Iteration 10Q: 3 clusters Score -582239.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -582443.000000 Penalty: 4197.936035
	Iteration 11Q: 3 clusters Score -582443 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -582655.687500 Penalty: 4197.936035
	Iteration 12Q: 3 clusters Score -582655.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -582917.687500 Penalty: 4197.936035
	Iteration 13Q: 3 clusters Score -582917.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -583190.562500 Penalty: 4197.936035
	Iteration 14Q: 3 clusters Score -583190.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -583419.375000 Penalty: 4197.936035
	Iteration 15Q: 3 clusters Score -583419.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -583546.812500 Penalty: 4197.936035
	Iteration 16Q: 3 clusters Score -583546.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -583644.625000 Penalty: 4197.936035
	Iteration 17Q: 3 clusters Score -583644.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -583701.500000 Penalty: 4197.936035
	Iteration 18Q: 3 clusters Score -583701.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -583742.750000 Penalty: 4197.936035
	Iteration 19Q: 3 clusters Score -583742.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -583767.312500 Penalty: 4197.936035
	Iteration 20F: 3 clusters Score -583767.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -583789.937500 Penalty: 4197.936035
	Iteration 21Q: 3 clusters Score -583789.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -583807.812500 Penalty: 4197.936035
	Iteration 22Q: 3 clusters Score -583807.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -583828.812500 Penalty: 4197.936035
	Iteration 23Q: 3 clusters Score -583828.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -583848.062500 Penalty: 4197.936035
	Iteration 24Q: 3 clusters Score -583848.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -583862.000000 Penalty: 4197.936035
	Iteration 25Q: 3 clusters Score -583862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -583876.187500 Penalty: 4197.936035
	Iteration 26Q: 3 clusters Score -583876.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -583892.312500 Penalty: 4197.936035
	Iteration 27Q: 3 clusters Score -583892.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -583903.125000 Penalty: 4197.936035
	Iteration 28Q: 3 clusters Score -583903.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -583914.937500 Penalty: 4197.936035
	Iteration 29Q: 3 clusters Score -583914.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -583928.312500 Penalty: 4197.936035
	Iteration 30Q: 3 clusters Score -583928.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -583932.437500 Penalty: 4197.936035
	Iteration 31Q: 3 clusters Score -583932.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -583935.500000 Penalty: 4197.936035
	Iteration 32Q: 3 clusters Score -583935.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -583937.000000 Penalty: 4197.936035
	Iteration 33Q: 3 clusters Score -583937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -583939.437500 Penalty: 4197.936035
	Iteration 34Q: 3 clusters Score -583939.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -583940.125000 Penalty: 4197.936035
	Iteration 35Q: 3 clusters Score -583940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -583940.750000 Penalty: 4197.936035
	Iteration 36Q: 3 clusters Score -583940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -583941.000000 Penalty: 4197.936035
	Iteration 37Q: 3 clusters Score -583941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -583941.937500 Penalty: 4197.936035
	Iteration 38Q: 3 clusters Score -583941.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -583941.937500 Penalty: 4197.936035
	Iteration 39F: 3 clusters Score -583941.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (161408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161408 members 
Entering Unmasked Estep 
Score: -22082516.000000 Penalty: 2973.939209
	Iteration 0F: 2 clusters Score -2.208252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80552 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -21978514.000000 Penalty: 5947.878418
	Iteration 0F: 3 clusters Score -2.197851e+07 nChanged 77327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79921 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
Score: -22023488.000000 Penalty: 5947.878418
	Iteration 1F: 3 clusters Score -2.202349e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79744 members 
Mstep: Class 2 contains 81664 members 
Entering Unmasked Estep 
Score: -22024604.000000 Penalty: 5947.878418
	Iteration 2Q: 3 clusters Score -2.20246e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 81767 members 
Entering Unmasked Estep 
Score: -22026124.000000 Penalty: 5947.878418
	Iteration 3Q: 3 clusters Score -2.202612e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79562 members 
Mstep: Class 2 contains 81846 members 
Entering Unmasked Estep 
Score: -22027770.000000 Penalty: 5947.878418
	Iteration 4Q: 3 clusters Score -2.202777e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 81893 members 
Entering Unmasked Estep 
Score: -22030014.000000 Penalty: 5947.878418
	Iteration 5Q: 3 clusters Score -2.203001e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79374 members 
Mstep: Class 2 contains 82034 members 
Entering Unmasked Estep 
Score: -22032922.000000 Penalty: 5947.878418
	Iteration 6Q: 3 clusters Score -2.203292e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78974 members 
Mstep: Class 2 contains 82434 members 
Entering Unmasked Estep 
Score: -22036324.000000 Penalty: 5947.878418
	Iteration 7Q: 3 clusters Score -2.203632e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78261 members 
Mstep: Class 2 contains 83147 members 
Entering Unmasked Estep 
Score: -22039774.000000 Penalty: 5947.878418
	Iteration 8Q: 3 clusters Score -2.203977e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77216 members 
Mstep: Class 2 contains 84192 members 
Entering Unmasked Estep 
Score: -22042320.000000 Penalty: 5947.878418
	Iteration 9Q: 3 clusters Score -2.204232e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75710 members 
Mstep: Class 2 contains 85698 members 
Entering Unmasked Estep 
Score: -22044446.000000 Penalty: 5947.878418
	Iteration 10Q: 3 clusters Score -2.204445e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73754 members 
Mstep: Class 2 contains 87654 members 
Entering Unmasked Estep 
Score: -22046156.000000 Penalty: 5947.878418
	Iteration 11Q: 3 clusters Score -2.204616e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71193 members 
Mstep: Class 2 contains 90215 members 
Entering Unmasked Estep 
Score: -22047610.000000 Penalty: 5947.878418
	Iteration 12Q: 3 clusters Score -2.204761e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 93439 members 
Entering Unmasked Estep 
Score: -22048940.000000 Penalty: 5947.878418
	Iteration 13Q: 3 clusters Score -2.204894e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63923 members 
Mstep: Class 2 contains 97485 members 
Entering Unmasked Estep 
Score: -22050348.000000 Penalty: 5947.878418
	Iteration 14Q: 3 clusters Score -2.205035e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 102371 members 
Entering Unmasked Estep 
Score: -22051944.000000 Penalty: 5947.878418
	Iteration 15Q: 3 clusters Score -2.205194e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 108219 members 
Entering Unmasked Estep 
Score: -22054192.000000 Penalty: 5947.878418
	Iteration 16Q: 3 clusters Score -2.205419e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 114926 members 
Entering Unmasked Estep 
Score: -22057082.000000 Penalty: 5947.878418
	Iteration 17Q: 3 clusters Score -2.205708e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 122499 members 
Entering Unmasked Estep 
Score: -22060774.000000 Penalty: 5947.878418
	Iteration 18Q: 3 clusters Score -2.206077e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 130494 members 
Entering Unmasked Estep 
Score: -22065002.000000 Penalty: 5947.878418
	Iteration 19Q: 3 clusters Score -2.2065e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 138246 members 
Entering Unmasked Estep 
Score: -22069568.000000 Penalty: 5947.878418
	Iteration 20F: 3 clusters Score -2.206957e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 144896 members 
Entering Unmasked Estep 
Score: -22073148.000000 Penalty: 5947.878418
	Iteration 21Q: 3 clusters Score -2.207315e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 150027 members 
Entering Unmasked Estep 
Score: -22075854.000000 Penalty: 5947.878418
	Iteration 22Q: 3 clusters Score -2.207585e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 153607 members 
Entering Unmasked Estep 
Score: -22077672.000000 Penalty: 5947.878418
	Iteration 23Q: 3 clusters Score -2.207767e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 155953 members 
Entering Unmasked Estep 
Score: -22078660.000000 Penalty: 5947.878418
	Iteration 24Q: 3 clusters Score -2.207866e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 157409 members 
Entering Unmasked Estep 
Score: -22079310.000000 Penalty: 5947.878418
	Iteration 25Q: 3 clusters Score -2.207931e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 158363 members 
Entering Unmasked Estep 
Score: -22079686.000000 Penalty: 5947.878418
	Iteration 26Q: 3 clusters Score -2.207969e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 158932 members 
Entering Unmasked Estep 
Score: -22079918.000000 Penalty: 5947.878418
	Iteration 27Q: 3 clusters Score -2.207992e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 159310 members 
Entering Unmasked Estep 
Score: -22079972.000000 Penalty: 5947.878418
	Iteration 28Q: 3 clusters Score -2.207997e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 159545 members 
Entering Unmasked Estep 
Score: -22080072.000000 Penalty: 5947.878418
	Iteration 29Q: 3 clusters Score -2.208007e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 159721 members 
Entering Unmasked Estep 
Score: -22080138.000000 Penalty: 5947.878418
	Iteration 30Q: 3 clusters Score -2.208014e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 159839 members 
Entering Unmasked Estep 
Score: -22080172.000000 Penalty: 5947.878418
	Iteration 31Q: 3 clusters Score -2.208017e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 159913 members 
Entering Unmasked Estep 
Score: -22080222.000000 Penalty: 5947.878418
	Iteration 32Q: 3 clusters Score -2.208022e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 159982 members 
Entering Unmasked Estep 
Score: -22080218.000000 Penalty: 5947.878418
	Iteration 33Q: 3 clusters Score -2.208022e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 160035 members 
Entering Unmasked Estep 
Score: -22080222.000000 Penalty: 5947.878418
	Iteration 34Q: 3 clusters Score -2.208022e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 160071 members 
Entering Unmasked Estep 
Score: -22080240.000000 Penalty: 5947.878418
	Iteration 35Q: 3 clusters Score -2.208024e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 160091 members 
Entering Unmasked Estep 
Score: -22080244.000000 Penalty: 5947.878418
	Iteration 36Q: 3 clusters Score -2.208024e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 160115 members 
Entering Unmasked Estep 
Score: -22080244.000000 Penalty: 5947.878418
	Iteration 37Q: 3 clusters Score -2.208024e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 160130 members 
Entering Unmasked Estep 
Score: -22080236.000000 Penalty: 5947.878418
	Iteration 38Q: 3 clusters Score -2.208024e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 160150 members 
Entering Unmasked Estep 
Score: -22080238.000000 Penalty: 5947.878418
	Iteration 39Q: 3 clusters Score -2.208024e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 160162 members 
Entering Unmasked Estep 
Score: -22080242.000000 Penalty: 5947.878418
	Iteration 40F: 3 clusters Score -2.208024e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 160178 members 
Entering Unmasked Estep 
Score: -22080258.000000 Penalty: 5947.878418
	Iteration 41Q: 3 clusters Score -2.208026e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 160193 members 
Entering Unmasked Estep 
Score: -22080262.000000 Penalty: 5947.878418
	Iteration 42Q: 3 clusters Score -2.208026e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 160206 members 
Entering Unmasked Estep 
Score: -22080266.000000 Penalty: 5947.878418
	Iteration 43Q: 3 clusters Score -2.208027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 160213 members 
Entering Unmasked Estep 
Score: -22080254.000000 Penalty: 5947.878418
	Iteration 44Q: 3 clusters Score -2.208025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 160220 members 
Entering Unmasked Estep 
Score: -22080276.000000 Penalty: 5947.878418
	Iteration 45Q: 3 clusters Score -2.208028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 160226 members 
Entering Unmasked Estep 
Score: -22080272.000000 Penalty: 5947.878418
	Iteration 46Q: 3 clusters Score -2.208027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 160231 members 
Entering Unmasked Estep 
Score: -22080268.000000 Penalty: 5947.878418
	Iteration 47Q: 3 clusters Score -2.208027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 160232 members 
Entering Unmasked Estep 
Score: -22080278.000000 Penalty: 5947.878418
	Iteration 48Q: 3 clusters Score -2.208028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 160234 members 
Entering Unmasked Estep 
Score: -22080282.000000 Penalty: 5947.878418
	Iteration 49Q: 3 clusters Score -2.208028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 160236 members 
Entering Unmasked Estep 
Score: -22080276.000000 Penalty: 5947.878418
	Iteration 50Q: 3 clusters Score -2.208028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 160240 members 
Entering Unmasked Estep 
Score: -22080292.000000 Penalty: 5947.878418
	Iteration 51Q: 3 clusters Score -2.208029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 160243 members 
Entering Unmasked Estep 
Score: -22080278.000000 Penalty: 5947.878418
	Iteration 52Q: 3 clusters Score -2.208028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 160244 members 
Entering Unmasked Estep 
Score: -22080284.000000 Penalty: 5947.878418
	Iteration 53Q: 3 clusters Score -2.208028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 160244 members 
Entering Unmasked Estep 
Score: -22080284.000000 Penalty: 5947.878418
	Iteration 54F: 3 clusters Score -2.208028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Entering Unmasked Estep 
Score: -2664978.750000 Penalty: 2459.500732
	Iteration 0F: 2 clusters Score -2664979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2650748.250000 Penalty: 4919.001465
	Iteration 0F: 3 clusters Score -2650748 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2658902.500000 Penalty: 4919.001465
	Iteration 1F: 3 clusters Score -2658902 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2665214.500000 Penalty: 4919.001465
	Iteration 2F: 3 clusters Score -2665214 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2670406.250000 Penalty: 4919.001465
	Iteration 3F: 3 clusters Score -2670406 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2672642.250000 Penalty: 4919.001465
	Iteration 4F: 3 clusters Score -2672642 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2673639.000000 Penalty: 4919.001465
	Iteration 5F: 3 clusters Score -2673639 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2674059.750000 Penalty: 4919.001465
	Iteration 6Q: 3 clusters Score -2674060 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2674284.500000 Penalty: 4919.001465
	Iteration 7Q: 3 clusters Score -2674284 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2674424.000000 Penalty: 4919.001465
	Iteration 8Q: 3 clusters Score -2674424 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2674559.000000 Penalty: 4919.001465
	Iteration 9Q: 3 clusters Score -2674559 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2674647.750000 Penalty: 4919.001465
	Iteration 10Q: 3 clusters Score -2674648 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2674725.750000 Penalty: 4919.001465
	Iteration 11Q: 3 clusters Score -2674726 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2674763.000000 Penalty: 4919.001465
	Iteration 12Q: 3 clusters Score -2674763 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2674778.500000 Penalty: 4919.001465
	Iteration 13Q: 3 clusters Score -2674778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2674804.000000 Penalty: 4919.001465
	Iteration 14Q: 3 clusters Score -2674804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2674811.750000 Penalty: 4919.001465
	Iteration 15Q: 3 clusters Score -2674812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2674821.500000 Penalty: 4919.001465
	Iteration 16Q: 3 clusters Score -2674822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2674832.000000 Penalty: 4919.001465
	Iteration 17Q: 3 clusters Score -2674832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2674837.000000 Penalty: 4919.001465
	Iteration 18Q: 3 clusters Score -2674837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2674838.750000 Penalty: 4919.001465
	Iteration 19Q: 3 clusters Score -2674839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2674835.250000 Penalty: 4919.001465
	Iteration 20F: 3 clusters Score -2674835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2674839.500000 Penalty: 4919.001465
	Iteration 21Q: 3 clusters Score -2674840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2674840.250000 Penalty: 4919.001465
	Iteration 22Q: 3 clusters Score -2674840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2674845.000000 Penalty: 4919.001465
	Iteration 23Q: 3 clusters Score -2674845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2674844.750000 Penalty: 4919.001465
	Iteration 24Q: 3 clusters Score -2674845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2674844.500000 Penalty: 4919.001465
	Iteration 25Q: 3 clusters Score -2674844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2674846.250000 Penalty: 4919.001465
	Iteration 26Q: 3 clusters Score -2674846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2674846.250000 Penalty: 4919.001465
	Iteration 27F: 3 clusters Score -2674846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 19868 members 
Mstep: Class 4 contains 92395 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 32270 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 161408 members 
Mstep: Class 10 contains 4780 members 
Mstep: Class 11 contains 26308 members 
Mstep: Class 12 contains 24776 members 
Mstep: Class 13 contains 169179 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 13488 members 
Mstep: Class 17 contains 63329 members 
Mstep: Class 18 contains 38230 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 26506 members 
Mstep: Class 21 contains 20852 members 
Mstep: Class 22 contains 15499 members 
Entering Unmasked Estep 
Score: -100864360.000000 Penalty: 73905.921875
Splitting cluster 10 changes total score from -100851976.000000 to -100864360.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (26308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Entering Unmasked Estep 
Score: -3528059.500000 Penalty: 2524.051758
	Iteration 0F: 2 clusters Score -3528060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3509815.750000 Penalty: 5048.103516
	Iteration 0F: 3 clusters Score -3509816 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3515988.500000 Penalty: 5048.103516
	Iteration 1F: 3 clusters Score -3515988 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -3516361.750000 Penalty: 5048.103516
	Iteration 2Q: 3 clusters Score -3516362 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3516660.750000 Penalty: 5048.103516
	Iteration 3Q: 3 clusters Score -3516661 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -3516932.250000 Penalty: 5048.103516
	Iteration 4Q: 3 clusters Score -3516932 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3517197.000000 Penalty: 5048.103516
	Iteration 5Q: 3 clusters Score -3517197 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -3517464.000000 Penalty: 5048.103516
	Iteration 6Q: 3 clusters Score -3517464 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -3517786.750000 Penalty: 5048.103516
	Iteration 7Q: 3 clusters Score -3517787 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -3518214.250000 Penalty: 5048.103516
	Iteration 8Q: 3 clusters Score -3518214 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3518760.750000 Penalty: 5048.103516
	Iteration 9Q: 3 clusters Score -3518761 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -3519560.000000 Penalty: 5048.103516
	Iteration 10Q: 3 clusters Score -3519560 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -3520655.500000 Penalty: 5048.103516
	Iteration 11F: 3 clusters Score -3520656 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3522013.250000 Penalty: 5048.103516
	Iteration 12F: 3 clusters Score -3522013 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -3523540.250000 Penalty: 5048.103516
	Iteration 13F: 3 clusters Score -3523540 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -3524924.500000 Penalty: 5048.103516
	Iteration 14F: 3 clusters Score -3524924 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -3525878.000000 Penalty: 5048.103516
	Iteration 15F: 3 clusters Score -3525878 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -3526538.750000 Penalty: 5048.103516
	Iteration 16Q: 3 clusters Score -3526539 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -3527073.500000 Penalty: 5048.103516
	Iteration 17Q: 3 clusters Score -3527074 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3527492.500000 Penalty: 5048.103516
	Iteration 18Q: 3 clusters Score -3527492 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3527875.250000 Penalty: 5048.103516
	Iteration 19Q: 3 clusters Score -3527875 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3528142.500000 Penalty: 5048.103516
	Iteration 20F: 3 clusters Score -3528142 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3528271.250000 Penalty: 5048.103516
	Iteration 21Q: 3 clusters Score -3528271 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3528366.500000 Penalty: 5048.103516
	Iteration 22Q: 3 clusters Score -3528366 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3528434.000000 Penalty: 5048.103516
	Iteration 23Q: 3 clusters Score -3528434 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3528472.500000 Penalty: 5048.103516
	Iteration 24Q: 3 clusters Score -3528472 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3528501.500000 Penalty: 5048.103516
	Iteration 25Q: 3 clusters Score -3528502 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3528540.500000 Penalty: 5048.103516
	Iteration 26Q: 3 clusters Score -3528540 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3528558.250000 Penalty: 5048.103516
	Iteration 27Q: 3 clusters Score -3528558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3528569.750000 Penalty: 5048.103516
	Iteration 28Q: 3 clusters Score -3528570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3528587.750000 Penalty: 5048.103516
	Iteration 29Q: 3 clusters Score -3528588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3528596.750000 Penalty: 5048.103516
	Iteration 30Q: 3 clusters Score -3528597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3528596.000000 Penalty: 5048.103516
	Iteration 31Q: 3 clusters Score -3528596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3528592.250000 Penalty: 5048.103516
	Iteration 32Q: 3 clusters Score -3528592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3528597.250000 Penalty: 5048.103516
	Iteration 33Q: 3 clusters Score -3528597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3528599.000000 Penalty: 5048.103516
	Iteration 34Q: 3 clusters Score -3528599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3528601.250000 Penalty: 5048.103516
	Iteration 35Q: 3 clusters Score -3528601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3528596.500000 Penalty: 5048.103516
	Iteration 36Q: 3 clusters Score -3528596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3528596.500000 Penalty: 5048.103516
	Iteration 37Q: 3 clusters Score -3528596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3528600.750000 Penalty: 5048.103516
	Iteration 38Q: 3 clusters Score -3528601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3528604.500000 Penalty: 5048.103516
	Iteration 39Q: 3 clusters Score -3528604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3528604.000000 Penalty: 5048.103516
	Iteration 40F: 3 clusters Score -3528604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3528603.000000 Penalty: 5048.103516
	Iteration 41Q: 3 clusters Score -3528603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3528602.250000 Penalty: 5048.103516
	Iteration 42Q: 3 clusters Score -3528602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3528607.750000 Penalty: 5048.103516
	Iteration 43Q: 3 clusters Score -3528608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3528605.000000 Penalty: 5048.103516
	Iteration 44Q: 3 clusters Score -3528605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3528606.750000 Penalty: 5048.103516
	Iteration 45Q: 3 clusters Score -3528607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3528611.750000 Penalty: 5048.103516
	Iteration 46Q: 3 clusters Score -3528612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3528611.750000 Penalty: 5048.103516
	Iteration 47F: 3 clusters Score -3528612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 19868 members 
Mstep: Class 4 contains 92395 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 32270 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 161408 members 
Mstep: Class 10 contains 4780 members 
Mstep: Class 11 contains 24601 members 
Mstep: Class 12 contains 24776 members 
Mstep: Class 13 contains 169179 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 13488 members 
Mstep: Class 17 contains 63329 members 
Mstep: Class 18 contains 38230 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 26506 members 
Mstep: Class 21 contains 20852 members 
Mstep: Class 22 contains 15499 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
Score: -100863896.000000 Penalty: 77265.281250
Splitting cluster 11 changes total score from -100851976.000000 to -100863896.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (24776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Entering Unmasked Estep 
Score: -3132992.000000 Penalty: 2509.172363
	Iteration 0F: 2 clusters Score -3132992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3115854.500000 Penalty: 5018.344727
	Iteration 0F: 3 clusters Score -3115854 nChanged 11106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -3121956.500000 Penalty: 5018.344727
	Iteration 1F: 3 clusters Score -3121956 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -3122795.500000 Penalty: 5018.344727
	Iteration 2F: 3 clusters Score -3122796 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -3123820.500000 Penalty: 5018.344727
	Iteration 3F: 3 clusters Score -3123820 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -3124986.000000 Penalty: 5018.344727
	Iteration 4F: 3 clusters Score -3124986 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3126374.250000 Penalty: 5018.344727
	Iteration 5F: 3 clusters Score -3126374 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -3127974.500000 Penalty: 5018.344727
	Iteration 6F: 3 clusters Score -3127974 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -3129426.000000 Penalty: 5018.344727
	Iteration 7F: 3 clusters Score -3129426 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3130454.250000 Penalty: 5018.344727
	Iteration 8F: 3 clusters Score -3130454 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3131261.000000 Penalty: 5018.344727
	Iteration 9Q: 3 clusters Score -3131261 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -3131988.750000 Penalty: 5018.344727
	Iteration 10Q: 3 clusters Score -3131989 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -3132779.000000 Penalty: 5018.344727
	Iteration 11Q: 3 clusters Score -3132779 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -3133430.500000 Penalty: 5018.344727
	Iteration 12Q: 3 clusters Score -3133430 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3133686.750000 Penalty: 5018.344727
	Iteration 13Q: 3 clusters Score -3133687 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -3133787.250000 Penalty: 5018.344727
	Iteration 14Q: 3 clusters Score -3133787 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3133830.000000 Penalty: 5018.344727
	Iteration 15Q: 3 clusters Score -3133830 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3133870.000000 Penalty: 5018.344727
	Iteration 16Q: 3 clusters Score -3133870 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -3133873.500000 Penalty: 5018.344727
	Iteration 17Q: 3 clusters Score -3133874 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -3133887.750000 Penalty: 5018.344727
	Iteration 18Q: 3 clusters Score -3133888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -3133891.000000 Penalty: 5018.344727
	Iteration 19Q: 3 clusters Score -3133891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -3133894.000000 Penalty: 5018.344727
	Iteration 20F: 3 clusters Score -3133894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -3133901.000000 Penalty: 5018.344727
	Iteration 21Q: 3 clusters Score -3133901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -3133893.250000 Penalty: 5018.344727
	Iteration 22Q: 3 clusters Score -3133893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3133898.750000 Penalty: 5018.344727
	Iteration 23Q: 3 clusters Score -3133899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3133901.750000 Penalty: 5018.344727
	Iteration 24Q: 3 clusters Score -3133902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3133898.250000 Penalty: 5018.344727
	Iteration 25Q: 3 clusters Score -3133898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -3133904.750000 Penalty: 5018.344727
	Iteration 26Q: 3 clusters Score -3133905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -3133902.000000 Penalty: 5018.344727
	Iteration 27Q: 3 clusters Score -3133902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -3133900.250000 Penalty: 5018.344727
	Iteration 28Q: 3 clusters Score -3133900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -3133901.500000 Penalty: 5018.344727
	Iteration 29Q: 3 clusters Score -3133902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3133906.750000 Penalty: 5018.344727
	Iteration 30Q: 3 clusters Score -3133907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3133907.250000 Penalty: 5018.344727
	Iteration 31Q: 3 clusters Score -3133907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -3133910.000000 Penalty: 5018.344727
	Iteration 32Q: 3 clusters Score -3133910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -3133910.000000 Penalty: 5018.344727
	Iteration 33F: 3 clusters Score -3133910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 19868 members 
Mstep: Class 4 contains 92395 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 32270 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 161408 members 
Mstep: Class 10 contains 4780 members 
Mstep: Class 11 contains 24601 members 
Mstep: Class 12 contains 20197 members 
Mstep: Class 13 contains 169179 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 13488 members 
Mstep: Class 17 contains 63329 members 
Mstep: Class 18 contains 38230 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 26506 members 
Mstep: Class 21 contains 20852 members 
Mstep: Class 22 contains 15499 members 
Mstep: Class 23 contains 1707 members 
Mstep: Class 24 contains 4579 members 
Entering Unmasked Estep 
Score: -100863552.000000 Penalty: 80624.640625
Splitting cluster 12 changes total score from -100851976.000000 to -100863552.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (169179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169179 members 
Entering Unmasked Estep 
Score: -23124338.000000 Penalty: 2985.600586
	Iteration 0F: 2 clusters Score -2.312434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84861 members 
Mstep: Class 2 contains 84318 members 
Entering Unmasked Estep 
Score: -23011212.000000 Penalty: 5971.201172
	Iteration 0F: 3 clusters Score -2.301121e+07 nChanged 81060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88433 members 
Mstep: Class 2 contains 80746 members 
Entering Unmasked Estep 
Score: -23058384.000000 Penalty: 5971.201172
	Iteration 1F: 3 clusters Score -2.305838e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90926 members 
Mstep: Class 2 contains 78253 members 
Entering Unmasked Estep 
Score: -23059412.000000 Penalty: 5971.201172
	Iteration 2Q: 3 clusters Score -2.305941e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94879 members 
Mstep: Class 2 contains 74300 members 
Entering Unmasked Estep 
Score: -23061344.000000 Penalty: 5971.201172
	Iteration 3Q: 3 clusters Score -2.306134e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100874 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -23064098.000000 Penalty: 5971.201172
	Iteration 4Q: 3 clusters Score -2.30641e+07 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109702 members 
Mstep: Class 2 contains 59477 members 
Entering Unmasked Estep 
Score: -23069422.000000 Penalty: 5971.201172
	Iteration 5F: 3 clusters Score -2.306942e+07 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121627 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -23078506.000000 Penalty: 5971.201172
	Iteration 6F: 3 clusters Score -2.307851e+07 nChanged 14449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135890 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -23091112.000000 Penalty: 5971.201172
	Iteration 7F: 3 clusters Score -2.309111e+07 nChanged 13653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149469 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -23104174.000000 Penalty: 5971.201172
	Iteration 8F: 3 clusters Score -2.310417e+07 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159143 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -23113582.000000 Penalty: 5971.201172
	Iteration 9F: 3 clusters Score -2.311358e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164495 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -23118220.000000 Penalty: 5971.201172
	Iteration 10Q: 3 clusters Score -2.311822e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166811 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -23120292.000000 Penalty: 5971.201172
	Iteration 11Q: 3 clusters Score -2.312029e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167744 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -23121112.000000 Penalty: 5971.201172
	Iteration 12Q: 3 clusters Score -2.312111e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168091 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -23121478.000000 Penalty: 5971.201172
	Iteration 13Q: 3 clusters Score -2.312148e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168243 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -23121618.000000 Penalty: 5971.201172
	Iteration 14Q: 3 clusters Score -2.312162e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168333 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -23121698.000000 Penalty: 5971.201172
	Iteration 15Q: 3 clusters Score -2.31217e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168363 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -23121770.000000 Penalty: 5971.201172
	Iteration 16Q: 3 clusters Score -2.312177e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168399 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -23121794.000000 Penalty: 5971.201172
	Iteration 17Q: 3 clusters Score -2.312179e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168419 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -23121868.000000 Penalty: 5971.201172
	Iteration 18Q: 3 clusters Score -2.312187e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168426 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -23121866.000000 Penalty: 5971.201172
	Iteration 19Q: 3 clusters Score -2.312187e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168436 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -23121876.000000 Penalty: 5971.201172
	Iteration 20F: 3 clusters Score -2.312188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168446 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -23121908.000000 Penalty: 5971.201172
	Iteration 21Q: 3 clusters Score -2.312191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168455 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -23121904.000000 Penalty: 5971.201172
	Iteration 22Q: 3 clusters Score -2.31219e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168465 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -23121882.000000 Penalty: 5971.201172
	Iteration 23Q: 3 clusters Score -2.312188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168464 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -23121880.000000 Penalty: 5971.201172
	Iteration 24Q: 3 clusters Score -2.312188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168460 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -23121880.000000 Penalty: 5971.201172
	Iteration 25Q: 3 clusters Score -2.312188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168462 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -23121894.000000 Penalty: 5971.201172
	Iteration 26Q: 3 clusters Score -2.312189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168462 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -23121894.000000 Penalty: 5971.201172
	Iteration 27F: 3 clusters Score -2.312189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Entering Unmasked Estep 
Score: -2954561.500000 Penalty: 2477.243408
	Iteration 0F: 2 clusters Score -2954562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2939348.500000 Penalty: 4954.486816
	Iteration 0F: 3 clusters Score -2939348 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2944683.500000 Penalty: 4954.486816
	Iteration 1F: 3 clusters Score -2944684 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2945354.750000 Penalty: 4954.486816
	Iteration 2F: 3 clusters Score -2945355 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2946240.750000 Penalty: 4954.486816
	Iteration 3F: 3 clusters Score -2946241 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2947250.500000 Penalty: 4954.486816
	Iteration 4F: 3 clusters Score -2947250 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2948208.500000 Penalty: 4954.486816
	Iteration 5F: 3 clusters Score -2948208 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2949075.500000 Penalty: 4954.486816
	Iteration 6F: 3 clusters Score -2949076 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2949750.000000 Penalty: 4954.486816
	Iteration 7F: 3 clusters Score -2949750 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2950315.750000 Penalty: 4954.486816
	Iteration 8Q: 3 clusters Score -2950316 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2950720.500000 Penalty: 4954.486816
	Iteration 9Q: 3 clusters Score -2950720 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2950969.750000 Penalty: 4954.486816
	Iteration 10Q: 3 clusters Score -2950970 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2951156.250000 Penalty: 4954.486816
	Iteration 11Q: 3 clusters Score -2951156 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2951302.500000 Penalty: 4954.486816
	Iteration 12Q: 3 clusters Score -2951302 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2951435.750000 Penalty: 4954.486816
	Iteration 13Q: 3 clusters Score -2951436 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2951550.250000 Penalty: 4954.486816
	Iteration 14Q: 3 clusters Score -2951550 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2951664.000000 Penalty: 4954.486816
	Iteration 15Q: 3 clusters Score -2951664 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2951764.000000 Penalty: 4954.486816
	Iteration 16Q: 3 clusters Score -2951764 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2951865.500000 Penalty: 4954.486816
	Iteration 17Q: 3 clusters Score -2951866 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2951965.000000 Penalty: 4954.486816
	Iteration 18Q: 3 clusters Score -2951965 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2952059.000000 Penalty: 4954.486816
	Iteration 19Q: 3 clusters Score -2952059 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2952149.000000 Penalty: 4954.486816
	Iteration 20F: 3 clusters Score -2952149 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2952256.750000 Penalty: 4954.486816
	Iteration 21Q: 3 clusters Score -2952257 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2952342.750000 Penalty: 4954.486816
	Iteration 22Q: 3 clusters Score -2952343 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2952421.500000 Penalty: 4954.486816
	Iteration 23Q: 3 clusters Score -2952422 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2952500.000000 Penalty: 4954.486816
	Iteration 24Q: 3 clusters Score -2952500 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2952578.000000 Penalty: 4954.486816
	Iteration 25Q: 3 clusters Score -2952578 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2952654.000000 Penalty: 4954.486816
	Iteration 26Q: 3 clusters Score -2952654 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2952705.250000 Penalty: 4954.486816
	Iteration 27Q: 3 clusters Score -2952705 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2952788.250000 Penalty: 4954.486816
	Iteration 28Q: 3 clusters Score -2952788 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2952841.250000 Penalty: 4954.486816
	Iteration 29Q: 3 clusters Score -2952841 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2952903.000000 Penalty: 4954.486816
	Iteration 30Q: 3 clusters Score -2952903 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2952955.500000 Penalty: 4954.486816
	Iteration 31Q: 3 clusters Score -2952956 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2953012.750000 Penalty: 4954.486816
	Iteration 32Q: 3 clusters Score -2953013 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2953069.500000 Penalty: 4954.486816
	Iteration 33Q: 3 clusters Score -2953070 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2953110.750000 Penalty: 4954.486816
	Iteration 34Q: 3 clusters Score -2953111 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2953151.500000 Penalty: 4954.486816
	Iteration 35Q: 3 clusters Score -2953152 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2953179.250000 Penalty: 4954.486816
	Iteration 36Q: 3 clusters Score -2953179 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2953198.000000 Penalty: 4954.486816
	Iteration 37Q: 3 clusters Score -2953198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2953209.750000 Penalty: 4954.486816
	Iteration 38Q: 3 clusters Score -2953210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2953235.500000 Penalty: 4954.486816
	Iteration 39Q: 3 clusters Score -2953236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2953253.000000 Penalty: 4954.486816
	Iteration 40F: 3 clusters Score -2953253 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2953268.000000 Penalty: 4954.486816
	Iteration 41Q: 3 clusters Score -2953268 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2953291.000000 Penalty: 4954.486816
	Iteration 42Q: 3 clusters Score -2953291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2953316.000000 Penalty: 4954.486816
	Iteration 43Q: 3 clusters Score -2953316 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2953337.000000 Penalty: 4954.486816
	Iteration 44Q: 3 clusters Score -2953337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2953343.000000 Penalty: 4954.486816
	Iteration 45Q: 3 clusters Score -2953343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2953352.000000 Penalty: 4954.486816
	Iteration 46Q: 3 clusters Score -2953352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2953359.500000 Penalty: 4954.486816
	Iteration 47Q: 3 clusters Score -2953360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2953369.000000 Penalty: 4954.486816
	Iteration 48Q: 3 clusters Score -2953369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2953366.500000 Penalty: 4954.486816
	Iteration 49Q: 3 clusters Score -2953366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2953370.250000 Penalty: 4954.486816
	Iteration 50Q: 3 clusters Score -2953370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2953374.500000 Penalty: 4954.486816
	Iteration 51Q: 3 clusters Score -2953374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2953376.750000 Penalty: 4954.486816
	Iteration 52Q: 3 clusters Score -2953377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2953378.500000 Penalty: 4954.486816
	Iteration 53Q: 3 clusters Score -2953378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2953387.000000 Penalty: 4954.486816
	Iteration 54Q: 3 clusters Score -2953387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2953383.250000 Penalty: 4954.486816
	Iteration 55Q: 3 clusters Score -2953383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2953389.000000 Penalty: 4954.486816
	Iteration 56Q: 3 clusters Score -2953389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2953396.250000 Penalty: 4954.486816
	Iteration 57Q: 3 clusters Score -2953396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2953398.500000 Penalty: 4954.486816
	Iteration 58Q: 3 clusters Score -2953398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2953404.500000 Penalty: 4954.486816
	Iteration 59Q: 3 clusters Score -2953404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2953415.750000 Penalty: 4954.486816
	Iteration 60F: 3 clusters Score -2953416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2953416.500000 Penalty: 4954.486816
	Iteration 61Q: 3 clusters Score -2953416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2953416.250000 Penalty: 4954.486816
	Iteration 62Q: 3 clusters Score -2953416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2953418.750000 Penalty: 4954.486816
	Iteration 63Q: 3 clusters Score -2953419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2953415.750000 Penalty: 4954.486816
	Iteration 64Q: 3 clusters Score -2953416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2953417.750000 Penalty: 4954.486816
	Iteration 65Q: 3 clusters Score -2953418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2953417.750000 Penalty: 4954.486816
	Iteration 66Q: 3 clusters Score -2953418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2953417.750000 Penalty: 4954.486816
	Iteration 67F: 3 clusters Score -2953418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -149999.296875 Penalty: 1808.668457
	Iteration 0F: 2 clusters Score -149999.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -148044.906250 Penalty: 3617.336914
	Iteration 0F: 3 clusters Score -148044.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -149795.187500 Penalty: 3617.336914
	Iteration 1F: 3 clusters Score -149795.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -150875.625000 Penalty: 3617.336914
	Iteration 2F: 3 clusters Score -150875.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -151950.546875 Penalty: 3617.336914
	Iteration 3F: 3 clusters Score -151950.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -153683.343750 Penalty: 3617.336914
	Iteration 4F: 3 clusters Score -153683.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -155836.765625 Penalty: 3617.336914
	Iteration 5F: 3 clusters Score -155836.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -157009.984375 Penalty: 3617.336914
	Iteration 6Q: 3 clusters Score -157010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -157033.562500 Penalty: 3617.336914
	Iteration 7Q: 3 clusters Score -157033.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -157033.562500 Penalty: 3617.336914
	Iteration 8F: 3 clusters Score -157033.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 19868 members 
Mstep: Class 4 contains 92395 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 32270 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 161408 members 
Mstep: Class 10 contains 4780 members 
Mstep: Class 11 contains 24601 members 
Mstep: Class 12 contains 20197 members 
Mstep: Class 13 contains 169179 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 13488 members 
Mstep: Class 17 contains 63329 members 
Mstep: Class 18 contains 38230 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 26506 members 
Mstep: Class 21 contains 20852 members 
Mstep: Class 22 contains 15499 members 
Mstep: Class 23 contains 1707 members 
Mstep: Class 24 contains 4579 members 
Mstep: Class 25 contains 644 members 
Entering Unmasked Estep 
Score: -100869008.000000 Penalty: 83984.000000
Splitting cluster 15 changes total score from -100851976.000000 to -100869008.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (13488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Entering Unmasked Estep 
Score: -1775652.750000 Penalty: 2358.369873
	Iteration 0F: 2 clusters Score -1775653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1765871.625000 Penalty: 4716.739746
	Iteration 0F: 3 clusters Score -1765872 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1769195.500000 Penalty: 4716.739746
	Iteration 1F: 3 clusters Score -1769196 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1770047.250000 Penalty: 4716.739746
	Iteration 2F: 3 clusters Score -1770047 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1771160.625000 Penalty: 4716.739746
	Iteration 3F: 3 clusters Score -1771161 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1772393.250000 Penalty: 4716.739746
	Iteration 4F: 3 clusters Score -1772393 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1773574.500000 Penalty: 4716.739746
	Iteration 5F: 3 clusters Score -1773574 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1774349.875000 Penalty: 4716.739746
	Iteration 6F: 3 clusters Score -1774350 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1774746.875000 Penalty: 4716.739746
	Iteration 7Q: 3 clusters Score -1774747 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1774901.000000 Penalty: 4716.739746
	Iteration 8Q: 3 clusters Score -1774901 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1774972.750000 Penalty: 4716.739746
	Iteration 9Q: 3 clusters Score -1774973 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1775014.625000 Penalty: 4716.739746
	Iteration 10Q: 3 clusters Score -1775015 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1775047.500000 Penalty: 4716.739746
	Iteration 11Q: 3 clusters Score -1775048 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1775070.375000 Penalty: 4716.739746
	Iteration 12Q: 3 clusters Score -1775070 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1775091.250000 Penalty: 4716.739746
	Iteration 13Q: 3 clusters Score -1775091 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1775114.125000 Penalty: 4716.739746
	Iteration 14Q: 3 clusters Score -1775114 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1775121.000000 Penalty: 4716.739746
	Iteration 15Q: 3 clusters Score -1775121 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1775143.750000 Penalty: 4716.739746
	Iteration 16Q: 3 clusters Score -1775144 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1775153.000000 Penalty: 4716.739746
	Iteration 17Q: 3 clusters Score -1775153 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1775173.500000 Penalty: 4716.739746
	Iteration 18Q: 3 clusters Score -1775174 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1775190.875000 Penalty: 4716.739746
	Iteration 19Q: 3 clusters Score -1775191 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1775205.375000 Penalty: 4716.739746
	Iteration 20F: 3 clusters Score -1775205 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1775234.750000 Penalty: 4716.739746
	Iteration 21Q: 3 clusters Score -1775235 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1775265.250000 Penalty: 4716.739746
	Iteration 22Q: 3 clusters Score -1775265 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1775298.750000 Penalty: 4716.739746
	Iteration 23Q: 3 clusters Score -1775299 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1775330.875000 Penalty: 4716.739746
	Iteration 24Q: 3 clusters Score -1775331 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1775371.375000 Penalty: 4716.739746
	Iteration 25Q: 3 clusters Score -1775371 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1775419.875000 Penalty: 4716.739746
	Iteration 26Q: 3 clusters Score -1775420 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1775459.750000 Penalty: 4716.739746
	Iteration 27Q: 3 clusters Score -1775460 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1775491.250000 Penalty: 4716.739746
	Iteration 28Q: 3 clusters Score -1775491 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1775516.250000 Penalty: 4716.739746
	Iteration 29Q: 3 clusters Score -1775516 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1775530.000000 Penalty: 4716.739746
	Iteration 30Q: 3 clusters Score -1775530 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1775545.750000 Penalty: 4716.739746
	Iteration 31Q: 3 clusters Score -1775546 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1775563.125000 Penalty: 4716.739746
	Iteration 32Q: 3 clusters Score -1775563 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1775575.625000 Penalty: 4716.739746
	Iteration 33Q: 3 clusters Score -1775576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1775592.500000 Penalty: 4716.739746
	Iteration 34Q: 3 clusters Score -1775592 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1775605.250000 Penalty: 4716.739746
	Iteration 35Q: 3 clusters Score -1775605 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1775617.625000 Penalty: 4716.739746
	Iteration 36Q: 3 clusters Score -1775618 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1775628.750000 Penalty: 4716.739746
	Iteration 37Q: 3 clusters Score -1775629 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1775637.875000 Penalty: 4716.739746
	Iteration 38Q: 3 clusters Score -1775638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1775647.625000 Penalty: 4716.739746
	Iteration 39Q: 3 clusters Score -1775648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1775658.625000 Penalty: 4716.739746
	Iteration 40F: 3 clusters Score -1775659 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1775664.750000 Penalty: 4716.739746
	Iteration 41Q: 3 clusters Score -1775665 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1775671.750000 Penalty: 4716.739746
	Iteration 42Q: 3 clusters Score -1775672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1775678.375000 Penalty: 4716.739746
	Iteration 43Q: 3 clusters Score -1775678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1775683.250000 Penalty: 4716.739746
	Iteration 44Q: 3 clusters Score -1775683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1775686.250000 Penalty: 4716.739746
	Iteration 45Q: 3 clusters Score -1775686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1775685.625000 Penalty: 4716.739746
	Iteration 46Q: 3 clusters Score -1775686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1775691.750000 Penalty: 4716.739746
	Iteration 47Q: 3 clusters Score -1775692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1775691.625000 Penalty: 4716.739746
	Iteration 48Q: 3 clusters Score -1775692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1775695.000000 Penalty: 4716.739746
	Iteration 49Q: 3 clusters Score -1775695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1775694.125000 Penalty: 4716.739746
	Iteration 50Q: 3 clusters Score -1775694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1775695.000000 Penalty: 4716.739746
	Iteration 51Q: 3 clusters Score -1775695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1775697.875000 Penalty: 4716.739746
	Iteration 52Q: 3 clusters Score -1775698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1775698.500000 Penalty: 4716.739746
	Iteration 53Q: 3 clusters Score -1775698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1775700.000000 Penalty: 4716.739746
	Iteration 54Q: 3 clusters Score -1775700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1775706.375000 Penalty: 4716.739746
	Iteration 55Q: 3 clusters Score -1775706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1775704.375000 Penalty: 4716.739746
	Iteration 56Q: 3 clusters Score -1775704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1775705.750000 Penalty: 4716.739746
	Iteration 57Q: 3 clusters Score -1775706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1775711.125000 Penalty: 4716.739746
	Iteration 58Q: 3 clusters Score -1775711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1775713.375000 Penalty: 4716.739746
	Iteration 59Q: 3 clusters Score -1775713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1775712.500000 Penalty: 4716.739746
	Iteration 60F: 3 clusters Score -1775712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1775715.000000 Penalty: 4716.739746
	Iteration 61Q: 3 clusters Score -1775715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1775714.750000 Penalty: 4716.739746
	Iteration 62Q: 3 clusters Score -1775715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1775715.750000 Penalty: 4716.739746
	Iteration 63Q: 3 clusters Score -1775716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1775717.375000 Penalty: 4716.739746
	Iteration 64Q: 3 clusters Score -1775717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1775717.000000 Penalty: 4716.739746
	Iteration 65Q: 3 clusters Score -1775717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1775716.875000 Penalty: 4716.739746
	Iteration 66Q: 3 clusters Score -1775717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1775717.125000 Penalty: 4716.739746
	Iteration 67Q: 3 clusters Score -1775717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1775725.750000 Penalty: 4716.739746
	Iteration 68Q: 3 clusters Score -1775726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1775723.000000 Penalty: 4716.739746
	Iteration 69Q: 3 clusters Score -1775723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1775724.250000 Penalty: 4716.739746
	Iteration 70Q: 3 clusters Score -1775724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1775724.250000 Penalty: 4716.739746
	Iteration 71Q: 3 clusters Score -1775724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1775719.500000 Penalty: 4716.739746
	Iteration 72Q: 3 clusters Score -1775720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1775722.250000 Penalty: 4716.739746
	Iteration 73Q: 3 clusters Score -1775722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1775722.375000 Penalty: 4716.739746
	Iteration 74Q: 3 clusters Score -1775722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1775722.625000 Penalty: 4716.739746
	Iteration 75Q: 3 clusters Score -1775723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1775726.125000 Penalty: 4716.739746
	Iteration 76Q: 3 clusters Score -1775726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1775724.625000 Penalty: 4716.739746
	Iteration 77Q: 3 clusters Score -1775725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1775723.125000 Penalty: 4716.739746
	Iteration 78Q: 3 clusters Score -1775723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1775724.750000 Penalty: 4716.739746
	Iteration 79Q: 3 clusters Score -1775725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1775725.750000 Penalty: 4716.739746
	Iteration 80F: 3 clusters Score -1775726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1775722.375000 Penalty: 4716.739746
	Iteration 81Q: 3 clusters Score -1775722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1775724.000000 Penalty: 4716.739746
	Iteration 82Q: 3 clusters Score -1775724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1775725.250000 Penalty: 4716.739746
	Iteration 83Q: 3 clusters Score -1775725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1775725.250000 Penalty: 4716.739746
	Iteration 84F: 3 clusters Score -1775725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 19868 members 
Mstep: Class 4 contains 92395 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 32270 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 161408 members 
Mstep: Class 10 contains 4780 members 
Mstep: Class 11 contains 24601 members 
Mstep: Class 12 contains 20197 members 
Mstep: Class 13 contains 169179 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 7317 members 
Mstep: Class 17 contains 63329 members 
Mstep: Class 18 contains 38230 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 26506 members 
Mstep: Class 21 contains 20852 members 
Mstep: Class 22 contains 15499 members 
Mstep: Class 23 contains 1707 members 
Mstep: Class 24 contains 4579 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 6171 members 
Entering Unmasked Estep 
Score: -100867976.000000 Penalty: 87343.359375
Splitting cluster 16 changes total score from -100851976.000000 to -100867976.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (63329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63329 members 
Entering Unmasked Estep 
Score: -8557191.000000 Penalty: 2741.912598
	Iteration 0F: 2 clusters Score -8557191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -8514745.000000 Penalty: 5483.825195
	Iteration 0F: 3 clusters Score -8514745 nChanged 29552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -8531670.000000 Penalty: 5483.825195
	Iteration 1F: 3 clusters Score -8531670 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -8532696.000000 Penalty: 5483.825195
	Iteration 2Q: 3 clusters Score -8532696 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -8534084.000000 Penalty: 5483.825195
	Iteration 3Q: 3 clusters Score -8534084 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -8535721.000000 Penalty: 5483.825195
	Iteration 4F: 3 clusters Score -8535721 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -8537714.000000 Penalty: 5483.825195
	Iteration 5F: 3 clusters Score -8537714 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -8539830.000000 Penalty: 5483.825195
	Iteration 6F: 3 clusters Score -8539830 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -8542092.000000 Penalty: 5483.825195
	Iteration 7F: 3 clusters Score -8542092 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -8544071.000000 Penalty: 5483.825195
	Iteration 8F: 3 clusters Score -8544071 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -8545704.000000 Penalty: 5483.825195
	Iteration 9Q: 3 clusters Score -8545704 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -8547216.000000 Penalty: 5483.825195
	Iteration 10Q: 3 clusters Score -8547216 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -8548346.000000 Penalty: 5483.825195
	Iteration 11Q: 3 clusters Score -8548346 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -8549307.000000 Penalty: 5483.825195
	Iteration 12Q: 3 clusters Score -8549307 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -8550183.000000 Penalty: 5483.825195
	Iteration 13Q: 3 clusters Score -8550183 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -8550875.000000 Penalty: 5483.825195
	Iteration 14Q: 3 clusters Score -8550875 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -8551319.000000 Penalty: 5483.825195
	Iteration 15Q: 3 clusters Score -8551319 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -8551774.000000 Penalty: 5483.825195
	Iteration 16Q: 3 clusters Score -8551774 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -8552144.000000 Penalty: 5483.825195
	Iteration 17Q: 3 clusters Score -8552144 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -8552497.000000 Penalty: 5483.825195
	Iteration 18Q: 3 clusters Score -8552497 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -8552791.000000 Penalty: 5483.825195
	Iteration 19Q: 3 clusters Score -8552791 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -8553086.000000 Penalty: 5483.825195
	Iteration 20F: 3 clusters Score -8553086 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -8553321.000000 Penalty: 5483.825195
	Iteration 21Q: 3 clusters Score -8553321 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -8553572.000000 Penalty: 5483.825195
	Iteration 22Q: 3 clusters Score -8553572 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -8553798.000000 Penalty: 5483.825195
	Iteration 23Q: 3 clusters Score -8553798 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 56347 members 
Entering Unmasked Estep 
Score: -8553985.000000 Penalty: 5483.825195
	Iteration 24Q: 3 clusters Score -8553985 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -8554176.000000 Penalty: 5483.825195
	Iteration 25Q: 3 clusters Score -8554176 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 57302 members 
Entering Unmasked Estep 
Score: -8554360.000000 Penalty: 5483.825195
	Iteration 26Q: 3 clusters Score -8554360 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -8554533.000000 Penalty: 5483.825195
	Iteration 27Q: 3 clusters Score -8554533 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -8554676.000000 Penalty: 5483.825195
	Iteration 28Q: 3 clusters Score -8554676 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -8554836.000000 Penalty: 5483.825195
	Iteration 29Q: 3 clusters Score -8554836 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -8554993.000000 Penalty: 5483.825195
	Iteration 30Q: 3 clusters Score -8554993 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 59079 members 
Entering Unmasked Estep 
Score: -8555156.000000 Penalty: 5483.825195
	Iteration 31Q: 3 clusters Score -8555156 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 59305 members 
Entering Unmasked Estep 
Score: -8555269.000000 Penalty: 5483.825195
	Iteration 32Q: 3 clusters Score -8555269 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 59498 members 
Entering Unmasked Estep 
Score: -8555341.000000 Penalty: 5483.825195
	Iteration 33Q: 3 clusters Score -8555341 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -8555428.000000 Penalty: 5483.825195
	Iteration 34Q: 3 clusters Score -8555428 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -8555535.000000 Penalty: 5483.825195
	Iteration 35Q: 3 clusters Score -8555535 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 59983 members 
Entering Unmasked Estep 
Score: -8555643.000000 Penalty: 5483.825195
	Iteration 36Q: 3 clusters Score -8555643 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -8555751.000000 Penalty: 5483.825195
	Iteration 37Q: 3 clusters Score -8555751 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -8555804.000000 Penalty: 5483.825195
	Iteration 38Q: 3 clusters Score -8555804 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 60323 members 
Entering Unmasked Estep 
Score: -8555899.000000 Penalty: 5483.825195
	Iteration 39Q: 3 clusters Score -8555899 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 60411 members 
Entering Unmasked Estep 
Score: -8555968.000000 Penalty: 5483.825195
	Iteration 40F: 3 clusters Score -8555968 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -8556008.000000 Penalty: 5483.825195
	Iteration 41Q: 3 clusters Score -8556008 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -8556042.000000 Penalty: 5483.825195
	Iteration 42Q: 3 clusters Score -8556042 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 60582 members 
Entering Unmasked Estep 
Score: -8556040.000000 Penalty: 5483.825195
	Iteration 43Q: 3 clusters Score -8556040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -8556064.000000 Penalty: 5483.825195
	Iteration 44Q: 3 clusters Score -8556064 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -8556077.000000 Penalty: 5483.825195
	Iteration 45Q: 3 clusters Score -8556077 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 60640 members 
Entering Unmasked Estep 
Score: -8556085.000000 Penalty: 5483.825195
	Iteration 46Q: 3 clusters Score -8556085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -8556081.000000 Penalty: 5483.825195
	Iteration 47Q: 3 clusters Score -8556081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 60673 members 
Entering Unmasked Estep 
Score: -8556094.000000 Penalty: 5483.825195
	Iteration 48Q: 3 clusters Score -8556094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -8556091.000000 Penalty: 5483.825195
	Iteration 49Q: 3 clusters Score -8556091 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -8556085.000000 Penalty: 5483.825195
	Iteration 50Q: 3 clusters Score -8556085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 60736 members 
Entering Unmasked Estep 
Score: -8556083.000000 Penalty: 5483.825195
	Iteration 51Q: 3 clusters Score -8556083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -8556083.000000 Penalty: 5483.825195
	Iteration 52Q: 3 clusters Score -8556083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 60764 members 
Entering Unmasked Estep 
Score: -8556092.000000 Penalty: 5483.825195
	Iteration 53Q: 3 clusters Score -8556092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -8556093.000000 Penalty: 5483.825195
	Iteration 54Q: 3 clusters Score -8556093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -8556092.000000 Penalty: 5483.825195
	Iteration 55Q: 3 clusters Score -8556092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -8556089.000000 Penalty: 5483.825195
	Iteration 56Q: 3 clusters Score -8556089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -8556103.000000 Penalty: 5483.825195
	Iteration 57Q: 3 clusters Score -8556103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -8556110.000000 Penalty: 5483.825195
	Iteration 58Q: 3 clusters Score -8556110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -8556117.000000 Penalty: 5483.825195
	Iteration 59Q: 3 clusters Score -8556117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -8556112.000000 Penalty: 5483.825195
	Iteration 60F: 3 clusters Score -8556112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -8556120.000000 Penalty: 5483.825195
	Iteration 61Q: 3 clusters Score -8556120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -8556130.000000 Penalty: 5483.825195
	Iteration 62Q: 3 clusters Score -8556130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -8556138.000000 Penalty: 5483.825195
	Iteration 63Q: 3 clusters Score -8556138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -8556140.000000 Penalty: 5483.825195
	Iteration 64Q: 3 clusters Score -8556140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -8556141.000000 Penalty: 5483.825195
	Iteration 65Q: 3 clusters Score -8556141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -8556137.000000 Penalty: 5483.825195
	Iteration 66Q: 3 clusters Score -8556137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -8556137.000000 Penalty: 5483.825195
	Iteration 67F: 3 clusters Score -8556137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Entering Unmasked Estep 
Score: -5309957.000000 Penalty: 2616.741211
	Iteration 0F: 2 clusters Score -5309957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -5284103.000000 Penalty: 5233.482422
	Iteration 0F: 3 clusters Score -5284103 nChanged 17410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -5293636.000000 Penalty: 5233.482422
	Iteration 1F: 3 clusters Score -5293636 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -5294310.000000 Penalty: 5233.482422
	Iteration 2Q: 3 clusters Score -5294310 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -5295078.500000 Penalty: 5233.482422
	Iteration 3Q: 3 clusters Score -5295078 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -5295899.000000 Penalty: 5233.482422
	Iteration 4Q: 3 clusters Score -5295899 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -5296849.000000 Penalty: 5233.482422
	Iteration 5F: 3 clusters Score -5296849 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -5297931.000000 Penalty: 5233.482422
	Iteration 6F: 3 clusters Score -5297931 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -5299392.000000 Penalty: 5233.482422
	Iteration 7F: 3 clusters Score -5299392 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -5300985.000000 Penalty: 5233.482422
	Iteration 8F: 3 clusters Score -5300985 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -5302376.500000 Penalty: 5233.482422
	Iteration 9F: 3 clusters Score -5302376 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -5303447.500000 Penalty: 5233.482422
	Iteration 10F: 3 clusters Score -5303448 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -5304351.500000 Penalty: 5233.482422
	Iteration 11Q: 3 clusters Score -5304352 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -5305070.000000 Penalty: 5233.482422
	Iteration 12Q: 3 clusters Score -5305070 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -5305681.000000 Penalty: 5233.482422
	Iteration 13Q: 3 clusters Score -5305681 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -5306271.500000 Penalty: 5233.482422
	Iteration 14Q: 3 clusters Score -5306272 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -5306798.000000 Penalty: 5233.482422
	Iteration 15Q: 3 clusters Score -5306798 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -5307277.000000 Penalty: 5233.482422
	Iteration 16Q: 3 clusters Score -5307277 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -5307594.500000 Penalty: 5233.482422
	Iteration 17Q: 3 clusters Score -5307594 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -5307851.500000 Penalty: 5233.482422
	Iteration 18Q: 3 clusters Score -5307852 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -5308029.500000 Penalty: 5233.482422
	Iteration 19Q: 3 clusters Score -5308030 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -5308146.000000 Penalty: 5233.482422
	Iteration 20F: 3 clusters Score -5308146 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -5308277.500000 Penalty: 5233.482422
	Iteration 21Q: 3 clusters Score -5308278 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -5308329.000000 Penalty: 5233.482422
	Iteration 22Q: 3 clusters Score -5308329 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -5308381.000000 Penalty: 5233.482422
	Iteration 23Q: 3 clusters Score -5308381 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -5308399.500000 Penalty: 5233.482422
	Iteration 24Q: 3 clusters Score -5308400 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -5308433.000000 Penalty: 5233.482422
	Iteration 25Q: 3 clusters Score -5308433 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -5308464.500000 Penalty: 5233.482422
	Iteration 26Q: 3 clusters Score -5308464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -5308478.500000 Penalty: 5233.482422
	Iteration 27Q: 3 clusters Score -5308478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -5308495.500000 Penalty: 5233.482422
	Iteration 28Q: 3 clusters Score -5308496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -5308505.500000 Penalty: 5233.482422
	Iteration 29Q: 3 clusters Score -5308506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -5308510.500000 Penalty: 5233.482422
	Iteration 30Q: 3 clusters Score -5308510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -5308509.500000 Penalty: 5233.482422
	Iteration 31Q: 3 clusters Score -5308510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -5308505.500000 Penalty: 5233.482422
	Iteration 32Q: 3 clusters Score -5308506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -5308512.500000 Penalty: 5233.482422
	Iteration 33Q: 3 clusters Score -5308512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -5308525.500000 Penalty: 5233.482422
	Iteration 34Q: 3 clusters Score -5308526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -5308517.000000 Penalty: 5233.482422
	Iteration 35Q: 3 clusters Score -5308517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -5308522.000000 Penalty: 5233.482422
	Iteration 36Q: 3 clusters Score -5308522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -5308524.500000 Penalty: 5233.482422
	Iteration 37Q: 3 clusters Score -5308524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -5308522.500000 Penalty: 5233.482422
	Iteration 38Q: 3 clusters Score -5308522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -5308524.000000 Penalty: 5233.482422
	Iteration 39Q: 3 clusters Score -5308524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -5308524.500000 Penalty: 5233.482422
	Iteration 40F: 3 clusters Score -5308524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -5308526.000000 Penalty: 5233.482422
	Iteration 41Q: 3 clusters Score -5308526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -5308523.500000 Penalty: 5233.482422
	Iteration 42Q: 3 clusters Score -5308524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -5308524.500000 Penalty: 5233.482422
	Iteration 43Q: 3 clusters Score -5308524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -5308524.500000 Penalty: 5233.482422
	Iteration 44Q: 3 clusters Score -5308524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -5308519.500000 Penalty: 5233.482422
	Iteration 45Q: 3 clusters Score -5308520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -5308523.500000 Penalty: 5233.482422
	Iteration 46Q: 3 clusters Score -5308524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -5308523.500000 Penalty: 5233.482422
	Iteration 47F: 3 clusters Score -5308524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Entering Unmasked Estep 
Score: -1711389.875000 Penalty: 2341.834229
	Iteration 0F: 2 clusters Score -1711390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1702063.500000 Penalty: 4683.668457
	Iteration 0F: 3 clusters Score -1702064 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1705303.125000 Penalty: 4683.668457
	Iteration 1F: 3 clusters Score -1705303 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1706279.375000 Penalty: 4683.668457
	Iteration 2F: 3 clusters Score -1706279 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1707631.375000 Penalty: 4683.668457
	Iteration 3F: 3 clusters Score -1707631 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1709366.750000 Penalty: 4683.668457
	Iteration 4F: 3 clusters Score -1709367 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1710654.125000 Penalty: 4683.668457
	Iteration 5F: 3 clusters Score -1710654 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1711450.875000 Penalty: 4683.668457
	Iteration 6F: 3 clusters Score -1711451 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1711909.500000 Penalty: 4683.668457
	Iteration 7F: 3 clusters Score -1711910 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1712196.125000 Penalty: 4683.668457
	Iteration 8Q: 3 clusters Score -1712196 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1712386.375000 Penalty: 4683.668457
	Iteration 9Q: 3 clusters Score -1712386 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1712523.375000 Penalty: 4683.668457
	Iteration 10Q: 3 clusters Score -1712523 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1712615.500000 Penalty: 4683.668457
	Iteration 11Q: 3 clusters Score -1712616 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1712693.250000 Penalty: 4683.668457
	Iteration 12Q: 3 clusters Score -1712693 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1712742.125000 Penalty: 4683.668457
	Iteration 13Q: 3 clusters Score -1712742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1712776.250000 Penalty: 4683.668457
	Iteration 14Q: 3 clusters Score -1712776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1712828.375000 Penalty: 4683.668457
	Iteration 15Q: 3 clusters Score -1712828 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1712894.250000 Penalty: 4683.668457
	Iteration 16Q: 3 clusters Score -1712894 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1712993.625000 Penalty: 4683.668457
	Iteration 17Q: 3 clusters Score -1712994 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1713072.875000 Penalty: 4683.668457
	Iteration 18Q: 3 clusters Score -1713073 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1713123.125000 Penalty: 4683.668457
	Iteration 19Q: 3 clusters Score -1713123 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1713178.125000 Penalty: 4683.668457
	Iteration 20F: 3 clusters Score -1713178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1713216.250000 Penalty: 4683.668457
	Iteration 21Q: 3 clusters Score -1713216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1713224.500000 Penalty: 4683.668457
	Iteration 22Q: 3 clusters Score -1713224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1713233.625000 Penalty: 4683.668457
	Iteration 23Q: 3 clusters Score -1713234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1713233.000000 Penalty: 4683.668457
	Iteration 24Q: 3 clusters Score -1713233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1713237.500000 Penalty: 4683.668457
	Iteration 25Q: 3 clusters Score -1713238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1713236.625000 Penalty: 4683.668457
	Iteration 26Q: 3 clusters Score -1713237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1713234.500000 Penalty: 4683.668457
	Iteration 27Q: 3 clusters Score -1713234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1713234.500000 Penalty: 4683.668457
	Iteration 28F: 3 clusters Score -1713234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 19868 members 
Mstep: Class 4 contains 92395 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 32270 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 161408 members 
Mstep: Class 10 contains 4780 members 
Mstep: Class 11 contains 24601 members 
Mstep: Class 12 contains 20197 members 
Mstep: Class 13 contains 169179 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 7317 members 
Mstep: Class 17 contains 63329 members 
Mstep: Class 18 contains 38230 members 
Mstep: Class 19 contains 10635 members 
Mstep: Class 20 contains 26506 members 
Mstep: Class 21 contains 20852 members 
Mstep: Class 22 contains 15499 members 
Mstep: Class 23 contains 1707 members 
Mstep: Class 24 contains 4579 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 6171 members 
Mstep: Class 27 contains 1983 members 
Entering Unmasked Estep 
Score: -100868480.000000 Penalty: 90702.726562
Splitting cluster 19 changes total score from -100851976.000000 to -100868480.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (26506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Entering Unmasked Estep 
Score: -3547476.250000 Penalty: 2525.911377
	Iteration 0F: 2 clusters Score -3547476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3529310.750000 Penalty: 5051.822754
	Iteration 0F: 3 clusters Score -3529311 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -3535846.750000 Penalty: 5051.822754
	Iteration 1F: 3 clusters Score -3535847 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -3536419.500000 Penalty: 5051.822754
	Iteration 2F: 3 clusters Score -3536420 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -3537034.750000 Penalty: 5051.822754
	Iteration 3Q: 3 clusters Score -3537035 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -3537796.250000 Penalty: 5051.822754
	Iteration 4F: 3 clusters Score -3537796 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -3538823.500000 Penalty: 5051.822754
	Iteration 5F: 3 clusters Score -3538824 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -3540147.500000 Penalty: 5051.822754
	Iteration 6F: 3 clusters Score -3540148 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3542017.000000 Penalty: 5051.822754
	Iteration 7F: 3 clusters Score -3542017 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -3544358.000000 Penalty: 5051.822754
	Iteration 8F: 3 clusters Score -3544358 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -3546261.000000 Penalty: 5051.822754
	Iteration 9F: 3 clusters Score -3546261 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -3547071.000000 Penalty: 5051.822754
	Iteration 10Q: 3 clusters Score -3547071 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -3547348.000000 Penalty: 5051.822754
	Iteration 11Q: 3 clusters Score -3547348 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3547470.250000 Penalty: 5051.822754
	Iteration 12Q: 3 clusters Score -3547470 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -3547543.250000 Penalty: 5051.822754
	Iteration 13Q: 3 clusters Score -3547543 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3547592.750000 Penalty: 5051.822754
	Iteration 14Q: 3 clusters Score -3547593 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -3547648.750000 Penalty: 5051.822754
	Iteration 15Q: 3 clusters Score -3547649 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -3547707.750000 Penalty: 5051.822754
	Iteration 16Q: 3 clusters Score -3547708 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3547726.000000 Penalty: 5051.822754
	Iteration 17Q: 3 clusters Score -3547726 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3547759.750000 Penalty: 5051.822754
	Iteration 18Q: 3 clusters Score -3547760 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -3547786.750000 Penalty: 5051.822754
	Iteration 19Q: 3 clusters Score -3547787 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3547835.000000 Penalty: 5051.822754
	Iteration 20F: 3 clusters Score -3547835 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -3547866.000000 Penalty: 5051.822754
	Iteration 21Q: 3 clusters Score -3547866 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -3547887.250000 Penalty: 5051.822754
	Iteration 22Q: 3 clusters Score -3547887 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3547902.750000 Penalty: 5051.822754
	Iteration 23Q: 3 clusters Score -3547903 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -3547926.000000 Penalty: 5051.822754
	Iteration 24Q: 3 clusters Score -3547926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -3547934.500000 Penalty: 5051.822754
	Iteration 25Q: 3 clusters Score -3547934 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -3547948.000000 Penalty: 5051.822754
	Iteration 26Q: 3 clusters Score -3547948 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -3547959.250000 Penalty: 5051.822754
	Iteration 27Q: 3 clusters Score -3547959 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3547972.250000 Penalty: 5051.822754
	Iteration 28Q: 3 clusters Score -3547972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -3547989.750000 Penalty: 5051.822754
	Iteration 29Q: 3 clusters Score -3547990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -3547997.000000 Penalty: 5051.822754
	Iteration 30Q: 3 clusters Score -3547997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -3548001.750000 Penalty: 5051.822754
	Iteration 31Q: 3 clusters Score -3548002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3548005.750000 Penalty: 5051.822754
	Iteration 32Q: 3 clusters Score -3548006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -3548002.250000 Penalty: 5051.822754
	Iteration 33Q: 3 clusters Score -3548002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -3548012.000000 Penalty: 5051.822754
	Iteration 34Q: 3 clusters Score -3548012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -3548011.250000 Penalty: 5051.822754
	Iteration 35Q: 3 clusters Score -3548011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -3548011.250000 Penalty: 5051.822754
	Iteration 36Q: 3 clusters Score -3548011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -3548012.000000 Penalty: 5051.822754
	Iteration 37Q: 3 clusters Score -3548012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3548013.250000 Penalty: 5051.822754
	Iteration 38Q: 3 clusters Score -3548013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3548013.250000 Penalty: 5051.822754
	Iteration 39F: 3 clusters Score -3548013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 19868 members 
Mstep: Class 4 contains 92395 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 32270 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 161408 members 
Mstep: Class 10 contains 4780 members 
Mstep: Class 11 contains 24601 members 
Mstep: Class 12 contains 20197 members 
Mstep: Class 13 contains 169179 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 7317 members 
Mstep: Class 17 contains 63329 members 
Mstep: Class 18 contains 38230 members 
Mstep: Class 19 contains 10635 members 
Mstep: Class 20 contains 21749 members 
Mstep: Class 21 contains 20852 members 
Mstep: Class 22 contains 15499 members 
Mstep: Class 23 contains 1707 members 
Mstep: Class 24 contains 4579 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 6171 members 
Mstep: Class 27 contains 1983 members 
Mstep: Class 28 contains 4757 members 
Entering Unmasked Estep 
Score: -100867800.000000 Penalty: 94062.085938
Splitting cluster 20 changes total score from -100851976.000000 to -100867800.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 21 (20852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Entering Unmasked Estep 
Score: -2524697.500000 Penalty: 2466.410889
	Iteration 0F: 2 clusters Score -2524698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2510147.250000 Penalty: 4932.821777
	Iteration 0F: 3 clusters Score -2510147 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2516463.500000 Penalty: 4932.821777
	Iteration 1F: 3 clusters Score -2516464 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2518974.500000 Penalty: 4932.821777
	Iteration 2F: 3 clusters Score -2518974 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2521687.750000 Penalty: 4932.821777
	Iteration 3F: 3 clusters Score -2521688 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2523518.250000 Penalty: 4932.821777
	Iteration 4F: 3 clusters Score -2523518 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2524558.250000 Penalty: 4932.821777
	Iteration 5F: 3 clusters Score -2524558 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2525042.000000 Penalty: 4932.821777
	Iteration 6Q: 3 clusters Score -2525042 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2525318.500000 Penalty: 4932.821777
	Iteration 7Q: 3 clusters Score -2525318 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2525493.250000 Penalty: 4932.821777
	Iteration 8Q: 3 clusters Score -2525493 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2525612.500000 Penalty: 4932.821777
	Iteration 9Q: 3 clusters Score -2525612 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2525680.500000 Penalty: 4932.821777
	Iteration 10Q: 3 clusters Score -2525680 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2525748.500000 Penalty: 4932.821777
	Iteration 11Q: 3 clusters Score -2525748 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2525835.250000 Penalty: 4932.821777
	Iteration 12Q: 3 clusters Score -2525835 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2525895.750000 Penalty: 4932.821777
	Iteration 13Q: 3 clusters Score -2525896 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2525942.250000 Penalty: 4932.821777
	Iteration 14Q: 3 clusters Score -2525942 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2525984.000000 Penalty: 4932.821777
	Iteration 15Q: 3 clusters Score -2525984 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2526000.500000 Penalty: 4932.821777
	Iteration 16Q: 3 clusters Score -2526000 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2526017.750000 Penalty: 4932.821777
	Iteration 17Q: 3 clusters Score -2526018 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2526030.750000 Penalty: 4932.821777
	Iteration 18Q: 3 clusters Score -2526031 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2526042.500000 Penalty: 4932.821777
	Iteration 19Q: 3 clusters Score -2526042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2526060.000000 Penalty: 4932.821777
	Iteration 20F: 3 clusters Score -2526060 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2526054.750000 Penalty: 4932.821777
	Iteration 21Q: 3 clusters Score -2526055 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2526069.000000 Penalty: 4932.821777
	Iteration 22Q: 3 clusters Score -2526069 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2526095.000000 Penalty: 4932.821777
	Iteration 23Q: 3 clusters Score -2526095 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2526118.000000 Penalty: 4932.821777
	Iteration 24Q: 3 clusters Score -2526118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2526117.500000 Penalty: 4932.821777
	Iteration 25Q: 3 clusters Score -2526118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2526129.500000 Penalty: 4932.821777
	Iteration 26Q: 3 clusters Score -2526130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2526130.750000 Penalty: 4932.821777
	Iteration 27Q: 3 clusters Score -2526131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2526139.000000 Penalty: 4932.821777
	Iteration 28Q: 3 clusters Score -2526139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2526139.750000 Penalty: 4932.821777
	Iteration 29Q: 3 clusters Score -2526140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2526142.750000 Penalty: 4932.821777
	Iteration 30Q: 3 clusters Score -2526143 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2526142.000000 Penalty: 4932.821777
	Iteration 31Q: 3 clusters Score -2526142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2526157.000000 Penalty: 4932.821777
	Iteration 32Q: 3 clusters Score -2526157 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2526176.250000 Penalty: 4932.821777
	Iteration 33Q: 3 clusters Score -2526176 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2526185.000000 Penalty: 4932.821777
	Iteration 34Q: 3 clusters Score -2526185 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2526204.500000 Penalty: 4932.821777
	Iteration 35Q: 3 clusters Score -2526204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2526223.750000 Penalty: 4932.821777
	Iteration 36Q: 3 clusters Score -2526224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2526234.000000 Penalty: 4932.821777
	Iteration 37Q: 3 clusters Score -2526234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2526245.000000 Penalty: 4932.821777
	Iteration 38Q: 3 clusters Score -2526245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2526244.750000 Penalty: 4932.821777
	Iteration 39Q: 3 clusters Score -2526245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2526257.750000 Penalty: 4932.821777
	Iteration 40F: 3 clusters Score -2526258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2526259.000000 Penalty: 4932.821777
	Iteration 41Q: 3 clusters Score -2526259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2526261.500000 Penalty: 4932.821777
	Iteration 42Q: 3 clusters Score -2526262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2526267.250000 Penalty: 4932.821777
	Iteration 43Q: 3 clusters Score -2526267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2526264.250000 Penalty: 4932.821777
	Iteration 44Q: 3 clusters Score -2526264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2526275.250000 Penalty: 4932.821777
	Iteration 45Q: 3 clusters Score -2526275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2526269.500000 Penalty: 4932.821777
	Iteration 46Q: 3 clusters Score -2526270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2526270.750000 Penalty: 4932.821777
	Iteration 47Q: 3 clusters Score -2526271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2526270.000000 Penalty: 4932.821777
	Iteration 48Q: 3 clusters Score -2526270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2526270.000000 Penalty: 4932.821777
	Iteration 49F: 3 clusters Score -2526270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 19868 members 
Mstep: Class 4 contains 92395 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 32270 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 161408 members 
Mstep: Class 10 contains 4780 members 
Mstep: Class 11 contains 24601 members 
Mstep: Class 12 contains 20197 members 
Mstep: Class 13 contains 169179 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 7317 members 
Mstep: Class 17 contains 63329 members 
Mstep: Class 18 contains 38230 members 
Mstep: Class 19 contains 10635 members 
Mstep: Class 20 contains 21749 members 
Mstep: Class 21 contains 4344 members 
Mstep: Class 22 contains 15499 members 
Mstep: Class 23 contains 1707 members 
Mstep: Class 24 contains 4579 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 6171 members 
Mstep: Class 27 contains 1983 members 
Mstep: Class 28 contains 4757 members 
Mstep: Class 29 contains 16508 members 
Entering Unmasked Estep 
Score: -100868096.000000 Penalty: 97421.445312
Splitting cluster 21 changes total score from -100851976.000000 to -100868096.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 19868 members 
Mstep: Class 4 contains 92395 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 7 contains 32270 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 161408 members 
Mstep: Class 10 contains 4780 members 
Mstep: Class 11 contains 24601 members 
Mstep: Class 12 contains 20197 members 
Mstep: Class 13 contains 169179 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 7317 members 
Mstep: Class 17 contains 63329 members 
Mstep: Class 18 contains 38230 members 
Mstep: Class 19 contains 10635 members 
Mstep: Class 20 contains 21749 members 
Mstep: Class 21 contains 4344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100873424.000000 Penalty: 97421.445312
Iteration 39Q: 30 clusters Score -1.008734e+08 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6512 members 
Mstep: Class 3 contains 20033 members 
Mstep: Class 4 contains 92118 members 
Mstep: Class 5 contains 5239 members 
Mstep: Class 6 contains 1662 members 
Mstep: Class 7 contains 32658 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 161360 members 
Mstep: Class 10 contains 4967 members 
Mstep: Class 11 contains 25125 members 
Mstep: Class 12 contains 20358 members 
Mstep: Class 13 contains 168610 members 
Mstep: Class 14 contains 21903 members 
Mstep: Class 15 contains 1028 members 
Mstep: Class 16 contains 7811 members 
Mstep: Class 17 contains 63698 members 
Mstep: Class 18 contains 38286 members 
Mstep: Class 19 contains 10849 members 
Mstep: Class 20 contains 21766 members 
Mstep: Class 21 contains 4089 members 
Mstep: Class 22 contains 15038 members 
Mstep: Class 23 contains 1678 members 
Mstep: Class 24 contains 4132 members 
Mstep: Class 25 contains 661 members 
Mstep: Class 26 contains 6159 members 
Mstep: Class 27 contains 1917 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 15786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100878704.000000 Penalty: 97421.445312
Iteration 40F: 30 clusters Score -1.008787e+08 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6630 members 
Mstep: Class 3 contains 20031 members 
Mstep: Class 4 contains 91701 members 
Mstep: Class 5 contains 5239 members 
Mstep: Class 6 contains 1656 members 
Mstep: Class 7 contains 31842 members 
Mstep: Class 8 contains 4343 members 
Mstep: Class 9 contains 161124 members 
Mstep: Class 10 contains 5069 members 
Mstep: Class 11 contains 25439 members 
Mstep: Class 12 contains 20410 members 
Mstep: Class 13 contains 168108 members 
Mstep: Class 14 contains 21849 members 
Mstep: Class 15 contains 1006 members 
Mstep: Class 16 contains 8094 members 
Mstep: Class 17 contains 63740 members 
Mstep: Class 18 contains 38262 members 
Mstep: Class 19 contains 10966 members 
Mstep: Class 20 contains 21382 members 
Mstep: Class 21 contains 3934 members 
Mstep: Class 22 contains 15419 members 
Mstep: Class 23 contains 1802 members 
Mstep: Class 24 contains 4488 members 
Mstep: Class 25 contains 671 members 
Mstep: Class 26 contains 6180 members 
Mstep: Class 27 contains 1976 members 
Mstep: Class 28 contains 4797 members 
Mstep: Class 29 contains 16544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100881456.000000 Penalty: 97421.445312
Iteration 41Q: 30 clusters Score -1.008815e+08 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6684 members 
Mstep: Class 3 contains 20039 members 
Mstep: Class 4 contains 91447 members 
Mstep: Class 5 contains 5189 members 
Mstep: Class 6 contains 1650 members 
Mstep: Class 7 contains 31385 members 
Mstep: Class 8 contains 4106 members 
Mstep: Class 9 contains 160947 members 
Mstep: Class 10 contains 5166 members 
Mstep: Class 11 contains 25698 members 
Mstep: Class 12 contains 20447 members 
Mstep: Class 13 contains 167720 members 
Mstep: Class 14 contains 21781 members 
Mstep: Class 15 contains 999 members 
Mstep: Class 16 contains 8279 members 
Mstep: Class 17 contains 63816 members 
Mstep: Class 18 contains 38217 members 
Mstep: Class 19 contains 11039 members 
Mstep: Class 20 contains 21118 members 
Mstep: Class 21 contains 3853 members 
Mstep: Class 22 contains 15563 members 
Mstep: Class 23 contains 1999 members 
Mstep: Class 24 contains 4749 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 2004 members 
Mstep: Class 28 contains 4887 members 
Mstep: Class 29 contains 17024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100883568.000000 Penalty: 97421.445312
Iteration 42Q: 30 clusters Score -1.008836e+08 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 20064 members 
Mstep: Class 4 contains 91278 members 
Mstep: Class 5 contains 5152 members 
Mstep: Class 6 contains 1647 members 
Mstep: Class 7 contains 31109 members 
Mstep: Class 8 contains 3925 members 
Mstep: Class 9 contains 160835 members 
Mstep: Class 10 contains 5236 members 
Mstep: Class 11 contains 25873 members 
Mstep: Class 12 contains 20432 members 
Mstep: Class 13 contains 167422 members 
Mstep: Class 14 contains 21732 members 
Mstep: Class 15 contains 993 members 
Mstep: Class 16 contains 8381 members 
Mstep: Class 17 contains 63888 members 
Mstep: Class 18 contains 38120 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 21 contains 3818 members 
Mstep: Class 22 contains 15670 members 
Mstep: Class 23 contains 2234 members 
Mstep: Class 24 contains 4926 members 
Mstep: Class 25 contains 683 members 
Mstep: Class 26 contains 6260 members 
Mstep: Class 27 contains 2021 members 
Mstep: Class 28 contains 4938 members 
Mstep: Class 29 contains 17350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100884384.000000 Penalty: 97421.445312
Iteration 43Q: 30 clusters Score -1.008844e+08 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6707 members 
Mstep: Class 3 contains 20120 members 
Mstep: Class 4 contains 91168 members 
Mstep: Class 5 contains 5097 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 30905 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 160770 members 
Mstep: Class 10 contains 5280 members 
Mstep: Class 11 contains 26001 members 
Mstep: Class 12 contains 20417 members 
Mstep: Class 13 contains 167216 members 
Mstep: Class 14 contains 21699 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 8441 members 
Mstep: Class 17 contains 63936 members 
Mstep: Class 18 contains 38022 members 
Mstep: Class 19 contains 11133 members 
Mstep: Class 20 contains 20782 members 
Mstep: Class 21 contains 3808 members 
Mstep: Class 22 contains 15724 members 
Mstep: Class 23 contains 2378 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 686 members 
Mstep: Class 26 contains 6305 members 
Mstep: Class 27 contains 2028 members 
Mstep: Class 28 contains 4975 members 
Mstep: Class 29 contains 17569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100884992.000000 Penalty: 97421.445312
Iteration 44Q: 30 clusters Score -1.00885e+08 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6706 members 
Mstep: Class 3 contains 20183 members 
Mstep: Class 4 contains 91086 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 1641 members 
Mstep: Class 7 contains 30776 members 
Mstep: Class 8 contains 3730 members 
Mstep: Class 9 contains 160730 members 
Mstep: Class 10 contains 5336 members 
Mstep: Class 11 contains 26103 members 
Mstep: Class 12 contains 20398 members 
Mstep: Class 13 contains 167044 members 
Mstep: Class 14 contains 21683 members 
Mstep: Class 15 contains 976 members 
Mstep: Class 16 contains 8481 members 
Mstep: Class 17 contains 63966 members 
Mstep: Class 18 contains 37951 members 
Mstep: Class 19 contains 11164 members 
Mstep: Class 20 contains 20665 members 
Mstep: Class 21 contains 3802 members 
Mstep: Class 22 contains 15753 members 
Mstep: Class 23 contains 2467 members 
Mstep: Class 24 contains 5227 members 
Mstep: Class 25 contains 690 members 
Mstep: Class 26 contains 6343 members 
Mstep: Class 27 contains 2039 members 
Mstep: Class 28 contains 5006 members 
Mstep: Class 29 contains 17719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100885216.000000 Penalty: 97421.445312
Iteration 45Q: 30 clusters Score -1.008852e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6728 members 
Mstep: Class 3 contains 20248 members 
Mstep: Class 4 contains 91024 members 
Mstep: Class 5 contains 4986 members 
Mstep: Class 6 contains 1640 members 
Mstep: Class 7 contains 30683 members 
Mstep: Class 8 contains 3677 members 
Mstep: Class 9 contains 160706 members 
Mstep: Class 10 contains 5369 members 
Mstep: Class 11 contains 26170 members 
Mstep: Class 12 contains 20365 members 
Mstep: Class 13 contains 166926 members 
Mstep: Class 14 contains 21670 members 
Mstep: Class 15 contains 968 members 
Mstep: Class 16 contains 8483 members 
Mstep: Class 17 contains 64005 members 
Mstep: Class 18 contains 37896 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 20571 members 
Mstep: Class 21 contains 3790 members 
Mstep: Class 22 contains 15744 members 
Mstep: Class 23 contains 2516 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 691 members 
Mstep: Class 26 contains 6389 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 5029 members 
Mstep: Class 29 contains 17845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100885704.000000 Penalty: 97421.445312
Iteration 46Q: 30 clusters Score -1.008857e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6733 members 
Mstep: Class 3 contains 20298 members 
Mstep: Class 4 contains 90974 members 
Mstep: Class 5 contains 4938 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 30616 members 
Mstep: Class 8 contains 3639 members 
Mstep: Class 9 contains 160669 members 
Mstep: Class 10 contains 5395 members 
Mstep: Class 11 contains 26234 members 
Mstep: Class 12 contains 20340 members 
Mstep: Class 13 contains 166837 members 
Mstep: Class 14 contains 21663 members 
Mstep: Class 15 contains 954 members 
Mstep: Class 16 contains 8483 members 
Mstep: Class 17 contains 64049 members 
Mstep: Class 18 contains 37860 members 
Mstep: Class 19 contains 11223 members 
Mstep: Class 20 contains 20488 members 
Mstep: Class 21 contains 3778 members 
Mstep: Class 22 contains 15729 members 
Mstep: Class 23 contains 2542 members 
Mstep: Class 24 contains 5438 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6432 members 
Mstep: Class 27 contains 2053 members 
Mstep: Class 28 contains 5056 members 
Mstep: Class 29 contains 17949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886072.000000 Penalty: 97421.445312
Iteration 47Q: 30 clusters Score -1.008861e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6739 members 
Mstep: Class 3 contains 20342 members 
Mstep: Class 4 contains 90930 members 
Mstep: Class 5 contains 4890 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 30581 members 
Mstep: Class 8 contains 3616 members 
Mstep: Class 9 contains 160640 members 
Mstep: Class 10 contains 5420 members 
Mstep: Class 11 contains 26288 members 
Mstep: Class 12 contains 20321 members 
Mstep: Class 13 contains 166761 members 
Mstep: Class 14 contains 21659 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 8486 members 
Mstep: Class 17 contains 64102 members 
Mstep: Class 18 contains 37832 members 
Mstep: Class 19 contains 11232 members 
Mstep: Class 20 contains 20419 members 
Mstep: Class 21 contains 3762 members 
Mstep: Class 22 contains 15717 members 
Mstep: Class 23 contains 2559 members 
Mstep: Class 24 contains 5512 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6471 members 
Mstep: Class 27 contains 2058 members 
Mstep: Class 28 contains 5071 members 
Mstep: Class 29 contains 18017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886352.000000 Penalty: 97421.445312
Iteration 48Q: 30 clusters Score -1.008864e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 20382 members 
Mstep: Class 4 contains 90898 members 
Mstep: Class 5 contains 4852 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 30542 members 
Mstep: Class 8 contains 3621 members 
Mstep: Class 9 contains 160611 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 26341 members 
Mstep: Class 12 contains 20310 members 
Mstep: Class 13 contains 166702 members 
Mstep: Class 14 contains 21662 members 
Mstep: Class 15 contains 932 members 
Mstep: Class 16 contains 8473 members 
Mstep: Class 17 contains 64131 members 
Mstep: Class 18 contains 37811 members 
Mstep: Class 19 contains 11236 members 
Mstep: Class 20 contains 20366 members 
Mstep: Class 21 contains 3756 members 
Mstep: Class 22 contains 15694 members 
Mstep: Class 23 contains 2572 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6512 members 
Mstep: Class 27 contains 2065 members 
Mstep: Class 28 contains 5076 members 
Mstep: Class 29 contains 18071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886664.000000 Penalty: 97421.445312
Iteration 49Q: 30 clusters Score -1.008867e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6752 members 
Mstep: Class 3 contains 20415 members 
Mstep: Class 4 contains 90866 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 30516 members 
Mstep: Class 8 contains 3621 members 
Mstep: Class 9 contains 160584 members 
Mstep: Class 10 contains 5457 members 
Mstep: Class 11 contains 26399 members 
Mstep: Class 12 contains 20312 members 
Mstep: Class 13 contains 166640 members 
Mstep: Class 14 contains 21670 members 
Mstep: Class 15 contains 926 members 
Mstep: Class 16 contains 8459 members 
Mstep: Class 17 contains 64127 members 
Mstep: Class 18 contains 37790 members 
Mstep: Class 19 contains 11250 members 
Mstep: Class 20 contains 20325 members 
Mstep: Class 21 contains 3755 members 
Mstep: Class 22 contains 15676 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 5623 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6542 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 5077 members 
Mstep: Class 29 contains 18106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886696.000000 Penalty: 97421.445312
Iteration 50Q: 30 clusters Score -1.008867e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6756 members 
Mstep: Class 3 contains 20424 members 
Mstep: Class 4 contains 90847 members 
Mstep: Class 5 contains 4824 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 30500 members 
Mstep: Class 8 contains 3620 members 
Mstep: Class 9 contains 160558 members 
Mstep: Class 10 contains 5467 members 
Mstep: Class 11 contains 26444 members 
Mstep: Class 12 contains 20308 members 
Mstep: Class 13 contains 166576 members 
Mstep: Class 14 contains 21676 members 
Mstep: Class 15 contains 917 members 
Mstep: Class 16 contains 8426 members 
Mstep: Class 17 contains 64139 members 
Mstep: Class 18 contains 37778 members 
Mstep: Class 19 contains 11263 members 
Mstep: Class 20 contains 20278 members 
Mstep: Class 21 contains 3749 members 
Mstep: Class 22 contains 15673 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 5669 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 5091 members 
Mstep: Class 29 contains 18147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886936.000000 Penalty: 97421.445312
Iteration 51Q: 30 clusters Score -1.008869e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6753 members 
Mstep: Class 3 contains 20439 members 
Mstep: Class 4 contains 90820 members 
Mstep: Class 5 contains 4810 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 30471 members 
Mstep: Class 8 contains 3636 members 
Mstep: Class 9 contains 160543 members 
Mstep: Class 10 contains 5477 members 
Mstep: Class 11 contains 26479 members 
Mstep: Class 12 contains 20292 members 
Mstep: Class 13 contains 166532 members 
Mstep: Class 14 contains 21675 members 
Mstep: Class 15 contains 911 members 
Mstep: Class 16 contains 8405 members 
Mstep: Class 17 contains 64143 members 
Mstep: Class 18 contains 37759 members 
Mstep: Class 19 contains 11286 members 
Mstep: Class 20 contains 20249 members 
Mstep: Class 21 contains 3743 members 
Mstep: Class 22 contains 15669 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 5715 members 
Mstep: Class 25 contains 691 members 
Mstep: Class 26 contains 6612 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 5096 members 
Mstep: Class 29 contains 18183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886728.000000 Penalty: 97421.445312
Iteration 52Q: 30 clusters Score -1.008867e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6751 members 
Mstep: Class 3 contains 20459 members 
Mstep: Class 4 contains 90804 members 
Mstep: Class 5 contains 4791 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 30447 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 160526 members 
Mstep: Class 10 contains 5489 members 
Mstep: Class 11 contains 26500 members 
Mstep: Class 12 contains 20286 members 
Mstep: Class 13 contains 166501 members 
Mstep: Class 14 contains 21674 members 
Mstep: Class 15 contains 904 members 
Mstep: Class 16 contains 8382 members 
Mstep: Class 17 contains 64154 members 
Mstep: Class 18 contains 37744 members 
Mstep: Class 19 contains 11309 members 
Mstep: Class 20 contains 20225 members 
Mstep: Class 21 contains 3738 members 
Mstep: Class 22 contains 15663 members 
Mstep: Class 23 contains 2603 members 
Mstep: Class 24 contains 5753 members 
Mstep: Class 25 contains 691 members 
Mstep: Class 26 contains 6647 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 5100 members 
Mstep: Class 29 contains 18184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886808.000000 Penalty: 97421.445312
Iteration 53Q: 30 clusters Score -1.008868e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 3 contains 20475 members 
Mstep: Class 4 contains 90791 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 30426 members 
Mstep: Class 8 contains 3691 members 
Mstep: Class 9 contains 160501 members 
Mstep: Class 10 contains 5504 members 
Mstep: Class 11 contains 26508 members 
Mstep: Class 12 contains 20280 members 
Mstep: Class 13 contains 166497 members 
Mstep: Class 14 contains 21667 members 
Mstep: Class 15 contains 893 members 
Mstep: Class 16 contains 8360 members 
Mstep: Class 17 contains 64167 members 
Mstep: Class 18 contains 37723 members 
Mstep: Class 19 contains 11322 members 
Mstep: Class 20 contains 20197 members 
Mstep: Class 21 contains 3738 members 
Mstep: Class 22 contains 15659 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 5779 members 
Mstep: Class 25 contains 691 members 
Mstep: Class 26 contains 6682 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 5104 members 
Mstep: Class 29 contains 18182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886912.000000 Penalty: 97421.445312
Iteration 54Q: 30 clusters Score -1.008869e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6760 members 
Mstep: Class 3 contains 20500 members 
Mstep: Class 4 contains 90776 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 30406 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 9 contains 160484 members 
Mstep: Class 10 contains 5520 members 
Mstep: Class 11 contains 26521 members 
Mstep: Class 12 contains 20261 members 
Mstep: Class 13 contains 166484 members 
Mstep: Class 14 contains 21660 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 8342 members 
Mstep: Class 17 contains 64188 members 
Mstep: Class 18 contains 37703 members 
Mstep: Class 19 contains 11328 members 
Mstep: Class 20 contains 20177 members 
Mstep: Class 21 contains 3745 members 
Mstep: Class 22 contains 15657 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 5803 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6715 members 
Mstep: Class 27 contains 2080 members 
Mstep: Class 28 contains 5105 members 
Mstep: Class 29 contains 18165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100887096.000000 Penalty: 97421.445312
Iteration 55Q: 30 clusters Score -1.008871e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6764 members 
Mstep: Class 3 contains 20512 members 
Mstep: Class 4 contains 90763 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 30390 members 
Mstep: Class 8 contains 3732 members 
Mstep: Class 9 contains 160466 members 
Mstep: Class 10 contains 5529 members 
Mstep: Class 11 contains 26528 members 
Mstep: Class 12 contains 20257 members 
Mstep: Class 13 contains 166485 members 
Mstep: Class 14 contains 21655 members 
Mstep: Class 15 contains 882 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 64205 members 
Mstep: Class 18 contains 37693 members 
Mstep: Class 19 contains 11338 members 
Mstep: Class 20 contains 20158 members 
Mstep: Class 21 contains 3747 members 
Mstep: Class 22 contains 15654 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 5821 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6738 members 
Mstep: Class 27 contains 2082 members 
Mstep: Class 28 contains 5106 members 
Mstep: Class 29 contains 18145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100887376.000000 Penalty: 97421.445312
Iteration 56Q: 30 clusters Score -1.008874e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6766 members 
Mstep: Class 3 contains 20528 members 
Mstep: Class 4 contains 90745 members 
Mstep: Class 5 contains 4763 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 30380 members 
Mstep: Class 8 contains 3756 members 
Mstep: Class 9 contains 160450 members 
Mstep: Class 10 contains 5534 members 
Mstep: Class 11 contains 26534 members 
Mstep: Class 12 contains 20257 members 
Mstep: Class 13 contains 166489 members 
Mstep: Class 14 contains 21650 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 8318 members 
Mstep: Class 17 contains 64220 members 
Mstep: Class 18 contains 37683 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 20134 members 
Mstep: Class 21 contains 3754 members 
Mstep: Class 22 contains 15656 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 5849 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6762 members 
Mstep: Class 27 contains 2081 members 
Mstep: Class 28 contains 5104 members 
Mstep: Class 29 contains 18123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100887632.000000 Penalty: 97421.445312
Iteration 57Q: 30 clusters Score -1.008876e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6772 members 
Mstep: Class 3 contains 20540 members 
Mstep: Class 4 contains 90722 members 
Mstep: Class 5 contains 4748 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 30389 members 
Mstep: Class 8 contains 3786 members 
Mstep: Class 9 contains 160436 members 
Mstep: Class 10 contains 5539 members 
Mstep: Class 11 contains 26540 members 
Mstep: Class 12 contains 20241 members 
Mstep: Class 13 contains 166481 members 
Mstep: Class 14 contains 21647 members 
Mstep: Class 15 contains 864 members 
Mstep: Class 16 contains 8319 members 
Mstep: Class 17 contains 64231 members 
Mstep: Class 18 contains 37676 members 
Mstep: Class 19 contains 11358 members 
Mstep: Class 20 contains 20110 members 
Mstep: Class 21 contains 3749 members 
Mstep: Class 22 contains 15660 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 5866 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6777 members 
Mstep: Class 27 contains 2081 members 
Mstep: Class 28 contains 5107 members 
Mstep: Class 29 contains 18115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100887696.000000 Penalty: 97421.445312
Iteration 58Q: 30 clusters Score -1.008877e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6778 members 
Mstep: Class 3 contains 20561 members 
Mstep: Class 4 contains 90710 members 
Mstep: Class 5 contains 4734 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 30388 members 
Mstep: Class 8 contains 3801 members 
Mstep: Class 9 contains 160420 members 
Mstep: Class 10 contains 5543 members 
Mstep: Class 11 contains 26544 members 
Mstep: Class 12 contains 20237 members 
Mstep: Class 13 contains 166478 members 
Mstep: Class 14 contains 21645 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 8307 members 
Mstep: Class 17 contains 64237 members 
Mstep: Class 18 contains 37672 members 
Mstep: Class 19 contains 11366 members 
Mstep: Class 20 contains 20096 members 
Mstep: Class 21 contains 3751 members 
Mstep: Class 22 contains 15663 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 5883 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6798 members 
Mstep: Class 27 contains 2081 members 
Mstep: Class 28 contains 5109 members 
Mstep: Class 29 contains 18094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100887664.000000 Penalty: 97421.445312
Iteration 59Q: 30 clusters Score -1.008877e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6787 members 
Mstep: Class 3 contains 20572 members 
Mstep: Class 4 contains 90702 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 30374 members 
Mstep: Class 8 contains 3830 members 
Mstep: Class 9 contains 160407 members 
Mstep: Class 10 contains 5548 members 
Mstep: Class 11 contains 26547 members 
Mstep: Class 12 contains 20244 members 
Mstep: Class 13 contains 166479 members 
Mstep: Class 14 contains 21640 members 
Mstep: Class 15 contains 854 members 
Mstep: Class 16 contains 8298 members 
Mstep: Class 17 contains 64241 members 
Mstep: Class 18 contains 37669 members 
Mstep: Class 19 contains 11373 members 
Mstep: Class 20 contains 20085 members 
Mstep: Class 21 contains 3754 members 
Mstep: Class 22 contains 15665 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 5884 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6814 members 
Mstep: Class 27 contains 2082 members 
Mstep: Class 28 contains 5110 members 
Mstep: Class 29 contains 18066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100887832.000000 Penalty: 97421.445312
Iteration 60F: 30 clusters Score -1.008878e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 20575 members 
Mstep: Class 4 contains 90691 members 
Mstep: Class 5 contains 4708 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 30354 members 
Mstep: Class 8 contains 3884 members 
Mstep: Class 9 contains 160397 members 
Mstep: Class 10 contains 5553 members 
Mstep: Class 11 contains 26552 members 
Mstep: Class 12 contains 20249 members 
Mstep: Class 13 contains 166477 members 
Mstep: Class 14 contains 21638 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 8292 members 
Mstep: Class 17 contains 64248 members 
Mstep: Class 18 contains 37604 members 
Mstep: Class 19 contains 11378 members 
Mstep: Class 20 contains 20074 members 
Mstep: Class 21 contains 3757 members 
Mstep: Class 22 contains 15669 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 5897 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6827 members 
Mstep: Class 27 contains 2082 members 
Mstep: Class 28 contains 5110 members 
Mstep: Class 29 contains 18035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100887928.000000 Penalty: 97421.445312
Iteration 61Q: 30 clusters Score -1.008879e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 20595 members 
Mstep: Class 4 contains 90691 members 
Mstep: Class 5 contains 4695 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 30335 members 
Mstep: Class 8 contains 3943 members 
Mstep: Class 9 contains 160387 members 
Mstep: Class 10 contains 5559 members 
Mstep: Class 11 contains 26554 members 
Mstep: Class 12 contains 20262 members 
Mstep: Class 13 contains 166486 members 
Mstep: Class 14 contains 21630 members 
Mstep: Class 15 contains 816 members 
Mstep: Class 16 contains 8277 members 
Mstep: Class 17 contains 64251 members 
Mstep: Class 18 contains 37563 members 
Mstep: Class 19 contains 11385 members 
Mstep: Class 20 contains 20056 members 
Mstep: Class 21 contains 3755 members 
Mstep: Class 22 contains 15662 members 
Mstep: Class 23 contains 2732 members 
Mstep: Class 24 contains 5908 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6844 members 
Mstep: Class 27 contains 2082 members 
Mstep: Class 28 contains 5111 members 
Mstep: Class 29 contains 18000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888136.000000 Penalty: 97421.445312
Iteration 62Q: 30 clusters Score -1.008881e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6799 members 
Mstep: Class 3 contains 20620 members 
Mstep: Class 4 contains 90684 members 
Mstep: Class 5 contains 4675 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 30337 members 
Mstep: Class 8 contains 3980 members 
Mstep: Class 9 contains 160367 members 
Mstep: Class 10 contains 5570 members 
Mstep: Class 11 contains 26550 members 
Mstep: Class 12 contains 20263 members 
Mstep: Class 13 contains 166501 members 
Mstep: Class 14 contains 21630 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 8266 members 
Mstep: Class 17 contains 64262 members 
Mstep: Class 18 contains 37537 members 
Mstep: Class 19 contains 11390 members 
Mstep: Class 20 contains 20044 members 
Mstep: Class 21 contains 3761 members 
Mstep: Class 22 contains 15656 members 
Mstep: Class 23 contains 2750 members 
Mstep: Class 24 contains 5930 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6860 members 
Mstep: Class 27 contains 2082 members 
Mstep: Class 28 contains 5111 members 
Mstep: Class 29 contains 17956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888160.000000 Penalty: 97421.445312
Iteration 63Q: 30 clusters Score -1.008882e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6800 members 
Mstep: Class 3 contains 20644 members 
Mstep: Class 4 contains 90675 members 
Mstep: Class 5 contains 4661 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 30337 members 
Mstep: Class 8 contains 4017 members 
Mstep: Class 9 contains 160344 members 
Mstep: Class 10 contains 5577 members 
Mstep: Class 11 contains 26549 members 
Mstep: Class 12 contains 20263 members 
Mstep: Class 13 contains 166505 members 
Mstep: Class 14 contains 21630 members 
Mstep: Class 15 contains 773 members 
Mstep: Class 16 contains 8260 members 
Mstep: Class 17 contains 64275 members 
Mstep: Class 18 contains 37516 members 
Mstep: Class 19 contains 11399 members 
Mstep: Class 20 contains 20031 members 
Mstep: Class 21 contains 3769 members 
Mstep: Class 22 contains 15659 members 
Mstep: Class 23 contains 2767 members 
Mstep: Class 24 contains 5942 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6875 members 
Mstep: Class 27 contains 2082 members 
Mstep: Class 28 contains 5111 members 
Mstep: Class 29 contains 17912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888168.000000 Penalty: 97421.445312
Iteration 64Q: 30 clusters Score -1.008882e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6806 members 
Mstep: Class 3 contains 20673 members 
Mstep: Class 4 contains 90657 members 
Mstep: Class 5 contains 4642 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 30310 members 
Mstep: Class 8 contains 4070 members 
Mstep: Class 9 contains 160334 members 
Mstep: Class 10 contains 5584 members 
Mstep: Class 11 contains 26554 members 
Mstep: Class 12 contains 20259 members 
Mstep: Class 13 contains 166510 members 
Mstep: Class 14 contains 21627 members 
Mstep: Class 15 contains 760 members 
Mstep: Class 16 contains 8253 members 
Mstep: Class 17 contains 64288 members 
Mstep: Class 18 contains 37500 members 
Mstep: Class 19 contains 11411 members 
Mstep: Class 20 contains 20017 members 
Mstep: Class 21 contains 3772 members 
Mstep: Class 22 contains 15658 members 
Mstep: Class 23 contains 2773 members 
Mstep: Class 24 contains 5960 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6885 members 
Mstep: Class 27 contains 2082 members 
Mstep: Class 28 contains 5111 members 
Mstep: Class 29 contains 17877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888448.000000 Penalty: 97421.445312
Iteration 65Q: 30 clusters Score -1.008884e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6809 members 
Mstep: Class 3 contains 20716 members 
Mstep: Class 4 contains 90631 members 
Mstep: Class 5 contains 4614 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 30293 members 
Mstep: Class 8 contains 4136 members 
Mstep: Class 9 contains 160326 members 
Mstep: Class 10 contains 5593 members 
Mstep: Class 11 contains 26559 members 
Mstep: Class 12 contains 20271 members 
Mstep: Class 13 contains 166510 members 
Mstep: Class 14 contains 21626 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 8246 members 
Mstep: Class 17 contains 64295 members 
Mstep: Class 18 contains 37471 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 20002 members 
Mstep: Class 21 contains 3772 members 
Mstep: Class 22 contains 15662 members 
Mstep: Class 23 contains 2782 members 
Mstep: Class 24 contains 5980 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6893 members 
Mstep: Class 27 contains 2082 members 
Mstep: Class 28 contains 5111 members 
Mstep: Class 29 contains 17837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888696.000000 Penalty: 97421.445312
Iteration 66Q: 30 clusters Score -1.008887e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6814 members 
Mstep: Class 3 contains 20750 members 
Mstep: Class 4 contains 90614 members 
Mstep: Class 5 contains 4589 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 30278 members 
Mstep: Class 8 contains 4178 members 
Mstep: Class 9 contains 160311 members 
Mstep: Class 10 contains 5603 members 
Mstep: Class 11 contains 26560 members 
Mstep: Class 12 contains 20271 members 
Mstep: Class 13 contains 166515 members 
Mstep: Class 14 contains 21627 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 8244 members 
Mstep: Class 17 contains 64295 members 
Mstep: Class 18 contains 37452 members 
Mstep: Class 19 contains 11420 members 
Mstep: Class 20 contains 19985 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 15666 members 
Mstep: Class 23 contains 2790 members 
Mstep: Class 24 contains 6009 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6900 members 
Mstep: Class 27 contains 2082 members 
Mstep: Class 28 contains 5112 members 
Mstep: Class 29 contains 17810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888888.000000 Penalty: 97421.445312
Iteration 67Q: 30 clusters Score -1.008889e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6817 members 
Mstep: Class 3 contains 20782 members 
Mstep: Class 4 contains 90605 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 30267 members 
Mstep: Class 8 contains 4221 members 
Mstep: Class 9 contains 160292 members 
Mstep: Class 10 contains 5610 members 
Mstep: Class 11 contains 26559 members 
Mstep: Class 12 contains 20275 members 
Mstep: Class 13 contains 166524 members 
Mstep: Class 14 contains 21624 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 16 contains 8247 members 
Mstep: Class 17 contains 64300 members 
Mstep: Class 18 contains 37440 members 
Mstep: Class 19 contains 11422 members 
Mstep: Class 20 contains 19967 members 
Mstep: Class 21 contains 3763 members 
Mstep: Class 22 contains 15668 members 
Mstep: Class 23 contains 2792 members 
Mstep: Class 24 contains 6031 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6912 members 
Mstep: Class 27 contains 2082 members 
Mstep: Class 28 contains 5113 members 
Mstep: Class 29 contains 17789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100889008.000000 Penalty: 97421.445312
Iteration 68Q: 30 clusters Score -1.00889e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6822 members 
Mstep: Class 3 contains 20804 members 
Mstep: Class 4 contains 90593 members 
Mstep: Class 5 contains 4532 members 
Mstep: Class 6 contains 1636 members 
Mstep: Class 7 contains 30241 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 160282 members 
Mstep: Class 10 contains 5622 members 
Mstep: Class 11 contains 26560 members 
Mstep: Class 12 contains 20269 members 
Mstep: Class 13 contains 166519 members 
Mstep: Class 14 contains 21624 members 
Mstep: Class 15 contains 700 members 
Mstep: Class 16 contains 8245 members 
Mstep: Class 17 contains 64312 members 
Mstep: Class 18 contains 37427 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 19950 members 
Mstep: Class 21 contains 3768 members 
Mstep: Class 22 contains 15669 members 
Mstep: Class 23 contains 2793 members 
Mstep: Class 24 contains 6057 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6921 members 
Mstep: Class 27 contains 2082 members 
Mstep: Class 28 contains 5111 members 
Mstep: Class 29 contains 17776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888840.000000 Penalty: 97421.445312
Iteration 69Q: 30 clusters Score -1.008888e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6822 members 
Mstep: Class 3 contains 20836 members 
Mstep: Class 4 contains 90579 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 1636 members 
Mstep: Class 7 contains 30218 members 
Mstep: Class 8 contains 4305 members 
Mstep: Class 9 contains 160269 members 
Mstep: Class 10 contains 5629 members 
Mstep: Class 11 contains 26562 members 
Mstep: Class 12 contains 20281 members 
Mstep: Class 13 contains 166521 members 
Mstep: Class 14 contains 21621 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 8238 members 
Mstep: Class 17 contains 64333 members 
Mstep: Class 18 contains 37415 members 
Mstep: Class 19 contains 11434 members 
Mstep: Class 20 contains 19936 members 
Mstep: Class 21 contains 3763 members 
Mstep: Class 22 contains 15674 members 
Mstep: Class 23 contains 2794 members 
Mstep: Class 24 contains 6070 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6932 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 5109 members 
Mstep: Class 29 contains 17760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888952.000000 Penalty: 97421.445312
Iteration 70Q: 30 clusters Score -1.00889e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6826 members 
Mstep: Class 3 contains 20858 members 
Mstep: Class 4 contains 90559 members 
Mstep: Class 5 contains 4475 members 
Mstep: Class 6 contains 1636 members 
Mstep: Class 7 contains 30204 members 
Mstep: Class 8 contains 4346 members 
Mstep: Class 9 contains 160258 members 
Mstep: Class 10 contains 5636 members 
Mstep: Class 11 contains 26562 members 
Mstep: Class 12 contains 20296 members 
Mstep: Class 13 contains 166517 members 
Mstep: Class 14 contains 21618 members 
Mstep: Class 15 contains 672 members 
Mstep: Class 16 contains 8233 members 
Mstep: Class 17 contains 64343 members 
Mstep: Class 18 contains 37407 members 
Mstep: Class 19 contains 11440 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 3753 members 
Mstep: Class 22 contains 15676 members 
Mstep: Class 23 contains 2795 members 
Mstep: Class 24 contains 6083 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6941 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 5109 members 
Mstep: Class 29 contains 17759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888864.000000 Penalty: 97421.445312
Iteration 71Q: 30 clusters Score -1.008889e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 20879 members 
Mstep: Class 4 contains 90549 members 
Mstep: Class 5 contains 4439 members 
Mstep: Class 6 contains 1636 members 
Mstep: Class 7 contains 30192 members 
Mstep: Class 8 contains 4391 members 
Mstep: Class 9 contains 160242 members 
Mstep: Class 10 contains 5647 members 
Mstep: Class 11 contains 26567 members 
Mstep: Class 12 contains 20306 members 
Mstep: Class 13 contains 166504 members 
Mstep: Class 14 contains 21617 members 
Mstep: Class 15 contains 662 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 64348 members 
Mstep: Class 18 contains 37399 members 
Mstep: Class 19 contains 11448 members 
Mstep: Class 20 contains 19909 members 
Mstep: Class 21 contains 3752 members 
Mstep: Class 22 contains 15672 members 
Mstep: Class 23 contains 2799 members 
Mstep: Class 24 contains 6113 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6954 members 
Mstep: Class 27 contains 2082 members 
Mstep: Class 28 contains 5108 members 
Mstep: Class 29 contains 17746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888920.000000 Penalty: 97421.445312
Iteration 72Q: 30 clusters Score -1.008889e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6830 members 
Mstep: Class 3 contains 20902 members 
Mstep: Class 4 contains 90543 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 1636 members 
Mstep: Class 7 contains 30183 members 
Mstep: Class 8 contains 4418 members 
Mstep: Class 9 contains 160222 members 
Mstep: Class 10 contains 5661 members 
Mstep: Class 11 contains 26572 members 
Mstep: Class 12 contains 20326 members 
Mstep: Class 13 contains 166498 members 
Mstep: Class 14 contains 21615 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 8217 members 
Mstep: Class 17 contains 64365 members 
Mstep: Class 18 contains 37393 members 
Mstep: Class 19 contains 11450 members 
Mstep: Class 20 contains 19894 members 
Mstep: Class 21 contains 3742 members 
Mstep: Class 22 contains 15671 members 
Mstep: Class 23 contains 2799 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 5106 members 
Mstep: Class 29 contains 17732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888960.000000 Penalty: 97421.445312
Iteration 73Q: 30 clusters Score -1.00889e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6827 members 
Mstep: Class 3 contains 20931 members 
Mstep: Class 4 contains 90535 members 
Mstep: Class 5 contains 4380 members 
Mstep: Class 6 contains 1636 members 
Mstep: Class 7 contains 30185 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 160204 members 
Mstep: Class 10 contains 5670 members 
Mstep: Class 11 contains 26574 members 
Mstep: Class 12 contains 20337 members 
Mstep: Class 13 contains 166495 members 
Mstep: Class 14 contains 21614 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 8215 members 
Mstep: Class 17 contains 64373 members 
Mstep: Class 18 contains 37384 members 
Mstep: Class 19 contains 11456 members 
Mstep: Class 20 contains 19880 members 
Mstep: Class 21 contains 3731 members 
Mstep: Class 22 contains 15672 members 
Mstep: Class 23 contains 2801 members 
Mstep: Class 24 contains 6146 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6973 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 5107 members 
Mstep: Class 29 contains 17717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100889032.000000 Penalty: 97421.445312
Iteration 74Q: 30 clusters Score -1.00889e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6828 members 
Mstep: Class 3 contains 20955 members 
Mstep: Class 4 contains 90524 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 6 contains 1636 members 
Mstep: Class 7 contains 30182 members 
Mstep: Class 8 contains 4472 members 
Mstep: Class 9 contains 160177 members 
Mstep: Class 10 contains 5684 members 
Mstep: Class 11 contains 26576 members 
Mstep: Class 12 contains 20348 members 
Mstep: Class 13 contains 166500 members 
Mstep: Class 14 contains 21610 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 8205 members 
Mstep: Class 17 contains 64374 members 
Mstep: Class 18 contains 37380 members 
Mstep: Class 19 contains 11456 members 
Mstep: Class 20 contains 19867 members 
Mstep: Class 21 contains 3724 members 
Mstep: Class 22 contains 15672 members 
Mstep: Class 23 contains 2803 members 
Mstep: Class 24 contains 6158 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6985 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 5106 members 
Mstep: Class 29 contains 17713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100889112.000000 Penalty: 97421.445312
Iteration 75Q: 30 clusters Score -1.008891e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 20983 members 
Mstep: Class 4 contains 90517 members 
Mstep: Class 5 contains 4347 members 
Mstep: Class 6 contains 1636 members 
Mstep: Class 7 contains 30180 members 
Mstep: Class 8 contains 4505 members 
Mstep: Class 9 contains 160149 members 
Mstep: Class 10 contains 5689 members 
Mstep: Class 11 contains 26575 members 
Mstep: Class 12 contains 20350 members 
Mstep: Class 13 contains 166511 members 
Mstep: Class 14 contains 21605 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 8198 members 
Mstep: Class 17 contains 64373 members 
Mstep: Class 18 contains 37373 members 
Mstep: Class 19 contains 11460 members 
Mstep: Class 20 contains 19850 members 
Mstep: Class 21 contains 3717 members 
Mstep: Class 22 contains 15671 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 6172 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 6998 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 5106 members 
Mstep: Class 29 contains 17701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100889456.000000 Penalty: 97421.445312
Iteration 76Q: 30 clusters Score -1.008895e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6830 members 
Mstep: Class 3 contains 21017 members 
Mstep: Class 4 contains 90511 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 30178 members 
Mstep: Class 8 contains 4528 members 
Mstep: Class 9 contains 160115 members 
Mstep: Class 10 contains 5694 members 
Mstep: Class 11 contains 26577 members 
Mstep: Class 12 contains 20354 members 
Mstep: Class 13 contains 166508 members 
Mstep: Class 14 contains 21603 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 8192 members 
Mstep: Class 17 contains 64383 members 
Mstep: Class 18 contains 37367 members 
Mstep: Class 19 contains 11467 members 
Mstep: Class 20 contains 19839 members 
Mstep: Class 21 contains 3711 members 
Mstep: Class 22 contains 15674 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 6170 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 7007 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 5106 members 
Mstep: Class 29 contains 17695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100889512.000000 Penalty: 97421.445312
Iteration 77Q: 30 clusters Score -1.008895e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6831 members 
Mstep: Class 3 contains 21041 members 
Mstep: Class 4 contains 90508 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 30173 members 
Mstep: Class 8 contains 4564 members 
Mstep: Class 9 contains 160089 members 
Mstep: Class 10 contains 5699 members 
Mstep: Class 11 contains 26578 members 
Mstep: Class 12 contains 20359 members 
Mstep: Class 13 contains 166510 members 
Mstep: Class 14 contains 21601 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 8186 members 
Mstep: Class 17 contains 64385 members 
Mstep: Class 18 contains 37362 members 
Mstep: Class 19 contains 11473 members 
Mstep: Class 20 contains 19821 members 
Mstep: Class 21 contains 3707 members 
Mstep: Class 22 contains 15677 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 6174 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 7016 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 5109 members 
Mstep: Class 29 contains 17679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100889640.000000 Penalty: 97421.445312
Iteration 78Q: 30 clusters Score -1.008896e+08 nChanged 346
Entering ConstructFrom: 
Score: -100889640.000000 Penalty: 97421.445312
Entering ConstructFrom: 
Trying to split cluster 1 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -105407.257812 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -105407.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -103672.351562 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -103672.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -104228.015625 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -104228 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -104641.093750 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -104641.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -104888.367188 Penalty: 3367.330078
	Iteration 3F: 3 clusters Score -104888.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -105013.351562 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -105013.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -105160.734375 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -105160.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -105365.171875 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -105365.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -105633.929688 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -105633.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -106057.265625 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -106057.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -106498.117188 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -106498.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -106671.859375 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -106671.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -106848.328125 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -106848.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -107065.429688 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -107065.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -107263.531250 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -107263.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -107468.593750 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -107468.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -107474.789062 Penalty: 3367.330078
	Iteration 15F: 3 clusters Score -107474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -107524.343750 Penalty: 3367.330078
	Iteration 16Q: 3 clusters Score -107524.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -107678.109375 Penalty: 3367.330078
	Iteration 17Q: 3 clusters Score -107678.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -107804.523438 Penalty: 3367.330078
	Iteration 18Q: 3 clusters Score -107804.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -108299.640625 Penalty: 3367.330078
	Iteration 19Q: 3 clusters Score -108299.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -108299.640625 Penalty: 3367.330078
	Iteration 20F: 3 clusters Score -108299.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6839 members 
Mstep: Class 3 contains 21059 members 
Mstep: Class 4 contains 90499 members 
Mstep: Class 5 contains 4314 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 30182 members 
Mstep: Class 8 contains 4619 members 
Mstep: Class 9 contains 160078 members 
Mstep: Class 10 contains 5702 members 
Mstep: Class 11 contains 26577 members 
Mstep: Class 12 contains 20367 members 
Mstep: Class 13 contains 166502 members 
Mstep: Class 14 contains 21598 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8180 members 
Mstep: Class 17 contains 64401 members 
Mstep: Class 18 contains 37364 members 
Mstep: Class 19 contains 11474 members 
Mstep: Class 20 contains 19800 members 
Mstep: Class 21 contains 3699 members 
Mstep: Class 22 contains 15675 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 6175 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 7021 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 5113 members 
Mstep: Class 29 contains 17651 members 
Mstep: Class 30 contains 510 members 
Entering Unmasked Estep 
Score: -100890736.000000 Penalty: 100780.804688
Splitting cluster 1 changes total score from -100889640.000000 to -100890736.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 2 (6839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Entering Unmasked Estep 
Score: -867008.812500 Penalty: 2189.938477
	Iteration 0F: 2 clusters Score -867008.8 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 3298 members 
Entering Unmasked Estep 
Score: -861298.437500 Penalty: 4379.876953
	Iteration 0F: 3 clusters Score -861298.4 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -862814.875000 Penalty: 4379.876953
	Iteration 1F: 3 clusters Score -862814.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -863225.687500 Penalty: 4379.876953
	Iteration 2F: 3 clusters Score -863225.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -863609.125000 Penalty: 4379.876953
	Iteration 3F: 3 clusters Score -863609.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -863999.812500 Penalty: 4379.876953
	Iteration 4F: 3 clusters Score -863999.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -864366.250000 Penalty: 4379.876953
	Iteration 5F: 3 clusters Score -864366.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -864712.875000 Penalty: 4379.876953
	Iteration 6F: 3 clusters Score -864712.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -864954.250000 Penalty: 4379.876953
	Iteration 7Q: 3 clusters Score -864954.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -865108.000000 Penalty: 4379.876953
	Iteration 8Q: 3 clusters Score -865108 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -865202.125000 Penalty: 4379.876953
	Iteration 9Q: 3 clusters Score -865202.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -865268.000000 Penalty: 4379.876953
	Iteration 10Q: 3 clusters Score -865268 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -865317.875000 Penalty: 4379.876953
	Iteration 11Q: 3 clusters Score -865317.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -865369.375000 Penalty: 4379.876953
	Iteration 12Q: 3 clusters Score -865369.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -865409.250000 Penalty: 4379.876953
	Iteration 13Q: 3 clusters Score -865409.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -865435.437500 Penalty: 4379.876953
	Iteration 14Q: 3 clusters Score -865435.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -865456.875000 Penalty: 4379.876953
	Iteration 15Q: 3 clusters Score -865456.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -865474.875000 Penalty: 4379.876953
	Iteration 16Q: 3 clusters Score -865474.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -865491.625000 Penalty: 4379.876953
	Iteration 17Q: 3 clusters Score -865491.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -865501.250000 Penalty: 4379.876953
	Iteration 18Q: 3 clusters Score -865501.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -865510.625000 Penalty: 4379.876953
	Iteration 19Q: 3 clusters Score -865510.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -865518.687500 Penalty: 4379.876953
	Iteration 20F: 3 clusters Score -865518.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -865524.500000 Penalty: 4379.876953
	Iteration 21Q: 3 clusters Score -865524.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -865527.437500 Penalty: 4379.876953
	Iteration 22Q: 3 clusters Score -865527.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -865529.500000 Penalty: 4379.876953
	Iteration 23Q: 3 clusters Score -865529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -865532.187500 Penalty: 4379.876953
	Iteration 24Q: 3 clusters Score -865532.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -865533.000000 Penalty: 4379.876953
	Iteration 25Q: 3 clusters Score -865533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -865532.562500 Penalty: 4379.876953
	Iteration 26Q: 3 clusters Score -865532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -865532.687500 Penalty: 4379.876953
	Iteration 27Q: 3 clusters Score -865532.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -865532.687500 Penalty: 4379.876953
	Iteration 28F: 3 clusters Score -865532.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Entering Unmasked Estep 
Score: -2775282.500000 Penalty: 2468.860596
	Iteration 0F: 2 clusters Score -2775282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2760608.000000 Penalty: 4937.721191
	Iteration 0F: 3 clusters Score -2760608 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2765981.000000 Penalty: 4937.721191
	Iteration 1F: 3 clusters Score -2765981 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2767130.750000 Penalty: 4937.721191
	Iteration 2F: 3 clusters Score -2767131 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2768406.250000 Penalty: 4937.721191
	Iteration 3F: 3 clusters Score -2768406 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2769582.250000 Penalty: 4937.721191
	Iteration 4F: 3 clusters Score -2769582 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2770443.000000 Penalty: 4937.721191
	Iteration 5F: 3 clusters Score -2770443 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2771056.750000 Penalty: 4937.721191
	Iteration 6Q: 3 clusters Score -2771057 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2771522.250000 Penalty: 4937.721191
	Iteration 7Q: 3 clusters Score -2771522 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2771836.500000 Penalty: 4937.721191
	Iteration 8Q: 3 clusters Score -2771836 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2772039.500000 Penalty: 4937.721191
	Iteration 9Q: 3 clusters Score -2772040 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2772210.250000 Penalty: 4937.721191
	Iteration 10Q: 3 clusters Score -2772210 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2772363.500000 Penalty: 4937.721191
	Iteration 11Q: 3 clusters Score -2772364 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2772473.250000 Penalty: 4937.721191
	Iteration 12Q: 3 clusters Score -2772473 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2772614.250000 Penalty: 4937.721191
	Iteration 13Q: 3 clusters Score -2772614 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2772715.000000 Penalty: 4937.721191
	Iteration 14Q: 3 clusters Score -2772715 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2772819.250000 Penalty: 4937.721191
	Iteration 15Q: 3 clusters Score -2772819 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2772905.500000 Penalty: 4937.721191
	Iteration 16Q: 3 clusters Score -2772906 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -2772968.000000 Penalty: 4937.721191
	Iteration 17Q: 3 clusters Score -2772968 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2773034.000000 Penalty: 4937.721191
	Iteration 18Q: 3 clusters Score -2773034 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2773092.500000 Penalty: 4937.721191
	Iteration 19Q: 3 clusters Score -2773092 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2773148.500000 Penalty: 4937.721191
	Iteration 20F: 3 clusters Score -2773148 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2773193.750000 Penalty: 4937.721191
	Iteration 21Q: 3 clusters Score -2773194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2773225.500000 Penalty: 4937.721191
	Iteration 22Q: 3 clusters Score -2773226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2773253.500000 Penalty: 4937.721191
	Iteration 23Q: 3 clusters Score -2773254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2773268.250000 Penalty: 4937.721191
	Iteration 24Q: 3 clusters Score -2773268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2773285.000000 Penalty: 4937.721191
	Iteration 25Q: 3 clusters Score -2773285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2773295.500000 Penalty: 4937.721191
	Iteration 26Q: 3 clusters Score -2773296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2773304.750000 Penalty: 4937.721191
	Iteration 27Q: 3 clusters Score -2773305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2773313.500000 Penalty: 4937.721191
	Iteration 28Q: 3 clusters Score -2773314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2773330.000000 Penalty: 4937.721191
	Iteration 29Q: 3 clusters Score -2773330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2773332.750000 Penalty: 4937.721191
	Iteration 30Q: 3 clusters Score -2773333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2773339.750000 Penalty: 4937.721191
	Iteration 31Q: 3 clusters Score -2773340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2773343.750000 Penalty: 4937.721191
	Iteration 32Q: 3 clusters Score -2773344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2773354.750000 Penalty: 4937.721191
	Iteration 33Q: 3 clusters Score -2773355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2773350.250000 Penalty: 4937.721191
	Iteration 34Q: 3 clusters Score -2773350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2773353.000000 Penalty: 4937.721191
	Iteration 35Q: 3 clusters Score -2773353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2773354.250000 Penalty: 4937.721191
	Iteration 36Q: 3 clusters Score -2773354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2773356.500000 Penalty: 4937.721191
	Iteration 37Q: 3 clusters Score -2773356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2773355.250000 Penalty: 4937.721191
	Iteration 38Q: 3 clusters Score -2773355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2773355.250000 Penalty: 4937.721191
	Iteration 39F: 3 clusters Score -2773355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (90499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90499 members 
Entering Unmasked Estep 
Score: -12305052.000000 Penalty: 2830.447510
	Iteration 0F: 2 clusters Score -1.230505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -12244353.000000 Penalty: 5660.895020
	Iteration 0F: 3 clusters Score -1.224435e+07 nChanged 42677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -12269024.000000 Penalty: 5660.895020
	Iteration 1F: 3 clusters Score -1.226902e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -12269941.000000 Penalty: 5660.895020
	Iteration 2Q: 3 clusters Score -1.226994e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -12270825.000000 Penalty: 5660.895020
	Iteration 3Q: 3 clusters Score -1.227082e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -12272161.000000 Penalty: 5660.895020
	Iteration 4Q: 3 clusters Score -1.227216e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -12273959.000000 Penalty: 5660.895020
	Iteration 5Q: 3 clusters Score -1.227396e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -12276616.000000 Penalty: 5660.895020
	Iteration 6F: 3 clusters Score -1.227662e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -12280410.000000 Penalty: 5660.895020
	Iteration 7F: 3 clusters Score -1.228041e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68429 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -12285676.000000 Penalty: 5660.895020
	Iteration 8F: 3 clusters Score -1.228568e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -12291311.000000 Penalty: 5660.895020
	Iteration 9F: 3 clusters Score -1.229131e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79830 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -12295664.000000 Penalty: 5660.895020
	Iteration 10F: 3 clusters Score -1.229566e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83514 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -12298597.000000 Penalty: 5660.895020
	Iteration 11Q: 3 clusters Score -1.22986e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85841 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -12300210.000000 Penalty: 5660.895020
	Iteration 12Q: 3 clusters Score -1.230021e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -12301118.000000 Penalty: 5660.895020
	Iteration 13Q: 3 clusters Score -1.230112e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88164 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -12301632.000000 Penalty: 5660.895020
	Iteration 14Q: 3 clusters Score -1.230163e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88724 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -12301963.000000 Penalty: 5660.895020
	Iteration 15Q: 3 clusters Score -1.230196e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89077 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -12302157.000000 Penalty: 5660.895020
	Iteration 16Q: 3 clusters Score -1.230216e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -12302290.000000 Penalty: 5660.895020
	Iteration 17Q: 3 clusters Score -1.230229e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89475 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -12302379.000000 Penalty: 5660.895020
	Iteration 18Q: 3 clusters Score -1.230238e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89569 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -12302463.000000 Penalty: 5660.895020
	Iteration 19Q: 3 clusters Score -1.230246e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89645 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -12302522.000000 Penalty: 5660.895020
	Iteration 20F: 3 clusters Score -1.230252e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89709 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -12302572.000000 Penalty: 5660.895020
	Iteration 21Q: 3 clusters Score -1.230257e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89748 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -12302605.000000 Penalty: 5660.895020
	Iteration 22Q: 3 clusters Score -1.23026e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89766 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12302636.000000 Penalty: 5660.895020
	Iteration 23Q: 3 clusters Score -1.230264e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -12302663.000000 Penalty: 5660.895020
	Iteration 24Q: 3 clusters Score -1.230266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89797 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -12302674.000000 Penalty: 5660.895020
	Iteration 25Q: 3 clusters Score -1.230267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89807 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -12302675.000000 Penalty: 5660.895020
	Iteration 26Q: 3 clusters Score -1.230268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89820 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12302684.000000 Penalty: 5660.895020
	Iteration 27Q: 3 clusters Score -1.230268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -12302701.000000 Penalty: 5660.895020
	Iteration 28Q: 3 clusters Score -1.23027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89839 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -12302695.000000 Penalty: 5660.895020
	Iteration 29Q: 3 clusters Score -1.23027e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89844 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -12302715.000000 Penalty: 5660.895020
	Iteration 30Q: 3 clusters Score -1.230272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89848 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -12302716.000000 Penalty: 5660.895020
	Iteration 31Q: 3 clusters Score -1.230272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89858 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -12302718.000000 Penalty: 5660.895020
	Iteration 32Q: 3 clusters Score -1.230272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89862 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -12302726.000000 Penalty: 5660.895020
	Iteration 33Q: 3 clusters Score -1.230273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89869 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -12302731.000000 Penalty: 5660.895020
	Iteration 34Q: 3 clusters Score -1.230273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89872 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -12302742.000000 Penalty: 5660.895020
	Iteration 35Q: 3 clusters Score -1.230274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89876 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -12302764.000000 Penalty: 5660.895020
	Iteration 36Q: 3 clusters Score -1.230276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89879 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12302766.000000 Penalty: 5660.895020
	Iteration 37Q: 3 clusters Score -1.230277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89881 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -12302764.000000 Penalty: 5660.895020
	Iteration 38Q: 3 clusters Score -1.230276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89880 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -12302754.000000 Penalty: 5660.895020
	Iteration 39Q: 3 clusters Score -1.230275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89880 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -12302754.000000 Penalty: 5660.895020
	Iteration 40F: 3 clusters Score -1.230275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Entering Unmasked Estep 
Score: -570853.562500 Penalty: 2075.666016
	Iteration 0F: 2 clusters Score -570853.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -566763.812500 Penalty: 4151.332031
	Iteration 0F: 3 clusters Score -566763.8 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -567755.250000 Penalty: 4151.332031
	Iteration 1F: 3 clusters Score -567755.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -568085.062500 Penalty: 4151.332031
	Iteration 2F: 3 clusters Score -568085.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -568395.562500 Penalty: 4151.332031
	Iteration 3F: 3 clusters Score -568395.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -568732.062500 Penalty: 4151.332031
	Iteration 4F: 3 clusters Score -568732.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -569028.750000 Penalty: 4151.332031
	Iteration 5F: 3 clusters Score -569028.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -569266.250000 Penalty: 4151.332031
	Iteration 6F: 3 clusters Score -569266.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -569446.000000 Penalty: 4151.332031
	Iteration 7Q: 3 clusters Score -569446 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -569568.750000 Penalty: 4151.332031
	Iteration 8Q: 3 clusters Score -569568.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -569656.125000 Penalty: 4151.332031
	Iteration 9Q: 3 clusters Score -569656.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -569730.312500 Penalty: 4151.332031
	Iteration 10Q: 3 clusters Score -569730.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -569762.062500 Penalty: 4151.332031
	Iteration 11Q: 3 clusters Score -569762.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -569787.125000 Penalty: 4151.332031
	Iteration 12Q: 3 clusters Score -569787.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -569801.187500 Penalty: 4151.332031
	Iteration 13Q: 3 clusters Score -569801.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -569815.250000 Penalty: 4151.332031
	Iteration 14Q: 3 clusters Score -569815.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -569821.875000 Penalty: 4151.332031
	Iteration 15Q: 3 clusters Score -569821.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -569826.250000 Penalty: 4151.332031
	Iteration 16Q: 3 clusters Score -569826.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -569829.437500 Penalty: 4151.332031
	Iteration 17Q: 3 clusters Score -569829.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -569838.812500 Penalty: 4151.332031
	Iteration 18Q: 3 clusters Score -569838.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -569845.500000 Penalty: 4151.332031
	Iteration 19Q: 3 clusters Score -569845.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -569848.125000 Penalty: 4151.332031
	Iteration 20F: 3 clusters Score -569848.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -569852.000000 Penalty: 4151.332031
	Iteration 21Q: 3 clusters Score -569852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -569856.312500 Penalty: 4151.332031
	Iteration 22Q: 3 clusters Score -569856.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -569859.437500 Penalty: 4151.332031
	Iteration 23Q: 3 clusters Score -569859.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -569861.812500 Penalty: 4151.332031
	Iteration 24Q: 3 clusters Score -569861.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -569865.187500 Penalty: 4151.332031
	Iteration 25Q: 3 clusters Score -569865.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -569868.750000 Penalty: 4151.332031
	Iteration 26Q: 3 clusters Score -569868.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -569872.937500 Penalty: 4151.332031
	Iteration 27Q: 3 clusters Score -569872.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -569873.750000 Penalty: 4151.332031
	Iteration 28Q: 3 clusters Score -569873.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -569875.000000 Penalty: 4151.332031
	Iteration 29Q: 3 clusters Score -569875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -569875.812500 Penalty: 4151.332031
	Iteration 30Q: 3 clusters Score -569875.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -569875.812500 Penalty: 4151.332031
	Iteration 31F: 3 clusters Score -569875.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -201419.875000 Penalty: 1835.505371
	Iteration 0F: 2 clusters Score -201419.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -199118.703125 Penalty: 3671.010742
	Iteration 0F: 3 clusters Score -199118.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -199656.562500 Penalty: 3671.010742
	Iteration 1F: 3 clusters Score -199656.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -200006.843750 Penalty: 3671.010742
	Iteration 2F: 3 clusters Score -200006.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -200477.265625 Penalty: 3671.010742
	Iteration 3F: 3 clusters Score -200477.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -201179.781250 Penalty: 3671.010742
	Iteration 4F: 3 clusters Score -201179.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -201848.906250 Penalty: 3671.010742
	Iteration 5F: 3 clusters Score -201848.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -202457.140625 Penalty: 3671.010742
	Iteration 6F: 3 clusters Score -202457.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -202646.359375 Penalty: 3671.010742
	Iteration 7Q: 3 clusters Score -202646.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -202672.312500 Penalty: 3671.010742
	Iteration 8Q: 3 clusters Score -202672.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -202684.437500 Penalty: 3671.010742
	Iteration 9Q: 3 clusters Score -202684.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -202686.640625 Penalty: 3671.010742
	Iteration 10Q: 3 clusters Score -202686.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -202686.906250 Penalty: 3671.010742
	Iteration 11Q: 3 clusters Score -202686.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -202686.906250 Penalty: 3671.010742
	Iteration 12F: 3 clusters Score -202686.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6839 members 
Mstep: Class 3 contains 21059 members 
Mstep: Class 4 contains 90499 members 
Mstep: Class 5 contains 4314 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 30182 members 
Mstep: Class 8 contains 4619 members 
Mstep: Class 9 contains 160078 members 
Mstep: Class 10 contains 5702 members 
Mstep: Class 11 contains 26577 members 
Mstep: Class 12 contains 20367 members 
Mstep: Class 13 contains 166502 members 
Mstep: Class 14 contains 21598 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8180 members 
Mstep: Class 17 contains 64401 members 
Mstep: Class 18 contains 37364 members 
Mstep: Class 19 contains 11474 members 
Mstep: Class 20 contains 19800 members 
Mstep: Class 21 contains 3699 members 
Mstep: Class 22 contains 15675 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 6175 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 7021 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 5113 members 
Mstep: Class 29 contains 17651 members 
Mstep: Class 30 contains 510 members 
Mstep: Class 31 contains 615 members 
Entering Unmasked Estep 
Score: -100890504.000000 Penalty: 104140.164062
Splitting cluster 6 changes total score from -100889640.000000 to -100890504.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 7 (30182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Entering Unmasked Estep 
Score: -3857164.750000 Penalty: 2558.120117
	Iteration 0F: 2 clusters Score -3857165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -3836473.250000 Penalty: 5116.240234
	Iteration 0F: 3 clusters Score -3836473 nChanged 13654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3844149.500000 Penalty: 5116.240234
	Iteration 1F: 3 clusters Score -3844150 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -3844837.750000 Penalty: 5116.240234
	Iteration 2F: 3 clusters Score -3844838 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3845531.500000 Penalty: 5116.240234
	Iteration 3Q: 3 clusters Score -3845532 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3846276.250000 Penalty: 5116.240234
	Iteration 4F: 3 clusters Score -3846276 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -3846990.250000 Penalty: 5116.240234
	Iteration 5Q: 3 clusters Score -3846990 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -3847773.250000 Penalty: 5116.240234
	Iteration 6F: 3 clusters Score -3847773 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -3848655.500000 Penalty: 5116.240234
	Iteration 7F: 3 clusters Score -3848656 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3849598.250000 Penalty: 5116.240234
	Iteration 8F: 3 clusters Score -3849598 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -3850652.250000 Penalty: 5116.240234
	Iteration 9F: 3 clusters Score -3850652 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -3851729.000000 Penalty: 5116.240234
	Iteration 10F: 3 clusters Score -3851729 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -3852745.750000 Penalty: 5116.240234
	Iteration 11Q: 3 clusters Score -3852746 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3853549.250000 Penalty: 5116.240234
	Iteration 12Q: 3 clusters Score -3853549 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3854093.750000 Penalty: 5116.240234
	Iteration 13Q: 3 clusters Score -3854094 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3854464.750000 Penalty: 5116.240234
	Iteration 14Q: 3 clusters Score -3854465 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3854775.750000 Penalty: 5116.240234
	Iteration 15Q: 3 clusters Score -3854776 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3855002.000000 Penalty: 5116.240234
	Iteration 16Q: 3 clusters Score -3855002 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3855155.250000 Penalty: 5116.240234
	Iteration 17Q: 3 clusters Score -3855155 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3855260.500000 Penalty: 5116.240234
	Iteration 18Q: 3 clusters Score -3855260 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3855334.750000 Penalty: 5116.240234
	Iteration 19Q: 3 clusters Score -3855335 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3855392.000000 Penalty: 5116.240234
	Iteration 20F: 3 clusters Score -3855392 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3855428.000000 Penalty: 5116.240234
	Iteration 21Q: 3 clusters Score -3855428 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3855452.750000 Penalty: 5116.240234
	Iteration 22Q: 3 clusters Score -3855453 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3855476.250000 Penalty: 5116.240234
	Iteration 23Q: 3 clusters Score -3855476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3855498.750000 Penalty: 5116.240234
	Iteration 24Q: 3 clusters Score -3855499 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3855528.250000 Penalty: 5116.240234
	Iteration 25Q: 3 clusters Score -3855528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3855551.500000 Penalty: 5116.240234
	Iteration 26Q: 3 clusters Score -3855552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3855562.000000 Penalty: 5116.240234
	Iteration 27Q: 3 clusters Score -3855562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3855582.750000 Penalty: 5116.240234
	Iteration 28Q: 3 clusters Score -3855583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3855599.750000 Penalty: 5116.240234
	Iteration 29Q: 3 clusters Score -3855600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3855611.000000 Penalty: 5116.240234
	Iteration 30Q: 3 clusters Score -3855611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3855631.750000 Penalty: 5116.240234
	Iteration 31Q: 3 clusters Score -3855632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3855637.000000 Penalty: 5116.240234
	Iteration 32Q: 3 clusters Score -3855637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3855645.250000 Penalty: 5116.240234
	Iteration 33Q: 3 clusters Score -3855645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3855649.000000 Penalty: 5116.240234
	Iteration 34Q: 3 clusters Score -3855649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3855651.250000 Penalty: 5116.240234
	Iteration 35Q: 3 clusters Score -3855651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3855649.500000 Penalty: 5116.240234
	Iteration 36Q: 3 clusters Score -3855650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3855649.500000 Penalty: 5116.240234
	Iteration 37F: 3 clusters Score -3855650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Entering Unmasked Estep 
Score: -544024.875000 Penalty: 2092.607666
	Iteration 0F: 2 clusters Score -544024.9 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 2332 members 
Entering Unmasked Estep 
Score: -539836.625000 Penalty: 4185.215332
	Iteration 0F: 3 clusters Score -539836.6 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -541019.187500 Penalty: 4185.215332
	Iteration 1F: 3 clusters Score -541019.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -541404.312500 Penalty: 4185.215332
	Iteration 2F: 3 clusters Score -541404.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -541724.125000 Penalty: 4185.215332
	Iteration 3F: 3 clusters Score -541724.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -541988.250000 Penalty: 4185.215332
	Iteration 4F: 3 clusters Score -541988.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -542191.875000 Penalty: 4185.215332
	Iteration 5Q: 3 clusters Score -542191.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -542388.812500 Penalty: 4185.215332
	Iteration 6Q: 3 clusters Score -542388.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -542553.562500 Penalty: 4185.215332
	Iteration 7Q: 3 clusters Score -542553.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -542692.125000 Penalty: 4185.215332
	Iteration 8Q: 3 clusters Score -542692.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -542805.312500 Penalty: 4185.215332
	Iteration 9Q: 3 clusters Score -542805.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -542894.312500 Penalty: 4185.215332
	Iteration 10Q: 3 clusters Score -542894.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -542958.187500 Penalty: 4185.215332
	Iteration 11Q: 3 clusters Score -542958.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -543007.875000 Penalty: 4185.215332
	Iteration 12Q: 3 clusters Score -543007.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -543052.500000 Penalty: 4185.215332
	Iteration 13Q: 3 clusters Score -543052.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -543084.062500 Penalty: 4185.215332
	Iteration 14Q: 3 clusters Score -543084.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -543118.750000 Penalty: 4185.215332
	Iteration 15Q: 3 clusters Score -543118.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -543159.000000 Penalty: 4185.215332
	Iteration 16Q: 3 clusters Score -543159 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -543193.062500 Penalty: 4185.215332
	Iteration 17Q: 3 clusters Score -543193.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -543224.750000 Penalty: 4185.215332
	Iteration 18Q: 3 clusters Score -543224.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -543259.250000 Penalty: 4185.215332
	Iteration 19Q: 3 clusters Score -543259.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -543300.000000 Penalty: 4185.215332
	Iteration 20F: 3 clusters Score -543300 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -543337.500000 Penalty: 4185.215332
	Iteration 21Q: 3 clusters Score -543337.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -543361.312500 Penalty: 4185.215332
	Iteration 22Q: 3 clusters Score -543361.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -543380.812500 Penalty: 4185.215332
	Iteration 23Q: 3 clusters Score -543380.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -543399.937500 Penalty: 4185.215332
	Iteration 24Q: 3 clusters Score -543399.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -543416.375000 Penalty: 4185.215332
	Iteration 25Q: 3 clusters Score -543416.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -543431.437500 Penalty: 4185.215332
	Iteration 26Q: 3 clusters Score -543431.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -543438.187500 Penalty: 4185.215332
	Iteration 27Q: 3 clusters Score -543438.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -543444.312500 Penalty: 4185.215332
	Iteration 28Q: 3 clusters Score -543444.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -543446.500000 Penalty: 4185.215332
	Iteration 29Q: 3 clusters Score -543446.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -543447.875000 Penalty: 4185.215332
	Iteration 30Q: 3 clusters Score -543447.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -543449.000000 Penalty: 4185.215332
	Iteration 31Q: 3 clusters Score -543449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -543450.312500 Penalty: 4185.215332
	Iteration 32Q: 3 clusters Score -543450.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -543451.500000 Penalty: 4185.215332
	Iteration 33Q: 3 clusters Score -543451.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -543452.812500 Penalty: 4185.215332
	Iteration 34Q: 3 clusters Score -543452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -543453.375000 Penalty: 4185.215332
	Iteration 35Q: 3 clusters Score -543453.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -543454.687500 Penalty: 4185.215332
	Iteration 36Q: 3 clusters Score -543454.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -543456.062500 Penalty: 4185.215332
	Iteration 37Q: 3 clusters Score -543456.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -543457.562500 Penalty: 4185.215332
	Iteration 38Q: 3 clusters Score -543457.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -543459.562500 Penalty: 4185.215332
	Iteration 39Q: 3 clusters Score -543459.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -543459.500000 Penalty: 4185.215332
	Iteration 40F: 3 clusters Score -543459.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -543461.125000 Penalty: 4185.215332
	Iteration 41Q: 3 clusters Score -543461.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -543462.437500 Penalty: 4185.215332
	Iteration 42Q: 3 clusters Score -543462.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -543465.500000 Penalty: 4185.215332
	Iteration 43Q: 3 clusters Score -543465.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -543469.500000 Penalty: 4185.215332
	Iteration 44Q: 3 clusters Score -543469.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -543470.625000 Penalty: 4185.215332
	Iteration 45Q: 3 clusters Score -543470.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -543472.000000 Penalty: 4185.215332
	Iteration 46Q: 3 clusters Score -543472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -543473.750000 Penalty: 4185.215332
	Iteration 47Q: 3 clusters Score -543473.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -543473.750000 Penalty: 4185.215332
	Iteration 48Q: 3 clusters Score -543473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -543474.437500 Penalty: 4185.215332
	Iteration 49Q: 3 clusters Score -543474.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -543474.437500 Penalty: 4185.215332
	Iteration 50F: 3 clusters Score -543474.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (160078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160078 members 
Entering Unmasked Estep 
Score: -21908062.000000 Penalty: 2971.887207
	Iteration 0F: 2 clusters Score -2.190806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 80094 members 
Entering Unmasked Estep 
Score: -21804506.000000 Penalty: 5943.774414
	Iteration 0F: 3 clusters Score -2.180451e+07 nChanged 76501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80951 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
Score: -21849622.000000 Penalty: 5943.774414
	Iteration 1F: 3 clusters Score -2.184962e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 78037 members 
Entering Unmasked Estep 
Score: -21850938.000000 Penalty: 5943.774414
	Iteration 2Q: 3 clusters Score -2.185094e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83662 members 
Mstep: Class 2 contains 76416 members 
Entering Unmasked Estep 
Score: -21852630.000000 Penalty: 5943.774414
	Iteration 3Q: 3 clusters Score -2.185263e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86144 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -21855044.000000 Penalty: 5943.774414
	Iteration 4Q: 3 clusters Score -2.185504e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89799 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
Score: -21858748.000000 Penalty: 5943.774414
	Iteration 5F: 3 clusters Score -2.185875e+07 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94559 members 
Mstep: Class 2 contains 65519 members 
Entering Unmasked Estep 
Score: -21863364.000000 Penalty: 5943.774414
	Iteration 6F: 3 clusters Score -2.186336e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100242 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -21868570.000000 Penalty: 5943.774414
	Iteration 7F: 3 clusters Score -2.186857e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106528 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -21873910.000000 Penalty: 5943.774414
	Iteration 8F: 3 clusters Score -2.187391e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112814 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -21878086.000000 Penalty: 5943.774414
	Iteration 9F: 3 clusters Score -2.187809e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118892 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -21881834.000000 Penalty: 5943.774414
	Iteration 10Q: 3 clusters Score -2.188183e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124954 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -21885204.000000 Penalty: 5943.774414
	Iteration 11Q: 3 clusters Score -2.18852e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131036 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -21888516.000000 Penalty: 5943.774414
	Iteration 12Q: 3 clusters Score -2.188852e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137076 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -21891684.000000 Penalty: 5943.774414
	Iteration 13Q: 3 clusters Score -2.189168e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142765 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -21895000.000000 Penalty: 5943.774414
	Iteration 14Q: 3 clusters Score -2.1895e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147774 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -21898372.000000 Penalty: 5943.774414
	Iteration 15Q: 3 clusters Score -2.189837e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151916 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -21901120.000000 Penalty: 5943.774414
	Iteration 16Q: 3 clusters Score -2.190112e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154968 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -21903152.000000 Penalty: 5943.774414
	Iteration 17Q: 3 clusters Score -2.190315e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156920 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -21904236.000000 Penalty: 5943.774414
	Iteration 18Q: 3 clusters Score -2.190424e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158029 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -21904796.000000 Penalty: 5943.774414
	Iteration 19Q: 3 clusters Score -2.19048e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158642 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -21905110.000000 Penalty: 5943.774414
	Iteration 20F: 3 clusters Score -2.190511e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158981 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -21905328.000000 Penalty: 5943.774414
	Iteration 21Q: 3 clusters Score -2.190533e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159170 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -21905456.000000 Penalty: 5943.774414
	Iteration 22Q: 3 clusters Score -2.190546e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159275 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -21905482.000000 Penalty: 5943.774414
	Iteration 23Q: 3 clusters Score -2.190548e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159352 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -21905508.000000 Penalty: 5943.774414
	Iteration 24Q: 3 clusters Score -2.190551e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159402 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -21905580.000000 Penalty: 5943.774414
	Iteration 25Q: 3 clusters Score -2.190558e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159430 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -21905606.000000 Penalty: 5943.774414
	Iteration 26Q: 3 clusters Score -2.190561e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159454 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -21905590.000000 Penalty: 5943.774414
	Iteration 27Q: 3 clusters Score -2.190559e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159466 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -21905592.000000 Penalty: 5943.774414
	Iteration 28Q: 3 clusters Score -2.190559e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159480 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -21905602.000000 Penalty: 5943.774414
	Iteration 29Q: 3 clusters Score -2.19056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159484 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -21905622.000000 Penalty: 5943.774414
	Iteration 30Q: 3 clusters Score -2.190562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159493 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -21905608.000000 Penalty: 5943.774414
	Iteration 31Q: 3 clusters Score -2.190561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159494 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -21905638.000000 Penalty: 5943.774414
	Iteration 32Q: 3 clusters Score -2.190564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159496 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -21905626.000000 Penalty: 5943.774414
	Iteration 33Q: 3 clusters Score -2.190563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159499 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -21905630.000000 Penalty: 5943.774414
	Iteration 34Q: 3 clusters Score -2.190563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159500 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -21905614.000000 Penalty: 5943.774414
	Iteration 35Q: 3 clusters Score -2.190561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159503 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -21905630.000000 Penalty: 5943.774414
	Iteration 36Q: 3 clusters Score -2.190563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159506 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -21905632.000000 Penalty: 5943.774414
	Iteration 37Q: 3 clusters Score -2.190563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159509 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -21905628.000000 Penalty: 5943.774414
	Iteration 38Q: 3 clusters Score -2.190563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159511 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -21905632.000000 Penalty: 5943.774414
	Iteration 39Q: 3 clusters Score -2.190563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159510 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -21905636.000000 Penalty: 5943.774414
	Iteration 40F: 3 clusters Score -2.190564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Entering Unmasked Estep 
Score: -744497.375000 Penalty: 2144.845947
	Iteration 0F: 2 clusters Score -744497.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -739560.062500 Penalty: 4289.691895
	Iteration 0F: 3 clusters Score -739560.1 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -741103.187500 Penalty: 4289.691895
	Iteration 1F: 3 clusters Score -741103.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -741842.250000 Penalty: 4289.691895
	Iteration 2F: 3 clusters Score -741842.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -742779.562500 Penalty: 4289.691895
	Iteration 3F: 3 clusters Score -742779.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -743730.125000 Penalty: 4289.691895
	Iteration 4F: 3 clusters Score -743730.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -744404.187500 Penalty: 4289.691895
	Iteration 5F: 3 clusters Score -744404.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -744694.625000 Penalty: 4289.691895
	Iteration 6F: 3 clusters Score -744694.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -744843.375000 Penalty: 4289.691895
	Iteration 7Q: 3 clusters Score -744843.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -744947.562500 Penalty: 4289.691895
	Iteration 8Q: 3 clusters Score -744947.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -745018.625000 Penalty: 4289.691895
	Iteration 9Q: 3 clusters Score -745018.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -745071.687500 Penalty: 4289.691895
	Iteration 10Q: 3 clusters Score -745071.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -745109.562500 Penalty: 4289.691895
	Iteration 11Q: 3 clusters Score -745109.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -745135.125000 Penalty: 4289.691895
	Iteration 12Q: 3 clusters Score -745135.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -745152.750000 Penalty: 4289.691895
	Iteration 13Q: 3 clusters Score -745152.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -745159.687500 Penalty: 4289.691895
	Iteration 14Q: 3 clusters Score -745159.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -745165.500000 Penalty: 4289.691895
	Iteration 15Q: 3 clusters Score -745165.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -745173.875000 Penalty: 4289.691895
	Iteration 16Q: 3 clusters Score -745173.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -745179.687500 Penalty: 4289.691895
	Iteration 17Q: 3 clusters Score -745179.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -745183.312500 Penalty: 4289.691895
	Iteration 18Q: 3 clusters Score -745183.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -745184.812500 Penalty: 4289.691895
	Iteration 19Q: 3 clusters Score -745184.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -745185.937500 Penalty: 4289.691895
	Iteration 20F: 3 clusters Score -745185.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6839 members 
Mstep: Class 3 contains 21059 members 
Mstep: Class 4 contains 90499 members 
Mstep: Class 5 contains 4314 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 30182 members 
Mstep: Class 8 contains 4619 members 
Mstep: Class 9 contains 160078 members 
Mstep: Class 10 contains 4188 members 
Mstep: Class 11 contains 26577 members 
Mstep: Class 12 contains 20367 members 
Mstep: Class 13 contains 166502 members 
Mstep: Class 14 contains 21598 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8180 members 
Mstep: Class 17 contains 64401 members 
Mstep: Class 18 contains 37364 members 
Mstep: Class 19 contains 11474 members 
Mstep: Class 20 contains 19800 members 
Mstep: Class 21 contains 3699 members 
Mstep: Class 22 contains 15675 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 6175 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 7021 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 5113 members 
Mstep: Class 29 contains 17651 members 
Mstep: Class 30 contains 510 members 
Mstep: Class 31 contains 615 members 
Mstep: Class 32 contains 1514 members 
Entering Unmasked Estep 
Score: -100890104.000000 Penalty: 107499.523438
Splitting cluster 10 changes total score from -100889640.000000 to -100890104.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 11 (26577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Entering Unmasked Estep 
Score: -3592188.750000 Penalty: 2526.574707
	Iteration 0F: 2 clusters Score -3592189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -3573894.500000 Penalty: 5053.149414
	Iteration 0F: 3 clusters Score -3573894 nChanged 11920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -3580279.750000 Penalty: 5053.149414
	Iteration 1F: 3 clusters Score -3580280 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3580738.000000 Penalty: 5053.149414
	Iteration 2F: 3 clusters Score -3580738 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3581170.500000 Penalty: 5053.149414
	Iteration 3Q: 3 clusters Score -3581170 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -3581704.750000 Penalty: 5053.149414
	Iteration 4Q: 3 clusters Score -3581705 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -3582285.500000 Penalty: 5053.149414
	Iteration 5Q: 3 clusters Score -3582286 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3583025.250000 Penalty: 5053.149414
	Iteration 6F: 3 clusters Score -3583025 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -3583965.250000 Penalty: 5053.149414
	Iteration 7F: 3 clusters Score -3583965 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -3585051.500000 Penalty: 5053.149414
	Iteration 8F: 3 clusters Score -3585052 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -3586184.000000 Penalty: 5053.149414
	Iteration 9F: 3 clusters Score -3586184 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3587310.250000 Penalty: 5053.149414
	Iteration 10Q: 3 clusters Score -3587310 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3588345.250000 Penalty: 5053.149414
	Iteration 11Q: 3 clusters Score -3588345 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -3589229.500000 Penalty: 5053.149414
	Iteration 12Q: 3 clusters Score -3589230 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -3589657.500000 Penalty: 5053.149414
	Iteration 13Q: 3 clusters Score -3589658 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3589859.250000 Penalty: 5053.149414
	Iteration 14Q: 3 clusters Score -3589859 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -3589971.750000 Penalty: 5053.149414
	Iteration 15Q: 3 clusters Score -3589972 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -3590034.500000 Penalty: 5053.149414
	Iteration 16Q: 3 clusters Score -3590034 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -3590047.250000 Penalty: 5053.149414
	Iteration 17Q: 3 clusters Score -3590047 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -3590079.250000 Penalty: 5053.149414
	Iteration 18Q: 3 clusters Score -3590079 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -3590093.750000 Penalty: 5053.149414
	Iteration 19Q: 3 clusters Score -3590094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -3590115.500000 Penalty: 5053.149414
	Iteration 20F: 3 clusters Score -3590116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3590124.250000 Penalty: 5053.149414
	Iteration 21Q: 3 clusters Score -3590124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3590139.250000 Penalty: 5053.149414
	Iteration 22Q: 3 clusters Score -3590139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -3590142.750000 Penalty: 5053.149414
	Iteration 23Q: 3 clusters Score -3590143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -3590153.000000 Penalty: 5053.149414
	Iteration 24Q: 3 clusters Score -3590153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -3590160.250000 Penalty: 5053.149414
	Iteration 25Q: 3 clusters Score -3590160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3590164.000000 Penalty: 5053.149414
	Iteration 26Q: 3 clusters Score -3590164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -3590166.250000 Penalty: 5053.149414
	Iteration 27Q: 3 clusters Score -3590166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -3590167.250000 Penalty: 5053.149414
	Iteration 28Q: 3 clusters Score -3590167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3590165.250000 Penalty: 5053.149414
	Iteration 29Q: 3 clusters Score -3590165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -3590167.500000 Penalty: 5053.149414
	Iteration 30Q: 3 clusters Score -3590168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3590174.250000 Penalty: 5053.149414
	Iteration 31Q: 3 clusters Score -3590174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -3590170.500000 Penalty: 5053.149414
	Iteration 32Q: 3 clusters Score -3590170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3590171.000000 Penalty: 5053.149414
	Iteration 33Q: 3 clusters Score -3590171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3590170.500000 Penalty: 5053.149414
	Iteration 34Q: 3 clusters Score -3590170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -3590174.000000 Penalty: 5053.149414
	Iteration 35Q: 3 clusters Score -3590174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -3590173.500000 Penalty: 5053.149414
	Iteration 36Q: 3 clusters Score -3590174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3590173.000000 Penalty: 5053.149414
	Iteration 37Q: 3 clusters Score -3590173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -3590171.750000 Penalty: 5053.149414
	Iteration 38Q: 3 clusters Score -3590172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -3590179.500000 Penalty: 5053.149414
	Iteration 39Q: 3 clusters Score -3590180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -3590181.000000 Penalty: 5053.149414
	Iteration 40F: 3 clusters Score -3590181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3590181.750000 Penalty: 5053.149414
	Iteration 41Q: 3 clusters Score -3590182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3590182.250000 Penalty: 5053.149414
	Iteration 42Q: 3 clusters Score -3590182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3590184.250000 Penalty: 5053.149414
	Iteration 43Q: 3 clusters Score -3590184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -3590183.000000 Penalty: 5053.149414
	Iteration 44Q: 3 clusters Score -3590183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -3590183.000000 Penalty: 5053.149414
	Iteration 45F: 3 clusters Score -3590183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Entering Unmasked Estep 
Score: -2607971.500000 Penalty: 2460.574463
	Iteration 0F: 2 clusters Score -2607972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2593643.000000 Penalty: 4921.148926
	Iteration 0F: 3 clusters Score -2593643 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2598557.250000 Penalty: 4921.148926
	Iteration 1F: 3 clusters Score -2598557 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2599087.500000 Penalty: 4921.148926
	Iteration 2F: 3 clusters Score -2599088 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2599624.000000 Penalty: 4921.148926
	Iteration 3F: 3 clusters Score -2599624 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2600130.750000 Penalty: 4921.148926
	Iteration 4F: 3 clusters Score -2600131 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2600745.750000 Penalty: 4921.148926
	Iteration 5F: 3 clusters Score -2600746 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2601488.000000 Penalty: 4921.148926
	Iteration 6F: 3 clusters Score -2601488 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2602318.500000 Penalty: 4921.148926
	Iteration 7F: 3 clusters Score -2602318 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2603185.500000 Penalty: 4921.148926
	Iteration 8F: 3 clusters Score -2603186 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2603971.000000 Penalty: 4921.148926
	Iteration 9Q: 3 clusters Score -2603971 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2604608.250000 Penalty: 4921.148926
	Iteration 10Q: 3 clusters Score -2604608 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2605082.000000 Penalty: 4921.148926
	Iteration 11Q: 3 clusters Score -2605082 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2605416.000000 Penalty: 4921.148926
	Iteration 12Q: 3 clusters Score -2605416 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2605646.500000 Penalty: 4921.148926
	Iteration 13Q: 3 clusters Score -2605646 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2605803.000000 Penalty: 4921.148926
	Iteration 14Q: 3 clusters Score -2605803 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2605905.000000 Penalty: 4921.148926
	Iteration 15Q: 3 clusters Score -2605905 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2605990.500000 Penalty: 4921.148926
	Iteration 16Q: 3 clusters Score -2605990 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2606054.750000 Penalty: 4921.148926
	Iteration 17Q: 3 clusters Score -2606055 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2606092.250000 Penalty: 4921.148926
	Iteration 18Q: 3 clusters Score -2606092 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2606115.750000 Penalty: 4921.148926
	Iteration 19Q: 3 clusters Score -2606116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2606131.000000 Penalty: 4921.148926
	Iteration 20F: 3 clusters Score -2606131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2606142.250000 Penalty: 4921.148926
	Iteration 21Q: 3 clusters Score -2606142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2606151.500000 Penalty: 4921.148926
	Iteration 22Q: 3 clusters Score -2606152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2606164.000000 Penalty: 4921.148926
	Iteration 23Q: 3 clusters Score -2606164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2606167.500000 Penalty: 4921.148926
	Iteration 24Q: 3 clusters Score -2606168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2606182.000000 Penalty: 4921.148926
	Iteration 25Q: 3 clusters Score -2606182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2606200.750000 Penalty: 4921.148926
	Iteration 26Q: 3 clusters Score -2606201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2606211.500000 Penalty: 4921.148926
	Iteration 27Q: 3 clusters Score -2606212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2606218.500000 Penalty: 4921.148926
	Iteration 28Q: 3 clusters Score -2606218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2606231.750000 Penalty: 4921.148926
	Iteration 29Q: 3 clusters Score -2606232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2606245.250000 Penalty: 4921.148926
	Iteration 30Q: 3 clusters Score -2606245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2606252.500000 Penalty: 4921.148926
	Iteration 31Q: 3 clusters Score -2606252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2606260.500000 Penalty: 4921.148926
	Iteration 32Q: 3 clusters Score -2606260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2606271.000000 Penalty: 4921.148926
	Iteration 33Q: 3 clusters Score -2606271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2606282.750000 Penalty: 4921.148926
	Iteration 34Q: 3 clusters Score -2606283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2606286.750000 Penalty: 4921.148926
	Iteration 35Q: 3 clusters Score -2606287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2606294.500000 Penalty: 4921.148926
	Iteration 36Q: 3 clusters Score -2606294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2606295.500000 Penalty: 4921.148926
	Iteration 37Q: 3 clusters Score -2606296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2606305.000000 Penalty: 4921.148926
	Iteration 38Q: 3 clusters Score -2606305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2606310.000000 Penalty: 4921.148926
	Iteration 39Q: 3 clusters Score -2606310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2606319.750000 Penalty: 4921.148926
	Iteration 40F: 3 clusters Score -2606320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2606331.750000 Penalty: 4921.148926
	Iteration 41Q: 3 clusters Score -2606332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2606342.500000 Penalty: 4921.148926
	Iteration 42Q: 3 clusters Score -2606342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2606360.000000 Penalty: 4921.148926
	Iteration 43Q: 3 clusters Score -2606360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2606375.000000 Penalty: 4921.148926
	Iteration 44Q: 3 clusters Score -2606375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2606389.000000 Penalty: 4921.148926
	Iteration 45Q: 3 clusters Score -2606389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2606397.750000 Penalty: 4921.148926
	Iteration 46Q: 3 clusters Score -2606398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2606409.250000 Penalty: 4921.148926
	Iteration 47Q: 3 clusters Score -2606409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2606417.500000 Penalty: 4921.148926
	Iteration 48Q: 3 clusters Score -2606418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2606418.750000 Penalty: 4921.148926
	Iteration 49Q: 3 clusters Score -2606419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2606421.250000 Penalty: 4921.148926
	Iteration 50Q: 3 clusters Score -2606421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2606420.000000 Penalty: 4921.148926
	Iteration 51Q: 3 clusters Score -2606420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2606419.750000 Penalty: 4921.148926
	Iteration 52Q: 3 clusters Score -2606420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2606424.250000 Penalty: 4921.148926
	Iteration 53Q: 3 clusters Score -2606424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2606425.000000 Penalty: 4921.148926
	Iteration 54Q: 3 clusters Score -2606425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2606425.000000 Penalty: 4921.148926
	Iteration 55F: 3 clusters Score -2606425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (166502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166502 members 
Entering Unmasked Estep 
Score: -22762694.000000 Penalty: 2981.645020
	Iteration 0F: 2 clusters Score -2.276269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83216 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -22651112.000000 Penalty: 5963.290039
	Iteration 0F: 3 clusters Score -2.265111e+07 nChanged 79762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83284 members 
Mstep: Class 2 contains 83218 members 
Entering Unmasked Estep 
Score: -22697488.000000 Penalty: 5963.290039
	Iteration 1F: 3 clusters Score -2.269749e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83525 members 
Mstep: Class 2 contains 82977 members 
Entering Unmasked Estep 
Score: -22698254.000000 Penalty: 5963.290039
	Iteration 2Q: 3 clusters Score -2.269825e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84019 members 
Mstep: Class 2 contains 82483 members 
Entering Unmasked Estep 
Score: -22699104.000000 Penalty: 5963.290039
	Iteration 3Q: 3 clusters Score -2.26991e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84774 members 
Mstep: Class 2 contains 81728 members 
Entering Unmasked Estep 
Score: -22700174.000000 Penalty: 5963.290039
	Iteration 4Q: 3 clusters Score -2.270017e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85877 members 
Mstep: Class 2 contains 80625 members 
Entering Unmasked Estep 
Score: -22701540.000000 Penalty: 5963.290039
	Iteration 5Q: 3 clusters Score -2.270154e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87404 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -22703082.000000 Penalty: 5963.290039
	Iteration 6Q: 3 clusters Score -2.270308e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89459 members 
Mstep: Class 2 contains 77043 members 
Entering Unmasked Estep 
Score: -22705186.000000 Penalty: 5963.290039
	Iteration 7Q: 3 clusters Score -2.270519e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92342 members 
Mstep: Class 2 contains 74160 members 
Entering Unmasked Estep 
Score: -22707808.000000 Penalty: 5963.290039
	Iteration 8Q: 3 clusters Score -2.270781e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96050 members 
Mstep: Class 2 contains 70452 members 
Entering Unmasked Estep 
Score: -22711542.000000 Penalty: 5963.290039
	Iteration 9Q: 3 clusters Score -2.271154e+07 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100684 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -22716204.000000 Penalty: 5963.290039
	Iteration 10F: 3 clusters Score -2.27162e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105803 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -22722186.000000 Penalty: 5963.290039
	Iteration 11F: 3 clusters Score -2.272219e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110742 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -22728504.000000 Penalty: 5963.290039
	Iteration 12F: 3 clusters Score -2.27285e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114921 members 
Mstep: Class 2 contains 51581 members 
Entering Unmasked Estep 
Score: -22733486.000000 Penalty: 5963.290039
	Iteration 13Q: 3 clusters Score -2.273349e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118378 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -22736054.000000 Penalty: 5963.290039
	Iteration 14Q: 3 clusters Score -2.273605e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121575 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -22737474.000000 Penalty: 5963.290039
	Iteration 15Q: 3 clusters Score -2.273747e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124878 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -22738782.000000 Penalty: 5963.290039
	Iteration 16Q: 3 clusters Score -2.273878e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128208 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -22740080.000000 Penalty: 5963.290039
	Iteration 17Q: 3 clusters Score -2.274008e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131562 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -22741446.000000 Penalty: 5963.290039
	Iteration 18Q: 3 clusters Score -2.274145e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134958 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -22742934.000000 Penalty: 5963.290039
	Iteration 19Q: 3 clusters Score -2.274293e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138315 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -22744364.000000 Penalty: 5963.290039
	Iteration 20F: 3 clusters Score -2.274436e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141618 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -22745776.000000 Penalty: 5963.290039
	Iteration 21Q: 3 clusters Score -2.274578e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144943 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -22747274.000000 Penalty: 5963.290039
	Iteration 22Q: 3 clusters Score -2.274727e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148107 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -22748948.000000 Penalty: 5963.290039
	Iteration 23Q: 3 clusters Score -2.274895e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151168 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -22750722.000000 Penalty: 5963.290039
	Iteration 24Q: 3 clusters Score -2.275072e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154027 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -22752428.000000 Penalty: 5963.290039
	Iteration 25Q: 3 clusters Score -2.275243e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156615 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -22754090.000000 Penalty: 5963.290039
	Iteration 26Q: 3 clusters Score -2.275409e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158942 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -22755664.000000 Penalty: 5963.290039
	Iteration 27Q: 3 clusters Score -2.275566e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160896 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -22756926.000000 Penalty: 5963.290039
	Iteration 28Q: 3 clusters Score -2.275693e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162378 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -22757974.000000 Penalty: 5963.290039
	Iteration 29Q: 3 clusters Score -2.275797e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163441 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -22758674.000000 Penalty: 5963.290039
	Iteration 30Q: 3 clusters Score -2.275867e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164185 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -22759204.000000 Penalty: 5963.290039
	Iteration 31Q: 3 clusters Score -2.27592e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164675 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -22759562.000000 Penalty: 5963.290039
	Iteration 32Q: 3 clusters Score -2.275956e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165001 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -22759790.000000 Penalty: 5963.290039
	Iteration 33Q: 3 clusters Score -2.275979e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165213 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -22759904.000000 Penalty: 5963.290039
	Iteration 34Q: 3 clusters Score -2.27599e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165365 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -22760020.000000 Penalty: 5963.290039
	Iteration 35Q: 3 clusters Score -2.276002e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165444 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -22760166.000000 Penalty: 5963.290039
	Iteration 36Q: 3 clusters Score -2.276017e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165515 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -22760260.000000 Penalty: 5963.290039
	Iteration 37Q: 3 clusters Score -2.276026e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165558 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -22760328.000000 Penalty: 5963.290039
	Iteration 38Q: 3 clusters Score -2.276033e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165585 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -22760348.000000 Penalty: 5963.290039
	Iteration 39Q: 3 clusters Score -2.276035e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165606 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -22760384.000000 Penalty: 5963.290039
	Iteration 40F: 3 clusters Score -2.276038e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165628 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -22760414.000000 Penalty: 5963.290039
	Iteration 41Q: 3 clusters Score -2.276041e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165645 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -22760414.000000 Penalty: 5963.290039
	Iteration 42Q: 3 clusters Score -2.276041e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165654 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -22760440.000000 Penalty: 5963.290039
	Iteration 43Q: 3 clusters Score -2.276044e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165677 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -22760466.000000 Penalty: 5963.290039
	Iteration 44Q: 3 clusters Score -2.276047e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165686 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -22760476.000000 Penalty: 5963.290039
	Iteration 45Q: 3 clusters Score -2.276048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165694 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -22760476.000000 Penalty: 5963.290039
	Iteration 46Q: 3 clusters Score -2.276048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165698 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -22760474.000000 Penalty: 5963.290039
	Iteration 47Q: 3 clusters Score -2.276047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165695 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -22760476.000000 Penalty: 5963.290039
	Iteration 48Q: 3 clusters Score -2.276048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165696 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -22760474.000000 Penalty: 5963.290039
	Iteration 49Q: 3 clusters Score -2.276047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165697 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -22760470.000000 Penalty: 5963.290039
	Iteration 50Q: 3 clusters Score -2.276047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165697 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -22760470.000000 Penalty: 5963.290039
	Iteration 51F: 3 clusters Score -2.276047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Entering Unmasked Estep 
Score: -2929924.000000 Penalty: 2475.128418
	Iteration 0F: 2 clusters Score -2929924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2914891.000000 Penalty: 4950.256836
	Iteration 0F: 3 clusters Score -2914891 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2919986.500000 Penalty: 4950.256836
	Iteration 1F: 3 clusters Score -2919986 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2920557.500000 Penalty: 4950.256836
	Iteration 2F: 3 clusters Score -2920558 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2921264.750000 Penalty: 4950.256836
	Iteration 3F: 3 clusters Score -2921265 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2922222.500000 Penalty: 4950.256836
	Iteration 4F: 3 clusters Score -2922222 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2923381.250000 Penalty: 4950.256836
	Iteration 5F: 3 clusters Score -2923381 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2924520.250000 Penalty: 4950.256836
	Iteration 6F: 3 clusters Score -2924520 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2925604.500000 Penalty: 4950.256836
	Iteration 7F: 3 clusters Score -2925604 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2926589.750000 Penalty: 4950.256836
	Iteration 8F: 3 clusters Score -2926590 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2927376.250000 Penalty: 4950.256836
	Iteration 9Q: 3 clusters Score -2927376 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2927938.250000 Penalty: 4950.256836
	Iteration 10Q: 3 clusters Score -2927938 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2928352.250000 Penalty: 4950.256836
	Iteration 11Q: 3 clusters Score -2928352 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2928612.750000 Penalty: 4950.256836
	Iteration 12Q: 3 clusters Score -2928613 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2928759.000000 Penalty: 4950.256836
	Iteration 13Q: 3 clusters Score -2928759 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2928858.250000 Penalty: 4950.256836
	Iteration 14Q: 3 clusters Score -2928858 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2928924.750000 Penalty: 4950.256836
	Iteration 15Q: 3 clusters Score -2928925 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2928981.750000 Penalty: 4950.256836
	Iteration 16Q: 3 clusters Score -2928982 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2929041.750000 Penalty: 4950.256836
	Iteration 17Q: 3 clusters Score -2929042 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2929081.000000 Penalty: 4950.256836
	Iteration 18Q: 3 clusters Score -2929081 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2929116.750000 Penalty: 4950.256836
	Iteration 19Q: 3 clusters Score -2929117 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2929165.250000 Penalty: 4950.256836
	Iteration 20F: 3 clusters Score -2929165 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2929208.250000 Penalty: 4950.256836
	Iteration 21Q: 3 clusters Score -2929208 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2929254.500000 Penalty: 4950.256836
	Iteration 22Q: 3 clusters Score -2929254 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2929302.000000 Penalty: 4950.256836
	Iteration 23Q: 3 clusters Score -2929302 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2929371.750000 Penalty: 4950.256836
	Iteration 24Q: 3 clusters Score -2929372 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2929450.000000 Penalty: 4950.256836
	Iteration 25Q: 3 clusters Score -2929450 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2929519.000000 Penalty: 4950.256836
	Iteration 26Q: 3 clusters Score -2929519 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2929573.250000 Penalty: 4950.256836
	Iteration 27Q: 3 clusters Score -2929573 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2929608.000000 Penalty: 4950.256836
	Iteration 28Q: 3 clusters Score -2929608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2929622.500000 Penalty: 4950.256836
	Iteration 29Q: 3 clusters Score -2929622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2929636.250000 Penalty: 4950.256836
	Iteration 30Q: 3 clusters Score -2929636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2929651.750000 Penalty: 4950.256836
	Iteration 31Q: 3 clusters Score -2929652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2929645.750000 Penalty: 4950.256836
	Iteration 32Q: 3 clusters Score -2929646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2929648.000000 Penalty: 4950.256836
	Iteration 33Q: 3 clusters Score -2929648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2929648.000000 Penalty: 4950.256836
	Iteration 34Q: 3 clusters Score -2929648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2929648.500000 Penalty: 4950.256836
	Iteration 35Q: 3 clusters Score -2929648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2929652.750000 Penalty: 4950.256836
	Iteration 36Q: 3 clusters Score -2929653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2929647.500000 Penalty: 4950.256836
	Iteration 37Q: 3 clusters Score -2929648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2929647.500000 Penalty: 4950.256836
	Iteration 38F: 3 clusters Score -2929648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -59407.621094 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -59407.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57938.011719 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -57938.01 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58519.742188 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -58519.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58869.121094 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -58869.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -58999.882812 Penalty: 3168.726318
	Iteration 3F: 3 clusters Score -58999.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59148.671875 Penalty: 3168.726318
	Iteration 4F: 3 clusters Score -59148.67 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -59439.230469 Penalty: 3168.726318
	Iteration 5F: 3 clusters Score -59439.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -59534.667969 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -59534.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -59569.230469 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -59569.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -59599.156250 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -59599.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -59622.617188 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -59622.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -59633.710938 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -59633.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -59644.433594 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -59644.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -59650.359375 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -59650.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -59689.898438 Penalty: 3168.726318
	Iteration 13Q: 3 clusters Score -59689.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -59697.949219 Penalty: 3168.726318
	Iteration 14Q: 3 clusters Score -59697.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -59700.585938 Penalty: 3168.726318
	Iteration 15Q: 3 clusters Score -59700.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -59700.585938 Penalty: 3168.726318
	Iteration 16F: 3 clusters Score -59700.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6839 members 
Mstep: Class 3 contains 21059 members 
Mstep: Class 4 contains 90499 members 
Mstep: Class 5 contains 4314 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 30182 members 
Mstep: Class 8 contains 4619 members 
Mstep: Class 9 contains 160078 members 
Mstep: Class 10 contains 4188 members 
Mstep: Class 11 contains 26577 members 
Mstep: Class 12 contains 20367 members 
Mstep: Class 13 contains 166502 members 
Mstep: Class 14 contains 21598 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8180 members 
Mstep: Class 17 contains 64401 members 
Mstep: Class 18 contains 37364 members 
Mstep: Class 19 contains 11474 members 
Mstep: Class 20 contains 19800 members 
Mstep: Class 21 contains 3699 members 
Mstep: Class 22 contains 15675 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 6175 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 7021 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 5113 members 
Mstep: Class 29 contains 17651 members 
Mstep: Class 30 contains 510 members 
Mstep: Class 31 contains 615 members 
Mstep: Class 32 contains 1514 members 
Mstep: Class 33 contains 469 members 
Entering Unmasked Estep 
Score: -100888688.000000 Penalty: 110858.882812
Splitting cluster 15 changes total score from -100889640.000000 to -100888688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (8180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Entering Unmasked Estep 
Score: -1043352.062500 Penalty: 2234.342773
	Iteration 0F: 2 clusters Score -1043352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1036941.937500 Penalty: 4468.685547
	Iteration 0F: 3 clusters Score -1036942 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1038913.687500 Penalty: 4468.685547
	Iteration 1F: 3 clusters Score -1038914 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1039384.500000 Penalty: 4468.685547
	Iteration 2F: 3 clusters Score -1039384 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1039830.000000 Penalty: 4468.685547
	Iteration 3F: 3 clusters Score -1039830 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1040246.250000 Penalty: 4468.685547
	Iteration 4F: 3 clusters Score -1040246 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1040556.062500 Penalty: 4468.685547
	Iteration 5F: 3 clusters Score -1040556 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1040799.437500 Penalty: 4468.685547
	Iteration 6Q: 3 clusters Score -1040799 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1040998.562500 Penalty: 4468.685547
	Iteration 7Q: 3 clusters Score -1040999 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1041167.187500 Penalty: 4468.685547
	Iteration 8Q: 3 clusters Score -1041167 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1041275.812500 Penalty: 4468.685547
	Iteration 9Q: 3 clusters Score -1041276 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1041359.312500 Penalty: 4468.685547
	Iteration 10Q: 3 clusters Score -1041359 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1041437.125000 Penalty: 4468.685547
	Iteration 11Q: 3 clusters Score -1041437 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1041526.687500 Penalty: 4468.685547
	Iteration 12Q: 3 clusters Score -1041527 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1041608.937500 Penalty: 4468.685547
	Iteration 13Q: 3 clusters Score -1041609 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1041701.250000 Penalty: 4468.685547
	Iteration 14Q: 3 clusters Score -1041701 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1041801.812500 Penalty: 4468.685547
	Iteration 15Q: 3 clusters Score -1041802 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1041899.062500 Penalty: 4468.685547
	Iteration 16Q: 3 clusters Score -1041899 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1041991.875000 Penalty: 4468.685547
	Iteration 17Q: 3 clusters Score -1041992 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1042049.625000 Penalty: 4468.685547
	Iteration 18Q: 3 clusters Score -1042050 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1042083.500000 Penalty: 4468.685547
	Iteration 19Q: 3 clusters Score -1042084 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1042102.062500 Penalty: 4468.685547
	Iteration 20F: 3 clusters Score -1042102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1042115.937500 Penalty: 4468.685547
	Iteration 21Q: 3 clusters Score -1042116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1042122.187500 Penalty: 4468.685547
	Iteration 22Q: 3 clusters Score -1042122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1042130.125000 Penalty: 4468.685547
	Iteration 23Q: 3 clusters Score -1042130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1042135.500000 Penalty: 4468.685547
	Iteration 24Q: 3 clusters Score -1042136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1042140.375000 Penalty: 4468.685547
	Iteration 25Q: 3 clusters Score -1042140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1042142.062500 Penalty: 4468.685547
	Iteration 26Q: 3 clusters Score -1042142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1042145.062500 Penalty: 4468.685547
	Iteration 27Q: 3 clusters Score -1042145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1042148.125000 Penalty: 4468.685547
	Iteration 28Q: 3 clusters Score -1042148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1042149.500000 Penalty: 4468.685547
	Iteration 29Q: 3 clusters Score -1042150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1042148.187500 Penalty: 4468.685547
	Iteration 30Q: 3 clusters Score -1042148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1042148.312500 Penalty: 4468.685547
	Iteration 31Q: 3 clusters Score -1042148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1042149.062500 Penalty: 4468.685547
	Iteration 32Q: 3 clusters Score -1042149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1042148.937500 Penalty: 4468.685547
	Iteration 33Q: 3 clusters Score -1042149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1042149.625000 Penalty: 4468.685547
	Iteration 34Q: 3 clusters Score -1042150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1042151.375000 Penalty: 4468.685547
	Iteration 35Q: 3 clusters Score -1042151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1042151.562500 Penalty: 4468.685547
	Iteration 36Q: 3 clusters Score -1042152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1042153.312500 Penalty: 4468.685547
	Iteration 37Q: 3 clusters Score -1042153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1042152.875000 Penalty: 4468.685547
	Iteration 38Q: 3 clusters Score -1042153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1042153.125000 Penalty: 4468.685547
	Iteration 39Q: 3 clusters Score -1042153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1042153.687500 Penalty: 4468.685547
	Iteration 40F: 3 clusters Score -1042154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1042154.500000 Penalty: 4468.685547
	Iteration 41Q: 3 clusters Score -1042154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1042152.937500 Penalty: 4468.685547
	Iteration 42Q: 3 clusters Score -1042153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1042152.937500 Penalty: 4468.685547
	Iteration 43F: 3 clusters Score -1042153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (64401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Entering Unmasked Estep 
Score: -8696327.000000 Penalty: 2746.075439
	Iteration 0F: 2 clusters Score -8696327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -8652976.000000 Penalty: 5492.150879
	Iteration 0F: 3 clusters Score -8652976 nChanged 30127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -8669994.000000 Penalty: 5492.150879
	Iteration 1F: 3 clusters Score -8669994 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -8670586.000000 Penalty: 5492.150879
	Iteration 2Q: 3 clusters Score -8670586 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -8671109.000000 Penalty: 5492.150879
	Iteration 3Q: 3 clusters Score -8671109 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -8671721.000000 Penalty: 5492.150879
	Iteration 4Q: 3 clusters Score -8671721 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -8672484.000000 Penalty: 5492.150879
	Iteration 5Q: 3 clusters Score -8672484 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -8673371.000000 Penalty: 5492.150879
	Iteration 6Q: 3 clusters Score -8673371 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -8674559.000000 Penalty: 5492.150879
	Iteration 7Q: 3 clusters Score -8674559 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -8676160.000000 Penalty: 5492.150879
	Iteration 8F: 3 clusters Score -8676160 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -8678324.000000 Penalty: 5492.150879
	Iteration 9F: 3 clusters Score -8678324 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -8680818.000000 Penalty: 5492.150879
	Iteration 10F: 3 clusters Score -8680818 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -8683630.000000 Penalty: 5492.150879
	Iteration 11F: 3 clusters Score -8683630 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -8686339.000000 Penalty: 5492.150879
	Iteration 12F: 3 clusters Score -8686339 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -8688797.000000 Penalty: 5492.150879
	Iteration 13Q: 3 clusters Score -8688797 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -8690686.000000 Penalty: 5492.150879
	Iteration 14Q: 3 clusters Score -8690686 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60920 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -8692047.000000 Penalty: 5492.150879
	Iteration 15Q: 3 clusters Score -8692047 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -8692808.000000 Penalty: 5492.150879
	Iteration 16Q: 3 clusters Score -8692808 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8693226.000000 Penalty: 5492.150879
	Iteration 17Q: 3 clusters Score -8693226 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8693492.000000 Penalty: 5492.150879
	Iteration 18Q: 3 clusters Score -8693492 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8693630.000000 Penalty: 5492.150879
	Iteration 19Q: 3 clusters Score -8693630 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8693736.000000 Penalty: 5492.150879
	Iteration 20F: 3 clusters Score -8693736 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8693802.000000 Penalty: 5492.150879
	Iteration 21Q: 3 clusters Score -8693802 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8693843.000000 Penalty: 5492.150879
	Iteration 22Q: 3 clusters Score -8693843 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8693888.000000 Penalty: 5492.150879
	Iteration 23Q: 3 clusters Score -8693888 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8693922.000000 Penalty: 5492.150879
	Iteration 24Q: 3 clusters Score -8693922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63230 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8693957.000000 Penalty: 5492.150879
	Iteration 25Q: 3 clusters Score -8693957 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8693963.000000 Penalty: 5492.150879
	Iteration 26Q: 3 clusters Score -8693963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63280 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8693987.000000 Penalty: 5492.150879
	Iteration 27Q: 3 clusters Score -8693987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8693986.000000 Penalty: 5492.150879
	Iteration 28Q: 3 clusters Score -8693986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8693993.000000 Penalty: 5492.150879
	Iteration 29Q: 3 clusters Score -8693993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63320 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8694015.000000 Penalty: 5492.150879
	Iteration 30Q: 3 clusters Score -8694015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8694013.000000 Penalty: 5492.150879
	Iteration 31Q: 3 clusters Score -8694013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8694029.000000 Penalty: 5492.150879
	Iteration 32Q: 3 clusters Score -8694029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63375 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8694043.000000 Penalty: 5492.150879
	Iteration 33Q: 3 clusters Score -8694043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8694055.000000 Penalty: 5492.150879
	Iteration 34Q: 3 clusters Score -8694055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63387 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8694056.000000 Penalty: 5492.150879
	Iteration 35Q: 3 clusters Score -8694056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63393 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8694063.000000 Penalty: 5492.150879
	Iteration 36Q: 3 clusters Score -8694063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8694064.000000 Penalty: 5492.150879
	Iteration 37Q: 3 clusters Score -8694064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8694059.000000 Penalty: 5492.150879
	Iteration 38Q: 3 clusters Score -8694059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8694061.000000 Penalty: 5492.150879
	Iteration 39Q: 3 clusters Score -8694061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63406 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8694059.000000 Penalty: 5492.150879
	Iteration 40F: 3 clusters Score -8694059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8694055.000000 Penalty: 5492.150879
	Iteration 41Q: 3 clusters Score -8694055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8694053.000000 Penalty: 5492.150879
	Iteration 42Q: 3 clusters Score -8694053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8694064.000000 Penalty: 5492.150879
	Iteration 43Q: 3 clusters Score -8694064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8694067.000000 Penalty: 5492.150879
	Iteration 44Q: 3 clusters Score -8694067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63417 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8694070.000000 Penalty: 5492.150879
	Iteration 45Q: 3 clusters Score -8694070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63423 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8694067.000000 Penalty: 5492.150879
	Iteration 46Q: 3 clusters Score -8694067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63426 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8694068.000000 Penalty: 5492.150879
	Iteration 47Q: 3 clusters Score -8694068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63427 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8694075.000000 Penalty: 5492.150879
	Iteration 48Q: 3 clusters Score -8694075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8694077.000000 Penalty: 5492.150879
	Iteration 49Q: 3 clusters Score -8694077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8694073.000000 Penalty: 5492.150879
	Iteration 50Q: 3 clusters Score -8694073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63434 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8694077.000000 Penalty: 5492.150879
	Iteration 51Q: 3 clusters Score -8694077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63437 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8694072.000000 Penalty: 5492.150879
	Iteration 52Q: 3 clusters Score -8694072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8694081.000000 Penalty: 5492.150879
	Iteration 53Q: 3 clusters Score -8694081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8694081.000000 Penalty: 5492.150879
	Iteration 54F: 3 clusters Score -8694081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Entering Unmasked Estep 
Score: -5197573.500000 Penalty: 2611.058838
	Iteration 0F: 2 clusters Score -5197574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -5172178.500000 Penalty: 5222.117676
	Iteration 0F: 3 clusters Score -5172178 nChanged 17006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -5181354.000000 Penalty: 5222.117676
	Iteration 1F: 3 clusters Score -5181354 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -5181853.500000 Penalty: 5222.117676
	Iteration 2Q: 3 clusters Score -5181854 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -5182267.000000 Penalty: 5222.117676
	Iteration 3Q: 3 clusters Score -5182267 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -5182656.500000 Penalty: 5222.117676
	Iteration 4Q: 3 clusters Score -5182656 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -5182985.500000 Penalty: 5222.117676
	Iteration 5Q: 3 clusters Score -5182986 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -5183248.000000 Penalty: 5222.117676
	Iteration 6Q: 3 clusters Score -5183248 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -5183535.500000 Penalty: 5222.117676
	Iteration 7Q: 3 clusters Score -5183536 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -5183838.500000 Penalty: 5222.117676
	Iteration 8Q: 3 clusters Score -5183838 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -5184286.000000 Penalty: 5222.117676
	Iteration 9Q: 3 clusters Score -5184286 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -5184937.000000 Penalty: 5222.117676
	Iteration 10Q: 3 clusters Score -5184937 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -5185845.500000 Penalty: 5222.117676
	Iteration 11Q: 3 clusters Score -5185846 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -5187024.500000 Penalty: 5222.117676
	Iteration 12F: 3 clusters Score -5187024 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -5188543.000000 Penalty: 5222.117676
	Iteration 13F: 3 clusters Score -5188543 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -5190168.000000 Penalty: 5222.117676
	Iteration 14F: 3 clusters Score -5190168 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -5191603.500000 Penalty: 5222.117676
	Iteration 15Q: 3 clusters Score -5191604 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -5192699.000000 Penalty: 5222.117676
	Iteration 16Q: 3 clusters Score -5192699 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -5193440.000000 Penalty: 5222.117676
	Iteration 17Q: 3 clusters Score -5193440 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -5193924.500000 Penalty: 5222.117676
	Iteration 18Q: 3 clusters Score -5193924 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -5194315.500000 Penalty: 5222.117676
	Iteration 19Q: 3 clusters Score -5194316 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -5194540.500000 Penalty: 5222.117676
	Iteration 20F: 3 clusters Score -5194540 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -5194710.500000 Penalty: 5222.117676
	Iteration 21Q: 3 clusters Score -5194710 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -5194865.000000 Penalty: 5222.117676
	Iteration 22Q: 3 clusters Score -5194865 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -5194984.500000 Penalty: 5222.117676
	Iteration 23Q: 3 clusters Score -5194984 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -5195055.500000 Penalty: 5222.117676
	Iteration 24Q: 3 clusters Score -5195056 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -5195113.500000 Penalty: 5222.117676
	Iteration 25Q: 3 clusters Score -5195114 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -5195162.500000 Penalty: 5222.117676
	Iteration 26Q: 3 clusters Score -5195162 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -5195197.000000 Penalty: 5222.117676
	Iteration 27Q: 3 clusters Score -5195197 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -5195230.000000 Penalty: 5222.117676
	Iteration 28Q: 3 clusters Score -5195230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -5195251.000000 Penalty: 5222.117676
	Iteration 29Q: 3 clusters Score -5195251 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -5195273.000000 Penalty: 5222.117676
	Iteration 30Q: 3 clusters Score -5195273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -5195299.000000 Penalty: 5222.117676
	Iteration 31Q: 3 clusters Score -5195299 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -5195318.500000 Penalty: 5222.117676
	Iteration 32Q: 3 clusters Score -5195318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -5195327.000000 Penalty: 5222.117676
	Iteration 33Q: 3 clusters Score -5195327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -5195336.500000 Penalty: 5222.117676
	Iteration 34Q: 3 clusters Score -5195336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -5195355.000000 Penalty: 5222.117676
	Iteration 35Q: 3 clusters Score -5195355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -5195358.000000 Penalty: 5222.117676
	Iteration 36Q: 3 clusters Score -5195358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -5195366.000000 Penalty: 5222.117676
	Iteration 37Q: 3 clusters Score -5195366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -5195373.000000 Penalty: 5222.117676
	Iteration 38Q: 3 clusters Score -5195373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -5195375.000000 Penalty: 5222.117676
	Iteration 39Q: 3 clusters Score -5195375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -5195377.500000 Penalty: 5222.117676
	Iteration 40F: 3 clusters Score -5195378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -5195380.000000 Penalty: 5222.117676
	Iteration 41Q: 3 clusters Score -5195380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -5195379.500000 Penalty: 5222.117676
	Iteration 42Q: 3 clusters Score -5195380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -5195380.000000 Penalty: 5222.117676
	Iteration 43Q: 3 clusters Score -5195380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -5195376.000000 Penalty: 5222.117676
	Iteration 44Q: 3 clusters Score -5195376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -5195385.000000 Penalty: 5222.117676
	Iteration 45Q: 3 clusters Score -5195385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -5195390.000000 Penalty: 5222.117676
	Iteration 46Q: 3 clusters Score -5195390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -5195392.000000 Penalty: 5222.117676
	Iteration 47Q: 3 clusters Score -5195392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -5195395.000000 Penalty: 5222.117676
	Iteration 48Q: 3 clusters Score -5195395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -5195390.000000 Penalty: 5222.117676
	Iteration 49Q: 3 clusters Score -5195390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -5195390.000000 Penalty: 5222.117676
	Iteration 50F: 3 clusters Score -5195390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Entering Unmasked Estep 
Score: -1559027.125000 Penalty: 2318.264160
	Iteration 0F: 2 clusters Score -1559027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1550448.000000 Penalty: 4636.528320
	Iteration 0F: 3 clusters Score -1550448 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1552914.125000 Penalty: 4636.528320
	Iteration 1F: 3 clusters Score -1552914 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1553206.000000 Penalty: 4636.528320
	Iteration 2F: 3 clusters Score -1553206 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1553465.750000 Penalty: 4636.528320
	Iteration 3Q: 3 clusters Score -1553466 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1553742.750000 Penalty: 4636.528320
	Iteration 4Q: 3 clusters Score -1553743 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1554049.000000 Penalty: 4636.528320
	Iteration 5Q: 3 clusters Score -1554049 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1554437.250000 Penalty: 4636.528320
	Iteration 6F: 3 clusters Score -1554437 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1554901.500000 Penalty: 4636.528320
	Iteration 7F: 3 clusters Score -1554902 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1555414.000000 Penalty: 4636.528320
	Iteration 8F: 3 clusters Score -1555414 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1555877.625000 Penalty: 4636.528320
	Iteration 9F: 3 clusters Score -1555878 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1556191.750000 Penalty: 4636.528320
	Iteration 10Q: 3 clusters Score -1556192 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1556416.750000 Penalty: 4636.528320
	Iteration 11Q: 3 clusters Score -1556417 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1556568.375000 Penalty: 4636.528320
	Iteration 12Q: 3 clusters Score -1556568 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1556673.625000 Penalty: 4636.528320
	Iteration 13Q: 3 clusters Score -1556674 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1556723.000000 Penalty: 4636.528320
	Iteration 14Q: 3 clusters Score -1556723 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1556768.500000 Penalty: 4636.528320
	Iteration 15Q: 3 clusters Score -1556768 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1556786.625000 Penalty: 4636.528320
	Iteration 16Q: 3 clusters Score -1556787 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1556799.500000 Penalty: 4636.528320
	Iteration 17Q: 3 clusters Score -1556800 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1556814.500000 Penalty: 4636.528320
	Iteration 18Q: 3 clusters Score -1556814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1556819.625000 Penalty: 4636.528320
	Iteration 19Q: 3 clusters Score -1556820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1556823.500000 Penalty: 4636.528320
	Iteration 20F: 3 clusters Score -1556824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1556825.125000 Penalty: 4636.528320
	Iteration 21Q: 3 clusters Score -1556825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1556829.375000 Penalty: 4636.528320
	Iteration 22Q: 3 clusters Score -1556829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1556830.750000 Penalty: 4636.528320
	Iteration 23Q: 3 clusters Score -1556831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1556832.000000 Penalty: 4636.528320
	Iteration 24Q: 3 clusters Score -1556832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1556833.750000 Penalty: 4636.528320
	Iteration 25Q: 3 clusters Score -1556834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1556833.625000 Penalty: 4636.528320
	Iteration 26Q: 3 clusters Score -1556834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1556835.875000 Penalty: 4636.528320
	Iteration 27Q: 3 clusters Score -1556836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1556835.625000 Penalty: 4636.528320
	Iteration 28Q: 3 clusters Score -1556836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1556833.125000 Penalty: 4636.528320
	Iteration 29Q: 3 clusters Score -1556833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1556837.250000 Penalty: 4636.528320
	Iteration 30Q: 3 clusters Score -1556837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1556834.625000 Penalty: 4636.528320
	Iteration 31Q: 3 clusters Score -1556835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1556834.875000 Penalty: 4636.528320
	Iteration 32Q: 3 clusters Score -1556835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1556838.750000 Penalty: 4636.528320
	Iteration 33Q: 3 clusters Score -1556839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1556840.250000 Penalty: 4636.528320
	Iteration 34Q: 3 clusters Score -1556840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1556840.500000 Penalty: 4636.528320
	Iteration 35Q: 3 clusters Score -1556840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1556840.125000 Penalty: 4636.528320
	Iteration 36Q: 3 clusters Score -1556840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1556841.875000 Penalty: 4636.528320
	Iteration 37Q: 3 clusters Score -1556842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1556841.875000 Penalty: 4636.528320
	Iteration 38F: 3 clusters Score -1556842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Entering Unmasked Estep 
Score: -2664534.750000 Penalty: 2453.572510
	Iteration 0F: 2 clusters Score -2664535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2650594.750000 Penalty: 4907.145020
	Iteration 0F: 3 clusters Score -2650595 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2655213.500000 Penalty: 4907.145020
	Iteration 1F: 3 clusters Score -2655214 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2655635.250000 Penalty: 4907.145020
	Iteration 2F: 3 clusters Score -2655635 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2656021.500000 Penalty: 4907.145020
	Iteration 3Q: 3 clusters Score -2656022 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2656469.250000 Penalty: 4907.145020
	Iteration 4Q: 3 clusters Score -2656469 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2657036.250000 Penalty: 4907.145020
	Iteration 5F: 3 clusters Score -2657036 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2657795.250000 Penalty: 4907.145020
	Iteration 6F: 3 clusters Score -2657795 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2658761.250000 Penalty: 4907.145020
	Iteration 7F: 3 clusters Score -2658761 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2659907.500000 Penalty: 4907.145020
	Iteration 8F: 3 clusters Score -2659908 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2661432.000000 Penalty: 4907.145020
	Iteration 9F: 3 clusters Score -2661432 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2663002.000000 Penalty: 4907.145020
	Iteration 10F: 3 clusters Score -2663002 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2663944.250000 Penalty: 4907.145020
	Iteration 11F: 3 clusters Score -2663944 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2664370.000000 Penalty: 4907.145020
	Iteration 12Q: 3 clusters Score -2664370 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2664558.250000 Penalty: 4907.145020
	Iteration 13Q: 3 clusters Score -2664558 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2664677.250000 Penalty: 4907.145020
	Iteration 14Q: 3 clusters Score -2664677 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2664743.750000 Penalty: 4907.145020
	Iteration 15Q: 3 clusters Score -2664744 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2664782.500000 Penalty: 4907.145020
	Iteration 16Q: 3 clusters Score -2664782 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2664812.000000 Penalty: 4907.145020
	Iteration 17Q: 3 clusters Score -2664812 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2664822.750000 Penalty: 4907.145020
	Iteration 18Q: 3 clusters Score -2664823 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2664829.000000 Penalty: 4907.145020
	Iteration 19Q: 3 clusters Score -2664829 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2664842.500000 Penalty: 4907.145020
	Iteration 20F: 3 clusters Score -2664842 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2664852.750000 Penalty: 4907.145020
	Iteration 21Q: 3 clusters Score -2664853 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2664862.750000 Penalty: 4907.145020
	Iteration 22Q: 3 clusters Score -2664863 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2664884.250000 Penalty: 4907.145020
	Iteration 23Q: 3 clusters Score -2664884 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2664907.250000 Penalty: 4907.145020
	Iteration 24Q: 3 clusters Score -2664907 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2664923.000000 Penalty: 4907.145020
	Iteration 25Q: 3 clusters Score -2664923 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2664944.500000 Penalty: 4907.145020
	Iteration 26Q: 3 clusters Score -2664944 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2664966.000000 Penalty: 4907.145020
	Iteration 27Q: 3 clusters Score -2664966 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2664983.000000 Penalty: 4907.145020
	Iteration 28Q: 3 clusters Score -2664983 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2665001.750000 Penalty: 4907.145020
	Iteration 29Q: 3 clusters Score -2665002 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2665021.000000 Penalty: 4907.145020
	Iteration 30Q: 3 clusters Score -2665021 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2665043.750000 Penalty: 4907.145020
	Iteration 31Q: 3 clusters Score -2665044 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2665076.750000 Penalty: 4907.145020
	Iteration 32Q: 3 clusters Score -2665077 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2665117.500000 Penalty: 4907.145020
	Iteration 33Q: 3 clusters Score -2665118 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2665176.750000 Penalty: 4907.145020
	Iteration 34Q: 3 clusters Score -2665177 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2665224.250000 Penalty: 4907.145020
	Iteration 35Q: 3 clusters Score -2665224 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2665278.250000 Penalty: 4907.145020
	Iteration 36Q: 3 clusters Score -2665278 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2665351.000000 Penalty: 4907.145020
	Iteration 37Q: 3 clusters Score -2665351 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2665459.250000 Penalty: 4907.145020
	Iteration 38Q: 3 clusters Score -2665459 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2665558.500000 Penalty: 4907.145020
	Iteration 39Q: 3 clusters Score -2665558 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2665714.000000 Penalty: 4907.145020
	Iteration 40F: 3 clusters Score -2665714 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2665875.500000 Penalty: 4907.145020
	Iteration 41Q: 3 clusters Score -2665876 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2665986.000000 Penalty: 4907.145020
	Iteration 42Q: 3 clusters Score -2665986 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2666102.250000 Penalty: 4907.145020
	Iteration 43Q: 3 clusters Score -2666102 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2666156.000000 Penalty: 4907.145020
	Iteration 44Q: 3 clusters Score -2666156 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2666199.250000 Penalty: 4907.145020
	Iteration 45Q: 3 clusters Score -2666199 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2666220.500000 Penalty: 4907.145020
	Iteration 46Q: 3 clusters Score -2666220 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2666234.250000 Penalty: 4907.145020
	Iteration 47Q: 3 clusters Score -2666234 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2666254.250000 Penalty: 4907.145020
	Iteration 48Q: 3 clusters Score -2666254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2666255.750000 Penalty: 4907.145020
	Iteration 49Q: 3 clusters Score -2666256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2666253.250000 Penalty: 4907.145020
	Iteration 50Q: 3 clusters Score -2666253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2666267.250000 Penalty: 4907.145020
	Iteration 51Q: 3 clusters Score -2666267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2666267.500000 Penalty: 4907.145020
	Iteration 52Q: 3 clusters Score -2666268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2666269.250000 Penalty: 4907.145020
	Iteration 53Q: 3 clusters Score -2666269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2666269.750000 Penalty: 4907.145020
	Iteration 54Q: 3 clusters Score -2666270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2666268.000000 Penalty: 4907.145020
	Iteration 55Q: 3 clusters Score -2666268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2666266.250000 Penalty: 4907.145020
	Iteration 56Q: 3 clusters Score -2666266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2666268.250000 Penalty: 4907.145020
	Iteration 57Q: 3 clusters Score -2666268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2666269.750000 Penalty: 4907.145020
	Iteration 58Q: 3 clusters Score -2666270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2666270.500000 Penalty: 4907.145020
	Iteration 59Q: 3 clusters Score -2666270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2666270.500000 Penalty: 4907.145020
	Iteration 60F: 3 clusters Score -2666270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6839 members 
Mstep: Class 3 contains 21059 members 
Mstep: Class 4 contains 90499 members 
Mstep: Class 5 contains 4314 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 30182 members 
Mstep: Class 8 contains 4619 members 
Mstep: Class 9 contains 160078 members 
Mstep: Class 10 contains 4188 members 
Mstep: Class 11 contains 26577 members 
Mstep: Class 12 contains 20367 members 
Mstep: Class 13 contains 166502 members 
Mstep: Class 14 contains 21598 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8180 members 
Mstep: Class 17 contains 64401 members 
Mstep: Class 18 contains 37364 members 
Mstep: Class 19 contains 11474 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 3699 members 
Mstep: Class 22 contains 15675 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 6175 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 7021 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 5113 members 
Mstep: Class 29 contains 17651 members 
Mstep: Class 30 contains 510 members 
Mstep: Class 31 contains 615 members 
Mstep: Class 32 contains 1514 members 
Mstep: Class 33 contains 13124 members 
Entering Unmasked Estep 
Score: -100890704.000000 Penalty: 110858.882812
Splitting cluster 20 changes total score from -100889640.000000 to -100890704.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (3699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Entering Unmasked Estep 
Score: -445582.125000 Penalty: 2037.522705
	Iteration 0F: 2 clusters Score -445582.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -441886.968750 Penalty: 4075.045410
	Iteration 0F: 3 clusters Score -441887 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -442771.812500 Penalty: 4075.045410
	Iteration 1F: 3 clusters Score -442771.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -443030.218750 Penalty: 4075.045410
	Iteration 2F: 3 clusters Score -443030.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -443184.562500 Penalty: 4075.045410
	Iteration 3F: 3 clusters Score -443184.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -443319.750000 Penalty: 4075.045410
	Iteration 4Q: 3 clusters Score -443319.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -443434.000000 Penalty: 4075.045410
	Iteration 5Q: 3 clusters Score -443434 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -443533.250000 Penalty: 4075.045410
	Iteration 6Q: 3 clusters Score -443533.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -443621.031250 Penalty: 4075.045410
	Iteration 7Q: 3 clusters Score -443621 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -443716.656250 Penalty: 4075.045410
	Iteration 8Q: 3 clusters Score -443716.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -443811.375000 Penalty: 4075.045410
	Iteration 9Q: 3 clusters Score -443811.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -443909.625000 Penalty: 4075.045410
	Iteration 10Q: 3 clusters Score -443909.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -443982.062500 Penalty: 4075.045410
	Iteration 11Q: 3 clusters Score -443982.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -444045.062500 Penalty: 4075.045410
	Iteration 12Q: 3 clusters Score -444045.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -444095.125000 Penalty: 4075.045410
	Iteration 13Q: 3 clusters Score -444095.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -444147.593750 Penalty: 4075.045410
	Iteration 14Q: 3 clusters Score -444147.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -444194.625000 Penalty: 4075.045410
	Iteration 15Q: 3 clusters Score -444194.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -444232.875000 Penalty: 4075.045410
	Iteration 16Q: 3 clusters Score -444232.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -444266.687500 Penalty: 4075.045410
	Iteration 17Q: 3 clusters Score -444266.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -444294.781250 Penalty: 4075.045410
	Iteration 18Q: 3 clusters Score -444294.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -444322.000000 Penalty: 4075.045410
	Iteration 19Q: 3 clusters Score -444322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -444343.531250 Penalty: 4075.045410
	Iteration 20F: 3 clusters Score -444343.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -444362.937500 Penalty: 4075.045410
	Iteration 21Q: 3 clusters Score -444362.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -444373.000000 Penalty: 4075.045410
	Iteration 22Q: 3 clusters Score -444373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -444385.781250 Penalty: 4075.045410
	Iteration 23Q: 3 clusters Score -444385.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -444396.906250 Penalty: 4075.045410
	Iteration 24Q: 3 clusters Score -444396.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -444411.187500 Penalty: 4075.045410
	Iteration 25Q: 3 clusters Score -444411.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -444425.437500 Penalty: 4075.045410
	Iteration 26Q: 3 clusters Score -444425.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -444442.875000 Penalty: 4075.045410
	Iteration 27Q: 3 clusters Score -444442.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -444456.593750 Penalty: 4075.045410
	Iteration 28Q: 3 clusters Score -444456.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -444466.437500 Penalty: 4075.045410
	Iteration 29Q: 3 clusters Score -444466.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -444471.656250 Penalty: 4075.045410
	Iteration 30Q: 3 clusters Score -444471.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -444476.437500 Penalty: 4075.045410
	Iteration 31Q: 3 clusters Score -444476.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -444479.093750 Penalty: 4075.045410
	Iteration 32Q: 3 clusters Score -444479.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -444482.187500 Penalty: 4075.045410
	Iteration 33Q: 3 clusters Score -444482.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -444482.937500 Penalty: 4075.045410
	Iteration 34Q: 3 clusters Score -444482.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -444487.093750 Penalty: 4075.045410
	Iteration 35Q: 3 clusters Score -444487.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -444494.625000 Penalty: 4075.045410
	Iteration 36Q: 3 clusters Score -444494.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -444507.906250 Penalty: 4075.045410
	Iteration 37Q: 3 clusters Score -444507.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -444515.312500 Penalty: 4075.045410
	Iteration 38Q: 3 clusters Score -444515.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -444521.281250 Penalty: 4075.045410
	Iteration 39Q: 3 clusters Score -444521.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -444528.906250 Penalty: 4075.045410
	Iteration 40F: 3 clusters Score -444528.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -444538.312500 Penalty: 4075.045410
	Iteration 41Q: 3 clusters Score -444538.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -444547.906250 Penalty: 4075.045410
	Iteration 42Q: 3 clusters Score -444547.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -444554.187500 Penalty: 4075.045410
	Iteration 43Q: 3 clusters Score -444554.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -444562.593750 Penalty: 4075.045410
	Iteration 44Q: 3 clusters Score -444562.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -444566.562500 Penalty: 4075.045410
	Iteration 45Q: 3 clusters Score -444566.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -444568.062500 Penalty: 4075.045410
	Iteration 46Q: 3 clusters Score -444568.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -444572.312500 Penalty: 4075.045410
	Iteration 47Q: 3 clusters Score -444572.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -444578.343750 Penalty: 4075.045410
	Iteration 48Q: 3 clusters Score -444578.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -444584.093750 Penalty: 4075.045410
	Iteration 49Q: 3 clusters Score -444584.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -444588.875000 Penalty: 4075.045410
	Iteration 50Q: 3 clusters Score -444588.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -444589.218750 Penalty: 4075.045410
	Iteration 51Q: 3 clusters Score -444589.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -444589.218750 Penalty: 4075.045410
	Iteration 52F: 3 clusters Score -444589.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Entering Unmasked Estep 
Score: -2086969.000000 Penalty: 2395.635986
	Iteration 0F: 2 clusters Score -2086969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2075607.875000 Penalty: 4791.271973
	Iteration 0F: 3 clusters Score -2075608 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2079298.375000 Penalty: 4791.271973
	Iteration 1F: 3 clusters Score -2079298 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2079740.375000 Penalty: 4791.271973
	Iteration 2F: 3 clusters Score -2079740 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2080183.750000 Penalty: 4791.271973
	Iteration 3F: 3 clusters Score -2080184 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2080788.625000 Penalty: 4791.271973
	Iteration 4F: 3 clusters Score -2080789 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2081695.625000 Penalty: 4791.271973
	Iteration 5F: 3 clusters Score -2081696 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2083121.125000 Penalty: 4791.271973
	Iteration 6F: 3 clusters Score -2083121 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2085422.875000 Penalty: 4791.271973
	Iteration 7F: 3 clusters Score -2085423 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2087905.875000 Penalty: 4791.271973
	Iteration 8F: 3 clusters Score -2087906 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2089571.625000 Penalty: 4791.271973
	Iteration 9F: 3 clusters Score -2089572 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2090656.625000 Penalty: 4791.271973
	Iteration 10Q: 3 clusters Score -2090657 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2091127.750000 Penalty: 4791.271973
	Iteration 11Q: 3 clusters Score -2091128 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2091285.375000 Penalty: 4791.271973
	Iteration 12Q: 3 clusters Score -2091285 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2091331.000000 Penalty: 4791.271973
	Iteration 13Q: 3 clusters Score -2091331 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2091360.250000 Penalty: 4791.271973
	Iteration 14Q: 3 clusters Score -2091360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2091370.125000 Penalty: 4791.271973
	Iteration 15Q: 3 clusters Score -2091370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2091373.000000 Penalty: 4791.271973
	Iteration 16Q: 3 clusters Score -2091373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2091371.750000 Penalty: 4791.271973
	Iteration 17Q: 3 clusters Score -2091372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2091371.875000 Penalty: 4791.271973
	Iteration 18Q: 3 clusters Score -2091372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2091371.125000 Penalty: 4791.271973
	Iteration 19Q: 3 clusters Score -2091371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2091374.625000 Penalty: 4791.271973
	Iteration 20F: 3 clusters Score -2091375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2091378.750000 Penalty: 4791.271973
	Iteration 21Q: 3 clusters Score -2091379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2091378.000000 Penalty: 4791.271973
	Iteration 22Q: 3 clusters Score -2091378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2091377.500000 Penalty: 4791.271973
	Iteration 23Q: 3 clusters Score -2091378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2091376.875000 Penalty: 4791.271973
	Iteration 24Q: 3 clusters Score -2091377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2091376.250000 Penalty: 4791.271973
	Iteration 25Q: 3 clusters Score -2091376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2091376.250000 Penalty: 4791.271973
	Iteration 26F: 3 clusters Score -2091376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6839 members 
Mstep: Class 3 contains 21059 members 
Mstep: Class 4 contains 90499 members 
Mstep: Class 5 contains 4314 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 30182 members 
Mstep: Class 8 contains 4619 members 
Mstep: Class 9 contains 160078 members 
Mstep: Class 10 contains 4188 members 
Mstep: Class 11 contains 26577 members 
Mstep: Class 12 contains 20367 members 
Mstep: Class 13 contains 166502 members 
Mstep: Class 14 contains 21598 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8180 members 
Mstep: Class 17 contains 64401 members 
Mstep: Class 18 contains 37364 members 
Mstep: Class 19 contains 11474 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 3699 members 
Mstep: Class 22 contains 9583 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 6175 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 7021 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 5113 members 
Mstep: Class 29 contains 17651 members 
Mstep: Class 30 contains 510 members 
Mstep: Class 31 contains 615 members 
Mstep: Class 32 contains 1514 members 
Mstep: Class 33 contains 13124 members 
Mstep: Class 34 contains 6092 members 
Entering Unmasked Estep 
Score: -100894456.000000 Penalty: 114218.242188
Splitting cluster 22 changes total score from -100889640.000000 to -100894456.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -366141.156250 Penalty: 1968.911377
	Iteration 0F: 2 clusters Score -366141.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -363044.750000 Penalty: 3937.822754
	Iteration 0F: 3 clusters Score -363044.8 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -363634.906250 Penalty: 3937.822754
	Iteration 1F: 3 clusters Score -363634.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -363776.218750 Penalty: 3937.822754
	Iteration 2F: 3 clusters Score -363776.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -363853.218750 Penalty: 3937.822754
	Iteration 3Q: 3 clusters Score -363853.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -363907.718750 Penalty: 3937.822754
	Iteration 4Q: 3 clusters Score -363907.7 nChanged 69
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: -363947.187500 Penalty: 3937.822754
	Iteration 5Q: 3 clusters Score -363947.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -363971.187500 Penalty: 3937.822754
	Iteration 6Q: 3 clusters Score -363971.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -363994.562500 Penalty: 3937.822754
	Iteration 7Q: 3 clusters Score -363994.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -364012.062500 Penalty: 3937.822754
	Iteration 8Q: 3 clusters Score -364012.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -364032.093750 Penalty: 3937.822754
	Iteration 9Q: 3 clusters Score -364032.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -364052.500000 Penalty: 3937.822754
	Iteration 10Q: 3 clusters Score -364052.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -364075.843750 Penalty: 3937.822754
	Iteration 11Q: 3 clusters Score -364075.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -364099.656250 Penalty: 3937.822754
	Iteration 12Q: 3 clusters Score -364099.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -364118.437500 Penalty: 3937.822754
	Iteration 13Q: 3 clusters Score -364118.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -364137.156250 Penalty: 3937.822754
	Iteration 14Q: 3 clusters Score -364137.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -364159.937500 Penalty: 3937.822754
	Iteration 15Q: 3 clusters Score -364159.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -364195.687500 Penalty: 3937.822754
	Iteration 16Q: 3 clusters Score -364195.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -364244.906250 Penalty: 3937.822754
	Iteration 17Q: 3 clusters Score -364244.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -364305.531250 Penalty: 3937.822754
	Iteration 18Q: 3 clusters Score -364305.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -364361.656250 Penalty: 3937.822754
	Iteration 19Q: 3 clusters Score -364361.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -364426.312500 Penalty: 3937.822754
	Iteration 20F: 3 clusters Score -364426.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -364492.187500 Penalty: 3937.822754
	Iteration 21Q: 3 clusters Score -364492.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -364569.968750 Penalty: 3937.822754
	Iteration 22Q: 3 clusters Score -364570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -364662.500000 Penalty: 3937.822754
	Iteration 23Q: 3 clusters Score -364662.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -364766.218750 Penalty: 3937.822754
	Iteration 24Q: 3 clusters Score -364766.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -364839.156250 Penalty: 3937.822754
	Iteration 25Q: 3 clusters Score -364839.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -364931.500000 Penalty: 3937.822754
	Iteration 26Q: 3 clusters Score -364931.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -365035.812500 Penalty: 3937.822754
	Iteration 27Q: 3 clusters Score -365035.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -365151.562500 Penalty: 3937.822754
	Iteration 28Q: 3 clusters Score -365151.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -365262.593750 Penalty: 3937.822754
	Iteration 29Q: 3 clusters Score -365262.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -365417.687500 Penalty: 3937.822754
	Iteration 30Q: 3 clusters Score -365417.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -365539.250000 Penalty: 3937.822754
	Iteration 31Q: 3 clusters Score -365539.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -365617.593750 Penalty: 3937.822754
	Iteration 32Q: 3 clusters Score -365617.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -365650.531250 Penalty: 3937.822754
	Iteration 33Q: 3 clusters Score -365650.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -365663.562500 Penalty: 3937.822754
	Iteration 34Q: 3 clusters Score -365663.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -365672.750000 Penalty: 3937.822754
	Iteration 35Q: 3 clusters Score -365672.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -365676.593750 Penalty: 3937.822754
	Iteration 36Q: 3 clusters Score -365676.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -365676.593750 Penalty: 3937.822754
	Iteration 37Q: 3 clusters Score -365676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -365678.468750 Penalty: 3937.822754
	Iteration 38Q: 3 clusters Score -365678.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -365680.562500 Penalty: 3937.822754
	Iteration 39Q: 3 clusters Score -365680.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -365682.093750 Penalty: 3937.822754
	Iteration 40F: 3 clusters Score -365682.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -770040.062500 Penalty: 2164.609375
	Iteration 0F: 2 clusters Score -770040.1 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 3038 members 
Entering Unmasked Estep 
Score: -764802.375000 Penalty: 4329.218750
	Iteration 0F: 3 clusters Score -764802.4 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -766258.312500 Penalty: 4329.218750
	Iteration 1F: 3 clusters Score -766258.3 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -766816.500000 Penalty: 4329.218750
	Iteration 2F: 3 clusters Score -766816.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -767611.937500 Penalty: 4329.218750
	Iteration 3F: 3 clusters Score -767611.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -768386.750000 Penalty: 4329.218750
	Iteration 4F: 3 clusters Score -768386.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -768883.875000 Penalty: 4329.218750
	Iteration 5F: 3 clusters Score -768883.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -769185.562500 Penalty: 4329.218750
	Iteration 6F: 3 clusters Score -769185.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -769347.125000 Penalty: 4329.218750
	Iteration 7Q: 3 clusters Score -769347.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -769428.000000 Penalty: 4329.218750
	Iteration 8Q: 3 clusters Score -769428 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -769472.875000 Penalty: 4329.218750
	Iteration 9Q: 3 clusters Score -769472.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -769495.562500 Penalty: 4329.218750
	Iteration 10Q: 3 clusters Score -769495.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -769510.750000 Penalty: 4329.218750
	Iteration 11Q: 3 clusters Score -769510.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -769518.062500 Penalty: 4329.218750
	Iteration 12Q: 3 clusters Score -769518.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -769523.937500 Penalty: 4329.218750
	Iteration 13Q: 3 clusters Score -769523.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -769526.812500 Penalty: 4329.218750
	Iteration 14Q: 3 clusters Score -769526.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -769530.062500 Penalty: 4329.218750
	Iteration 15Q: 3 clusters Score -769530.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -769534.250000 Penalty: 4329.218750
	Iteration 16Q: 3 clusters Score -769534.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -769539.125000 Penalty: 4329.218750
	Iteration 17Q: 3 clusters Score -769539.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -769541.125000 Penalty: 4329.218750
	Iteration 18Q: 3 clusters Score -769541.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -769545.437500 Penalty: 4329.218750
	Iteration 19Q: 3 clusters Score -769545.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -769547.687500 Penalty: 4329.218750
	Iteration 20F: 3 clusters Score -769547.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -769554.125000 Penalty: 4329.218750
	Iteration 21Q: 3 clusters Score -769554.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -769553.437500 Penalty: 4329.218750
	Iteration 22Q: 3 clusters Score -769553.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -769553.437500 Penalty: 4329.218750
	Iteration 23Q: 3 clusters Score -769553.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -769553.562500 Penalty: 4329.218750
	Iteration 24Q: 3 clusters Score -769553.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -769556.187500 Penalty: 4329.218750
	Iteration 25Q: 3 clusters Score -769556.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -769555.937500 Penalty: 4329.218750
	Iteration 26Q: 3 clusters Score -769555.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -769557.500000 Penalty: 4329.218750
	Iteration 27Q: 3 clusters Score -769557.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -769557.312500 Penalty: 4329.218750
	Iteration 28Q: 3 clusters Score -769557.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -769561.750000 Penalty: 4329.218750
	Iteration 29Q: 3 clusters Score -769561.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -769563.250000 Penalty: 4329.218750
	Iteration 30Q: 3 clusters Score -769563.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -769565.187500 Penalty: 4329.218750
	Iteration 31Q: 3 clusters Score -769565.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -769568.562500 Penalty: 4329.218750
	Iteration 32Q: 3 clusters Score -769568.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -769572.000000 Penalty: 4329.218750
	Iteration 33Q: 3 clusters Score -769572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -769576.625000 Penalty: 4329.218750
	Iteration 34Q: 3 clusters Score -769576.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -769578.562500 Penalty: 4329.218750
	Iteration 35Q: 3 clusters Score -769578.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -769582.812500 Penalty: 4329.218750
	Iteration 36Q: 3 clusters Score -769582.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -769582.750000 Penalty: 4329.218750
	Iteration 37Q: 3 clusters Score -769582.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -769583.500000 Penalty: 4329.218750
	Iteration 38Q: 3 clusters Score -769583.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -769583.750000 Penalty: 4329.218750
	Iteration 39Q: 3 clusters Score -769583.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -769583.750000 Penalty: 4329.218750
	Iteration 40F: 3 clusters Score -769583.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -79639.937500 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -79639.94 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 358 members 
Entering Unmasked Estep 
Score: -77975.187500 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -77975.19 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78225.437500 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -78225.44 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78368.734375 Penalty: 3243.634766
	Iteration 2F: 3 clusters Score -78368.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78477.289062 Penalty: 3243.634766
	Iteration 3Q: 3 clusters Score -78477.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -78619.742188 Penalty: 3243.634766
	Iteration 4Q: 3 clusters Score -78619.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -78726.406250 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -78726.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -78839.367188 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -78839.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -78948.609375 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -78948.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -79144.710938 Penalty: 3243.634766
	Iteration 8Q: 3 clusters Score -79144.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -79273.007812 Penalty: 3243.634766
	Iteration 9Q: 3 clusters Score -79273.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -79337.000000 Penalty: 3243.634766
	Iteration 10Q: 3 clusters Score -79337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -79385.914062 Penalty: 3243.634766
	Iteration 11Q: 3 clusters Score -79385.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -79424.398438 Penalty: 3243.634766
	Iteration 12Q: 3 clusters Score -79424.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -79491.695312 Penalty: 3243.634766
	Iteration 13Q: 3 clusters Score -79491.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -79501.234375 Penalty: 3243.634766
	Iteration 14Q: 3 clusters Score -79501.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -79507.804688 Penalty: 3243.634766
	Iteration 15Q: 3 clusters Score -79507.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -79518.859375 Penalty: 3243.634766
	Iteration 16Q: 3 clusters Score -79518.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -79524.304688 Penalty: 3243.634766
	Iteration 17Q: 3 clusters Score -79524.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -79532.562500 Penalty: 3243.634766
	Iteration 18Q: 3 clusters Score -79532.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -79546.632812 Penalty: 3243.634766
	Iteration 19Q: 3 clusters Score -79546.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -79567.585938 Penalty: 3243.634766
	Iteration 20F: 3 clusters Score -79567.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -79590.390625 Penalty: 3243.634766
	Iteration 21Q: 3 clusters Score -79590.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -79625.531250 Penalty: 3243.634766
	Iteration 22Q: 3 clusters Score -79625.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -79678.882812 Penalty: 3243.634766
	Iteration 23Q: 3 clusters Score -79678.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -79689.312500 Penalty: 3243.634766
	Iteration 24Q: 3 clusters Score -79689.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -79720.273438 Penalty: 3243.634766
	Iteration 25Q: 3 clusters Score -79720.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -79736.554688 Penalty: 3243.634766
	Iteration 26Q: 3 clusters Score -79736.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -79759.640625 Penalty: 3243.634766
	Iteration 27F: 3 clusters Score -79759.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -79787.757812 Penalty: 3243.634766
	Iteration 28Q: 3 clusters Score -79787.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -79787.757812 Penalty: 3243.634766
	Iteration 29F: 3 clusters Score -79787.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6839 members 
Mstep: Class 3 contains 21059 members 
Mstep: Class 4 contains 90499 members 
Mstep: Class 5 contains 4314 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 30182 members 
Mstep: Class 8 contains 4619 members 
Mstep: Class 9 contains 160078 members 
Mstep: Class 10 contains 4188 members 
Mstep: Class 11 contains 26577 members 
Mstep: Class 12 contains 20367 members 
Mstep: Class 13 contains 166502 members 
Mstep: Class 14 contains 21598 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8180 members 
Mstep: Class 17 contains 64401 members 
Mstep: Class 18 contains 37364 members 
Mstep: Class 19 contains 11474 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 3699 members 
Mstep: Class 22 contains 9583 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 6175 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7021 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 5113 members 
Mstep: Class 29 contains 17651 members 
Mstep: Class 30 contains 510 members 
Mstep: Class 31 contains 615 members 
Mstep: Class 32 contains 1514 members 
Mstep: Class 33 contains 13124 members 
Mstep: Class 34 contains 6092 members 
Mstep: Class 35 contains 508 members 
Entering Unmasked Estep 
Score: -100892920.000000 Penalty: 117577.601562
Splitting cluster 25 changes total score from -100889640.000000 to -100892920.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 26 (7021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Entering Unmasked Estep 
Score: -953283.687500 Penalty: 2196.451904
	Iteration 0F: 2 clusters Score -953283.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -947406.437500 Penalty: 4392.903809
	Iteration 0F: 3 clusters Score -947406.4 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -948961.312500 Penalty: 4392.903809
	Iteration 1F: 3 clusters Score -948961.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -949249.187500 Penalty: 4392.903809
	Iteration 2F: 3 clusters Score -949249.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -949471.937500 Penalty: 4392.903809
	Iteration 3F: 3 clusters Score -949471.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -949650.375000 Penalty: 4392.903809
	Iteration 4Q: 3 clusters Score -949650.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -949778.625000 Penalty: 4392.903809
	Iteration 5Q: 3 clusters Score -949778.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -949904.812500 Penalty: 4392.903809
	Iteration 6Q: 3 clusters Score -949904.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -950012.937500 Penalty: 4392.903809
	Iteration 7Q: 3 clusters Score -950012.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -950131.625000 Penalty: 4392.903809
	Iteration 8Q: 3 clusters Score -950131.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -950231.875000 Penalty: 4392.903809
	Iteration 9Q: 3 clusters Score -950231.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -950353.875000 Penalty: 4392.903809
	Iteration 10Q: 3 clusters Score -950353.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -950499.062500 Penalty: 4392.903809
	Iteration 11Q: 3 clusters Score -950499.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -950718.687500 Penalty: 4392.903809
	Iteration 12Q: 3 clusters Score -950718.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -950970.937500 Penalty: 4392.903809
	Iteration 13Q: 3 clusters Score -950970.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -951242.187500 Penalty: 4392.903809
	Iteration 14Q: 3 clusters Score -951242.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -951476.812500 Penalty: 4392.903809
	Iteration 15Q: 3 clusters Score -951476.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -951651.250000 Penalty: 4392.903809
	Iteration 16Q: 3 clusters Score -951651.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -951770.375000 Penalty: 4392.903809
	Iteration 17Q: 3 clusters Score -951770.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -951832.875000 Penalty: 4392.903809
	Iteration 18Q: 3 clusters Score -951832.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -951870.062500 Penalty: 4392.903809
	Iteration 19Q: 3 clusters Score -951870.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -951903.187500 Penalty: 4392.903809
	Iteration 20F: 3 clusters Score -951903.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -951922.000000 Penalty: 4392.903809
	Iteration 21Q: 3 clusters Score -951922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -951931.500000 Penalty: 4392.903809
	Iteration 22Q: 3 clusters Score -951931.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -951937.625000 Penalty: 4392.903809
	Iteration 23Q: 3 clusters Score -951937.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -951945.125000 Penalty: 4392.903809
	Iteration 24Q: 3 clusters Score -951945.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -951944.687500 Penalty: 4392.903809
	Iteration 25Q: 3 clusters Score -951944.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -951943.937500 Penalty: 4392.903809
	Iteration 26Q: 3 clusters Score -951943.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -951944.437500 Penalty: 4392.903809
	Iteration 27Q: 3 clusters Score -951944.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -951947.312500 Penalty: 4392.903809
	Iteration 28Q: 3 clusters Score -951947.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -951947.375000 Penalty: 4392.903809
	Iteration 29Q: 3 clusters Score -951947.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -951947.562500 Penalty: 4392.903809
	Iteration 30Q: 3 clusters Score -951947.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -951947.562500 Penalty: 4392.903809
	Iteration 31F: 3 clusters Score -951947.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -284082.312500 Penalty: 1895.107910
	Iteration 0F: 2 clusters Score -284082.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -281397.312500 Penalty: 3790.215820
	Iteration 0F: 3 clusters Score -281397.3 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -281871.312500 Penalty: 3790.215820
	Iteration 1F: 3 clusters Score -281871.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -281989.000000 Penalty: 3790.215820
	Iteration 2F: 3 clusters Score -281989 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -282067.843750 Penalty: 3790.215820
	Iteration 3Q: 3 clusters Score -282067.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -282113.375000 Penalty: 3790.215820
	Iteration 4Q: 3 clusters Score -282113.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -282147.093750 Penalty: 3790.215820
	Iteration 5Q: 3 clusters Score -282147.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -282175.531250 Penalty: 3790.215820
	Iteration 6Q: 3 clusters Score -282175.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -282202.250000 Penalty: 3790.215820
	Iteration 7Q: 3 clusters Score -282202.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -282239.625000 Penalty: 3790.215820
	Iteration 8Q: 3 clusters Score -282239.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -282274.593750 Penalty: 3790.215820
	Iteration 9Q: 3 clusters Score -282274.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -282307.531250 Penalty: 3790.215820
	Iteration 10Q: 3 clusters Score -282307.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -282340.500000 Penalty: 3790.215820
	Iteration 11Q: 3 clusters Score -282340.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -282391.562500 Penalty: 3790.215820
	Iteration 12Q: 3 clusters Score -282391.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -282468.250000 Penalty: 3790.215820
	Iteration 13Q: 3 clusters Score -282468.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -282594.500000 Penalty: 3790.215820
	Iteration 14Q: 3 clusters Score -282594.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -282759.093750 Penalty: 3790.215820
	Iteration 15Q: 3 clusters Score -282759.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -282892.906250 Penalty: 3790.215820
	Iteration 16Q: 3 clusters Score -282892.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -282973.406250 Penalty: 3790.215820
	Iteration 17Q: 3 clusters Score -282973.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -283032.281250 Penalty: 3790.215820
	Iteration 18Q: 3 clusters Score -283032.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -283083.937500 Penalty: 3790.215820
	Iteration 19Q: 3 clusters Score -283083.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -283113.531250 Penalty: 3790.215820
	Iteration 20F: 3 clusters Score -283113.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -283125.687500 Penalty: 3790.215820
	Iteration 21Q: 3 clusters Score -283125.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -283139.437500 Penalty: 3790.215820
	Iteration 22Q: 3 clusters Score -283139.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -283155.593750 Penalty: 3790.215820
	Iteration 23Q: 3 clusters Score -283155.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -283162.843750 Penalty: 3790.215820
	Iteration 24Q: 3 clusters Score -283162.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -283173.250000 Penalty: 3790.215820
	Iteration 25Q: 3 clusters Score -283173.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -283183.187500 Penalty: 3790.215820
	Iteration 26Q: 3 clusters Score -283183.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -283189.812500 Penalty: 3790.215820
	Iteration 27Q: 3 clusters Score -283189.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -283194.812500 Penalty: 3790.215820
	Iteration 28Q: 3 clusters Score -283194.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -283194.812500 Penalty: 3790.215820
	Iteration 29F: 3 clusters Score -283194.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Entering Unmasked Estep 
Score: -695975.312500 Penalty: 2117.806152
	Iteration 0F: 2 clusters Score -695975.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -691368.500000 Penalty: 4235.612305
	Iteration 0F: 3 clusters Score -691368.5 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -692484.625000 Penalty: 4235.612305
	Iteration 1F: 3 clusters Score -692484.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -692726.000000 Penalty: 4235.612305
	Iteration 2F: 3 clusters Score -692726 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -692896.375000 Penalty: 4235.612305
	Iteration 3F: 3 clusters Score -692896.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -693046.937500 Penalty: 4235.612305
	Iteration 4Q: 3 clusters Score -693046.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -693225.250000 Penalty: 4235.612305
	Iteration 5Q: 3 clusters Score -693225.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -693387.125000 Penalty: 4235.612305
	Iteration 6Q: 3 clusters Score -693387.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -693557.312500 Penalty: 4235.612305
	Iteration 7Q: 3 clusters Score -693557.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -693732.187500 Penalty: 4235.612305
	Iteration 8Q: 3 clusters Score -693732.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -693905.250000 Penalty: 4235.612305
	Iteration 9Q: 3 clusters Score -693905.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -694086.312500 Penalty: 4235.612305
	Iteration 10Q: 3 clusters Score -694086.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -694282.437500 Penalty: 4235.612305
	Iteration 11Q: 3 clusters Score -694282.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -694449.187500 Penalty: 4235.612305
	Iteration 12Q: 3 clusters Score -694449.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -694624.812500 Penalty: 4235.612305
	Iteration 13Q: 3 clusters Score -694624.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -694813.250000 Penalty: 4235.612305
	Iteration 14Q: 3 clusters Score -694813.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -694982.562500 Penalty: 4235.612305
	Iteration 15Q: 3 clusters Score -694982.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -695101.312500 Penalty: 4235.612305
	Iteration 16Q: 3 clusters Score -695101.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -695208.062500 Penalty: 4235.612305
	Iteration 17Q: 3 clusters Score -695208.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -695246.375000 Penalty: 4235.612305
	Iteration 18Q: 3 clusters Score -695246.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -695258.750000 Penalty: 4235.612305
	Iteration 19Q: 3 clusters Score -695258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -695260.250000 Penalty: 4235.612305
	Iteration 20F: 3 clusters Score -695260.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -695260.375000 Penalty: 4235.612305
	Iteration 21Q: 3 clusters Score -695260.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -695262.062500 Penalty: 4235.612305
	Iteration 22Q: 3 clusters Score -695262.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -695263.000000 Penalty: 4235.612305
	Iteration 23Q: 3 clusters Score -695263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -695263.500000 Penalty: 4235.612305
	Iteration 24Q: 3 clusters Score -695263.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -695263.875000 Penalty: 4235.612305
	Iteration 25Q: 3 clusters Score -695263.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -695263.875000 Penalty: 4235.612305
	Iteration 26F: 3 clusters Score -695263.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Entering Unmasked Estep 
Score: -2187286.250000 Penalty: 2425.079834
	Iteration 0F: 2 clusters Score -2187286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2174828.000000 Penalty: 4850.159668
	Iteration 0F: 3 clusters Score -2174828 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2179240.500000 Penalty: 4850.159668
	Iteration 1F: 3 clusters Score -2179240 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2179966.000000 Penalty: 4850.159668
	Iteration 2F: 3 clusters Score -2179966 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2180729.250000 Penalty: 4850.159668
	Iteration 3F: 3 clusters Score -2180729 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2181523.750000 Penalty: 4850.159668
	Iteration 4F: 3 clusters Score -2181524 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2182252.500000 Penalty: 4850.159668
	Iteration 5F: 3 clusters Score -2182252 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2182952.000000 Penalty: 4850.159668
	Iteration 6F: 3 clusters Score -2182952 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2183582.250000 Penalty: 4850.159668
	Iteration 7F: 3 clusters Score -2183582 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2184150.750000 Penalty: 4850.159668
	Iteration 8Q: 3 clusters Score -2184151 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2184583.000000 Penalty: 4850.159668
	Iteration 9Q: 3 clusters Score -2184583 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2184913.750000 Penalty: 4850.159668
	Iteration 10Q: 3 clusters Score -2184914 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2185225.750000 Penalty: 4850.159668
	Iteration 11Q: 3 clusters Score -2185226 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2185575.500000 Penalty: 4850.159668
	Iteration 12Q: 3 clusters Score -2185576 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2186023.750000 Penalty: 4850.159668
	Iteration 13Q: 3 clusters Score -2186024 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2186486.500000 Penalty: 4850.159668
	Iteration 14Q: 3 clusters Score -2186486 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2186832.750000 Penalty: 4850.159668
	Iteration 15Q: 3 clusters Score -2186833 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2187076.750000 Penalty: 4850.159668
	Iteration 16Q: 3 clusters Score -2187077 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2187230.750000 Penalty: 4850.159668
	Iteration 17Q: 3 clusters Score -2187231 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2187350.250000 Penalty: 4850.159668
	Iteration 18Q: 3 clusters Score -2187350 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2187439.750000 Penalty: 4850.159668
	Iteration 19Q: 3 clusters Score -2187440 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2187508.000000 Penalty: 4850.159668
	Iteration 20F: 3 clusters Score -2187508 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2187558.000000 Penalty: 4850.159668
	Iteration 21Q: 3 clusters Score -2187558 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2187611.500000 Penalty: 4850.159668
	Iteration 22Q: 3 clusters Score -2187612 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2187640.500000 Penalty: 4850.159668
	Iteration 23Q: 3 clusters Score -2187640 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2187668.500000 Penalty: 4850.159668
	Iteration 24Q: 3 clusters Score -2187668 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2187694.000000 Penalty: 4850.159668
	Iteration 25Q: 3 clusters Score -2187694 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2187720.500000 Penalty: 4850.159668
	Iteration 26Q: 3 clusters Score -2187720 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2187735.250000 Penalty: 4850.159668
	Iteration 27Q: 3 clusters Score -2187735 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2187753.500000 Penalty: 4850.159668
	Iteration 28Q: 3 clusters Score -2187754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2187758.000000 Penalty: 4850.159668
	Iteration 29Q: 3 clusters Score -2187758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2187768.000000 Penalty: 4850.159668
	Iteration 30Q: 3 clusters Score -2187768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2187772.500000 Penalty: 4850.159668
	Iteration 31Q: 3 clusters Score -2187772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2187771.500000 Penalty: 4850.159668
	Iteration 32Q: 3 clusters Score -2187772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2187781.500000 Penalty: 4850.159668
	Iteration 33Q: 3 clusters Score -2187782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2187783.250000 Penalty: 4850.159668
	Iteration 34Q: 3 clusters Score -2187783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2187785.750000 Penalty: 4850.159668
	Iteration 35Q: 3 clusters Score -2187786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2187790.000000 Penalty: 4850.159668
	Iteration 36Q: 3 clusters Score -2187790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2187793.500000 Penalty: 4850.159668
	Iteration 37Q: 3 clusters Score -2187794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2187793.750000 Penalty: 4850.159668
	Iteration 38Q: 3 clusters Score -2187794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2187797.500000 Penalty: 4850.159668
	Iteration 39Q: 3 clusters Score -2187798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2187792.250000 Penalty: 4850.159668
	Iteration 40F: 3 clusters Score -2187792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2187788.250000 Penalty: 4850.159668
	Iteration 41Q: 3 clusters Score -2187788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2187793.750000 Penalty: 4850.159668
	Iteration 42Q: 3 clusters Score -2187794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2187793.500000 Penalty: 4850.159668
	Iteration 43Q: 3 clusters Score -2187794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2187794.000000 Penalty: 4850.159668
	Iteration 44Q: 3 clusters Score -2187794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2187808.500000 Penalty: 4850.159668
	Iteration 45Q: 3 clusters Score -2187808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2187804.000000 Penalty: 4850.159668
	Iteration 46Q: 3 clusters Score -2187804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2187810.750000 Penalty: 4850.159668
	Iteration 47Q: 3 clusters Score -2187811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2187813.750000 Penalty: 4850.159668
	Iteration 48Q: 3 clusters Score -2187814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2187817.750000 Penalty: 4850.159668
	Iteration 49Q: 3 clusters Score -2187818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2187818.500000 Penalty: 4850.159668
	Iteration 50Q: 3 clusters Score -2187818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2187818.750000 Penalty: 4850.159668
	Iteration 51Q: 3 clusters Score -2187819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2187817.250000 Penalty: 4850.159668
	Iteration 52Q: 3 clusters Score -2187817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2187820.750000 Penalty: 4850.159668
	Iteration 53Q: 3 clusters Score -2187821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2187822.000000 Penalty: 4850.159668
	Iteration 54Q: 3 clusters Score -2187822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2187822.250000 Penalty: 4850.159668
	Iteration 55Q: 3 clusters Score -2187822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2187826.750000 Penalty: 4850.159668
	Iteration 56Q: 3 clusters Score -2187827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2187826.000000 Penalty: 4850.159668
	Iteration 57Q: 3 clusters Score -2187826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2187832.500000 Penalty: 4850.159668
	Iteration 58Q: 3 clusters Score -2187832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2187837.250000 Penalty: 4850.159668
	Iteration 59Q: 3 clusters Score -2187837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2187842.250000 Penalty: 4850.159668
	Iteration 60F: 3 clusters Score -2187842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2187843.000000 Penalty: 4850.159668
	Iteration 61Q: 3 clusters Score -2187843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2187852.500000 Penalty: 4850.159668
	Iteration 62Q: 3 clusters Score -2187852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2187859.000000 Penalty: 4850.159668
	Iteration 63Q: 3 clusters Score -2187859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2187863.500000 Penalty: 4850.159668
	Iteration 64Q: 3 clusters Score -2187864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2187870.750000 Penalty: 4850.159668
	Iteration 65Q: 3 clusters Score -2187871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2187874.750000 Penalty: 4850.159668
	Iteration 66Q: 3 clusters Score -2187875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2187872.250000 Penalty: 4850.159668
	Iteration 67Q: 3 clusters Score -2187872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2187868.250000 Penalty: 4850.159668
	Iteration 68Q: 3 clusters Score -2187868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2187868.750000 Penalty: 4850.159668
	Iteration 69Q: 3 clusters Score -2187869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2187882.500000 Penalty: 4850.159668
	Iteration 70Q: 3 clusters Score -2187882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2187883.750000 Penalty: 4850.159668
	Iteration 71Q: 3 clusters Score -2187884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2187881.000000 Penalty: 4850.159668
	Iteration 72Q: 3 clusters Score -2187881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2187883.500000 Penalty: 4850.159668
	Iteration 73Q: 3 clusters Score -2187884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2187892.500000 Penalty: 4850.159668
	Iteration 74Q: 3 clusters Score -2187892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2187894.250000 Penalty: 4850.159668
	Iteration 75Q: 3 clusters Score -2187894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2187901.750000 Penalty: 4850.159668
	Iteration 76Q: 3 clusters Score -2187902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2187908.000000 Penalty: 4850.159668
	Iteration 77Q: 3 clusters Score -2187908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2187908.750000 Penalty: 4850.159668
	Iteration 78Q: 3 clusters Score -2187909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2187906.500000 Penalty: 4850.159668
	Iteration 79Q: 3 clusters Score -2187906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2187910.250000 Penalty: 4850.159668
	Iteration 80F: 3 clusters Score -2187910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2187909.000000 Penalty: 4850.159668
	Iteration 81Q: 3 clusters Score -2187909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2187912.000000 Penalty: 4850.159668
	Iteration 82Q: 3 clusters Score -2187912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2187910.750000 Penalty: 4850.159668
	Iteration 83Q: 3 clusters Score -2187911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2187915.500000 Penalty: 4850.159668
	Iteration 84Q: 3 clusters Score -2187916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2187917.750000 Penalty: 4850.159668
	Iteration 85Q: 3 clusters Score -2187918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2187919.500000 Penalty: 4850.159668
	Iteration 86Q: 3 clusters Score -2187920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2187920.000000 Penalty: 4850.159668
	Iteration 87Q: 3 clusters Score -2187920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2187922.000000 Penalty: 4850.159668
	Iteration 88Q: 3 clusters Score -2187922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2187919.250000 Penalty: 4850.159668
	Iteration 89Q: 3 clusters Score -2187919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2187922.000000 Penalty: 4850.159668
	Iteration 90Q: 3 clusters Score -2187922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2187927.500000 Penalty: 4850.159668
	Iteration 91Q: 3 clusters Score -2187928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2187926.750000 Penalty: 4850.159668
	Iteration 92Q: 3 clusters Score -2187927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2187925.000000 Penalty: 4850.159668
	Iteration 93Q: 3 clusters Score -2187925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2187923.000000 Penalty: 4850.159668
	Iteration 94Q: 3 clusters Score -2187923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2187926.750000 Penalty: 4850.159668
	Iteration 95Q: 3 clusters Score -2187927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2187930.000000 Penalty: 4850.159668
	Iteration 96Q: 3 clusters Score -2187930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2187928.750000 Penalty: 4850.159668
	Iteration 97Q: 3 clusters Score -2187929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2187928.750000 Penalty: 4850.159668
	Iteration 98F: 3 clusters Score -2187929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6839 members 
Mstep: Class 3 contains 21059 members 
Mstep: Class 4 contains 90499 members 
Mstep: Class 5 contains 4314 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 30182 members 
Mstep: Class 8 contains 4619 members 
Mstep: Class 9 contains 160078 members 
Mstep: Class 10 contains 4188 members 
Mstep: Class 11 contains 26577 members 
Mstep: Class 12 contains 20367 members 
Mstep: Class 13 contains 166502 members 
Mstep: Class 14 contains 21598 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8180 members 
Mstep: Class 17 contains 64401 members 
Mstep: Class 18 contains 37364 members 
Mstep: Class 19 contains 11474 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 3699 members 
Mstep: Class 22 contains 9583 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 6175 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7021 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 5113 members 
Mstep: Class 29 contains 5390 members 
Mstep: Class 30 contains 510 members 
Mstep: Class 31 contains 615 members 
Mstep: Class 32 contains 1514 members 
Mstep: Class 33 contains 13124 members 
Mstep: Class 34 contains 6092 members 
Mstep: Class 35 contains 508 members 
Mstep: Class 36 contains 12261 members 
Entering Unmasked Estep 
Score: -100892368.000000 Penalty: 120936.960938
Splitting cluster 29 changes total score from -100889640.000000 to -100892368.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6839 members 
Mstep: Class 3 contains 21059 members 
Mstep: Class 4 contains 90499 members 
Mstep: Class 5 contains 4314 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 30182 members 
Mstep: Class 8 contains 4619 members 
Mstep: Class 9 contains 160078 members 
Mstep: Class 10 contains 4188 members 
Mstep: Class 11 contains 26577 members 
Mstep: Class 12 contains 20367 members 
Mstep: Class 13 contains 166502 members 
Mstep: Class 14 contains 21598 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 8180 members 
Mstep: Class 17 contains 64401 members 
Mstep: Class 18 contains 37364 members 
Mstep: Class 19 contains 11474 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 3699 members 
Mstep: Class 22 contains 9583 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 6175 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7021 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 5113 members 
Mstep: Class 29 contains 5390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100895720.000000 Penalty: 120936.960938
Iteration 79Q: 37 clusters Score -1.008957e+08 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6788 members 
Mstep: Class 3 contains 21161 members 
Mstep: Class 4 contains 89909 members 
Mstep: Class 5 contains 4319 members 
Mstep: Class 6 contains 1034 members 
Mstep: Class 7 contains 30798 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 160092 members 
Mstep: Class 10 contains 4163 members 
Mstep: Class 11 contains 26575 members 
Mstep: Class 12 contains 20269 members 
Mstep: Class 13 contains 166604 members 
Mstep: Class 14 contains 21634 members 
Mstep: Class 15 contains 586 members 
Mstep: Class 16 contains 8082 members 
Mstep: Class 17 contains 64436 members 
Mstep: Class 18 contains 37365 members 
Mstep: Class 19 contains 11483 members 
Mstep: Class 20 contains 6964 members 
Mstep: Class 21 contains 3725 members 
Mstep: Class 22 contains 9942 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 6189 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7028 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 5183 members 
Mstep: Class 29 contains 6379 members 
Mstep: Class 30 contains 514 members 
Mstep: Class 31 contains 592 members 
Mstep: Class 32 contains 1492 members 
Mstep: Class 33 contains 12562 members 
Mstep: Class 34 contains 5781 members 
Mstep: Class 35 contains 509 members 
Mstep: Class 36 contains 11229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100898832.000000 Penalty: 120936.960938
Iteration 80F: 37 clusters Score -1.008988e+08 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6759 members 
Mstep: Class 3 contains 21216 members 
Mstep: Class 4 contains 89406 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 1022 members 
Mstep: Class 7 contains 30869 members 
Mstep: Class 8 contains 4683 members 
Mstep: Class 9 contains 159998 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 26570 members 
Mstep: Class 12 contains 20199 members 
Mstep: Class 13 contains 166230 members 
Mstep: Class 14 contains 21621 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 7978 members 
Mstep: Class 17 contains 64391 members 
Mstep: Class 18 contains 37342 members 
Mstep: Class 19 contains 11477 members 
Mstep: Class 20 contains 7004 members 
Mstep: Class 21 contains 3675 members 
Mstep: Class 22 contains 10045 members 
Mstep: Class 23 contains 2806 members 
Mstep: Class 24 contains 6206 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7040 members 
Mstep: Class 27 contains 2085 members 
Mstep: Class 28 contains 5097 members 
Mstep: Class 29 contains 7075 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 583 members 
Mstep: Class 32 contains 1520 members 
Mstep: Class 33 contains 12833 members 
Mstep: Class 34 contains 6056 members 
Mstep: Class 35 contains 525 members 
Mstep: Class 36 contains 11203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100900296.000000 Penalty: 120936.960938
Iteration 81Q: 37 clusters Score -1.009003e+08 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6753 members 
Mstep: Class 3 contains 21263 members 
Mstep: Class 4 contains 89017 members 
Mstep: Class 5 contains 4290 members 
Mstep: Class 6 contains 1018 members 
Mstep: Class 7 contains 30927 members 
Mstep: Class 8 contains 4693 members 
Mstep: Class 9 contains 159942 members 
Mstep: Class 10 contains 4083 members 
Mstep: Class 11 contains 26569 members 
Mstep: Class 12 contains 20172 members 
Mstep: Class 13 contains 165977 members 
Mstep: Class 14 contains 21620 members 
Mstep: Class 15 contains 528 members 
Mstep: Class 16 contains 7901 members 
Mstep: Class 17 contains 64383 members 
Mstep: Class 18 contains 37324 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 3644 members 
Mstep: Class 22 contains 10135 members 
Mstep: Class 23 contains 2807 members 
Mstep: Class 24 contains 6200 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7052 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 5059 members 
Mstep: Class 29 contains 7586 members 
Mstep: Class 30 contains 527 members 
Mstep: Class 31 contains 581 members 
Mstep: Class 32 contains 1535 members 
Mstep: Class 33 contains 12944 members 
Mstep: Class 34 contains 6203 members 
Mstep: Class 35 contains 528 members 
Mstep: Class 36 contains 11115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100900912.000000 Penalty: 120936.960938
Iteration 82Q: 37 clusters Score -1.009009e+08 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6749 members 
Mstep: Class 3 contains 21314 members 
Mstep: Class 4 contains 88701 members 
Mstep: Class 5 contains 4278 members 
Mstep: Class 6 contains 1016 members 
Mstep: Class 7 contains 30926 members 
Mstep: Class 8 contains 4727 members 
Mstep: Class 9 contains 159899 members 
Mstep: Class 10 contains 4057 members 
Mstep: Class 11 contains 26555 members 
Mstep: Class 12 contains 20157 members 
Mstep: Class 13 contains 165844 members 
Mstep: Class 14 contains 21604 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 7833 members 
Mstep: Class 17 contains 64395 members 
Mstep: Class 18 contains 37299 members 
Mstep: Class 19 contains 11498 members 
Mstep: Class 20 contains 7106 members 
Mstep: Class 21 contains 3618 members 
Mstep: Class 22 contains 10203 members 
Mstep: Class 23 contains 2806 members 
Mstep: Class 24 contains 6197 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7073 members 
Mstep: Class 27 contains 2090 members 
Mstep: Class 28 contains 5029 members 
Mstep: Class 29 contains 7990 members 
Mstep: Class 30 contains 535 members 
Mstep: Class 31 contains 580 members 
Mstep: Class 32 contains 1542 members 
Mstep: Class 33 contains 13034 members 
Mstep: Class 34 contains 6290 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 11022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100901576.000000 Penalty: 120936.960938
Iteration 83Q: 37 clusters Score -1.009016e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6737 members 
Mstep: Class 3 contains 21369 members 
Mstep: Class 4 contains 88441 members 
Mstep: Class 5 contains 4267 members 
Mstep: Class 6 contains 1015 members 
Mstep: Class 7 contains 30954 members 
Mstep: Class 8 contains 4733 members 
Mstep: Class 9 contains 159849 members 
Mstep: Class 10 contains 4044 members 
Mstep: Class 11 contains 26538 members 
Mstep: Class 12 contains 20142 members 
Mstep: Class 13 contains 165734 members 
Mstep: Class 14 contains 21598 members 
Mstep: Class 15 contains 504 members 
Mstep: Class 16 contains 7786 members 
Mstep: Class 17 contains 64415 members 
Mstep: Class 18 contains 37285 members 
Mstep: Class 19 contains 11506 members 
Mstep: Class 20 contains 7144 members 
Mstep: Class 21 contains 3600 members 
Mstep: Class 22 contains 10254 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7090 members 
Mstep: Class 27 contains 2091 members 
Mstep: Class 28 contains 5009 members 
Mstep: Class 29 contains 8303 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 580 members 
Mstep: Class 32 contains 1546 members 
Mstep: Class 33 contains 13109 members 
Mstep: Class 34 contains 6342 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 10948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100901584.000000 Penalty: 120936.960938
Iteration 84Q: 37 clusters Score -1.009016e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6733 members 
Mstep: Class 3 contains 21420 members 
Mstep: Class 4 contains 88219 members 
Mstep: Class 5 contains 4250 members 
Mstep: Class 6 contains 1015 members 
Mstep: Class 7 contains 31016 members 
Mstep: Class 8 contains 4741 members 
Mstep: Class 9 contains 159809 members 
Mstep: Class 10 contains 4035 members 
Mstep: Class 11 contains 26523 members 
Mstep: Class 12 contains 20128 members 
Mstep: Class 13 contains 165651 members 
Mstep: Class 14 contains 21605 members 
Mstep: Class 15 contains 513 members 
Mstep: Class 16 contains 7745 members 
Mstep: Class 17 contains 64427 members 
Mstep: Class 18 contains 37269 members 
Mstep: Class 19 contains 11517 members 
Mstep: Class 20 contains 7183 members 
Mstep: Class 21 contains 3586 members 
Mstep: Class 22 contains 10303 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 6187 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7101 members 
Mstep: Class 27 contains 2094 members 
Mstep: Class 28 contains 4987 members 
Mstep: Class 29 contains 8549 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 580 members 
Mstep: Class 32 contains 1544 members 
Mstep: Class 33 contains 13158 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 10862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902088.000000 Penalty: 120936.960938
Iteration 85Q: 37 clusters Score -1.009021e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6725 members 
Mstep: Class 3 contains 21458 members 
Mstep: Class 4 contains 88047 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 1014 members 
Mstep: Class 7 contains 31051 members 
Mstep: Class 8 contains 4744 members 
Mstep: Class 9 contains 159782 members 
Mstep: Class 10 contains 4024 members 
Mstep: Class 11 contains 26518 members 
Mstep: Class 12 contains 20106 members 
Mstep: Class 13 contains 165580 members 
Mstep: Class 14 contains 21609 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 7704 members 
Mstep: Class 17 contains 64446 members 
Mstep: Class 18 contains 37252 members 
Mstep: Class 19 contains 11529 members 
Mstep: Class 20 contains 7203 members 
Mstep: Class 21 contains 3574 members 
Mstep: Class 22 contains 10349 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 6175 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7118 members 
Mstep: Class 27 contains 2094 members 
Mstep: Class 28 contains 4968 members 
Mstep: Class 29 contains 8740 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 581 members 
Mstep: Class 32 contains 1545 members 
Mstep: Class 33 contains 13220 members 
Mstep: Class 34 contains 6395 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 10808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902096.000000 Penalty: 120936.960938
Iteration 86Q: 37 clusters Score -1.009021e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6719 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 87910 members 
Mstep: Class 5 contains 4238 members 
Mstep: Class 6 contains 1014 members 
Mstep: Class 7 contains 31083 members 
Mstep: Class 8 contains 4755 members 
Mstep: Class 9 contains 159747 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 26518 members 
Mstep: Class 12 contains 20093 members 
Mstep: Class 13 contains 165520 members 
Mstep: Class 14 contains 21607 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 7679 members 
Mstep: Class 17 contains 64461 members 
Mstep: Class 18 contains 37242 members 
Mstep: Class 19 contains 11545 members 
Mstep: Class 20 contains 7213 members 
Mstep: Class 21 contains 3574 members 
Mstep: Class 22 contains 10383 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 6166 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7131 members 
Mstep: Class 27 contains 2094 members 
Mstep: Class 28 contains 4946 members 
Mstep: Class 29 contains 8911 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 582 members 
Mstep: Class 32 contains 1546 members 
Mstep: Class 33 contains 13269 members 
Mstep: Class 34 contains 6415 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 10739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902272.000000 Penalty: 120936.960938
Iteration 87Q: 37 clusters Score -1.009023e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6715 members 
Mstep: Class 3 contains 21502 members 
Mstep: Class 4 contains 87809 members 
Mstep: Class 5 contains 4234 members 
Mstep: Class 6 contains 1014 members 
Mstep: Class 7 contains 31113 members 
Mstep: Class 8 contains 4763 members 
Mstep: Class 9 contains 159725 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 26514 members 
Mstep: Class 12 contains 20077 members 
Mstep: Class 13 contains 165480 members 
Mstep: Class 14 contains 21612 members 
Mstep: Class 15 contains 534 members 
Mstep: Class 16 contains 7657 members 
Mstep: Class 17 contains 64469 members 
Mstep: Class 18 contains 37235 members 
Mstep: Class 19 contains 11555 members 
Mstep: Class 20 contains 7222 members 
Mstep: Class 21 contains 3566 members 
Mstep: Class 22 contains 10412 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 6151 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7142 members 
Mstep: Class 27 contains 2095 members 
Mstep: Class 28 contains 4925 members 
Mstep: Class 29 contains 9036 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 581 members 
Mstep: Class 32 contains 1547 members 
Mstep: Class 33 contains 13306 members 
Mstep: Class 34 contains 6430 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 10685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902160.000000 Penalty: 120936.960938
Iteration 88Q: 37 clusters Score -1.009022e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 21525 members 
Mstep: Class 4 contains 87711 members 
Mstep: Class 5 contains 4232 members 
Mstep: Class 6 contains 1013 members 
Mstep: Class 7 contains 31140 members 
Mstep: Class 8 contains 4762 members 
Mstep: Class 9 contains 159702 members 
Mstep: Class 10 contains 4010 members 
Mstep: Class 11 contains 26512 members 
Mstep: Class 12 contains 20086 members 
Mstep: Class 13 contains 165442 members 
Mstep: Class 14 contains 21618 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 7621 members 
Mstep: Class 17 contains 64469 members 
Mstep: Class 18 contains 37230 members 
Mstep: Class 19 contains 11556 members 
Mstep: Class 20 contains 7235 members 
Mstep: Class 21 contains 3555 members 
Mstep: Class 22 contains 10430 members 
Mstep: Class 23 contains 2807 members 
Mstep: Class 24 contains 6141 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7160 members 
Mstep: Class 27 contains 2095 members 
Mstep: Class 28 contains 4912 members 
Mstep: Class 29 contains 9147 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 580 members 
Mstep: Class 32 contains 1547 members 
Mstep: Class 33 contains 13343 members 
Mstep: Class 34 contains 6437 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 10649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902272.000000 Penalty: 120936.960938
Iteration 89Q: 37 clusters Score -1.009023e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6723 members 
Mstep: Class 3 contains 21540 members 
Mstep: Class 4 contains 87650 members 
Mstep: Class 5 contains 4235 members 
Mstep: Class 6 contains 1013 members 
Mstep: Class 7 contains 31158 members 
Mstep: Class 8 contains 4765 members 
Mstep: Class 9 contains 159680 members 
Mstep: Class 10 contains 4013 members 
Mstep: Class 11 contains 26505 members 
Mstep: Class 12 contains 20093 members 
Mstep: Class 13 contains 165417 members 
Mstep: Class 14 contains 21625 members 
Mstep: Class 15 contains 543 members 
Mstep: Class 16 contains 7589 members 
Mstep: Class 17 contains 64467 members 
Mstep: Class 18 contains 37230 members 
Mstep: Class 19 contains 11557 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 3552 members 
Mstep: Class 22 contains 10442 members 
Mstep: Class 23 contains 2807 members 
Mstep: Class 24 contains 6124 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7180 members 
Mstep: Class 27 contains 2096 members 
Mstep: Class 28 contains 4897 members 
Mstep: Class 29 contains 9235 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 1547 members 
Mstep: Class 33 contains 13375 members 
Mstep: Class 34 contains 6438 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 10609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902240.000000 Penalty: 120936.960938
Iteration 90Q: 37 clusters Score -1.009022e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6719 members 
Mstep: Class 3 contains 21553 members 
Mstep: Class 4 contains 87606 members 
Mstep: Class 5 contains 4234 members 
Mstep: Class 6 contains 1013 members 
Mstep: Class 7 contains 31160 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 159668 members 
Mstep: Class 10 contains 4005 members 
Mstep: Class 11 contains 26504 members 
Mstep: Class 12 contains 20084 members 
Mstep: Class 13 contains 165380 members 
Mstep: Class 14 contains 21633 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 16 contains 7561 members 
Mstep: Class 17 contains 64467 members 
Mstep: Class 18 contains 37228 members 
Mstep: Class 19 contains 11558 members 
Mstep: Class 20 contains 7257 members 
Mstep: Class 21 contains 3548 members 
Mstep: Class 22 contains 10456 members 
Mstep: Class 23 contains 2807 members 
Mstep: Class 24 contains 6121 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7199 members 
Mstep: Class 27 contains 2096 members 
Mstep: Class 28 contains 4894 members 
Mstep: Class 29 contains 9298 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 578 members 
Mstep: Class 32 contains 1548 members 
Mstep: Class 33 contains 13403 members 
Mstep: Class 34 contains 6438 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 10594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902064.000000 Penalty: 120936.960938
Iteration 91Q: 37 clusters Score -1.009021e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6718 members 
Mstep: Class 3 contains 21562 members 
Mstep: Class 4 contains 87568 members 
Mstep: Class 5 contains 4229 members 
Mstep: Class 6 contains 1013 members 
Mstep: Class 7 contains 31169 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 159653 members 
Mstep: Class 10 contains 4003 members 
Mstep: Class 11 contains 26504 members 
Mstep: Class 12 contains 20090 members 
Mstep: Class 13 contains 165350 members 
Mstep: Class 14 contains 21639 members 
Mstep: Class 15 contains 545 members 
Mstep: Class 16 contains 7542 members 
Mstep: Class 17 contains 64464 members 
Mstep: Class 18 contains 37224 members 
Mstep: Class 19 contains 11558 members 
Mstep: Class 20 contains 7261 members 
Mstep: Class 21 contains 3548 members 
Mstep: Class 22 contains 10463 members 
Mstep: Class 23 contains 2807 members 
Mstep: Class 24 contains 6119 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7211 members 
Mstep: Class 27 contains 2097 members 
Mstep: Class 28 contains 4887 members 
Mstep: Class 29 contains 9352 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 575 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 13432 members 
Mstep: Class 34 contains 6438 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 10581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902288.000000 Penalty: 120936.960938
Iteration 92Q: 37 clusters Score -1.009023e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6719 members 
Mstep: Class 3 contains 21568 members 
Mstep: Class 4 contains 87539 members 
Mstep: Class 5 contains 4231 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 31181 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 159638 members 
Mstep: Class 10 contains 4000 members 
Mstep: Class 11 contains 26504 members 
Mstep: Class 12 contains 20091 members 
Mstep: Class 13 contains 165325 members 
Mstep: Class 14 contains 21639 members 
Mstep: Class 15 contains 547 members 
Mstep: Class 16 contains 7535 members 
Mstep: Class 17 contains 64461 members 
Mstep: Class 18 contains 37224 members 
Mstep: Class 19 contains 11562 members 
Mstep: Class 20 contains 7266 members 
Mstep: Class 21 contains 3544 members 
Mstep: Class 22 contains 10468 members 
Mstep: Class 23 contains 2807 members 
Mstep: Class 24 contains 6111 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7219 members 
Mstep: Class 27 contains 2099 members 
Mstep: Class 28 contains 4882 members 
Mstep: Class 29 contains 9391 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 573 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13452 members 
Mstep: Class 34 contains 6438 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 10573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902240.000000 Penalty: 120936.960938
Iteration 93Q: 37 clusters Score -1.009022e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6719 members 
Mstep: Class 3 contains 21573 members 
Mstep: Class 4 contains 87513 members 
Mstep: Class 5 contains 4230 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 31196 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 159627 members 
Mstep: Class 10 contains 4000 members 
Mstep: Class 11 contains 26503 members 
Mstep: Class 12 contains 20091 members 
Mstep: Class 13 contains 165312 members 
Mstep: Class 14 contains 21648 members 
Mstep: Class 15 contains 548 members 
Mstep: Class 16 contains 7531 members 
Mstep: Class 17 contains 64464 members 
Mstep: Class 18 contains 37223 members 
Mstep: Class 19 contains 11568 members 
Mstep: Class 20 contains 7270 members 
Mstep: Class 21 contains 3539 members 
Mstep: Class 22 contains 10468 members 
Mstep: Class 23 contains 2807 members 
Mstep: Class 24 contains 6099 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 2097 members 
Mstep: Class 28 contains 4875 members 
Mstep: Class 29 contains 9416 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 571 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 13469 members 
Mstep: Class 34 contains 6440 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 10566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902360.000000 Penalty: 120936.960938
Iteration 94Q: 37 clusters Score -1.009024e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6720 members 
Mstep: Class 3 contains 21578 members 
Mstep: Class 4 contains 87488 members 
Mstep: Class 5 contains 4230 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 31203 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 159615 members 
Mstep: Class 10 contains 3999 members 
Mstep: Class 11 contains 26502 members 
Mstep: Class 12 contains 20092 members 
Mstep: Class 13 contains 165286 members 
Mstep: Class 14 contains 21651 members 
Mstep: Class 15 contains 547 members 
Mstep: Class 16 contains 7531 members 
Mstep: Class 17 contains 64465 members 
Mstep: Class 18 contains 37224 members 
Mstep: Class 19 contains 11569 members 
Mstep: Class 20 contains 7272 members 
Mstep: Class 21 contains 3535 members 
Mstep: Class 22 contains 10472 members 
Mstep: Class 23 contains 2807 members 
Mstep: Class 24 contains 6091 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7226 members 
Mstep: Class 27 contains 2097 members 
Mstep: Class 28 contains 4869 members 
Mstep: Class 29 contains 9447 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 569 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 13495 members 
Mstep: Class 34 contains 6442 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 10560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902328.000000 Penalty: 120936.960938
Iteration 95Q: 37 clusters Score -1.009023e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6721 members 
Mstep: Class 3 contains 21587 members 
Mstep: Class 4 contains 87466 members 
Mstep: Class 5 contains 4233 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 31213 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 159605 members 
Mstep: Class 10 contains 3995 members 
Mstep: Class 11 contains 26502 members 
Mstep: Class 12 contains 20088 members 
Mstep: Class 13 contains 165266 members 
Mstep: Class 14 contains 21656 members 
Mstep: Class 15 contains 548 members 
Mstep: Class 16 contains 7526 members 
Mstep: Class 17 contains 64470 members 
Mstep: Class 18 contains 37223 members 
Mstep: Class 19 contains 11570 members 
Mstep: Class 20 contains 7274 members 
Mstep: Class 21 contains 3532 members 
Mstep: Class 22 contains 10475 members 
Mstep: Class 23 contains 2807 members 
Mstep: Class 24 contains 6081 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7231 members 
Mstep: Class 27 contains 2097 members 
Mstep: Class 28 contains 4868 members 
Mstep: Class 29 contains 9472 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 568 members 
Mstep: Class 32 contains 1551 members 
Mstep: Class 33 contains 13515 members 
Mstep: Class 34 contains 6443 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 10551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902224.000000 Penalty: 120936.960938
Iteration 96Q: 37 clusters Score -1.009022e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6721 members 
Mstep: Class 3 contains 21593 members 
Mstep: Class 4 contains 87439 members 
Mstep: Class 5 contains 4234 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 31210 members 
Mstep: Class 8 contains 4767 members 
Mstep: Class 9 contains 159598 members 
Mstep: Class 10 contains 3993 members 
Mstep: Class 11 contains 26502 members 
Mstep: Class 12 contains 20089 members 
Mstep: Class 13 contains 165247 members 
Mstep: Class 14 contains 21662 members 
Mstep: Class 15 contains 548 members 
Mstep: Class 16 contains 7522 members 
Mstep: Class 17 contains 64473 members 
Mstep: Class 18 contains 37223 members 
Mstep: Class 19 contains 11571 members 
Mstep: Class 20 contains 7277 members 
Mstep: Class 21 contains 3529 members 
Mstep: Class 22 contains 10477 members 
Mstep: Class 23 contains 2807 members 
Mstep: Class 24 contains 6072 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7238 members 
Mstep: Class 27 contains 2097 members 
Mstep: Class 28 contains 4863 members 
Mstep: Class 29 contains 9503 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 568 members 
Mstep: Class 32 contains 1551 members 
Mstep: Class 33 contains 13534 members 
Mstep: Class 34 contains 6445 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 10552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902432.000000 Penalty: 120936.960938
Iteration 97Q: 37 clusters Score -1.009024e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6719 members 
Mstep: Class 3 contains 21593 members 
Mstep: Class 4 contains 87415 members 
Mstep: Class 5 contains 4235 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 31203 members 
Mstep: Class 8 contains 4760 members 
Mstep: Class 9 contains 159596 members 
Mstep: Class 10 contains 3989 members 
Mstep: Class 11 contains 26501 members 
Mstep: Class 12 contains 20097 members 
Mstep: Class 13 contains 165236 members 
Mstep: Class 14 contains 21667 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 16 contains 7512 members 
Mstep: Class 17 contains 64475 members 
Mstep: Class 18 contains 37223 members 
Mstep: Class 19 contains 11574 members 
Mstep: Class 20 contains 7279 members 
Mstep: Class 21 contains 3520 members 
Mstep: Class 22 contains 10484 members 
Mstep: Class 23 contains 2807 members 
Mstep: Class 24 contains 6059 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7248 members 
Mstep: Class 27 contains 2097 members 
Mstep: Class 28 contains 4859 members 
Mstep: Class 29 contains 9534 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 568 members 
Mstep: Class 32 contains 1551 members 
Mstep: Class 33 contains 13555 members 
Mstep: Class 34 contains 6448 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 10552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902384.000000 Penalty: 120936.960938
Iteration 98Q: 37 clusters Score -1.009024e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6718 members 
Mstep: Class 3 contains 21599 members 
Mstep: Class 4 contains 87392 members 
Mstep: Class 5 contains 4235 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 31193 members 
Mstep: Class 8 contains 4761 members 
Mstep: Class 9 contains 159590 members 
Mstep: Class 10 contains 3985 members 
Mstep: Class 11 contains 26500 members 
Mstep: Class 12 contains 20105 members 
Mstep: Class 13 contains 165219 members 
Mstep: Class 14 contains 21668 members 
Mstep: Class 15 contains 551 members 
Mstep: Class 16 contains 7506 members 
Mstep: Class 17 contains 64477 members 
Mstep: Class 18 contains 37222 members 
Mstep: Class 19 contains 11573 members 
Mstep: Class 20 contains 7284 members 
Mstep: Class 21 contains 3516 members 
Mstep: Class 22 contains 10489 members 
Mstep: Class 23 contains 2806 members 
Mstep: Class 24 contains 6049 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7258 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4854 members 
Mstep: Class 29 contains 9556 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 568 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 13581 members 
Mstep: Class 34 contains 6451 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 10551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902432.000000 Penalty: 120936.960938
Iteration 99Q: 37 clusters Score -1.009024e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6722 members 
Mstep: Class 3 contains 21599 members 
Mstep: Class 4 contains 87378 members 
Mstep: Class 5 contains 4234 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 31187 members 
Mstep: Class 8 contains 4756 members 
Mstep: Class 9 contains 159585 members 
Mstep: Class 10 contains 3985 members 
Mstep: Class 11 contains 26495 members 
Mstep: Class 12 contains 20108 members 
Mstep: Class 13 contains 165208 members 
Mstep: Class 14 contains 21669 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7502 members 
Mstep: Class 17 contains 64480 members 
Mstep: Class 18 contains 37224 members 
Mstep: Class 19 contains 11574 members 
Mstep: Class 20 contains 7291 members 
Mstep: Class 21 contains 3504 members 
Mstep: Class 22 contains 10490 members 
Mstep: Class 23 contains 2806 members 
Mstep: Class 24 contains 6038 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7267 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4854 members 
Mstep: Class 29 contains 9573 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 568 members 
Mstep: Class 32 contains 1551 members 
Mstep: Class 33 contains 13597 members 
Mstep: Class 34 contains 6453 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 10556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902608.000000 Penalty: 120936.960938
Iteration 100F: 37 clusters Score -1.009026e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6722 members 
Mstep: Class 3 contains 21602 members 
Mstep: Class 4 contains 87361 members 
Mstep: Class 5 contains 4234 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 31192 members 
Mstep: Class 8 contains 4758 members 
Mstep: Class 9 contains 159582 members 
Mstep: Class 10 contains 3980 members 
Mstep: Class 11 contains 26493 members 
Mstep: Class 12 contains 20109 members 
Mstep: Class 13 contains 165195 members 
Mstep: Class 14 contains 21669 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7493 members 
Mstep: Class 17 contains 64480 members 
Mstep: Class 18 contains 37223 members 
Mstep: Class 19 contains 11575 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 3498 members 
Mstep: Class 22 contains 10496 members 
Mstep: Class 23 contains 2806 members 
Mstep: Class 24 contains 6030 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7281 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4853 members 
Mstep: Class 29 contains 9589 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 564 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 13619 members 
Mstep: Class 34 contains 6454 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 10547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902624.000000 Penalty: 120936.960938
Iteration 101Q: 37 clusters Score -1.009026e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6722 members 
Mstep: Class 3 contains 21606 members 
Mstep: Class 4 contains 87350 members 
Mstep: Class 5 contains 4233 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 31182 members 
Mstep: Class 8 contains 4757 members 
Mstep: Class 9 contains 159583 members 
Mstep: Class 10 contains 3978 members 
Mstep: Class 11 contains 26492 members 
Mstep: Class 12 contains 20113 members 
Mstep: Class 13 contains 165180 members 
Mstep: Class 14 contains 21673 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7491 members 
Mstep: Class 17 contains 64484 members 
Mstep: Class 18 contains 37223 members 
Mstep: Class 19 contains 11573 members 
Mstep: Class 20 contains 7298 members 
Mstep: Class 21 contains 3498 members 
Mstep: Class 22 contains 10500 members 
Mstep: Class 23 contains 2806 members 
Mstep: Class 24 contains 6021 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7287 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4851 members 
Mstep: Class 29 contains 9604 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13635 members 
Mstep: Class 34 contains 6456 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 10541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902688.000000 Penalty: 120936.960938
Iteration 102Q: 37 clusters Score -1.009027e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 21607 members 
Mstep: Class 4 contains 87336 members 
Mstep: Class 5 contains 4233 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 31179 members 
Mstep: Class 8 contains 4757 members 
Mstep: Class 9 contains 159578 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 26488 members 
Mstep: Class 12 contains 20117 members 
Mstep: Class 13 contains 165175 members 
Mstep: Class 14 contains 21680 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7483 members 
Mstep: Class 17 contains 64485 members 
Mstep: Class 18 contains 37223 members 
Mstep: Class 19 contains 11574 members 
Mstep: Class 20 contains 7301 members 
Mstep: Class 21 contains 3500 members 
Mstep: Class 22 contains 10504 members 
Mstep: Class 23 contains 2806 members 
Mstep: Class 24 contains 6011 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7291 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4850 members 
Mstep: Class 29 contains 9620 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 543 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13649 members 
Mstep: Class 34 contains 6457 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 10533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902760.000000 Penalty: 120936.960938
Iteration 103Q: 37 clusters Score -1.009028e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6723 members 
Mstep: Class 3 contains 21609 members 
Mstep: Class 4 contains 87322 members 
Mstep: Class 5 contains 4231 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 31177 members 
Mstep: Class 8 contains 4754 members 
Mstep: Class 9 contains 159577 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26479 members 
Mstep: Class 12 contains 20116 members 
Mstep: Class 13 contains 165170 members 
Mstep: Class 14 contains 21681 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7479 members 
Mstep: Class 17 contains 64490 members 
Mstep: Class 18 contains 37224 members 
Mstep: Class 19 contains 11577 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 3503 members 
Mstep: Class 22 contains 10507 members 
Mstep: Class 23 contains 2806 members 
Mstep: Class 24 contains 6005 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7295 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4850 members 
Mstep: Class 29 contains 9635 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 520 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13664 members 
Mstep: Class 34 contains 6457 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 10529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902752.000000 Penalty: 120936.960938
Iteration 104Q: 37 clusters Score -1.009028e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6725 members 
Mstep: Class 3 contains 21610 members 
Mstep: Class 4 contains 87317 members 
Mstep: Class 5 contains 4231 members 
Mstep: Class 6 contains 1006 members 
Mstep: Class 7 contains 31172 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 159573 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26473 members 
Mstep: Class 12 contains 20124 members 
Mstep: Class 13 contains 165167 members 
Mstep: Class 14 contains 21686 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7471 members 
Mstep: Class 17 contains 64489 members 
Mstep: Class 18 contains 37224 members 
Mstep: Class 19 contains 11579 members 
Mstep: Class 20 contains 7305 members 
Mstep: Class 21 contains 3501 members 
Mstep: Class 22 contains 10508 members 
Mstep: Class 23 contains 2806 members 
Mstep: Class 24 contains 6000 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7300 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4849 members 
Mstep: Class 29 contains 9645 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 500 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13674 members 
Mstep: Class 34 contains 6457 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 10529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902864.000000 Penalty: 120936.960938
Iteration 105Q: 37 clusters Score -1.009029e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 21608 members 
Mstep: Class 4 contains 87305 members 
Mstep: Class 5 contains 4233 members 
Mstep: Class 6 contains 1002 members 
Mstep: Class 7 contains 31173 members 
Mstep: Class 8 contains 4744 members 
Mstep: Class 9 contains 159568 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26470 members 
Mstep: Class 12 contains 20131 members 
Mstep: Class 13 contains 165154 members 
Mstep: Class 14 contains 21686 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7466 members 
Mstep: Class 17 contains 64490 members 
Mstep: Class 18 contains 37223 members 
Mstep: Class 19 contains 11583 members 
Mstep: Class 20 contains 7306 members 
Mstep: Class 21 contains 3496 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2806 members 
Mstep: Class 24 contains 5993 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7304 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4849 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 486 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13690 members 
Mstep: Class 34 contains 6458 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 10538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902848.000000 Penalty: 120936.960938
Iteration 106Q: 37 clusters Score -1.009028e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6729 members 
Mstep: Class 3 contains 21607 members 
Mstep: Class 4 contains 87298 members 
Mstep: Class 5 contains 4231 members 
Mstep: Class 6 contains 999 members 
Mstep: Class 7 contains 31172 members 
Mstep: Class 8 contains 4744 members 
Mstep: Class 9 contains 159560 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26468 members 
Mstep: Class 12 contains 20142 members 
Mstep: Class 13 contains 165147 members 
Mstep: Class 14 contains 21684 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7461 members 
Mstep: Class 17 contains 64491 members 
Mstep: Class 18 contains 37223 members 
Mstep: Class 19 contains 11584 members 
Mstep: Class 20 contains 7305 members 
Mstep: Class 21 contains 3494 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2806 members 
Mstep: Class 24 contains 5988 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4848 members 
Mstep: Class 29 contains 9659 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13706 members 
Mstep: Class 34 contains 6459 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 10540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903040.000000 Penalty: 120936.960938
Iteration 107Q: 37 clusters Score -1.00903e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6730 members 
Mstep: Class 3 contains 21610 members 
Mstep: Class 4 contains 87289 members 
Mstep: Class 5 contains 4231 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 31169 members 
Mstep: Class 8 contains 4742 members 
Mstep: Class 9 contains 159559 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26468 members 
Mstep: Class 12 contains 20145 members 
Mstep: Class 13 contains 165134 members 
Mstep: Class 14 contains 21685 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7454 members 
Mstep: Class 17 contains 64492 members 
Mstep: Class 18 contains 37223 members 
Mstep: Class 19 contains 11584 members 
Mstep: Class 20 contains 7308 members 
Mstep: Class 21 contains 3496 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2807 members 
Mstep: Class 24 contains 5983 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7312 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4847 members 
Mstep: Class 29 contains 9669 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 470 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13721 members 
Mstep: Class 34 contains 6459 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902984.000000 Penalty: 120936.960938
Iteration 108Q: 37 clusters Score -1.00903e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6731 members 
Mstep: Class 3 contains 21612 members 
Mstep: Class 4 contains 87282 members 
Mstep: Class 5 contains 4230 members 
Mstep: Class 6 contains 994 members 
Mstep: Class 7 contains 31170 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 159554 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26465 members 
Mstep: Class 12 contains 20153 members 
Mstep: Class 13 contains 165118 members 
Mstep: Class 14 contains 21688 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 64493 members 
Mstep: Class 18 contains 37223 members 
Mstep: Class 19 contains 11584 members 
Mstep: Class 20 contains 7311 members 
Mstep: Class 21 contains 3500 members 
Mstep: Class 22 contains 10508 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5971 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7314 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4846 members 
Mstep: Class 29 contains 9678 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 470 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13742 members 
Mstep: Class 34 contains 6459 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902824.000000 Penalty: 120936.960938
Iteration 109Q: 37 clusters Score -1.009028e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6730 members 
Mstep: Class 3 contains 21617 members 
Mstep: Class 4 contains 87277 members 
Mstep: Class 5 contains 4231 members 
Mstep: Class 6 contains 992 members 
Mstep: Class 7 contains 31169 members 
Mstep: Class 8 contains 4734 members 
Mstep: Class 9 contains 159553 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26460 members 
Mstep: Class 12 contains 20155 members 
Mstep: Class 13 contains 165109 members 
Mstep: Class 14 contains 21690 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7442 members 
Mstep: Class 17 contains 64493 members 
Mstep: Class 18 contains 37223 members 
Mstep: Class 19 contains 11585 members 
Mstep: Class 20 contains 7311 members 
Mstep: Class 21 contains 3501 members 
Mstep: Class 22 contains 10508 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5964 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7319 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4847 members 
Mstep: Class 29 contains 9685 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 469 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13755 members 
Mstep: Class 34 contains 6461 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902880.000000 Penalty: 120936.960938
Iteration 110Q: 37 clusters Score -1.009029e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 3 contains 21620 members 
Mstep: Class 4 contains 87272 members 
Mstep: Class 5 contains 4230 members 
Mstep: Class 6 contains 991 members 
Mstep: Class 7 contains 31164 members 
Mstep: Class 8 contains 4730 members 
Mstep: Class 9 contains 159548 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26459 members 
Mstep: Class 12 contains 20151 members 
Mstep: Class 13 contains 165100 members 
Mstep: Class 14 contains 21690 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7432 members 
Mstep: Class 17 contains 64495 members 
Mstep: Class 18 contains 37223 members 
Mstep: Class 19 contains 11587 members 
Mstep: Class 20 contains 7316 members 
Mstep: Class 21 contains 3500 members 
Mstep: Class 22 contains 10508 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5964 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7325 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4847 members 
Mstep: Class 29 contains 9693 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 469 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13769 members 
Mstep: Class 34 contains 6464 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902992.000000 Penalty: 120936.960938
Iteration 111Q: 37 clusters Score -1.00903e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 3 contains 21622 members 
Mstep: Class 4 contains 87270 members 
Mstep: Class 5 contains 4229 members 
Mstep: Class 6 contains 990 members 
Mstep: Class 7 contains 31165 members 
Mstep: Class 8 contains 4724 members 
Mstep: Class 9 contains 159546 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26459 members 
Mstep: Class 12 contains 20150 members 
Mstep: Class 13 contains 165094 members 
Mstep: Class 14 contains 21691 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7422 members 
Mstep: Class 17 contains 64493 members 
Mstep: Class 18 contains 37222 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7318 members 
Mstep: Class 21 contains 3501 members 
Mstep: Class 22 contains 10508 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5963 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7331 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4848 members 
Mstep: Class 29 contains 9698 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 468 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13775 members 
Mstep: Class 34 contains 6466 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903000.000000 Penalty: 120936.960938
Iteration 112Q: 37 clusters Score -1.00903e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 3 contains 21624 members 
Mstep: Class 4 contains 87266 members 
Mstep: Class 5 contains 4228 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 31166 members 
Mstep: Class 8 contains 4722 members 
Mstep: Class 9 contains 159545 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26457 members 
Mstep: Class 12 contains 20153 members 
Mstep: Class 13 contains 165090 members 
Mstep: Class 14 contains 21690 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7416 members 
Mstep: Class 17 contains 64493 members 
Mstep: Class 18 contains 37224 members 
Mstep: Class 19 contains 11589 members 
Mstep: Class 20 contains 7318 members 
Mstep: Class 21 contains 3500 members 
Mstep: Class 22 contains 10508 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5962 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7337 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4844 members 
Mstep: Class 29 contains 9702 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 470 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13785 members 
Mstep: Class 34 contains 6467 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902984.000000 Penalty: 120936.960938
Iteration 113Q: 37 clusters Score -1.00903e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 3 contains 21623 members 
Mstep: Class 4 contains 87261 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 987 members 
Mstep: Class 7 contains 31166 members 
Mstep: Class 8 contains 4721 members 
Mstep: Class 9 contains 159544 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26458 members 
Mstep: Class 12 contains 20154 members 
Mstep: Class 13 contains 165083 members 
Mstep: Class 14 contains 21690 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 17 contains 64494 members 
Mstep: Class 18 contains 37228 members 
Mstep: Class 19 contains 11588 members 
Mstep: Class 20 contains 7319 members 
Mstep: Class 21 contains 3501 members 
Mstep: Class 22 contains 10508 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5959 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7343 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4839 members 
Mstep: Class 29 contains 9706 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 469 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13798 members 
Mstep: Class 34 contains 6467 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903072.000000 Penalty: 120936.960938
Iteration 114Q: 37 clusters Score -1.009031e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6730 members 
Mstep: Class 3 contains 21630 members 
Mstep: Class 4 contains 87257 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 986 members 
Mstep: Class 7 contains 31161 members 
Mstep: Class 8 contains 4719 members 
Mstep: Class 9 contains 159544 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26460 members 
Mstep: Class 12 contains 20153 members 
Mstep: Class 13 contains 165081 members 
Mstep: Class 14 contains 21690 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7407 members 
Mstep: Class 17 contains 64495 members 
Mstep: Class 18 contains 37226 members 
Mstep: Class 19 contains 11588 members 
Mstep: Class 20 contains 7320 members 
Mstep: Class 21 contains 3502 members 
Mstep: Class 22 contains 10508 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5957 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7346 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 9712 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 469 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13800 members 
Mstep: Class 34 contains 6467 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903072.000000 Penalty: 120936.960938
Iteration 115Q: 37 clusters Score -1.009031e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6729 members 
Mstep: Class 3 contains 21632 members 
Mstep: Class 4 contains 87255 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 986 members 
Mstep: Class 7 contains 31157 members 
Mstep: Class 8 contains 4719 members 
Mstep: Class 9 contains 159540 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26459 members 
Mstep: Class 12 contains 20151 members 
Mstep: Class 13 contains 165081 members 
Mstep: Class 14 contains 21692 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7401 members 
Mstep: Class 17 contains 64498 members 
Mstep: Class 18 contains 37224 members 
Mstep: Class 19 contains 11588 members 
Mstep: Class 20 contains 7320 members 
Mstep: Class 21 contains 3502 members 
Mstep: Class 22 contains 10508 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5955 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7352 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 9715 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 469 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13808 members 
Mstep: Class 34 contains 6467 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903056.000000 Penalty: 120936.960938
Iteration 116Q: 37 clusters Score -1.009031e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 21634 members 
Mstep: Class 4 contains 87255 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 986 members 
Mstep: Class 7 contains 31155 members 
Mstep: Class 8 contains 4718 members 
Mstep: Class 9 contains 159540 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26459 members 
Mstep: Class 12 contains 20151 members 
Mstep: Class 13 contains 165074 members 
Mstep: Class 14 contains 21692 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7400 members 
Mstep: Class 17 contains 64501 members 
Mstep: Class 18 contains 37224 members 
Mstep: Class 19 contains 11588 members 
Mstep: Class 20 contains 7320 members 
Mstep: Class 21 contains 3502 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5952 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7355 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 9716 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 469 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13815 members 
Mstep: Class 34 contains 6467 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903056.000000 Penalty: 120936.960938
Iteration 117Q: 37 clusters Score -1.009031e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 21638 members 
Mstep: Class 4 contains 87253 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 986 members 
Mstep: Class 7 contains 31155 members 
Mstep: Class 8 contains 4717 members 
Mstep: Class 9 contains 159539 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26459 members 
Mstep: Class 12 contains 20152 members 
Mstep: Class 13 contains 165072 members 
Mstep: Class 14 contains 21692 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 17 contains 64500 members 
Mstep: Class 18 contains 37222 members 
Mstep: Class 19 contains 11589 members 
Mstep: Class 20 contains 7320 members 
Mstep: Class 21 contains 3501 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5950 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7359 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 9717 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 469 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13822 members 
Mstep: Class 34 contains 6467 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903032.000000 Penalty: 120936.960938
Iteration 118Q: 37 clusters Score -1.00903e+08 nChanged 35
Entering ConstructFrom: 
Score: -100903032.000000 Penalty: 120936.960938
Entering ConstructFrom: 
Trying to split cluster 1 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -69415.429688 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -69415.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67875.062500 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -67875.06 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68064.281250 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -68064.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68148.789062 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -68148.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68213.609375 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -68213.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68250.757812 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -68250.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68274.140625 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -68274.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68285.281250 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -68285.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68289.937500 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -68289.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68289.937500 Penalty: 3127.006592
	Iteration 8F: 3 clusters Score -68289.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Entering Unmasked Estep 
Score: -853748.000000 Penalty: 2185.843506
	Iteration 0F: 2 clusters Score -853748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -848232.000000 Penalty: 4371.687012
	Iteration 0F: 3 clusters Score -848232 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -849874.375000 Penalty: 4371.687012
	Iteration 1F: 3 clusters Score -849874.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -850309.562500 Penalty: 4371.687012
	Iteration 2F: 3 clusters Score -850309.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -850683.187500 Penalty: 4371.687012
	Iteration 3F: 3 clusters Score -850683.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -851016.437500 Penalty: 4371.687012
	Iteration 4F: 3 clusters Score -851016.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -851308.812500 Penalty: 4371.687012
	Iteration 5F: 3 clusters Score -851308.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -851560.625000 Penalty: 4371.687012
	Iteration 6Q: 3 clusters Score -851560.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -851743.750000 Penalty: 4371.687012
	Iteration 7Q: 3 clusters Score -851743.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -851875.875000 Penalty: 4371.687012
	Iteration 8Q: 3 clusters Score -851875.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -851974.000000 Penalty: 4371.687012
	Iteration 9Q: 3 clusters Score -851974 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -852036.187500 Penalty: 4371.687012
	Iteration 10Q: 3 clusters Score -852036.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -852086.312500 Penalty: 4371.687012
	Iteration 11Q: 3 clusters Score -852086.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -852124.812500 Penalty: 4371.687012
	Iteration 12Q: 3 clusters Score -852124.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -852164.312500 Penalty: 4371.687012
	Iteration 13Q: 3 clusters Score -852164.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -852201.312500 Penalty: 4371.687012
	Iteration 14Q: 3 clusters Score -852201.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -852236.312500 Penalty: 4371.687012
	Iteration 15Q: 3 clusters Score -852236.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -852267.562500 Penalty: 4371.687012
	Iteration 16Q: 3 clusters Score -852267.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -852291.687500 Penalty: 4371.687012
	Iteration 17Q: 3 clusters Score -852291.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -852306.750000 Penalty: 4371.687012
	Iteration 18Q: 3 clusters Score -852306.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -852323.312500 Penalty: 4371.687012
	Iteration 19Q: 3 clusters Score -852323.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -852342.937500 Penalty: 4371.687012
	Iteration 20F: 3 clusters Score -852342.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -852365.562500 Penalty: 4371.687012
	Iteration 21Q: 3 clusters Score -852365.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -852386.937500 Penalty: 4371.687012
	Iteration 22Q: 3 clusters Score -852386.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -852413.000000 Penalty: 4371.687012
	Iteration 23Q: 3 clusters Score -852413 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -852438.687500 Penalty: 4371.687012
	Iteration 24Q: 3 clusters Score -852438.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -852460.375000 Penalty: 4371.687012
	Iteration 25Q: 3 clusters Score -852460.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -852479.437500 Penalty: 4371.687012
	Iteration 26Q: 3 clusters Score -852479.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -852501.250000 Penalty: 4371.687012
	Iteration 27Q: 3 clusters Score -852501.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -852513.500000 Penalty: 4371.687012
	Iteration 28Q: 3 clusters Score -852513.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -852524.687500 Penalty: 4371.687012
	Iteration 29Q: 3 clusters Score -852524.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -852534.000000 Penalty: 4371.687012
	Iteration 30Q: 3 clusters Score -852534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -852541.562500 Penalty: 4371.687012
	Iteration 31Q: 3 clusters Score -852541.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -852540.750000 Penalty: 4371.687012
	Iteration 32Q: 3 clusters Score -852540.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -852545.437500 Penalty: 4371.687012
	Iteration 33Q: 3 clusters Score -852545.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -852546.375000 Penalty: 4371.687012
	Iteration 34Q: 3 clusters Score -852546.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -852549.187500 Penalty: 4371.687012
	Iteration 35Q: 3 clusters Score -852549.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -852552.187500 Penalty: 4371.687012
	Iteration 36Q: 3 clusters Score -852552.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -852552.687500 Penalty: 4371.687012
	Iteration 37Q: 3 clusters Score -852552.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -852552.000000 Penalty: 4371.687012
	Iteration 38Q: 3 clusters Score -852552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -852551.312500 Penalty: 4371.687012
	Iteration 39Q: 3 clusters Score -852551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -852553.125000 Penalty: 4371.687012
	Iteration 40F: 3 clusters Score -852553.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -852553.812500 Penalty: 4371.687012
	Iteration 41Q: 3 clusters Score -852553.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -852556.062500 Penalty: 4371.687012
	Iteration 42Q: 3 clusters Score -852556.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -852559.687500 Penalty: 4371.687012
	Iteration 43Q: 3 clusters Score -852559.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -852560.625000 Penalty: 4371.687012
	Iteration 44Q: 3 clusters Score -852560.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -852563.875000 Penalty: 4371.687012
	Iteration 45Q: 3 clusters Score -852563.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -852566.125000 Penalty: 4371.687012
	Iteration 46Q: 3 clusters Score -852566.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -852567.625000 Penalty: 4371.687012
	Iteration 47Q: 3 clusters Score -852567.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -852568.062500 Penalty: 4371.687012
	Iteration 48Q: 3 clusters Score -852568.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -852569.187500 Penalty: 4371.687012
	Iteration 49Q: 3 clusters Score -852569.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -852571.625000 Penalty: 4371.687012
	Iteration 50Q: 3 clusters Score -852571.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -852572.750000 Penalty: 4371.687012
	Iteration 51Q: 3 clusters Score -852572.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -852574.437500 Penalty: 4371.687012
	Iteration 52Q: 3 clusters Score -852574.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -852575.875000 Penalty: 4371.687012
	Iteration 53Q: 3 clusters Score -852575.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -852578.250000 Penalty: 4371.687012
	Iteration 54Q: 3 clusters Score -852578.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -852578.125000 Penalty: 4371.687012
	Iteration 55Q: 3 clusters Score -852578.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -852578.750000 Penalty: 4371.687012
	Iteration 56Q: 3 clusters Score -852578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -852579.750000 Penalty: 4371.687012
	Iteration 57Q: 3 clusters Score -852579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -852582.187500 Penalty: 4371.687012
	Iteration 58Q: 3 clusters Score -852582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -852581.000000 Penalty: 4371.687012
	Iteration 59Q: 3 clusters Score -852581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -852581.000000 Penalty: 4371.687012
	Iteration 60F: 3 clusters Score -852581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Entering Unmasked Estep 
Score: -2847229.000000 Penalty: 2475.633057
	Iteration 0F: 2 clusters Score -2847229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2831975.500000 Penalty: 4951.266113
	Iteration 0F: 3 clusters Score -2831976 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2837415.000000 Penalty: 4951.266113
	Iteration 1F: 3 clusters Score -2837415 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2838275.500000 Penalty: 4951.266113
	Iteration 2F: 3 clusters Score -2838276 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2839206.250000 Penalty: 4951.266113
	Iteration 3F: 3 clusters Score -2839206 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2840101.500000 Penalty: 4951.266113
	Iteration 4F: 3 clusters Score -2840102 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2840950.000000 Penalty: 4951.266113
	Iteration 5F: 3 clusters Score -2840950 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2841674.500000 Penalty: 4951.266113
	Iteration 6F: 3 clusters Score -2841674 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2842188.750000 Penalty: 4951.266113
	Iteration 7Q: 3 clusters Score -2842189 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2842555.750000 Penalty: 4951.266113
	Iteration 8Q: 3 clusters Score -2842556 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2842850.250000 Penalty: 4951.266113
	Iteration 9Q: 3 clusters Score -2842850 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2843071.250000 Penalty: 4951.266113
	Iteration 10Q: 3 clusters Score -2843071 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2843266.500000 Penalty: 4951.266113
	Iteration 11Q: 3 clusters Score -2843266 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2843463.750000 Penalty: 4951.266113
	Iteration 12Q: 3 clusters Score -2843464 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2843676.500000 Penalty: 4951.266113
	Iteration 13Q: 3 clusters Score -2843676 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2843905.250000 Penalty: 4951.266113
	Iteration 14Q: 3 clusters Score -2843905 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2844107.250000 Penalty: 4951.266113
	Iteration 15Q: 3 clusters Score -2844107 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2844349.500000 Penalty: 4951.266113
	Iteration 16Q: 3 clusters Score -2844350 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2844610.000000 Penalty: 4951.266113
	Iteration 17Q: 3 clusters Score -2844610 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2844826.750000 Penalty: 4951.266113
	Iteration 18Q: 3 clusters Score -2844827 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2844990.250000 Penalty: 4951.266113
	Iteration 19Q: 3 clusters Score -2844990 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2845123.000000 Penalty: 4951.266113
	Iteration 20F: 3 clusters Score -2845123 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2845256.750000 Penalty: 4951.266113
	Iteration 21Q: 3 clusters Score -2845257 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2845346.250000 Penalty: 4951.266113
	Iteration 22Q: 3 clusters Score -2845346 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2845433.750000 Penalty: 4951.266113
	Iteration 23Q: 3 clusters Score -2845434 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2845508.750000 Penalty: 4951.266113
	Iteration 24Q: 3 clusters Score -2845509 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2845591.500000 Penalty: 4951.266113
	Iteration 25Q: 3 clusters Score -2845592 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2845665.750000 Penalty: 4951.266113
	Iteration 26Q: 3 clusters Score -2845666 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2845761.500000 Penalty: 4951.266113
	Iteration 27Q: 3 clusters Score -2845762 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2845852.750000 Penalty: 4951.266113
	Iteration 28Q: 3 clusters Score -2845853 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2845923.500000 Penalty: 4951.266113
	Iteration 29Q: 3 clusters Score -2845924 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2845973.000000 Penalty: 4951.266113
	Iteration 30Q: 3 clusters Score -2845973 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2846004.000000 Penalty: 4951.266113
	Iteration 31Q: 3 clusters Score -2846004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2846026.000000 Penalty: 4951.266113
	Iteration 32Q: 3 clusters Score -2846026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2846046.000000 Penalty: 4951.266113
	Iteration 33Q: 3 clusters Score -2846046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2846068.000000 Penalty: 4951.266113
	Iteration 34Q: 3 clusters Score -2846068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2846077.750000 Penalty: 4951.266113
	Iteration 35Q: 3 clusters Score -2846078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2846094.000000 Penalty: 4951.266113
	Iteration 36Q: 3 clusters Score -2846094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2846103.000000 Penalty: 4951.266113
	Iteration 37Q: 3 clusters Score -2846103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2846101.750000 Penalty: 4951.266113
	Iteration 38Q: 3 clusters Score -2846102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2846110.000000 Penalty: 4951.266113
	Iteration 39Q: 3 clusters Score -2846110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2846119.500000 Penalty: 4951.266113
	Iteration 40F: 3 clusters Score -2846120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2846122.500000 Penalty: 4951.266113
	Iteration 41Q: 3 clusters Score -2846122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2846123.000000 Penalty: 4951.266113
	Iteration 42Q: 3 clusters Score -2846123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2846139.250000 Penalty: 4951.266113
	Iteration 43Q: 3 clusters Score -2846139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2846137.250000 Penalty: 4951.266113
	Iteration 44Q: 3 clusters Score -2846137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2846139.000000 Penalty: 4951.266113
	Iteration 45Q: 3 clusters Score -2846139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2846137.500000 Penalty: 4951.266113
	Iteration 46Q: 3 clusters Score -2846138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2846140.250000 Penalty: 4951.266113
	Iteration 47Q: 3 clusters Score -2846140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2846140.250000 Penalty: 4951.266113
	Iteration 48F: 3 clusters Score -2846140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (87252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87252 members 
Entering Unmasked Estep 
Score: -11892432.000000 Penalty: 2821.385742
	Iteration 0F: 2 clusters Score -1.189243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -11834049.000000 Penalty: 5642.771484
	Iteration 0F: 3 clusters Score -1.183405e+07 nChanged 41200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -11857721.000000 Penalty: 5642.771484
	Iteration 1F: 3 clusters Score -1.185772e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -11858666.000000 Penalty: 5642.771484
	Iteration 2Q: 3 clusters Score -1.185867e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -11859648.000000 Penalty: 5642.771484
	Iteration 3Q: 3 clusters Score -1.185965e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -11861032.000000 Penalty: 5642.771484
	Iteration 4Q: 3 clusters Score -1.186103e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -11862623.000000 Penalty: 5642.771484
	Iteration 5Q: 3 clusters Score -1.186262e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -11864798.000000 Penalty: 5642.771484
	Iteration 6F: 3 clusters Score -1.18648e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -11867342.000000 Penalty: 5642.771484
	Iteration 7F: 3 clusters Score -1.186734e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -11869971.000000 Penalty: 5642.771484
	Iteration 8F: 3 clusters Score -1.186997e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -11872639.000000 Penalty: 5642.771484
	Iteration 9F: 3 clusters Score -1.187264e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -11874920.000000 Penalty: 5642.771484
	Iteration 10F: 3 clusters Score -1.187492e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 59333 members 
Entering Unmasked Estep 
Score: -11876874.000000 Penalty: 5642.771484
	Iteration 11Q: 3 clusters Score -1.187687e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -11878673.000000 Penalty: 5642.771484
	Iteration 12Q: 3 clusters Score -1.187867e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 63947 members 
Entering Unmasked Estep 
Score: -11880452.000000 Penalty: 5642.771484
	Iteration 13Q: 3 clusters Score -1.188045e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 66010 members 
Entering Unmasked Estep 
Score: -11882091.000000 Penalty: 5642.771484
	Iteration 14Q: 3 clusters Score -1.188209e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -11883383.000000 Penalty: 5642.771484
	Iteration 15Q: 3 clusters Score -1.188338e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -11884303.000000 Penalty: 5642.771484
	Iteration 16Q: 3 clusters Score -1.18843e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 70926 members 
Entering Unmasked Estep 
Score: -11885036.000000 Penalty: 5642.771484
	Iteration 17Q: 3 clusters Score -1.188504e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 72245 members 
Entering Unmasked Estep 
Score: -11885583.000000 Penalty: 5642.771484
	Iteration 18Q: 3 clusters Score -1.188558e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 73512 members 
Entering Unmasked Estep 
Score: -11886157.000000 Penalty: 5642.771484
	Iteration 19Q: 3 clusters Score -1.188616e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 74645 members 
Entering Unmasked Estep 
Score: -11886581.000000 Penalty: 5642.771484
	Iteration 20F: 3 clusters Score -1.188658e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 75681 members 
Entering Unmasked Estep 
Score: -11886960.000000 Penalty: 5642.771484
	Iteration 21Q: 3 clusters Score -1.188696e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -11887306.000000 Penalty: 5642.771484
	Iteration 22Q: 3 clusters Score -1.188731e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 77575 members 
Entering Unmasked Estep 
Score: -11887667.000000 Penalty: 5642.771484
	Iteration 23Q: 3 clusters Score -1.188767e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
Score: -11887922.000000 Penalty: 5642.771484
	Iteration 24Q: 3 clusters Score -1.188792e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 79128 members 
Entering Unmasked Estep 
Score: -11888228.000000 Penalty: 5642.771484
	Iteration 25Q: 3 clusters Score -1.188823e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -11888439.000000 Penalty: 5642.771484
	Iteration 26Q: 3 clusters Score -1.188844e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 80321 members 
Entering Unmasked Estep 
Score: -11888607.000000 Penalty: 5642.771484
	Iteration 27Q: 3 clusters Score -1.188861e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 80818 members 
Entering Unmasked Estep 
Score: -11888809.000000 Penalty: 5642.771484
	Iteration 28Q: 3 clusters Score -1.188881e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 81286 members 
Entering Unmasked Estep 
Score: -11888989.000000 Penalty: 5642.771484
	Iteration 29Q: 3 clusters Score -1.188899e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 81728 members 
Entering Unmasked Estep 
Score: -11889117.000000 Penalty: 5642.771484
	Iteration 30Q: 3 clusters Score -1.188912e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 82092 members 
Entering Unmasked Estep 
Score: -11889227.000000 Penalty: 5642.771484
	Iteration 31Q: 3 clusters Score -1.188923e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 82430 members 
Entering Unmasked Estep 
Score: -11889261.000000 Penalty: 5642.771484
	Iteration 32Q: 3 clusters Score -1.188926e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 82741 members 
Entering Unmasked Estep 
Score: -11889394.000000 Penalty: 5642.771484
	Iteration 33Q: 3 clusters Score -1.188939e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 83013 members 
Entering Unmasked Estep 
Score: -11889488.000000 Penalty: 5642.771484
	Iteration 34Q: 3 clusters Score -1.188949e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -11889570.000000 Penalty: 5642.771484
	Iteration 35Q: 3 clusters Score -1.188957e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 83533 members 
Entering Unmasked Estep 
Score: -11889654.000000 Penalty: 5642.771484
	Iteration 36Q: 3 clusters Score -1.188965e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 83774 members 
Entering Unmasked Estep 
Score: -11889701.000000 Penalty: 5642.771484
	Iteration 37Q: 3 clusters Score -1.18897e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 83991 members 
Entering Unmasked Estep 
Score: -11889780.000000 Penalty: 5642.771484
	Iteration 38Q: 3 clusters Score -1.188978e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 84158 members 
Entering Unmasked Estep 
Score: -11889821.000000 Penalty: 5642.771484
	Iteration 39Q: 3 clusters Score -1.188982e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 84306 members 
Entering Unmasked Estep 
Score: -11889866.000000 Penalty: 5642.771484
	Iteration 40F: 3 clusters Score -1.188987e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 84445 members 
Entering Unmasked Estep 
Score: -11889895.000000 Penalty: 5642.771484
	Iteration 41Q: 3 clusters Score -1.18899e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 84580 members 
Entering Unmasked Estep 
Score: -11889961.000000 Penalty: 5642.771484
	Iteration 42Q: 3 clusters Score -1.188996e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 84686 members 
Entering Unmasked Estep 
Score: -11890012.000000 Penalty: 5642.771484
	Iteration 43Q: 3 clusters Score -1.189001e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 84791 members 
Entering Unmasked Estep 
Score: -11890049.000000 Penalty: 5642.771484
	Iteration 44Q: 3 clusters Score -1.189005e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 84884 members 
Entering Unmasked Estep 
Score: -11890076.000000 Penalty: 5642.771484
	Iteration 45Q: 3 clusters Score -1.189008e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 84962 members 
Entering Unmasked Estep 
Score: -11890087.000000 Penalty: 5642.771484
	Iteration 46Q: 3 clusters Score -1.189009e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 85023 members 
Entering Unmasked Estep 
Score: -11890090.000000 Penalty: 5642.771484
	Iteration 47Q: 3 clusters Score -1.189009e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 85082 members 
Entering Unmasked Estep 
Score: -11890114.000000 Penalty: 5642.771484
	Iteration 48Q: 3 clusters Score -1.189011e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 85130 members 
Entering Unmasked Estep 
Score: -11890121.000000 Penalty: 5642.771484
	Iteration 49Q: 3 clusters Score -1.189012e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 85160 members 
Entering Unmasked Estep 
Score: -11890135.000000 Penalty: 5642.771484
	Iteration 50Q: 3 clusters Score -1.189014e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 85188 members 
Entering Unmasked Estep 
Score: -11890144.000000 Penalty: 5642.771484
	Iteration 51Q: 3 clusters Score -1.189014e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 85214 members 
Entering Unmasked Estep 
Score: -11890145.000000 Penalty: 5642.771484
	Iteration 52Q: 3 clusters Score -1.189014e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 85239 members 
Entering Unmasked Estep 
Score: -11890155.000000 Penalty: 5642.771484
	Iteration 53Q: 3 clusters Score -1.189016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 85258 members 
Entering Unmasked Estep 
Score: -11890142.000000 Penalty: 5642.771484
	Iteration 54Q: 3 clusters Score -1.189014e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 85278 members 
Entering Unmasked Estep 
Score: -11890144.000000 Penalty: 5642.771484
	Iteration 55Q: 3 clusters Score -1.189014e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 85300 members 
Entering Unmasked Estep 
Score: -11890146.000000 Penalty: 5642.771484
	Iteration 56Q: 3 clusters Score -1.189015e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 85325 members 
Entering Unmasked Estep 
Score: -11890161.000000 Penalty: 5642.771484
	Iteration 57Q: 3 clusters Score -1.189016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 85340 members 
Entering Unmasked Estep 
Score: -11890161.000000 Penalty: 5642.771484
	Iteration 58Q: 3 clusters Score -1.189016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 85356 members 
Entering Unmasked Estep 
Score: -11890160.000000 Penalty: 5642.771484
	Iteration 59Q: 3 clusters Score -1.189016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 85372 members 
Entering Unmasked Estep 
Score: -11890159.000000 Penalty: 5642.771484
	Iteration 60F: 3 clusters Score -1.189016e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 85390 members 
Entering Unmasked Estep 
Score: -11890163.000000 Penalty: 5642.771484
	Iteration 61Q: 3 clusters Score -1.189016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 85404 members 
Entering Unmasked Estep 
Score: -11890162.000000 Penalty: 5642.771484
	Iteration 62Q: 3 clusters Score -1.189016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 85420 members 
Entering Unmasked Estep 
Score: -11890180.000000 Penalty: 5642.771484
	Iteration 63Q: 3 clusters Score -1.189018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 85438 members 
Entering Unmasked Estep 
Score: -11890184.000000 Penalty: 5642.771484
	Iteration 64Q: 3 clusters Score -1.189018e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 85460 members 
Entering Unmasked Estep 
Score: -11890188.000000 Penalty: 5642.771484
	Iteration 65Q: 3 clusters Score -1.189019e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 85485 members 
Entering Unmasked Estep 
Score: -11890190.000000 Penalty: 5642.771484
	Iteration 66Q: 3 clusters Score -1.189019e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 85511 members 
Entering Unmasked Estep 
Score: -11890199.000000 Penalty: 5642.771484
	Iteration 67Q: 3 clusters Score -1.18902e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 85535 members 
Entering Unmasked Estep 
Score: -11890203.000000 Penalty: 5642.771484
	Iteration 68Q: 3 clusters Score -1.18902e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 85555 members 
Entering Unmasked Estep 
Score: -11890207.000000 Penalty: 5642.771484
	Iteration 69Q: 3 clusters Score -1.189021e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 85573 members 
Entering Unmasked Estep 
Score: -11890222.000000 Penalty: 5642.771484
	Iteration 70Q: 3 clusters Score -1.189022e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 85585 members 
Entering Unmasked Estep 
Score: -11890226.000000 Penalty: 5642.771484
	Iteration 71Q: 3 clusters Score -1.189023e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 85601 members 
Entering Unmasked Estep 
Score: -11890224.000000 Penalty: 5642.771484
	Iteration 72Q: 3 clusters Score -1.189022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 85619 members 
Entering Unmasked Estep 
Score: -11890229.000000 Penalty: 5642.771484
	Iteration 73Q: 3 clusters Score -1.189023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 85632 members 
Entering Unmasked Estep 
Score: -11890228.000000 Penalty: 5642.771484
	Iteration 74Q: 3 clusters Score -1.189023e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 85646 members 
Entering Unmasked Estep 
Score: -11890236.000000 Penalty: 5642.771484
	Iteration 75Q: 3 clusters Score -1.189024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 85656 members 
Entering Unmasked Estep 
Score: -11890243.000000 Penalty: 5642.771484
	Iteration 76Q: 3 clusters Score -1.189024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 85664 members 
Entering Unmasked Estep 
Score: -11890242.000000 Penalty: 5642.771484
	Iteration 77Q: 3 clusters Score -1.189024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 85672 members 
Entering Unmasked Estep 
Score: -11890240.000000 Penalty: 5642.771484
	Iteration 78Q: 3 clusters Score -1.189024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 85680 members 
Entering Unmasked Estep 
Score: -11890238.000000 Penalty: 5642.771484
	Iteration 79Q: 3 clusters Score -1.189024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 85687 members 
Entering Unmasked Estep 
Score: -11890249.000000 Penalty: 5642.771484
	Iteration 80F: 3 clusters Score -1.189025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 85693 members 
Entering Unmasked Estep 
Score: -11890251.000000 Penalty: 5642.771484
	Iteration 81Q: 3 clusters Score -1.189025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 85701 members 
Entering Unmasked Estep 
Score: -11890253.000000 Penalty: 5642.771484
	Iteration 82Q: 3 clusters Score -1.189025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 85705 members 
Entering Unmasked Estep 
Score: -11890251.000000 Penalty: 5642.771484
	Iteration 83Q: 3 clusters Score -1.189025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 85710 members 
Entering Unmasked Estep 
Score: -11890259.000000 Penalty: 5642.771484
	Iteration 84Q: 3 clusters Score -1.189026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 85712 members 
Entering Unmasked Estep 
Score: -11890267.000000 Penalty: 5642.771484
	Iteration 85Q: 3 clusters Score -1.189027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 85714 members 
Entering Unmasked Estep 
Score: -11890273.000000 Penalty: 5642.771484
	Iteration 86Q: 3 clusters Score -1.189027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 85715 members 
Entering Unmasked Estep 
Score: -11890276.000000 Penalty: 5642.771484
	Iteration 87Q: 3 clusters Score -1.189028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 85716 members 
Entering Unmasked Estep 
Score: -11890271.000000 Penalty: 5642.771484
	Iteration 88Q: 3 clusters Score -1.189027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 85716 members 
Entering Unmasked Estep 
Score: -11890271.000000 Penalty: 5642.771484
	Iteration 89F: 3 clusters Score -1.189027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Entering Unmasked Estep 
Score: -560406.187500 Penalty: 2070.613525
	Iteration 0F: 2 clusters Score -560406.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -556370.187500 Penalty: 4141.227051
	Iteration 0F: 3 clusters Score -556370.2 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -557307.750000 Penalty: 4141.227051
	Iteration 1F: 3 clusters Score -557307.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -557497.562500 Penalty: 4141.227051
	Iteration 2F: 3 clusters Score -557497.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -557624.437500 Penalty: 4141.227051
	Iteration 3Q: 3 clusters Score -557624.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -557747.562500 Penalty: 4141.227051
	Iteration 4Q: 3 clusters Score -557747.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -557877.562500 Penalty: 4141.227051
	Iteration 5Q: 3 clusters Score -557877.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -558029.187500 Penalty: 4141.227051
	Iteration 6Q: 3 clusters Score -558029.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -558225.562500 Penalty: 4141.227051
	Iteration 7Q: 3 clusters Score -558225.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -558444.875000 Penalty: 4141.227051
	Iteration 8Q: 3 clusters Score -558444.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -558639.875000 Penalty: 4141.227051
	Iteration 9Q: 3 clusters Score -558639.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -558824.312500 Penalty: 4141.227051
	Iteration 10Q: 3 clusters Score -558824.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -558953.250000 Penalty: 4141.227051
	Iteration 11Q: 3 clusters Score -558953.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -559025.937500 Penalty: 4141.227051
	Iteration 12Q: 3 clusters Score -559025.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -559071.375000 Penalty: 4141.227051
	Iteration 13Q: 3 clusters Score -559071.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -559107.062500 Penalty: 4141.227051
	Iteration 14Q: 3 clusters Score -559107.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -559146.562500 Penalty: 4141.227051
	Iteration 15Q: 3 clusters Score -559146.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -559185.812500 Penalty: 4141.227051
	Iteration 16Q: 3 clusters Score -559185.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -559226.500000 Penalty: 4141.227051
	Iteration 17Q: 3 clusters Score -559226.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -559270.812500 Penalty: 4141.227051
	Iteration 18Q: 3 clusters Score -559270.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -559314.437500 Penalty: 4141.227051
	Iteration 19Q: 3 clusters Score -559314.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -559355.062500 Penalty: 4141.227051
	Iteration 20F: 3 clusters Score -559355.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -559398.937500 Penalty: 4141.227051
	Iteration 21Q: 3 clusters Score -559398.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -559427.812500 Penalty: 4141.227051
	Iteration 22Q: 3 clusters Score -559427.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -559455.812500 Penalty: 4141.227051
	Iteration 23Q: 3 clusters Score -559455.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -559487.062500 Penalty: 4141.227051
	Iteration 24Q: 3 clusters Score -559487.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -559531.000000 Penalty: 4141.227051
	Iteration 25Q: 3 clusters Score -559531 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -559596.750000 Penalty: 4141.227051
	Iteration 26Q: 3 clusters Score -559596.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -559668.812500 Penalty: 4141.227051
	Iteration 27Q: 3 clusters Score -559668.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -559723.687500 Penalty: 4141.227051
	Iteration 28Q: 3 clusters Score -559723.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -559743.437500 Penalty: 4141.227051
	Iteration 29Q: 3 clusters Score -559743.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -559755.312500 Penalty: 4141.227051
	Iteration 30Q: 3 clusters Score -559755.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -559764.375000 Penalty: 4141.227051
	Iteration 31Q: 3 clusters Score -559764.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -559770.312500 Penalty: 4141.227051
	Iteration 32Q: 3 clusters Score -559770.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -559775.062500 Penalty: 4141.227051
	Iteration 33Q: 3 clusters Score -559775.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -559777.125000 Penalty: 4141.227051
	Iteration 34Q: 3 clusters Score -559777.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -559778.500000 Penalty: 4141.227051
	Iteration 35Q: 3 clusters Score -559778.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -559780.250000 Penalty: 4141.227051
	Iteration 36Q: 3 clusters Score -559780.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -559781.312500 Penalty: 4141.227051
	Iteration 37Q: 3 clusters Score -559781.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -559783.187500 Penalty: 4141.227051
	Iteration 38Q: 3 clusters Score -559783.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -559783.687500 Penalty: 4141.227051
	Iteration 39Q: 3 clusters Score -559783.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -559783.000000 Penalty: 4141.227051
	Iteration 40F: 3 clusters Score -559783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -559784.375000 Penalty: 4141.227051
	Iteration 41Q: 3 clusters Score -559784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -559785.437500 Penalty: 4141.227051
	Iteration 42Q: 3 clusters Score -559785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -559786.625000 Penalty: 4141.227051
	Iteration 43Q: 3 clusters Score -559786.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -559786.125000 Penalty: 4141.227051
	Iteration 44Q: 3 clusters Score -559786.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -559786.125000 Penalty: 4141.227051
	Iteration 45F: 3 clusters Score -559786.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -124160.335938 Penalty: 1709.626709
	Iteration 0F: 2 clusters Score -124160.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -122318.976562 Penalty: 3419.253418
	Iteration 0F: 3 clusters Score -122319 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -122774.929688 Penalty: 3419.253418
	Iteration 1F: 3 clusters Score -122774.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -123156.632812 Penalty: 3419.253418
	Iteration 2F: 3 clusters Score -123156.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -123503.718750 Penalty: 3419.253418
	Iteration 3F: 3 clusters Score -123503.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -123817.117188 Penalty: 3419.253418
	Iteration 4F: 3 clusters Score -123817.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -124053.492188 Penalty: 3419.253418
	Iteration 5F: 3 clusters Score -124053.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -124141.468750 Penalty: 3419.253418
	Iteration 6Q: 3 clusters Score -124141.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -124203.625000 Penalty: 3419.253418
	Iteration 7Q: 3 clusters Score -124203.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -124257.046875 Penalty: 3419.253418
	Iteration 8Q: 3 clusters Score -124257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -124283.851562 Penalty: 3419.253418
	Iteration 9Q: 3 clusters Score -124283.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -124287.750000 Penalty: 3419.253418
	Iteration 10Q: 3 clusters Score -124287.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -124289.851562 Penalty: 3419.253418
	Iteration 11Q: 3 clusters Score -124289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -124294.101562 Penalty: 3419.253418
	Iteration 12Q: 3 clusters Score -124294.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -124295.789062 Penalty: 3419.253418
	Iteration 13Q: 3 clusters Score -124295.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -124295.789062 Penalty: 3419.253418
	Iteration 14F: 3 clusters Score -124295.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 21642 members 
Mstep: Class 4 contains 87252 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 710 members 
Mstep: Class 7 contains 31148 members 
Mstep: Class 8 contains 4716 members 
Mstep: Class 9 contains 159540 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26457 members 
Mstep: Class 12 contains 20151 members 
Mstep: Class 13 contains 165068 members 
Mstep: Class 14 contains 21693 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 64500 members 
Mstep: Class 18 contains 37221 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7320 members 
Mstep: Class 21 contains 3501 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5947 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7362 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 9717 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 469 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13831 members 
Mstep: Class 34 contains 6468 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10534 members 
Mstep: Class 37 contains 276 members 
Entering Unmasked Estep 
Score: -100901400.000000 Penalty: 124296.320312
Splitting cluster 6 changes total score from -100903032.000000 to -100901400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (31148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Entering Unmasked Estep 
Score: -3983291.250000 Penalty: 2565.933350
	Iteration 0F: 2 clusters Score -3983291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -3961982.000000 Penalty: 5131.866699
	Iteration 0F: 3 clusters Score -3961982 nChanged 14148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3969837.750000 Penalty: 5131.866699
	Iteration 1F: 3 clusters Score -3969838 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -3970625.500000 Penalty: 5131.866699
	Iteration 2F: 3 clusters Score -3970626 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3971520.000000 Penalty: 5131.866699
	Iteration 3F: 3 clusters Score -3971520 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -3972359.750000 Penalty: 5131.866699
	Iteration 4F: 3 clusters Score -3972360 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3973038.500000 Penalty: 5131.866699
	Iteration 5F: 3 clusters Score -3973038 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -3973595.750000 Penalty: 5131.866699
	Iteration 6Q: 3 clusters Score -3973596 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -3974070.750000 Penalty: 5131.866699
	Iteration 7Q: 3 clusters Score -3974071 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -3974509.500000 Penalty: 5131.866699
	Iteration 8Q: 3 clusters Score -3974510 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3974868.000000 Penalty: 5131.866699
	Iteration 9Q: 3 clusters Score -3974868 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3975241.750000 Penalty: 5131.866699
	Iteration 10Q: 3 clusters Score -3975242 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3975662.000000 Penalty: 5131.866699
	Iteration 11Q: 3 clusters Score -3975662 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -3976165.500000 Penalty: 5131.866699
	Iteration 12Q: 3 clusters Score -3976166 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -3976698.500000 Penalty: 5131.866699
	Iteration 13Q: 3 clusters Score -3976698 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -3977259.500000 Penalty: 5131.866699
	Iteration 14Q: 3 clusters Score -3977260 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -3977827.750000 Penalty: 5131.866699
	Iteration 15Q: 3 clusters Score -3977828 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3978389.500000 Penalty: 5131.866699
	Iteration 16Q: 3 clusters Score -3978390 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -3978854.750000 Penalty: 5131.866699
	Iteration 17Q: 3 clusters Score -3978855 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -3979327.250000 Penalty: 5131.866699
	Iteration 18Q: 3 clusters Score -3979327 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -3979787.750000 Penalty: 5131.866699
	Iteration 19Q: 3 clusters Score -3979788 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -3980262.000000 Penalty: 5131.866699
	Iteration 20F: 3 clusters Score -3980262 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -3980666.500000 Penalty: 5131.866699
	Iteration 21Q: 3 clusters Score -3980666 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -3980972.750000 Penalty: 5131.866699
	Iteration 22Q: 3 clusters Score -3980973 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -3981211.750000 Penalty: 5131.866699
	Iteration 23Q: 3 clusters Score -3981212 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -3981405.250000 Penalty: 5131.866699
	Iteration 24Q: 3 clusters Score -3981405 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -3981556.250000 Penalty: 5131.866699
	Iteration 25Q: 3 clusters Score -3981556 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -3981642.250000 Penalty: 5131.866699
	Iteration 26Q: 3 clusters Score -3981642 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -3981695.000000 Penalty: 5131.866699
	Iteration 27Q: 3 clusters Score -3981695 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -3981741.750000 Penalty: 5131.866699
	Iteration 28Q: 3 clusters Score -3981742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -3981762.750000 Penalty: 5131.866699
	Iteration 29Q: 3 clusters Score -3981763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -3981779.750000 Penalty: 5131.866699
	Iteration 30Q: 3 clusters Score -3981780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -3981804.000000 Penalty: 5131.866699
	Iteration 31Q: 3 clusters Score -3981804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -3981828.750000 Penalty: 5131.866699
	Iteration 32Q: 3 clusters Score -3981829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -3981835.250000 Penalty: 5131.866699
	Iteration 33Q: 3 clusters Score -3981835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -3981842.750000 Penalty: 5131.866699
	Iteration 34Q: 3 clusters Score -3981843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -3981852.250000 Penalty: 5131.866699
	Iteration 35Q: 3 clusters Score -3981852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -3981847.500000 Penalty: 5131.866699
	Iteration 36Q: 3 clusters Score -3981848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -3981849.750000 Penalty: 5131.866699
	Iteration 37Q: 3 clusters Score -3981850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -3981854.750000 Penalty: 5131.866699
	Iteration 38Q: 3 clusters Score -3981855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -3981854.250000 Penalty: 5131.866699
	Iteration 39Q: 3 clusters Score -3981854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -3981850.250000 Penalty: 5131.866699
	Iteration 40F: 3 clusters Score -3981850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -3981851.000000 Penalty: 5131.866699
	Iteration 41Q: 3 clusters Score -3981851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -3981850.500000 Penalty: 5131.866699
	Iteration 42Q: 3 clusters Score -3981850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -3981854.750000 Penalty: 5131.866699
	Iteration 43Q: 3 clusters Score -3981855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -3981859.250000 Penalty: 5131.866699
	Iteration 44Q: 3 clusters Score -3981859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -3981861.250000 Penalty: 5131.866699
	Iteration 45Q: 3 clusters Score -3981861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -3981858.750000 Penalty: 5131.866699
	Iteration 46Q: 3 clusters Score -3981859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -3981858.750000 Penalty: 5131.866699
	Iteration 47F: 3 clusters Score -3981859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Entering Unmasked Estep 
Score: -552223.062500 Penalty: 2097.761719
	Iteration 0F: 2 clusters Score -552223.1 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 2344 members 
Entering Unmasked Estep 
Score: -547943.937500 Penalty: 4195.523438
	Iteration 0F: 3 clusters Score -547943.9 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -549118.125000 Penalty: 4195.523438
	Iteration 1F: 3 clusters Score -549118.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -549466.625000 Penalty: 4195.523438
	Iteration 2F: 3 clusters Score -549466.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -549717.312500 Penalty: 4195.523438
	Iteration 3F: 3 clusters Score -549717.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -549918.000000 Penalty: 4195.523438
	Iteration 4F: 3 clusters Score -549918 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -550116.500000 Penalty: 4195.523438
	Iteration 5Q: 3 clusters Score -550116.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -550301.750000 Penalty: 4195.523438
	Iteration 6Q: 3 clusters Score -550301.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -550443.562500 Penalty: 4195.523438
	Iteration 7Q: 3 clusters Score -550443.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -550575.250000 Penalty: 4195.523438
	Iteration 8Q: 3 clusters Score -550575.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -550710.062500 Penalty: 4195.523438
	Iteration 9Q: 3 clusters Score -550710.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -550859.187500 Penalty: 4195.523438
	Iteration 10Q: 3 clusters Score -550859.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -550994.250000 Penalty: 4195.523438
	Iteration 11Q: 3 clusters Score -550994.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -551119.062500 Penalty: 4195.523438
	Iteration 12Q: 3 clusters Score -551119.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -551196.437500 Penalty: 4195.523438
	Iteration 13Q: 3 clusters Score -551196.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -551242.125000 Penalty: 4195.523438
	Iteration 14Q: 3 clusters Score -551242.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -551268.062500 Penalty: 4195.523438
	Iteration 15Q: 3 clusters Score -551268.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -551288.500000 Penalty: 4195.523438
	Iteration 16Q: 3 clusters Score -551288.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -551309.812500 Penalty: 4195.523438
	Iteration 17Q: 3 clusters Score -551309.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -551319.687500 Penalty: 4195.523438
	Iteration 18Q: 3 clusters Score -551319.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -551336.062500 Penalty: 4195.523438
	Iteration 19Q: 3 clusters Score -551336.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -551356.687500 Penalty: 4195.523438
	Iteration 20F: 3 clusters Score -551356.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -551372.750000 Penalty: 4195.523438
	Iteration 21Q: 3 clusters Score -551372.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -551385.625000 Penalty: 4195.523438
	Iteration 22Q: 3 clusters Score -551385.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -551394.812500 Penalty: 4195.523438
	Iteration 23Q: 3 clusters Score -551394.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -551409.875000 Penalty: 4195.523438
	Iteration 24Q: 3 clusters Score -551409.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -551420.437500 Penalty: 4195.523438
	Iteration 25Q: 3 clusters Score -551420.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -551428.687500 Penalty: 4195.523438
	Iteration 26Q: 3 clusters Score -551428.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -551433.937500 Penalty: 4195.523438
	Iteration 27Q: 3 clusters Score -551433.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -551437.625000 Penalty: 4195.523438
	Iteration 28Q: 3 clusters Score -551437.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -551440.625000 Penalty: 4195.523438
	Iteration 29Q: 3 clusters Score -551440.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -551444.187500 Penalty: 4195.523438
	Iteration 30Q: 3 clusters Score -551444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -551446.875000 Penalty: 4195.523438
	Iteration 31Q: 3 clusters Score -551446.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -551449.375000 Penalty: 4195.523438
	Iteration 32Q: 3 clusters Score -551449.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -551454.250000 Penalty: 4195.523438
	Iteration 33Q: 3 clusters Score -551454.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -551454.375000 Penalty: 4195.523438
	Iteration 34Q: 3 clusters Score -551454.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -551455.875000 Penalty: 4195.523438
	Iteration 35Q: 3 clusters Score -551455.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -551457.625000 Penalty: 4195.523438
	Iteration 36Q: 3 clusters Score -551457.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -551459.375000 Penalty: 4195.523438
	Iteration 37Q: 3 clusters Score -551459.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -551459.437500 Penalty: 4195.523438
	Iteration 38Q: 3 clusters Score -551459.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -551459.500000 Penalty: 4195.523438
	Iteration 39Q: 3 clusters Score -551459.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -551461.250000 Penalty: 4195.523438
	Iteration 40F: 3 clusters Score -551461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -551462.187500 Penalty: 4195.523438
	Iteration 41Q: 3 clusters Score -551462.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -551463.000000 Penalty: 4195.523438
	Iteration 42Q: 3 clusters Score -551463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -551462.625000 Penalty: 4195.523438
	Iteration 43Q: 3 clusters Score -551462.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -551462.625000 Penalty: 4195.523438
	Iteration 44F: 3 clusters Score -551462.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (159540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159540 members 
Entering Unmasked Estep 
Score: -21838124.000000 Penalty: 2971.052490
	Iteration 0F: 2 clusters Score -2.183812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79752 members 
Mstep: Class 2 contains 79788 members 
Entering Unmasked Estep 
Score: -21734350.000000 Penalty: 5942.104980
	Iteration 0F: 3 clusters Score -2.173435e+07 nChanged 76900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80550 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -21779812.000000 Penalty: 5942.104980
	Iteration 1F: 3 clusters Score -2.177981e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
Score: -21781542.000000 Penalty: 5942.104980
	Iteration 2Q: 3 clusters Score -2.178154e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81917 members 
Mstep: Class 2 contains 77623 members 
Entering Unmasked Estep 
Score: -21783458.000000 Penalty: 5942.104980
	Iteration 3Q: 3 clusters Score -2.178346e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 76014 members 
Entering Unmasked Estep 
Score: -21785716.000000 Penalty: 5942.104980
	Iteration 4Q: 3 clusters Score -2.178572e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85767 members 
Mstep: Class 2 contains 73773 members 
Entering Unmasked Estep 
Score: -21788592.000000 Penalty: 5942.104980
	Iteration 5Q: 3 clusters Score -2.178859e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88955 members 
Mstep: Class 2 contains 70585 members 
Entering Unmasked Estep 
Score: -21791696.000000 Penalty: 5942.104980
	Iteration 6Q: 3 clusters Score -2.17917e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93243 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -21795034.000000 Penalty: 5942.104980
	Iteration 7F: 3 clusters Score -2.179503e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98682 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -21798718.000000 Penalty: 5942.104980
	Iteration 8F: 3 clusters Score -2.179872e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105257 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -21802862.000000 Penalty: 5942.104980
	Iteration 9F: 3 clusters Score -2.180286e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112775 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -21807228.000000 Penalty: 5942.104980
	Iteration 10F: 3 clusters Score -2.180723e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120987 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -21812390.000000 Penalty: 5942.104980
	Iteration 11F: 3 clusters Score -2.181239e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129301 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -21817588.000000 Penalty: 5942.104980
	Iteration 12F: 3 clusters Score -2.181759e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136829 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -21822398.000000 Penalty: 5942.104980
	Iteration 13Q: 3 clusters Score -2.18224e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143066 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -21826506.000000 Penalty: 5942.104980
	Iteration 14Q: 3 clusters Score -2.182651e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148085 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -21829704.000000 Penalty: 5942.104980
	Iteration 15Q: 3 clusters Score -2.18297e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151766 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -21832004.000000 Penalty: 5942.104980
	Iteration 16Q: 3 clusters Score -2.1832e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154213 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -21833472.000000 Penalty: 5942.104980
	Iteration 17Q: 3 clusters Score -2.183347e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155765 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -21834254.000000 Penalty: 5942.104980
	Iteration 18Q: 3 clusters Score -2.183425e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156723 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -21834788.000000 Penalty: 5942.104980
	Iteration 19Q: 3 clusters Score -2.183479e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157273 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -21835138.000000 Penalty: 5942.104980
	Iteration 20F: 3 clusters Score -2.183514e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157623 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -21835392.000000 Penalty: 5942.104980
	Iteration 21Q: 3 clusters Score -2.183539e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157849 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -21835496.000000 Penalty: 5942.104980
	Iteration 22Q: 3 clusters Score -2.18355e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158043 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -21835580.000000 Penalty: 5942.104980
	Iteration 23Q: 3 clusters Score -2.183558e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158172 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -21835626.000000 Penalty: 5942.104980
	Iteration 24Q: 3 clusters Score -2.183563e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158272 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -21835684.000000 Penalty: 5942.104980
	Iteration 25Q: 3 clusters Score -2.183568e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158345 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -21835702.000000 Penalty: 5942.104980
	Iteration 26Q: 3 clusters Score -2.18357e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158411 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -21835728.000000 Penalty: 5942.104980
	Iteration 27Q: 3 clusters Score -2.183573e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158466 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -21835754.000000 Penalty: 5942.104980
	Iteration 28Q: 3 clusters Score -2.183575e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158514 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -21835770.000000 Penalty: 5942.104980
	Iteration 29Q: 3 clusters Score -2.183577e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158548 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -21835784.000000 Penalty: 5942.104980
	Iteration 30Q: 3 clusters Score -2.183578e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158564 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -21835822.000000 Penalty: 5942.104980
	Iteration 31Q: 3 clusters Score -2.183582e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158579 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -21835808.000000 Penalty: 5942.104980
	Iteration 32Q: 3 clusters Score -2.183581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158593 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -21835858.000000 Penalty: 5942.104980
	Iteration 33Q: 3 clusters Score -2.183586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158600 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -21835836.000000 Penalty: 5942.104980
	Iteration 34Q: 3 clusters Score -2.183584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158605 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -21835828.000000 Penalty: 5942.104980
	Iteration 35Q: 3 clusters Score -2.183583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158613 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -21835832.000000 Penalty: 5942.104980
	Iteration 36Q: 3 clusters Score -2.183583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158622 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -21835868.000000 Penalty: 5942.104980
	Iteration 37Q: 3 clusters Score -2.183587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158622 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -21835864.000000 Penalty: 5942.104980
	Iteration 38Q: 3 clusters Score -2.183586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158624 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -21835872.000000 Penalty: 5942.104980
	Iteration 39Q: 3 clusters Score -2.183587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158625 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -21835862.000000 Penalty: 5942.104980
	Iteration 40F: 3 clusters Score -2.183586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158626 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -21835860.000000 Penalty: 5942.104980
	Iteration 41Q: 3 clusters Score -2.183586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158626 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -21835860.000000 Penalty: 5942.104980
	Iteration 42F: 3 clusters Score -2.183586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Entering Unmasked Estep 
Score: -525583.562500 Penalty: 2055.306885
	Iteration 0F: 2 clusters Score -525583.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -521742.000000 Penalty: 4110.613770
	Iteration 0F: 3 clusters Score -521742 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -522601.593750 Penalty: 4110.613770
	Iteration 1F: 3 clusters Score -522601.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -522835.562500 Penalty: 4110.613770
	Iteration 2F: 3 clusters Score -522835.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -522978.812500 Penalty: 4110.613770
	Iteration 3F: 3 clusters Score -522978.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -523101.250000 Penalty: 4110.613770
	Iteration 4Q: 3 clusters Score -523101.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -523168.062500 Penalty: 4110.613770
	Iteration 5Q: 3 clusters Score -523168.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -523227.968750 Penalty: 4110.613770
	Iteration 6Q: 3 clusters Score -523228 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -523277.250000 Penalty: 4110.613770
	Iteration 7Q: 3 clusters Score -523277.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -523315.281250 Penalty: 4110.613770
	Iteration 8Q: 3 clusters Score -523315.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -523344.562500 Penalty: 4110.613770
	Iteration 9Q: 3 clusters Score -523344.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -523373.968750 Penalty: 4110.613770
	Iteration 10Q: 3 clusters Score -523374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -523403.156250 Penalty: 4110.613770
	Iteration 11Q: 3 clusters Score -523403.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -523432.156250 Penalty: 4110.613770
	Iteration 12Q: 3 clusters Score -523432.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -523448.562500 Penalty: 4110.613770
	Iteration 13Q: 3 clusters Score -523448.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -523467.406250 Penalty: 4110.613770
	Iteration 14Q: 3 clusters Score -523467.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -523484.250000 Penalty: 4110.613770
	Iteration 15Q: 3 clusters Score -523484.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -523504.656250 Penalty: 4110.613770
	Iteration 16Q: 3 clusters Score -523504.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -523522.656250 Penalty: 4110.613770
	Iteration 17Q: 3 clusters Score -523522.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -523547.500000 Penalty: 4110.613770
	Iteration 18Q: 3 clusters Score -523547.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -523570.937500 Penalty: 4110.613770
	Iteration 19Q: 3 clusters Score -523570.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -523597.937500 Penalty: 4110.613770
	Iteration 20F: 3 clusters Score -523597.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -523627.437500 Penalty: 4110.613770
	Iteration 21Q: 3 clusters Score -523627.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -523649.687500 Penalty: 4110.613770
	Iteration 22Q: 3 clusters Score -523649.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -523665.000000 Penalty: 4110.613770
	Iteration 23Q: 3 clusters Score -523665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -523674.937500 Penalty: 4110.613770
	Iteration 24Q: 3 clusters Score -523674.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -523686.812500 Penalty: 4110.613770
	Iteration 25Q: 3 clusters Score -523686.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -523695.312500 Penalty: 4110.613770
	Iteration 26Q: 3 clusters Score -523695.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -523704.000000 Penalty: 4110.613770
	Iteration 27Q: 3 clusters Score -523704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -523712.375000 Penalty: 4110.613770
	Iteration 28Q: 3 clusters Score -523712.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -523722.687500 Penalty: 4110.613770
	Iteration 29Q: 3 clusters Score -523722.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -523732.875000 Penalty: 4110.613770
	Iteration 30Q: 3 clusters Score -523732.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -523743.875000 Penalty: 4110.613770
	Iteration 31Q: 3 clusters Score -523743.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -523754.750000 Penalty: 4110.613770
	Iteration 32Q: 3 clusters Score -523754.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -523763.156250 Penalty: 4110.613770
	Iteration 33Q: 3 clusters Score -523763.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -523769.531250 Penalty: 4110.613770
	Iteration 34Q: 3 clusters Score -523769.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -523772.625000 Penalty: 4110.613770
	Iteration 35Q: 3 clusters Score -523772.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -523776.156250 Penalty: 4110.613770
	Iteration 36Q: 3 clusters Score -523776.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -523780.468750 Penalty: 4110.613770
	Iteration 37Q: 3 clusters Score -523780.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -523785.375000 Penalty: 4110.613770
	Iteration 38Q: 3 clusters Score -523785.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -523790.000000 Penalty: 4110.613770
	Iteration 39Q: 3 clusters Score -523790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -523794.812500 Penalty: 4110.613770
	Iteration 40F: 3 clusters Score -523794.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -523798.562500 Penalty: 4110.613770
	Iteration 41Q: 3 clusters Score -523798.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -523801.093750 Penalty: 4110.613770
	Iteration 42Q: 3 clusters Score -523801.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -523803.468750 Penalty: 4110.613770
	Iteration 43Q: 3 clusters Score -523803.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -523807.093750 Penalty: 4110.613770
	Iteration 44Q: 3 clusters Score -523807.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -523809.906250 Penalty: 4110.613770
	Iteration 45Q: 3 clusters Score -523809.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -523812.937500 Penalty: 4110.613770
	Iteration 46Q: 3 clusters Score -523812.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -523814.875000 Penalty: 4110.613770
	Iteration 47Q: 3 clusters Score -523814.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -523816.687500 Penalty: 4110.613770
	Iteration 48Q: 3 clusters Score -523816.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -523818.312500 Penalty: 4110.613770
	Iteration 49Q: 3 clusters Score -523818.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -523820.468750 Penalty: 4110.613770
	Iteration 50Q: 3 clusters Score -523820.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -523822.656250 Penalty: 4110.613770
	Iteration 51Q: 3 clusters Score -523822.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -523823.093750 Penalty: 4110.613770
	Iteration 52Q: 3 clusters Score -523823.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -523823.312500 Penalty: 4110.613770
	Iteration 53Q: 3 clusters Score -523823.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -523823.312500 Penalty: 4110.613770
	Iteration 54F: 3 clusters Score -523823.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Entering Unmasked Estep 
Score: -3576263.000000 Penalty: 2525.452393
	Iteration 0F: 2 clusters Score -3576263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3558117.750000 Penalty: 5050.904785
	Iteration 0F: 3 clusters Score -3558118 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -3564404.500000 Penalty: 5050.904785
	Iteration 1F: 3 clusters Score -3564404 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -3564810.000000 Penalty: 5050.904785
	Iteration 2Q: 3 clusters Score -3564810 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -3565168.750000 Penalty: 5050.904785
	Iteration 3Q: 3 clusters Score -3565169 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -3565495.750000 Penalty: 5050.904785
	Iteration 4Q: 3 clusters Score -3565496 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -3565838.500000 Penalty: 5050.904785
	Iteration 5Q: 3 clusters Score -3565838 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -3566237.000000 Penalty: 5050.904785
	Iteration 6Q: 3 clusters Score -3566237 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -3566766.750000 Penalty: 5050.904785
	Iteration 7Q: 3 clusters Score -3566767 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3567470.750000 Penalty: 5050.904785
	Iteration 8F: 3 clusters Score -3567471 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -3568395.500000 Penalty: 5050.904785
	Iteration 9F: 3 clusters Score -3568396 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -3569408.000000 Penalty: 5050.904785
	Iteration 10F: 3 clusters Score -3569408 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -3570415.500000 Penalty: 5050.904785
	Iteration 11F: 3 clusters Score -3570416 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -3571410.250000 Penalty: 5050.904785
	Iteration 12Q: 3 clusters Score -3571410 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3572340.500000 Penalty: 5050.904785
	Iteration 13Q: 3 clusters Score -3572340 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3573263.000000 Penalty: 5050.904785
	Iteration 14Q: 3 clusters Score -3573263 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3573880.250000 Penalty: 5050.904785
	Iteration 15Q: 3 clusters Score -3573880 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3574035.750000 Penalty: 5050.904785
	Iteration 16Q: 3 clusters Score -3574036 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3574111.250000 Penalty: 5050.904785
	Iteration 17Q: 3 clusters Score -3574111 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3574138.250000 Penalty: 5050.904785
	Iteration 18Q: 3 clusters Score -3574138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3574169.500000 Penalty: 5050.904785
	Iteration 19Q: 3 clusters Score -3574170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3574188.000000 Penalty: 5050.904785
	Iteration 20F: 3 clusters Score -3574188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3574208.500000 Penalty: 5050.904785
	Iteration 21Q: 3 clusters Score -3574208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3574213.000000 Penalty: 5050.904785
	Iteration 22Q: 3 clusters Score -3574213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3574211.500000 Penalty: 5050.904785
	Iteration 23Q: 3 clusters Score -3574212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3574213.000000 Penalty: 5050.904785
	Iteration 24Q: 3 clusters Score -3574213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3574219.000000 Penalty: 5050.904785
	Iteration 25Q: 3 clusters Score -3574219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3574228.750000 Penalty: 5050.904785
	Iteration 26Q: 3 clusters Score -3574229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3574236.250000 Penalty: 5050.904785
	Iteration 27Q: 3 clusters Score -3574236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3574238.500000 Penalty: 5050.904785
	Iteration 28Q: 3 clusters Score -3574238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3574235.750000 Penalty: 5050.904785
	Iteration 29Q: 3 clusters Score -3574236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3574234.500000 Penalty: 5050.904785
	Iteration 30Q: 3 clusters Score -3574234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3574245.500000 Penalty: 5050.904785
	Iteration 31Q: 3 clusters Score -3574246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3574244.750000 Penalty: 5050.904785
	Iteration 32Q: 3 clusters Score -3574245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3574244.000000 Penalty: 5050.904785
	Iteration 33Q: 3 clusters Score -3574244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3574249.500000 Penalty: 5050.904785
	Iteration 34Q: 3 clusters Score -3574250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3574258.750000 Penalty: 5050.904785
	Iteration 35Q: 3 clusters Score -3574259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3574265.000000 Penalty: 5050.904785
	Iteration 36Q: 3 clusters Score -3574265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3574273.750000 Penalty: 5050.904785
	Iteration 37Q: 3 clusters Score -3574274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3574285.250000 Penalty: 5050.904785
	Iteration 38Q: 3 clusters Score -3574285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3574282.750000 Penalty: 5050.904785
	Iteration 39Q: 3 clusters Score -3574283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3574290.000000 Penalty: 5050.904785
	Iteration 40F: 3 clusters Score -3574290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3574294.250000 Penalty: 5050.904785
	Iteration 41Q: 3 clusters Score -3574294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3574293.000000 Penalty: 5050.904785
	Iteration 42Q: 3 clusters Score -3574293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3574288.750000 Penalty: 5050.904785
	Iteration 43Q: 3 clusters Score -3574289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3574294.000000 Penalty: 5050.904785
	Iteration 44Q: 3 clusters Score -3574294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3574293.750000 Penalty: 5050.904785
	Iteration 45Q: 3 clusters Score -3574294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3574297.000000 Penalty: 5050.904785
	Iteration 46Q: 3 clusters Score -3574297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3574292.500000 Penalty: 5050.904785
	Iteration 47Q: 3 clusters Score -3574292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3574299.250000 Penalty: 5050.904785
	Iteration 48Q: 3 clusters Score -3574299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3574301.250000 Penalty: 5050.904785
	Iteration 49Q: 3 clusters Score -3574301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3574302.000000 Penalty: 5050.904785
	Iteration 50Q: 3 clusters Score -3574302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3574303.750000 Penalty: 5050.904785
	Iteration 51Q: 3 clusters Score -3574304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3574302.500000 Penalty: 5050.904785
	Iteration 52Q: 3 clusters Score -3574302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3574305.000000 Penalty: 5050.904785
	Iteration 53Q: 3 clusters Score -3574305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3574306.500000 Penalty: 5050.904785
	Iteration 54Q: 3 clusters Score -3574306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3574306.500000 Penalty: 5050.904785
	Iteration 55F: 3 clusters Score -3574306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Entering Unmasked Estep 
Score: -2584417.000000 Penalty: 2457.930176
	Iteration 0F: 2 clusters Score -2584417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2570271.500000 Penalty: 4915.860352
	Iteration 0F: 3 clusters Score -2570272 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2575298.500000 Penalty: 4915.860352
	Iteration 1F: 3 clusters Score -2575298 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2575898.500000 Penalty: 4915.860352
	Iteration 2F: 3 clusters Score -2575898 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2576431.750000 Penalty: 4915.860352
	Iteration 3F: 3 clusters Score -2576432 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2576983.500000 Penalty: 4915.860352
	Iteration 4F: 3 clusters Score -2576984 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2577505.750000 Penalty: 4915.860352
	Iteration 5Q: 3 clusters Score -2577506 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2578071.750000 Penalty: 4915.860352
	Iteration 6Q: 3 clusters Score -2578072 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2578619.250000 Penalty: 4915.860352
	Iteration 7Q: 3 clusters Score -2578619 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2579225.250000 Penalty: 4915.860352
	Iteration 8Q: 3 clusters Score -2579225 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2579882.500000 Penalty: 4915.860352
	Iteration 9Q: 3 clusters Score -2579882 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2580510.500000 Penalty: 4915.860352
	Iteration 10Q: 3 clusters Score -2580510 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2581075.750000 Penalty: 4915.860352
	Iteration 11Q: 3 clusters Score -2581076 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2581403.750000 Penalty: 4915.860352
	Iteration 12Q: 3 clusters Score -2581404 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2581607.750000 Penalty: 4915.860352
	Iteration 13Q: 3 clusters Score -2581608 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2581776.000000 Penalty: 4915.860352
	Iteration 14Q: 3 clusters Score -2581776 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2581913.750000 Penalty: 4915.860352
	Iteration 15Q: 3 clusters Score -2581914 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2582050.250000 Penalty: 4915.860352
	Iteration 16Q: 3 clusters Score -2582050 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2582141.750000 Penalty: 4915.860352
	Iteration 17Q: 3 clusters Score -2582142 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2582252.500000 Penalty: 4915.860352
	Iteration 18Q: 3 clusters Score -2582252 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2582350.000000 Penalty: 4915.860352
	Iteration 19Q: 3 clusters Score -2582350 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2582440.250000 Penalty: 4915.860352
	Iteration 20F: 3 clusters Score -2582440 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2582523.500000 Penalty: 4915.860352
	Iteration 21Q: 3 clusters Score -2582524 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2582579.250000 Penalty: 4915.860352
	Iteration 22Q: 3 clusters Score -2582579 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2582605.250000 Penalty: 4915.860352
	Iteration 23Q: 3 clusters Score -2582605 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2582624.500000 Penalty: 4915.860352
	Iteration 24Q: 3 clusters Score -2582624 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2582645.500000 Penalty: 4915.860352
	Iteration 25Q: 3 clusters Score -2582646 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2582672.500000 Penalty: 4915.860352
	Iteration 26Q: 3 clusters Score -2582672 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2582685.000000 Penalty: 4915.860352
	Iteration 27Q: 3 clusters Score -2582685 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2582712.000000 Penalty: 4915.860352
	Iteration 28Q: 3 clusters Score -2582712 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2582714.000000 Penalty: 4915.860352
	Iteration 29Q: 3 clusters Score -2582714 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2582736.750000 Penalty: 4915.860352
	Iteration 30Q: 3 clusters Score -2582737 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2582740.500000 Penalty: 4915.860352
	Iteration 31Q: 3 clusters Score -2582740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2582743.000000 Penalty: 4915.860352
	Iteration 32Q: 3 clusters Score -2582743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2582744.000000 Penalty: 4915.860352
	Iteration 33Q: 3 clusters Score -2582744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2582750.000000 Penalty: 4915.860352
	Iteration 34Q: 3 clusters Score -2582750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2582759.500000 Penalty: 4915.860352
	Iteration 35Q: 3 clusters Score -2582760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2582759.500000 Penalty: 4915.860352
	Iteration 36Q: 3 clusters Score -2582760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2582763.500000 Penalty: 4915.860352
	Iteration 37Q: 3 clusters Score -2582764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2582772.000000 Penalty: 4915.860352
	Iteration 38Q: 3 clusters Score -2582772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2582771.250000 Penalty: 4915.860352
	Iteration 39Q: 3 clusters Score -2582771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2582774.000000 Penalty: 4915.860352
	Iteration 40F: 3 clusters Score -2582774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2582773.750000 Penalty: 4915.860352
	Iteration 41Q: 3 clusters Score -2582774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2582775.750000 Penalty: 4915.860352
	Iteration 42Q: 3 clusters Score -2582776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2582775.750000 Penalty: 4915.860352
	Iteration 43Q: 3 clusters Score -2582776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2582773.500000 Penalty: 4915.860352
	Iteration 44Q: 3 clusters Score -2582774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2582775.750000 Penalty: 4915.860352
	Iteration 45Q: 3 clusters Score -2582776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2582775.250000 Penalty: 4915.860352
	Iteration 46Q: 3 clusters Score -2582775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2582772.750000 Penalty: 4915.860352
	Iteration 47Q: 3 clusters Score -2582773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2582772.750000 Penalty: 4915.860352
	Iteration 48F: 3 clusters Score -2582773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (165068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165068 members 
Entering Unmasked Estep 
Score: -22570874.000000 Penalty: 2979.500000
	Iteration 0F: 2 clusters Score -2.257087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 82669 members 
Entering Unmasked Estep 
Score: -22460528.000000 Penalty: 5959.000000
	Iteration 0F: 3 clusters Score -2.246053e+07 nChanged 78986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 83529 members 
Entering Unmasked Estep 
Score: -22506838.000000 Penalty: 5959.000000
	Iteration 1F: 3 clusters Score -2.250684e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80708 members 
Mstep: Class 2 contains 84360 members 
Entering Unmasked Estep 
Score: -22508300.000000 Penalty: 5959.000000
	Iteration 2Q: 3 clusters Score -2.25083e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79234 members 
Mstep: Class 2 contains 85834 members 
Entering Unmasked Estep 
Score: -22510078.000000 Penalty: 5959.000000
	Iteration 3Q: 3 clusters Score -2.251008e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76918 members 
Mstep: Class 2 contains 88150 members 
Entering Unmasked Estep 
Score: -22512236.000000 Penalty: 5959.000000
	Iteration 4Q: 3 clusters Score -2.251224e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73645 members 
Mstep: Class 2 contains 91423 members 
Entering Unmasked Estep 
Score: -22515140.000000 Penalty: 5959.000000
	Iteration 5Q: 3 clusters Score -2.251514e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69111 members 
Mstep: Class 2 contains 95957 members 
Entering Unmasked Estep 
Score: -22519474.000000 Penalty: 5959.000000
	Iteration 6Q: 3 clusters Score -2.251947e+07 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63419 members 
Mstep: Class 2 contains 101649 members 
Entering Unmasked Estep 
Score: -22526034.000000 Penalty: 5959.000000
	Iteration 7F: 3 clusters Score -2.252603e+07 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57527 members 
Mstep: Class 2 contains 107541 members 
Entering Unmasked Estep 
Score: -22533464.000000 Penalty: 5959.000000
	Iteration 8F: 3 clusters Score -2.253346e+07 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 112616 members 
Entering Unmasked Estep 
Score: -22539774.000000 Penalty: 5959.000000
	Iteration 9F: 3 clusters Score -2.253977e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 116588 members 
Entering Unmasked Estep 
Score: -22543128.000000 Penalty: 5959.000000
	Iteration 10Q: 3 clusters Score -2.254313e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 120107 members 
Entering Unmasked Estep 
Score: -22544958.000000 Penalty: 5959.000000
	Iteration 11Q: 3 clusters Score -2.254496e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 123580 members 
Entering Unmasked Estep 
Score: -22546486.000000 Penalty: 5959.000000
	Iteration 12Q: 3 clusters Score -2.254649e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 127170 members 
Entering Unmasked Estep 
Score: -22547780.000000 Penalty: 5959.000000
	Iteration 13Q: 3 clusters Score -2.254778e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 130806 members 
Entering Unmasked Estep 
Score: -22549402.000000 Penalty: 5959.000000
	Iteration 14Q: 3 clusters Score -2.25494e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 134480 members 
Entering Unmasked Estep 
Score: -22550890.000000 Penalty: 5959.000000
	Iteration 15Q: 3 clusters Score -2.255089e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 138179 members 
Entering Unmasked Estep 
Score: -22552686.000000 Penalty: 5959.000000
	Iteration 16Q: 3 clusters Score -2.255269e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 141881 members 
Entering Unmasked Estep 
Score: -22554488.000000 Penalty: 5959.000000
	Iteration 17Q: 3 clusters Score -2.255449e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 145372 members 
Entering Unmasked Estep 
Score: -22556356.000000 Penalty: 5959.000000
	Iteration 18Q: 3 clusters Score -2.255636e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 148599 members 
Entering Unmasked Estep 
Score: -22558302.000000 Penalty: 5959.000000
	Iteration 19Q: 3 clusters Score -2.25583e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 151542 members 
Entering Unmasked Estep 
Score: -22560162.000000 Penalty: 5959.000000
	Iteration 20F: 3 clusters Score -2.256016e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 154130 members 
Entering Unmasked Estep 
Score: -22561756.000000 Penalty: 5959.000000
	Iteration 21Q: 3 clusters Score -2.256176e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 156307 members 
Entering Unmasked Estep 
Score: -22563232.000000 Penalty: 5959.000000
	Iteration 22Q: 3 clusters Score -2.256323e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 158072 members 
Entering Unmasked Estep 
Score: -22564366.000000 Penalty: 5959.000000
	Iteration 23Q: 3 clusters Score -2.256437e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 159525 members 
Entering Unmasked Estep 
Score: -22565372.000000 Penalty: 5959.000000
	Iteration 24Q: 3 clusters Score -2.256537e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 160640 members 
Entering Unmasked Estep 
Score: -22566156.000000 Penalty: 5959.000000
	Iteration 25Q: 3 clusters Score -2.256616e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 161479 members 
Entering Unmasked Estep 
Score: -22566680.000000 Penalty: 5959.000000
	Iteration 26Q: 3 clusters Score -2.256668e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 162092 members 
Entering Unmasked Estep 
Score: -22567130.000000 Penalty: 5959.000000
	Iteration 27Q: 3 clusters Score -2.256713e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 162534 members 
Entering Unmasked Estep 
Score: -22567430.000000 Penalty: 5959.000000
	Iteration 28Q: 3 clusters Score -2.256743e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 162863 members 
Entering Unmasked Estep 
Score: -22567658.000000 Penalty: 5959.000000
	Iteration 29Q: 3 clusters Score -2.256766e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 163108 members 
Entering Unmasked Estep 
Score: -22567848.000000 Penalty: 5959.000000
	Iteration 30Q: 3 clusters Score -2.256785e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 163289 members 
Entering Unmasked Estep 
Score: -22567964.000000 Penalty: 5959.000000
	Iteration 31Q: 3 clusters Score -2.256796e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 163426 members 
Entering Unmasked Estep 
Score: -22568040.000000 Penalty: 5959.000000
	Iteration 32Q: 3 clusters Score -2.256804e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 163529 members 
Entering Unmasked Estep 
Score: -22568096.000000 Penalty: 5959.000000
	Iteration 33Q: 3 clusters Score -2.25681e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 163616 members 
Entering Unmasked Estep 
Score: -22568154.000000 Penalty: 5959.000000
	Iteration 34Q: 3 clusters Score -2.256815e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 163681 members 
Entering Unmasked Estep 
Score: -22568166.000000 Penalty: 5959.000000
	Iteration 35Q: 3 clusters Score -2.256817e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 163732 members 
Entering Unmasked Estep 
Score: -22568172.000000 Penalty: 5959.000000
	Iteration 36Q: 3 clusters Score -2.256817e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 163775 members 
Entering Unmasked Estep 
Score: -22568178.000000 Penalty: 5959.000000
	Iteration 37Q: 3 clusters Score -2.256818e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 163819 members 
Entering Unmasked Estep 
Score: -22568202.000000 Penalty: 5959.000000
	Iteration 38Q: 3 clusters Score -2.25682e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 163859 members 
Entering Unmasked Estep 
Score: -22568228.000000 Penalty: 5959.000000
	Iteration 39Q: 3 clusters Score -2.256823e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 163902 members 
Entering Unmasked Estep 
Score: -22568224.000000 Penalty: 5959.000000
	Iteration 40F: 3 clusters Score -2.256822e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 163929 members 
Entering Unmasked Estep 
Score: -22568242.000000 Penalty: 5959.000000
	Iteration 41Q: 3 clusters Score -2.256824e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 163961 members 
Entering Unmasked Estep 
Score: -22568262.000000 Penalty: 5959.000000
	Iteration 42Q: 3 clusters Score -2.256826e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 163986 members 
Entering Unmasked Estep 
Score: -22568260.000000 Penalty: 5959.000000
	Iteration 43Q: 3 clusters Score -2.256826e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 164017 members 
Entering Unmasked Estep 
Score: -22568278.000000 Penalty: 5959.000000
	Iteration 44Q: 3 clusters Score -2.256828e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 164042 members 
Entering Unmasked Estep 
Score: -22568314.000000 Penalty: 5959.000000
	Iteration 45Q: 3 clusters Score -2.256831e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 164066 members 
Entering Unmasked Estep 
Score: -22568302.000000 Penalty: 5959.000000
	Iteration 46Q: 3 clusters Score -2.25683e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 164083 members 
Entering Unmasked Estep 
Score: -22568318.000000 Penalty: 5959.000000
	Iteration 47Q: 3 clusters Score -2.256832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 164097 members 
Entering Unmasked Estep 
Score: -22568318.000000 Penalty: 5959.000000
	Iteration 48Q: 3 clusters Score -2.256832e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 164118 members 
Entering Unmasked Estep 
Score: -22568326.000000 Penalty: 5959.000000
	Iteration 49Q: 3 clusters Score -2.256833e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 164136 members 
Entering Unmasked Estep 
Score: -22568336.000000 Penalty: 5959.000000
	Iteration 50Q: 3 clusters Score -2.256834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 164146 members 
Entering Unmasked Estep 
Score: -22568322.000000 Penalty: 5959.000000
	Iteration 51Q: 3 clusters Score -2.256832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 164149 members 
Entering Unmasked Estep 
Score: -22568332.000000 Penalty: 5959.000000
	Iteration 52Q: 3 clusters Score -2.256833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 164153 members 
Entering Unmasked Estep 
Score: -22568340.000000 Penalty: 5959.000000
	Iteration 53Q: 3 clusters Score -2.256834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 164157 members 
Entering Unmasked Estep 
Score: -22568324.000000 Penalty: 5959.000000
	Iteration 54Q: 3 clusters Score -2.256832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 164161 members 
Entering Unmasked Estep 
Score: -22568312.000000 Penalty: 5959.000000
	Iteration 55Q: 3 clusters Score -2.256831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 164162 members 
Entering Unmasked Estep 
Score: -22568316.000000 Penalty: 5959.000000
	Iteration 56Q: 3 clusters Score -2.256832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 164162 members 
Entering Unmasked Estep 
Score: -22568316.000000 Penalty: 5959.000000
	Iteration 57F: 3 clusters Score -2.256832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Entering Unmasked Estep 
Score: -2942858.000000 Penalty: 2476.216797
	Iteration 0F: 2 clusters Score -2942858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2927738.250000 Penalty: 4952.433594
	Iteration 0F: 3 clusters Score -2927738 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2932999.250000 Penalty: 4952.433594
	Iteration 1F: 3 clusters Score -2932999 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2933614.500000 Penalty: 4952.433594
	Iteration 2F: 3 clusters Score -2933614 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2934399.250000 Penalty: 4952.433594
	Iteration 3F: 3 clusters Score -2934399 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2935559.250000 Penalty: 4952.433594
	Iteration 4F: 3 clusters Score -2935559 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2936923.750000 Penalty: 4952.433594
	Iteration 5F: 3 clusters Score -2936924 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2938160.250000 Penalty: 4952.433594
	Iteration 6F: 3 clusters Score -2938160 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2939207.750000 Penalty: 4952.433594
	Iteration 7F: 3 clusters Score -2939208 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2939976.500000 Penalty: 4952.433594
	Iteration 8Q: 3 clusters Score -2939976 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2940633.500000 Penalty: 4952.433594
	Iteration 9Q: 3 clusters Score -2940634 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2941064.750000 Penalty: 4952.433594
	Iteration 10Q: 3 clusters Score -2941065 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2941403.000000 Penalty: 4952.433594
	Iteration 11Q: 3 clusters Score -2941403 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2941635.500000 Penalty: 4952.433594
	Iteration 12Q: 3 clusters Score -2941636 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2941806.750000 Penalty: 4952.433594
	Iteration 13Q: 3 clusters Score -2941807 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2941973.500000 Penalty: 4952.433594
	Iteration 14Q: 3 clusters Score -2941974 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2942168.500000 Penalty: 4952.433594
	Iteration 15Q: 3 clusters Score -2942168 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2942331.250000 Penalty: 4952.433594
	Iteration 16Q: 3 clusters Score -2942331 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2942444.750000 Penalty: 4952.433594
	Iteration 17Q: 3 clusters Score -2942445 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2942540.750000 Penalty: 4952.433594
	Iteration 18Q: 3 clusters Score -2942541 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2942586.250000 Penalty: 4952.433594
	Iteration 19Q: 3 clusters Score -2942586 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2942606.500000 Penalty: 4952.433594
	Iteration 20F: 3 clusters Score -2942606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2942628.750000 Penalty: 4952.433594
	Iteration 21Q: 3 clusters Score -2942629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2942642.000000 Penalty: 4952.433594
	Iteration 22Q: 3 clusters Score -2942642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2942644.750000 Penalty: 4952.433594
	Iteration 23Q: 3 clusters Score -2942645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2942647.250000 Penalty: 4952.433594
	Iteration 24Q: 3 clusters Score -2942647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2942643.000000 Penalty: 4952.433594
	Iteration 25Q: 3 clusters Score -2942643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2942649.250000 Penalty: 4952.433594
	Iteration 26Q: 3 clusters Score -2942649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2942648.250000 Penalty: 4952.433594
	Iteration 27Q: 3 clusters Score -2942648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2942648.500000 Penalty: 4952.433594
	Iteration 28Q: 3 clusters Score -2942648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2942652.750000 Penalty: 4952.433594
	Iteration 29Q: 3 clusters Score -2942653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2942649.000000 Penalty: 4952.433594
	Iteration 30Q: 3 clusters Score -2942649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2942650.750000 Penalty: 4952.433594
	Iteration 31Q: 3 clusters Score -2942651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2942649.750000 Penalty: 4952.433594
	Iteration 32Q: 3 clusters Score -2942650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2942652.500000 Penalty: 4952.433594
	Iteration 33Q: 3 clusters Score -2942652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2942652.750000 Penalty: 4952.433594
	Iteration 34Q: 3 clusters Score -2942653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2942654.500000 Penalty: 4952.433594
	Iteration 35Q: 3 clusters Score -2942654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2942654.500000 Penalty: 4952.433594
	Iteration 36F: 3 clusters Score -2942654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -56371.832031 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -56371.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55014.414062 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -55014.41 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -55418.410156 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -55418.41 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -55560.027344 Penalty: 3132.417725
	Iteration 2F: 3 clusters Score -55560.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -55658.597656 Penalty: 3132.417725
	Iteration 3F: 3 clusters Score -55658.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -55725.281250 Penalty: 3132.417725
	Iteration 4Q: 3 clusters Score -55725.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -55785.617188 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -55785.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -55808.855469 Penalty: 3132.417725
	Iteration 6Q: 3 clusters Score -55808.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -55819.886719 Penalty: 3132.417725
	Iteration 7Q: 3 clusters Score -55819.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -55830.910156 Penalty: 3132.417725
	Iteration 8Q: 3 clusters Score -55830.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -55839.585938 Penalty: 3132.417725
	Iteration 9Q: 3 clusters Score -55839.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -55844.960938 Penalty: 3132.417725
	Iteration 10Q: 3 clusters Score -55844.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -55864.320312 Penalty: 3132.417725
	Iteration 11Q: 3 clusters Score -55864.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -55892.796875 Penalty: 3132.417725
	Iteration 12Q: 3 clusters Score -55892.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -55895.750000 Penalty: 3132.417725
	Iteration 13Q: 3 clusters Score -55895.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -55895.750000 Penalty: 3132.417725
	Iteration 14F: 3 clusters Score -55895.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Entering Unmasked Estep 
Score: -941149.625000 Penalty: 2209.356201
	Iteration 0F: 2 clusters Score -941149.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -935169.562500 Penalty: 4418.712402
	Iteration 0F: 3 clusters Score -935169.6 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -936838.687500 Penalty: 4418.712402
	Iteration 1F: 3 clusters Score -936838.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -937179.562500 Penalty: 4418.712402
	Iteration 2F: 3 clusters Score -937179.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -937512.062500 Penalty: 4418.712402
	Iteration 3F: 3 clusters Score -937512.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -937844.562500 Penalty: 4418.712402
	Iteration 4F: 3 clusters Score -937844.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -938154.937500 Penalty: 4418.712402
	Iteration 5F: 3 clusters Score -938154.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -938427.000000 Penalty: 4418.712402
	Iteration 6Q: 3 clusters Score -938427 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -938654.125000 Penalty: 4418.712402
	Iteration 7Q: 3 clusters Score -938654.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -938838.312500 Penalty: 4418.712402
	Iteration 8Q: 3 clusters Score -938838.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -939003.062500 Penalty: 4418.712402
	Iteration 9Q: 3 clusters Score -939003.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -939109.812500 Penalty: 4418.712402
	Iteration 10Q: 3 clusters Score -939109.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -939178.500000 Penalty: 4418.712402
	Iteration 11Q: 3 clusters Score -939178.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -939231.500000 Penalty: 4418.712402
	Iteration 12Q: 3 clusters Score -939231.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -939277.187500 Penalty: 4418.712402
	Iteration 13Q: 3 clusters Score -939277.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -939319.687500 Penalty: 4418.712402
	Iteration 14Q: 3 clusters Score -939319.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -939346.125000 Penalty: 4418.712402
	Iteration 15Q: 3 clusters Score -939346.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -939372.250000 Penalty: 4418.712402
	Iteration 16Q: 3 clusters Score -939372.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -939389.250000 Penalty: 4418.712402
	Iteration 17Q: 3 clusters Score -939389.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -939404.812500 Penalty: 4418.712402
	Iteration 18Q: 3 clusters Score -939404.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -939424.500000 Penalty: 4418.712402
	Iteration 19Q: 3 clusters Score -939424.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -939435.000000 Penalty: 4418.712402
	Iteration 20F: 3 clusters Score -939435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -939445.500000 Penalty: 4418.712402
	Iteration 21Q: 3 clusters Score -939445.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -939455.687500 Penalty: 4418.712402
	Iteration 22Q: 3 clusters Score -939455.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -939458.562500 Penalty: 4418.712402
	Iteration 23Q: 3 clusters Score -939458.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -939464.625000 Penalty: 4418.712402
	Iteration 24Q: 3 clusters Score -939464.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -939473.750000 Penalty: 4418.712402
	Iteration 25Q: 3 clusters Score -939473.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -939479.750000 Penalty: 4418.712402
	Iteration 26Q: 3 clusters Score -939479.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -939487.812500 Penalty: 4418.712402
	Iteration 27Q: 3 clusters Score -939487.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -939497.687500 Penalty: 4418.712402
	Iteration 28Q: 3 clusters Score -939497.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -939501.875000 Penalty: 4418.712402
	Iteration 29Q: 3 clusters Score -939501.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -939504.812500 Penalty: 4418.712402
	Iteration 30Q: 3 clusters Score -939504.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -939510.000000 Penalty: 4418.712402
	Iteration 31Q: 3 clusters Score -939510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -939515.625000 Penalty: 4418.712402
	Iteration 32Q: 3 clusters Score -939515.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -939518.937500 Penalty: 4418.712402
	Iteration 33Q: 3 clusters Score -939518.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -939523.562500 Penalty: 4418.712402
	Iteration 34Q: 3 clusters Score -939523.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -939527.437500 Penalty: 4418.712402
	Iteration 35Q: 3 clusters Score -939527.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -939525.625000 Penalty: 4418.712402
	Iteration 36Q: 3 clusters Score -939525.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -939530.437500 Penalty: 4418.712402
	Iteration 37Q: 3 clusters Score -939530.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -939531.625000 Penalty: 4418.712402
	Iteration 38Q: 3 clusters Score -939531.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -939532.312500 Penalty: 4418.712402
	Iteration 39Q: 3 clusters Score -939532.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -939534.562500 Penalty: 4418.712402
	Iteration 40F: 3 clusters Score -939534.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -939535.000000 Penalty: 4418.712402
	Iteration 41Q: 3 clusters Score -939535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -939533.812500 Penalty: 4418.712402
	Iteration 42Q: 3 clusters Score -939533.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -939535.750000 Penalty: 4418.712402
	Iteration 43Q: 3 clusters Score -939535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -939535.312500 Penalty: 4418.712402
	Iteration 44Q: 3 clusters Score -939535.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -939535.312500 Penalty: 4418.712402
	Iteration 45F: 3 clusters Score -939535.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (64500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64500 members 
Entering Unmasked Estep 
Score: -8708737.000000 Penalty: 2746.456299
	Iteration 0F: 2 clusters Score -8708737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -8665364.000000 Penalty: 5492.912598
	Iteration 0F: 3 clusters Score -8665364 nChanged 30099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -8682372.000000 Penalty: 5492.912598
	Iteration 1F: 3 clusters Score -8682372 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -8683144.000000 Penalty: 5492.912598
	Iteration 2Q: 3 clusters Score -8683144 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -8683977.000000 Penalty: 5492.912598
	Iteration 3Q: 3 clusters Score -8683977 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -8685071.000000 Penalty: 5492.912598
	Iteration 4Q: 3 clusters Score -8685071 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -8686506.000000 Penalty: 5492.912598
	Iteration 5Q: 3 clusters Score -8686506 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -8688399.000000 Penalty: 5492.912598
	Iteration 6F: 3 clusters Score -8688399 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -8690938.000000 Penalty: 5492.912598
	Iteration 7F: 3 clusters Score -8690938 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -8693424.000000 Penalty: 5492.912598
	Iteration 8F: 3 clusters Score -8693424 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -8696007.000000 Penalty: 5492.912598
	Iteration 9F: 3 clusters Score -8696007 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -8698374.000000 Penalty: 5492.912598
	Iteration 10F: 3 clusters Score -8698374 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -8700552.000000 Penalty: 5492.912598
	Iteration 11Q: 3 clusters Score -8700552 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -8702326.000000 Penalty: 5492.912598
	Iteration 12Q: 3 clusters Score -8702326 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -8703608.000000 Penalty: 5492.912598
	Iteration 13Q: 3 clusters Score -8703608 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -8704495.000000 Penalty: 5492.912598
	Iteration 14Q: 3 clusters Score -8704495 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -8705118.000000 Penalty: 5492.912598
	Iteration 15Q: 3 clusters Score -8705118 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -8705518.000000 Penalty: 5492.912598
	Iteration 16Q: 3 clusters Score -8705518 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -8705770.000000 Penalty: 5492.912598
	Iteration 17Q: 3 clusters Score -8705770 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -8705983.000000 Penalty: 5492.912598
	Iteration 18Q: 3 clusters Score -8705983 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -8706179.000000 Penalty: 5492.912598
	Iteration 19Q: 3 clusters Score -8706179 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -8706372.000000 Penalty: 5492.912598
	Iteration 20F: 3 clusters Score -8706372 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59421 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -8706543.000000 Penalty: 5492.912598
	Iteration 21Q: 3 clusters Score -8706543 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59752 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -8706639.000000 Penalty: 5492.912598
	Iteration 22Q: 3 clusters Score -8706639 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60035 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -8706762.000000 Penalty: 5492.912598
	Iteration 23Q: 3 clusters Score -8706762 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60280 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -8706862.000000 Penalty: 5492.912598
	Iteration 24Q: 3 clusters Score -8706862 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60490 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -8706967.000000 Penalty: 5492.912598
	Iteration 25Q: 3 clusters Score -8706967 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60674 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -8707062.000000 Penalty: 5492.912598
	Iteration 26Q: 3 clusters Score -8707062 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -8707168.000000 Penalty: 5492.912598
	Iteration 27Q: 3 clusters Score -8707168 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -8707301.000000 Penalty: 5492.912598
	Iteration 28Q: 3 clusters Score -8707301 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -8707428.000000 Penalty: 5492.912598
	Iteration 29Q: 3 clusters Score -8707428 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61311 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -8707512.000000 Penalty: 5492.912598
	Iteration 30Q: 3 clusters Score -8707512 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -8707600.000000 Penalty: 5492.912598
	Iteration 31Q: 3 clusters Score -8707600 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61487 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -8707665.000000 Penalty: 5492.912598
	Iteration 32Q: 3 clusters Score -8707665 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -8707689.000000 Penalty: 5492.912598
	Iteration 33Q: 3 clusters Score -8707689 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61591 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -8707715.000000 Penalty: 5492.912598
	Iteration 34Q: 3 clusters Score -8707715 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -8707720.000000 Penalty: 5492.912598
	Iteration 35Q: 3 clusters Score -8707720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61642 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -8707720.000000 Penalty: 5492.912598
	Iteration 36Q: 3 clusters Score -8707720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61667 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -8707734.000000 Penalty: 5492.912598
	Iteration 37Q: 3 clusters Score -8707734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -8707740.000000 Penalty: 5492.912598
	Iteration 38Q: 3 clusters Score -8707740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61683 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -8707735.000000 Penalty: 5492.912598
	Iteration 39Q: 3 clusters Score -8707735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61688 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -8707753.000000 Penalty: 5492.912598
	Iteration 40F: 3 clusters Score -8707753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -8707758.000000 Penalty: 5492.912598
	Iteration 41Q: 3 clusters Score -8707758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -8707757.000000 Penalty: 5492.912598
	Iteration 42Q: 3 clusters Score -8707757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -8707762.000000 Penalty: 5492.912598
	Iteration 43Q: 3 clusters Score -8707762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -8707767.000000 Penalty: 5492.912598
	Iteration 44Q: 3 clusters Score -8707767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -8707761.000000 Penalty: 5492.912598
	Iteration 45Q: 3 clusters Score -8707761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -8707775.000000 Penalty: 5492.912598
	Iteration 46Q: 3 clusters Score -8707775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61734 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -8707788.000000 Penalty: 5492.912598
	Iteration 47Q: 3 clusters Score -8707788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61741 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -8707788.000000 Penalty: 5492.912598
	Iteration 48Q: 3 clusters Score -8707788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -8707799.000000 Penalty: 5492.912598
	Iteration 49Q: 3 clusters Score -8707799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -8707807.000000 Penalty: 5492.912598
	Iteration 50Q: 3 clusters Score -8707807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61760 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -8707803.000000 Penalty: 5492.912598
	Iteration 51Q: 3 clusters Score -8707803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -8707818.000000 Penalty: 5492.912598
	Iteration 52Q: 3 clusters Score -8707818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -8707818.000000 Penalty: 5492.912598
	Iteration 53Q: 3 clusters Score -8707818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -8707819.000000 Penalty: 5492.912598
	Iteration 54Q: 3 clusters Score -8707819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -8707829.000000 Penalty: 5492.912598
	Iteration 55Q: 3 clusters Score -8707829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -8707821.000000 Penalty: 5492.912598
	Iteration 56Q: 3 clusters Score -8707821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -8707822.000000 Penalty: 5492.912598
	Iteration 57Q: 3 clusters Score -8707822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -8707822.000000 Penalty: 5492.912598
	Iteration 58F: 3 clusters Score -8707822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Entering Unmasked Estep 
Score: -5179174.000000 Penalty: 2610.107910
	Iteration 0F: 2 clusters Score -5179174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -5153884.000000 Penalty: 5220.215820
	Iteration 0F: 3 clusters Score -5153884 nChanged 17008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -5162839.500000 Penalty: 5220.215820
	Iteration 1F: 3 clusters Score -5162840 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -5163240.000000 Penalty: 5220.215820
	Iteration 2Q: 3 clusters Score -5163240 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -5163583.000000 Penalty: 5220.215820
	Iteration 3Q: 3 clusters Score -5163583 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -5163839.500000 Penalty: 5220.215820
	Iteration 4Q: 3 clusters Score -5163840 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -5164064.500000 Penalty: 5220.215820
	Iteration 5Q: 3 clusters Score -5164064 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -5164266.000000 Penalty: 5220.215820
	Iteration 6Q: 3 clusters Score -5164266 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -5164435.500000 Penalty: 5220.215820
	Iteration 7Q: 3 clusters Score -5164436 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -5164655.000000 Penalty: 5220.215820
	Iteration 8Q: 3 clusters Score -5164655 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -5164928.000000 Penalty: 5220.215820
	Iteration 9Q: 3 clusters Score -5164928 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -5165280.500000 Penalty: 5220.215820
	Iteration 10Q: 3 clusters Score -5165280 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -5165762.000000 Penalty: 5220.215820
	Iteration 11Q: 3 clusters Score -5165762 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -5166484.000000 Penalty: 5220.215820
	Iteration 12Q: 3 clusters Score -5166484 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -5167506.000000 Penalty: 5220.215820
	Iteration 13F: 3 clusters Score -5167506 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -5168936.500000 Penalty: 5220.215820
	Iteration 14F: 3 clusters Score -5168936 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -5170569.000000 Penalty: 5220.215820
	Iteration 15F: 3 clusters Score -5170569 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -5172096.500000 Penalty: 5220.215820
	Iteration 16F: 3 clusters Score -5172096 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -5173312.500000 Penalty: 5220.215820
	Iteration 17Q: 3 clusters Score -5173312 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -5174150.500000 Penalty: 5220.215820
	Iteration 18Q: 3 clusters Score -5174150 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -5174859.000000 Penalty: 5220.215820
	Iteration 19Q: 3 clusters Score -5174859 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -5175410.000000 Penalty: 5220.215820
	Iteration 20F: 3 clusters Score -5175410 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -5175813.000000 Penalty: 5220.215820
	Iteration 21Q: 3 clusters Score -5175813 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5176067.500000 Penalty: 5220.215820
	Iteration 22Q: 3 clusters Score -5176068 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5176260.000000 Penalty: 5220.215820
	Iteration 23Q: 3 clusters Score -5176260 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5176426.000000 Penalty: 5220.215820
	Iteration 24Q: 3 clusters Score -5176426 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5176553.000000 Penalty: 5220.215820
	Iteration 25Q: 3 clusters Score -5176553 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5176639.000000 Penalty: 5220.215820
	Iteration 26Q: 3 clusters Score -5176639 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5176697.000000 Penalty: 5220.215820
	Iteration 27Q: 3 clusters Score -5176697 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5176767.500000 Penalty: 5220.215820
	Iteration 28Q: 3 clusters Score -5176768 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5176810.000000 Penalty: 5220.215820
	Iteration 29Q: 3 clusters Score -5176810 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5176840.000000 Penalty: 5220.215820
	Iteration 30Q: 3 clusters Score -5176840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5176863.000000 Penalty: 5220.215820
	Iteration 31Q: 3 clusters Score -5176863 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5176874.000000 Penalty: 5220.215820
	Iteration 32Q: 3 clusters Score -5176874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5176888.500000 Penalty: 5220.215820
	Iteration 33Q: 3 clusters Score -5176888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5176900.500000 Penalty: 5220.215820
	Iteration 34Q: 3 clusters Score -5176900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5176908.000000 Penalty: 5220.215820
	Iteration 35Q: 3 clusters Score -5176908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5176909.500000 Penalty: 5220.215820
	Iteration 36Q: 3 clusters Score -5176910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5176912.500000 Penalty: 5220.215820
	Iteration 37Q: 3 clusters Score -5176912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5176914.000000 Penalty: 5220.215820
	Iteration 38Q: 3 clusters Score -5176914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5176915.500000 Penalty: 5220.215820
	Iteration 39Q: 3 clusters Score -5176916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5176918.500000 Penalty: 5220.215820
	Iteration 40F: 3 clusters Score -5176918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5176926.500000 Penalty: 5220.215820
	Iteration 41Q: 3 clusters Score -5176926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5176930.000000 Penalty: 5220.215820
	Iteration 42Q: 3 clusters Score -5176930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5176935.500000 Penalty: 5220.215820
	Iteration 43Q: 3 clusters Score -5176936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5176930.000000 Penalty: 5220.215820
	Iteration 44Q: 3 clusters Score -5176930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5176933.500000 Penalty: 5220.215820
	Iteration 45Q: 3 clusters Score -5176934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5176939.500000 Penalty: 5220.215820
	Iteration 46Q: 3 clusters Score -5176940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5176939.000000 Penalty: 5220.215820
	Iteration 47Q: 3 clusters Score -5176939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5176943.000000 Penalty: 5220.215820
	Iteration 48Q: 3 clusters Score -5176943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5176949.000000 Penalty: 5220.215820
	Iteration 49Q: 3 clusters Score -5176949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5176948.000000 Penalty: 5220.215820
	Iteration 50Q: 3 clusters Score -5176948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5176946.500000 Penalty: 5220.215820
	Iteration 51Q: 3 clusters Score -5176946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5176941.000000 Penalty: 5220.215820
	Iteration 52Q: 3 clusters Score -5176941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5176940.500000 Penalty: 5220.215820
	Iteration 53Q: 3 clusters Score -5176940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5176946.000000 Penalty: 5220.215820
	Iteration 54Q: 3 clusters Score -5176946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5176946.500000 Penalty: 5220.215820
	Iteration 55Q: 3 clusters Score -5176946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5176947.500000 Penalty: 5220.215820
	Iteration 56Q: 3 clusters Score -5176948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5176947.500000 Penalty: 5220.215820
	Iteration 57F: 3 clusters Score -5176948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Entering Unmasked Estep 
Score: -1573901.625000 Penalty: 2320.758545
	Iteration 0F: 2 clusters Score -1573902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1565302.500000 Penalty: 4641.517090
	Iteration 0F: 3 clusters Score -1565302 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1567842.125000 Penalty: 4641.517090
	Iteration 1F: 3 clusters Score -1567842 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1568244.250000 Penalty: 4641.517090
	Iteration 2F: 3 clusters Score -1568244 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1568609.375000 Penalty: 4641.517090
	Iteration 3F: 3 clusters Score -1568609 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1568932.375000 Penalty: 4641.517090
	Iteration 4F: 3 clusters Score -1568932 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1569215.875000 Penalty: 4641.517090
	Iteration 5Q: 3 clusters Score -1569216 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1569518.375000 Penalty: 4641.517090
	Iteration 6Q: 3 clusters Score -1569518 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1569876.500000 Penalty: 4641.517090
	Iteration 7Q: 3 clusters Score -1569876 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1570293.125000 Penalty: 4641.517090
	Iteration 8F: 3 clusters Score -1570293 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1570760.750000 Penalty: 4641.517090
	Iteration 9F: 3 clusters Score -1570761 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1571260.625000 Penalty: 4641.517090
	Iteration 10Q: 3 clusters Score -1571261 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1571662.875000 Penalty: 4641.517090
	Iteration 11Q: 3 clusters Score -1571663 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1572002.750000 Penalty: 4641.517090
	Iteration 12Q: 3 clusters Score -1572003 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1572246.375000 Penalty: 4641.517090
	Iteration 13Q: 3 clusters Score -1572246 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1572417.500000 Penalty: 4641.517090
	Iteration 14Q: 3 clusters Score -1572418 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1572507.750000 Penalty: 4641.517090
	Iteration 15Q: 3 clusters Score -1572508 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1572565.125000 Penalty: 4641.517090
	Iteration 16Q: 3 clusters Score -1572565 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1572608.500000 Penalty: 4641.517090
	Iteration 17Q: 3 clusters Score -1572608 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1572644.625000 Penalty: 4641.517090
	Iteration 18Q: 3 clusters Score -1572645 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1572662.375000 Penalty: 4641.517090
	Iteration 19Q: 3 clusters Score -1572662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1572674.750000 Penalty: 4641.517090
	Iteration 20F: 3 clusters Score -1572675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1572688.000000 Penalty: 4641.517090
	Iteration 21Q: 3 clusters Score -1572688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1572700.500000 Penalty: 4641.517090
	Iteration 22Q: 3 clusters Score -1572700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1572705.250000 Penalty: 4641.517090
	Iteration 23Q: 3 clusters Score -1572705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1572709.750000 Penalty: 4641.517090
	Iteration 24Q: 3 clusters Score -1572710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1572714.750000 Penalty: 4641.517090
	Iteration 25Q: 3 clusters Score -1572715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1572719.500000 Penalty: 4641.517090
	Iteration 26Q: 3 clusters Score -1572720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1572721.625000 Penalty: 4641.517090
	Iteration 27Q: 3 clusters Score -1572722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1572724.000000 Penalty: 4641.517090
	Iteration 28Q: 3 clusters Score -1572724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1572727.375000 Penalty: 4641.517090
	Iteration 29Q: 3 clusters Score -1572727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1572728.375000 Penalty: 4641.517090
	Iteration 30Q: 3 clusters Score -1572728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1572735.875000 Penalty: 4641.517090
	Iteration 31Q: 3 clusters Score -1572736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1572735.875000 Penalty: 4641.517090
	Iteration 32Q: 3 clusters Score -1572736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1572737.250000 Penalty: 4641.517090
	Iteration 33Q: 3 clusters Score -1572737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1572736.500000 Penalty: 4641.517090
	Iteration 34Q: 3 clusters Score -1572736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1572737.250000 Penalty: 4641.517090
	Iteration 35Q: 3 clusters Score -1572737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1572737.875000 Penalty: 4641.517090
	Iteration 36Q: 3 clusters Score -1572738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1572738.625000 Penalty: 4641.517090
	Iteration 37Q: 3 clusters Score -1572739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1572741.250000 Penalty: 4641.517090
	Iteration 38Q: 3 clusters Score -1572741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1572744.750000 Penalty: 4641.517090
	Iteration 39Q: 3 clusters Score -1572745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1572745.250000 Penalty: 4641.517090
	Iteration 40F: 3 clusters Score -1572745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1572745.500000 Penalty: 4641.517090
	Iteration 41Q: 3 clusters Score -1572746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1572744.000000 Penalty: 4641.517090
	Iteration 42Q: 3 clusters Score -1572744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1572744.750000 Penalty: 4641.517090
	Iteration 43Q: 3 clusters Score -1572745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1572745.375000 Penalty: 4641.517090
	Iteration 44Q: 3 clusters Score -1572745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1572745.375000 Penalty: 4641.517090
	Iteration 45F: 3 clusters Score -1572745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Entering Unmasked Estep 
Score: -980767.937500 Penalty: 2206.794678
	Iteration 0F: 2 clusters Score -980767.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -974765.250000 Penalty: 4413.589355
	Iteration 0F: 3 clusters Score -974765.2 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -976373.125000 Penalty: 4413.589355
	Iteration 1F: 3 clusters Score -976373.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -976604.750000 Penalty: 4413.589355
	Iteration 2F: 3 clusters Score -976604.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -976771.000000 Penalty: 4413.589355
	Iteration 3Q: 3 clusters Score -976771 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -976923.687500 Penalty: 4413.589355
	Iteration 4Q: 3 clusters Score -976923.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -977072.250000 Penalty: 4413.589355
	Iteration 5Q: 3 clusters Score -977072.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -977213.687500 Penalty: 4413.589355
	Iteration 6Q: 3 clusters Score -977213.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -977366.875000 Penalty: 4413.589355
	Iteration 7Q: 3 clusters Score -977366.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -977520.562500 Penalty: 4413.589355
	Iteration 8Q: 3 clusters Score -977520.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -977656.687500 Penalty: 4413.589355
	Iteration 9Q: 3 clusters Score -977656.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -977790.875000 Penalty: 4413.589355
	Iteration 10Q: 3 clusters Score -977790.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -977913.437500 Penalty: 4413.589355
	Iteration 11Q: 3 clusters Score -977913.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -978059.375000 Penalty: 4413.589355
	Iteration 12Q: 3 clusters Score -978059.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -978197.750000 Penalty: 4413.589355
	Iteration 13Q: 3 clusters Score -978197.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -978319.375000 Penalty: 4413.589355
	Iteration 14Q: 3 clusters Score -978319.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -978429.375000 Penalty: 4413.589355
	Iteration 15Q: 3 clusters Score -978429.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -978512.937500 Penalty: 4413.589355
	Iteration 16Q: 3 clusters Score -978512.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -978600.250000 Penalty: 4413.589355
	Iteration 17Q: 3 clusters Score -978600.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -978665.937500 Penalty: 4413.589355
	Iteration 18Q: 3 clusters Score -978665.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -978698.062500 Penalty: 4413.589355
	Iteration 19Q: 3 clusters Score -978698.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -978723.437500 Penalty: 4413.589355
	Iteration 20F: 3 clusters Score -978723.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -978752.750000 Penalty: 4413.589355
	Iteration 21Q: 3 clusters Score -978752.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -978775.187500 Penalty: 4413.589355
	Iteration 22Q: 3 clusters Score -978775.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -978800.750000 Penalty: 4413.589355
	Iteration 23Q: 3 clusters Score -978800.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -978821.062500 Penalty: 4413.589355
	Iteration 24Q: 3 clusters Score -978821.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -978840.937500 Penalty: 4413.589355
	Iteration 25Q: 3 clusters Score -978840.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -978857.000000 Penalty: 4413.589355
	Iteration 26Q: 3 clusters Score -978857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -978864.937500 Penalty: 4413.589355
	Iteration 27Q: 3 clusters Score -978864.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -978874.437500 Penalty: 4413.589355
	Iteration 28Q: 3 clusters Score -978874.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -978887.062500 Penalty: 4413.589355
	Iteration 29Q: 3 clusters Score -978887.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -978895.000000 Penalty: 4413.589355
	Iteration 30Q: 3 clusters Score -978895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -978899.000000 Penalty: 4413.589355
	Iteration 31Q: 3 clusters Score -978899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -978909.812500 Penalty: 4413.589355
	Iteration 32Q: 3 clusters Score -978909.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -978916.312500 Penalty: 4413.589355
	Iteration 33Q: 3 clusters Score -978916.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -978921.687500 Penalty: 4413.589355
	Iteration 34Q: 3 clusters Score -978921.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -978929.125000 Penalty: 4413.589355
	Iteration 35Q: 3 clusters Score -978929.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -978933.000000 Penalty: 4413.589355
	Iteration 36Q: 3 clusters Score -978933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -978938.625000 Penalty: 4413.589355
	Iteration 37Q: 3 clusters Score -978938.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -978941.437500 Penalty: 4413.589355
	Iteration 38Q: 3 clusters Score -978941.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -978944.875000 Penalty: 4413.589355
	Iteration 39Q: 3 clusters Score -978944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -978945.312500 Penalty: 4413.589355
	Iteration 40F: 3 clusters Score -978945.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -978946.000000 Penalty: 4413.589355
	Iteration 41Q: 3 clusters Score -978946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -978946.000000 Penalty: 4413.589355
	Iteration 42F: 3 clusters Score -978946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Entering Unmasked Estep 
Score: -422201.718750 Penalty: 2023.879395
	Iteration 0F: 2 clusters Score -422201.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -418699.593750 Penalty: 4047.758789
	Iteration 0F: 3 clusters Score -418699.6 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -419444.437500 Penalty: 4047.758789
	Iteration 1F: 3 clusters Score -419444.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -419630.062500 Penalty: 4047.758789
	Iteration 2F: 3 clusters Score -419630.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -419785.468750 Penalty: 4047.758789
	Iteration 3F: 3 clusters Score -419785.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -419887.781250 Penalty: 4047.758789
	Iteration 4Q: 3 clusters Score -419887.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -419952.250000 Penalty: 4047.758789
	Iteration 5Q: 3 clusters Score -419952.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -419993.343750 Penalty: 4047.758789
	Iteration 6Q: 3 clusters Score -419993.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -420023.093750 Penalty: 4047.758789
	Iteration 7Q: 3 clusters Score -420023.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -420042.687500 Penalty: 4047.758789
	Iteration 8Q: 3 clusters Score -420042.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -420064.562500 Penalty: 4047.758789
	Iteration 9Q: 3 clusters Score -420064.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -420096.125000 Penalty: 4047.758789
	Iteration 10Q: 3 clusters Score -420096.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -420124.000000 Penalty: 4047.758789
	Iteration 11Q: 3 clusters Score -420124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -420154.468750 Penalty: 4047.758789
	Iteration 12Q: 3 clusters Score -420154.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -420182.625000 Penalty: 4047.758789
	Iteration 13Q: 3 clusters Score -420182.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -420212.718750 Penalty: 4047.758789
	Iteration 14Q: 3 clusters Score -420212.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -420242.125000 Penalty: 4047.758789
	Iteration 15Q: 3 clusters Score -420242.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -420267.750000 Penalty: 4047.758789
	Iteration 16Q: 3 clusters Score -420267.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -420289.218750 Penalty: 4047.758789
	Iteration 17Q: 3 clusters Score -420289.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -420314.968750 Penalty: 4047.758789
	Iteration 18Q: 3 clusters Score -420315 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -420347.750000 Penalty: 4047.758789
	Iteration 19Q: 3 clusters Score -420347.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -420381.156250 Penalty: 4047.758789
	Iteration 20F: 3 clusters Score -420381.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -420414.468750 Penalty: 4047.758789
	Iteration 21Q: 3 clusters Score -420414.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -420438.500000 Penalty: 4047.758789
	Iteration 22Q: 3 clusters Score -420438.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -420477.406250 Penalty: 4047.758789
	Iteration 23Q: 3 clusters Score -420477.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -420535.062500 Penalty: 4047.758789
	Iteration 24Q: 3 clusters Score -420535.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -420585.812500 Penalty: 4047.758789
	Iteration 25Q: 3 clusters Score -420585.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -420633.906250 Penalty: 4047.758789
	Iteration 26Q: 3 clusters Score -420633.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -420674.500000 Penalty: 4047.758789
	Iteration 27Q: 3 clusters Score -420674.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -420718.562500 Penalty: 4047.758789
	Iteration 28Q: 3 clusters Score -420718.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -420764.437500 Penalty: 4047.758789
	Iteration 29Q: 3 clusters Score -420764.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -420806.468750 Penalty: 4047.758789
	Iteration 30Q: 3 clusters Score -420806.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -420844.843750 Penalty: 4047.758789
	Iteration 31Q: 3 clusters Score -420844.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -420877.906250 Penalty: 4047.758789
	Iteration 32Q: 3 clusters Score -420877.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -420903.437500 Penalty: 4047.758789
	Iteration 33Q: 3 clusters Score -420903.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -420923.718750 Penalty: 4047.758789
	Iteration 34Q: 3 clusters Score -420923.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -420936.812500 Penalty: 4047.758789
	Iteration 35Q: 3 clusters Score -420936.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -420947.968750 Penalty: 4047.758789
	Iteration 36Q: 3 clusters Score -420948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -420960.500000 Penalty: 4047.758789
	Iteration 37Q: 3 clusters Score -420960.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -420975.406250 Penalty: 4047.758789
	Iteration 38Q: 3 clusters Score -420975.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -420986.718750 Penalty: 4047.758789
	Iteration 39Q: 3 clusters Score -420986.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -420995.812500 Penalty: 4047.758789
	Iteration 40F: 3 clusters Score -420995.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -421004.593750 Penalty: 4047.758789
	Iteration 41Q: 3 clusters Score -421004.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -421012.156250 Penalty: 4047.758789
	Iteration 42Q: 3 clusters Score -421012.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -421015.375000 Penalty: 4047.758789
	Iteration 43Q: 3 clusters Score -421015.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -421018.531250 Penalty: 4047.758789
	Iteration 44Q: 3 clusters Score -421018.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -421023.125000 Penalty: 4047.758789
	Iteration 45Q: 3 clusters Score -421023.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -421025.812500 Penalty: 4047.758789
	Iteration 46Q: 3 clusters Score -421025.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -421032.031250 Penalty: 4047.758789
	Iteration 47Q: 3 clusters Score -421032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -421044.406250 Penalty: 4047.758789
	Iteration 48Q: 3 clusters Score -421044.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -421055.718750 Penalty: 4047.758789
	Iteration 49Q: 3 clusters Score -421055.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -421065.937500 Penalty: 4047.758789
	Iteration 50Q: 3 clusters Score -421065.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -421074.375000 Penalty: 4047.758789
	Iteration 51Q: 3 clusters Score -421074.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -421079.281250 Penalty: 4047.758789
	Iteration 52Q: 3 clusters Score -421079.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -421081.937500 Penalty: 4047.758789
	Iteration 53Q: 3 clusters Score -421081.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -421086.031250 Penalty: 4047.758789
	Iteration 54Q: 3 clusters Score -421086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -421092.500000 Penalty: 4047.758789
	Iteration 55Q: 3 clusters Score -421092.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -421098.375000 Penalty: 4047.758789
	Iteration 56Q: 3 clusters Score -421098.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -421102.000000 Penalty: 4047.758789
	Iteration 57Q: 3 clusters Score -421102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -421106.750000 Penalty: 4047.758789
	Iteration 58Q: 3 clusters Score -421106.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -421113.406250 Penalty: 4047.758789
	Iteration 59Q: 3 clusters Score -421113.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -421116.906250 Penalty: 4047.758789
	Iteration 60F: 3 clusters Score -421116.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -421119.968750 Penalty: 4047.758789
	Iteration 61Q: 3 clusters Score -421120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -421121.000000 Penalty: 4047.758789
	Iteration 62Q: 3 clusters Score -421121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -421123.250000 Penalty: 4047.758789
	Iteration 63Q: 3 clusters Score -421123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -421124.062500 Penalty: 4047.758789
	Iteration 64Q: 3 clusters Score -421124.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -421125.562500 Penalty: 4047.758789
	Iteration 65Q: 3 clusters Score -421125.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -421129.312500 Penalty: 4047.758789
	Iteration 66Q: 3 clusters Score -421129.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -421131.812500 Penalty: 4047.758789
	Iteration 67Q: 3 clusters Score -421131.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -421132.156250 Penalty: 4047.758789
	Iteration 68Q: 3 clusters Score -421132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -421132.593750 Penalty: 4047.758789
	Iteration 69Q: 3 clusters Score -421132.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -421133.781250 Penalty: 4047.758789
	Iteration 70Q: 3 clusters Score -421133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -421135.031250 Penalty: 4047.758789
	Iteration 71Q: 3 clusters Score -421135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -421134.843750 Penalty: 4047.758789
	Iteration 72Q: 3 clusters Score -421134.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -421137.031250 Penalty: 4047.758789
	Iteration 73Q: 3 clusters Score -421137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -421137.531250 Penalty: 4047.758789
	Iteration 74Q: 3 clusters Score -421137.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -421137.875000 Penalty: 4047.758789
	Iteration 75Q: 3 clusters Score -421137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -421137.625000 Penalty: 4047.758789
	Iteration 76Q: 3 clusters Score -421137.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -421137.625000 Penalty: 4047.758789
	Iteration 77Q: 3 clusters Score -421137.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -421137.625000 Penalty: 4047.758789
	Iteration 78F: 3 clusters Score -421137.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Entering Unmasked Estep 
Score: -1400525.875000 Penalty: 2296.476807
	Iteration 0F: 2 clusters Score -1400526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1392547.375000 Penalty: 4592.953613
	Iteration 0F: 3 clusters Score -1392547 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1394927.375000 Penalty: 4592.953613
	Iteration 1F: 3 clusters Score -1394927 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1395275.250000 Penalty: 4592.953613
	Iteration 2F: 3 clusters Score -1395275 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1395529.625000 Penalty: 4592.953613
	Iteration 3F: 3 clusters Score -1395530 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1395733.875000 Penalty: 4592.953613
	Iteration 4Q: 3 clusters Score -1395734 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1395921.375000 Penalty: 4592.953613
	Iteration 5Q: 3 clusters Score -1395921 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1396112.125000 Penalty: 4592.953613
	Iteration 6Q: 3 clusters Score -1396112 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1396323.625000 Penalty: 4592.953613
	Iteration 7Q: 3 clusters Score -1396324 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1396548.375000 Penalty: 4592.953613
	Iteration 8Q: 3 clusters Score -1396548 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1396811.750000 Penalty: 4592.953613
	Iteration 9Q: 3 clusters Score -1396812 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1397087.000000 Penalty: 4592.953613
	Iteration 10Q: 3 clusters Score -1397087 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1397371.125000 Penalty: 4592.953613
	Iteration 11Q: 3 clusters Score -1397371 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1397630.625000 Penalty: 4592.953613
	Iteration 12Q: 3 clusters Score -1397631 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1397843.625000 Penalty: 4592.953613
	Iteration 13Q: 3 clusters Score -1397844 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1398025.250000 Penalty: 4592.953613
	Iteration 14Q: 3 clusters Score -1398025 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1398157.250000 Penalty: 4592.953613
	Iteration 15Q: 3 clusters Score -1398157 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1398266.875000 Penalty: 4592.953613
	Iteration 16Q: 3 clusters Score -1398267 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1398339.500000 Penalty: 4592.953613
	Iteration 17Q: 3 clusters Score -1398340 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1398396.500000 Penalty: 4592.953613
	Iteration 18Q: 3 clusters Score -1398396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1398427.375000 Penalty: 4592.953613
	Iteration 19Q: 3 clusters Score -1398427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1398450.125000 Penalty: 4592.953613
	Iteration 20F: 3 clusters Score -1398450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1398469.875000 Penalty: 4592.953613
	Iteration 21Q: 3 clusters Score -1398470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1398479.250000 Penalty: 4592.953613
	Iteration 22Q: 3 clusters Score -1398479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1398486.625000 Penalty: 4592.953613
	Iteration 23Q: 3 clusters Score -1398487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1398493.750000 Penalty: 4592.953613
	Iteration 24Q: 3 clusters Score -1398494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1398504.750000 Penalty: 4592.953613
	Iteration 25Q: 3 clusters Score -1398505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1398509.875000 Penalty: 4592.953613
	Iteration 26Q: 3 clusters Score -1398510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1398514.750000 Penalty: 4592.953613
	Iteration 27Q: 3 clusters Score -1398515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1398517.500000 Penalty: 4592.953613
	Iteration 28Q: 3 clusters Score -1398518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1398522.375000 Penalty: 4592.953613
	Iteration 29Q: 3 clusters Score -1398522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1398524.250000 Penalty: 4592.953613
	Iteration 30Q: 3 clusters Score -1398524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1398524.875000 Penalty: 4592.953613
	Iteration 31Q: 3 clusters Score -1398525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1398528.000000 Penalty: 4592.953613
	Iteration 32Q: 3 clusters Score -1398528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1398527.125000 Penalty: 4592.953613
	Iteration 33Q: 3 clusters Score -1398527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1398525.750000 Penalty: 4592.953613
	Iteration 34Q: 3 clusters Score -1398526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1398525.750000 Penalty: 4592.953613
	Iteration 35F: 3 clusters Score -1398526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Entering Unmasked Estep 
Score: -366658.625000 Penalty: 1969.264771
	Iteration 0F: 2 clusters Score -366658.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -363533.843750 Penalty: 3938.529541
	Iteration 0F: 3 clusters Score -363533.8 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -364151.031250 Penalty: 3938.529541
	Iteration 1F: 3 clusters Score -364151 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -364311.593750 Penalty: 3938.529541
	Iteration 2F: 3 clusters Score -364311.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -364392.781250 Penalty: 3938.529541
	Iteration 3Q: 3 clusters Score -364392.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -364458.281250 Penalty: 3938.529541
	Iteration 4Q: 3 clusters Score -364458.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -364508.656250 Penalty: 3938.529541
	Iteration 5Q: 3 clusters Score -364508.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -364562.656250 Penalty: 3938.529541
	Iteration 6Q: 3 clusters Score -364562.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -364624.687500 Penalty: 3938.529541
	Iteration 7Q: 3 clusters Score -364624.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -364671.500000 Penalty: 3938.529541
	Iteration 8Q: 3 clusters Score -364671.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -364707.812500 Penalty: 3938.529541
	Iteration 9Q: 3 clusters Score -364707.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -364737.656250 Penalty: 3938.529541
	Iteration 10Q: 3 clusters Score -364737.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -364762.250000 Penalty: 3938.529541
	Iteration 11Q: 3 clusters Score -364762.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -364786.437500 Penalty: 3938.529541
	Iteration 12Q: 3 clusters Score -364786.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -364810.687500 Penalty: 3938.529541
	Iteration 13Q: 3 clusters Score -364810.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -364828.375000 Penalty: 3938.529541
	Iteration 14Q: 3 clusters Score -364828.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -364842.937500 Penalty: 3938.529541
	Iteration 15Q: 3 clusters Score -364842.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -364858.500000 Penalty: 3938.529541
	Iteration 16Q: 3 clusters Score -364858.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -364883.406250 Penalty: 3938.529541
	Iteration 17Q: 3 clusters Score -364883.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -364913.343750 Penalty: 3938.529541
	Iteration 18Q: 3 clusters Score -364913.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -364938.625000 Penalty: 3938.529541
	Iteration 19Q: 3 clusters Score -364938.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -364967.031250 Penalty: 3938.529541
	Iteration 20F: 3 clusters Score -364967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -364996.937500 Penalty: 3938.529541
	Iteration 21Q: 3 clusters Score -364996.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -365028.312500 Penalty: 3938.529541
	Iteration 22Q: 3 clusters Score -365028.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -365052.718750 Penalty: 3938.529541
	Iteration 23Q: 3 clusters Score -365052.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -365078.312500 Penalty: 3938.529541
	Iteration 24Q: 3 clusters Score -365078.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -365105.125000 Penalty: 3938.529541
	Iteration 25Q: 3 clusters Score -365105.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -365137.531250 Penalty: 3938.529541
	Iteration 26Q: 3 clusters Score -365137.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -365168.093750 Penalty: 3938.529541
	Iteration 27Q: 3 clusters Score -365168.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -365197.593750 Penalty: 3938.529541
	Iteration 28Q: 3 clusters Score -365197.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -365227.656250 Penalty: 3938.529541
	Iteration 29Q: 3 clusters Score -365227.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -365263.312500 Penalty: 3938.529541
	Iteration 30Q: 3 clusters Score -365263.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -365296.687500 Penalty: 3938.529541
	Iteration 31Q: 3 clusters Score -365296.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -365335.968750 Penalty: 3938.529541
	Iteration 32Q: 3 clusters Score -365336 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -365374.656250 Penalty: 3938.529541
	Iteration 33Q: 3 clusters Score -365374.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -365421.531250 Penalty: 3938.529541
	Iteration 34Q: 3 clusters Score -365421.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -365463.000000 Penalty: 3938.529541
	Iteration 35Q: 3 clusters Score -365463 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -365497.656250 Penalty: 3938.529541
	Iteration 36Q: 3 clusters Score -365497.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -365528.531250 Penalty: 3938.529541
	Iteration 37Q: 3 clusters Score -365528.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -365564.406250 Penalty: 3938.529541
	Iteration 38Q: 3 clusters Score -365564.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -365609.312500 Penalty: 3938.529541
	Iteration 39Q: 3 clusters Score -365609.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -365693.906250 Penalty: 3938.529541
	Iteration 40F: 3 clusters Score -365693.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -365792.000000 Penalty: 3938.529541
	Iteration 41Q: 3 clusters Score -365792 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -365910.062500 Penalty: 3938.529541
	Iteration 42Q: 3 clusters Score -365910.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -366004.812500 Penalty: 3938.529541
	Iteration 43Q: 3 clusters Score -366004.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -366091.875000 Penalty: 3938.529541
	Iteration 44Q: 3 clusters Score -366091.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -366141.593750 Penalty: 3938.529541
	Iteration 45Q: 3 clusters Score -366141.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -366170.500000 Penalty: 3938.529541
	Iteration 46Q: 3 clusters Score -366170.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -366187.656250 Penalty: 3938.529541
	Iteration 47Q: 3 clusters Score -366187.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -366197.562500 Penalty: 3938.529541
	Iteration 48Q: 3 clusters Score -366197.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -366201.750000 Penalty: 3938.529541
	Iteration 49Q: 3 clusters Score -366201.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -366204.156250 Penalty: 3938.529541
	Iteration 50Q: 3 clusters Score -366204.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -366204.156250 Penalty: 3938.529541
	Iteration 51F: 3 clusters Score -366204.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Entering Unmasked Estep 
Score: -740988.562500 Penalty: 2155.279297
	Iteration 0F: 2 clusters Score -740988.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -735905.500000 Penalty: 4310.558594
	Iteration 0F: 3 clusters Score -735905.5 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -737369.250000 Penalty: 4310.558594
	Iteration 1F: 3 clusters Score -737369.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -737824.562500 Penalty: 4310.558594
	Iteration 2F: 3 clusters Score -737824.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -738152.187500 Penalty: 4310.558594
	Iteration 3F: 3 clusters Score -738152.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -738455.000000 Penalty: 4310.558594
	Iteration 4F: 3 clusters Score -738455 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -738749.250000 Penalty: 4310.558594
	Iteration 5F: 3 clusters Score -738749.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -739060.562500 Penalty: 4310.558594
	Iteration 6Q: 3 clusters Score -739060.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -739312.875000 Penalty: 4310.558594
	Iteration 7Q: 3 clusters Score -739312.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -739533.937500 Penalty: 4310.558594
	Iteration 8Q: 3 clusters Score -739533.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -739740.562500 Penalty: 4310.558594
	Iteration 9Q: 3 clusters Score -739740.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -739929.687500 Penalty: 4310.558594
	Iteration 10Q: 3 clusters Score -739929.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -740025.750000 Penalty: 4310.558594
	Iteration 11Q: 3 clusters Score -740025.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -740098.687500 Penalty: 4310.558594
	Iteration 12Q: 3 clusters Score -740098.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -740149.625000 Penalty: 4310.558594
	Iteration 13Q: 3 clusters Score -740149.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -740188.000000 Penalty: 4310.558594
	Iteration 14Q: 3 clusters Score -740188 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -740216.625000 Penalty: 4310.558594
	Iteration 15Q: 3 clusters Score -740216.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -740235.750000 Penalty: 4310.558594
	Iteration 16Q: 3 clusters Score -740235.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -740247.687500 Penalty: 4310.558594
	Iteration 17Q: 3 clusters Score -740247.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -740255.187500 Penalty: 4310.558594
	Iteration 18Q: 3 clusters Score -740255.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -740261.000000 Penalty: 4310.558594
	Iteration 19Q: 3 clusters Score -740261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -740263.875000 Penalty: 4310.558594
	Iteration 20F: 3 clusters Score -740263.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -740268.500000 Penalty: 4310.558594
	Iteration 21Q: 3 clusters Score -740268.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -740272.687500 Penalty: 4310.558594
	Iteration 22Q: 3 clusters Score -740272.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -740278.687500 Penalty: 4310.558594
	Iteration 23Q: 3 clusters Score -740278.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -740279.125000 Penalty: 4310.558594
	Iteration 24Q: 3 clusters Score -740279.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -740278.875000 Penalty: 4310.558594
	Iteration 25Q: 3 clusters Score -740278.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -740282.125000 Penalty: 4310.558594
	Iteration 26Q: 3 clusters Score -740282.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -740282.125000 Penalty: 4310.558594
	Iteration 27Q: 3 clusters Score -740282.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -740283.187500 Penalty: 4310.558594
	Iteration 28Q: 3 clusters Score -740283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -740282.000000 Penalty: 4310.558594
	Iteration 29Q: 3 clusters Score -740282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -740283.000000 Penalty: 4310.558594
	Iteration 30Q: 3 clusters Score -740283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -740286.062500 Penalty: 4310.558594
	Iteration 31Q: 3 clusters Score -740286.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -740287.187500 Penalty: 4310.558594
	Iteration 32Q: 3 clusters Score -740287.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -740292.687500 Penalty: 4310.558594
	Iteration 33Q: 3 clusters Score -740292.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -740296.062500 Penalty: 4310.558594
	Iteration 34Q: 3 clusters Score -740296.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -740297.625000 Penalty: 4310.558594
	Iteration 35Q: 3 clusters Score -740297.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -740298.312500 Penalty: 4310.558594
	Iteration 36Q: 3 clusters Score -740298.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -740301.000000 Penalty: 4310.558594
	Iteration 37Q: 3 clusters Score -740301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -740301.625000 Penalty: 4310.558594
	Iteration 38Q: 3 clusters Score -740301.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -740301.812500 Penalty: 4310.558594
	Iteration 39Q: 3 clusters Score -740301.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -740303.687500 Penalty: 4310.558594
	Iteration 40F: 3 clusters Score -740303.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -740306.812500 Penalty: 4310.558594
	Iteration 41Q: 3 clusters Score -740306.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -740306.812500 Penalty: 4310.558594
	Iteration 42Q: 3 clusters Score -740306.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -740312.500000 Penalty: 4310.558594
	Iteration 43Q: 3 clusters Score -740312.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -740315.250000 Penalty: 4310.558594
	Iteration 44Q: 3 clusters Score -740315.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -740317.125000 Penalty: 4310.558594
	Iteration 45Q: 3 clusters Score -740317.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -740321.937500 Penalty: 4310.558594
	Iteration 46Q: 3 clusters Score -740321.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -740321.562500 Penalty: 4310.558594
	Iteration 47Q: 3 clusters Score -740321.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -740323.875000 Penalty: 4310.558594
	Iteration 48Q: 3 clusters Score -740323.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -740325.625000 Penalty: 4310.558594
	Iteration 49Q: 3 clusters Score -740325.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -740326.250000 Penalty: 4310.558594
	Iteration 50Q: 3 clusters Score -740326.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -740326.250000 Penalty: 4310.558594
	Iteration 51F: 3 clusters Score -740326.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -20363.468750 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -20363.47 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 95 members 
Entering Unmasked Estep 
Score: -19282.050781 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -19282.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19370.849609 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -19370.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19415.224609 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -19415.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19427.029297 Penalty: 2586.608154
	Iteration 3Q: 3 clusters Score -19427.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19427.029297 Penalty: 2586.608154
	Iteration 4F: 3 clusters Score -19427.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -998191.125000 Penalty: 2208.213623
	Iteration 0F: 2 clusters Score -998191.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -992090.062500 Penalty: 4416.427246
	Iteration 0F: 3 clusters Score -992090.1 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -993762.562500 Penalty: 4416.427246
	Iteration 1F: 3 clusters Score -993762.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -994012.125000 Penalty: 4416.427246
	Iteration 2F: 3 clusters Score -994012.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -994193.062500 Penalty: 4416.427246
	Iteration 3Q: 3 clusters Score -994193.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -994349.000000 Penalty: 4416.427246
	Iteration 4Q: 3 clusters Score -994349 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -994473.687500 Penalty: 4416.427246
	Iteration 5Q: 3 clusters Score -994473.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -994578.625000 Penalty: 4416.427246
	Iteration 6Q: 3 clusters Score -994578.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -994662.375000 Penalty: 4416.427246
	Iteration 7Q: 3 clusters Score -994662.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -994751.625000 Penalty: 4416.427246
	Iteration 8Q: 3 clusters Score -994751.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -994849.625000 Penalty: 4416.427246
	Iteration 9Q: 3 clusters Score -994849.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -994944.062500 Penalty: 4416.427246
	Iteration 10Q: 3 clusters Score -994944.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -995049.562500 Penalty: 4416.427246
	Iteration 11Q: 3 clusters Score -995049.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -995171.500000 Penalty: 4416.427246
	Iteration 12Q: 3 clusters Score -995171.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -995318.562500 Penalty: 4416.427246
	Iteration 13Q: 3 clusters Score -995318.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -995471.812500 Penalty: 4416.427246
	Iteration 14Q: 3 clusters Score -995471.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -995638.312500 Penalty: 4416.427246
	Iteration 15Q: 3 clusters Score -995638.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -995771.625000 Penalty: 4416.427246
	Iteration 16Q: 3 clusters Score -995771.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -995893.250000 Penalty: 4416.427246
	Iteration 17Q: 3 clusters Score -995893.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -996007.250000 Penalty: 4416.427246
	Iteration 18Q: 3 clusters Score -996007.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -996098.500000 Penalty: 4416.427246
	Iteration 19Q: 3 clusters Score -996098.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -996190.375000 Penalty: 4416.427246
	Iteration 20F: 3 clusters Score -996190.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -996280.437500 Penalty: 4416.427246
	Iteration 21Q: 3 clusters Score -996280.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -996337.500000 Penalty: 4416.427246
	Iteration 22Q: 3 clusters Score -996337.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -996388.562500 Penalty: 4416.427246
	Iteration 23Q: 3 clusters Score -996388.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -996429.062500 Penalty: 4416.427246
	Iteration 24Q: 3 clusters Score -996429.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -996459.375000 Penalty: 4416.427246
	Iteration 25Q: 3 clusters Score -996459.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -996491.312500 Penalty: 4416.427246
	Iteration 26Q: 3 clusters Score -996491.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -996510.812500 Penalty: 4416.427246
	Iteration 27Q: 3 clusters Score -996510.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -996524.375000 Penalty: 4416.427246
	Iteration 28Q: 3 clusters Score -996524.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -996534.937500 Penalty: 4416.427246
	Iteration 29Q: 3 clusters Score -996534.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -996545.250000 Penalty: 4416.427246
	Iteration 30Q: 3 clusters Score -996545.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -996548.187500 Penalty: 4416.427246
	Iteration 31Q: 3 clusters Score -996548.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -996555.375000 Penalty: 4416.427246
	Iteration 32Q: 3 clusters Score -996555.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -996560.000000 Penalty: 4416.427246
	Iteration 33Q: 3 clusters Score -996560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -996563.250000 Penalty: 4416.427246
	Iteration 34Q: 3 clusters Score -996563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -996566.437500 Penalty: 4416.427246
	Iteration 35Q: 3 clusters Score -996566.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -996569.500000 Penalty: 4416.427246
	Iteration 36Q: 3 clusters Score -996569.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -996571.687500 Penalty: 4416.427246
	Iteration 37Q: 3 clusters Score -996571.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -996575.250000 Penalty: 4416.427246
	Iteration 38Q: 3 clusters Score -996575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -996577.125000 Penalty: 4416.427246
	Iteration 39Q: 3 clusters Score -996577.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -996581.125000 Penalty: 4416.427246
	Iteration 40F: 3 clusters Score -996581.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -996587.125000 Penalty: 4416.427246
	Iteration 41Q: 3 clusters Score -996587.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -996589.187500 Penalty: 4416.427246
	Iteration 42Q: 3 clusters Score -996589.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -996592.250000 Penalty: 4416.427246
	Iteration 43Q: 3 clusters Score -996592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -996592.125000 Penalty: 4416.427246
	Iteration 44Q: 3 clusters Score -996592.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -996594.812500 Penalty: 4416.427246
	Iteration 45Q: 3 clusters Score -996594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -996594.812500 Penalty: 4416.427246
	Iteration 46F: 3 clusters Score -996594.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Entering Unmasked Estep 
Score: -286159.750000 Penalty: 1896.887451
	Iteration 0F: 2 clusters Score -286159.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -283479.937500 Penalty: 3793.774902
	Iteration 0F: 3 clusters Score -283479.9 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -283962.468750 Penalty: 3793.774902
	Iteration 1F: 3 clusters Score -283962.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -284111.468750 Penalty: 3793.774902
	Iteration 2F: 3 clusters Score -284111.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -284216.968750 Penalty: 3793.774902
	Iteration 3Q: 3 clusters Score -284217 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -284285.718750 Penalty: 3793.774902
	Iteration 4Q: 3 clusters Score -284285.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -284334.687500 Penalty: 3793.774902
	Iteration 5Q: 3 clusters Score -284334.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -284384.375000 Penalty: 3793.774902
	Iteration 6Q: 3 clusters Score -284384.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -284450.750000 Penalty: 3793.774902
	Iteration 7Q: 3 clusters Score -284450.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -284552.281250 Penalty: 3793.774902
	Iteration 8Q: 3 clusters Score -284552.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -284701.093750 Penalty: 3793.774902
	Iteration 9Q: 3 clusters Score -284701.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -284829.718750 Penalty: 3793.774902
	Iteration 10Q: 3 clusters Score -284829.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -284916.562500 Penalty: 3793.774902
	Iteration 11Q: 3 clusters Score -284916.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -284980.937500 Penalty: 3793.774902
	Iteration 12Q: 3 clusters Score -284980.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -285029.625000 Penalty: 3793.774902
	Iteration 13Q: 3 clusters Score -285029.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -285076.625000 Penalty: 3793.774902
	Iteration 14Q: 3 clusters Score -285076.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -285111.656250 Penalty: 3793.774902
	Iteration 15Q: 3 clusters Score -285111.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -285141.562500 Penalty: 3793.774902
	Iteration 16Q: 3 clusters Score -285141.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -285182.406250 Penalty: 3793.774902
	Iteration 17Q: 3 clusters Score -285182.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -285212.000000 Penalty: 3793.774902
	Iteration 18Q: 3 clusters Score -285212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -285230.593750 Penalty: 3793.774902
	Iteration 19Q: 3 clusters Score -285230.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -285246.531250 Penalty: 3793.774902
	Iteration 20F: 3 clusters Score -285246.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -285253.156250 Penalty: 3793.774902
	Iteration 21Q: 3 clusters Score -285253.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -285257.875000 Penalty: 3793.774902
	Iteration 22Q: 3 clusters Score -285257.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -285262.656250 Penalty: 3793.774902
	Iteration 23Q: 3 clusters Score -285262.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -285265.468750 Penalty: 3793.774902
	Iteration 24Q: 3 clusters Score -285265.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -285269.375000 Penalty: 3793.774902
	Iteration 25Q: 3 clusters Score -285269.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -285275.937500 Penalty: 3793.774902
	Iteration 26Q: 3 clusters Score -285275.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -285278.281250 Penalty: 3793.774902
	Iteration 27Q: 3 clusters Score -285278.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -285278.500000 Penalty: 3793.774902
	Iteration 28Q: 3 clusters Score -285278.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -285278.500000 Penalty: 3793.774902
	Iteration 29F: 3 clusters Score -285278.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Entering Unmasked Estep 
Score: -657556.625000 Penalty: 2104.044434
	Iteration 0F: 2 clusters Score -657556.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -653156.562500 Penalty: 4208.088867
	Iteration 0F: 3 clusters Score -653156.6 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -654137.187500 Penalty: 4208.088867
	Iteration 1F: 3 clusters Score -654137.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -654379.375000 Penalty: 4208.088867
	Iteration 2F: 3 clusters Score -654379.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -654567.750000 Penalty: 4208.088867
	Iteration 3F: 3 clusters Score -654567.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -654723.312500 Penalty: 4208.088867
	Iteration 4Q: 3 clusters Score -654723.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -654940.687500 Penalty: 4208.088867
	Iteration 5Q: 3 clusters Score -654940.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -655153.562500 Penalty: 4208.088867
	Iteration 6Q: 3 clusters Score -655153.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -655424.000000 Penalty: 4208.088867
	Iteration 7Q: 3 clusters Score -655424 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -655757.375000 Penalty: 4208.088867
	Iteration 8F: 3 clusters Score -655757.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -656072.562500 Penalty: 4208.088867
	Iteration 9F: 3 clusters Score -656072.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -656311.125000 Penalty: 4208.088867
	Iteration 10Q: 3 clusters Score -656311.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -656472.062500 Penalty: 4208.088867
	Iteration 11Q: 3 clusters Score -656472.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -656621.437500 Penalty: 4208.088867
	Iteration 12Q: 3 clusters Score -656621.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -656714.437500 Penalty: 4208.088867
	Iteration 13Q: 3 clusters Score -656714.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -656762.625000 Penalty: 4208.088867
	Iteration 14Q: 3 clusters Score -656762.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -656791.062500 Penalty: 4208.088867
	Iteration 15Q: 3 clusters Score -656791.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -656822.437500 Penalty: 4208.088867
	Iteration 16Q: 3 clusters Score -656822.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -656863.375000 Penalty: 4208.088867
	Iteration 17Q: 3 clusters Score -656863.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -656896.062500 Penalty: 4208.088867
	Iteration 18Q: 3 clusters Score -656896.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -656914.187500 Penalty: 4208.088867
	Iteration 19Q: 3 clusters Score -656914.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -656929.562500 Penalty: 4208.088867
	Iteration 20F: 3 clusters Score -656929.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -656941.375000 Penalty: 4208.088867
	Iteration 21Q: 3 clusters Score -656941.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -656946.062500 Penalty: 4208.088867
	Iteration 22Q: 3 clusters Score -656946.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -656952.875000 Penalty: 4208.088867
	Iteration 23Q: 3 clusters Score -656952.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -656957.875000 Penalty: 4208.088867
	Iteration 24Q: 3 clusters Score -656957.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -656959.812500 Penalty: 4208.088867
	Iteration 25Q: 3 clusters Score -656959.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -656961.625000 Penalty: 4208.088867
	Iteration 26Q: 3 clusters Score -656961.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -656961.625000 Penalty: 4208.088867
	Iteration 27F: 3 clusters Score -656961.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Entering Unmasked Estep 
Score: -1237793.000000 Penalty: 2277.044678
	Iteration 0F: 2 clusters Score -1237793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1230314.000000 Penalty: 4554.089355
	Iteration 0F: 3 clusters Score -1230314 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1232539.750000 Penalty: 4554.089355
	Iteration 1F: 3 clusters Score -1232540 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1232858.250000 Penalty: 4554.089355
	Iteration 2F: 3 clusters Score -1232858 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1233103.000000 Penalty: 4554.089355
	Iteration 3Q: 3 clusters Score -1233103 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1233363.875000 Penalty: 4554.089355
	Iteration 4Q: 3 clusters Score -1233364 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1233629.250000 Penalty: 4554.089355
	Iteration 5Q: 3 clusters Score -1233629 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1233883.750000 Penalty: 4554.089355
	Iteration 6Q: 3 clusters Score -1233884 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1234130.250000 Penalty: 4554.089355
	Iteration 7Q: 3 clusters Score -1234130 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1234344.500000 Penalty: 4554.089355
	Iteration 8Q: 3 clusters Score -1234344 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1234561.250000 Penalty: 4554.089355
	Iteration 9Q: 3 clusters Score -1234561 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1234767.250000 Penalty: 4554.089355
	Iteration 10Q: 3 clusters Score -1234767 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1234940.125000 Penalty: 4554.089355
	Iteration 11Q: 3 clusters Score -1234940 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1235088.000000 Penalty: 4554.089355
	Iteration 12Q: 3 clusters Score -1235088 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1235211.250000 Penalty: 4554.089355
	Iteration 13Q: 3 clusters Score -1235211 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1235306.500000 Penalty: 4554.089355
	Iteration 14Q: 3 clusters Score -1235306 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1235383.750000 Penalty: 4554.089355
	Iteration 15Q: 3 clusters Score -1235384 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1235445.625000 Penalty: 4554.089355
	Iteration 16Q: 3 clusters Score -1235446 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1235493.250000 Penalty: 4554.089355
	Iteration 17Q: 3 clusters Score -1235493 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1235536.000000 Penalty: 4554.089355
	Iteration 18Q: 3 clusters Score -1235536 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1235584.500000 Penalty: 4554.089355
	Iteration 19Q: 3 clusters Score -1235584 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1235619.375000 Penalty: 4554.089355
	Iteration 20F: 3 clusters Score -1235619 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1235657.375000 Penalty: 4554.089355
	Iteration 21Q: 3 clusters Score -1235657 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1235690.375000 Penalty: 4554.089355
	Iteration 22Q: 3 clusters Score -1235690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1235717.000000 Penalty: 4554.089355
	Iteration 23Q: 3 clusters Score -1235717 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1235742.250000 Penalty: 4554.089355
	Iteration 24Q: 3 clusters Score -1235742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1235757.375000 Penalty: 4554.089355
	Iteration 25Q: 3 clusters Score -1235757 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1235782.625000 Penalty: 4554.089355
	Iteration 26Q: 3 clusters Score -1235783 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1235810.250000 Penalty: 4554.089355
	Iteration 27Q: 3 clusters Score -1235810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1235832.125000 Penalty: 4554.089355
	Iteration 28Q: 3 clusters Score -1235832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1235849.750000 Penalty: 4554.089355
	Iteration 29Q: 3 clusters Score -1235850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1235862.875000 Penalty: 4554.089355
	Iteration 30Q: 3 clusters Score -1235863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1235872.000000 Penalty: 4554.089355
	Iteration 31Q: 3 clusters Score -1235872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1235881.375000 Penalty: 4554.089355
	Iteration 32Q: 3 clusters Score -1235881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1235888.125000 Penalty: 4554.089355
	Iteration 33Q: 3 clusters Score -1235888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1235892.000000 Penalty: 4554.089355
	Iteration 34Q: 3 clusters Score -1235892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1235897.750000 Penalty: 4554.089355
	Iteration 35Q: 3 clusters Score -1235898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1235902.875000 Penalty: 4554.089355
	Iteration 36Q: 3 clusters Score -1235903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1235903.500000 Penalty: 4554.089355
	Iteration 37Q: 3 clusters Score -1235904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1235908.625000 Penalty: 4554.089355
	Iteration 38Q: 3 clusters Score -1235909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1235909.750000 Penalty: 4554.089355
	Iteration 39Q: 3 clusters Score -1235910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1235915.375000 Penalty: 4554.089355
	Iteration 40F: 3 clusters Score -1235915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1235921.375000 Penalty: 4554.089355
	Iteration 41Q: 3 clusters Score -1235921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1235920.875000 Penalty: 4554.089355
	Iteration 42Q: 3 clusters Score -1235921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1235924.250000 Penalty: 4554.089355
	Iteration 43Q: 3 clusters Score -1235924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1235923.125000 Penalty: 4554.089355
	Iteration 44Q: 3 clusters Score -1235923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1235924.875000 Penalty: 4554.089355
	Iteration 45Q: 3 clusters Score -1235925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1235924.875000 Penalty: 4554.089355
	Iteration 46F: 3 clusters Score -1235925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -64602.300781 Penalty: 1558.927490
	Iteration 0F: 2 clusters Score -64602.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63114.707031 Penalty: 3117.854980
	Iteration 0F: 3 clusters Score -63114.71 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63332.558594 Penalty: 3117.854980
	Iteration 1F: 3 clusters Score -63332.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63407.691406 Penalty: 3117.854980
	Iteration 2Q: 3 clusters Score -63407.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63435.593750 Penalty: 3117.854980
	Iteration 3Q: 3 clusters Score -63435.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63458.773438 Penalty: 3117.854980
	Iteration 4Q: 3 clusters Score -63458.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63466.917969 Penalty: 3117.854980
	Iteration 5Q: 3 clusters Score -63466.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63485.253906 Penalty: 3117.854980
	Iteration 6Q: 3 clusters Score -63485.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63501.746094 Penalty: 3117.854980
	Iteration 7Q: 3 clusters Score -63501.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63530.335938 Penalty: 3117.854980
	Iteration 8Q: 3 clusters Score -63530.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63583.757812 Penalty: 3117.854980
	Iteration 9Q: 3 clusters Score -63583.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63659.570312 Penalty: 3117.854980
	Iteration 10Q: 3 clusters Score -63659.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63718.269531 Penalty: 3117.854980
	Iteration 11Q: 3 clusters Score -63718.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -63772.554688 Penalty: 3117.854980
	Iteration 12Q: 3 clusters Score -63772.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -63900.558594 Penalty: 3117.854980
	Iteration 13Q: 3 clusters Score -63900.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -64018.019531 Penalty: 3117.854980
	Iteration 14Q: 3 clusters Score -64018.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -64111.023438 Penalty: 3117.854980
	Iteration 15Q: 3 clusters Score -64111.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -64191.882812 Penalty: 3117.854980
	Iteration 16Q: 3 clusters Score -64191.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -64272.023438 Penalty: 3117.854980
	Iteration 17Q: 3 clusters Score -64272.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -64416.425781 Penalty: 3117.854980
	Iteration 18Q: 3 clusters Score -64416.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -64553.078125 Penalty: 3117.854980
	Iteration 19Q: 3 clusters Score -64553.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -64729.015625 Penalty: 3117.854980
	Iteration 20F: 3 clusters Score -64729.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -64948.359375 Penalty: 3117.854980
	Iteration 21Q: 3 clusters Score -64948.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -64991.597656 Penalty: 3117.854980
	Iteration 22Q: 3 clusters Score -64991.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -65040.371094 Penalty: 3117.854980
	Iteration 23Q: 3 clusters Score -65040.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65053.144531 Penalty: 3117.854980
	Iteration 24Q: 3 clusters Score -65053.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65053.144531 Penalty: 3117.854980
	Iteration 25F: 3 clusters Score -65053.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 21642 members 
Mstep: Class 4 contains 87252 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 986 members 
Mstep: Class 7 contains 31148 members 
Mstep: Class 8 contains 4716 members 
Mstep: Class 9 contains 159540 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26457 members 
Mstep: Class 12 contains 20151 members 
Mstep: Class 13 contains 165068 members 
Mstep: Class 14 contains 21693 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 64500 members 
Mstep: Class 18 contains 37221 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7320 members 
Mstep: Class 21 contains 3501 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5947 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7362 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 9717 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 469 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13831 members 
Mstep: Class 34 contains 6468 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10534 members 
Mstep: Class 37 contains 418 members 
Entering Unmasked Estep 
Score: -100901664.000000 Penalty: 124296.320312
Splitting cluster 30 changes total score from -100903032.000000 to -100901664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -57254.792969 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -57254.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55854.304688 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -55854.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56007.343750 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -56007.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -56061.390625 Penalty: 3050.698975
	Iteration 2Q: 3 clusters Score -56061.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56107.101562 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -56107.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56167.164062 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -56167.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56222.617188 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -56222.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56274.832031 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -56274.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56312.187500 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -56312.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56340.925781 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -56340.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56375.015625 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -56375.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56431.101562 Penalty: 3050.698975
	Iteration 10Q: 3 clusters Score -56431.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56498.246094 Penalty: 3050.698975
	Iteration 11Q: 3 clusters Score -56498.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56517.718750 Penalty: 3050.698975
	Iteration 12Q: 3 clusters Score -56517.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56517.718750 Penalty: 3050.698975
	Iteration 13F: 3 clusters Score -56517.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Entering Unmasked Estep 
Score: -198781.343750 Penalty: 1821.650513
	Iteration 0F: 2 clusters Score -198781.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -196483.078125 Penalty: 3643.301025
	Iteration 0F: 3 clusters Score -196483.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -196941.140625 Penalty: 3643.301025
	Iteration 1F: 3 clusters Score -196941.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -197063.078125 Penalty: 3643.301025
	Iteration 2F: 3 clusters Score -197063.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -197126.890625 Penalty: 3643.301025
	Iteration 3Q: 3 clusters Score -197126.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -197168.828125 Penalty: 3643.301025
	Iteration 4Q: 3 clusters Score -197168.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -197203.234375 Penalty: 3643.301025
	Iteration 5Q: 3 clusters Score -197203.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -197238.984375 Penalty: 3643.301025
	Iteration 6Q: 3 clusters Score -197239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -197266.406250 Penalty: 3643.301025
	Iteration 7Q: 3 clusters Score -197266.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -197288.109375 Penalty: 3643.301025
	Iteration 8Q: 3 clusters Score -197288.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -197309.218750 Penalty: 3643.301025
	Iteration 9Q: 3 clusters Score -197309.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -197337.359375 Penalty: 3643.301025
	Iteration 10Q: 3 clusters Score -197337.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -197370.703125 Penalty: 3643.301025
	Iteration 11Q: 3 clusters Score -197370.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -197415.562500 Penalty: 3643.301025
	Iteration 12Q: 3 clusters Score -197415.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -197439.156250 Penalty: 3643.301025
	Iteration 13Q: 3 clusters Score -197439.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -197457.265625 Penalty: 3643.301025
	Iteration 14Q: 3 clusters Score -197457.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -197472.015625 Penalty: 3643.301025
	Iteration 15Q: 3 clusters Score -197472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -197482.062500 Penalty: 3643.301025
	Iteration 16Q: 3 clusters Score -197482.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -197490.734375 Penalty: 3643.301025
	Iteration 17Q: 3 clusters Score -197490.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -197501.390625 Penalty: 3643.301025
	Iteration 18Q: 3 clusters Score -197501.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -197511.468750 Penalty: 3643.301025
	Iteration 19Q: 3 clusters Score -197511.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -197520.468750 Penalty: 3643.301025
	Iteration 20F: 3 clusters Score -197520.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -197541.109375 Penalty: 3643.301025
	Iteration 21Q: 3 clusters Score -197541.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -197551.406250 Penalty: 3643.301025
	Iteration 22Q: 3 clusters Score -197551.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -197570.140625 Penalty: 3643.301025
	Iteration 23Q: 3 clusters Score -197570.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -197578.609375 Penalty: 3643.301025
	Iteration 24Q: 3 clusters Score -197578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -197580.531250 Penalty: 3643.301025
	Iteration 25Q: 3 clusters Score -197580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -197582.703125 Penalty: 3643.301025
	Iteration 26Q: 3 clusters Score -197582.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -197584.921875 Penalty: 3643.301025
	Iteration 27Q: 3 clusters Score -197584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -197586.546875 Penalty: 3643.301025
	Iteration 28Q: 3 clusters Score -197586.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -197587.609375 Penalty: 3643.301025
	Iteration 29Q: 3 clusters Score -197587.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -197587.609375 Penalty: 3643.301025
	Iteration 30F: 3 clusters Score -197587.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Entering Unmasked Estep 
Score: -1887242.750000 Penalty: 2364.597656
	Iteration 0F: 2 clusters Score -1887243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1877189.750000 Penalty: 4729.195312
	Iteration 0F: 3 clusters Score -1877190 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1880370.875000 Penalty: 4729.195312
	Iteration 1F: 3 clusters Score -1880371 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1880782.625000 Penalty: 4729.195312
	Iteration 2F: 3 clusters Score -1880783 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1881120.250000 Penalty: 4729.195312
	Iteration 3F: 3 clusters Score -1881120 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1881410.750000 Penalty: 4729.195312
	Iteration 4Q: 3 clusters Score -1881411 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1881649.750000 Penalty: 4729.195312
	Iteration 5Q: 3 clusters Score -1881650 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1881826.250000 Penalty: 4729.195312
	Iteration 6Q: 3 clusters Score -1881826 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1881997.875000 Penalty: 4729.195312
	Iteration 7Q: 3 clusters Score -1881998 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1882147.500000 Penalty: 4729.195312
	Iteration 8Q: 3 clusters Score -1882148 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1882280.750000 Penalty: 4729.195312
	Iteration 9Q: 3 clusters Score -1882281 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1882401.875000 Penalty: 4729.195312
	Iteration 10Q: 3 clusters Score -1882402 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1882526.000000 Penalty: 4729.195312
	Iteration 11Q: 3 clusters Score -1882526 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1882630.625000 Penalty: 4729.195312
	Iteration 12Q: 3 clusters Score -1882631 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1882729.875000 Penalty: 4729.195312
	Iteration 13Q: 3 clusters Score -1882730 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1882819.000000 Penalty: 4729.195312
	Iteration 14Q: 3 clusters Score -1882819 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1882908.875000 Penalty: 4729.195312
	Iteration 15Q: 3 clusters Score -1882909 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1883003.750000 Penalty: 4729.195312
	Iteration 16Q: 3 clusters Score -1883004 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1883109.500000 Penalty: 4729.195312
	Iteration 17Q: 3 clusters Score -1883110 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1883219.125000 Penalty: 4729.195312
	Iteration 18Q: 3 clusters Score -1883219 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1883329.875000 Penalty: 4729.195312
	Iteration 19Q: 3 clusters Score -1883330 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1883468.000000 Penalty: 4729.195312
	Iteration 20F: 3 clusters Score -1883468 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1883628.500000 Penalty: 4729.195312
	Iteration 21Q: 3 clusters Score -1883628 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1883776.375000 Penalty: 4729.195312
	Iteration 22Q: 3 clusters Score -1883776 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1883890.125000 Penalty: 4729.195312
	Iteration 23Q: 3 clusters Score -1883890 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1884000.125000 Penalty: 4729.195312
	Iteration 24Q: 3 clusters Score -1884000 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1884095.125000 Penalty: 4729.195312
	Iteration 25Q: 3 clusters Score -1884095 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1884193.750000 Penalty: 4729.195312
	Iteration 26Q: 3 clusters Score -1884194 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1884280.000000 Penalty: 4729.195312
	Iteration 27Q: 3 clusters Score -1884280 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1884385.000000 Penalty: 4729.195312
	Iteration 28Q: 3 clusters Score -1884385 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1884469.250000 Penalty: 4729.195312
	Iteration 29Q: 3 clusters Score -1884469 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1884527.250000 Penalty: 4729.195312
	Iteration 30Q: 3 clusters Score -1884527 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1884600.000000 Penalty: 4729.195312
	Iteration 31Q: 3 clusters Score -1884600 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1884648.250000 Penalty: 4729.195312
	Iteration 32Q: 3 clusters Score -1884648 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1884700.125000 Penalty: 4729.195312
	Iteration 33Q: 3 clusters Score -1884700 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1884756.125000 Penalty: 4729.195312
	Iteration 34Q: 3 clusters Score -1884756 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1884816.750000 Penalty: 4729.195312
	Iteration 35Q: 3 clusters Score -1884817 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1884880.125000 Penalty: 4729.195312
	Iteration 36Q: 3 clusters Score -1884880 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1884934.375000 Penalty: 4729.195312
	Iteration 37Q: 3 clusters Score -1884934 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1885000.125000 Penalty: 4729.195312
	Iteration 38Q: 3 clusters Score -1885000 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1885056.125000 Penalty: 4729.195312
	Iteration 39Q: 3 clusters Score -1885056 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1885109.625000 Penalty: 4729.195312
	Iteration 40F: 3 clusters Score -1885110 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1885147.375000 Penalty: 4729.195312
	Iteration 41Q: 3 clusters Score -1885147 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1885176.375000 Penalty: 4729.195312
	Iteration 42Q: 3 clusters Score -1885176 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1885217.875000 Penalty: 4729.195312
	Iteration 43Q: 3 clusters Score -1885218 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1885248.250000 Penalty: 4729.195312
	Iteration 44Q: 3 clusters Score -1885248 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1885285.000000 Penalty: 4729.195312
	Iteration 45Q: 3 clusters Score -1885285 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1885320.250000 Penalty: 4729.195312
	Iteration 46Q: 3 clusters Score -1885320 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1885348.875000 Penalty: 4729.195312
	Iteration 47Q: 3 clusters Score -1885349 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1885371.250000 Penalty: 4729.195312
	Iteration 48Q: 3 clusters Score -1885371 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1885384.625000 Penalty: 4729.195312
	Iteration 49Q: 3 clusters Score -1885385 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1885402.750000 Penalty: 4729.195312
	Iteration 50Q: 3 clusters Score -1885403 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1885418.375000 Penalty: 4729.195312
	Iteration 51Q: 3 clusters Score -1885418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1885435.375000 Penalty: 4729.195312
	Iteration 52Q: 3 clusters Score -1885435 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1885448.250000 Penalty: 4729.195312
	Iteration 53Q: 3 clusters Score -1885448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1885461.000000 Penalty: 4729.195312
	Iteration 54Q: 3 clusters Score -1885461 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1885471.625000 Penalty: 4729.195312
	Iteration 55Q: 3 clusters Score -1885472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1885486.375000 Penalty: 4729.195312
	Iteration 56Q: 3 clusters Score -1885486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1885490.875000 Penalty: 4729.195312
	Iteration 57Q: 3 clusters Score -1885491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1885502.875000 Penalty: 4729.195312
	Iteration 58Q: 3 clusters Score -1885503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1885506.625000 Penalty: 4729.195312
	Iteration 59Q: 3 clusters Score -1885507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1885508.750000 Penalty: 4729.195312
	Iteration 60F: 3 clusters Score -1885509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1885513.125000 Penalty: 4729.195312
	Iteration 61Q: 3 clusters Score -1885513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1885516.125000 Penalty: 4729.195312
	Iteration 62Q: 3 clusters Score -1885516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1885524.500000 Penalty: 4729.195312
	Iteration 63Q: 3 clusters Score -1885524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1885532.125000 Penalty: 4729.195312
	Iteration 64Q: 3 clusters Score -1885532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1885546.375000 Penalty: 4729.195312
	Iteration 65Q: 3 clusters Score -1885546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1885546.000000 Penalty: 4729.195312
	Iteration 66Q: 3 clusters Score -1885546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1885553.375000 Penalty: 4729.195312
	Iteration 67Q: 3 clusters Score -1885553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1885560.750000 Penalty: 4729.195312
	Iteration 68Q: 3 clusters Score -1885561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1885569.250000 Penalty: 4729.195312
	Iteration 69Q: 3 clusters Score -1885569 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1885578.125000 Penalty: 4729.195312
	Iteration 70Q: 3 clusters Score -1885578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1885588.500000 Penalty: 4729.195312
	Iteration 71Q: 3 clusters Score -1885588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1885595.500000 Penalty: 4729.195312
	Iteration 72Q: 3 clusters Score -1885596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1885608.875000 Penalty: 4729.195312
	Iteration 73Q: 3 clusters Score -1885609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1885613.625000 Penalty: 4729.195312
	Iteration 74Q: 3 clusters Score -1885614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1885625.250000 Penalty: 4729.195312
	Iteration 75Q: 3 clusters Score -1885625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1885637.500000 Penalty: 4729.195312
	Iteration 76Q: 3 clusters Score -1885638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1885642.625000 Penalty: 4729.195312
	Iteration 77Q: 3 clusters Score -1885643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1885647.750000 Penalty: 4729.195312
	Iteration 78Q: 3 clusters Score -1885648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1885651.500000 Penalty: 4729.195312
	Iteration 79Q: 3 clusters Score -1885652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1885662.875000 Penalty: 4729.195312
	Iteration 80F: 3 clusters Score -1885663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1885664.625000 Penalty: 4729.195312
	Iteration 81Q: 3 clusters Score -1885665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1885670.875000 Penalty: 4729.195312
	Iteration 82Q: 3 clusters Score -1885671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1885686.875000 Penalty: 4729.195312
	Iteration 83Q: 3 clusters Score -1885687 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1885697.375000 Penalty: 4729.195312
	Iteration 84Q: 3 clusters Score -1885697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1885701.250000 Penalty: 4729.195312
	Iteration 85Q: 3 clusters Score -1885701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1885714.500000 Penalty: 4729.195312
	Iteration 86Q: 3 clusters Score -1885714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1885718.750000 Penalty: 4729.195312
	Iteration 87Q: 3 clusters Score -1885719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1885723.125000 Penalty: 4729.195312
	Iteration 88Q: 3 clusters Score -1885723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1885731.125000 Penalty: 4729.195312
	Iteration 89Q: 3 clusters Score -1885731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1885736.500000 Penalty: 4729.195312
	Iteration 90Q: 3 clusters Score -1885736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1885741.125000 Penalty: 4729.195312
	Iteration 91Q: 3 clusters Score -1885741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1885744.250000 Penalty: 4729.195312
	Iteration 92Q: 3 clusters Score -1885744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1885745.125000 Penalty: 4729.195312
	Iteration 93Q: 3 clusters Score -1885745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1885749.250000 Penalty: 4729.195312
	Iteration 94Q: 3 clusters Score -1885749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1885748.500000 Penalty: 4729.195312
	Iteration 95Q: 3 clusters Score -1885748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1885754.500000 Penalty: 4729.195312
	Iteration 96Q: 3 clusters Score -1885754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1885756.500000 Penalty: 4729.195312
	Iteration 97Q: 3 clusters Score -1885756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1885758.000000 Penalty: 4729.195312
	Iteration 98Q: 3 clusters Score -1885758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1885759.250000 Penalty: 4729.195312
	Iteration 99Q: 3 clusters Score -1885759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1885759.500000 Penalty: 4729.195312
	Iteration 100F: 3 clusters Score -1885760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Entering Unmasked Estep 
Score: -872363.250000 Penalty: 2176.106201
	Iteration 0F: 2 clusters Score -872363.2 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 3167 members 
Entering Unmasked Estep 
Score: -866903.625000 Penalty: 4352.212402
	Iteration 0F: 3 clusters Score -866903.6 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -868404.375000 Penalty: 4352.212402
	Iteration 1F: 3 clusters Score -868404.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -868658.125000 Penalty: 4352.212402
	Iteration 2F: 3 clusters Score -868658.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -868844.625000 Penalty: 4352.212402
	Iteration 3F: 3 clusters Score -868844.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -868988.500000 Penalty: 4352.212402
	Iteration 4Q: 3 clusters Score -868988.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -869114.000000 Penalty: 4352.212402
	Iteration 5Q: 3 clusters Score -869114 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -869252.250000 Penalty: 4352.212402
	Iteration 6Q: 3 clusters Score -869252.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -869388.062500 Penalty: 4352.212402
	Iteration 7Q: 3 clusters Score -869388.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -869560.750000 Penalty: 4352.212402
	Iteration 8Q: 3 clusters Score -869560.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -869753.812500 Penalty: 4352.212402
	Iteration 9Q: 3 clusters Score -869753.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -869917.187500 Penalty: 4352.212402
	Iteration 10Q: 3 clusters Score -869917.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -870044.437500 Penalty: 4352.212402
	Iteration 11Q: 3 clusters Score -870044.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -870158.000000 Penalty: 4352.212402
	Iteration 12Q: 3 clusters Score -870158 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -870235.062500 Penalty: 4352.212402
	Iteration 13Q: 3 clusters Score -870235.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -870290.187500 Penalty: 4352.212402
	Iteration 14Q: 3 clusters Score -870290.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -870341.937500 Penalty: 4352.212402
	Iteration 15Q: 3 clusters Score -870341.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -870381.000000 Penalty: 4352.212402
	Iteration 16Q: 3 clusters Score -870381 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -870421.687500 Penalty: 4352.212402
	Iteration 17Q: 3 clusters Score -870421.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -870454.500000 Penalty: 4352.212402
	Iteration 18Q: 3 clusters Score -870454.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -870487.750000 Penalty: 4352.212402
	Iteration 19Q: 3 clusters Score -870487.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -870511.937500 Penalty: 4352.212402
	Iteration 20F: 3 clusters Score -870511.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -870525.750000 Penalty: 4352.212402
	Iteration 21Q: 3 clusters Score -870525.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -870539.437500 Penalty: 4352.212402
	Iteration 22Q: 3 clusters Score -870539.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -870549.125000 Penalty: 4352.212402
	Iteration 23Q: 3 clusters Score -870549.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -870553.625000 Penalty: 4352.212402
	Iteration 24Q: 3 clusters Score -870553.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -870555.500000 Penalty: 4352.212402
	Iteration 25Q: 3 clusters Score -870555.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -870560.125000 Penalty: 4352.212402
	Iteration 26Q: 3 clusters Score -870560.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -870560.062500 Penalty: 4352.212402
	Iteration 27Q: 3 clusters Score -870560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -870561.312500 Penalty: 4352.212402
	Iteration 28Q: 3 clusters Score -870561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -870565.875000 Penalty: 4352.212402
	Iteration 29Q: 3 clusters Score -870565.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -870567.250000 Penalty: 4352.212402
	Iteration 30Q: 3 clusters Score -870567.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -870567.250000 Penalty: 4352.212402
	Iteration 31F: 3 clusters Score -870567.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -62991.328125 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -62991.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61416.492188 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -61416.49 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61689.976562 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -61689.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61817.121094 Penalty: 3112.281982
	Iteration 2F: 3 clusters Score -61817.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61902.125000 Penalty: 3112.281982
	Iteration 3F: 3 clusters Score -61902.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61986.960938 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -61986.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62149.238281 Penalty: 3112.281982
	Iteration 5F: 3 clusters Score -62149.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62309.859375 Penalty: 3112.281982
	Iteration 6Q: 3 clusters Score -62309.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -62457.406250 Penalty: 3112.281982
	Iteration 7Q: 3 clusters Score -62457.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -62733.175781 Penalty: 3112.281982
	Iteration 8Q: 3 clusters Score -62733.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -62920.398438 Penalty: 3112.281982
	Iteration 9Q: 3 clusters Score -62920.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -62951.187500 Penalty: 3112.281982
	Iteration 10Q: 3 clusters Score -62951.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -62972.722656 Penalty: 3112.281982
	Iteration 11Q: 3 clusters Score -62972.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62978.117188 Penalty: 3112.281982
	Iteration 12Q: 3 clusters Score -62978.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -62981.890625 Penalty: 3112.281982
	Iteration 13Q: 3 clusters Score -62981.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -62983.171875 Penalty: 3112.281982
	Iteration 14F: 3 clusters Score -62983.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -62987.812500 Penalty: 3112.281982
	Iteration 15Q: 3 clusters Score -62987.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63010.500000 Penalty: 3112.281982
	Iteration 16Q: 3 clusters Score -63010.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63027.597656 Penalty: 3112.281982
	Iteration 17Q: 3 clusters Score -63027.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63052.996094 Penalty: 3112.281982
	Iteration 18Q: 3 clusters Score -63053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63063.023438 Penalty: 3112.281982
	Iteration 19Q: 3 clusters Score -63063.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63063.023438 Penalty: 3112.281982
	Iteration 20F: 3 clusters Score -63063.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 21642 members 
Mstep: Class 4 contains 87252 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 986 members 
Mstep: Class 7 contains 31148 members 
Mstep: Class 8 contains 4716 members 
Mstep: Class 9 contains 159540 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26457 members 
Mstep: Class 12 contains 20151 members 
Mstep: Class 13 contains 165068 members 
Mstep: Class 14 contains 21693 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 64500 members 
Mstep: Class 18 contains 37221 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7320 members 
Mstep: Class 21 contains 3501 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5947 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7362 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 9717 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 469 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13831 members 
Mstep: Class 34 contains 6468 members 
Mstep: Class 35 contains 206 members 
Mstep: Class 36 contains 10534 members 
Mstep: Class 37 contains 325 members 
Entering Unmasked Estep 
Score: -100901416.000000 Penalty: 124296.320312
Splitting cluster 35 changes total score from -100903032.000000 to -100901416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (10534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Entering Unmasked Estep 
Score: -1303137.750000 Penalty: 2297.066162
	Iteration 0F: 2 clusters Score -1303138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1295186.875000 Penalty: 4594.132324
	Iteration 0F: 3 clusters Score -1295187 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1297731.000000 Penalty: 4594.132324
	Iteration 1F: 3 clusters Score -1297731 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1298253.250000 Penalty: 4594.132324
	Iteration 2F: 3 clusters Score -1298253 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1298670.000000 Penalty: 4594.132324
	Iteration 3F: 3 clusters Score -1298670 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1299007.625000 Penalty: 4594.132324
	Iteration 4F: 3 clusters Score -1299008 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1299306.500000 Penalty: 4594.132324
	Iteration 5Q: 3 clusters Score -1299306 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1299609.250000 Penalty: 4594.132324
	Iteration 6Q: 3 clusters Score -1299609 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1299895.000000 Penalty: 4594.132324
	Iteration 7Q: 3 clusters Score -1299895 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1300136.875000 Penalty: 4594.132324
	Iteration 8Q: 3 clusters Score -1300137 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1300309.375000 Penalty: 4594.132324
	Iteration 9Q: 3 clusters Score -1300309 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1300444.750000 Penalty: 4594.132324
	Iteration 10Q: 3 clusters Score -1300445 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1300548.375000 Penalty: 4594.132324
	Iteration 11Q: 3 clusters Score -1300548 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1300638.875000 Penalty: 4594.132324
	Iteration 12Q: 3 clusters Score -1300639 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1300716.750000 Penalty: 4594.132324
	Iteration 13Q: 3 clusters Score -1300717 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1300766.750000 Penalty: 4594.132324
	Iteration 14Q: 3 clusters Score -1300767 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1300831.250000 Penalty: 4594.132324
	Iteration 15Q: 3 clusters Score -1300831 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1300869.125000 Penalty: 4594.132324
	Iteration 16Q: 3 clusters Score -1300869 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1300895.875000 Penalty: 4594.132324
	Iteration 17Q: 3 clusters Score -1300896 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1300917.250000 Penalty: 4594.132324
	Iteration 18Q: 3 clusters Score -1300917 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1300948.625000 Penalty: 4594.132324
	Iteration 19Q: 3 clusters Score -1300949 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1300970.875000 Penalty: 4594.132324
	Iteration 20F: 3 clusters Score -1300971 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1301004.500000 Penalty: 4594.132324
	Iteration 21Q: 3 clusters Score -1301004 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1301026.750000 Penalty: 4594.132324
	Iteration 22Q: 3 clusters Score -1301027 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1301062.500000 Penalty: 4594.132324
	Iteration 23Q: 3 clusters Score -1301062 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1301094.500000 Penalty: 4594.132324
	Iteration 24Q: 3 clusters Score -1301094 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1301130.750000 Penalty: 4594.132324
	Iteration 25Q: 3 clusters Score -1301131 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1301159.250000 Penalty: 4594.132324
	Iteration 26Q: 3 clusters Score -1301159 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1301182.000000 Penalty: 4594.132324
	Iteration 27Q: 3 clusters Score -1301182 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1301202.625000 Penalty: 4594.132324
	Iteration 28Q: 3 clusters Score -1301203 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1301220.500000 Penalty: 4594.132324
	Iteration 29Q: 3 clusters Score -1301220 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1301239.375000 Penalty: 4594.132324
	Iteration 30Q: 3 clusters Score -1301239 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1301264.750000 Penalty: 4594.132324
	Iteration 31Q: 3 clusters Score -1301265 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1301285.000000 Penalty: 4594.132324
	Iteration 32Q: 3 clusters Score -1301285 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1301305.375000 Penalty: 4594.132324
	Iteration 33Q: 3 clusters Score -1301305 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1301329.625000 Penalty: 4594.132324
	Iteration 34Q: 3 clusters Score -1301330 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1301357.250000 Penalty: 4594.132324
	Iteration 35Q: 3 clusters Score -1301357 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1301378.500000 Penalty: 4594.132324
	Iteration 36Q: 3 clusters Score -1301378 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1301401.000000 Penalty: 4594.132324
	Iteration 37Q: 3 clusters Score -1301401 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1301416.125000 Penalty: 4594.132324
	Iteration 38Q: 3 clusters Score -1301416 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1301430.875000 Penalty: 4594.132324
	Iteration 39Q: 3 clusters Score -1301431 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1301441.750000 Penalty: 4594.132324
	Iteration 40F: 3 clusters Score -1301442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1301454.250000 Penalty: 4594.132324
	Iteration 41Q: 3 clusters Score -1301454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1301462.500000 Penalty: 4594.132324
	Iteration 42Q: 3 clusters Score -1301462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1301471.625000 Penalty: 4594.132324
	Iteration 43Q: 3 clusters Score -1301472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1301481.875000 Penalty: 4594.132324
	Iteration 44Q: 3 clusters Score -1301482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1301489.500000 Penalty: 4594.132324
	Iteration 45Q: 3 clusters Score -1301490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1301495.750000 Penalty: 4594.132324
	Iteration 46Q: 3 clusters Score -1301496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1301497.125000 Penalty: 4594.132324
	Iteration 47Q: 3 clusters Score -1301497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1301501.125000 Penalty: 4594.132324
	Iteration 48Q: 3 clusters Score -1301501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1301505.000000 Penalty: 4594.132324
	Iteration 49Q: 3 clusters Score -1301505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1301505.500000 Penalty: 4594.132324
	Iteration 50Q: 3 clusters Score -1301506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1301507.375000 Penalty: 4594.132324
	Iteration 51Q: 3 clusters Score -1301507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1301510.875000 Penalty: 4594.132324
	Iteration 52Q: 3 clusters Score -1301511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1301513.375000 Penalty: 4594.132324
	Iteration 53Q: 3 clusters Score -1301513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1301517.375000 Penalty: 4594.132324
	Iteration 54Q: 3 clusters Score -1301517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1301521.125000 Penalty: 4594.132324
	Iteration 55Q: 3 clusters Score -1301521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1301527.125000 Penalty: 4594.132324
	Iteration 56Q: 3 clusters Score -1301527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1301530.125000 Penalty: 4594.132324
	Iteration 57Q: 3 clusters Score -1301530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1301530.875000 Penalty: 4594.132324
	Iteration 58Q: 3 clusters Score -1301531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1301538.000000 Penalty: 4594.132324
	Iteration 59Q: 3 clusters Score -1301538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1301540.250000 Penalty: 4594.132324
	Iteration 60F: 3 clusters Score -1301540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1301542.875000 Penalty: 4594.132324
	Iteration 61Q: 3 clusters Score -1301543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1301542.750000 Penalty: 4594.132324
	Iteration 62Q: 3 clusters Score -1301543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1301545.625000 Penalty: 4594.132324
	Iteration 63Q: 3 clusters Score -1301546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1301545.750000 Penalty: 4594.132324
	Iteration 64Q: 3 clusters Score -1301546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1301546.750000 Penalty: 4594.132324
	Iteration 65Q: 3 clusters Score -1301547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1301547.125000 Penalty: 4594.132324
	Iteration 66Q: 3 clusters Score -1301547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1301552.500000 Penalty: 4594.132324
	Iteration 67Q: 3 clusters Score -1301552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1301559.375000 Penalty: 4594.132324
	Iteration 68Q: 3 clusters Score -1301559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1301567.500000 Penalty: 4594.132324
	Iteration 69Q: 3 clusters Score -1301568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1301568.250000 Penalty: 4594.132324
	Iteration 70Q: 3 clusters Score -1301568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1301572.875000 Penalty: 4594.132324
	Iteration 71Q: 3 clusters Score -1301573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1301576.500000 Penalty: 4594.132324
	Iteration 72Q: 3 clusters Score -1301576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1301579.875000 Penalty: 4594.132324
	Iteration 73Q: 3 clusters Score -1301580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1301586.125000 Penalty: 4594.132324
	Iteration 74Q: 3 clusters Score -1301586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1301591.375000 Penalty: 4594.132324
	Iteration 75Q: 3 clusters Score -1301591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1301595.750000 Penalty: 4594.132324
	Iteration 76Q: 3 clusters Score -1301596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1301597.625000 Penalty: 4594.132324
	Iteration 77Q: 3 clusters Score -1301598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1301601.375000 Penalty: 4594.132324
	Iteration 78Q: 3 clusters Score -1301601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1301605.625000 Penalty: 4594.132324
	Iteration 79Q: 3 clusters Score -1301606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1301604.250000 Penalty: 4594.132324
	Iteration 80F: 3 clusters Score -1301604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1301607.875000 Penalty: 4594.132324
	Iteration 81Q: 3 clusters Score -1301608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1301608.000000 Penalty: 4594.132324
	Iteration 82Q: 3 clusters Score -1301608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1301610.750000 Penalty: 4594.132324
	Iteration 83Q: 3 clusters Score -1301611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1301614.500000 Penalty: 4594.132324
	Iteration 84Q: 3 clusters Score -1301614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1301619.250000 Penalty: 4594.132324
	Iteration 85Q: 3 clusters Score -1301619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1301619.500000 Penalty: 4594.132324
	Iteration 86Q: 3 clusters Score -1301620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1301623.625000 Penalty: 4594.132324
	Iteration 87Q: 3 clusters Score -1301624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1301621.875000 Penalty: 4594.132324
	Iteration 88Q: 3 clusters Score -1301622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1301624.125000 Penalty: 4594.132324
	Iteration 89Q: 3 clusters Score -1301624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1301627.625000 Penalty: 4594.132324
	Iteration 90Q: 3 clusters Score -1301628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1301628.250000 Penalty: 4594.132324
	Iteration 91Q: 3 clusters Score -1301628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1301629.750000 Penalty: 4594.132324
	Iteration 92Q: 3 clusters Score -1301630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1301631.875000 Penalty: 4594.132324
	Iteration 93Q: 3 clusters Score -1301632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1301631.875000 Penalty: 4594.132324
	Iteration 94F: 3 clusters Score -1301632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 21642 members 
Mstep: Class 4 contains 87252 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 986 members 
Mstep: Class 7 contains 31148 members 
Mstep: Class 8 contains 4716 members 
Mstep: Class 9 contains 159540 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26457 members 
Mstep: Class 12 contains 20151 members 
Mstep: Class 13 contains 165068 members 
Mstep: Class 14 contains 21693 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 64500 members 
Mstep: Class 18 contains 37221 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7320 members 
Mstep: Class 21 contains 3501 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5947 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7362 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 9717 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 469 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13831 members 
Mstep: Class 34 contains 6468 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903136.000000 Penalty: 120936.960938
Iteration 119Q: 37 clusters Score -1.009031e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6726 members 
Mstep: Class 3 contains 21644 members 
Mstep: Class 4 contains 87250 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 986 members 
Mstep: Class 7 contains 31148 members 
Mstep: Class 8 contains 4716 members 
Mstep: Class 9 contains 159538 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26456 members 
Mstep: Class 12 contains 20156 members 
Mstep: Class 13 contains 165068 members 
Mstep: Class 14 contains 21693 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 64499 members 
Mstep: Class 18 contains 37220 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7319 members 
Mstep: Class 21 contains 3501 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5947 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7367 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4838 members 
Mstep: Class 29 contains 9717 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 469 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13835 members 
Mstep: Class 34 contains 6468 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903032.000000 Penalty: 120936.960938
Iteration 120F: 37 clusters Score -1.00903e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6726 members 
Mstep: Class 3 contains 21645 members 
Mstep: Class 4 contains 87249 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 981 members 
Mstep: Class 7 contains 31149 members 
Mstep: Class 8 contains 4716 members 
Mstep: Class 9 contains 159537 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26455 members 
Mstep: Class 12 contains 20155 members 
Mstep: Class 13 contains 165067 members 
Mstep: Class 14 contains 21694 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 17 contains 64501 members 
Mstep: Class 18 contains 37219 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7320 members 
Mstep: Class 21 contains 3501 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5940 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7370 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 9717 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 455 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13843 members 
Mstep: Class 34 contains 6468 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902960.000000 Penalty: 120936.960938
Iteration 121Q: 37 clusters Score -1.00903e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6726 members 
Mstep: Class 3 contains 21647 members 
Mstep: Class 4 contains 87247 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 982 members 
Mstep: Class 7 contains 31149 members 
Mstep: Class 8 contains 4716 members 
Mstep: Class 9 contains 159537 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26455 members 
Mstep: Class 12 contains 20155 members 
Mstep: Class 13 contains 165065 members 
Mstep: Class 14 contains 21696 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7387 members 
Mstep: Class 17 contains 64502 members 
Mstep: Class 18 contains 37218 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7320 members 
Mstep: Class 21 contains 3501 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5938 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7373 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 9718 members 
Mstep: Class 30 contains 537 members 
Mstep: Class 31 contains 440 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13846 members 
Mstep: Class 34 contains 6468 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903088.000000 Penalty: 120936.960938
Iteration 122Q: 37 clusters Score -1.009031e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 21650 members 
Mstep: Class 4 contains 87244 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 981 members 
Mstep: Class 7 contains 31149 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 159534 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26454 members 
Mstep: Class 12 contains 20159 members 
Mstep: Class 13 contains 165065 members 
Mstep: Class 14 contains 21698 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7385 members 
Mstep: Class 17 contains 64502 members 
Mstep: Class 18 contains 37218 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7320 members 
Mstep: Class 21 contains 3501 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 5936 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7375 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 9719 members 
Mstep: Class 30 contains 536 members 
Mstep: Class 31 contains 426 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13849 members 
Mstep: Class 34 contains 6468 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903184.000000 Penalty: 120936.960938
Iteration 123Q: 37 clusters Score -1.009032e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 21654 members 
Mstep: Class 4 contains 87242 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 976 members 
Mstep: Class 7 contains 31147 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 159535 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26453 members 
Mstep: Class 12 contains 20158 members 
Mstep: Class 13 contains 165063 members 
Mstep: Class 14 contains 21698 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 64502 members 
Mstep: Class 18 contains 37216 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7323 members 
Mstep: Class 21 contains 3501 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 5935 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 9721 members 
Mstep: Class 30 contains 536 members 
Mstep: Class 31 contains 417 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13853 members 
Mstep: Class 34 contains 6468 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903384.000000 Penalty: 120936.960938
Iteration 124Q: 37 clusters Score -1.009034e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6726 members 
Mstep: Class 3 contains 21655 members 
Mstep: Class 4 contains 87241 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 31147 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 159533 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26452 members 
Mstep: Class 12 contains 20155 members 
Mstep: Class 13 contains 165063 members 
Mstep: Class 14 contains 21698 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 64504 members 
Mstep: Class 18 contains 37216 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7326 members 
Mstep: Class 21 contains 3501 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 5934 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 536 members 
Mstep: Class 31 contains 415 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13854 members 
Mstep: Class 34 contains 6468 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903488.000000 Penalty: 120936.960938
Iteration 125Q: 37 clusters Score -1.009035e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6726 members 
Mstep: Class 3 contains 21656 members 
Mstep: Class 4 contains 87239 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 7 contains 31150 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 159534 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26452 members 
Mstep: Class 12 contains 20154 members 
Mstep: Class 13 contains 165061 members 
Mstep: Class 14 contains 21699 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 64504 members 
Mstep: Class 18 contains 37215 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7328 members 
Mstep: Class 21 contains 3500 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 5934 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 536 members 
Mstep: Class 31 contains 412 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13853 members 
Mstep: Class 34 contains 6468 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903616.000000 Penalty: 120936.960938
Iteration 126Q: 37 clusters Score -1.009036e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 21656 members 
Mstep: Class 4 contains 87236 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 956 members 
Mstep: Class 7 contains 31154 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 159532 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26452 members 
Mstep: Class 12 contains 20153 members 
Mstep: Class 13 contains 165060 members 
Mstep: Class 14 contains 21700 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 64504 members 
Mstep: Class 18 contains 37215 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7329 members 
Mstep: Class 21 contains 3500 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 5933 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 536 members 
Mstep: Class 31 contains 415 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13854 members 
Mstep: Class 34 contains 6468 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903744.000000 Penalty: 120936.960938
Iteration 127Q: 37 clusters Score -1.009037e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 21656 members 
Mstep: Class 4 contains 87234 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 956 members 
Mstep: Class 7 contains 31150 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 159533 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26453 members 
Mstep: Class 12 contains 20154 members 
Mstep: Class 13 contains 165058 members 
Mstep: Class 14 contains 21702 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 64504 members 
Mstep: Class 18 contains 37215 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7329 members 
Mstep: Class 21 contains 3500 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 5933 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 9724 members 
Mstep: Class 30 contains 535 members 
Mstep: Class 31 contains 416 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13855 members 
Mstep: Class 34 contains 6468 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903984.000000 Penalty: 120936.960938
Iteration 128Q: 37 clusters Score -1.00904e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6728 members 
Mstep: Class 3 contains 21656 members 
Mstep: Class 4 contains 87233 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 950 members 
Mstep: Class 7 contains 31151 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 159533 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26452 members 
Mstep: Class 12 contains 20156 members 
Mstep: Class 13 contains 165057 members 
Mstep: Class 14 contains 21703 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 64505 members 
Mstep: Class 18 contains 37215 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7329 members 
Mstep: Class 21 contains 3500 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 5930 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 9724 members 
Mstep: Class 30 contains 533 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13856 members 
Mstep: Class 34 contains 6468 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 10522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904008.000000 Penalty: 120936.960938
Iteration 129Q: 37 clusters Score -1.00904e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6728 members 
Mstep: Class 3 contains 21656 members 
Mstep: Class 4 contains 87231 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 31153 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 159535 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26452 members 
Mstep: Class 12 contains 20156 members 
Mstep: Class 13 contains 165057 members 
Mstep: Class 14 contains 21703 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 64505 members 
Mstep: Class 18 contains 37215 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7329 members 
Mstep: Class 21 contains 3500 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 5925 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 9724 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 423 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13859 members 
Mstep: Class 34 contains 6468 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 10522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904056.000000 Penalty: 120936.960938
Iteration 130Q: 37 clusters Score -1.009041e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 21656 members 
Mstep: Class 4 contains 87230 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 945 members 
Mstep: Class 7 contains 31157 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 159534 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26452 members 
Mstep: Class 12 contains 20157 members 
Mstep: Class 13 contains 165057 members 
Mstep: Class 14 contains 21704 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 64506 members 
Mstep: Class 18 contains 37215 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7329 members 
Mstep: Class 21 contains 3500 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 5920 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 9725 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13859 members 
Mstep: Class 34 contains 6468 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 10521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904032.000000 Penalty: 120936.960938
Iteration 131Q: 37 clusters Score -1.00904e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6726 members 
Mstep: Class 3 contains 21657 members 
Mstep: Class 4 contains 87230 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 944 members 
Mstep: Class 7 contains 31159 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 159535 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 20158 members 
Mstep: Class 13 contains 165056 members 
Mstep: Class 14 contains 21704 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 64504 members 
Mstep: Class 18 contains 37215 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7329 members 
Mstep: Class 21 contains 3500 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 5917 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 9726 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 426 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13860 members 
Mstep: Class 34 contains 6469 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 10521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904144.000000 Penalty: 120936.960938
Iteration 132Q: 37 clusters Score -1.009041e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 21658 members 
Mstep: Class 4 contains 87230 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 31162 members 
Mstep: Class 8 contains 4714 members 
Mstep: Class 9 contains 159538 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 20157 members 
Mstep: Class 13 contains 165056 members 
Mstep: Class 14 contains 21705 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 64503 members 
Mstep: Class 18 contains 37215 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7330 members 
Mstep: Class 21 contains 3500 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 5908 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 9726 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 427 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13861 members 
Mstep: Class 34 contains 6470 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 10521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904144.000000 Penalty: 120936.960938
Iteration 133Q: 37 clusters Score -1.009041e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 21660 members 
Mstep: Class 4 contains 87229 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 31174 members 
Mstep: Class 8 contains 4714 members 
Mstep: Class 9 contains 159536 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 20159 members 
Mstep: Class 13 contains 165055 members 
Mstep: Class 14 contains 21705 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 64503 members 
Mstep: Class 18 contains 37215 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7330 members 
Mstep: Class 21 contains 3499 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 5897 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 9726 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 427 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13863 members 
Mstep: Class 34 contains 6470 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 10521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904208.000000 Penalty: 120936.960938
Iteration 134Q: 37 clusters Score -1.009042e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 21661 members 
Mstep: Class 4 contains 87229 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 31193 members 
Mstep: Class 8 contains 4714 members 
Mstep: Class 9 contains 159527 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26450 members 
Mstep: Class 12 contains 20165 members 
Mstep: Class 13 contains 165056 members 
Mstep: Class 14 contains 21705 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 64504 members 
Mstep: Class 18 contains 37214 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7330 members 
Mstep: Class 21 contains 3499 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5883 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 9727 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 427 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13863 members 
Mstep: Class 34 contains 6471 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 10519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904136.000000 Penalty: 120936.960938
Iteration 135Q: 37 clusters Score -1.009041e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 21662 members 
Mstep: Class 4 contains 87228 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 31200 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 159526 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26450 members 
Mstep: Class 12 contains 20173 members 
Mstep: Class 13 contains 165057 members 
Mstep: Class 14 contains 21704 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 64506 members 
Mstep: Class 18 contains 37213 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7330 members 
Mstep: Class 21 contains 3499 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5866 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 9728 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 427 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13865 members 
Mstep: Class 34 contains 6471 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 10519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904072.000000 Penalty: 120936.960938
Iteration 136Q: 37 clusters Score -1.009041e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6726 members 
Mstep: Class 3 contains 21663 members 
Mstep: Class 4 contains 87227 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 31215 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 159522 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26450 members 
Mstep: Class 12 contains 20181 members 
Mstep: Class 13 contains 165058 members 
Mstep: Class 14 contains 21703 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 64507 members 
Mstep: Class 18 contains 37213 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7330 members 
Mstep: Class 21 contains 3499 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5847 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 9728 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 427 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13865 members 
Mstep: Class 34 contains 6471 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 10519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904104.000000 Penalty: 120936.960938
Iteration 137Q: 37 clusters Score -1.009041e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6726 members 
Mstep: Class 3 contains 21664 members 
Mstep: Class 4 contains 87226 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 31234 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 159513 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 20193 members 
Mstep: Class 13 contains 165054 members 
Mstep: Class 14 contains 21703 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 64510 members 
Mstep: Class 18 contains 37213 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7331 members 
Mstep: Class 21 contains 3499 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5822 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 9727 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 427 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13867 members 
Mstep: Class 34 contains 6472 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 10520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904128.000000 Penalty: 120936.960938
Iteration 138Q: 37 clusters Score -1.009041e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6726 members 
Mstep: Class 3 contains 21667 members 
Mstep: Class 4 contains 87225 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 31244 members 
Mstep: Class 8 contains 4713 members 
Mstep: Class 9 contains 159507 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 20200 members 
Mstep: Class 13 contains 165050 members 
Mstep: Class 14 contains 21703 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 64511 members 
Mstep: Class 18 contains 37213 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7331 members 
Mstep: Class 21 contains 3499 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5811 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 2099 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 9726 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 427 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13870 members 
Mstep: Class 34 contains 6473 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 10519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904120.000000 Penalty: 120936.960938
Iteration 139Q: 37 clusters Score -1.009041e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 21668 members 
Mstep: Class 4 contains 87224 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 31244 members 
Mstep: Class 8 contains 4712 members 
Mstep: Class 9 contains 159501 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 20205 members 
Mstep: Class 13 contains 165051 members 
Mstep: Class 14 contains 21703 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7382 members 
Mstep: Class 17 contains 64515 members 
Mstep: Class 18 contains 37213 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7331 members 
Mstep: Class 21 contains 3499 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5805 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 2099 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 9725 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 427 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13871 members 
Mstep: Class 34 contains 6474 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 10520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904136.000000 Penalty: 120936.960938
Iteration 140F: 37 clusters Score -1.009041e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6728 members 
Mstep: Class 3 contains 21667 members 
Mstep: Class 4 contains 87223 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 936 members 
Mstep: Class 7 contains 31245 members 
Mstep: Class 8 contains 4711 members 
Mstep: Class 9 contains 159500 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 20205 members 
Mstep: Class 13 contains 165049 members 
Mstep: Class 14 contains 21703 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7381 members 
Mstep: Class 17 contains 64516 members 
Mstep: Class 18 contains 37213 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7331 members 
Mstep: Class 21 contains 3499 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5802 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 2099 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 9728 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 434 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13872 members 
Mstep: Class 34 contains 6477 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 10520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904144.000000 Penalty: 120936.960938
Iteration 141Q: 37 clusters Score -1.009041e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6729 members 
Mstep: Class 3 contains 21668 members 
Mstep: Class 4 contains 87223 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 31248 members 
Mstep: Class 8 contains 4711 members 
Mstep: Class 9 contains 159493 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26450 members 
Mstep: Class 12 contains 20206 members 
Mstep: Class 13 contains 165049 members 
Mstep: Class 14 contains 21703 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7381 members 
Mstep: Class 17 contains 64516 members 
Mstep: Class 18 contains 37213 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7331 members 
Mstep: Class 21 contains 3499 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5799 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 2099 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 9730 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 447 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13873 members 
Mstep: Class 34 contains 6479 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 10520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904248.000000 Penalty: 120936.960938
Iteration 142Q: 37 clusters Score -1.009042e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6730 members 
Mstep: Class 3 contains 21668 members 
Mstep: Class 4 contains 87222 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 31247 members 
Mstep: Class 8 contains 4711 members 
Mstep: Class 9 contains 159490 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 20210 members 
Mstep: Class 13 contains 165046 members 
Mstep: Class 14 contains 21704 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7379 members 
Mstep: Class 17 contains 64516 members 
Mstep: Class 18 contains 37213 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7332 members 
Mstep: Class 21 contains 3498 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5795 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7377 members 
Mstep: Class 27 contains 2099 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 9731 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 472 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13876 members 
Mstep: Class 34 contains 6481 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 10520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904552.000000 Penalty: 120936.960938
Iteration 143Q: 37 clusters Score -1.009046e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6733 members 
Mstep: Class 3 contains 21668 members 
Mstep: Class 4 contains 87222 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 31247 members 
Mstep: Class 8 contains 4711 members 
Mstep: Class 9 contains 159487 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 20212 members 
Mstep: Class 13 contains 165045 members 
Mstep: Class 14 contains 21705 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7378 members 
Mstep: Class 17 contains 64515 members 
Mstep: Class 18 contains 37213 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7333 members 
Mstep: Class 21 contains 3497 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5788 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7377 members 
Mstep: Class 27 contains 2099 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 9732 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13880 members 
Mstep: Class 34 contains 6483 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 10519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904592.000000 Penalty: 120936.960938
Iteration 144Q: 37 clusters Score -1.009046e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 3 contains 21668 members 
Mstep: Class 4 contains 87222 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 31251 members 
Mstep: Class 8 contains 4711 members 
Mstep: Class 9 contains 159486 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 20213 members 
Mstep: Class 13 contains 165043 members 
Mstep: Class 14 contains 21707 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7379 members 
Mstep: Class 17 contains 64515 members 
Mstep: Class 18 contains 37213 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7333 members 
Mstep: Class 21 contains 3497 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5780 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7377 members 
Mstep: Class 27 contains 2100 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9732 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13885 members 
Mstep: Class 34 contains 6484 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 10519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904672.000000 Penalty: 120936.960938
Iteration 145Q: 37 clusters Score -1.009047e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6733 members 
Mstep: Class 3 contains 21670 members 
Mstep: Class 4 contains 87221 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 31251 members 
Mstep: Class 8 contains 4710 members 
Mstep: Class 9 contains 159486 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 20219 members 
Mstep: Class 13 contains 165038 members 
Mstep: Class 14 contains 21707 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 7380 members 
Mstep: Class 17 contains 64516 members 
Mstep: Class 18 contains 37213 members 
Mstep: Class 19 contains 11592 members 
Mstep: Class 20 contains 7333 members 
Mstep: Class 21 contains 3496 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5770 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7377 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 9732 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13892 members 
Mstep: Class 34 contains 6484 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 10519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904608.000000 Penalty: 120936.960938
Iteration 146Q: 37 clusters Score -1.009046e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6735 members 
Mstep: Class 3 contains 21670 members 
Mstep: Class 4 contains 87221 members 
Mstep: Class 5 contains 4224 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31252 members 
Mstep: Class 8 contains 4711 members 
Mstep: Class 9 contains 159484 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 20222 members 
Mstep: Class 13 contains 165037 members 
Mstep: Class 14 contains 21708 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 7379 members 
Mstep: Class 17 contains 64517 members 
Mstep: Class 18 contains 37213 members 
Mstep: Class 19 contains 11592 members 
Mstep: Class 20 contains 7333 members 
Mstep: Class 21 contains 3496 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5763 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7377 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 9731 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13896 members 
Mstep: Class 34 contains 6484 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904672.000000 Penalty: 120936.960938
Iteration 147Q: 37 clusters Score -1.009047e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6738 members 
Mstep: Class 3 contains 21670 members 
Mstep: Class 4 contains 87221 members 
Mstep: Class 5 contains 4223 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31253 members 
Mstep: Class 8 contains 4711 members 
Mstep: Class 9 contains 159485 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 20222 members 
Mstep: Class 13 contains 165033 members 
Mstep: Class 14 contains 21710 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 7378 members 
Mstep: Class 17 contains 64521 members 
Mstep: Class 18 contains 37213 members 
Mstep: Class 19 contains 11592 members 
Mstep: Class 20 contains 7333 members 
Mstep: Class 21 contains 3496 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5755 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7377 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 9732 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13898 members 
Mstep: Class 34 contains 6484 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904688.000000 Penalty: 120936.960938
Iteration 148Q: 37 clusters Score -1.009047e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6738 members 
Mstep: Class 3 contains 21669 members 
Mstep: Class 4 contains 87221 members 
Mstep: Class 5 contains 4223 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31254 members 
Mstep: Class 8 contains 4711 members 
Mstep: Class 9 contains 159486 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 20226 members 
Mstep: Class 13 contains 165032 members 
Mstep: Class 14 contains 21711 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 7378 members 
Mstep: Class 17 contains 64520 members 
Mstep: Class 18 contains 37213 members 
Mstep: Class 19 contains 11592 members 
Mstep: Class 20 contains 7333 members 
Mstep: Class 21 contains 3496 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5746 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7377 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 9734 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13901 members 
Mstep: Class 34 contains 6484 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904712.000000 Penalty: 120936.960938
Iteration 149Q: 37 clusters Score -1.009047e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6740 members 
Mstep: Class 3 contains 21670 members 
Mstep: Class 4 contains 87218 members 
Mstep: Class 5 contains 4224 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31256 members 
Mstep: Class 8 contains 4711 members 
Mstep: Class 9 contains 159480 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 20230 members 
Mstep: Class 13 contains 165030 members 
Mstep: Class 14 contains 21712 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 7377 members 
Mstep: Class 17 contains 64519 members 
Mstep: Class 18 contains 37213 members 
Mstep: Class 19 contains 11592 members 
Mstep: Class 20 contains 7333 members 
Mstep: Class 21 contains 3496 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5738 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7378 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 9737 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13906 members 
Mstep: Class 34 contains 6485 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904688.000000 Penalty: 120936.960938
Iteration 150Q: 37 clusters Score -1.009047e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 21671 members 
Mstep: Class 4 contains 87215 members 
Mstep: Class 5 contains 4224 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31247 members 
Mstep: Class 8 contains 4711 members 
Mstep: Class 9 contains 159479 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 20232 members 
Mstep: Class 13 contains 165024 members 
Mstep: Class 14 contains 21714 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 7374 members 
Mstep: Class 17 contains 64518 members 
Mstep: Class 18 contains 37214 members 
Mstep: Class 19 contains 11592 members 
Mstep: Class 20 contains 7333 members 
Mstep: Class 21 contains 3496 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5737 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7381 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 9739 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13917 members 
Mstep: Class 34 contains 6486 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904784.000000 Penalty: 120936.960938
Iteration 151Q: 37 clusters Score -1.009048e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 21673 members 
Mstep: Class 4 contains 87214 members 
Mstep: Class 5 contains 4225 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31245 members 
Mstep: Class 8 contains 4711 members 
Mstep: Class 9 contains 159479 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 20234 members 
Mstep: Class 13 contains 165023 members 
Mstep: Class 14 contains 21713 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 7369 members 
Mstep: Class 17 contains 64517 members 
Mstep: Class 18 contains 37213 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7333 members 
Mstep: Class 21 contains 3496 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5733 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7385 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 9741 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13924 members 
Mstep: Class 34 contains 6486 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904728.000000 Penalty: 120936.960938
Iteration 152Q: 37 clusters Score -1.009047e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 21677 members 
Mstep: Class 4 contains 87213 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31244 members 
Mstep: Class 8 contains 4710 members 
Mstep: Class 9 contains 159481 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 20233 members 
Mstep: Class 13 contains 165020 members 
Mstep: Class 14 contains 21713 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 7363 members 
Mstep: Class 17 contains 64517 members 
Mstep: Class 18 contains 37212 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7334 members 
Mstep: Class 21 contains 3497 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7392 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 9741 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13926 members 
Mstep: Class 34 contains 6486 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904744.000000 Penalty: 120936.960938
Iteration 153Q: 37 clusters Score -1.009047e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6742 members 
Mstep: Class 3 contains 21680 members 
Mstep: Class 4 contains 87212 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31243 members 
Mstep: Class 8 contains 4707 members 
Mstep: Class 9 contains 159481 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 20232 members 
Mstep: Class 13 contains 165018 members 
Mstep: Class 14 contains 21712 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 7362 members 
Mstep: Class 17 contains 64518 members 
Mstep: Class 18 contains 37210 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7334 members 
Mstep: Class 21 contains 3496 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5727 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7395 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 9744 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13930 members 
Mstep: Class 34 contains 6486 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904776.000000 Penalty: 120936.960938
Iteration 154Q: 37 clusters Score -1.009048e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 21683 members 
Mstep: Class 4 contains 87213 members 
Mstep: Class 5 contains 4225 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31236 members 
Mstep: Class 8 contains 4707 members 
Mstep: Class 9 contains 159480 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 20235 members 
Mstep: Class 13 contains 165016 members 
Mstep: Class 14 contains 21712 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7359 members 
Mstep: Class 17 contains 64516 members 
Mstep: Class 18 contains 37210 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7336 members 
Mstep: Class 21 contains 3497 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7397 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 9746 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13933 members 
Mstep: Class 34 contains 6486 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904696.000000 Penalty: 120936.960938
Iteration 155Q: 37 clusters Score -1.009047e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 21689 members 
Mstep: Class 4 contains 87213 members 
Mstep: Class 5 contains 4223 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31237 members 
Mstep: Class 8 contains 4708 members 
Mstep: Class 9 contains 159481 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 26450 members 
Mstep: Class 12 contains 20239 members 
Mstep: Class 13 contains 165016 members 
Mstep: Class 14 contains 21713 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7356 members 
Mstep: Class 17 contains 64514 members 
Mstep: Class 18 contains 37208 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7337 members 
Mstep: Class 21 contains 3495 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5728 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7401 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 9747 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13933 members 
Mstep: Class 34 contains 6486 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904712.000000 Penalty: 120936.960938
Iteration 156Q: 37 clusters Score -1.009047e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 21692 members 
Mstep: Class 4 contains 87211 members 
Mstep: Class 5 contains 4225 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31236 members 
Mstep: Class 8 contains 4709 members 
Mstep: Class 9 contains 159481 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26449 members 
Mstep: Class 12 contains 20245 members 
Mstep: Class 13 contains 165017 members 
Mstep: Class 14 contains 21714 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7355 members 
Mstep: Class 17 contains 64513 members 
Mstep: Class 18 contains 37207 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7337 members 
Mstep: Class 21 contains 3495 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5721 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7405 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 9747 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13932 members 
Mstep: Class 34 contains 6486 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904688.000000 Penalty: 120936.960938
Iteration 157Q: 37 clusters Score -1.009047e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 21695 members 
Mstep: Class 4 contains 87209 members 
Mstep: Class 5 contains 4225 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31231 members 
Mstep: Class 8 contains 4709 members 
Mstep: Class 9 contains 159483 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26449 members 
Mstep: Class 12 contains 20245 members 
Mstep: Class 13 contains 165017 members 
Mstep: Class 14 contains 21715 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7352 members 
Mstep: Class 17 contains 64512 members 
Mstep: Class 18 contains 37207 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7338 members 
Mstep: Class 21 contains 3493 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5721 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7409 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 9748 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13933 members 
Mstep: Class 34 contains 6487 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904712.000000 Penalty: 120936.960938
Iteration 158Q: 37 clusters Score -1.009047e+08 nChanged 47
Entering ConstructFrom: 
Score: -100904712.000000 Penalty: 120936.960938
Entering ConstructFrom: 
Trying to split cluster 1 (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: -80428.750000 Penalty: 1600.889282
	Iteration 0F: 2 clusters Score -80428.75 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 314 members 
Entering Unmasked Estep 
Score: -78811.203125 Penalty: 3201.778564
	Iteration 0F: 3 clusters Score -78811.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -79055.710938 Penalty: 3201.778564
	Iteration 1F: 3 clusters Score -79055.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -79125.414062 Penalty: 3201.778564
	Iteration 2F: 3 clusters Score -79125.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79159.718750 Penalty: 3201.778564
	Iteration 3Q: 3 clusters Score -79159.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79187.835938 Penalty: 3201.778564
	Iteration 4Q: 3 clusters Score -79187.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79222.632812 Penalty: 3201.778564
	Iteration 5Q: 3 clusters Score -79222.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79230.523438 Penalty: 3201.778564
	Iteration 6Q: 3 clusters Score -79230.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79245.601562 Penalty: 3201.778564
	Iteration 7Q: 3 clusters Score -79245.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79264.257812 Penalty: 3201.778564
	Iteration 8Q: 3 clusters Score -79264.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79272.039062 Penalty: 3201.778564
	Iteration 9Q: 3 clusters Score -79272.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79276.335938 Penalty: 3201.778564
	Iteration 10Q: 3 clusters Score -79276.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79276.789062 Penalty: 3201.778564
	Iteration 11Q: 3 clusters Score -79276.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79276.789062 Penalty: 3201.778564
	Iteration 12F: 3 clusters Score -79276.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Entering Unmasked Estep 
Score: -855503.375000 Penalty: 2186.358887
	Iteration 0F: 2 clusters Score -855503.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -849869.000000 Penalty: 4372.717773
	Iteration 0F: 3 clusters Score -849869 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -851418.875000 Penalty: 4372.717773
	Iteration 1F: 3 clusters Score -851418.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -851737.125000 Penalty: 4372.717773
	Iteration 2F: 3 clusters Score -851737.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -851990.312500 Penalty: 4372.717773
	Iteration 3F: 3 clusters Score -851990.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -852243.000000 Penalty: 4372.717773
	Iteration 4F: 3 clusters Score -852243 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -852530.875000 Penalty: 4372.717773
	Iteration 5F: 3 clusters Score -852530.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -852875.125000 Penalty: 4372.717773
	Iteration 6F: 3 clusters Score -852875.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -853184.812500 Penalty: 4372.717773
	Iteration 7F: 3 clusters Score -853184.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -853398.750000 Penalty: 4372.717773
	Iteration 8Q: 3 clusters Score -853398.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -853595.062500 Penalty: 4372.717773
	Iteration 9Q: 3 clusters Score -853595.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -853764.125000 Penalty: 4372.717773
	Iteration 10Q: 3 clusters Score -853764.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -853897.687500 Penalty: 4372.717773
	Iteration 11Q: 3 clusters Score -853897.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -853983.625000 Penalty: 4372.717773
	Iteration 12Q: 3 clusters Score -853983.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -854047.875000 Penalty: 4372.717773
	Iteration 13Q: 3 clusters Score -854047.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -854095.500000 Penalty: 4372.717773
	Iteration 14Q: 3 clusters Score -854095.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -854131.750000 Penalty: 4372.717773
	Iteration 15Q: 3 clusters Score -854131.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -854164.562500 Penalty: 4372.717773
	Iteration 16Q: 3 clusters Score -854164.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -854186.375000 Penalty: 4372.717773
	Iteration 17Q: 3 clusters Score -854186.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -854225.250000 Penalty: 4372.717773
	Iteration 18Q: 3 clusters Score -854225.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -854247.562500 Penalty: 4372.717773
	Iteration 19Q: 3 clusters Score -854247.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -854261.812500 Penalty: 4372.717773
	Iteration 20F: 3 clusters Score -854261.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -854269.312500 Penalty: 4372.717773
	Iteration 21Q: 3 clusters Score -854269.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -854276.125000 Penalty: 4372.717773
	Iteration 22Q: 3 clusters Score -854276.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -854283.062500 Penalty: 4372.717773
	Iteration 23Q: 3 clusters Score -854283.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -854286.000000 Penalty: 4372.717773
	Iteration 24Q: 3 clusters Score -854286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -854290.250000 Penalty: 4372.717773
	Iteration 25Q: 3 clusters Score -854290.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -854294.250000 Penalty: 4372.717773
	Iteration 26Q: 3 clusters Score -854294.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -854297.187500 Penalty: 4372.717773
	Iteration 27Q: 3 clusters Score -854297.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -854298.812500 Penalty: 4372.717773
	Iteration 28Q: 3 clusters Score -854298.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -854300.125000 Penalty: 4372.717773
	Iteration 29Q: 3 clusters Score -854300.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -854300.687500 Penalty: 4372.717773
	Iteration 30Q: 3 clusters Score -854300.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -854302.062500 Penalty: 4372.717773
	Iteration 31Q: 3 clusters Score -854302.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -854302.937500 Penalty: 4372.717773
	Iteration 32Q: 3 clusters Score -854302.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -854302.937500 Penalty: 4372.717773
	Iteration 33F: 3 clusters Score -854302.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Entering Unmasked Estep 
Score: -2853790.250000 Penalty: 2476.228027
	Iteration 0F: 2 clusters Score -2853790 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 10845 members 
Entering Unmasked Estep 
Score: -2838666.750000 Penalty: 4952.456055
	Iteration 0F: 3 clusters Score -2838667 nChanged 9631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2843790.250000 Penalty: 4952.456055
	Iteration 1F: 3 clusters Score -2843790 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2844317.250000 Penalty: 4952.456055
	Iteration 2F: 3 clusters Score -2844317 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2844775.750000 Penalty: 4952.456055
	Iteration 3F: 3 clusters Score -2844776 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2845152.750000 Penalty: 4952.456055
	Iteration 4Q: 3 clusters Score -2845153 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2845533.500000 Penalty: 4952.456055
	Iteration 5Q: 3 clusters Score -2845534 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2845956.500000 Penalty: 4952.456055
	Iteration 6Q: 3 clusters Score -2845956 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2846496.750000 Penalty: 4952.456055
	Iteration 7Q: 3 clusters Score -2846497 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2847137.750000 Penalty: 4952.456055
	Iteration 8F: 3 clusters Score -2847138 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2847780.000000 Penalty: 4952.456055
	Iteration 9F: 3 clusters Score -2847780 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2848380.500000 Penalty: 4952.456055
	Iteration 10Q: 3 clusters Score -2848380 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2848879.250000 Penalty: 4952.456055
	Iteration 11Q: 3 clusters Score -2848879 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2849242.000000 Penalty: 4952.456055
	Iteration 12Q: 3 clusters Score -2849242 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2849495.500000 Penalty: 4952.456055
	Iteration 13Q: 3 clusters Score -2849496 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2849705.500000 Penalty: 4952.456055
	Iteration 14Q: 3 clusters Score -2849706 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2849841.500000 Penalty: 4952.456055
	Iteration 15Q: 3 clusters Score -2849842 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2850014.750000 Penalty: 4952.456055
	Iteration 16Q: 3 clusters Score -2850015 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2850148.750000 Penalty: 4952.456055
	Iteration 17Q: 3 clusters Score -2850149 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2850272.250000 Penalty: 4952.456055
	Iteration 18Q: 3 clusters Score -2850272 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2850390.000000 Penalty: 4952.456055
	Iteration 19Q: 3 clusters Score -2850390 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2850481.000000 Penalty: 4952.456055
	Iteration 20F: 3 clusters Score -2850481 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2850600.250000 Penalty: 4952.456055
	Iteration 21Q: 3 clusters Score -2850600 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2850699.250000 Penalty: 4952.456055
	Iteration 22Q: 3 clusters Score -2850699 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2850790.250000 Penalty: 4952.456055
	Iteration 23Q: 3 clusters Score -2850790 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2850901.750000 Penalty: 4952.456055
	Iteration 24Q: 3 clusters Score -2850902 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2851020.000000 Penalty: 4952.456055
	Iteration 25Q: 3 clusters Score -2851020 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2851150.750000 Penalty: 4952.456055
	Iteration 26Q: 3 clusters Score -2851151 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2851300.250000 Penalty: 4952.456055
	Iteration 27Q: 3 clusters Score -2851300 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2851447.000000 Penalty: 4952.456055
	Iteration 28Q: 3 clusters Score -2851447 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2851606.250000 Penalty: 4952.456055
	Iteration 29Q: 3 clusters Score -2851606 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2851750.000000 Penalty: 4952.456055
	Iteration 30Q: 3 clusters Score -2851750 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2851840.250000 Penalty: 4952.456055
	Iteration 31Q: 3 clusters Score -2851840 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2851960.500000 Penalty: 4952.456055
	Iteration 32Q: 3 clusters Score -2851960 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2852052.250000 Penalty: 4952.456055
	Iteration 33Q: 3 clusters Score -2852052 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2852163.250000 Penalty: 4952.456055
	Iteration 34Q: 3 clusters Score -2852163 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2852264.000000 Penalty: 4952.456055
	Iteration 35Q: 3 clusters Score -2852264 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2852384.500000 Penalty: 4952.456055
	Iteration 36Q: 3 clusters Score -2852384 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2852490.000000 Penalty: 4952.456055
	Iteration 37Q: 3 clusters Score -2852490 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2852607.750000 Penalty: 4952.456055
	Iteration 38Q: 3 clusters Score -2852608 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2852677.750000 Penalty: 4952.456055
	Iteration 39Q: 3 clusters Score -2852678 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2852752.250000 Penalty: 4952.456055
	Iteration 40F: 3 clusters Score -2852752 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2852805.750000 Penalty: 4952.456055
	Iteration 41Q: 3 clusters Score -2852806 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2852859.500000 Penalty: 4952.456055
	Iteration 42Q: 3 clusters Score -2852860 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2852898.750000 Penalty: 4952.456055
	Iteration 43Q: 3 clusters Score -2852899 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2852940.000000 Penalty: 4952.456055
	Iteration 44Q: 3 clusters Score -2852940 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2852959.250000 Penalty: 4952.456055
	Iteration 45Q: 3 clusters Score -2852959 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2852983.500000 Penalty: 4952.456055
	Iteration 46Q: 3 clusters Score -2852984 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2853002.500000 Penalty: 4952.456055
	Iteration 47Q: 3 clusters Score -2853002 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2853024.750000 Penalty: 4952.456055
	Iteration 48Q: 3 clusters Score -2853025 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2853024.500000 Penalty: 4952.456055
	Iteration 49Q: 3 clusters Score -2853024 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2853025.250000 Penalty: 4952.456055
	Iteration 50Q: 3 clusters Score -2853025 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2853037.000000 Penalty: 4952.456055
	Iteration 51Q: 3 clusters Score -2853037 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2853040.000000 Penalty: 4952.456055
	Iteration 52Q: 3 clusters Score -2853040 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2853054.750000 Penalty: 4952.456055
	Iteration 53Q: 3 clusters Score -2853055 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2853063.500000 Penalty: 4952.456055
	Iteration 54Q: 3 clusters Score -2853064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2853080.250000 Penalty: 4952.456055
	Iteration 55Q: 3 clusters Score -2853080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2853090.500000 Penalty: 4952.456055
	Iteration 56Q: 3 clusters Score -2853090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2853093.500000 Penalty: 4952.456055
	Iteration 57Q: 3 clusters Score -2853094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2853101.750000 Penalty: 4952.456055
	Iteration 58Q: 3 clusters Score -2853102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2853101.250000 Penalty: 4952.456055
	Iteration 59Q: 3 clusters Score -2853101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2853105.500000 Penalty: 4952.456055
	Iteration 60F: 3 clusters Score -2853106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2853107.500000 Penalty: 4952.456055
	Iteration 61Q: 3 clusters Score -2853108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2853106.250000 Penalty: 4952.456055
	Iteration 62Q: 3 clusters Score -2853106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2853111.750000 Penalty: 4952.456055
	Iteration 63Q: 3 clusters Score -2853112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2853117.250000 Penalty: 4952.456055
	Iteration 64Q: 3 clusters Score -2853117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2853114.750000 Penalty: 4952.456055
	Iteration 65Q: 3 clusters Score -2853115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2853113.500000 Penalty: 4952.456055
	Iteration 66Q: 3 clusters Score -2853114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2853115.000000 Penalty: 4952.456055
	Iteration 67Q: 3 clusters Score -2853115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2853121.250000 Penalty: 4952.456055
	Iteration 68Q: 3 clusters Score -2853121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2853123.500000 Penalty: 4952.456055
	Iteration 69Q: 3 clusters Score -2853124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2853124.500000 Penalty: 4952.456055
	Iteration 70Q: 3 clusters Score -2853124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2853120.250000 Penalty: 4952.456055
	Iteration 71Q: 3 clusters Score -2853120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2853121.000000 Penalty: 4952.456055
	Iteration 72Q: 3 clusters Score -2853121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2853132.500000 Penalty: 4952.456055
	Iteration 73Q: 3 clusters Score -2853132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2853128.000000 Penalty: 4952.456055
	Iteration 74Q: 3 clusters Score -2853128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2853136.750000 Penalty: 4952.456055
	Iteration 75Q: 3 clusters Score -2853137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2853134.250000 Penalty: 4952.456055
	Iteration 76Q: 3 clusters Score -2853134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2853137.500000 Penalty: 4952.456055
	Iteration 77Q: 3 clusters Score -2853138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2853138.250000 Penalty: 4952.456055
	Iteration 78Q: 3 clusters Score -2853138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2853136.750000 Penalty: 4952.456055
	Iteration 79Q: 3 clusters Score -2853137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2853136.000000 Penalty: 4952.456055
	Iteration 80F: 3 clusters Score -2853136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2853134.000000 Penalty: 4952.456055
	Iteration 81Q: 3 clusters Score -2853134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2853135.000000 Penalty: 4952.456055
	Iteration 82Q: 3 clusters Score -2853135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2853137.000000 Penalty: 4952.456055
	Iteration 83Q: 3 clusters Score -2853137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2853133.750000 Penalty: 4952.456055
	Iteration 84Q: 3 clusters Score -2853134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2853131.500000 Penalty: 4952.456055
	Iteration 85Q: 3 clusters Score -2853132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2853130.750000 Penalty: 4952.456055
	Iteration 86Q: 3 clusters Score -2853131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2853130.750000 Penalty: 4952.456055
	Iteration 87Q: 3 clusters Score -2853131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2853130.750000 Penalty: 4952.456055
	Iteration 88F: 3 clusters Score -2853131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (87207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87207 members 
Entering Unmasked Estep 
Score: -11886584.000000 Penalty: 2821.257812
	Iteration 0F: 2 clusters Score -1.188658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -11828241.000000 Penalty: 5642.515625
	Iteration 0F: 3 clusters Score -1.182824e+07 nChanged 41210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -11851844.000000 Penalty: 5642.515625
	Iteration 1F: 3 clusters Score -1.185184e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -11852441.000000 Penalty: 5642.515625
	Iteration 2Q: 3 clusters Score -1.185244e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -11853360.000000 Penalty: 5642.515625
	Iteration 3Q: 3 clusters Score -1.185336e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -11854568.000000 Penalty: 5642.515625
	Iteration 4Q: 3 clusters Score -1.185457e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -11856261.000000 Penalty: 5642.515625
	Iteration 5Q: 3 clusters Score -1.185626e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -11858940.000000 Penalty: 5642.515625
	Iteration 6F: 3 clusters Score -1.185894e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -11862693.000000 Penalty: 5642.515625
	Iteration 7F: 3 clusters Score -1.186269e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66341 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -11867356.000000 Penalty: 5642.515625
	Iteration 8F: 3 clusters Score -1.186736e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -11872126.000000 Penalty: 5642.515625
	Iteration 9F: 3 clusters Score -1.187213e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76968 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -11876215.000000 Penalty: 5642.515625
	Iteration 10F: 3 clusters Score -1.187622e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -11879491.000000 Penalty: 5642.515625
	Iteration 11Q: 3 clusters Score -1.187949e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83084 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -11881436.000000 Penalty: 5642.515625
	Iteration 12Q: 3 clusters Score -1.188144e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84517 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -11882683.000000 Penalty: 5642.515625
	Iteration 13Q: 3 clusters Score -1.188268e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85292 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -11883429.000000 Penalty: 5642.515625
	Iteration 14Q: 3 clusters Score -1.188343e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85670 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -11883839.000000 Penalty: 5642.515625
	Iteration 15Q: 3 clusters Score -1.188384e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85858 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -11884101.000000 Penalty: 5642.515625
	Iteration 16Q: 3 clusters Score -1.18841e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85963 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -11884212.000000 Penalty: 5642.515625
	Iteration 17Q: 3 clusters Score -1.188421e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86021 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -11884290.000000 Penalty: 5642.515625
	Iteration 18Q: 3 clusters Score -1.188429e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86051 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -11884335.000000 Penalty: 5642.515625
	Iteration 19Q: 3 clusters Score -1.188434e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86081 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -11884358.000000 Penalty: 5642.515625
	Iteration 20F: 3 clusters Score -1.188436e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86098 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -11884378.000000 Penalty: 5642.515625
	Iteration 21Q: 3 clusters Score -1.188438e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86103 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -11884405.000000 Penalty: 5642.515625
	Iteration 22Q: 3 clusters Score -1.18844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86110 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -11884399.000000 Penalty: 5642.515625
	Iteration 23Q: 3 clusters Score -1.18844e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -11884407.000000 Penalty: 5642.515625
	Iteration 24Q: 3 clusters Score -1.188441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -11884406.000000 Penalty: 5642.515625
	Iteration 25Q: 3 clusters Score -1.188441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86129 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -11884421.000000 Penalty: 5642.515625
	Iteration 26Q: 3 clusters Score -1.188442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86127 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11884424.000000 Penalty: 5642.515625
	Iteration 27Q: 3 clusters Score -1.188442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86127 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11884424.000000 Penalty: 5642.515625
	Iteration 28F: 3 clusters Score -1.188442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Entering Unmasked Estep 
Score: -560406.250000 Penalty: 2070.554932
	Iteration 0F: 2 clusters Score -560406.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -556313.875000 Penalty: 4141.109863
	Iteration 0F: 3 clusters Score -556313.9 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -557195.500000 Penalty: 4141.109863
	Iteration 1F: 3 clusters Score -557195.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -557383.937500 Penalty: 4141.109863
	Iteration 2F: 3 clusters Score -557383.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -557511.250000 Penalty: 4141.109863
	Iteration 3F: 3 clusters Score -557511.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -557604.875000 Penalty: 4141.109863
	Iteration 4Q: 3 clusters Score -557604.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -557679.250000 Penalty: 4141.109863
	Iteration 5Q: 3 clusters Score -557679.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -557752.625000 Penalty: 4141.109863
	Iteration 6Q: 3 clusters Score -557752.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -557805.125000 Penalty: 4141.109863
	Iteration 7Q: 3 clusters Score -557805.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -557861.500000 Penalty: 4141.109863
	Iteration 8Q: 3 clusters Score -557861.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -557929.187500 Penalty: 4141.109863
	Iteration 9Q: 3 clusters Score -557929.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -558037.000000 Penalty: 4141.109863
	Iteration 10Q: 3 clusters Score -558037 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -558160.375000 Penalty: 4141.109863
	Iteration 11Q: 3 clusters Score -558160.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -558330.625000 Penalty: 4141.109863
	Iteration 12Q: 3 clusters Score -558330.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -558550.125000 Penalty: 4141.109863
	Iteration 13Q: 3 clusters Score -558550.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -558797.187500 Penalty: 4141.109863
	Iteration 14Q: 3 clusters Score -558797.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -559005.750000 Penalty: 4141.109863
	Iteration 15Q: 3 clusters Score -559005.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -559172.875000 Penalty: 4141.109863
	Iteration 16Q: 3 clusters Score -559172.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -559293.875000 Penalty: 4141.109863
	Iteration 17Q: 3 clusters Score -559293.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -559396.687500 Penalty: 4141.109863
	Iteration 18Q: 3 clusters Score -559396.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -559477.687500 Penalty: 4141.109863
	Iteration 19Q: 3 clusters Score -559477.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -559555.937500 Penalty: 4141.109863
	Iteration 20F: 3 clusters Score -559555.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -559618.875000 Penalty: 4141.109863
	Iteration 21Q: 3 clusters Score -559618.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -559657.812500 Penalty: 4141.109863
	Iteration 22Q: 3 clusters Score -559657.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -559679.937500 Penalty: 4141.109863
	Iteration 23Q: 3 clusters Score -559679.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -559693.375000 Penalty: 4141.109863
	Iteration 24Q: 3 clusters Score -559693.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -559708.000000 Penalty: 4141.109863
	Iteration 25Q: 3 clusters Score -559708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -559722.625000 Penalty: 4141.109863
	Iteration 26Q: 3 clusters Score -559722.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -559728.875000 Penalty: 4141.109863
	Iteration 27Q: 3 clusters Score -559728.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -559733.500000 Penalty: 4141.109863
	Iteration 28Q: 3 clusters Score -559733.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -559734.312500 Penalty: 4141.109863
	Iteration 29Q: 3 clusters Score -559734.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -559736.937500 Penalty: 4141.109863
	Iteration 30Q: 3 clusters Score -559736.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -559738.000000 Penalty: 4141.109863
	Iteration 31Q: 3 clusters Score -559738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -559737.750000 Penalty: 4141.109863
	Iteration 32Q: 3 clusters Score -559737.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -559737.750000 Penalty: 4141.109863
	Iteration 33F: 3 clusters Score -559737.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -113404.960938 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -113405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -111620.343750 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -111620.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -112043.781250 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -112043.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -112267.835938 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -112267.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -112428.570312 Penalty: 3371.778320
	Iteration 3F: 3 clusters Score -112428.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -112566.242188 Penalty: 3371.778320
	Iteration 4F: 3 clusters Score -112566.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -112676.578125 Penalty: 3371.778320
	Iteration 5F: 3 clusters Score -112676.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -112761.906250 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -112761.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -112826.546875 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -112826.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -112884.578125 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -112884.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -112955.445312 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -112955.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -112998.460938 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -112998.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -113034.515625 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -113034.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -113074.742188 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -113074.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -113111.929688 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -113111.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -113146.921875 Penalty: 3371.778320
	Iteration 14Q: 3 clusters Score -113146.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -113175.718750 Penalty: 3371.778320
	Iteration 15Q: 3 clusters Score -113175.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -113203.320312 Penalty: 3371.778320
	Iteration 16Q: 3 clusters Score -113203.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -113203.335938 Penalty: 3371.778320
	Iteration 17F: 3 clusters Score -113203.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -113246.070312 Penalty: 3371.778320
	Iteration 18Q: 3 clusters Score -113246.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -113257.882812 Penalty: 3371.778320
	Iteration 19Q: 3 clusters Score -113257.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -113271.968750 Penalty: 3371.778320
	Iteration 20F: 3 clusters Score -113272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -113285.445312 Penalty: 3371.778320
	Iteration 21Q: 3 clusters Score -113285.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -113334.234375 Penalty: 3371.778320
	Iteration 22Q: 3 clusters Score -113334.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -113418.140625 Penalty: 3371.778320
	Iteration 23Q: 3 clusters Score -113418.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -113559.835938 Penalty: 3371.778320
	Iteration 24Q: 3 clusters Score -113559.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -113697.781250 Penalty: 3371.778320
	Iteration 25Q: 3 clusters Score -113697.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -113778.476562 Penalty: 3371.778320
	Iteration 26Q: 3 clusters Score -113778.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -113784.843750 Penalty: 3371.778320
	Iteration 27Q: 3 clusters Score -113784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -113794.820312 Penalty: 3371.778320
	Iteration 28Q: 3 clusters Score -113794.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -113801.476562 Penalty: 3371.778320
	Iteration 29F: 3 clusters Score -113801.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -113838.085938 Penalty: 3371.778320
	Iteration 30Q: 3 clusters Score -113838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -113862.484375 Penalty: 3371.778320
	Iteration 31Q: 3 clusters Score -113862.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -113877.328125 Penalty: 3371.778320
	Iteration 32Q: 3 clusters Score -113877.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -113877.328125 Penalty: 3371.778320
	Iteration 33F: 3 clusters Score -113877.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 21694 members 
Mstep: Class 4 contains 87207 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 31232 members 
Mstep: Class 8 contains 4708 members 
Mstep: Class 9 contains 159479 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26449 members 
Mstep: Class 12 contains 20250 members 
Mstep: Class 13 contains 165016 members 
Mstep: Class 14 contains 21715 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7350 members 
Mstep: Class 17 contains 64509 members 
Mstep: Class 18 contains 37208 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7339 members 
Mstep: Class 21 contains 3493 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5719 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7416 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9748 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13932 members 
Mstep: Class 34 contains 6488 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10503 members 
Mstep: Class 37 contains 696 members 
Entering Unmasked Estep 
Score: -100903400.000000 Penalty: 124296.320312
Splitting cluster 6 changes total score from -100904712.000000 to -100903400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (31232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Entering Unmasked Estep 
Score: -3993554.000000 Penalty: 2566.601074
	Iteration 0F: 2 clusters Score -3993554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3972207.750000 Penalty: 5133.202148
	Iteration 0F: 3 clusters Score -3972208 nChanged 14145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -3980547.750000 Penalty: 5133.202148
	Iteration 1F: 3 clusters Score -3980548 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3981618.750000 Penalty: 5133.202148
	Iteration 2F: 3 clusters Score -3981619 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3982643.250000 Penalty: 5133.202148
	Iteration 3F: 3 clusters Score -3982643 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -3983588.500000 Penalty: 5133.202148
	Iteration 4F: 3 clusters Score -3983588 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -3984355.000000 Penalty: 5133.202148
	Iteration 5F: 3 clusters Score -3984355 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -3985012.750000 Penalty: 5133.202148
	Iteration 6Q: 3 clusters Score -3985013 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -3985581.250000 Penalty: 5133.202148
	Iteration 7Q: 3 clusters Score -3985581 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -3986112.750000 Penalty: 5133.202148
	Iteration 8Q: 3 clusters Score -3986113 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -3986645.750000 Penalty: 5133.202148
	Iteration 9Q: 3 clusters Score -3986646 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -3987178.500000 Penalty: 5133.202148
	Iteration 10Q: 3 clusters Score -3987178 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3987674.750000 Penalty: 5133.202148
	Iteration 11Q: 3 clusters Score -3987675 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3988126.000000 Penalty: 5133.202148
	Iteration 12Q: 3 clusters Score -3988126 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -3988483.250000 Penalty: 5133.202148
	Iteration 13Q: 3 clusters Score -3988483 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3988781.000000 Penalty: 5133.202148
	Iteration 14Q: 3 clusters Score -3988781 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -3988986.750000 Penalty: 5133.202148
	Iteration 15Q: 3 clusters Score -3988987 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -3989138.500000 Penalty: 5133.202148
	Iteration 16Q: 3 clusters Score -3989138 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3989290.500000 Penalty: 5133.202148
	Iteration 17Q: 3 clusters Score -3989290 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -3989440.500000 Penalty: 5133.202148
	Iteration 18Q: 3 clusters Score -3989440 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3989559.500000 Penalty: 5133.202148
	Iteration 19Q: 3 clusters Score -3989560 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3989668.500000 Penalty: 5133.202148
	Iteration 20F: 3 clusters Score -3989668 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -3989809.000000 Penalty: 5133.202148
	Iteration 21Q: 3 clusters Score -3989809 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3989940.500000 Penalty: 5133.202148
	Iteration 22Q: 3 clusters Score -3989940 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -3990049.750000 Penalty: 5133.202148
	Iteration 23Q: 3 clusters Score -3990050 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -3990193.500000 Penalty: 5133.202148
	Iteration 24Q: 3 clusters Score -3990194 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3990349.000000 Penalty: 5133.202148
	Iteration 25Q: 3 clusters Score -3990349 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -3990491.250000 Penalty: 5133.202148
	Iteration 26Q: 3 clusters Score -3990491 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -3990623.750000 Penalty: 5133.202148
	Iteration 27Q: 3 clusters Score -3990624 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -3990761.500000 Penalty: 5133.202148
	Iteration 28Q: 3 clusters Score -3990762 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3990853.250000 Penalty: 5133.202148
	Iteration 29Q: 3 clusters Score -3990853 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -3990951.750000 Penalty: 5133.202148
	Iteration 30Q: 3 clusters Score -3990952 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -3991032.250000 Penalty: 5133.202148
	Iteration 31Q: 3 clusters Score -3991032 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -3991110.250000 Penalty: 5133.202148
	Iteration 32Q: 3 clusters Score -3991110 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -3991189.750000 Penalty: 5133.202148
	Iteration 33Q: 3 clusters Score -3991190 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -3991270.500000 Penalty: 5133.202148
	Iteration 34Q: 3 clusters Score -3991270 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -3991348.500000 Penalty: 5133.202148
	Iteration 35Q: 3 clusters Score -3991348 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -3991407.500000 Penalty: 5133.202148
	Iteration 36Q: 3 clusters Score -3991408 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -3991476.500000 Penalty: 5133.202148
	Iteration 37Q: 3 clusters Score -3991476 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -3991530.500000 Penalty: 5133.202148
	Iteration 38Q: 3 clusters Score -3991530 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -3991573.250000 Penalty: 5133.202148
	Iteration 39Q: 3 clusters Score -3991573 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -3991610.000000 Penalty: 5133.202148
	Iteration 40F: 3 clusters Score -3991610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -3991631.000000 Penalty: 5133.202148
	Iteration 41Q: 3 clusters Score -3991631 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -3991654.250000 Penalty: 5133.202148
	Iteration 42Q: 3 clusters Score -3991654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -3991675.750000 Penalty: 5133.202148
	Iteration 43Q: 3 clusters Score -3991676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -3991691.500000 Penalty: 5133.202148
	Iteration 44Q: 3 clusters Score -3991692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -3991704.500000 Penalty: 5133.202148
	Iteration 45Q: 3 clusters Score -3991704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -3991717.250000 Penalty: 5133.202148
	Iteration 46Q: 3 clusters Score -3991717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -3991725.750000 Penalty: 5133.202148
	Iteration 47Q: 3 clusters Score -3991726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -3991725.000000 Penalty: 5133.202148
	Iteration 48Q: 3 clusters Score -3991725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -3991734.000000 Penalty: 5133.202148
	Iteration 49Q: 3 clusters Score -3991734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -3991745.000000 Penalty: 5133.202148
	Iteration 50Q: 3 clusters Score -3991745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -3991751.500000 Penalty: 5133.202148
	Iteration 51Q: 3 clusters Score -3991752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -3991750.250000 Penalty: 5133.202148
	Iteration 52Q: 3 clusters Score -3991750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -3991755.750000 Penalty: 5133.202148
	Iteration 53Q: 3 clusters Score -3991756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -3991758.500000 Penalty: 5133.202148
	Iteration 54Q: 3 clusters Score -3991758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -3991759.750000 Penalty: 5133.202148
	Iteration 55Q: 3 clusters Score -3991760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -3991757.750000 Penalty: 5133.202148
	Iteration 56Q: 3 clusters Score -3991758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -3991760.000000 Penalty: 5133.202148
	Iteration 57Q: 3 clusters Score -3991760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -3991760.750000 Penalty: 5133.202148
	Iteration 58Q: 3 clusters Score -3991761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -3991765.000000 Penalty: 5133.202148
	Iteration 59Q: 3 clusters Score -3991765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -3991767.500000 Penalty: 5133.202148
	Iteration 60F: 3 clusters Score -3991768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -3991773.750000 Penalty: 5133.202148
	Iteration 61Q: 3 clusters Score -3991774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -3991770.750000 Penalty: 5133.202148
	Iteration 62Q: 3 clusters Score -3991771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -3991768.500000 Penalty: 5133.202148
	Iteration 63Q: 3 clusters Score -3991768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -3991774.250000 Penalty: 5133.202148
	Iteration 64Q: 3 clusters Score -3991774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -3991776.000000 Penalty: 5133.202148
	Iteration 65Q: 3 clusters Score -3991776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -3991779.000000 Penalty: 5133.202148
	Iteration 66Q: 3 clusters Score -3991779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -3991779.000000 Penalty: 5133.202148
	Iteration 67F: 3 clusters Score -3991779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Entering Unmasked Estep 
Score: -551223.000000 Penalty: 2097.340576
	Iteration 0F: 2 clusters Score -551223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -546946.500000 Penalty: 4194.681152
	Iteration 0F: 3 clusters Score -546946.5 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -548220.187500 Penalty: 4194.681152
	Iteration 1F: 3 clusters Score -548220.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -548581.187500 Penalty: 4194.681152
	Iteration 2F: 3 clusters Score -548581.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -548839.125000 Penalty: 4194.681152
	Iteration 3F: 3 clusters Score -548839.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -549063.812500 Penalty: 4194.681152
	Iteration 4F: 3 clusters Score -549063.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -549261.312500 Penalty: 4194.681152
	Iteration 5Q: 3 clusters Score -549261.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -549457.875000 Penalty: 4194.681152
	Iteration 6Q: 3 clusters Score -549457.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -549632.687500 Penalty: 4194.681152
	Iteration 7Q: 3 clusters Score -549632.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -549757.687500 Penalty: 4194.681152
	Iteration 8Q: 3 clusters Score -549757.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -549836.562500 Penalty: 4194.681152
	Iteration 9Q: 3 clusters Score -549836.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -549897.875000 Penalty: 4194.681152
	Iteration 10Q: 3 clusters Score -549897.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -549946.875000 Penalty: 4194.681152
	Iteration 11Q: 3 clusters Score -549946.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -549982.875000 Penalty: 4194.681152
	Iteration 12Q: 3 clusters Score -549982.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -550008.437500 Penalty: 4194.681152
	Iteration 13Q: 3 clusters Score -550008.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -550036.562500 Penalty: 4194.681152
	Iteration 14Q: 3 clusters Score -550036.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -550063.812500 Penalty: 4194.681152
	Iteration 15Q: 3 clusters Score -550063.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -550091.750000 Penalty: 4194.681152
	Iteration 16Q: 3 clusters Score -550091.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -550118.625000 Penalty: 4194.681152
	Iteration 17Q: 3 clusters Score -550118.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -550135.000000 Penalty: 4194.681152
	Iteration 18Q: 3 clusters Score -550135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -550147.500000 Penalty: 4194.681152
	Iteration 19Q: 3 clusters Score -550147.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -550155.375000 Penalty: 4194.681152
	Iteration 20F: 3 clusters Score -550155.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -550161.375000 Penalty: 4194.681152
	Iteration 21Q: 3 clusters Score -550161.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -550168.250000 Penalty: 4194.681152
	Iteration 22Q: 3 clusters Score -550168.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -550182.750000 Penalty: 4194.681152
	Iteration 23Q: 3 clusters Score -550182.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -550191.812500 Penalty: 4194.681152
	Iteration 24Q: 3 clusters Score -550191.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -550203.562500 Penalty: 4194.681152
	Iteration 25Q: 3 clusters Score -550203.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -550217.250000 Penalty: 4194.681152
	Iteration 26Q: 3 clusters Score -550217.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -550234.062500 Penalty: 4194.681152
	Iteration 27Q: 3 clusters Score -550234.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -550253.875000 Penalty: 4194.681152
	Iteration 28Q: 3 clusters Score -550253.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -550269.437500 Penalty: 4194.681152
	Iteration 29Q: 3 clusters Score -550269.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -550284.250000 Penalty: 4194.681152
	Iteration 30Q: 3 clusters Score -550284.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -550294.562500 Penalty: 4194.681152
	Iteration 31Q: 3 clusters Score -550294.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -550301.437500 Penalty: 4194.681152
	Iteration 32Q: 3 clusters Score -550301.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -550308.500000 Penalty: 4194.681152
	Iteration 33Q: 3 clusters Score -550308.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -550315.812500 Penalty: 4194.681152
	Iteration 34Q: 3 clusters Score -550315.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -550321.000000 Penalty: 4194.681152
	Iteration 35Q: 3 clusters Score -550321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -550325.812500 Penalty: 4194.681152
	Iteration 36Q: 3 clusters Score -550325.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -550329.125000 Penalty: 4194.681152
	Iteration 37Q: 3 clusters Score -550329.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -550329.062500 Penalty: 4194.681152
	Iteration 38Q: 3 clusters Score -550329.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -550331.562500 Penalty: 4194.681152
	Iteration 39Q: 3 clusters Score -550331.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -550335.187500 Penalty: 4194.681152
	Iteration 40F: 3 clusters Score -550335.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -550344.312500 Penalty: 4194.681152
	Iteration 41Q: 3 clusters Score -550344.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -550353.000000 Penalty: 4194.681152
	Iteration 42Q: 3 clusters Score -550353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -550363.312500 Penalty: 4194.681152
	Iteration 43Q: 3 clusters Score -550363.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -550381.750000 Penalty: 4194.681152
	Iteration 44Q: 3 clusters Score -550381.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -550397.000000 Penalty: 4194.681152
	Iteration 45Q: 3 clusters Score -550397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -550405.562500 Penalty: 4194.681152
	Iteration 46Q: 3 clusters Score -550405.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -550409.687500 Penalty: 4194.681152
	Iteration 47Q: 3 clusters Score -550409.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -550412.437500 Penalty: 4194.681152
	Iteration 48Q: 3 clusters Score -550412.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -550415.750000 Penalty: 4194.681152
	Iteration 49Q: 3 clusters Score -550415.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -550416.750000 Penalty: 4194.681152
	Iteration 50Q: 3 clusters Score -550416.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -550419.125000 Penalty: 4194.681152
	Iteration 51Q: 3 clusters Score -550419.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -550420.625000 Penalty: 4194.681152
	Iteration 52Q: 3 clusters Score -550420.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -550423.375000 Penalty: 4194.681152
	Iteration 53Q: 3 clusters Score -550423.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -550425.812500 Penalty: 4194.681152
	Iteration 54Q: 3 clusters Score -550425.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -550431.375000 Penalty: 4194.681152
	Iteration 55Q: 3 clusters Score -550431.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -550437.187500 Penalty: 4194.681152
	Iteration 56Q: 3 clusters Score -550437.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -550446.875000 Penalty: 4194.681152
	Iteration 57Q: 3 clusters Score -550446.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -550458.375000 Penalty: 4194.681152
	Iteration 58Q: 3 clusters Score -550458.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -550463.687500 Penalty: 4194.681152
	Iteration 59Q: 3 clusters Score -550463.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -550470.937500 Penalty: 4194.681152
	Iteration 60F: 3 clusters Score -550470.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -550476.500000 Penalty: 4194.681152
	Iteration 61Q: 3 clusters Score -550476.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -550480.500000 Penalty: 4194.681152
	Iteration 62Q: 3 clusters Score -550480.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -550484.375000 Penalty: 4194.681152
	Iteration 63Q: 3 clusters Score -550484.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -550487.125000 Penalty: 4194.681152
	Iteration 64Q: 3 clusters Score -550487.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -550488.125000 Penalty: 4194.681152
	Iteration 65Q: 3 clusters Score -550488.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -550488.625000 Penalty: 4194.681152
	Iteration 66Q: 3 clusters Score -550488.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -550489.437500 Penalty: 4194.681152
	Iteration 67Q: 3 clusters Score -550489.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -550489.375000 Penalty: 4194.681152
	Iteration 68Q: 3 clusters Score -550489.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -550489.375000 Penalty: 4194.681152
	Iteration 69F: 3 clusters Score -550489.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (159479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159479 members 
Entering Unmasked Estep 
Score: -21830254.000000 Penalty: 2970.957520
	Iteration 0F: 2 clusters Score -2.183025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -21727444.000000 Penalty: 5941.915039
	Iteration 0F: 3 clusters Score -2.172744e+07 nChanged 76350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85951 members 
Mstep: Class 2 contains 73528 members 
Entering Unmasked Estep 
Score: -21772344.000000 Penalty: 5941.915039
	Iteration 1F: 3 clusters Score -2.177234e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89958 members 
Mstep: Class 2 contains 69521 members 
Entering Unmasked Estep 
Score: -21774920.000000 Penalty: 5941.915039
	Iteration 2Q: 3 clusters Score -2.177492e+07 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96011 members 
Mstep: Class 2 contains 63468 members 
Entering Unmasked Estep 
Score: -21779498.000000 Penalty: 5941.915039
	Iteration 3F: 3 clusters Score -2.17795e+07 nChanged 11072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104187 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -21786266.000000 Penalty: 5941.915039
	Iteration 4F: 3 clusters Score -2.178627e+07 nChanged 12269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113808 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -21794836.000000 Penalty: 5941.915039
	Iteration 5F: 3 clusters Score -2.179484e+07 nChanged 11889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123841 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -21803324.000000 Penalty: 5941.915039
	Iteration 6F: 3 clusters Score -2.180332e+07 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133002 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -21810296.000000 Penalty: 5941.915039
	Iteration 7F: 3 clusters Score -2.18103e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140620 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -21815502.000000 Penalty: 5941.915039
	Iteration 8Q: 3 clusters Score -2.18155e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146756 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -21819998.000000 Penalty: 5941.915039
	Iteration 9Q: 3 clusters Score -2.182e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151359 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -21823320.000000 Penalty: 5941.915039
	Iteration 10Q: 3 clusters Score -2.182332e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154439 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -21825404.000000 Penalty: 5941.915039
	Iteration 11Q: 3 clusters Score -2.18254e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156299 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -21826420.000000 Penalty: 5941.915039
	Iteration 12Q: 3 clusters Score -2.182642e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157381 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -21826990.000000 Penalty: 5941.915039
	Iteration 13Q: 3 clusters Score -2.182699e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157968 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -21827338.000000 Penalty: 5941.915039
	Iteration 14Q: 3 clusters Score -2.182734e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158298 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -21827576.000000 Penalty: 5941.915039
	Iteration 15Q: 3 clusters Score -2.182758e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158478 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -21827626.000000 Penalty: 5941.915039
	Iteration 16Q: 3 clusters Score -2.182763e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158564 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -21827688.000000 Penalty: 5941.915039
	Iteration 17Q: 3 clusters Score -2.182769e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158617 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -21827740.000000 Penalty: 5941.915039
	Iteration 18Q: 3 clusters Score -2.182774e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158653 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -21827718.000000 Penalty: 5941.915039
	Iteration 19Q: 3 clusters Score -2.182772e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158677 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -21827728.000000 Penalty: 5941.915039
	Iteration 20F: 3 clusters Score -2.182773e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158694 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -21827728.000000 Penalty: 5941.915039
	Iteration 21Q: 3 clusters Score -2.182773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158710 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -21827752.000000 Penalty: 5941.915039
	Iteration 22Q: 3 clusters Score -2.182775e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158729 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -21827772.000000 Penalty: 5941.915039
	Iteration 23Q: 3 clusters Score -2.182777e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158742 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -21827774.000000 Penalty: 5941.915039
	Iteration 24Q: 3 clusters Score -2.182777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158751 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -21827776.000000 Penalty: 5941.915039
	Iteration 25Q: 3 clusters Score -2.182778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158766 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -21827786.000000 Penalty: 5941.915039
	Iteration 26Q: 3 clusters Score -2.182779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158774 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -21827782.000000 Penalty: 5941.915039
	Iteration 27Q: 3 clusters Score -2.182778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158787 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -21827788.000000 Penalty: 5941.915039
	Iteration 28Q: 3 clusters Score -2.182779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158795 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -21827818.000000 Penalty: 5941.915039
	Iteration 29Q: 3 clusters Score -2.182782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158801 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -21827824.000000 Penalty: 5941.915039
	Iteration 30Q: 3 clusters Score -2.182782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158806 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -21827822.000000 Penalty: 5941.915039
	Iteration 31Q: 3 clusters Score -2.182782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158810 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -21827816.000000 Penalty: 5941.915039
	Iteration 32Q: 3 clusters Score -2.182782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158813 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -21827818.000000 Penalty: 5941.915039
	Iteration 33Q: 3 clusters Score -2.182782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158816 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -21827812.000000 Penalty: 5941.915039
	Iteration 34Q: 3 clusters Score -2.182781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158818 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -21827812.000000 Penalty: 5941.915039
	Iteration 35Q: 3 clusters Score -2.182781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158819 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -21827822.000000 Penalty: 5941.915039
	Iteration 36Q: 3 clusters Score -2.182782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158819 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -21827822.000000 Penalty: 5941.915039
	Iteration 37F: 3 clusters Score -2.182782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Entering Unmasked Estep 
Score: -525690.187500 Penalty: 2055.369385
	Iteration 0F: 2 clusters Score -525690.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -521791.406250 Penalty: 4110.738770
	Iteration 0F: 3 clusters Score -521791.4 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -522732.156250 Penalty: 4110.738770
	Iteration 1F: 3 clusters Score -522732.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -522971.593750 Penalty: 4110.738770
	Iteration 2F: 3 clusters Score -522971.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -523120.812500 Penalty: 4110.738770
	Iteration 3F: 3 clusters Score -523120.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -523237.531250 Penalty: 4110.738770
	Iteration 4Q: 3 clusters Score -523237.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -523336.500000 Penalty: 4110.738770
	Iteration 5Q: 3 clusters Score -523336.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -523416.500000 Penalty: 4110.738770
	Iteration 6Q: 3 clusters Score -523416.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -523477.656250 Penalty: 4110.738770
	Iteration 7Q: 3 clusters Score -523477.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -523514.781250 Penalty: 4110.738770
	Iteration 8Q: 3 clusters Score -523514.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -523542.750000 Penalty: 4110.738770
	Iteration 9Q: 3 clusters Score -523542.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -523568.750000 Penalty: 4110.738770
	Iteration 10Q: 3 clusters Score -523568.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -523590.718750 Penalty: 4110.738770
	Iteration 11Q: 3 clusters Score -523590.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -523610.531250 Penalty: 4110.738770
	Iteration 12Q: 3 clusters Score -523610.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -523632.875000 Penalty: 4110.738770
	Iteration 13Q: 3 clusters Score -523632.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -523661.468750 Penalty: 4110.738770
	Iteration 14Q: 3 clusters Score -523661.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -523691.593750 Penalty: 4110.738770
	Iteration 15Q: 3 clusters Score -523691.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -523712.062500 Penalty: 4110.738770
	Iteration 16Q: 3 clusters Score -523712.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -523725.000000 Penalty: 4110.738770
	Iteration 17Q: 3 clusters Score -523725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -523731.875000 Penalty: 4110.738770
	Iteration 18Q: 3 clusters Score -523731.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -523739.218750 Penalty: 4110.738770
	Iteration 19Q: 3 clusters Score -523739.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -523745.562500 Penalty: 4110.738770
	Iteration 20F: 3 clusters Score -523745.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -523753.468750 Penalty: 4110.738770
	Iteration 21Q: 3 clusters Score -523753.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -523757.281250 Penalty: 4110.738770
	Iteration 22Q: 3 clusters Score -523757.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -523764.500000 Penalty: 4110.738770
	Iteration 23Q: 3 clusters Score -523764.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -523772.718750 Penalty: 4110.738770
	Iteration 24Q: 3 clusters Score -523772.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -523783.437500 Penalty: 4110.738770
	Iteration 25Q: 3 clusters Score -523783.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -523795.593750 Penalty: 4110.738770
	Iteration 26Q: 3 clusters Score -523795.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -523809.375000 Penalty: 4110.738770
	Iteration 27Q: 3 clusters Score -523809.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -523819.968750 Penalty: 4110.738770
	Iteration 28Q: 3 clusters Score -523820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -523826.750000 Penalty: 4110.738770
	Iteration 29Q: 3 clusters Score -523826.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -523832.125000 Penalty: 4110.738770
	Iteration 30Q: 3 clusters Score -523832.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -523839.343750 Penalty: 4110.738770
	Iteration 31Q: 3 clusters Score -523839.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -523847.125000 Penalty: 4110.738770
	Iteration 32Q: 3 clusters Score -523847.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -523859.406250 Penalty: 4110.738770
	Iteration 33Q: 3 clusters Score -523859.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -523868.281250 Penalty: 4110.738770
	Iteration 34Q: 3 clusters Score -523868.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -523875.250000 Penalty: 4110.738770
	Iteration 35Q: 3 clusters Score -523875.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -523882.000000 Penalty: 4110.738770
	Iteration 36Q: 3 clusters Score -523882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -523885.187500 Penalty: 4110.738770
	Iteration 37Q: 3 clusters Score -523885.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -523889.187500 Penalty: 4110.738770
	Iteration 38Q: 3 clusters Score -523889.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -523893.937500 Penalty: 4110.738770
	Iteration 39Q: 3 clusters Score -523893.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -523901.281250 Penalty: 4110.738770
	Iteration 40F: 3 clusters Score -523901.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -523906.906250 Penalty: 4110.738770
	Iteration 41Q: 3 clusters Score -523906.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -523915.812500 Penalty: 4110.738770
	Iteration 42Q: 3 clusters Score -523915.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -523921.375000 Penalty: 4110.738770
	Iteration 43Q: 3 clusters Score -523921.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -523924.343750 Penalty: 4110.738770
	Iteration 44Q: 3 clusters Score -523924.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -523925.437500 Penalty: 4110.738770
	Iteration 45Q: 3 clusters Score -523925.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -523930.031250 Penalty: 4110.738770
	Iteration 46Q: 3 clusters Score -523930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -523932.593750 Penalty: 4110.738770
	Iteration 47Q: 3 clusters Score -523932.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -523934.875000 Penalty: 4110.738770
	Iteration 48Q: 3 clusters Score -523934.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -523938.093750 Penalty: 4110.738770
	Iteration 49Q: 3 clusters Score -523938.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -523939.937500 Penalty: 4110.738770
	Iteration 50Q: 3 clusters Score -523939.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -523940.343750 Penalty: 4110.738770
	Iteration 51Q: 3 clusters Score -523940.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -523942.718750 Penalty: 4110.738770
	Iteration 52Q: 3 clusters Score -523942.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -523944.656250 Penalty: 4110.738770
	Iteration 53Q: 3 clusters Score -523944.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -523945.437500 Penalty: 4110.738770
	Iteration 54Q: 3 clusters Score -523945.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -523947.937500 Penalty: 4110.738770
	Iteration 55Q: 3 clusters Score -523947.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -523951.500000 Penalty: 4110.738770
	Iteration 56Q: 3 clusters Score -523951.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -523954.031250 Penalty: 4110.738770
	Iteration 57Q: 3 clusters Score -523954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -523956.281250 Penalty: 4110.738770
	Iteration 58Q: 3 clusters Score -523956.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -523958.406250 Penalty: 4110.738770
	Iteration 59Q: 3 clusters Score -523958.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -523959.375000 Penalty: 4110.738770
	Iteration 60F: 3 clusters Score -523959.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -523961.875000 Penalty: 4110.738770
	Iteration 61Q: 3 clusters Score -523961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -523963.593750 Penalty: 4110.738770
	Iteration 62Q: 3 clusters Score -523963.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -523963.187500 Penalty: 4110.738770
	Iteration 63Q: 3 clusters Score -523963.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -523964.718750 Penalty: 4110.738770
	Iteration 64Q: 3 clusters Score -523964.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -523964.718750 Penalty: 4110.738770
	Iteration 65F: 3 clusters Score -523964.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Entering Unmasked Estep 
Score: -3575181.750000 Penalty: 2525.377441
	Iteration 0F: 2 clusters Score -3575182 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 13144 members 
Entering Unmasked Estep 
Score: -3556905.750000 Penalty: 5050.754883
	Iteration 0F: 3 clusters Score -3556906 nChanged 11890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3563325.750000 Penalty: 5050.754883
	Iteration 1F: 3 clusters Score -3563326 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -3563903.750000 Penalty: 5050.754883
	Iteration 2F: 3 clusters Score -3563904 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -3564588.500000 Penalty: 5050.754883
	Iteration 3F: 3 clusters Score -3564588 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -3565408.750000 Penalty: 5050.754883
	Iteration 4F: 3 clusters Score -3565409 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3566459.000000 Penalty: 5050.754883
	Iteration 5F: 3 clusters Score -3566459 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -3567696.000000 Penalty: 5050.754883
	Iteration 6F: 3 clusters Score -3567696 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -3568912.250000 Penalty: 5050.754883
	Iteration 7F: 3 clusters Score -3568912 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3570083.250000 Penalty: 5050.754883
	Iteration 8F: 3 clusters Score -3570083 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3571264.250000 Penalty: 5050.754883
	Iteration 9Q: 3 clusters Score -3571264 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3572317.500000 Penalty: 5050.754883
	Iteration 10Q: 3 clusters Score -3572318 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3572726.750000 Penalty: 5050.754883
	Iteration 11Q: 3 clusters Score -3572727 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3572863.500000 Penalty: 5050.754883
	Iteration 12Q: 3 clusters Score -3572864 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3572929.000000 Penalty: 5050.754883
	Iteration 13Q: 3 clusters Score -3572929 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3572952.500000 Penalty: 5050.754883
	Iteration 14Q: 3 clusters Score -3572952 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3572980.000000 Penalty: 5050.754883
	Iteration 15Q: 3 clusters Score -3572980 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3573013.000000 Penalty: 5050.754883
	Iteration 16Q: 3 clusters Score -3573013 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3573041.250000 Penalty: 5050.754883
	Iteration 17Q: 3 clusters Score -3573041 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3573054.000000 Penalty: 5050.754883
	Iteration 18Q: 3 clusters Score -3573054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3573069.500000 Penalty: 5050.754883
	Iteration 19Q: 3 clusters Score -3573070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3573088.250000 Penalty: 5050.754883
	Iteration 20F: 3 clusters Score -3573088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3573099.500000 Penalty: 5050.754883
	Iteration 21Q: 3 clusters Score -3573100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3573101.500000 Penalty: 5050.754883
	Iteration 22Q: 3 clusters Score -3573102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3573104.000000 Penalty: 5050.754883
	Iteration 23Q: 3 clusters Score -3573104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3573110.750000 Penalty: 5050.754883
	Iteration 24Q: 3 clusters Score -3573111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3573115.250000 Penalty: 5050.754883
	Iteration 25Q: 3 clusters Score -3573115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3573117.250000 Penalty: 5050.754883
	Iteration 26Q: 3 clusters Score -3573117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3573115.000000 Penalty: 5050.754883
	Iteration 27Q: 3 clusters Score -3573115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3573117.750000 Penalty: 5050.754883
	Iteration 28Q: 3 clusters Score -3573118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3573114.500000 Penalty: 5050.754883
	Iteration 29Q: 3 clusters Score -3573114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3573120.250000 Penalty: 5050.754883
	Iteration 30Q: 3 clusters Score -3573120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3573124.250000 Penalty: 5050.754883
	Iteration 31Q: 3 clusters Score -3573124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3573124.250000 Penalty: 5050.754883
	Iteration 32F: 3 clusters Score -3573124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Entering Unmasked Estep 
Score: -2597108.000000 Penalty: 2459.145508
	Iteration 0F: 2 clusters Score -2597108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2582843.250000 Penalty: 4918.291016
	Iteration 0F: 3 clusters Score -2582843 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2587822.000000 Penalty: 4918.291016
	Iteration 1F: 3 clusters Score -2587822 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2588514.500000 Penalty: 4918.291016
	Iteration 2F: 3 clusters Score -2588514 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2589254.000000 Penalty: 4918.291016
	Iteration 3F: 3 clusters Score -2589254 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2590031.500000 Penalty: 4918.291016
	Iteration 4F: 3 clusters Score -2590032 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2590854.250000 Penalty: 4918.291016
	Iteration 5F: 3 clusters Score -2590854 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2591669.000000 Penalty: 4918.291016
	Iteration 6F: 3 clusters Score -2591669 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2592398.250000 Penalty: 4918.291016
	Iteration 7Q: 3 clusters Score -2592398 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2593005.000000 Penalty: 4918.291016
	Iteration 8Q: 3 clusters Score -2593005 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2593493.250000 Penalty: 4918.291016
	Iteration 9Q: 3 clusters Score -2593493 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2593857.000000 Penalty: 4918.291016
	Iteration 10Q: 3 clusters Score -2593857 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2594094.750000 Penalty: 4918.291016
	Iteration 11Q: 3 clusters Score -2594095 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2594293.250000 Penalty: 4918.291016
	Iteration 12Q: 3 clusters Score -2594293 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2594438.750000 Penalty: 4918.291016
	Iteration 13Q: 3 clusters Score -2594439 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2594542.750000 Penalty: 4918.291016
	Iteration 14Q: 3 clusters Score -2594543 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2594627.250000 Penalty: 4918.291016
	Iteration 15Q: 3 clusters Score -2594627 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2594710.500000 Penalty: 4918.291016
	Iteration 16Q: 3 clusters Score -2594710 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2594771.750000 Penalty: 4918.291016
	Iteration 17Q: 3 clusters Score -2594772 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2594829.750000 Penalty: 4918.291016
	Iteration 18Q: 3 clusters Score -2594830 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2594917.250000 Penalty: 4918.291016
	Iteration 19Q: 3 clusters Score -2594917 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2595033.500000 Penalty: 4918.291016
	Iteration 20F: 3 clusters Score -2595034 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2595218.000000 Penalty: 4918.291016
	Iteration 21Q: 3 clusters Score -2595218 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2595451.000000 Penalty: 4918.291016
	Iteration 22Q: 3 clusters Score -2595451 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2595634.500000 Penalty: 4918.291016
	Iteration 23Q: 3 clusters Score -2595634 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2595774.250000 Penalty: 4918.291016
	Iteration 24Q: 3 clusters Score -2595774 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2595837.500000 Penalty: 4918.291016
	Iteration 25Q: 3 clusters Score -2595838 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2595903.000000 Penalty: 4918.291016
	Iteration 26Q: 3 clusters Score -2595903 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2595945.250000 Penalty: 4918.291016
	Iteration 27Q: 3 clusters Score -2595945 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2595984.500000 Penalty: 4918.291016
	Iteration 28Q: 3 clusters Score -2595984 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2596006.750000 Penalty: 4918.291016
	Iteration 29Q: 3 clusters Score -2596007 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2596027.500000 Penalty: 4918.291016
	Iteration 30Q: 3 clusters Score -2596028 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2596037.000000 Penalty: 4918.291016
	Iteration 31Q: 3 clusters Score -2596037 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2596051.750000 Penalty: 4918.291016
	Iteration 32Q: 3 clusters Score -2596052 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2596060.000000 Penalty: 4918.291016
	Iteration 33Q: 3 clusters Score -2596060 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2596062.750000 Penalty: 4918.291016
	Iteration 34Q: 3 clusters Score -2596063 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2596071.250000 Penalty: 4918.291016
	Iteration 35Q: 3 clusters Score -2596071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2596065.000000 Penalty: 4918.291016
	Iteration 36Q: 3 clusters Score -2596065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2596067.750000 Penalty: 4918.291016
	Iteration 37Q: 3 clusters Score -2596068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2596063.000000 Penalty: 4918.291016
	Iteration 38Q: 3 clusters Score -2596063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2596067.500000 Penalty: 4918.291016
	Iteration 39Q: 3 clusters Score -2596068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2596074.750000 Penalty: 4918.291016
	Iteration 40F: 3 clusters Score -2596075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2596078.750000 Penalty: 4918.291016
	Iteration 41Q: 3 clusters Score -2596079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2596085.500000 Penalty: 4918.291016
	Iteration 42Q: 3 clusters Score -2596086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2596088.000000 Penalty: 4918.291016
	Iteration 43Q: 3 clusters Score -2596088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2596090.000000 Penalty: 4918.291016
	Iteration 44Q: 3 clusters Score -2596090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2596085.250000 Penalty: 4918.291016
	Iteration 45Q: 3 clusters Score -2596085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2596094.750000 Penalty: 4918.291016
	Iteration 46Q: 3 clusters Score -2596095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2596094.000000 Penalty: 4918.291016
	Iteration 47Q: 3 clusters Score -2596094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2596100.500000 Penalty: 4918.291016
	Iteration 48Q: 3 clusters Score -2596100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2596104.000000 Penalty: 4918.291016
	Iteration 49Q: 3 clusters Score -2596104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2596106.000000 Penalty: 4918.291016
	Iteration 50Q: 3 clusters Score -2596106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2596109.500000 Penalty: 4918.291016
	Iteration 51Q: 3 clusters Score -2596110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2596111.250000 Penalty: 4918.291016
	Iteration 52Q: 3 clusters Score -2596111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2596110.250000 Penalty: 4918.291016
	Iteration 53Q: 3 clusters Score -2596110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2596110.250000 Penalty: 4918.291016
	Iteration 54Q: 3 clusters Score -2596110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2596103.750000 Penalty: 4918.291016
	Iteration 55Q: 3 clusters Score -2596104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2596115.750000 Penalty: 4918.291016
	Iteration 56Q: 3 clusters Score -2596116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2596116.750000 Penalty: 4918.291016
	Iteration 57Q: 3 clusters Score -2596117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2596117.000000 Penalty: 4918.291016
	Iteration 58Q: 3 clusters Score -2596117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2596114.000000 Penalty: 4918.291016
	Iteration 59Q: 3 clusters Score -2596114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2596109.250000 Penalty: 4918.291016
	Iteration 60F: 3 clusters Score -2596109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2596114.500000 Penalty: 4918.291016
	Iteration 61Q: 3 clusters Score -2596114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2596111.000000 Penalty: 4918.291016
	Iteration 62Q: 3 clusters Score -2596111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2596121.000000 Penalty: 4918.291016
	Iteration 63Q: 3 clusters Score -2596121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2596120.250000 Penalty: 4918.291016
	Iteration 64Q: 3 clusters Score -2596120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2596118.500000 Penalty: 4918.291016
	Iteration 65Q: 3 clusters Score -2596118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2596117.500000 Penalty: 4918.291016
	Iteration 66Q: 3 clusters Score -2596118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2596118.000000 Penalty: 4918.291016
	Iteration 67Q: 3 clusters Score -2596118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2596116.750000 Penalty: 4918.291016
	Iteration 68Q: 3 clusters Score -2596117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2596116.000000 Penalty: 4918.291016
	Iteration 69Q: 3 clusters Score -2596116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2596119.500000 Penalty: 4918.291016
	Iteration 70Q: 3 clusters Score -2596120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2596119.500000 Penalty: 4918.291016
	Iteration 71F: 3 clusters Score -2596120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (165016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165016 members 
Entering Unmasked Estep 
Score: -22564034.000000 Penalty: 2979.421875
	Iteration 0F: 2 clusters Score -2.256403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82709 members 
Mstep: Class 2 contains 82307 members 
Entering Unmasked Estep 
Score: -22453168.000000 Penalty: 5958.843750
	Iteration 0F: 3 clusters Score -2.245317e+07 nChanged 79170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86517 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -22499122.000000 Penalty: 5958.843750
	Iteration 1F: 3 clusters Score -2.249912e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89042 members 
Mstep: Class 2 contains 75974 members 
Entering Unmasked Estep 
Score: -22500358.000000 Penalty: 5958.843750
	Iteration 2Q: 3 clusters Score -2.250036e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92811 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -22502096.000000 Penalty: 5958.843750
	Iteration 3Q: 3 clusters Score -2.25021e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98517 members 
Mstep: Class 2 contains 66499 members 
Entering Unmasked Estep 
Score: -22504964.000000 Penalty: 5958.843750
	Iteration 4Q: 3 clusters Score -2.250496e+07 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106914 members 
Mstep: Class 2 contains 58102 members 
Entering Unmasked Estep 
Score: -22509904.000000 Penalty: 5958.843750
	Iteration 5F: 3 clusters Score -2.25099e+07 nChanged 11554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118262 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -22518256.000000 Penalty: 5958.843750
	Iteration 6F: 3 clusters Score -2.251826e+07 nChanged 13572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131780 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -22529792.000000 Penalty: 5958.843750
	Iteration 7F: 3 clusters Score -2.252979e+07 nChanged 13062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144834 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -22542376.000000 Penalty: 5958.843750
	Iteration 8F: 3 clusters Score -2.254238e+07 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154621 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -22551792.000000 Penalty: 5958.843750
	Iteration 9F: 3 clusters Score -2.255179e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160228 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -22557286.000000 Penalty: 5958.843750
	Iteration 10Q: 3 clusters Score -2.255729e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162869 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -22559724.000000 Penalty: 5958.843750
	Iteration 11Q: 3 clusters Score -2.255972e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163965 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -22560642.000000 Penalty: 5958.843750
	Iteration 12Q: 3 clusters Score -2.256064e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164338 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -22560948.000000 Penalty: 5958.843750
	Iteration 13Q: 3 clusters Score -2.256095e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164486 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -22561138.000000 Penalty: 5958.843750
	Iteration 14Q: 3 clusters Score -2.256114e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164566 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -22561256.000000 Penalty: 5958.843750
	Iteration 15Q: 3 clusters Score -2.256126e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164616 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -22561342.000000 Penalty: 5958.843750
	Iteration 16Q: 3 clusters Score -2.256134e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164638 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -22561384.000000 Penalty: 5958.843750
	Iteration 17Q: 3 clusters Score -2.256138e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164649 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -22561416.000000 Penalty: 5958.843750
	Iteration 18Q: 3 clusters Score -2.256142e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164656 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -22561436.000000 Penalty: 5958.843750
	Iteration 19Q: 3 clusters Score -2.256144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164663 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -22561460.000000 Penalty: 5958.843750
	Iteration 20F: 3 clusters Score -2.256146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164670 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -22561456.000000 Penalty: 5958.843750
	Iteration 21Q: 3 clusters Score -2.256146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164671 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -22561458.000000 Penalty: 5958.843750
	Iteration 22Q: 3 clusters Score -2.256146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164673 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -22561466.000000 Penalty: 5958.843750
	Iteration 23Q: 3 clusters Score -2.256147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164674 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -22561464.000000 Penalty: 5958.843750
	Iteration 24Q: 3 clusters Score -2.256146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164674 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -22561454.000000 Penalty: 5958.843750
	Iteration 25Q: 3 clusters Score -2.256145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164674 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -22561470.000000 Penalty: 5958.843750
	Iteration 26Q: 3 clusters Score -2.256147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164675 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -22561496.000000 Penalty: 5958.843750
	Iteration 27Q: 3 clusters Score -2.25615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164678 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -22561500.000000 Penalty: 5958.843750
	Iteration 28Q: 3 clusters Score -2.25615e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164678 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -22561500.000000 Penalty: 5958.843750
	Iteration 29F: 3 clusters Score -2.25615e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -2945781.750000 Penalty: 2476.468262
	Iteration 0F: 2 clusters Score -2945782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2930514.250000 Penalty: 4952.936523
	Iteration 0F: 3 clusters Score -2930514 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2935740.250000 Penalty: 4952.936523
	Iteration 1F: 3 clusters Score -2935740 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2936310.000000 Penalty: 4952.936523
	Iteration 2F: 3 clusters Score -2936310 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2937048.250000 Penalty: 4952.936523
	Iteration 3F: 3 clusters Score -2937048 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2938067.250000 Penalty: 4952.936523
	Iteration 4F: 3 clusters Score -2938067 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2939185.250000 Penalty: 4952.936523
	Iteration 5F: 3 clusters Score -2939185 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2940276.250000 Penalty: 4952.936523
	Iteration 6F: 3 clusters Score -2940276 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2941143.500000 Penalty: 4952.936523
	Iteration 7F: 3 clusters Score -2941144 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2941745.500000 Penalty: 4952.936523
	Iteration 8F: 3 clusters Score -2941746 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2942230.500000 Penalty: 4952.936523
	Iteration 9Q: 3 clusters Score -2942230 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2942617.000000 Penalty: 4952.936523
	Iteration 10Q: 3 clusters Score -2942617 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2942966.500000 Penalty: 4952.936523
	Iteration 11Q: 3 clusters Score -2942966 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2943340.250000 Penalty: 4952.936523
	Iteration 12Q: 3 clusters Score -2943340 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2943685.500000 Penalty: 4952.936523
	Iteration 13Q: 3 clusters Score -2943686 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2943986.500000 Penalty: 4952.936523
	Iteration 14Q: 3 clusters Score -2943986 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2944234.250000 Penalty: 4952.936523
	Iteration 15Q: 3 clusters Score -2944234 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2944488.750000 Penalty: 4952.936523
	Iteration 16Q: 3 clusters Score -2944489 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2944715.500000 Penalty: 4952.936523
	Iteration 17Q: 3 clusters Score -2944716 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2944877.750000 Penalty: 4952.936523
	Iteration 18Q: 3 clusters Score -2944878 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2945009.000000 Penalty: 4952.936523
	Iteration 19Q: 3 clusters Score -2945009 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2945139.000000 Penalty: 4952.936523
	Iteration 20F: 3 clusters Score -2945139 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2945278.500000 Penalty: 4952.936523
	Iteration 21Q: 3 clusters Score -2945278 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2945366.500000 Penalty: 4952.936523
	Iteration 22Q: 3 clusters Score -2945366 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2945424.500000 Penalty: 4952.936523
	Iteration 23Q: 3 clusters Score -2945424 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2945473.750000 Penalty: 4952.936523
	Iteration 24Q: 3 clusters Score -2945474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2945517.250000 Penalty: 4952.936523
	Iteration 25Q: 3 clusters Score -2945517 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2945531.500000 Penalty: 4952.936523
	Iteration 26Q: 3 clusters Score -2945532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2945535.750000 Penalty: 4952.936523
	Iteration 27Q: 3 clusters Score -2945536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2945541.500000 Penalty: 4952.936523
	Iteration 28Q: 3 clusters Score -2945542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2945541.750000 Penalty: 4952.936523
	Iteration 29Q: 3 clusters Score -2945542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2945545.000000 Penalty: 4952.936523
	Iteration 30Q: 3 clusters Score -2945545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2945550.250000 Penalty: 4952.936523
	Iteration 31Q: 3 clusters Score -2945550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2945558.750000 Penalty: 4952.936523
	Iteration 32Q: 3 clusters Score -2945559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2945560.000000 Penalty: 4952.936523
	Iteration 33Q: 3 clusters Score -2945560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2945560.750000 Penalty: 4952.936523
	Iteration 34Q: 3 clusters Score -2945561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2945558.000000 Penalty: 4952.936523
	Iteration 35Q: 3 clusters Score -2945558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2945558.750000 Penalty: 4952.936523
	Iteration 36Q: 3 clusters Score -2945559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2945561.500000 Penalty: 4952.936523
	Iteration 37Q: 3 clusters Score -2945562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2945560.500000 Penalty: 4952.936523
	Iteration 38Q: 3 clusters Score -2945560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2945560.500000 Penalty: 4952.936523
	Iteration 39F: 3 clusters Score -2945560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -56369.714844 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -56369.71 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 274 members 
Entering Unmasked Estep 
Score: -54884.097656 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -54884.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55386.410156 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -55386.41 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55510.835938 Penalty: 3132.417725
	Iteration 2F: 3 clusters Score -55510.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55566.175781 Penalty: 3132.417725
	Iteration 3Q: 3 clusters Score -55566.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -55602.441406 Penalty: 3132.417725
	Iteration 4Q: 3 clusters Score -55602.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55625.714844 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -55625.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -55640.144531 Penalty: 3132.417725
	Iteration 6Q: 3 clusters Score -55640.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -55663.320312 Penalty: 3132.417725
	Iteration 7Q: 3 clusters Score -55663.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55672.957031 Penalty: 3132.417725
	Iteration 8Q: 3 clusters Score -55672.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55680.675781 Penalty: 3132.417725
	Iteration 9Q: 3 clusters Score -55680.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -55690.066406 Penalty: 3132.417725
	Iteration 10Q: 3 clusters Score -55690.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -55715.039062 Penalty: 3132.417725
	Iteration 11Q: 3 clusters Score -55715.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -55741.300781 Penalty: 3132.417725
	Iteration 12Q: 3 clusters Score -55741.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -55756.562500 Penalty: 3132.417725
	Iteration 13Q: 3 clusters Score -55756.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -55760.320312 Penalty: 3132.417725
	Iteration 14Q: 3 clusters Score -55760.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -55765.597656 Penalty: 3132.417725
	Iteration 15Q: 3 clusters Score -55765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -55769.066406 Penalty: 3132.417725
	Iteration 16Q: 3 clusters Score -55769.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -55769.734375 Penalty: 3132.417725
	Iteration 17Q: 3 clusters Score -55769.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -55769.734375 Penalty: 3132.417725
	Iteration 18F: 3 clusters Score -55769.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Entering Unmasked Estep 
Score: -934970.875000 Penalty: 2207.808838
	Iteration 0F: 2 clusters Score -934970.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -929020.062500 Penalty: 4415.617676
	Iteration 0F: 3 clusters Score -929020.1 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -930788.125000 Penalty: 4415.617676
	Iteration 1F: 3 clusters Score -930788.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -931225.875000 Penalty: 4415.617676
	Iteration 2F: 3 clusters Score -931225.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -931536.187500 Penalty: 4415.617676
	Iteration 3F: 3 clusters Score -931536.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -931754.750000 Penalty: 4415.617676
	Iteration 4Q: 3 clusters Score -931754.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -931963.312500 Penalty: 4415.617676
	Iteration 5Q: 3 clusters Score -931963.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -932150.500000 Penalty: 4415.617676
	Iteration 6Q: 3 clusters Score -932150.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -932309.812500 Penalty: 4415.617676
	Iteration 7Q: 3 clusters Score -932309.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -932458.187500 Penalty: 4415.617676
	Iteration 8Q: 3 clusters Score -932458.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -932628.375000 Penalty: 4415.617676
	Iteration 9Q: 3 clusters Score -932628.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -932808.125000 Penalty: 4415.617676
	Iteration 10Q: 3 clusters Score -932808.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -933016.625000 Penalty: 4415.617676
	Iteration 11Q: 3 clusters Score -933016.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -933201.062500 Penalty: 4415.617676
	Iteration 12Q: 3 clusters Score -933201.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -933323.312500 Penalty: 4415.617676
	Iteration 13Q: 3 clusters Score -933323.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -933419.125000 Penalty: 4415.617676
	Iteration 14Q: 3 clusters Score -933419.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -933490.812500 Penalty: 4415.617676
	Iteration 15Q: 3 clusters Score -933490.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -933547.562500 Penalty: 4415.617676
	Iteration 16Q: 3 clusters Score -933547.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -933582.750000 Penalty: 4415.617676
	Iteration 17Q: 3 clusters Score -933582.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -933617.437500 Penalty: 4415.617676
	Iteration 18Q: 3 clusters Score -933617.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -933648.437500 Penalty: 4415.617676
	Iteration 19Q: 3 clusters Score -933648.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -933665.687500 Penalty: 4415.617676
	Iteration 20F: 3 clusters Score -933665.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -933681.687500 Penalty: 4415.617676
	Iteration 21Q: 3 clusters Score -933681.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -933693.375000 Penalty: 4415.617676
	Iteration 22Q: 3 clusters Score -933693.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -933704.062500 Penalty: 4415.617676
	Iteration 23Q: 3 clusters Score -933704.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -933713.562500 Penalty: 4415.617676
	Iteration 24Q: 3 clusters Score -933713.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -933719.062500 Penalty: 4415.617676
	Iteration 25Q: 3 clusters Score -933719.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -933728.625000 Penalty: 4415.617676
	Iteration 26Q: 3 clusters Score -933728.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -933734.062500 Penalty: 4415.617676
	Iteration 27Q: 3 clusters Score -933734.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -933736.250000 Penalty: 4415.617676
	Iteration 28Q: 3 clusters Score -933736.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -933741.312500 Penalty: 4415.617676
	Iteration 29Q: 3 clusters Score -933741.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -933744.875000 Penalty: 4415.617676
	Iteration 30Q: 3 clusters Score -933744.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -933748.812500 Penalty: 4415.617676
	Iteration 31Q: 3 clusters Score -933748.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -933750.750000 Penalty: 4415.617676
	Iteration 32Q: 3 clusters Score -933750.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -933751.750000 Penalty: 4415.617676
	Iteration 33Q: 3 clusters Score -933751.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -933751.187500 Penalty: 4415.617676
	Iteration 34Q: 3 clusters Score -933751.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -933751.312500 Penalty: 4415.617676
	Iteration 35Q: 3 clusters Score -933751.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -933752.375000 Penalty: 4415.617676
	Iteration 36Q: 3 clusters Score -933752.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -933752.375000 Penalty: 4415.617676
	Iteration 37F: 3 clusters Score -933752.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (64509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64509 members 
Entering Unmasked Estep 
Score: -8709984.000000 Penalty: 2746.490967
	Iteration 0F: 2 clusters Score -8709984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -8666660.000000 Penalty: 5492.981934
	Iteration 0F: 3 clusters Score -8666660 nChanged 30182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -8683556.000000 Penalty: 5492.981934
	Iteration 1F: 3 clusters Score -8683556 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -8684425.000000 Penalty: 5492.981934
	Iteration 2Q: 3 clusters Score -8684425 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -8685330.000000 Penalty: 5492.981934
	Iteration 3Q: 3 clusters Score -8685330 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -8686346.000000 Penalty: 5492.981934
	Iteration 4Q: 3 clusters Score -8686346 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -8687599.000000 Penalty: 5492.981934
	Iteration 5Q: 3 clusters Score -8687599 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -8689035.000000 Penalty: 5492.981934
	Iteration 6Q: 3 clusters Score -8689035 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -8690964.000000 Penalty: 5492.981934
	Iteration 7F: 3 clusters Score -8690964 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -8693456.000000 Penalty: 5492.981934
	Iteration 8F: 3 clusters Score -8693456 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -8696504.000000 Penalty: 5492.981934
	Iteration 9F: 3 clusters Score -8696504 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -8699677.000000 Penalty: 5492.981934
	Iteration 10F: 3 clusters Score -8699677 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 57450 members 
Entering Unmasked Estep 
Score: -8702467.000000 Penalty: 5492.981934
	Iteration 11F: 3 clusters Score -8702467 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 60051 members 
Entering Unmasked Estep 
Score: -8704648.000000 Penalty: 5492.981934
	Iteration 12Q: 3 clusters Score -8704648 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 61695 members 
Entering Unmasked Estep 
Score: -8705832.000000 Penalty: 5492.981934
	Iteration 13Q: 3 clusters Score -8705832 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -8706591.000000 Penalty: 5492.981934
	Iteration 14Q: 3 clusters Score -8706591 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 63227 members 
Entering Unmasked Estep 
Score: -8707009.000000 Penalty: 5492.981934
	Iteration 15Q: 3 clusters Score -8707009 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -8707220.000000 Penalty: 5492.981934
	Iteration 16Q: 3 clusters Score -8707220 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 63673 members 
Entering Unmasked Estep 
Score: -8707350.000000 Penalty: 5492.981934
	Iteration 17Q: 3 clusters Score -8707350 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
Score: -8707418.000000 Penalty: 5492.981934
	Iteration 18Q: 3 clusters Score -8707418 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -8707471.000000 Penalty: 5492.981934
	Iteration 19Q: 3 clusters Score -8707471 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 63848 members 
Entering Unmasked Estep 
Score: -8707490.000000 Penalty: 5492.981934
	Iteration 20F: 3 clusters Score -8707490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 63875 members 
Entering Unmasked Estep 
Score: -8707506.000000 Penalty: 5492.981934
	Iteration 21Q: 3 clusters Score -8707506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 63899 members 
Entering Unmasked Estep 
Score: -8707521.000000 Penalty: 5492.981934
	Iteration 22Q: 3 clusters Score -8707521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 63919 members 
Entering Unmasked Estep 
Score: -8707544.000000 Penalty: 5492.981934
	Iteration 23Q: 3 clusters Score -8707544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -8707568.000000 Penalty: 5492.981934
	Iteration 24Q: 3 clusters Score -8707568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -8707591.000000 Penalty: 5492.981934
	Iteration 25Q: 3 clusters Score -8707591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 63961 members 
Entering Unmasked Estep 
Score: -8707613.000000 Penalty: 5492.981934
	Iteration 26Q: 3 clusters Score -8707613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -8707640.000000 Penalty: 5492.981934
	Iteration 27Q: 3 clusters Score -8707640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -8707655.000000 Penalty: 5492.981934
	Iteration 28Q: 3 clusters Score -8707655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 64011 members 
Entering Unmasked Estep 
Score: -8707674.000000 Penalty: 5492.981934
	Iteration 29Q: 3 clusters Score -8707674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -8707679.000000 Penalty: 5492.981934
	Iteration 30Q: 3 clusters Score -8707679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 64022 members 
Entering Unmasked Estep 
Score: -8707678.000000 Penalty: 5492.981934
	Iteration 31Q: 3 clusters Score -8707678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 64027 members 
Entering Unmasked Estep 
Score: -8707684.000000 Penalty: 5492.981934
	Iteration 32Q: 3 clusters Score -8707684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 64031 members 
Entering Unmasked Estep 
Score: -8707689.000000 Penalty: 5492.981934
	Iteration 33Q: 3 clusters Score -8707689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -8707699.000000 Penalty: 5492.981934
	Iteration 34Q: 3 clusters Score -8707699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -8707692.000000 Penalty: 5492.981934
	Iteration 35Q: 3 clusters Score -8707692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -8707700.000000 Penalty: 5492.981934
	Iteration 36Q: 3 clusters Score -8707700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -8707700.000000 Penalty: 5492.981934
	Iteration 37F: 3 clusters Score -8707700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Entering Unmasked Estep 
Score: -5177490.500000 Penalty: 2610.020996
	Iteration 0F: 2 clusters Score -5177490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -5152219.000000 Penalty: 5220.041992
	Iteration 0F: 3 clusters Score -5152219 nChanged 16897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -5161298.500000 Penalty: 5220.041992
	Iteration 1F: 3 clusters Score -5161298 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -5161779.000000 Penalty: 5220.041992
	Iteration 2Q: 3 clusters Score -5161779 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -5162332.500000 Penalty: 5220.041992
	Iteration 3Q: 3 clusters Score -5162332 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -5163000.000000 Penalty: 5220.041992
	Iteration 4Q: 3 clusters Score -5163000 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -5163946.500000 Penalty: 5220.041992
	Iteration 5F: 3 clusters Score -5163946 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -5165176.500000 Penalty: 5220.041992
	Iteration 6F: 3 clusters Score -5165176 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -5166516.000000 Penalty: 5220.041992
	Iteration 7F: 3 clusters Score -5166516 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -5167840.500000 Penalty: 5220.041992
	Iteration 8F: 3 clusters Score -5167840 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -5168933.500000 Penalty: 5220.041992
	Iteration 9F: 3 clusters Score -5168934 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -5169803.500000 Penalty: 5220.041992
	Iteration 10Q: 3 clusters Score -5169804 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -5170516.000000 Penalty: 5220.041992
	Iteration 11Q: 3 clusters Score -5170516 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -5171111.000000 Penalty: 5220.041992
	Iteration 12Q: 3 clusters Score -5171111 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -5171687.000000 Penalty: 5220.041992
	Iteration 13Q: 3 clusters Score -5171687 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -5172209.000000 Penalty: 5220.041992
	Iteration 14Q: 3 clusters Score -5172209 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -5172693.000000 Penalty: 5220.041992
	Iteration 15Q: 3 clusters Score -5172693 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -5173163.000000 Penalty: 5220.041992
	Iteration 16Q: 3 clusters Score -5173163 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -5173569.500000 Penalty: 5220.041992
	Iteration 17Q: 3 clusters Score -5173570 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -5173925.000000 Penalty: 5220.041992
	Iteration 18Q: 3 clusters Score -5173925 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -5174217.500000 Penalty: 5220.041992
	Iteration 19Q: 3 clusters Score -5174218 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5174447.500000 Penalty: 5220.041992
	Iteration 20F: 3 clusters Score -5174448 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5174657.500000 Penalty: 5220.041992
	Iteration 21Q: 3 clusters Score -5174658 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5174796.500000 Penalty: 5220.041992
	Iteration 22Q: 3 clusters Score -5174796 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5174886.500000 Penalty: 5220.041992
	Iteration 23Q: 3 clusters Score -5174886 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5174970.500000 Penalty: 5220.041992
	Iteration 24Q: 3 clusters Score -5174970 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5175029.000000 Penalty: 5220.041992
	Iteration 25Q: 3 clusters Score -5175029 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5175074.000000 Penalty: 5220.041992
	Iteration 26Q: 3 clusters Score -5175074 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5175097.500000 Penalty: 5220.041992
	Iteration 27Q: 3 clusters Score -5175098 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5175125.500000 Penalty: 5220.041992
	Iteration 28Q: 3 clusters Score -5175126 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5175146.000000 Penalty: 5220.041992
	Iteration 29Q: 3 clusters Score -5175146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5175181.000000 Penalty: 5220.041992
	Iteration 30Q: 3 clusters Score -5175181 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5175201.500000 Penalty: 5220.041992
	Iteration 31Q: 3 clusters Score -5175202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5175202.500000 Penalty: 5220.041992
	Iteration 32Q: 3 clusters Score -5175202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5175206.000000 Penalty: 5220.041992
	Iteration 33Q: 3 clusters Score -5175206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5175218.000000 Penalty: 5220.041992
	Iteration 34Q: 3 clusters Score -5175218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5175220.500000 Penalty: 5220.041992
	Iteration 35Q: 3 clusters Score -5175220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5175222.500000 Penalty: 5220.041992
	Iteration 36Q: 3 clusters Score -5175222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5175228.000000 Penalty: 5220.041992
	Iteration 37Q: 3 clusters Score -5175228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5175229.500000 Penalty: 5220.041992
	Iteration 38Q: 3 clusters Score -5175230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5175229.000000 Penalty: 5220.041992
	Iteration 39Q: 3 clusters Score -5175229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5175232.500000 Penalty: 5220.041992
	Iteration 40F: 3 clusters Score -5175232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5175233.000000 Penalty: 5220.041992
	Iteration 41Q: 3 clusters Score -5175233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5175237.000000 Penalty: 5220.041992
	Iteration 42Q: 3 clusters Score -5175237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5175238.500000 Penalty: 5220.041992
	Iteration 43Q: 3 clusters Score -5175238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5175241.500000 Penalty: 5220.041992
	Iteration 44Q: 3 clusters Score -5175242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5175239.000000 Penalty: 5220.041992
	Iteration 45Q: 3 clusters Score -5175239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5175245.500000 Penalty: 5220.041992
	Iteration 46Q: 3 clusters Score -5175246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5175243.000000 Penalty: 5220.041992
	Iteration 47Q: 3 clusters Score -5175243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5175243.000000 Penalty: 5220.041992
	Iteration 48F: 3 clusters Score -5175243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Entering Unmasked Estep 
Score: -1574035.375000 Penalty: 2320.780273
	Iteration 0F: 2 clusters Score -1574035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1565349.625000 Penalty: 4641.560547
	Iteration 0F: 3 clusters Score -1565350 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1568050.750000 Penalty: 4641.560547
	Iteration 1F: 3 clusters Score -1568051 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1568524.500000 Penalty: 4641.560547
	Iteration 2F: 3 clusters Score -1568524 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1569063.375000 Penalty: 4641.560547
	Iteration 3F: 3 clusters Score -1569063 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1569609.500000 Penalty: 4641.560547
	Iteration 4F: 3 clusters Score -1569610 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1570183.500000 Penalty: 4641.560547
	Iteration 5F: 3 clusters Score -1570184 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1570714.375000 Penalty: 4641.560547
	Iteration 6F: 3 clusters Score -1570714 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1571155.375000 Penalty: 4641.560547
	Iteration 7F: 3 clusters Score -1571155 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1571462.750000 Penalty: 4641.560547
	Iteration 8Q: 3 clusters Score -1571463 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1571664.625000 Penalty: 4641.560547
	Iteration 9Q: 3 clusters Score -1571665 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1571782.625000 Penalty: 4641.560547
	Iteration 10Q: 3 clusters Score -1571783 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1571855.125000 Penalty: 4641.560547
	Iteration 11Q: 3 clusters Score -1571855 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1571885.125000 Penalty: 4641.560547
	Iteration 12Q: 3 clusters Score -1571885 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1571897.750000 Penalty: 4641.560547
	Iteration 13Q: 3 clusters Score -1571898 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1571917.625000 Penalty: 4641.560547
	Iteration 14Q: 3 clusters Score -1571918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1571921.875000 Penalty: 4641.560547
	Iteration 15Q: 3 clusters Score -1571922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1571927.625000 Penalty: 4641.560547
	Iteration 16Q: 3 clusters Score -1571928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1571929.875000 Penalty: 4641.560547
	Iteration 17Q: 3 clusters Score -1571930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1571937.375000 Penalty: 4641.560547
	Iteration 18Q: 3 clusters Score -1571937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1571942.000000 Penalty: 4641.560547
	Iteration 19Q: 3 clusters Score -1571942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1571948.375000 Penalty: 4641.560547
	Iteration 20F: 3 clusters Score -1571948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1571950.250000 Penalty: 4641.560547
	Iteration 21Q: 3 clusters Score -1571950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1571951.125000 Penalty: 4641.560547
	Iteration 22Q: 3 clusters Score -1571951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1571952.875000 Penalty: 4641.560547
	Iteration 23Q: 3 clusters Score -1571953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1571954.875000 Penalty: 4641.560547
	Iteration 24Q: 3 clusters Score -1571955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1571955.500000 Penalty: 4641.560547
	Iteration 25Q: 3 clusters Score -1571956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1571954.625000 Penalty: 4641.560547
	Iteration 26Q: 3 clusters Score -1571955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1571954.625000 Penalty: 4641.560547
	Iteration 27F: 3 clusters Score -1571955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Entering Unmasked Estep 
Score: -983300.937500 Penalty: 2207.437500
	Iteration 0F: 2 clusters Score -983300.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -977353.312500 Penalty: 4414.875000
	Iteration 0F: 3 clusters Score -977353.3 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -978879.875000 Penalty: 4414.875000
	Iteration 1F: 3 clusters Score -978879.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -979071.312500 Penalty: 4414.875000
	Iteration 2F: 3 clusters Score -979071.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -979222.937500 Penalty: 4414.875000
	Iteration 3Q: 3 clusters Score -979222.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -979329.937500 Penalty: 4414.875000
	Iteration 4Q: 3 clusters Score -979329.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -979420.062500 Penalty: 4414.875000
	Iteration 5Q: 3 clusters Score -979420.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -979490.187500 Penalty: 4414.875000
	Iteration 6Q: 3 clusters Score -979490.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -979548.687500 Penalty: 4414.875000
	Iteration 7Q: 3 clusters Score -979548.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -979603.125000 Penalty: 4414.875000
	Iteration 8Q: 3 clusters Score -979603.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -979660.375000 Penalty: 4414.875000
	Iteration 9Q: 3 clusters Score -979660.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -979708.625000 Penalty: 4414.875000
	Iteration 10Q: 3 clusters Score -979708.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -979755.625000 Penalty: 4414.875000
	Iteration 11Q: 3 clusters Score -979755.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -979799.687500 Penalty: 4414.875000
	Iteration 12Q: 3 clusters Score -979799.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -979839.437500 Penalty: 4414.875000
	Iteration 13Q: 3 clusters Score -979839.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -979877.937500 Penalty: 4414.875000
	Iteration 14Q: 3 clusters Score -979877.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -979914.937500 Penalty: 4414.875000
	Iteration 15Q: 3 clusters Score -979914.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -979963.625000 Penalty: 4414.875000
	Iteration 16Q: 3 clusters Score -979963.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -980001.250000 Penalty: 4414.875000
	Iteration 17Q: 3 clusters Score -980001.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -980037.125000 Penalty: 4414.875000
	Iteration 18Q: 3 clusters Score -980037.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -980073.250000 Penalty: 4414.875000
	Iteration 19Q: 3 clusters Score -980073.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -980111.000000 Penalty: 4414.875000
	Iteration 20F: 3 clusters Score -980111 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -980148.437500 Penalty: 4414.875000
	Iteration 21Q: 3 clusters Score -980148.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -980194.500000 Penalty: 4414.875000
	Iteration 22Q: 3 clusters Score -980194.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -980239.937500 Penalty: 4414.875000
	Iteration 23Q: 3 clusters Score -980239.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -980288.812500 Penalty: 4414.875000
	Iteration 24Q: 3 clusters Score -980288.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -980346.125000 Penalty: 4414.875000
	Iteration 25Q: 3 clusters Score -980346.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -980397.812500 Penalty: 4414.875000
	Iteration 26Q: 3 clusters Score -980397.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -980441.812500 Penalty: 4414.875000
	Iteration 27Q: 3 clusters Score -980441.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -980488.312500 Penalty: 4414.875000
	Iteration 28Q: 3 clusters Score -980488.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -980536.062500 Penalty: 4414.875000
	Iteration 29Q: 3 clusters Score -980536.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -980590.250000 Penalty: 4414.875000
	Iteration 30Q: 3 clusters Score -980590.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -980641.562500 Penalty: 4414.875000
	Iteration 31Q: 3 clusters Score -980641.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -980685.625000 Penalty: 4414.875000
	Iteration 32Q: 3 clusters Score -980685.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -980731.375000 Penalty: 4414.875000
	Iteration 33Q: 3 clusters Score -980731.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -980782.125000 Penalty: 4414.875000
	Iteration 34Q: 3 clusters Score -980782.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -980850.062500 Penalty: 4414.875000
	Iteration 35Q: 3 clusters Score -980850.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -980917.562500 Penalty: 4414.875000
	Iteration 36Q: 3 clusters Score -980917.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -980990.312500 Penalty: 4414.875000
	Iteration 37Q: 3 clusters Score -980990.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -981054.375000 Penalty: 4414.875000
	Iteration 38Q: 3 clusters Score -981054.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -981117.000000 Penalty: 4414.875000
	Iteration 39Q: 3 clusters Score -981117 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -981172.062500 Penalty: 4414.875000
	Iteration 40F: 3 clusters Score -981172.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -981208.437500 Penalty: 4414.875000
	Iteration 41Q: 3 clusters Score -981208.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -981240.812500 Penalty: 4414.875000
	Iteration 42Q: 3 clusters Score -981240.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -981281.687500 Penalty: 4414.875000
	Iteration 43Q: 3 clusters Score -981281.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -981320.812500 Penalty: 4414.875000
	Iteration 44Q: 3 clusters Score -981320.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -981349.500000 Penalty: 4414.875000
	Iteration 45Q: 3 clusters Score -981349.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -981380.000000 Penalty: 4414.875000
	Iteration 46Q: 3 clusters Score -981380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -981410.062500 Penalty: 4414.875000
	Iteration 47Q: 3 clusters Score -981410.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -981437.687500 Penalty: 4414.875000
	Iteration 48Q: 3 clusters Score -981437.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -981450.812500 Penalty: 4414.875000
	Iteration 49Q: 3 clusters Score -981450.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -981470.500000 Penalty: 4414.875000
	Iteration 50Q: 3 clusters Score -981470.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -981482.750000 Penalty: 4414.875000
	Iteration 51Q: 3 clusters Score -981482.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -981490.312500 Penalty: 4414.875000
	Iteration 52Q: 3 clusters Score -981490.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -981502.625000 Penalty: 4414.875000
	Iteration 53Q: 3 clusters Score -981502.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -981511.062500 Penalty: 4414.875000
	Iteration 54Q: 3 clusters Score -981511.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -981518.500000 Penalty: 4414.875000
	Iteration 55Q: 3 clusters Score -981518.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -981531.000000 Penalty: 4414.875000
	Iteration 56Q: 3 clusters Score -981531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -981540.187500 Penalty: 4414.875000
	Iteration 57Q: 3 clusters Score -981540.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -981549.375000 Penalty: 4414.875000
	Iteration 58Q: 3 clusters Score -981549.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -981557.625000 Penalty: 4414.875000
	Iteration 59Q: 3 clusters Score -981557.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -981560.000000 Penalty: 4414.875000
	Iteration 60F: 3 clusters Score -981560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -981563.625000 Penalty: 4414.875000
	Iteration 61Q: 3 clusters Score -981563.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -981565.625000 Penalty: 4414.875000
	Iteration 62Q: 3 clusters Score -981565.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -981569.062500 Penalty: 4414.875000
	Iteration 63Q: 3 clusters Score -981569.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -981568.937500 Penalty: 4414.875000
	Iteration 64Q: 3 clusters Score -981568.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -981568.937500 Penalty: 4414.875000
	Iteration 65F: 3 clusters Score -981568.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Entering Unmasked Estep 
Score: -421339.375000 Penalty: 2023.312012
	Iteration 0F: 2 clusters Score -421339.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -417812.218750 Penalty: 4046.624023
	Iteration 0F: 3 clusters Score -417812.2 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -418686.218750 Penalty: 4046.624023
	Iteration 1F: 3 clusters Score -418686.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -419011.750000 Penalty: 4046.624023
	Iteration 2F: 3 clusters Score -419011.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -419245.000000 Penalty: 4046.624023
	Iteration 3F: 3 clusters Score -419245 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -419447.125000 Penalty: 4046.624023
	Iteration 4F: 3 clusters Score -419447.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -419622.156250 Penalty: 4046.624023
	Iteration 5F: 3 clusters Score -419622.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -419760.500000 Penalty: 4046.624023
	Iteration 6Q: 3 clusters Score -419760.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -419844.000000 Penalty: 4046.624023
	Iteration 7Q: 3 clusters Score -419844 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -419898.812500 Penalty: 4046.624023
	Iteration 8Q: 3 clusters Score -419898.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -419945.750000 Penalty: 4046.624023
	Iteration 9Q: 3 clusters Score -419945.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -419970.343750 Penalty: 4046.624023
	Iteration 10Q: 3 clusters Score -419970.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -419983.968750 Penalty: 4046.624023
	Iteration 11Q: 3 clusters Score -419984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -419991.000000 Penalty: 4046.624023
	Iteration 12Q: 3 clusters Score -419991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -420002.375000 Penalty: 4046.624023
	Iteration 13Q: 3 clusters Score -420002.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -420011.937500 Penalty: 4046.624023
	Iteration 14Q: 3 clusters Score -420011.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -420024.437500 Penalty: 4046.624023
	Iteration 15Q: 3 clusters Score -420024.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -420042.375000 Penalty: 4046.624023
	Iteration 16Q: 3 clusters Score -420042.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -420060.187500 Penalty: 4046.624023
	Iteration 17Q: 3 clusters Score -420060.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -420069.312500 Penalty: 4046.624023
	Iteration 18Q: 3 clusters Score -420069.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -420078.406250 Penalty: 4046.624023
	Iteration 19Q: 3 clusters Score -420078.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -420086.812500 Penalty: 4046.624023
	Iteration 20F: 3 clusters Score -420086.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -420093.593750 Penalty: 4046.624023
	Iteration 21Q: 3 clusters Score -420093.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -420102.218750 Penalty: 4046.624023
	Iteration 22Q: 3 clusters Score -420102.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -420107.781250 Penalty: 4046.624023
	Iteration 23Q: 3 clusters Score -420107.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -420110.437500 Penalty: 4046.624023
	Iteration 24Q: 3 clusters Score -420110.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -420112.937500 Penalty: 4046.624023
	Iteration 25Q: 3 clusters Score -420112.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -420116.156250 Penalty: 4046.624023
	Iteration 26Q: 3 clusters Score -420116.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -420119.656250 Penalty: 4046.624023
	Iteration 27Q: 3 clusters Score -420119.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -420123.218750 Penalty: 4046.624023
	Iteration 28Q: 3 clusters Score -420123.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -420125.500000 Penalty: 4046.624023
	Iteration 29Q: 3 clusters Score -420125.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -420126.031250 Penalty: 4046.624023
	Iteration 30Q: 3 clusters Score -420126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -420126.031250 Penalty: 4046.624023
	Iteration 31Q: 3 clusters Score -420126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -420127.250000 Penalty: 4046.624023
	Iteration 32Q: 3 clusters Score -420127.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -420127.250000 Penalty: 4046.624023
	Iteration 33F: 3 clusters Score -420127.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Entering Unmasked Estep 
Score: -1400665.625000 Penalty: 2296.500488
	Iteration 0F: 2 clusters Score -1400666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1392601.500000 Penalty: 4593.000977
	Iteration 0F: 3 clusters Score -1392602 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1394979.000000 Penalty: 4593.000977
	Iteration 1F: 3 clusters Score -1394979 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1395350.125000 Penalty: 4593.000977
	Iteration 2F: 3 clusters Score -1395350 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1395691.375000 Penalty: 4593.000977
	Iteration 3F: 3 clusters Score -1395691 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1396005.500000 Penalty: 4593.000977
	Iteration 4F: 3 clusters Score -1396006 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1396308.000000 Penalty: 4593.000977
	Iteration 5F: 3 clusters Score -1396308 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1396614.375000 Penalty: 4593.000977
	Iteration 6F: 3 clusters Score -1396614 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1396919.125000 Penalty: 4593.000977
	Iteration 7Q: 3 clusters Score -1396919 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1397162.625000 Penalty: 4593.000977
	Iteration 8Q: 3 clusters Score -1397163 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1397357.750000 Penalty: 4593.000977
	Iteration 9Q: 3 clusters Score -1397358 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1397516.750000 Penalty: 4593.000977
	Iteration 10Q: 3 clusters Score -1397517 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1397660.500000 Penalty: 4593.000977
	Iteration 11Q: 3 clusters Score -1397660 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1397812.500000 Penalty: 4593.000977
	Iteration 12Q: 3 clusters Score -1397812 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1397953.125000 Penalty: 4593.000977
	Iteration 13Q: 3 clusters Score -1397953 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1398074.875000 Penalty: 4593.000977
	Iteration 14Q: 3 clusters Score -1398075 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1398182.625000 Penalty: 4593.000977
	Iteration 15Q: 3 clusters Score -1398183 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1398276.750000 Penalty: 4593.000977
	Iteration 16Q: 3 clusters Score -1398277 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1398356.500000 Penalty: 4593.000977
	Iteration 17Q: 3 clusters Score -1398356 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1398423.250000 Penalty: 4593.000977
	Iteration 18Q: 3 clusters Score -1398423 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1398482.750000 Penalty: 4593.000977
	Iteration 19Q: 3 clusters Score -1398483 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1398524.875000 Penalty: 4593.000977
	Iteration 20F: 3 clusters Score -1398525 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1398551.000000 Penalty: 4593.000977
	Iteration 21Q: 3 clusters Score -1398551 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1398576.000000 Penalty: 4593.000977
	Iteration 22Q: 3 clusters Score -1398576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1398600.750000 Penalty: 4593.000977
	Iteration 23Q: 3 clusters Score -1398601 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1398624.750000 Penalty: 4593.000977
	Iteration 24Q: 3 clusters Score -1398625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1398641.500000 Penalty: 4593.000977
	Iteration 25Q: 3 clusters Score -1398642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1398656.875000 Penalty: 4593.000977
	Iteration 26Q: 3 clusters Score -1398657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1398664.750000 Penalty: 4593.000977
	Iteration 27Q: 3 clusters Score -1398665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1398672.625000 Penalty: 4593.000977
	Iteration 28Q: 3 clusters Score -1398673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1398675.125000 Penalty: 4593.000977
	Iteration 29Q: 3 clusters Score -1398675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1398680.875000 Penalty: 4593.000977
	Iteration 30Q: 3 clusters Score -1398681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1398683.500000 Penalty: 4593.000977
	Iteration 31Q: 3 clusters Score -1398684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1398691.125000 Penalty: 4593.000977
	Iteration 32Q: 3 clusters Score -1398691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1398694.875000 Penalty: 4593.000977
	Iteration 33Q: 3 clusters Score -1398695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1398695.125000 Penalty: 4593.000977
	Iteration 34Q: 3 clusters Score -1398695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1398696.750000 Penalty: 4593.000977
	Iteration 35Q: 3 clusters Score -1398697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1398694.500000 Penalty: 4593.000977
	Iteration 36Q: 3 clusters Score -1398694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1398700.375000 Penalty: 4593.000977
	Iteration 37Q: 3 clusters Score -1398700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1398702.125000 Penalty: 4593.000977
	Iteration 38Q: 3 clusters Score -1398702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1398699.375000 Penalty: 4593.000977
	Iteration 39Q: 3 clusters Score -1398699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1398699.375000 Penalty: 4593.000977
	Iteration 40F: 3 clusters Score -1398699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Entering Unmasked Estep 
Score: -366671.218750 Penalty: 1969.264771
	Iteration 0F: 2 clusters Score -366671.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -363544.187500 Penalty: 3938.529541
	Iteration 0F: 3 clusters Score -363544.2 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -364141.718750 Penalty: 3938.529541
	Iteration 1F: 3 clusters Score -364141.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -364290.687500 Penalty: 3938.529541
	Iteration 2F: 3 clusters Score -364290.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -364385.156250 Penalty: 3938.529541
	Iteration 3Q: 3 clusters Score -364385.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -364459.437500 Penalty: 3938.529541
	Iteration 4Q: 3 clusters Score -364459.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -364509.812500 Penalty: 3938.529541
	Iteration 5Q: 3 clusters Score -364509.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -364568.562500 Penalty: 3938.529541
	Iteration 6Q: 3 clusters Score -364568.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -364605.562500 Penalty: 3938.529541
	Iteration 7Q: 3 clusters Score -364605.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -364638.437500 Penalty: 3938.529541
	Iteration 8Q: 3 clusters Score -364638.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -364666.843750 Penalty: 3938.529541
	Iteration 9Q: 3 clusters Score -364666.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -364698.562500 Penalty: 3938.529541
	Iteration 10Q: 3 clusters Score -364698.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -364724.625000 Penalty: 3938.529541
	Iteration 11Q: 3 clusters Score -364724.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -364740.625000 Penalty: 3938.529541
	Iteration 12Q: 3 clusters Score -364740.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -364756.343750 Penalty: 3938.529541
	Iteration 13Q: 3 clusters Score -364756.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -364772.312500 Penalty: 3938.529541
	Iteration 14Q: 3 clusters Score -364772.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -364780.437500 Penalty: 3938.529541
	Iteration 15Q: 3 clusters Score -364780.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -364787.343750 Penalty: 3938.529541
	Iteration 16Q: 3 clusters Score -364787.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -364794.812500 Penalty: 3938.529541
	Iteration 17Q: 3 clusters Score -364794.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -364803.281250 Penalty: 3938.529541
	Iteration 18Q: 3 clusters Score -364803.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -364809.562500 Penalty: 3938.529541
	Iteration 19Q: 3 clusters Score -364809.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -364814.937500 Penalty: 3938.529541
	Iteration 20F: 3 clusters Score -364814.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -364822.750000 Penalty: 3938.529541
	Iteration 21Q: 3 clusters Score -364822.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -364831.593750 Penalty: 3938.529541
	Iteration 22Q: 3 clusters Score -364831.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -364839.531250 Penalty: 3938.529541
	Iteration 23Q: 3 clusters Score -364839.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -364849.281250 Penalty: 3938.529541
	Iteration 24Q: 3 clusters Score -364849.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -364855.375000 Penalty: 3938.529541
	Iteration 25Q: 3 clusters Score -364855.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -364861.031250 Penalty: 3938.529541
	Iteration 26Q: 3 clusters Score -364861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -364867.156250 Penalty: 3938.529541
	Iteration 27Q: 3 clusters Score -364867.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -364870.312500 Penalty: 3938.529541
	Iteration 28Q: 3 clusters Score -364870.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -364873.000000 Penalty: 3938.529541
	Iteration 29Q: 3 clusters Score -364873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -364877.968750 Penalty: 3938.529541
	Iteration 30Q: 3 clusters Score -364878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -364885.156250 Penalty: 3938.529541
	Iteration 31Q: 3 clusters Score -364885.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -364888.531250 Penalty: 3938.529541
	Iteration 32Q: 3 clusters Score -364888.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -364892.218750 Penalty: 3938.529541
	Iteration 33Q: 3 clusters Score -364892.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -364897.843750 Penalty: 3938.529541
	Iteration 34Q: 3 clusters Score -364897.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -364905.687500 Penalty: 3938.529541
	Iteration 35Q: 3 clusters Score -364905.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -364911.843750 Penalty: 3938.529541
	Iteration 36Q: 3 clusters Score -364911.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -364922.781250 Penalty: 3938.529541
	Iteration 37Q: 3 clusters Score -364922.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -364940.218750 Penalty: 3938.529541
	Iteration 38Q: 3 clusters Score -364940.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -364954.562500 Penalty: 3938.529541
	Iteration 39Q: 3 clusters Score -364954.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -364967.906250 Penalty: 3938.529541
	Iteration 40F: 3 clusters Score -364967.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -364977.781250 Penalty: 3938.529541
	Iteration 41Q: 3 clusters Score -364977.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -364988.781250 Penalty: 3938.529541
	Iteration 42Q: 3 clusters Score -364988.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -364998.437500 Penalty: 3938.529541
	Iteration 43Q: 3 clusters Score -364998.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -365010.125000 Penalty: 3938.529541
	Iteration 44Q: 3 clusters Score -365010.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -365020.593750 Penalty: 3938.529541
	Iteration 45Q: 3 clusters Score -365020.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -365032.281250 Penalty: 3938.529541
	Iteration 46Q: 3 clusters Score -365032.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -365047.437500 Penalty: 3938.529541
	Iteration 47Q: 3 clusters Score -365047.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -365069.593750 Penalty: 3938.529541
	Iteration 48Q: 3 clusters Score -365069.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -365095.031250 Penalty: 3938.529541
	Iteration 49Q: 3 clusters Score -365095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -365140.937500 Penalty: 3938.529541
	Iteration 50Q: 3 clusters Score -365140.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -365205.843750 Penalty: 3938.529541
	Iteration 51Q: 3 clusters Score -365205.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -365249.250000 Penalty: 3938.529541
	Iteration 52Q: 3 clusters Score -365249.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -365290.531250 Penalty: 3938.529541
	Iteration 53Q: 3 clusters Score -365290.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -365336.593750 Penalty: 3938.529541
	Iteration 54Q: 3 clusters Score -365336.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -365376.093750 Penalty: 3938.529541
	Iteration 55Q: 3 clusters Score -365376.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -365404.906250 Penalty: 3938.529541
	Iteration 56Q: 3 clusters Score -365404.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -365429.281250 Penalty: 3938.529541
	Iteration 57Q: 3 clusters Score -365429.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -365446.312500 Penalty: 3938.529541
	Iteration 58Q: 3 clusters Score -365446.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -365467.625000 Penalty: 3938.529541
	Iteration 59Q: 3 clusters Score -365467.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -365507.531250 Penalty: 3938.529541
	Iteration 60F: 3 clusters Score -365507.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -365555.218750 Penalty: 3938.529541
	Iteration 61Q: 3 clusters Score -365555.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -365613.343750 Penalty: 3938.529541
	Iteration 62Q: 3 clusters Score -365613.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -365670.531250 Penalty: 3938.529541
	Iteration 63Q: 3 clusters Score -365670.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -365725.250000 Penalty: 3938.529541
	Iteration 64Q: 3 clusters Score -365725.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -365803.656250 Penalty: 3938.529541
	Iteration 65Q: 3 clusters Score -365803.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -365904.656250 Penalty: 3938.529541
	Iteration 66Q: 3 clusters Score -365904.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -366034.593750 Penalty: 3938.529541
	Iteration 67Q: 3 clusters Score -366034.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -366105.281250 Penalty: 3938.529541
	Iteration 68Q: 3 clusters Score -366105.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -366146.875000 Penalty: 3938.529541
	Iteration 69Q: 3 clusters Score -366146.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -366182.343750 Penalty: 3938.529541
	Iteration 70Q: 3 clusters Score -366182.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -366205.250000 Penalty: 3938.529541
	Iteration 71Q: 3 clusters Score -366205.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -366215.656250 Penalty: 3938.529541
	Iteration 72Q: 3 clusters Score -366215.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -366218.718750 Penalty: 3938.529541
	Iteration 73Q: 3 clusters Score -366218.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -366221.281250 Penalty: 3938.529541
	Iteration 74Q: 3 clusters Score -366221.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -366221.281250 Penalty: 3938.529541
	Iteration 75F: 3 clusters Score -366221.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Entering Unmasked Estep 
Score: -711905.250000 Penalty: 2145.584229
	Iteration 0F: 2 clusters Score -711905.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -706945.312500 Penalty: 4291.168457
	Iteration 0F: 3 clusters Score -706945.3 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -708388.312500 Penalty: 4291.168457
	Iteration 1F: 3 clusters Score -708388.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -708852.562500 Penalty: 4291.168457
	Iteration 2F: 3 clusters Score -708852.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -709219.875000 Penalty: 4291.168457
	Iteration 3F: 3 clusters Score -709219.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -709588.500000 Penalty: 4291.168457
	Iteration 4F: 3 clusters Score -709588.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -709984.562500 Penalty: 4291.168457
	Iteration 5F: 3 clusters Score -709984.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -710361.062500 Penalty: 4291.168457
	Iteration 6F: 3 clusters Score -710361.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -710591.750000 Penalty: 4291.168457
	Iteration 7Q: 3 clusters Score -710591.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -710727.000000 Penalty: 4291.168457
	Iteration 8Q: 3 clusters Score -710727 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -710824.312500 Penalty: 4291.168457
	Iteration 9Q: 3 clusters Score -710824.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -710911.062500 Penalty: 4291.168457
	Iteration 10Q: 3 clusters Score -710911.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -710968.937500 Penalty: 4291.168457
	Iteration 11Q: 3 clusters Score -710968.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -711007.625000 Penalty: 4291.168457
	Iteration 12Q: 3 clusters Score -711007.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -711041.250000 Penalty: 4291.168457
	Iteration 13Q: 3 clusters Score -711041.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -711074.562500 Penalty: 4291.168457
	Iteration 14Q: 3 clusters Score -711074.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -711098.250000 Penalty: 4291.168457
	Iteration 15Q: 3 clusters Score -711098.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -711122.187500 Penalty: 4291.168457
	Iteration 16Q: 3 clusters Score -711122.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -711144.250000 Penalty: 4291.168457
	Iteration 17Q: 3 clusters Score -711144.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -711168.312500 Penalty: 4291.168457
	Iteration 18Q: 3 clusters Score -711168.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -711179.000000 Penalty: 4291.168457
	Iteration 19Q: 3 clusters Score -711179 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -711195.687500 Penalty: 4291.168457
	Iteration 20F: 3 clusters Score -711195.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -711209.687500 Penalty: 4291.168457
	Iteration 21Q: 3 clusters Score -711209.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -711217.437500 Penalty: 4291.168457
	Iteration 22Q: 3 clusters Score -711217.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -711226.000000 Penalty: 4291.168457
	Iteration 23Q: 3 clusters Score -711226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -711230.625000 Penalty: 4291.168457
	Iteration 24Q: 3 clusters Score -711230.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -711233.500000 Penalty: 4291.168457
	Iteration 25Q: 3 clusters Score -711233.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -711238.437500 Penalty: 4291.168457
	Iteration 26Q: 3 clusters Score -711238.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -711245.125000 Penalty: 4291.168457
	Iteration 27Q: 3 clusters Score -711245.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -711249.125000 Penalty: 4291.168457
	Iteration 28Q: 3 clusters Score -711249.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -711255.500000 Penalty: 4291.168457
	Iteration 29Q: 3 clusters Score -711255.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -711262.437500 Penalty: 4291.168457
	Iteration 30Q: 3 clusters Score -711262.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -711267.687500 Penalty: 4291.168457
	Iteration 31Q: 3 clusters Score -711267.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -711273.312500 Penalty: 4291.168457
	Iteration 32Q: 3 clusters Score -711273.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -711278.875000 Penalty: 4291.168457
	Iteration 33Q: 3 clusters Score -711278.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -711290.437500 Penalty: 4291.168457
	Iteration 34Q: 3 clusters Score -711290.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -711298.500000 Penalty: 4291.168457
	Iteration 35Q: 3 clusters Score -711298.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -711303.375000 Penalty: 4291.168457
	Iteration 36Q: 3 clusters Score -711303.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -711310.250000 Penalty: 4291.168457
	Iteration 37Q: 3 clusters Score -711310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -711313.187500 Penalty: 4291.168457
	Iteration 38Q: 3 clusters Score -711313.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -711315.875000 Penalty: 4291.168457
	Iteration 39Q: 3 clusters Score -711315.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -711318.687500 Penalty: 4291.168457
	Iteration 40F: 3 clusters Score -711318.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -711319.937500 Penalty: 4291.168457
	Iteration 41Q: 3 clusters Score -711319.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -711321.375000 Penalty: 4291.168457
	Iteration 42Q: 3 clusters Score -711321.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -711321.625000 Penalty: 4291.168457
	Iteration 43Q: 3 clusters Score -711321.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -711322.187500 Penalty: 4291.168457
	Iteration 44Q: 3 clusters Score -711322.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -711322.062500 Penalty: 4291.168457
	Iteration 45Q: 3 clusters Score -711322.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -711324.187500 Penalty: 4291.168457
	Iteration 46Q: 3 clusters Score -711324.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -711326.062500 Penalty: 4291.168457
	Iteration 47Q: 3 clusters Score -711326.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -711325.937500 Penalty: 4291.168457
	Iteration 48Q: 3 clusters Score -711325.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -711326.437500 Penalty: 4291.168457
	Iteration 49Q: 3 clusters Score -711326.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -711327.250000 Penalty: 4291.168457
	Iteration 50Q: 3 clusters Score -711327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -711327.250000 Penalty: 4291.168457
	Iteration 51F: 3 clusters Score -711327.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -20363.468750 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -20363.47 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 94 members 
Entering Unmasked Estep 
Score: -19289.664062 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -19289.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19344.324219 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -19344.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19356.089844 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -19356.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19356.089844 Penalty: 2586.608154
	Iteration 3F: 3 clusters Score -19356.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Entering Unmasked Estep 
Score: -1005263.062500 Penalty: 2210.025879
	Iteration 0F: 2 clusters Score -1005263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -999136.437500 Penalty: 4420.051758
	Iteration 0F: 3 clusters Score -999136.4 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1000767.812500 Penalty: 4420.051758
	Iteration 1F: 3 clusters Score -1000768 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1001066.812500 Penalty: 4420.051758
	Iteration 2F: 3 clusters Score -1001067 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1001277.000000 Penalty: 4420.051758
	Iteration 3F: 3 clusters Score -1001277 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1001434.687500 Penalty: 4420.051758
	Iteration 4Q: 3 clusters Score -1001435 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1001562.562500 Penalty: 4420.051758
	Iteration 5Q: 3 clusters Score -1001563 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1001664.687500 Penalty: 4420.051758
	Iteration 6Q: 3 clusters Score -1001665 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1001770.875000 Penalty: 4420.051758
	Iteration 7Q: 3 clusters Score -1001771 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1001880.812500 Penalty: 4420.051758
	Iteration 8Q: 3 clusters Score -1001881 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1001992.125000 Penalty: 4420.051758
	Iteration 9Q: 3 clusters Score -1001992 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1002111.375000 Penalty: 4420.051758
	Iteration 10Q: 3 clusters Score -1002111 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1002256.687500 Penalty: 4420.051758
	Iteration 11Q: 3 clusters Score -1002257 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1002426.562500 Penalty: 4420.051758
	Iteration 12Q: 3 clusters Score -1002427 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1002591.562500 Penalty: 4420.051758
	Iteration 13Q: 3 clusters Score -1002592 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1002765.937500 Penalty: 4420.051758
	Iteration 14Q: 3 clusters Score -1002766 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1002929.062500 Penalty: 4420.051758
	Iteration 15Q: 3 clusters Score -1002929 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1003038.500000 Penalty: 4420.051758
	Iteration 16Q: 3 clusters Score -1003038 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1003109.187500 Penalty: 4420.051758
	Iteration 17Q: 3 clusters Score -1003109 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1003165.937500 Penalty: 4420.051758
	Iteration 18Q: 3 clusters Score -1003166 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1003203.875000 Penalty: 4420.051758
	Iteration 19Q: 3 clusters Score -1003204 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1003237.875000 Penalty: 4420.051758
	Iteration 20F: 3 clusters Score -1003238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1003261.875000 Penalty: 4420.051758
	Iteration 21Q: 3 clusters Score -1003262 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1003283.375000 Penalty: 4420.051758
	Iteration 22Q: 3 clusters Score -1003283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1003302.500000 Penalty: 4420.051758
	Iteration 23Q: 3 clusters Score -1003302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1003312.812500 Penalty: 4420.051758
	Iteration 24Q: 3 clusters Score -1003313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1003319.562500 Penalty: 4420.051758
	Iteration 25Q: 3 clusters Score -1003320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1003325.687500 Penalty: 4420.051758
	Iteration 26Q: 3 clusters Score -1003326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1003328.062500 Penalty: 4420.051758
	Iteration 27Q: 3 clusters Score -1003328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1003332.625000 Penalty: 4420.051758
	Iteration 28Q: 3 clusters Score -1003333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1003336.500000 Penalty: 4420.051758
	Iteration 29Q: 3 clusters Score -1003336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1003338.687500 Penalty: 4420.051758
	Iteration 30Q: 3 clusters Score -1003339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1003341.000000 Penalty: 4420.051758
	Iteration 31Q: 3 clusters Score -1003341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1003342.312500 Penalty: 4420.051758
	Iteration 32Q: 3 clusters Score -1003342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1003343.375000 Penalty: 4420.051758
	Iteration 33Q: 3 clusters Score -1003343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1003343.375000 Penalty: 4420.051758
	Iteration 34F: 3 clusters Score -1003343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -286545.687500 Penalty: 1897.241943
	Iteration 0F: 2 clusters Score -286545.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -283893.937500 Penalty: 3794.483887
	Iteration 0F: 3 clusters Score -283893.9 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -284363.250000 Penalty: 3794.483887
	Iteration 1F: 3 clusters Score -284363.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -284467.562500 Penalty: 3794.483887
	Iteration 2F: 3 clusters Score -284467.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -284505.062500 Penalty: 3794.483887
	Iteration 3Q: 3 clusters Score -284505.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -284521.031250 Penalty: 3794.483887
	Iteration 4Q: 3 clusters Score -284521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -284540.125000 Penalty: 3794.483887
	Iteration 5Q: 3 clusters Score -284540.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -284570.843750 Penalty: 3794.483887
	Iteration 6Q: 3 clusters Score -284570.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -284598.750000 Penalty: 3794.483887
	Iteration 7Q: 3 clusters Score -284598.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -284627.562500 Penalty: 3794.483887
	Iteration 8Q: 3 clusters Score -284627.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -284660.250000 Penalty: 3794.483887
	Iteration 9Q: 3 clusters Score -284660.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -284693.468750 Penalty: 3794.483887
	Iteration 10Q: 3 clusters Score -284693.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -284740.281250 Penalty: 3794.483887
	Iteration 11Q: 3 clusters Score -284740.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -284796.218750 Penalty: 3794.483887
	Iteration 12Q: 3 clusters Score -284796.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -284851.468750 Penalty: 3794.483887
	Iteration 13Q: 3 clusters Score -284851.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -284944.656250 Penalty: 3794.483887
	Iteration 14Q: 3 clusters Score -284944.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -285086.812500 Penalty: 3794.483887
	Iteration 15Q: 3 clusters Score -285086.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -285255.500000 Penalty: 3794.483887
	Iteration 16Q: 3 clusters Score -285255.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -285362.687500 Penalty: 3794.483887
	Iteration 17Q: 3 clusters Score -285362.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -285446.906250 Penalty: 3794.483887
	Iteration 18Q: 3 clusters Score -285446.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -285491.531250 Penalty: 3794.483887
	Iteration 19Q: 3 clusters Score -285491.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -285518.593750 Penalty: 3794.483887
	Iteration 20F: 3 clusters Score -285518.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -285546.906250 Penalty: 3794.483887
	Iteration 21Q: 3 clusters Score -285546.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -285566.250000 Penalty: 3794.483887
	Iteration 22Q: 3 clusters Score -285566.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -285577.218750 Penalty: 3794.483887
	Iteration 23Q: 3 clusters Score -285577.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -285586.218750 Penalty: 3794.483887
	Iteration 24Q: 3 clusters Score -285586.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -285594.093750 Penalty: 3794.483887
	Iteration 25Q: 3 clusters Score -285594.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -285597.531250 Penalty: 3794.483887
	Iteration 26Q: 3 clusters Score -285597.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -285602.937500 Penalty: 3794.483887
	Iteration 27Q: 3 clusters Score -285602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -285603.093750 Penalty: 3794.483887
	Iteration 28Q: 3 clusters Score -285603.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -285605.031250 Penalty: 3794.483887
	Iteration 29Q: 3 clusters Score -285605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -285606.437500 Penalty: 3794.483887
	Iteration 30Q: 3 clusters Score -285606.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -285606.437500 Penalty: 3794.483887
	Iteration 31F: 3 clusters Score -285606.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Entering Unmasked Estep 
Score: -656207.125000 Penalty: 2103.531006
	Iteration 0F: 2 clusters Score -656207.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -651766.625000 Penalty: 4207.062012
	Iteration 0F: 3 clusters Score -651766.6 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -652812.312500 Penalty: 4207.062012
	Iteration 1F: 3 clusters Score -652812.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -653051.875000 Penalty: 4207.062012
	Iteration 2F: 3 clusters Score -653051.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -653199.562500 Penalty: 4207.062012
	Iteration 3F: 3 clusters Score -653199.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -653296.250000 Penalty: 4207.062012
	Iteration 4Q: 3 clusters Score -653296.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -653374.250000 Penalty: 4207.062012
	Iteration 5Q: 3 clusters Score -653374.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -653442.250000 Penalty: 4207.062012
	Iteration 6Q: 3 clusters Score -653442.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -653496.812500 Penalty: 4207.062012
	Iteration 7Q: 3 clusters Score -653496.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -653554.937500 Penalty: 4207.062012
	Iteration 8Q: 3 clusters Score -653554.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -653629.375000 Penalty: 4207.062012
	Iteration 9Q: 3 clusters Score -653629.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -653719.875000 Penalty: 4207.062012
	Iteration 10Q: 3 clusters Score -653719.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -653798.250000 Penalty: 4207.062012
	Iteration 11Q: 3 clusters Score -653798.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -653867.437500 Penalty: 4207.062012
	Iteration 12Q: 3 clusters Score -653867.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -653930.875000 Penalty: 4207.062012
	Iteration 13Q: 3 clusters Score -653930.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -654006.812500 Penalty: 4207.062012
	Iteration 14Q: 3 clusters Score -654006.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -654086.750000 Penalty: 4207.062012
	Iteration 15Q: 3 clusters Score -654086.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -654155.562500 Penalty: 4207.062012
	Iteration 16Q: 3 clusters Score -654155.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -654201.375000 Penalty: 4207.062012
	Iteration 17Q: 3 clusters Score -654201.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -654249.687500 Penalty: 4207.062012
	Iteration 18Q: 3 clusters Score -654249.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -654291.312500 Penalty: 4207.062012
	Iteration 19Q: 3 clusters Score -654291.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -654316.875000 Penalty: 4207.062012
	Iteration 20F: 3 clusters Score -654316.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -654337.937500 Penalty: 4207.062012
	Iteration 21Q: 3 clusters Score -654337.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -654355.875000 Penalty: 4207.062012
	Iteration 22Q: 3 clusters Score -654355.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -654378.437500 Penalty: 4207.062012
	Iteration 23Q: 3 clusters Score -654378.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -654391.062500 Penalty: 4207.062012
	Iteration 24Q: 3 clusters Score -654391.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -654399.687500 Penalty: 4207.062012
	Iteration 25Q: 3 clusters Score -654399.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -654410.250000 Penalty: 4207.062012
	Iteration 26Q: 3 clusters Score -654410.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -654418.625000 Penalty: 4207.062012
	Iteration 27Q: 3 clusters Score -654418.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -654427.875000 Penalty: 4207.062012
	Iteration 28Q: 3 clusters Score -654427.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -654438.812500 Penalty: 4207.062012
	Iteration 29Q: 3 clusters Score -654438.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -654445.937500 Penalty: 4207.062012
	Iteration 30Q: 3 clusters Score -654445.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -654455.000000 Penalty: 4207.062012
	Iteration 31Q: 3 clusters Score -654455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -654459.812500 Penalty: 4207.062012
	Iteration 32Q: 3 clusters Score -654459.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -654462.750000 Penalty: 4207.062012
	Iteration 33Q: 3 clusters Score -654462.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -654468.812500 Penalty: 4207.062012
	Iteration 34Q: 3 clusters Score -654468.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -654472.812500 Penalty: 4207.062012
	Iteration 35Q: 3 clusters Score -654472.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -654476.312500 Penalty: 4207.062012
	Iteration 36Q: 3 clusters Score -654476.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -654475.750000 Penalty: 4207.062012
	Iteration 37Q: 3 clusters Score -654475.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -654475.750000 Penalty: 4207.062012
	Iteration 38F: 3 clusters Score -654475.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Entering Unmasked Estep 
Score: -1241741.875000 Penalty: 2277.834717
	Iteration 0F: 2 clusters Score -1241742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1234274.750000 Penalty: 4555.669434
	Iteration 0F: 3 clusters Score -1234275 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1236483.750000 Penalty: 4555.669434
	Iteration 1F: 3 clusters Score -1236484 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1236804.750000 Penalty: 4555.669434
	Iteration 2F: 3 clusters Score -1236805 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1237035.125000 Penalty: 4555.669434
	Iteration 3F: 3 clusters Score -1237035 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1237231.875000 Penalty: 4555.669434
	Iteration 4Q: 3 clusters Score -1237232 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1237423.000000 Penalty: 4555.669434
	Iteration 5Q: 3 clusters Score -1237423 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1237600.125000 Penalty: 4555.669434
	Iteration 6Q: 3 clusters Score -1237600 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1237779.250000 Penalty: 4555.669434
	Iteration 7Q: 3 clusters Score -1237779 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1237951.750000 Penalty: 4555.669434
	Iteration 8Q: 3 clusters Score -1237952 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1238138.000000 Penalty: 4555.669434
	Iteration 9Q: 3 clusters Score -1238138 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1238312.500000 Penalty: 4555.669434
	Iteration 10Q: 3 clusters Score -1238312 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1238456.500000 Penalty: 4555.669434
	Iteration 11Q: 3 clusters Score -1238456 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1238585.000000 Penalty: 4555.669434
	Iteration 12Q: 3 clusters Score -1238585 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1238711.125000 Penalty: 4555.669434
	Iteration 13Q: 3 clusters Score -1238711 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1238819.750000 Penalty: 4555.669434
	Iteration 14Q: 3 clusters Score -1238820 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1238905.625000 Penalty: 4555.669434
	Iteration 15Q: 3 clusters Score -1238906 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1238993.750000 Penalty: 4555.669434
	Iteration 16Q: 3 clusters Score -1238994 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1239092.750000 Penalty: 4555.669434
	Iteration 17Q: 3 clusters Score -1239093 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1239189.500000 Penalty: 4555.669434
	Iteration 18Q: 3 clusters Score -1239190 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1239255.375000 Penalty: 4555.669434
	Iteration 19Q: 3 clusters Score -1239255 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1239316.375000 Penalty: 4555.669434
	Iteration 20F: 3 clusters Score -1239316 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1239368.000000 Penalty: 4555.669434
	Iteration 21Q: 3 clusters Score -1239368 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1239417.000000 Penalty: 4555.669434
	Iteration 22Q: 3 clusters Score -1239417 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1239454.625000 Penalty: 4555.669434
	Iteration 23Q: 3 clusters Score -1239455 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1239486.375000 Penalty: 4555.669434
	Iteration 24Q: 3 clusters Score -1239486 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1239516.875000 Penalty: 4555.669434
	Iteration 25Q: 3 clusters Score -1239517 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1239544.875000 Penalty: 4555.669434
	Iteration 26Q: 3 clusters Score -1239545 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1239558.625000 Penalty: 4555.669434
	Iteration 27Q: 3 clusters Score -1239559 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1239571.250000 Penalty: 4555.669434
	Iteration 28Q: 3 clusters Score -1239571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1239585.125000 Penalty: 4555.669434
	Iteration 29Q: 3 clusters Score -1239585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1239593.625000 Penalty: 4555.669434
	Iteration 30Q: 3 clusters Score -1239594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1239599.500000 Penalty: 4555.669434
	Iteration 31Q: 3 clusters Score -1239600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1239604.375000 Penalty: 4555.669434
	Iteration 32Q: 3 clusters Score -1239604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1239609.625000 Penalty: 4555.669434
	Iteration 33Q: 3 clusters Score -1239610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1239616.000000 Penalty: 4555.669434
	Iteration 34Q: 3 clusters Score -1239616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1239618.250000 Penalty: 4555.669434
	Iteration 35Q: 3 clusters Score -1239618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1239620.250000 Penalty: 4555.669434
	Iteration 36Q: 3 clusters Score -1239620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1239622.625000 Penalty: 4555.669434
	Iteration 37Q: 3 clusters Score -1239623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1239625.875000 Penalty: 4555.669434
	Iteration 38Q: 3 clusters Score -1239626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1239627.750000 Penalty: 4555.669434
	Iteration 39Q: 3 clusters Score -1239628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1239629.000000 Penalty: 4555.669434
	Iteration 40F: 3 clusters Score -1239629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1239632.250000 Penalty: 4555.669434
	Iteration 41Q: 3 clusters Score -1239632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1239633.750000 Penalty: 4555.669434
	Iteration 42Q: 3 clusters Score -1239634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1239637.625000 Penalty: 4555.669434
	Iteration 43Q: 3 clusters Score -1239638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1239638.750000 Penalty: 4555.669434
	Iteration 44Q: 3 clusters Score -1239639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1239638.375000 Penalty: 4555.669434
	Iteration 45Q: 3 clusters Score -1239638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1239642.750000 Penalty: 4555.669434
	Iteration 46Q: 3 clusters Score -1239643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1239644.875000 Penalty: 4555.669434
	Iteration 47Q: 3 clusters Score -1239645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1239646.875000 Penalty: 4555.669434
	Iteration 48Q: 3 clusters Score -1239647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1239646.375000 Penalty: 4555.669434
	Iteration 49Q: 3 clusters Score -1239646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1239648.375000 Penalty: 4555.669434
	Iteration 50Q: 3 clusters Score -1239648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1239649.000000 Penalty: 4555.669434
	Iteration 51Q: 3 clusters Score -1239649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1239650.875000 Penalty: 4555.669434
	Iteration 52Q: 3 clusters Score -1239651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1239650.625000 Penalty: 4555.669434
	Iteration 53Q: 3 clusters Score -1239651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1239652.375000 Penalty: 4555.669434
	Iteration 54Q: 3 clusters Score -1239652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1239652.750000 Penalty: 4555.669434
	Iteration 55Q: 3 clusters Score -1239653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1239656.875000 Penalty: 4555.669434
	Iteration 56Q: 3 clusters Score -1239657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1239655.875000 Penalty: 4555.669434
	Iteration 57Q: 3 clusters Score -1239656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1239657.625000 Penalty: 4555.669434
	Iteration 58Q: 3 clusters Score -1239658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1239654.125000 Penalty: 4555.669434
	Iteration 59Q: 3 clusters Score -1239654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1239655.750000 Penalty: 4555.669434
	Iteration 60F: 3 clusters Score -1239656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1239657.625000 Penalty: 4555.669434
	Iteration 61Q: 3 clusters Score -1239658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1239661.750000 Penalty: 4555.669434
	Iteration 62Q: 3 clusters Score -1239662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1239661.500000 Penalty: 4555.669434
	Iteration 63Q: 3 clusters Score -1239662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1239663.500000 Penalty: 4555.669434
	Iteration 64Q: 3 clusters Score -1239664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1239664.750000 Penalty: 4555.669434
	Iteration 65Q: 3 clusters Score -1239665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1239665.500000 Penalty: 4555.669434
	Iteration 66Q: 3 clusters Score -1239666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1239663.625000 Penalty: 4555.669434
	Iteration 67Q: 3 clusters Score -1239664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1239664.500000 Penalty: 4555.669434
	Iteration 68Q: 3 clusters Score -1239664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1239664.125000 Penalty: 4555.669434
	Iteration 69Q: 3 clusters Score -1239664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1239664.750000 Penalty: 4555.669434
	Iteration 70Q: 3 clusters Score -1239665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1239663.250000 Penalty: 4555.669434
	Iteration 71Q: 3 clusters Score -1239663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1239663.250000 Penalty: 4555.669434
	Iteration 72F: 3 clusters Score -1239663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -64230.863281 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -64230.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62732.269531 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -62732.27 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62944.136719 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -62944.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62987.785156 Penalty: 3115.076416
	Iteration 2Q: 3 clusters Score -62987.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -63008.253906 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -63008.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -63026.347656 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -63026.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63054.472656 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -63054.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63090.640625 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -63090.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63126.921875 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -63126.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -63145.132812 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -63145.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63151.652344 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -63151.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63160.929688 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -63160.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -63172.027344 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -63172.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -63187.906250 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -63187.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -63198.792969 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -63198.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -63224.320312 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -63224.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -63283.117188 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -63283.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -63318.089844 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -63318.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -63378.910156 Penalty: 3115.076416
	Iteration 17Q: 3 clusters Score -63378.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -63429.511719 Penalty: 3115.076416
	Iteration 18Q: 3 clusters Score -63429.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -63483.019531 Penalty: 3115.076416
	Iteration 19Q: 3 clusters Score -63483.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -63525.554688 Penalty: 3115.076416
	Iteration 20F: 3 clusters Score -63525.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -63552.265625 Penalty: 3115.076416
	Iteration 21Q: 3 clusters Score -63552.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -63566.074219 Penalty: 3115.076416
	Iteration 22Q: 3 clusters Score -63566.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -63579.105469 Penalty: 3115.076416
	Iteration 23Q: 3 clusters Score -63579.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -63594.574219 Penalty: 3115.076416
	Iteration 24Q: 3 clusters Score -63594.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -63654.238281 Penalty: 3115.076416
	Iteration 25Q: 3 clusters Score -63654.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -63753.976562 Penalty: 3115.076416
	Iteration 26Q: 3 clusters Score -63753.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -63857.289062 Penalty: 3115.076416
	Iteration 27Q: 3 clusters Score -63857.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -63908.578125 Penalty: 3115.076416
	Iteration 28Q: 3 clusters Score -63908.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -64008.671875 Penalty: 3115.076416
	Iteration 29Q: 3 clusters Score -64008.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -64177.898438 Penalty: 3115.076416
	Iteration 30Q: 3 clusters Score -64177.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -64357.468750 Penalty: 3115.076416
	Iteration 31Q: 3 clusters Score -64357.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -64393.554688 Penalty: 3115.076416
	Iteration 32Q: 3 clusters Score -64393.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -64432.835938 Penalty: 3115.076416
	Iteration 33Q: 3 clusters Score -64432.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -64458.480469 Penalty: 3115.076416
	Iteration 34Q: 3 clusters Score -64458.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -64494.113281 Penalty: 3115.076416
	Iteration 35Q: 3 clusters Score -64494.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -64508.914062 Penalty: 3115.076416
	Iteration 36Q: 3 clusters Score -64508.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -64517.707031 Penalty: 3115.076416
	Iteration 37Q: 3 clusters Score -64517.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -64525.335938 Penalty: 3115.076416
	Iteration 38Q: 3 clusters Score -64525.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -64536.730469 Penalty: 3115.076416
	Iteration 39Q: 3 clusters Score -64536.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -64543.511719 Penalty: 3115.076416
	Iteration 40F: 3 clusters Score -64543.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -64568.589844 Penalty: 3115.076416
	Iteration 41Q: 3 clusters Score -64568.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -64595.398438 Penalty: 3115.076416
	Iteration 42Q: 3 clusters Score -64595.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -64600.636719 Penalty: 3115.076416
	Iteration 43Q: 3 clusters Score -64600.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -64600.636719 Penalty: 3115.076416
	Iteration 44F: 3 clusters Score -64600.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 21694 members 
Mstep: Class 4 contains 87207 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31232 members 
Mstep: Class 8 contains 4708 members 
Mstep: Class 9 contains 159479 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26449 members 
Mstep: Class 12 contains 20250 members 
Mstep: Class 13 contains 165016 members 
Mstep: Class 14 contains 21715 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7350 members 
Mstep: Class 17 contains 64509 members 
Mstep: Class 18 contains 37208 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7339 members 
Mstep: Class 21 contains 3493 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5719 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7416 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9748 members 
Mstep: Class 30 contains 403 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13932 members 
Mstep: Class 34 contains 6488 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10503 members 
Mstep: Class 37 contains 131 members 
Entering Unmasked Estep 
Score: -100903224.000000 Penalty: 124296.320312
Splitting cluster 30 changes total score from -100904712.000000 to -100903224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -59463.003906 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -59463 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 241 members 
Entering Unmasked Estep 
Score: -57970.484375 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -57970.48 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -58240.953125 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -58240.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -58392.410156 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -58392.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58437.511719 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -58437.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58449.554688 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -58449.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58456.539062 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -58456.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58460.363281 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -58460.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58463.753906 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -58463.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58469.640625 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -58469.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58471.664062 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -58471.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58478.058594 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -58478.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58485.445312 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -58485.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58489.156250 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -58489.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58489.156250 Penalty: 3060.126709
	Iteration 13F: 3 clusters Score -58489.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Entering Unmasked Estep 
Score: -198781.343750 Penalty: 1821.650513
	Iteration 0F: 2 clusters Score -198781.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -196497.250000 Penalty: 3643.301025
	Iteration 0F: 3 clusters Score -196497.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -196960.078125 Penalty: 3643.301025
	Iteration 1F: 3 clusters Score -196960.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -197111.875000 Penalty: 3643.301025
	Iteration 2F: 3 clusters Score -197111.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -197218.093750 Penalty: 3643.301025
	Iteration 3F: 3 clusters Score -197218.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -197321.265625 Penalty: 3643.301025
	Iteration 4Q: 3 clusters Score -197321.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -197394.062500 Penalty: 3643.301025
	Iteration 5Q: 3 clusters Score -197394.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -197489.328125 Penalty: 3643.301025
	Iteration 6Q: 3 clusters Score -197489.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -197573.468750 Penalty: 3643.301025
	Iteration 7Q: 3 clusters Score -197573.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -197620.015625 Penalty: 3643.301025
	Iteration 8Q: 3 clusters Score -197620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -197653.578125 Penalty: 3643.301025
	Iteration 9Q: 3 clusters Score -197653.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -197685.296875 Penalty: 3643.301025
	Iteration 10Q: 3 clusters Score -197685.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -197709.703125 Penalty: 3643.301025
	Iteration 11Q: 3 clusters Score -197709.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -197727.140625 Penalty: 3643.301025
	Iteration 12Q: 3 clusters Score -197727.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -197747.703125 Penalty: 3643.301025
	Iteration 13Q: 3 clusters Score -197747.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -197766.109375 Penalty: 3643.301025
	Iteration 14Q: 3 clusters Score -197766.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -197781.750000 Penalty: 3643.301025
	Iteration 15Q: 3 clusters Score -197781.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -197788.500000 Penalty: 3643.301025
	Iteration 16Q: 3 clusters Score -197788.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -197794.812500 Penalty: 3643.301025
	Iteration 17Q: 3 clusters Score -197794.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -197799.343750 Penalty: 3643.301025
	Iteration 18Q: 3 clusters Score -197799.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -197801.671875 Penalty: 3643.301025
	Iteration 19Q: 3 clusters Score -197801.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -197809.234375 Penalty: 3643.301025
	Iteration 20F: 3 clusters Score -197809.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -197818.718750 Penalty: 3643.301025
	Iteration 21Q: 3 clusters Score -197818.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -197824.187500 Penalty: 3643.301025
	Iteration 22Q: 3 clusters Score -197824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -197825.937500 Penalty: 3643.301025
	Iteration 23Q: 3 clusters Score -197825.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -197825.937500 Penalty: 3643.301025
	Iteration 24F: 3 clusters Score -197825.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Entering Unmasked Estep 
Score: -1900580.125000 Penalty: 2366.402100
	Iteration 0F: 2 clusters Score -1900580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1890444.625000 Penalty: 4732.804199
	Iteration 0F: 3 clusters Score -1890445 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1893695.750000 Penalty: 4732.804199
	Iteration 1F: 3 clusters Score -1893696 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1894223.125000 Penalty: 4732.804199
	Iteration 2F: 3 clusters Score -1894223 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1894680.750000 Penalty: 4732.804199
	Iteration 3F: 3 clusters Score -1894681 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1895035.625000 Penalty: 4732.804199
	Iteration 4F: 3 clusters Score -1895036 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1895331.125000 Penalty: 4732.804199
	Iteration 5Q: 3 clusters Score -1895331 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1895589.375000 Penalty: 4732.804199
	Iteration 6Q: 3 clusters Score -1895589 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1895859.000000 Penalty: 4732.804199
	Iteration 7Q: 3 clusters Score -1895859 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1896119.125000 Penalty: 4732.804199
	Iteration 8Q: 3 clusters Score -1896119 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1896364.625000 Penalty: 4732.804199
	Iteration 9Q: 3 clusters Score -1896365 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1896606.250000 Penalty: 4732.804199
	Iteration 10Q: 3 clusters Score -1896606 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1896849.750000 Penalty: 4732.804199
	Iteration 11Q: 3 clusters Score -1896850 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1897072.250000 Penalty: 4732.804199
	Iteration 12Q: 3 clusters Score -1897072 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1897256.000000 Penalty: 4732.804199
	Iteration 13Q: 3 clusters Score -1897256 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1897423.875000 Penalty: 4732.804199
	Iteration 14Q: 3 clusters Score -1897424 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1897619.125000 Penalty: 4732.804199
	Iteration 15Q: 3 clusters Score -1897619 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1897841.875000 Penalty: 4732.804199
	Iteration 16Q: 3 clusters Score -1897842 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1898038.250000 Penalty: 4732.804199
	Iteration 17Q: 3 clusters Score -1898038 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1898228.000000 Penalty: 4732.804199
	Iteration 18Q: 3 clusters Score -1898228 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1898378.750000 Penalty: 4732.804199
	Iteration 19Q: 3 clusters Score -1898379 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1898515.500000 Penalty: 4732.804199
	Iteration 20F: 3 clusters Score -1898516 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1898615.875000 Penalty: 4732.804199
	Iteration 21Q: 3 clusters Score -1898616 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1898681.625000 Penalty: 4732.804199
	Iteration 22Q: 3 clusters Score -1898682 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1898742.500000 Penalty: 4732.804199
	Iteration 23Q: 3 clusters Score -1898742 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1898806.750000 Penalty: 4732.804199
	Iteration 24Q: 3 clusters Score -1898807 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1898857.750000 Penalty: 4732.804199
	Iteration 25Q: 3 clusters Score -1898858 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1898920.500000 Penalty: 4732.804199
	Iteration 26Q: 3 clusters Score -1898920 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1898984.625000 Penalty: 4732.804199
	Iteration 27Q: 3 clusters Score -1898985 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1899040.375000 Penalty: 4732.804199
	Iteration 28Q: 3 clusters Score -1899040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1899073.375000 Penalty: 4732.804199
	Iteration 29Q: 3 clusters Score -1899073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1899105.750000 Penalty: 4732.804199
	Iteration 30Q: 3 clusters Score -1899106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1899142.000000 Penalty: 4732.804199
	Iteration 31Q: 3 clusters Score -1899142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1899179.000000 Penalty: 4732.804199
	Iteration 32Q: 3 clusters Score -1899179 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1899200.375000 Penalty: 4732.804199
	Iteration 33Q: 3 clusters Score -1899200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1899216.125000 Penalty: 4732.804199
	Iteration 34Q: 3 clusters Score -1899216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1899219.500000 Penalty: 4732.804199
	Iteration 35Q: 3 clusters Score -1899220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1899225.000000 Penalty: 4732.804199
	Iteration 36Q: 3 clusters Score -1899225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1899236.375000 Penalty: 4732.804199
	Iteration 37Q: 3 clusters Score -1899236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1899243.500000 Penalty: 4732.804199
	Iteration 38Q: 3 clusters Score -1899244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1899248.375000 Penalty: 4732.804199
	Iteration 39Q: 3 clusters Score -1899248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1899249.000000 Penalty: 4732.804199
	Iteration 40F: 3 clusters Score -1899249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1899248.625000 Penalty: 4732.804199
	Iteration 41Q: 3 clusters Score -1899249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1899247.125000 Penalty: 4732.804199
	Iteration 42Q: 3 clusters Score -1899247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1899248.250000 Penalty: 4732.804199
	Iteration 43Q: 3 clusters Score -1899248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1899248.750000 Penalty: 4732.804199
	Iteration 44Q: 3 clusters Score -1899249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1899248.750000 Penalty: 4732.804199
	Iteration 45F: 3 clusters Score -1899249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Entering Unmasked Estep 
Score: -874986.812500 Penalty: 2176.872070
	Iteration 0F: 2 clusters Score -874986.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -869564.625000 Penalty: 4353.744141
	Iteration 0F: 3 clusters Score -869564.6 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -871017.437500 Penalty: 4353.744141
	Iteration 1F: 3 clusters Score -871017.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -871280.750000 Penalty: 4353.744141
	Iteration 2F: 3 clusters Score -871280.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -871473.875000 Penalty: 4353.744141
	Iteration 3F: 3 clusters Score -871473.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -871633.687500 Penalty: 4353.744141
	Iteration 4Q: 3 clusters Score -871633.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -871773.937500 Penalty: 4353.744141
	Iteration 5Q: 3 clusters Score -871773.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -871902.812500 Penalty: 4353.744141
	Iteration 6Q: 3 clusters Score -871902.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -872022.562500 Penalty: 4353.744141
	Iteration 7Q: 3 clusters Score -872022.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -872114.500000 Penalty: 4353.744141
	Iteration 8Q: 3 clusters Score -872114.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -872200.625000 Penalty: 4353.744141
	Iteration 9Q: 3 clusters Score -872200.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -872265.625000 Penalty: 4353.744141
	Iteration 10Q: 3 clusters Score -872265.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -872316.687500 Penalty: 4353.744141
	Iteration 11Q: 3 clusters Score -872316.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -872359.500000 Penalty: 4353.744141
	Iteration 12Q: 3 clusters Score -872359.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -872410.750000 Penalty: 4353.744141
	Iteration 13Q: 3 clusters Score -872410.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -872458.500000 Penalty: 4353.744141
	Iteration 14Q: 3 clusters Score -872458.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -872492.937500 Penalty: 4353.744141
	Iteration 15Q: 3 clusters Score -872492.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -872531.000000 Penalty: 4353.744141
	Iteration 16Q: 3 clusters Score -872531 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -872568.250000 Penalty: 4353.744141
	Iteration 17Q: 3 clusters Score -872568.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -872605.812500 Penalty: 4353.744141
	Iteration 18Q: 3 clusters Score -872605.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -872637.062500 Penalty: 4353.744141
	Iteration 19Q: 3 clusters Score -872637.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -872665.312500 Penalty: 4353.744141
	Iteration 20F: 3 clusters Score -872665.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -872698.687500 Penalty: 4353.744141
	Iteration 21Q: 3 clusters Score -872698.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -872733.812500 Penalty: 4353.744141
	Iteration 22Q: 3 clusters Score -872733.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -872777.437500 Penalty: 4353.744141
	Iteration 23Q: 3 clusters Score -872777.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -872810.312500 Penalty: 4353.744141
	Iteration 24Q: 3 clusters Score -872810.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -872839.750000 Penalty: 4353.744141
	Iteration 25Q: 3 clusters Score -872839.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -872868.125000 Penalty: 4353.744141
	Iteration 26Q: 3 clusters Score -872868.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -872892.125000 Penalty: 4353.744141
	Iteration 27Q: 3 clusters Score -872892.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -872906.812500 Penalty: 4353.744141
	Iteration 28Q: 3 clusters Score -872906.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -872918.562500 Penalty: 4353.744141
	Iteration 29Q: 3 clusters Score -872918.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -872933.000000 Penalty: 4353.744141
	Iteration 30Q: 3 clusters Score -872933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -872947.937500 Penalty: 4353.744141
	Iteration 31Q: 3 clusters Score -872947.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -872959.000000 Penalty: 4353.744141
	Iteration 32Q: 3 clusters Score -872959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -872963.937500 Penalty: 4353.744141
	Iteration 33Q: 3 clusters Score -872963.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -872969.625000 Penalty: 4353.744141
	Iteration 34Q: 3 clusters Score -872969.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -872977.750000 Penalty: 4353.744141
	Iteration 35Q: 3 clusters Score -872977.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -872984.125000 Penalty: 4353.744141
	Iteration 36Q: 3 clusters Score -872984.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -872990.125000 Penalty: 4353.744141
	Iteration 37Q: 3 clusters Score -872990.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -872996.187500 Penalty: 4353.744141
	Iteration 38Q: 3 clusters Score -872996.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -873003.125000 Penalty: 4353.744141
	Iteration 39Q: 3 clusters Score -873003.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -873006.562500 Penalty: 4353.744141
	Iteration 40F: 3 clusters Score -873006.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -873014.125000 Penalty: 4353.744141
	Iteration 41Q: 3 clusters Score -873014.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -873020.250000 Penalty: 4353.744141
	Iteration 42Q: 3 clusters Score -873020.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -873025.250000 Penalty: 4353.744141
	Iteration 43Q: 3 clusters Score -873025.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -873029.062500 Penalty: 4353.744141
	Iteration 44Q: 3 clusters Score -873029.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -873034.562500 Penalty: 4353.744141
	Iteration 45Q: 3 clusters Score -873034.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -873039.625000 Penalty: 4353.744141
	Iteration 46Q: 3 clusters Score -873039.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -873046.750000 Penalty: 4353.744141
	Iteration 47Q: 3 clusters Score -873046.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -873051.500000 Penalty: 4353.744141
	Iteration 48Q: 3 clusters Score -873051.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -873056.375000 Penalty: 4353.744141
	Iteration 49Q: 3 clusters Score -873056.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -873058.562500 Penalty: 4353.744141
	Iteration 50Q: 3 clusters Score -873058.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -873060.250000 Penalty: 4353.744141
	Iteration 51Q: 3 clusters Score -873060.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -873064.500000 Penalty: 4353.744141
	Iteration 52Q: 3 clusters Score -873064.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -873068.187500 Penalty: 4353.744141
	Iteration 53Q: 3 clusters Score -873068.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -873069.625000 Penalty: 4353.744141
	Iteration 54Q: 3 clusters Score -873069.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -873072.187500 Penalty: 4353.744141
	Iteration 55Q: 3 clusters Score -873072.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -873075.250000 Penalty: 4353.744141
	Iteration 56Q: 3 clusters Score -873075.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -873076.375000 Penalty: 4353.744141
	Iteration 57Q: 3 clusters Score -873076.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -873077.250000 Penalty: 4353.744141
	Iteration 58Q: 3 clusters Score -873077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -873078.437500 Penalty: 4353.744141
	Iteration 59Q: 3 clusters Score -873078.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -873080.750000 Penalty: 4353.744141
	Iteration 60F: 3 clusters Score -873080.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -873080.062500 Penalty: 4353.744141
	Iteration 61Q: 3 clusters Score -873080.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -873080.062500 Penalty: 4353.744141
	Iteration 62F: 3 clusters Score -873080.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -62351.671875 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -62351.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60820.710938 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -60820.71 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61072.320312 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -61072.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61168.691406 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -61168.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61235.460938 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -61235.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61265.714844 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -61265.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61293.472656 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -61293.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61312.890625 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -61312.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61335.375000 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -61335.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61366.148438 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -61366.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61399.519531 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -61399.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61423.246094 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -61423.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -61436.921875 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -61436.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -61445.320312 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -61445.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61450.949219 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -61450.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61453.566406 Penalty: 3107.589355
	Iteration 14Q: 3 clusters Score -61453.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61453.566406 Penalty: 3107.589355
	Iteration 15F: 3 clusters Score -61453.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Entering Unmasked Estep 
Score: -1299323.375000 Penalty: 2296.335205
	Iteration 0F: 2 clusters Score -1299323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1291398.000000 Penalty: 4592.670410
	Iteration 0F: 3 clusters Score -1291398 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1293926.125000 Penalty: 4592.670410
	Iteration 1F: 3 clusters Score -1293926 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1294499.500000 Penalty: 4592.670410
	Iteration 2F: 3 clusters Score -1294500 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1295042.250000 Penalty: 4592.670410
	Iteration 3F: 3 clusters Score -1295042 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1295539.500000 Penalty: 4592.670410
	Iteration 4F: 3 clusters Score -1295540 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1295953.125000 Penalty: 4592.670410
	Iteration 5F: 3 clusters Score -1295953 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1296323.000000 Penalty: 4592.670410
	Iteration 6F: 3 clusters Score -1296323 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1296623.250000 Penalty: 4592.670410
	Iteration 7Q: 3 clusters Score -1296623 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1296879.250000 Penalty: 4592.670410
	Iteration 8Q: 3 clusters Score -1296879 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1297101.250000 Penalty: 4592.670410
	Iteration 9Q: 3 clusters Score -1297101 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1297278.750000 Penalty: 4592.670410
	Iteration 10Q: 3 clusters Score -1297279 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1297420.250000 Penalty: 4592.670410
	Iteration 11Q: 3 clusters Score -1297420 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1297530.125000 Penalty: 4592.670410
	Iteration 12Q: 3 clusters Score -1297530 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1297615.875000 Penalty: 4592.670410
	Iteration 13Q: 3 clusters Score -1297616 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1297678.875000 Penalty: 4592.670410
	Iteration 14Q: 3 clusters Score -1297679 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1297728.250000 Penalty: 4592.670410
	Iteration 15Q: 3 clusters Score -1297728 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1297774.875000 Penalty: 4592.670410
	Iteration 16Q: 3 clusters Score -1297775 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1297826.625000 Penalty: 4592.670410
	Iteration 17Q: 3 clusters Score -1297827 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1297874.000000 Penalty: 4592.670410
	Iteration 18Q: 3 clusters Score -1297874 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1297892.750000 Penalty: 4592.670410
	Iteration 19Q: 3 clusters Score -1297893 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1297917.500000 Penalty: 4592.670410
	Iteration 20F: 3 clusters Score -1297918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1297939.000000 Penalty: 4592.670410
	Iteration 21Q: 3 clusters Score -1297939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1297961.250000 Penalty: 4592.670410
	Iteration 22Q: 3 clusters Score -1297961 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1297985.875000 Penalty: 4592.670410
	Iteration 23Q: 3 clusters Score -1297986 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1298014.000000 Penalty: 4592.670410
	Iteration 24Q: 3 clusters Score -1298014 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1298039.000000 Penalty: 4592.670410
	Iteration 25Q: 3 clusters Score -1298039 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1298064.875000 Penalty: 4592.670410
	Iteration 26Q: 3 clusters Score -1298065 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1298100.125000 Penalty: 4592.670410
	Iteration 27Q: 3 clusters Score -1298100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1298128.125000 Penalty: 4592.670410
	Iteration 28Q: 3 clusters Score -1298128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1298147.500000 Penalty: 4592.670410
	Iteration 29Q: 3 clusters Score -1298148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1298156.250000 Penalty: 4592.670410
	Iteration 30Q: 3 clusters Score -1298156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1298170.000000 Penalty: 4592.670410
	Iteration 31Q: 3 clusters Score -1298170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1298178.125000 Penalty: 4592.670410
	Iteration 32Q: 3 clusters Score -1298178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1298183.000000 Penalty: 4592.670410
	Iteration 33Q: 3 clusters Score -1298183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1298184.625000 Penalty: 4592.670410
	Iteration 34Q: 3 clusters Score -1298185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1298189.000000 Penalty: 4592.670410
	Iteration 35Q: 3 clusters Score -1298189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1298187.500000 Penalty: 4592.670410
	Iteration 36Q: 3 clusters Score -1298188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1298188.375000 Penalty: 4592.670410
	Iteration 37Q: 3 clusters Score -1298188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1298191.000000 Penalty: 4592.670410
	Iteration 38Q: 3 clusters Score -1298191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1298190.000000 Penalty: 4592.670410
	Iteration 39Q: 3 clusters Score -1298190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1298194.500000 Penalty: 4592.670410
	Iteration 40F: 3 clusters Score -1298194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1298196.250000 Penalty: 4592.670410
	Iteration 41Q: 3 clusters Score -1298196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1298195.875000 Penalty: 4592.670410
	Iteration 42Q: 3 clusters Score -1298196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1298196.500000 Penalty: 4592.670410
	Iteration 43Q: 3 clusters Score -1298196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1298196.000000 Penalty: 4592.670410
	Iteration 44Q: 3 clusters Score -1298196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1298198.750000 Penalty: 4592.670410
	Iteration 45Q: 3 clusters Score -1298199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1298198.375000 Penalty: 4592.670410
	Iteration 46Q: 3 clusters Score -1298198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1298200.625000 Penalty: 4592.670410
	Iteration 47Q: 3 clusters Score -1298201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1298201.250000 Penalty: 4592.670410
	Iteration 48Q: 3 clusters Score -1298201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1298203.125000 Penalty: 4592.670410
	Iteration 49Q: 3 clusters Score -1298203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1298203.125000 Penalty: 4592.670410
	Iteration 50F: 3 clusters Score -1298203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 21694 members 
Mstep: Class 4 contains 87207 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31232 members 
Mstep: Class 8 contains 4708 members 
Mstep: Class 9 contains 159479 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26449 members 
Mstep: Class 12 contains 20250 members 
Mstep: Class 13 contains 165016 members 
Mstep: Class 14 contains 21715 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7350 members 
Mstep: Class 17 contains 64509 members 
Mstep: Class 18 contains 37208 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7339 members 
Mstep: Class 21 contains 3493 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5719 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7416 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9748 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13932 members 
Mstep: Class 34 contains 6488 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904728.000000 Penalty: 120936.960938
Iteration 159Q: 37 clusters Score -1.009047e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6740 members 
Mstep: Class 3 contains 21696 members 
Mstep: Class 4 contains 87207 members 
Mstep: Class 5 contains 4224 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31230 members 
Mstep: Class 8 contains 4707 members 
Mstep: Class 9 contains 159475 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26449 members 
Mstep: Class 12 contains 20255 members 
Mstep: Class 13 contains 165017 members 
Mstep: Class 14 contains 21716 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7352 members 
Mstep: Class 17 contains 64506 members 
Mstep: Class 18 contains 37208 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 7340 members 
Mstep: Class 21 contains 3489 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5720 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7420 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 9747 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13931 members 
Mstep: Class 34 contains 6488 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904808.000000 Penalty: 120936.960938
Iteration 160F: 37 clusters Score -1.009048e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6740 members 
Mstep: Class 3 contains 21697 members 
Mstep: Class 4 contains 87208 members 
Mstep: Class 5 contains 4224 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31231 members 
Mstep: Class 8 contains 4706 members 
Mstep: Class 9 contains 159475 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26448 members 
Mstep: Class 12 contains 20254 members 
Mstep: Class 13 contains 165015 members 
Mstep: Class 14 contains 21718 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7349 members 
Mstep: Class 17 contains 64507 members 
Mstep: Class 18 contains 37208 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 3484 members 
Mstep: Class 22 contains 10512 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 5721 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7423 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 9751 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13931 members 
Mstep: Class 34 contains 6488 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904808.000000 Penalty: 120936.960938
Iteration 161Q: 37 clusters Score -1.009048e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 21698 members 
Mstep: Class 4 contains 87207 members 
Mstep: Class 5 contains 4224 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31230 members 
Mstep: Class 8 contains 4708 members 
Mstep: Class 9 contains 159475 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26448 members 
Mstep: Class 12 contains 20255 members 
Mstep: Class 13 contains 165016 members 
Mstep: Class 14 contains 21722 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7344 members 
Mstep: Class 17 contains 64507 members 
Mstep: Class 18 contains 37207 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5716 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7429 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 9754 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13931 members 
Mstep: Class 34 contains 6489 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904768.000000 Penalty: 120936.960938
Iteration 162Q: 37 clusters Score -1.009048e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6740 members 
Mstep: Class 3 contains 21703 members 
Mstep: Class 4 contains 87207 members 
Mstep: Class 5 contains 4224 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31233 members 
Mstep: Class 8 contains 4705 members 
Mstep: Class 9 contains 159473 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26448 members 
Mstep: Class 12 contains 20256 members 
Mstep: Class 13 contains 165015 members 
Mstep: Class 14 contains 21724 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7345 members 
Mstep: Class 17 contains 64507 members 
Mstep: Class 18 contains 37205 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 3474 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5714 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7433 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 9754 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13932 members 
Mstep: Class 34 contains 6490 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904752.000000 Penalty: 120936.960938
Iteration 163Q: 37 clusters Score -1.009048e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6740 members 
Mstep: Class 3 contains 21704 members 
Mstep: Class 4 contains 87206 members 
Mstep: Class 5 contains 4224 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31231 members 
Mstep: Class 8 contains 4703 members 
Mstep: Class 9 contains 159473 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26448 members 
Mstep: Class 12 contains 20260 members 
Mstep: Class 13 contains 165014 members 
Mstep: Class 14 contains 21723 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7344 members 
Mstep: Class 17 contains 64507 members 
Mstep: Class 18 contains 37205 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 3476 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5712 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7435 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 9754 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13932 members 
Mstep: Class 34 contains 6491 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904784.000000 Penalty: 120936.960938
Iteration 164Q: 37 clusters Score -1.009048e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 21704 members 
Mstep: Class 4 contains 87201 members 
Mstep: Class 5 contains 4223 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31229 members 
Mstep: Class 8 contains 4702 members 
Mstep: Class 9 contains 159472 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26448 members 
Mstep: Class 12 contains 20265 members 
Mstep: Class 13 contains 165014 members 
Mstep: Class 14 contains 21725 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7343 members 
Mstep: Class 17 contains 64507 members 
Mstep: Class 18 contains 37205 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 3478 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5707 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7438 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 9757 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13932 members 
Mstep: Class 34 contains 6491 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904728.000000 Penalty: 120936.960938
Iteration 165Q: 37 clusters Score -1.009047e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6742 members 
Mstep: Class 3 contains 21704 members 
Mstep: Class 4 contains 87198 members 
Mstep: Class 5 contains 4219 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31237 members 
Mstep: Class 8 contains 4701 members 
Mstep: Class 9 contains 159471 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26448 members 
Mstep: Class 12 contains 20267 members 
Mstep: Class 13 contains 165013 members 
Mstep: Class 14 contains 21727 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 7339 members 
Mstep: Class 17 contains 64508 members 
Mstep: Class 18 contains 37205 members 
Mstep: Class 19 contains 11589 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 3478 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5702 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7443 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 9759 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13932 members 
Mstep: Class 34 contains 6491 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904688.000000 Penalty: 120936.960938
Iteration 166Q: 37 clusters Score -1.009047e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6742 members 
Mstep: Class 3 contains 21703 members 
Mstep: Class 4 contains 87195 members 
Mstep: Class 5 contains 4215 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31244 members 
Mstep: Class 8 contains 4700 members 
Mstep: Class 9 contains 159472 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26448 members 
Mstep: Class 12 contains 20276 members 
Mstep: Class 13 contains 165013 members 
Mstep: Class 14 contains 21727 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 7336 members 
Mstep: Class 17 contains 64506 members 
Mstep: Class 18 contains 37205 members 
Mstep: Class 19 contains 11589 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 3477 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5692 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7449 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 9761 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13932 members 
Mstep: Class 34 contains 6491 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904656.000000 Penalty: 120936.960938
Iteration 167Q: 37 clusters Score -1.009047e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 21705 members 
Mstep: Class 4 contains 87196 members 
Mstep: Class 5 contains 4212 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31250 members 
Mstep: Class 8 contains 4698 members 
Mstep: Class 9 contains 159470 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26448 members 
Mstep: Class 12 contains 20286 members 
Mstep: Class 13 contains 165012 members 
Mstep: Class 14 contains 21727 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 64504 members 
Mstep: Class 18 contains 37205 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 3475 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5682 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 9760 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13932 members 
Mstep: Class 34 contains 6491 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904624.000000 Penalty: 120936.960938
Iteration 168Q: 37 clusters Score -1.009046e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6746 members 
Mstep: Class 3 contains 21707 members 
Mstep: Class 4 contains 87194 members 
Mstep: Class 5 contains 4209 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31254 members 
Mstep: Class 8 contains 4695 members 
Mstep: Class 9 contains 159471 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26447 members 
Mstep: Class 12 contains 20297 members 
Mstep: Class 13 contains 165011 members 
Mstep: Class 14 contains 21727 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 7327 members 
Mstep: Class 17 contains 64499 members 
Mstep: Class 18 contains 37205 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 3473 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5671 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7471 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 9758 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13932 members 
Mstep: Class 34 contains 6491 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904648.000000 Penalty: 120936.960938
Iteration 169Q: 37 clusters Score -1.009046e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 21710 members 
Mstep: Class 4 contains 87191 members 
Mstep: Class 5 contains 4208 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31254 members 
Mstep: Class 8 contains 4694 members 
Mstep: Class 9 contains 159464 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26447 members 
Mstep: Class 12 contains 20308 members 
Mstep: Class 13 contains 165011 members 
Mstep: Class 14 contains 21728 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7316 members 
Mstep: Class 17 contains 64502 members 
Mstep: Class 18 contains 37205 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 3474 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5661 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7484 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 9757 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13932 members 
Mstep: Class 34 contains 6491 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904680.000000 Penalty: 120936.960938
Iteration 170Q: 37 clusters Score -1.009047e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 21713 members 
Mstep: Class 4 contains 87190 members 
Mstep: Class 5 contains 4208 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31251 members 
Mstep: Class 8 contains 4694 members 
Mstep: Class 9 contains 159460 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26447 members 
Mstep: Class 12 contains 20324 members 
Mstep: Class 13 contains 165011 members 
Mstep: Class 14 contains 21729 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7310 members 
Mstep: Class 17 contains 64503 members 
Mstep: Class 18 contains 37205 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5648 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7490 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9759 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13932 members 
Mstep: Class 34 contains 6492 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904728.000000 Penalty: 120936.960938
Iteration 171Q: 37 clusters Score -1.009047e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6748 members 
Mstep: Class 3 contains 21715 members 
Mstep: Class 4 contains 87186 members 
Mstep: Class 5 contains 4207 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31247 members 
Mstep: Class 8 contains 4695 members 
Mstep: Class 9 contains 159459 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26447 members 
Mstep: Class 12 contains 20337 members 
Mstep: Class 13 contains 165008 members 
Mstep: Class 14 contains 21731 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7306 members 
Mstep: Class 17 contains 64501 members 
Mstep: Class 18 contains 37206 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 3472 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5637 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7496 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9762 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13933 members 
Mstep: Class 34 contains 6491 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904792.000000 Penalty: 120936.960938
Iteration 172Q: 37 clusters Score -1.009048e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6752 members 
Mstep: Class 3 contains 21715 members 
Mstep: Class 4 contains 87185 members 
Mstep: Class 5 contains 4203 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31246 members 
Mstep: Class 8 contains 4699 members 
Mstep: Class 9 contains 159457 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26446 members 
Mstep: Class 12 contains 20340 members 
Mstep: Class 13 contains 165008 members 
Mstep: Class 14 contains 21734 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7305 members 
Mstep: Class 17 contains 64499 members 
Mstep: Class 18 contains 37206 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 3469 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5632 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7500 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9763 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13933 members 
Mstep: Class 34 contains 6491 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904848.000000 Penalty: 120936.960938
Iteration 173Q: 37 clusters Score -1.009048e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6754 members 
Mstep: Class 3 contains 21717 members 
Mstep: Class 4 contains 87186 members 
Mstep: Class 5 contains 4202 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31253 members 
Mstep: Class 8 contains 4697 members 
Mstep: Class 9 contains 159450 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26446 members 
Mstep: Class 12 contains 20353 members 
Mstep: Class 13 contains 165008 members 
Mstep: Class 14 contains 21735 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 7305 members 
Mstep: Class 17 contains 64495 members 
Mstep: Class 18 contains 37206 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 3466 members 
Mstep: Class 22 contains 10512 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5618 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7504 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9763 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13932 members 
Mstep: Class 34 contains 6492 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904816.000000 Penalty: 120936.960938
Iteration 174Q: 37 clusters Score -1.009048e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6757 members 
Mstep: Class 3 contains 21719 members 
Mstep: Class 4 contains 87185 members 
Mstep: Class 5 contains 4203 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31258 members 
Mstep: Class 8 contains 4692 members 
Mstep: Class 9 contains 159444 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26446 members 
Mstep: Class 12 contains 20358 members 
Mstep: Class 13 contains 165011 members 
Mstep: Class 14 contains 21736 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 7303 members 
Mstep: Class 17 contains 64494 members 
Mstep: Class 18 contains 37207 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 3466 members 
Mstep: Class 22 contains 10512 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5605 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7510 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9764 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13932 members 
Mstep: Class 34 contains 6492 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904848.000000 Penalty: 120936.960938
Iteration 175Q: 37 clusters Score -1.009048e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6756 members 
Mstep: Class 3 contains 21723 members 
Mstep: Class 4 contains 87184 members 
Mstep: Class 5 contains 4202 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31262 members 
Mstep: Class 8 contains 4691 members 
Mstep: Class 9 contains 159442 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26446 members 
Mstep: Class 12 contains 20359 members 
Mstep: Class 13 contains 165013 members 
Mstep: Class 14 contains 21735 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 64489 members 
Mstep: Class 18 contains 37207 members 
Mstep: Class 19 contains 11589 members 
Mstep: Class 20 contains 7342 members 
Mstep: Class 21 contains 3463 members 
Mstep: Class 22 contains 10512 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5601 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7518 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9765 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13933 members 
Mstep: Class 34 contains 6492 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904856.000000 Penalty: 120936.960938
Iteration 176Q: 37 clusters Score -1.009049e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6758 members 
Mstep: Class 3 contains 21727 members 
Mstep: Class 4 contains 87182 members 
Mstep: Class 5 contains 4198 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31262 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 159439 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26446 members 
Mstep: Class 12 contains 20357 members 
Mstep: Class 13 contains 165016 members 
Mstep: Class 14 contains 21736 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 7299 members 
Mstep: Class 17 contains 64491 members 
Mstep: Class 18 contains 37208 members 
Mstep: Class 19 contains 11589 members 
Mstep: Class 20 contains 7343 members 
Mstep: Class 21 contains 3458 members 
Mstep: Class 22 contains 10512 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5593 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7527 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9769 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13934 members 
Mstep: Class 34 contains 6492 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904936.000000 Penalty: 120936.960938
Iteration 177Q: 37 clusters Score -1.009049e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6758 members 
Mstep: Class 3 contains 21731 members 
Mstep: Class 4 contains 87183 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31265 members 
Mstep: Class 8 contains 4688 members 
Mstep: Class 9 contains 159438 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26446 members 
Mstep: Class 12 contains 20365 members 
Mstep: Class 13 contains 165016 members 
Mstep: Class 14 contains 21735 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 7299 members 
Mstep: Class 17 contains 64492 members 
Mstep: Class 18 contains 37208 members 
Mstep: Class 19 contains 11589 members 
Mstep: Class 20 contains 7344 members 
Mstep: Class 21 contains 3447 members 
Mstep: Class 22 contains 10512 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7538 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9770 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13935 members 
Mstep: Class 34 contains 6492 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904912.000000 Penalty: 120936.960938
Iteration 178Q: 37 clusters Score -1.009049e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6759 members 
Mstep: Class 3 contains 21734 members 
Mstep: Class 4 contains 87183 members 
Mstep: Class 5 contains 4191 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31273 members 
Mstep: Class 8 contains 4686 members 
Mstep: Class 9 contains 159441 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26446 members 
Mstep: Class 12 contains 20373 members 
Mstep: Class 13 contains 165015 members 
Mstep: Class 14 contains 21735 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 7307 members 
Mstep: Class 17 contains 64495 members 
Mstep: Class 18 contains 37207 members 
Mstep: Class 19 contains 11588 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3437 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5552 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7546 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9771 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13934 members 
Mstep: Class 34 contains 6492 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904880.000000 Penalty: 120936.960938
Iteration 179Q: 37 clusters Score -1.009049e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6760 members 
Mstep: Class 3 contains 21738 members 
Mstep: Class 4 contains 87183 members 
Mstep: Class 5 contains 4187 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31275 members 
Mstep: Class 8 contains 4686 members 
Mstep: Class 9 contains 159443 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26446 members 
Mstep: Class 12 contains 20378 members 
Mstep: Class 13 contains 165016 members 
Mstep: Class 14 contains 21737 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 64504 members 
Mstep: Class 18 contains 37207 members 
Mstep: Class 19 contains 11588 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3426 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5528 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7560 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9773 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13936 members 
Mstep: Class 34 contains 6492 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904920.000000 Penalty: 120936.960938
Iteration 180F: 37 clusters Score -1.009049e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6756 members 
Mstep: Class 3 contains 21739 members 
Mstep: Class 4 contains 87184 members 
Mstep: Class 5 contains 4187 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31272 members 
Mstep: Class 8 contains 4686 members 
Mstep: Class 9 contains 159444 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26445 members 
Mstep: Class 12 contains 20383 members 
Mstep: Class 13 contains 165018 members 
Mstep: Class 14 contains 21743 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 7299 members 
Mstep: Class 17 contains 64501 members 
Mstep: Class 18 contains 37207 members 
Mstep: Class 19 contains 11589 members 
Mstep: Class 20 contains 7344 members 
Mstep: Class 21 contains 3416 members 
Mstep: Class 22 contains 10514 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7571 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9776 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13941 members 
Mstep: Class 34 contains 6492 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904912.000000 Penalty: 120936.960938
Iteration 181Q: 37 clusters Score -1.009049e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6756 members 
Mstep: Class 3 contains 21746 members 
Mstep: Class 4 contains 87184 members 
Mstep: Class 5 contains 4189 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31271 members 
Mstep: Class 8 contains 4684 members 
Mstep: Class 9 contains 159439 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 26445 members 
Mstep: Class 12 contains 20389 members 
Mstep: Class 13 contains 165018 members 
Mstep: Class 14 contains 21747 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 7299 members 
Mstep: Class 17 contains 64502 members 
Mstep: Class 18 contains 37207 members 
Mstep: Class 19 contains 11589 members 
Mstep: Class 20 contains 7344 members 
Mstep: Class 21 contains 3400 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5495 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7582 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9782 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13949 members 
Mstep: Class 34 contains 6492 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904808.000000 Penalty: 120936.960938
Iteration 182Q: 37 clusters Score -1.009048e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6757 members 
Mstep: Class 3 contains 21752 members 
Mstep: Class 4 contains 87184 members 
Mstep: Class 5 contains 4187 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31270 members 
Mstep: Class 8 contains 4683 members 
Mstep: Class 9 contains 159434 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26444 members 
Mstep: Class 12 contains 20391 members 
Mstep: Class 13 contains 165014 members 
Mstep: Class 14 contains 21747 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 7291 members 
Mstep: Class 17 contains 64500 members 
Mstep: Class 18 contains 37205 members 
Mstep: Class 19 contains 11588 members 
Mstep: Class 20 contains 7344 members 
Mstep: Class 21 contains 3386 members 
Mstep: Class 22 contains 10512 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5492 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7597 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9788 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13960 members 
Mstep: Class 34 contains 6493 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904896.000000 Penalty: 120936.960938
Iteration 183Q: 37 clusters Score -1.009049e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6757 members 
Mstep: Class 3 contains 21758 members 
Mstep: Class 4 contains 87181 members 
Mstep: Class 5 contains 4189 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31263 members 
Mstep: Class 8 contains 4677 members 
Mstep: Class 9 contains 159428 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26442 members 
Mstep: Class 12 contains 20399 members 
Mstep: Class 13 contains 165017 members 
Mstep: Class 14 contains 21746 members 
Mstep: Class 15 contains 561 members 
Mstep: Class 16 contains 7284 members 
Mstep: Class 17 contains 64498 members 
Mstep: Class 18 contains 37205 members 
Mstep: Class 19 contains 11589 members 
Mstep: Class 20 contains 7344 members 
Mstep: Class 21 contains 3381 members 
Mstep: Class 22 contains 10512 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5477 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7613 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9801 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13963 members 
Mstep: Class 34 contains 6494 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904872.000000 Penalty: 120936.960938
Iteration 184Q: 37 clusters Score -1.009049e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6757 members 
Mstep: Class 3 contains 21768 members 
Mstep: Class 4 contains 87175 members 
Mstep: Class 5 contains 4191 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31256 members 
Mstep: Class 8 contains 4673 members 
Mstep: Class 9 contains 159429 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26441 members 
Mstep: Class 12 contains 20418 members 
Mstep: Class 13 contains 165016 members 
Mstep: Class 14 contains 21746 members 
Mstep: Class 15 contains 561 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 64494 members 
Mstep: Class 18 contains 37204 members 
Mstep: Class 19 contains 11589 members 
Mstep: Class 20 contains 7343 members 
Mstep: Class 21 contains 3375 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5458 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7632 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9812 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13967 members 
Mstep: Class 34 contains 6494 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100905048.000000 Penalty: 120936.960938
Iteration 185Q: 37 clusters Score -1.00905e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6758 members 
Mstep: Class 3 contains 21773 members 
Mstep: Class 4 contains 87173 members 
Mstep: Class 5 contains 4192 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31248 members 
Mstep: Class 8 contains 4670 members 
Mstep: Class 9 contains 159424 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26441 members 
Mstep: Class 12 contains 20447 members 
Mstep: Class 13 contains 165016 members 
Mstep: Class 14 contains 21748 members 
Mstep: Class 15 contains 562 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 64494 members 
Mstep: Class 18 contains 37202 members 
Mstep: Class 19 contains 11592 members 
Mstep: Class 20 contains 7343 members 
Mstep: Class 21 contains 3366 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5427 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7657 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9819 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13969 members 
Mstep: Class 34 contains 6495 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100905008.000000 Penalty: 120936.960938
Iteration 186Q: 37 clusters Score -1.00905e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6761 members 
Mstep: Class 3 contains 21778 members 
Mstep: Class 4 contains 87170 members 
Mstep: Class 5 contains 4193 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31225 members 
Mstep: Class 8 contains 4671 members 
Mstep: Class 9 contains 159420 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26441 members 
Mstep: Class 12 contains 20486 members 
Mstep: Class 13 contains 165018 members 
Mstep: Class 14 contains 21751 members 
Mstep: Class 15 contains 562 members 
Mstep: Class 16 contains 7232 members 
Mstep: Class 17 contains 64498 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11592 members 
Mstep: Class 20 contains 7343 members 
Mstep: Class 21 contains 3361 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5390 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7681 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9828 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13970 members 
Mstep: Class 34 contains 6495 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100905000.000000 Penalty: 120936.960938
Iteration 187Q: 37 clusters Score -1.00905e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6763 members 
Mstep: Class 3 contains 21783 members 
Mstep: Class 4 contains 87164 members 
Mstep: Class 5 contains 4193 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31220 members 
Mstep: Class 8 contains 4672 members 
Mstep: Class 9 contains 159417 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26440 members 
Mstep: Class 12 contains 20509 members 
Mstep: Class 13 contains 165021 members 
Mstep: Class 14 contains 21754 members 
Mstep: Class 15 contains 563 members 
Mstep: Class 16 contains 7214 members 
Mstep: Class 17 contains 64494 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11592 members 
Mstep: Class 20 contains 7343 members 
Mstep: Class 21 contains 3353 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5364 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7705 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9839 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13970 members 
Mstep: Class 34 contains 6496 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100905000.000000 Penalty: 120936.960938
Iteration 188Q: 37 clusters Score -1.00905e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6766 members 
Mstep: Class 3 contains 21786 members 
Mstep: Class 4 contains 87162 members 
Mstep: Class 5 contains 4193 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31208 members 
Mstep: Class 8 contains 4672 members 
Mstep: Class 9 contains 159417 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26440 members 
Mstep: Class 12 contains 20552 members 
Mstep: Class 13 contains 165023 members 
Mstep: Class 14 contains 21758 members 
Mstep: Class 15 contains 562 members 
Mstep: Class 16 contains 7190 members 
Mstep: Class 17 contains 64496 members 
Mstep: Class 18 contains 37199 members 
Mstep: Class 19 contains 11592 members 
Mstep: Class 20 contains 7343 members 
Mstep: Class 21 contains 3349 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5319 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7732 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9846 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1549 members 
Mstep: Class 33 contains 13969 members 
Mstep: Class 34 contains 6497 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904968.000000 Penalty: 120936.960938
Iteration 189Q: 37 clusters Score -1.00905e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6769 members 
Mstep: Class 3 contains 21788 members 
Mstep: Class 4 contains 87160 members 
Mstep: Class 5 contains 4187 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31198 members 
Mstep: Class 8 contains 4665 members 
Mstep: Class 9 contains 159414 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26440 members 
Mstep: Class 12 contains 20603 members 
Mstep: Class 13 contains 165022 members 
Mstep: Class 14 contains 21761 members 
Mstep: Class 15 contains 562 members 
Mstep: Class 16 contains 7161 members 
Mstep: Class 17 contains 64501 members 
Mstep: Class 18 contains 37199 members 
Mstep: Class 19 contains 11592 members 
Mstep: Class 20 contains 7344 members 
Mstep: Class 21 contains 3348 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5278 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7760 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9851 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 13969 members 
Mstep: Class 34 contains 6497 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904920.000000 Penalty: 120936.960938
Iteration 190Q: 37 clusters Score -1.009049e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6773 members 
Mstep: Class 3 contains 21789 members 
Mstep: Class 4 contains 87158 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31188 members 
Mstep: Class 8 contains 4665 members 
Mstep: Class 9 contains 159400 members 
Mstep: Class 10 contains 3978 members 
Mstep: Class 11 contains 26439 members 
Mstep: Class 12 contains 20649 members 
Mstep: Class 13 contains 165021 members 
Mstep: Class 14 contains 21762 members 
Mstep: Class 15 contains 562 members 
Mstep: Class 16 contains 7142 members 
Mstep: Class 17 contains 64500 members 
Mstep: Class 18 contains 37199 members 
Mstep: Class 19 contains 11595 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 10512 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5238 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7780 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9864 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 13971 members 
Mstep: Class 34 contains 6497 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100905064.000000 Penalty: 120936.960938
Iteration 191Q: 37 clusters Score -1.009051e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6771 members 
Mstep: Class 3 contains 21792 members 
Mstep: Class 4 contains 87158 members 
Mstep: Class 5 contains 4179 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31161 members 
Mstep: Class 8 contains 4667 members 
Mstep: Class 9 contains 159390 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26438 members 
Mstep: Class 12 contains 20693 members 
Mstep: Class 13 contains 165022 members 
Mstep: Class 14 contains 21761 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 7118 members 
Mstep: Class 17 contains 64505 members 
Mstep: Class 18 contains 37199 members 
Mstep: Class 19 contains 11597 members 
Mstep: Class 20 contains 7346 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5216 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7807 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 9876 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 13973 members 
Mstep: Class 34 contains 6496 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100905160.000000 Penalty: 120936.960938
Iteration 192Q: 37 clusters Score -1.009052e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6770 members 
Mstep: Class 3 contains 21795 members 
Mstep: Class 4 contains 87154 members 
Mstep: Class 5 contains 4170 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31146 members 
Mstep: Class 8 contains 4665 members 
Mstep: Class 9 contains 159379 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26437 members 
Mstep: Class 12 contains 20752 members 
Mstep: Class 13 contains 165025 members 
Mstep: Class 14 contains 21761 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 7090 members 
Mstep: Class 17 contains 64501 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11597 members 
Mstep: Class 20 contains 7349 members 
Mstep: Class 21 contains 3337 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5188 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7837 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9884 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 13976 members 
Mstep: Class 34 contains 6496 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100905360.000000 Penalty: 120936.960938
Iteration 193Q: 37 clusters Score -1.009054e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6777 members 
Mstep: Class 3 contains 21798 members 
Mstep: Class 4 contains 87158 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31114 members 
Mstep: Class 8 contains 4663 members 
Mstep: Class 9 contains 159365 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26436 members 
Mstep: Class 12 contains 20819 members 
Mstep: Class 13 contains 165026 members 
Mstep: Class 14 contains 21764 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 7078 members 
Mstep: Class 17 contains 64499 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11596 members 
Mstep: Class 20 contains 7353 members 
Mstep: Class 21 contains 3328 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5148 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7857 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 9890 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 13978 members 
Mstep: Class 34 contains 6496 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100905296.000000 Penalty: 120936.960938
Iteration 194Q: 37 clusters Score -1.009053e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6776 members 
Mstep: Class 3 contains 21800 members 
Mstep: Class 4 contains 87155 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31084 members 
Mstep: Class 8 contains 4659 members 
Mstep: Class 9 contains 159348 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26436 members 
Mstep: Class 12 contains 20898 members 
Mstep: Class 13 contains 165028 members 
Mstep: Class 14 contains 21764 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 7058 members 
Mstep: Class 17 contains 64493 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11597 members 
Mstep: Class 20 contains 7355 members 
Mstep: Class 21 contains 3324 members 
Mstep: Class 22 contains 10514 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5118 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7879 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 9903 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 13977 members 
Mstep: Class 34 contains 6496 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100905240.000000 Penalty: 120936.960938
Iteration 195Q: 37 clusters Score -1.009052e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6775 members 
Mstep: Class 3 contains 21802 members 
Mstep: Class 4 contains 87153 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 31031 members 
Mstep: Class 8 contains 4654 members 
Mstep: Class 9 contains 159337 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26436 members 
Mstep: Class 12 contains 20982 members 
Mstep: Class 13 contains 165032 members 
Mstep: Class 14 contains 21765 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 64501 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11598 members 
Mstep: Class 20 contains 7356 members 
Mstep: Class 21 contains 3329 members 
Mstep: Class 22 contains 10514 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5074 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7898 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 9917 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 13978 members 
Mstep: Class 34 contains 6496 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100905456.000000 Penalty: 120936.960938
Iteration 196Q: 37 clusters Score -1.009055e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6780 members 
Mstep: Class 3 contains 21806 members 
Mstep: Class 4 contains 87153 members 
Mstep: Class 5 contains 4153 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30964 members 
Mstep: Class 8 contains 4647 members 
Mstep: Class 9 contains 159337 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26436 members 
Mstep: Class 12 contains 21074 members 
Mstep: Class 13 contains 165029 members 
Mstep: Class 14 contains 21769 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 7015 members 
Mstep: Class 17 contains 64511 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11598 members 
Mstep: Class 20 contains 7357 members 
Mstep: Class 21 contains 3324 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 5032 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7922 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 9930 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 13982 members 
Mstep: Class 34 contains 6496 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100905600.000000 Penalty: 120936.960938
Iteration 197Q: 37 clusters Score -1.009056e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6790 members 
Mstep: Class 3 contains 21807 members 
Mstep: Class 4 contains 87149 members 
Mstep: Class 5 contains 4149 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30887 members 
Mstep: Class 8 contains 4643 members 
Mstep: Class 9 contains 159332 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26436 members 
Mstep: Class 12 contains 21202 members 
Mstep: Class 13 contains 165033 members 
Mstep: Class 14 contains 21770 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 64503 members 
Mstep: Class 18 contains 37202 members 
Mstep: Class 19 contains 11593 members 
Mstep: Class 20 contains 7358 members 
Mstep: Class 21 contains 3326 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 4988 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7948 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 9940 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 13983 members 
Mstep: Class 34 contains 6496 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100905496.000000 Penalty: 120936.960938
Iteration 198Q: 37 clusters Score -1.009055e+08 nChanged 425
Entering ConstructFrom: 
Score: -100905496.000000 Penalty: 120936.960938
Entering ConstructFrom: 
Trying to split cluster 1 (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: -80428.750000 Penalty: 1600.889282
	Iteration 0F: 2 clusters Score -80428.75 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 308 members 
Entering Unmasked Estep 
Score: -78840.492188 Penalty: 3201.778564
	Iteration 0F: 3 clusters Score -78840.49 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79042.398438 Penalty: 3201.778564
	Iteration 1F: 3 clusters Score -79042.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79132.250000 Penalty: 3201.778564
	Iteration 2F: 3 clusters Score -79132.25 nChanged 27
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: -79202.218750 Penalty: 3201.778564
	Iteration 3Q: 3 clusters Score -79202.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -79260.273438 Penalty: 3201.778564
	Iteration 4Q: 3 clusters Score -79260.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -79311.281250 Penalty: 3201.778564
	Iteration 5Q: 3 clusters Score -79311.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -79368.078125 Penalty: 3201.778564
	Iteration 6Q: 3 clusters Score -79368.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -79393.187500 Penalty: 3201.778564
	Iteration 7Q: 3 clusters Score -79393.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -79415.539062 Penalty: 3201.778564
	Iteration 8Q: 3 clusters Score -79415.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -79443.718750 Penalty: 3201.778564
	Iteration 9Q: 3 clusters Score -79443.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -79452.671875 Penalty: 3201.778564
	Iteration 10Q: 3 clusters Score -79452.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -79469.187500 Penalty: 3201.778564
	Iteration 11Q: 3 clusters Score -79469.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -79484.242188 Penalty: 3201.778564
	Iteration 12Q: 3 clusters Score -79484.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -79500.804688 Penalty: 3201.778564
	Iteration 13Q: 3 clusters Score -79500.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -79519.539062 Penalty: 3201.778564
	Iteration 14Q: 3 clusters Score -79519.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -79545.171875 Penalty: 3201.778564
	Iteration 15Q: 3 clusters Score -79545.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -79566.460938 Penalty: 3201.778564
	Iteration 16Q: 3 clusters Score -79566.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -79585.273438 Penalty: 3201.778564
	Iteration 17Q: 3 clusters Score -79585.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -79605.203125 Penalty: 3201.778564
	Iteration 18Q: 3 clusters Score -79605.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -79623.921875 Penalty: 3201.778564
	Iteration 19Q: 3 clusters Score -79623.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -79635.789062 Penalty: 3201.778564
	Iteration 20F: 3 clusters Score -79635.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -79644.617188 Penalty: 3201.778564
	Iteration 21Q: 3 clusters Score -79644.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -79644.617188 Penalty: 3201.778564
	Iteration 22F: 3 clusters Score -79644.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Entering Unmasked Estep 
Score: -862520.312500 Penalty: 2188.301270
	Iteration 0F: 2 clusters Score -862520.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -856932.812500 Penalty: 4376.602539
	Iteration 0F: 3 clusters Score -856932.8 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -858602.812500 Penalty: 4376.602539
	Iteration 1F: 3 clusters Score -858602.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -859027.625000 Penalty: 4376.602539
	Iteration 2F: 3 clusters Score -859027.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -859381.687500 Penalty: 4376.602539
	Iteration 3F: 3 clusters Score -859381.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -859641.562500 Penalty: 4376.602539
	Iteration 4F: 3 clusters Score -859641.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -859827.312500 Penalty: 4376.602539
	Iteration 5Q: 3 clusters Score -859827.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -859991.437500 Penalty: 4376.602539
	Iteration 6Q: 3 clusters Score -859991.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -860142.875000 Penalty: 4376.602539
	Iteration 7Q: 3 clusters Score -860142.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -860273.687500 Penalty: 4376.602539
	Iteration 8Q: 3 clusters Score -860273.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -860383.625000 Penalty: 4376.602539
	Iteration 9Q: 3 clusters Score -860383.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -860474.312500 Penalty: 4376.602539
	Iteration 10Q: 3 clusters Score -860474.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -860559.750000 Penalty: 4376.602539
	Iteration 11Q: 3 clusters Score -860559.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -860637.375000 Penalty: 4376.602539
	Iteration 12Q: 3 clusters Score -860637.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -860721.687500 Penalty: 4376.602539
	Iteration 13Q: 3 clusters Score -860721.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -860819.062500 Penalty: 4376.602539
	Iteration 14Q: 3 clusters Score -860819.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -860938.875000 Penalty: 4376.602539
	Iteration 15Q: 3 clusters Score -860938.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -861056.812500 Penalty: 4376.602539
	Iteration 16Q: 3 clusters Score -861056.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -861172.875000 Penalty: 4376.602539
	Iteration 17Q: 3 clusters Score -861172.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -861264.062500 Penalty: 4376.602539
	Iteration 18Q: 3 clusters Score -861264.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -861321.187500 Penalty: 4376.602539
	Iteration 19Q: 3 clusters Score -861321.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -861358.687500 Penalty: 4376.602539
	Iteration 20F: 3 clusters Score -861358.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -861384.062500 Penalty: 4376.602539
	Iteration 21Q: 3 clusters Score -861384.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -861395.437500 Penalty: 4376.602539
	Iteration 22Q: 3 clusters Score -861395.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -861408.312500 Penalty: 4376.602539
	Iteration 23Q: 3 clusters Score -861408.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -861415.937500 Penalty: 4376.602539
	Iteration 24Q: 3 clusters Score -861415.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -861424.250000 Penalty: 4376.602539
	Iteration 25Q: 3 clusters Score -861424.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -861429.437500 Penalty: 4376.602539
	Iteration 26Q: 3 clusters Score -861429.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -861431.500000 Penalty: 4376.602539
	Iteration 27Q: 3 clusters Score -861431.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -861437.812500 Penalty: 4376.602539
	Iteration 28Q: 3 clusters Score -861437.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -861440.437500 Penalty: 4376.602539
	Iteration 29Q: 3 clusters Score -861440.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -861443.312500 Penalty: 4376.602539
	Iteration 30Q: 3 clusters Score -861443.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -861448.625000 Penalty: 4376.602539
	Iteration 31Q: 3 clusters Score -861448.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -861454.125000 Penalty: 4376.602539
	Iteration 32Q: 3 clusters Score -861454.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -861457.562500 Penalty: 4376.602539
	Iteration 33Q: 3 clusters Score -861457.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -861461.500000 Penalty: 4376.602539
	Iteration 34Q: 3 clusters Score -861461.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -861460.000000 Penalty: 4376.602539
	Iteration 35Q: 3 clusters Score -861460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -861463.437500 Penalty: 4376.602539
	Iteration 36Q: 3 clusters Score -861463.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -861468.250000 Penalty: 4376.602539
	Iteration 37Q: 3 clusters Score -861468.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -861476.062500 Penalty: 4376.602539
	Iteration 38Q: 3 clusters Score -861476.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -861476.750000 Penalty: 4376.602539
	Iteration 39Q: 3 clusters Score -861476.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -861478.875000 Penalty: 4376.602539
	Iteration 40F: 3 clusters Score -861478.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -861483.375000 Penalty: 4376.602539
	Iteration 41Q: 3 clusters Score -861483.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -861486.250000 Penalty: 4376.602539
	Iteration 42Q: 3 clusters Score -861486.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -861488.562500 Penalty: 4376.602539
	Iteration 43Q: 3 clusters Score -861488.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -861491.562500 Penalty: 4376.602539
	Iteration 44Q: 3 clusters Score -861491.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -861490.812500 Penalty: 4376.602539
	Iteration 45Q: 3 clusters Score -861490.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -861494.437500 Penalty: 4376.602539
	Iteration 46Q: 3 clusters Score -861494.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -861494.750000 Penalty: 4376.602539
	Iteration 47Q: 3 clusters Score -861494.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -861494.562500 Penalty: 4376.602539
	Iteration 48Q: 3 clusters Score -861494.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -861494.312500 Penalty: 4376.602539
	Iteration 49Q: 3 clusters Score -861494.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -861494.312500 Penalty: 4376.602539
	Iteration 50F: 3 clusters Score -861494.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -2868188.250000 Penalty: 2477.539307
	Iteration 0F: 2 clusters Score -2868188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2853112.000000 Penalty: 4955.078613
	Iteration 0F: 3 clusters Score -2853112 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2858181.500000 Penalty: 4955.078613
	Iteration 1F: 3 clusters Score -2858182 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2858669.000000 Penalty: 4955.078613
	Iteration 2F: 3 clusters Score -2858669 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2859099.500000 Penalty: 4955.078613
	Iteration 3Q: 3 clusters Score -2859100 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2859579.500000 Penalty: 4955.078613
	Iteration 4Q: 3 clusters Score -2859580 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2860319.500000 Penalty: 4955.078613
	Iteration 5F: 3 clusters Score -2860320 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2861318.000000 Penalty: 4955.078613
	Iteration 6F: 3 clusters Score -2861318 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2862459.250000 Penalty: 4955.078613
	Iteration 7F: 3 clusters Score -2862459 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2863382.750000 Penalty: 4955.078613
	Iteration 8F: 3 clusters Score -2863383 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2863956.750000 Penalty: 4955.078613
	Iteration 9Q: 3 clusters Score -2863957 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2864288.750000 Penalty: 4955.078613
	Iteration 10Q: 3 clusters Score -2864289 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2864466.250000 Penalty: 4955.078613
	Iteration 11Q: 3 clusters Score -2864466 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2864598.750000 Penalty: 4955.078613
	Iteration 12Q: 3 clusters Score -2864599 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2864666.500000 Penalty: 4955.078613
	Iteration 13Q: 3 clusters Score -2864666 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2864712.500000 Penalty: 4955.078613
	Iteration 14Q: 3 clusters Score -2864712 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2864752.500000 Penalty: 4955.078613
	Iteration 15Q: 3 clusters Score -2864752 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2864781.750000 Penalty: 4955.078613
	Iteration 16Q: 3 clusters Score -2864782 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2864800.000000 Penalty: 4955.078613
	Iteration 17Q: 3 clusters Score -2864800 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2864821.750000 Penalty: 4955.078613
	Iteration 18Q: 3 clusters Score -2864822 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2864839.000000 Penalty: 4955.078613
	Iteration 19Q: 3 clusters Score -2864839 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2864880.750000 Penalty: 4955.078613
	Iteration 20F: 3 clusters Score -2864881 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -2864913.750000 Penalty: 4955.078613
	Iteration 21Q: 3 clusters Score -2864914 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2864938.750000 Penalty: 4955.078613
	Iteration 22Q: 3 clusters Score -2864939 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2864980.500000 Penalty: 4955.078613
	Iteration 23Q: 3 clusters Score -2864980 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2865027.000000 Penalty: 4955.078613
	Iteration 24Q: 3 clusters Score -2865027 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2865089.750000 Penalty: 4955.078613
	Iteration 25Q: 3 clusters Score -2865090 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2865138.750000 Penalty: 4955.078613
	Iteration 26Q: 3 clusters Score -2865139 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2865188.500000 Penalty: 4955.078613
	Iteration 27Q: 3 clusters Score -2865188 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2865246.000000 Penalty: 4955.078613
	Iteration 28Q: 3 clusters Score -2865246 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2865281.250000 Penalty: 4955.078613
	Iteration 29Q: 3 clusters Score -2865281 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2865326.500000 Penalty: 4955.078613
	Iteration 30Q: 3 clusters Score -2865326 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2865353.250000 Penalty: 4955.078613
	Iteration 31Q: 3 clusters Score -2865353 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2865409.250000 Penalty: 4955.078613
	Iteration 32Q: 3 clusters Score -2865409 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2865439.000000 Penalty: 4955.078613
	Iteration 33Q: 3 clusters Score -2865439 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2865489.750000 Penalty: 4955.078613
	Iteration 34Q: 3 clusters Score -2865490 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2865537.750000 Penalty: 4955.078613
	Iteration 35Q: 3 clusters Score -2865538 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2865592.500000 Penalty: 4955.078613
	Iteration 36Q: 3 clusters Score -2865592 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2865656.000000 Penalty: 4955.078613
	Iteration 37Q: 3 clusters Score -2865656 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2865713.750000 Penalty: 4955.078613
	Iteration 38Q: 3 clusters Score -2865714 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2865773.250000 Penalty: 4955.078613
	Iteration 39Q: 3 clusters Score -2865773 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2865841.750000 Penalty: 4955.078613
	Iteration 40F: 3 clusters Score -2865842 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2865884.250000 Penalty: 4955.078613
	Iteration 41Q: 3 clusters Score -2865884 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2865919.250000 Penalty: 4955.078613
	Iteration 42Q: 3 clusters Score -2865919 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2865964.250000 Penalty: 4955.078613
	Iteration 43Q: 3 clusters Score -2865964 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2865995.000000 Penalty: 4955.078613
	Iteration 44Q: 3 clusters Score -2865995 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2866027.250000 Penalty: 4955.078613
	Iteration 45Q: 3 clusters Score -2866027 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2866075.750000 Penalty: 4955.078613
	Iteration 46Q: 3 clusters Score -2866076 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2866108.000000 Penalty: 4955.078613
	Iteration 47Q: 3 clusters Score -2866108 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2866135.500000 Penalty: 4955.078613
	Iteration 48Q: 3 clusters Score -2866136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2866150.000000 Penalty: 4955.078613
	Iteration 49Q: 3 clusters Score -2866150 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2866166.750000 Penalty: 4955.078613
	Iteration 50Q: 3 clusters Score -2866167 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2866209.750000 Penalty: 4955.078613
	Iteration 51Q: 3 clusters Score -2866210 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2866242.500000 Penalty: 4955.078613
	Iteration 52Q: 3 clusters Score -2866242 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2866273.750000 Penalty: 4955.078613
	Iteration 53Q: 3 clusters Score -2866274 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2866316.000000 Penalty: 4955.078613
	Iteration 54Q: 3 clusters Score -2866316 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2866339.000000 Penalty: 4955.078613
	Iteration 55Q: 3 clusters Score -2866339 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2866359.500000 Penalty: 4955.078613
	Iteration 56Q: 3 clusters Score -2866360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2866383.500000 Penalty: 4955.078613
	Iteration 57Q: 3 clusters Score -2866384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2866419.250000 Penalty: 4955.078613
	Iteration 58Q: 3 clusters Score -2866419 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2866451.500000 Penalty: 4955.078613
	Iteration 59Q: 3 clusters Score -2866452 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2866482.000000 Penalty: 4955.078613
	Iteration 60F: 3 clusters Score -2866482 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2866507.750000 Penalty: 4955.078613
	Iteration 61Q: 3 clusters Score -2866508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2866517.750000 Penalty: 4955.078613
	Iteration 62Q: 3 clusters Score -2866518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2866541.250000 Penalty: 4955.078613
	Iteration 63Q: 3 clusters Score -2866541 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2866552.750000 Penalty: 4955.078613
	Iteration 64Q: 3 clusters Score -2866553 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2866566.250000 Penalty: 4955.078613
	Iteration 65Q: 3 clusters Score -2866566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2866590.000000 Penalty: 4955.078613
	Iteration 66Q: 3 clusters Score -2866590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2866599.000000 Penalty: 4955.078613
	Iteration 67Q: 3 clusters Score -2866599 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2866617.500000 Penalty: 4955.078613
	Iteration 68Q: 3 clusters Score -2866618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2866616.250000 Penalty: 4955.078613
	Iteration 69Q: 3 clusters Score -2866616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2866621.750000 Penalty: 4955.078613
	Iteration 70Q: 3 clusters Score -2866622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2866645.500000 Penalty: 4955.078613
	Iteration 71Q: 3 clusters Score -2866646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2866658.000000 Penalty: 4955.078613
	Iteration 72Q: 3 clusters Score -2866658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2866667.250000 Penalty: 4955.078613
	Iteration 73Q: 3 clusters Score -2866667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2866684.500000 Penalty: 4955.078613
	Iteration 74Q: 3 clusters Score -2866684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2866693.750000 Penalty: 4955.078613
	Iteration 75Q: 3 clusters Score -2866694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2866703.000000 Penalty: 4955.078613
	Iteration 76Q: 3 clusters Score -2866703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2866702.750000 Penalty: 4955.078613
	Iteration 77Q: 3 clusters Score -2866703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2866707.750000 Penalty: 4955.078613
	Iteration 78Q: 3 clusters Score -2866708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2866713.250000 Penalty: 4955.078613
	Iteration 79Q: 3 clusters Score -2866713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2866715.500000 Penalty: 4955.078613
	Iteration 80F: 3 clusters Score -2866716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2866720.500000 Penalty: 4955.078613
	Iteration 81Q: 3 clusters Score -2866720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2866731.000000 Penalty: 4955.078613
	Iteration 82Q: 3 clusters Score -2866731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2866728.500000 Penalty: 4955.078613
	Iteration 83Q: 3 clusters Score -2866728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2866734.000000 Penalty: 4955.078613
	Iteration 84Q: 3 clusters Score -2866734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2866735.250000 Penalty: 4955.078613
	Iteration 85Q: 3 clusters Score -2866735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2866735.250000 Penalty: 4955.078613
	Iteration 86Q: 3 clusters Score -2866735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2866737.000000 Penalty: 4955.078613
	Iteration 87Q: 3 clusters Score -2866737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2866738.250000 Penalty: 4955.078613
	Iteration 88Q: 3 clusters Score -2866738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2866738.000000 Penalty: 4955.078613
	Iteration 89Q: 3 clusters Score -2866738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2866738.000000 Penalty: 4955.078613
	Iteration 90F: 3 clusters Score -2866738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (87164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87164 members 
Entering Unmasked Estep 
Score: -11881169.000000 Penalty: 2821.135498
	Iteration 0F: 2 clusters Score -1.188117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -11822668.000000 Penalty: 5642.270996
	Iteration 0F: 3 clusters Score -1.182267e+07 nChanged 41085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -11846068.000000 Penalty: 5642.270996
	Iteration 1F: 3 clusters Score -1.184607e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -11846727.000000 Penalty: 5642.270996
	Iteration 2Q: 3 clusters Score -1.184673e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -11847617.000000 Penalty: 5642.270996
	Iteration 3Q: 3 clusters Score -1.184762e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -11848906.000000 Penalty: 5642.270996
	Iteration 4Q: 3 clusters Score -1.184891e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -11850963.000000 Penalty: 5642.270996
	Iteration 5Q: 3 clusters Score -1.185096e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -11853980.000000 Penalty: 5642.270996
	Iteration 6F: 3 clusters Score -1.185398e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -11858105.000000 Penalty: 5642.270996
	Iteration 7F: 3 clusters Score -1.18581e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 63073 members 
Entering Unmasked Estep 
Score: -11862712.000000 Penalty: 5642.270996
	Iteration 8F: 3 clusters Score -1.186271e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 67620 members 
Entering Unmasked Estep 
Score: -11867069.000000 Penalty: 5642.270996
	Iteration 9F: 3 clusters Score -1.186707e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 71868 members 
Entering Unmasked Estep 
Score: -11870539.000000 Penalty: 5642.270996
	Iteration 10F: 3 clusters Score -1.187054e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 75452 members 
Entering Unmasked Estep 
Score: -11873155.000000 Penalty: 5642.270996
	Iteration 11Q: 3 clusters Score -1.187316e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 78360 members 
Entering Unmasked Estep 
Score: -11875080.000000 Penalty: 5642.270996
	Iteration 12Q: 3 clusters Score -1.187508e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -11876344.000000 Penalty: 5642.270996
	Iteration 13Q: 3 clusters Score -1.187634e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 82019 members 
Entering Unmasked Estep 
Score: -11877174.000000 Penalty: 5642.270996
	Iteration 14Q: 3 clusters Score -1.187717e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 83086 members 
Entering Unmasked Estep 
Score: -11877710.000000 Penalty: 5642.270996
	Iteration 15Q: 3 clusters Score -1.187771e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 83808 members 
Entering Unmasked Estep 
Score: -11878045.000000 Penalty: 5642.270996
	Iteration 16Q: 3 clusters Score -1.187804e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 84289 members 
Entering Unmasked Estep 
Score: -11878249.000000 Penalty: 5642.270996
	Iteration 17Q: 3 clusters Score -1.187825e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 84651 members 
Entering Unmasked Estep 
Score: -11878375.000000 Penalty: 5642.270996
	Iteration 18Q: 3 clusters Score -1.187838e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 84927 members 
Entering Unmasked Estep 
Score: -11878515.000000 Penalty: 5642.270996
	Iteration 19Q: 3 clusters Score -1.187852e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
Score: -11878594.000000 Penalty: 5642.270996
	Iteration 20F: 3 clusters Score -1.187859e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 85277 members 
Entering Unmasked Estep 
Score: -11878706.000000 Penalty: 5642.270996
	Iteration 21Q: 3 clusters Score -1.187871e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 85387 members 
Entering Unmasked Estep 
Score: -11878781.000000 Penalty: 5642.270996
	Iteration 22Q: 3 clusters Score -1.187878e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 85482 members 
Entering Unmasked Estep 
Score: -11878801.000000 Penalty: 5642.270996
	Iteration 23Q: 3 clusters Score -1.18788e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 85571 members 
Entering Unmasked Estep 
Score: -11878853.000000 Penalty: 5642.270996
	Iteration 24Q: 3 clusters Score -1.187885e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 85623 members 
Entering Unmasked Estep 
Score: -11878870.000000 Penalty: 5642.270996
	Iteration 25Q: 3 clusters Score -1.187887e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 85684 members 
Entering Unmasked Estep 
Score: -11878878.000000 Penalty: 5642.270996
	Iteration 26Q: 3 clusters Score -1.187888e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 85720 members 
Entering Unmasked Estep 
Score: -11878890.000000 Penalty: 5642.270996
	Iteration 27Q: 3 clusters Score -1.187889e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 85741 members 
Entering Unmasked Estep 
Score: -11878904.000000 Penalty: 5642.270996
	Iteration 28Q: 3 clusters Score -1.18789e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 85753 members 
Entering Unmasked Estep 
Score: -11878886.000000 Penalty: 5642.270996
	Iteration 29Q: 3 clusters Score -1.187889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 85761 members 
Entering Unmasked Estep 
Score: -11878900.000000 Penalty: 5642.270996
	Iteration 30Q: 3 clusters Score -1.18789e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 85768 members 
Entering Unmasked Estep 
Score: -11878910.000000 Penalty: 5642.270996
	Iteration 31Q: 3 clusters Score -1.187891e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 85783 members 
Entering Unmasked Estep 
Score: -11878910.000000 Penalty: 5642.270996
	Iteration 32Q: 3 clusters Score -1.187891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 85796 members 
Entering Unmasked Estep 
Score: -11878898.000000 Penalty: 5642.270996
	Iteration 33Q: 3 clusters Score -1.18789e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 85807 members 
Entering Unmasked Estep 
Score: -11878895.000000 Penalty: 5642.270996
	Iteration 34Q: 3 clusters Score -1.18789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 85819 members 
Entering Unmasked Estep 
Score: -11878910.000000 Penalty: 5642.270996
	Iteration 35Q: 3 clusters Score -1.187891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 85832 members 
Entering Unmasked Estep 
Score: -11878909.000000 Penalty: 5642.270996
	Iteration 36Q: 3 clusters Score -1.187891e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 85841 members 
Entering Unmasked Estep 
Score: -11878906.000000 Penalty: 5642.270996
	Iteration 37Q: 3 clusters Score -1.187891e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 85853 members 
Entering Unmasked Estep 
Score: -11878908.000000 Penalty: 5642.270996
	Iteration 38Q: 3 clusters Score -1.187891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 85859 members 
Entering Unmasked Estep 
Score: -11878918.000000 Penalty: 5642.270996
	Iteration 39Q: 3 clusters Score -1.187892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 85862 members 
Entering Unmasked Estep 
Score: -11878924.000000 Penalty: 5642.270996
	Iteration 40F: 3 clusters Score -1.187892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 85865 members 
Entering Unmasked Estep 
Score: -11878926.000000 Penalty: 5642.270996
	Iteration 41Q: 3 clusters Score -1.187893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 85866 members 
Entering Unmasked Estep 
Score: -11878927.000000 Penalty: 5642.270996
	Iteration 42Q: 3 clusters Score -1.187893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 85867 members 
Entering Unmasked Estep 
Score: -11878927.000000 Penalty: 5642.270996
	Iteration 43Q: 3 clusters Score -1.187893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 85868 members 
Entering Unmasked Estep 
Score: -11878936.000000 Penalty: 5642.270996
	Iteration 44Q: 3 clusters Score -1.187894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 85869 members 
Entering Unmasked Estep 
Score: -11878934.000000 Penalty: 5642.270996
	Iteration 45Q: 3 clusters Score -1.187893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 85870 members 
Entering Unmasked Estep 
Score: -11878928.000000 Penalty: 5642.270996
	Iteration 46Q: 3 clusters Score -1.187893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 85871 members 
Entering Unmasked Estep 
Score: -11878935.000000 Penalty: 5642.270996
	Iteration 47Q: 3 clusters Score -1.187894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 85872 members 
Entering Unmasked Estep 
Score: -11878937.000000 Penalty: 5642.270996
	Iteration 48Q: 3 clusters Score -1.187894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 85872 members 
Entering Unmasked Estep 
Score: -11878937.000000 Penalty: 5642.270996
	Iteration 49F: 3 clusters Score -1.187894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -551089.250000 Penalty: 2066.054199
	Iteration 0F: 2 clusters Score -551089.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -547053.250000 Penalty: 4132.108398
	Iteration 0F: 3 clusters Score -547053.2 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -547999.187500 Penalty: 4132.108398
	Iteration 1F: 3 clusters Score -547999.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -548194.875000 Penalty: 4132.108398
	Iteration 2F: 3 clusters Score -548194.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -548279.937500 Penalty: 4132.108398
	Iteration 3Q: 3 clusters Score -548279.9 nChanged 125
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: -548350.187500 Penalty: 4132.108398
	Iteration 4Q: 3 clusters Score -548350.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -548413.312500 Penalty: 4132.108398
	Iteration 5Q: 3 clusters Score -548413.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -548476.812500 Penalty: 4132.108398
	Iteration 6Q: 3 clusters Score -548476.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -548551.562500 Penalty: 4132.108398
	Iteration 7Q: 3 clusters Score -548551.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -548627.687500 Penalty: 4132.108398
	Iteration 8Q: 3 clusters Score -548627.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -548709.875000 Penalty: 4132.108398
	Iteration 9Q: 3 clusters Score -548709.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -548796.062500 Penalty: 4132.108398
	Iteration 10Q: 3 clusters Score -548796.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -548899.062500 Penalty: 4132.108398
	Iteration 11Q: 3 clusters Score -548899.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -549047.812500 Penalty: 4132.108398
	Iteration 12Q: 3 clusters Score -549047.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -549253.812500 Penalty: 4132.108398
	Iteration 13Q: 3 clusters Score -549253.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -549521.125000 Penalty: 4132.108398
	Iteration 14Q: 3 clusters Score -549521.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -549773.437500 Penalty: 4132.108398
	Iteration 15Q: 3 clusters Score -549773.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -549948.625000 Penalty: 4132.108398
	Iteration 16Q: 3 clusters Score -549948.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -550033.812500 Penalty: 4132.108398
	Iteration 17Q: 3 clusters Score -550033.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -550094.000000 Penalty: 4132.108398
	Iteration 18Q: 3 clusters Score -550094 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -550140.562500 Penalty: 4132.108398
	Iteration 19Q: 3 clusters Score -550140.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -550167.437500 Penalty: 4132.108398
	Iteration 20F: 3 clusters Score -550167.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -550193.437500 Penalty: 4132.108398
	Iteration 21Q: 3 clusters Score -550193.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -550213.562500 Penalty: 4132.108398
	Iteration 22Q: 3 clusters Score -550213.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -550221.000000 Penalty: 4132.108398
	Iteration 23Q: 3 clusters Score -550221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -550231.750000 Penalty: 4132.108398
	Iteration 24Q: 3 clusters Score -550231.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -550240.000000 Penalty: 4132.108398
	Iteration 25Q: 3 clusters Score -550240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -550245.250000 Penalty: 4132.108398
	Iteration 26Q: 3 clusters Score -550245.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -550254.562500 Penalty: 4132.108398
	Iteration 27Q: 3 clusters Score -550254.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -550260.312500 Penalty: 4132.108398
	Iteration 28Q: 3 clusters Score -550260.3 nChanged 16
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: -550266.187500 Penalty: 4132.108398
	Iteration 29Q: 3 clusters Score -550266.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -550275.125000 Penalty: 4132.108398
	Iteration 30Q: 3 clusters Score -550275.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -550282.250000 Penalty: 4132.108398
	Iteration 31Q: 3 clusters Score -550282.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -550288.375000 Penalty: 4132.108398
	Iteration 32Q: 3 clusters Score -550288.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -550296.000000 Penalty: 4132.108398
	Iteration 33Q: 3 clusters Score -550296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -550300.250000 Penalty: 4132.108398
	Iteration 34Q: 3 clusters Score -550300.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -550303.812500 Penalty: 4132.108398
	Iteration 35Q: 3 clusters Score -550303.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -550305.000000 Penalty: 4132.108398
	Iteration 36Q: 3 clusters Score -550305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -550308.312500 Penalty: 4132.108398
	Iteration 37Q: 3 clusters Score -550308.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -550313.062500 Penalty: 4132.108398
	Iteration 38Q: 3 clusters Score -550313.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -550322.312500 Penalty: 4132.108398
	Iteration 39Q: 3 clusters Score -550322.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -550329.187500 Penalty: 4132.108398
	Iteration 40F: 3 clusters Score -550329.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -550340.687500 Penalty: 4132.108398
	Iteration 41Q: 3 clusters Score -550340.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -550347.062500 Penalty: 4132.108398
	Iteration 42Q: 3 clusters Score -550347.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -550357.000000 Penalty: 4132.108398
	Iteration 43Q: 3 clusters Score -550357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -550365.750000 Penalty: 4132.108398
	Iteration 44Q: 3 clusters Score -550365.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -550373.625000 Penalty: 4132.108398
	Iteration 45Q: 3 clusters Score -550373.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -550384.625000 Penalty: 4132.108398
	Iteration 46Q: 3 clusters Score -550384.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -550398.625000 Penalty: 4132.108398
	Iteration 47Q: 3 clusters Score -550398.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -550418.187500 Penalty: 4132.108398
	Iteration 48Q: 3 clusters Score -550418.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -550441.437500 Penalty: 4132.108398
	Iteration 49Q: 3 clusters Score -550441.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -550459.437500 Penalty: 4132.108398
	Iteration 50Q: 3 clusters Score -550459.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -550473.812500 Penalty: 4132.108398
	Iteration 51Q: 3 clusters Score -550473.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -550481.937500 Penalty: 4132.108398
	Iteration 52Q: 3 clusters Score -550481.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -550485.625000 Penalty: 4132.108398
	Iteration 53Q: 3 clusters Score -550485.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -550489.250000 Penalty: 4132.108398
	Iteration 54Q: 3 clusters Score -550489.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -550491.937500 Penalty: 4132.108398
	Iteration 55Q: 3 clusters Score -550491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -550491.312500 Penalty: 4132.108398
	Iteration 56Q: 3 clusters Score -550491.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -550491.187500 Penalty: 4132.108398
	Iteration 57Q: 3 clusters Score -550491.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -550491.187500 Penalty: 4132.108398
	Iteration 58F: 3 clusters Score -550491.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -113404.960938 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -113405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -111657.757812 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -111657.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -112047.445312 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -112047.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -112303.187500 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -112303.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -112528.132812 Penalty: 3371.778320
	Iteration 3F: 3 clusters Score -112528.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -112752.476562 Penalty: 3371.778320
	Iteration 4F: 3 clusters Score -112752.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -113119.085938 Penalty: 3371.778320
	Iteration 5F: 3 clusters Score -113119.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -113539.085938 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -113539.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -113686.421875 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -113686.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -113743.007812 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -113743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -113763.718750 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -113763.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -113769.203125 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -113769.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -113773.414062 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -113773.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -113773.414062 Penalty: 3371.778320
	Iteration 12F: 3 clusters Score -113773.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 21809 members 
Mstep: Class 4 contains 87164 members 
Mstep: Class 5 contains 4150 members 
Mstep: Class 6 contains 652 members 
Mstep: Class 7 contains 30795 members 
Mstep: Class 8 contains 4641 members 
Mstep: Class 9 contains 159340 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26438 members 
Mstep: Class 12 contains 21311 members 
Mstep: Class 13 contains 165024 members 
Mstep: Class 14 contains 21773 members 
Mstep: Class 15 contains 551 members 
Mstep: Class 16 contains 6965 members 
Mstep: Class 17 contains 64499 members 
Mstep: Class 18 contains 37202 members 
Mstep: Class 19 contains 11593 members 
Mstep: Class 20 contains 7358 members 
Mstep: Class 21 contains 3322 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 4949 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7967 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 9952 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 13988 members 
Mstep: Class 34 contains 6496 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10481 members 
Mstep: Class 37 contains 244 members 
Entering Unmasked Estep 
Score: -100904120.000000 Penalty: 124296.320312
Splitting cluster 6 changes total score from -100905496.000000 to -100904120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (30795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Entering Unmasked Estep 
Score: -3937319.750000 Penalty: 2563.106689
	Iteration 0F: 2 clusters Score -3937320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3916033.000000 Penalty: 5126.213379
	Iteration 0F: 3 clusters Score -3916033 nChanged 14043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3923964.500000 Penalty: 5126.213379
	Iteration 1F: 3 clusters Score -3923964 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -3924696.250000 Penalty: 5126.213379
	Iteration 2F: 3 clusters Score -3924696 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3925429.750000 Penalty: 5126.213379
	Iteration 3F: 3 clusters Score -3925430 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3926252.500000 Penalty: 5126.213379
	Iteration 4F: 3 clusters Score -3926252 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3927110.750000 Penalty: 5126.213379
	Iteration 5F: 3 clusters Score -3927111 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -3927945.750000 Penalty: 5126.213379
	Iteration 6F: 3 clusters Score -3927946 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3928748.500000 Penalty: 5126.213379
	Iteration 7F: 3 clusters Score -3928748 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -3929370.750000 Penalty: 5126.213379
	Iteration 8Q: 3 clusters Score -3929371 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -3929999.750000 Penalty: 5126.213379
	Iteration 9Q: 3 clusters Score -3930000 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -3930554.250000 Penalty: 5126.213379
	Iteration 10Q: 3 clusters Score -3930554 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -3930997.000000 Penalty: 5126.213379
	Iteration 11Q: 3 clusters Score -3930997 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -3931448.500000 Penalty: 5126.213379
	Iteration 12Q: 3 clusters Score -3931448 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -3931809.250000 Penalty: 5126.213379
	Iteration 13Q: 3 clusters Score -3931809 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -3932139.750000 Penalty: 5126.213379
	Iteration 14Q: 3 clusters Score -3932140 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -3932390.500000 Penalty: 5126.213379
	Iteration 15Q: 3 clusters Score -3932390 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -3932560.250000 Penalty: 5126.213379
	Iteration 16Q: 3 clusters Score -3932560 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -3932740.750000 Penalty: 5126.213379
	Iteration 17Q: 3 clusters Score -3932741 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -3932915.250000 Penalty: 5126.213379
	Iteration 18Q: 3 clusters Score -3932915 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -3933074.500000 Penalty: 5126.213379
	Iteration 19Q: 3 clusters Score -3933074 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -3933241.250000 Penalty: 5126.213379
	Iteration 20F: 3 clusters Score -3933241 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -3933424.000000 Penalty: 5126.213379
	Iteration 21Q: 3 clusters Score -3933424 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -3933592.750000 Penalty: 5126.213379
	Iteration 22Q: 3 clusters Score -3933593 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3933750.000000 Penalty: 5126.213379
	Iteration 23Q: 3 clusters Score -3933750 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3933957.000000 Penalty: 5126.213379
	Iteration 24Q: 3 clusters Score -3933957 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3934164.000000 Penalty: 5126.213379
	Iteration 25Q: 3 clusters Score -3934164 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3934374.000000 Penalty: 5126.213379
	Iteration 26Q: 3 clusters Score -3934374 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3934571.000000 Penalty: 5126.213379
	Iteration 27Q: 3 clusters Score -3934571 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3934749.250000 Penalty: 5126.213379
	Iteration 28Q: 3 clusters Score -3934749 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3934890.750000 Penalty: 5126.213379
	Iteration 29Q: 3 clusters Score -3934891 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3935042.500000 Penalty: 5126.213379
	Iteration 30Q: 3 clusters Score -3935042 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3935146.250000 Penalty: 5126.213379
	Iteration 31Q: 3 clusters Score -3935146 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3935264.000000 Penalty: 5126.213379
	Iteration 32Q: 3 clusters Score -3935264 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3935360.000000 Penalty: 5126.213379
	Iteration 33Q: 3 clusters Score -3935360 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3935444.000000 Penalty: 5126.213379
	Iteration 34Q: 3 clusters Score -3935444 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3935515.250000 Penalty: 5126.213379
	Iteration 35Q: 3 clusters Score -3935515 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3935572.250000 Penalty: 5126.213379
	Iteration 36Q: 3 clusters Score -3935572 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3935617.500000 Penalty: 5126.213379
	Iteration 37Q: 3 clusters Score -3935618 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3935656.000000 Penalty: 5126.213379
	Iteration 38Q: 3 clusters Score -3935656 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3935677.750000 Penalty: 5126.213379
	Iteration 39Q: 3 clusters Score -3935678 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3935711.000000 Penalty: 5126.213379
	Iteration 40F: 3 clusters Score -3935711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3935718.750000 Penalty: 5126.213379
	Iteration 41Q: 3 clusters Score -3935719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3935724.250000 Penalty: 5126.213379
	Iteration 42Q: 3 clusters Score -3935724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3935736.000000 Penalty: 5126.213379
	Iteration 43Q: 3 clusters Score -3935736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3935735.250000 Penalty: 5126.213379
	Iteration 44Q: 3 clusters Score -3935735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3935736.000000 Penalty: 5126.213379
	Iteration 45Q: 3 clusters Score -3935736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3935742.750000 Penalty: 5126.213379
	Iteration 46Q: 3 clusters Score -3935743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3935744.250000 Penalty: 5126.213379
	Iteration 47Q: 3 clusters Score -3935744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3935744.250000 Penalty: 5126.213379
	Iteration 48Q: 3 clusters Score -3935744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3935744.750000 Penalty: 5126.213379
	Iteration 49Q: 3 clusters Score -3935745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3935748.500000 Penalty: 5126.213379
	Iteration 50Q: 3 clusters Score -3935748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3935747.500000 Penalty: 5126.213379
	Iteration 51Q: 3 clusters Score -3935748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3935751.500000 Penalty: 5126.213379
	Iteration 52Q: 3 clusters Score -3935752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3935757.250000 Penalty: 5126.213379
	Iteration 53Q: 3 clusters Score -3935757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3935754.500000 Penalty: 5126.213379
	Iteration 54Q: 3 clusters Score -3935754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3935765.000000 Penalty: 5126.213379
	Iteration 55Q: 3 clusters Score -3935765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3935764.750000 Penalty: 5126.213379
	Iteration 56Q: 3 clusters Score -3935765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3935764.500000 Penalty: 5126.213379
	Iteration 57Q: 3 clusters Score -3935764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3935765.250000 Penalty: 5126.213379
	Iteration 58Q: 3 clusters Score -3935765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3935767.250000 Penalty: 5126.213379
	Iteration 59Q: 3 clusters Score -3935767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3935762.750000 Penalty: 5126.213379
	Iteration 60F: 3 clusters Score -3935763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Entering Unmasked Estep 
Score: -542900.750000 Penalty: 2093.785889
	Iteration 0F: 2 clusters Score -542900.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -538642.812500 Penalty: 4187.571777
	Iteration 0F: 3 clusters Score -538642.8 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -539867.500000 Penalty: 4187.571777
	Iteration 1F: 3 clusters Score -539867.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -540240.812500 Penalty: 4187.571777
	Iteration 2F: 3 clusters Score -540240.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -540501.437500 Penalty: 4187.571777
	Iteration 3F: 3 clusters Score -540501.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -540663.562500 Penalty: 4187.571777
	Iteration 4Q: 3 clusters Score -540663.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -540774.312500 Penalty: 4187.571777
	Iteration 5Q: 3 clusters Score -540774.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -540857.312500 Penalty: 4187.571777
	Iteration 6Q: 3 clusters Score -540857.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -540920.125000 Penalty: 4187.571777
	Iteration 7Q: 3 clusters Score -540920.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -540967.875000 Penalty: 4187.571777
	Iteration 8Q: 3 clusters Score -540967.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -541005.687500 Penalty: 4187.571777
	Iteration 9Q: 3 clusters Score -541005.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -541029.375000 Penalty: 4187.571777
	Iteration 10Q: 3 clusters Score -541029.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -541050.812500 Penalty: 4187.571777
	Iteration 11Q: 3 clusters Score -541050.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -541069.625000 Penalty: 4187.571777
	Iteration 12Q: 3 clusters Score -541069.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -541086.437500 Penalty: 4187.571777
	Iteration 13Q: 3 clusters Score -541086.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -541102.937500 Penalty: 4187.571777
	Iteration 14Q: 3 clusters Score -541102.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -541117.500000 Penalty: 4187.571777
	Iteration 15Q: 3 clusters Score -541117.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -541128.562500 Penalty: 4187.571777
	Iteration 16Q: 3 clusters Score -541128.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -541143.250000 Penalty: 4187.571777
	Iteration 17Q: 3 clusters Score -541143.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -541165.375000 Penalty: 4187.571777
	Iteration 18Q: 3 clusters Score -541165.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -541194.937500 Penalty: 4187.571777
	Iteration 19Q: 3 clusters Score -541194.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -541220.062500 Penalty: 4187.571777
	Iteration 20F: 3 clusters Score -541220.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -541242.250000 Penalty: 4187.571777
	Iteration 21Q: 3 clusters Score -541242.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -541262.125000 Penalty: 4187.571777
	Iteration 22Q: 3 clusters Score -541262.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -541276.375000 Penalty: 4187.571777
	Iteration 23Q: 3 clusters Score -541276.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -541289.562500 Penalty: 4187.571777
	Iteration 24Q: 3 clusters Score -541289.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -541300.812500 Penalty: 4187.571777
	Iteration 25Q: 3 clusters Score -541300.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -541317.937500 Penalty: 4187.571777
	Iteration 26Q: 3 clusters Score -541317.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -541338.000000 Penalty: 4187.571777
	Iteration 27Q: 3 clusters Score -541338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -541359.875000 Penalty: 4187.571777
	Iteration 28Q: 3 clusters Score -541359.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -541387.750000 Penalty: 4187.571777
	Iteration 29Q: 3 clusters Score -541387.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -541426.000000 Penalty: 4187.571777
	Iteration 30Q: 3 clusters Score -541426 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -541470.437500 Penalty: 4187.571777
	Iteration 31Q: 3 clusters Score -541470.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -541494.500000 Penalty: 4187.571777
	Iteration 32Q: 3 clusters Score -541494.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -541514.375000 Penalty: 4187.571777
	Iteration 33Q: 3 clusters Score -541514.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -541532.812500 Penalty: 4187.571777
	Iteration 34Q: 3 clusters Score -541532.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -541551.875000 Penalty: 4187.571777
	Iteration 35Q: 3 clusters Score -541551.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -541565.062500 Penalty: 4187.571777
	Iteration 36Q: 3 clusters Score -541565.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -541575.562500 Penalty: 4187.571777
	Iteration 37Q: 3 clusters Score -541575.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -541580.125000 Penalty: 4187.571777
	Iteration 38Q: 3 clusters Score -541580.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -541586.125000 Penalty: 4187.571777
	Iteration 39Q: 3 clusters Score -541586.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -541594.062500 Penalty: 4187.571777
	Iteration 40F: 3 clusters Score -541594.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -541600.937500 Penalty: 4187.571777
	Iteration 41Q: 3 clusters Score -541600.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -541612.687500 Penalty: 4187.571777
	Iteration 42Q: 3 clusters Score -541612.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -541625.375000 Penalty: 4187.571777
	Iteration 43Q: 3 clusters Score -541625.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -541639.250000 Penalty: 4187.571777
	Iteration 44Q: 3 clusters Score -541639.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -541652.937500 Penalty: 4187.571777
	Iteration 45Q: 3 clusters Score -541652.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -541663.687500 Penalty: 4187.571777
	Iteration 46Q: 3 clusters Score -541663.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -541672.312500 Penalty: 4187.571777
	Iteration 47Q: 3 clusters Score -541672.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -541680.812500 Penalty: 4187.571777
	Iteration 48Q: 3 clusters Score -541680.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -541684.375000 Penalty: 4187.571777
	Iteration 49Q: 3 clusters Score -541684.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -541691.062500 Penalty: 4187.571777
	Iteration 50Q: 3 clusters Score -541691.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -541695.437500 Penalty: 4187.571777
	Iteration 51Q: 3 clusters Score -541695.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -541698.437500 Penalty: 4187.571777
	Iteration 52Q: 3 clusters Score -541698.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -541701.187500 Penalty: 4187.571777
	Iteration 53Q: 3 clusters Score -541701.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -541702.562500 Penalty: 4187.571777
	Iteration 54Q: 3 clusters Score -541702.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -541701.812500 Penalty: 4187.571777
	Iteration 55Q: 3 clusters Score -541701.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -541703.500000 Penalty: 4187.571777
	Iteration 56Q: 3 clusters Score -541703.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -541703.500000 Penalty: 4187.571777
	Iteration 57F: 3 clusters Score -541703.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (159340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159340 members 
Entering Unmasked Estep 
Score: -21812456.000000 Penalty: 2970.741455
	Iteration 0F: 2 clusters Score -2.181246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79633 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -21709198.000000 Penalty: 5941.482910
	Iteration 0F: 3 clusters Score -2.17092e+07 nChanged 76370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 79861 members 
Entering Unmasked Estep 
Score: -21753158.000000 Penalty: 5941.482910
	Iteration 1F: 3 clusters Score -2.175316e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79718 members 
Mstep: Class 2 contains 79622 members 
Entering Unmasked Estep 
Score: -21754298.000000 Penalty: 5941.482910
	Iteration 2Q: 3 clusters Score -2.17543e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80267 members 
Mstep: Class 2 contains 79073 members 
Entering Unmasked Estep 
Score: -21755818.000000 Penalty: 5941.482910
	Iteration 3Q: 3 clusters Score -2.175582e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81319 members 
Mstep: Class 2 contains 78021 members 
Entering Unmasked Estep 
Score: -21757828.000000 Penalty: 5941.482910
	Iteration 4Q: 3 clusters Score -2.175783e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83281 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -21761216.000000 Penalty: 5941.482910
	Iteration 5Q: 3 clusters Score -2.176122e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86340 members 
Mstep: Class 2 contains 73000 members 
Entering Unmasked Estep 
Score: -21766184.000000 Penalty: 5941.482910
	Iteration 6F: 3 clusters Score -2.176618e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90142 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -21772032.000000 Penalty: 5941.482910
	Iteration 7F: 3 clusters Score -2.177203e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94131 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
Score: -21777346.000000 Penalty: 5941.482910
	Iteration 8F: 3 clusters Score -2.177735e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97999 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
Score: -21781198.000000 Penalty: 5941.482910
	Iteration 9F: 3 clusters Score -2.17812e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101561 members 
Mstep: Class 2 contains 57779 members 
Entering Unmasked Estep 
Score: -21783732.000000 Penalty: 5941.482910
	Iteration 10Q: 3 clusters Score -2.178373e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104990 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -21785132.000000 Penalty: 5941.482910
	Iteration 11Q: 3 clusters Score -2.178513e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108623 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -21786390.000000 Penalty: 5941.482910
	Iteration 12Q: 3 clusters Score -2.178639e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112625 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -21787898.000000 Penalty: 5941.482910
	Iteration 13Q: 3 clusters Score -2.17879e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117005 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -21789376.000000 Penalty: 5941.482910
	Iteration 14Q: 3 clusters Score -2.178938e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121774 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -21791136.000000 Penalty: 5941.482910
	Iteration 15Q: 3 clusters Score -2.179114e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126933 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -21793382.000000 Penalty: 5941.482910
	Iteration 16Q: 3 clusters Score -2.179338e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132194 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -21795772.000000 Penalty: 5941.482910
	Iteration 17Q: 3 clusters Score -2.179577e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137369 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -21798200.000000 Penalty: 5941.482910
	Iteration 18Q: 3 clusters Score -2.17982e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142132 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -21800908.000000 Penalty: 5941.482910
	Iteration 19Q: 3 clusters Score -2.180091e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146343 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -21803518.000000 Penalty: 5941.482910
	Iteration 20F: 3 clusters Score -2.180352e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149636 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -21805420.000000 Penalty: 5941.482910
	Iteration 21Q: 3 clusters Score -2.180542e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152086 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -21806940.000000 Penalty: 5941.482910
	Iteration 22Q: 3 clusters Score -2.180694e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153767 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -21807830.000000 Penalty: 5941.482910
	Iteration 23Q: 3 clusters Score -2.180783e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154944 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -21808386.000000 Penalty: 5941.482910
	Iteration 24Q: 3 clusters Score -2.180839e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155786 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -21808840.000000 Penalty: 5941.482910
	Iteration 25Q: 3 clusters Score -2.180884e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156382 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -21809024.000000 Penalty: 5941.482910
	Iteration 26Q: 3 clusters Score -2.180902e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156801 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -21809276.000000 Penalty: 5941.482910
	Iteration 27Q: 3 clusters Score -2.180928e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157092 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -21809440.000000 Penalty: 5941.482910
	Iteration 28Q: 3 clusters Score -2.180944e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157310 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -21809618.000000 Penalty: 5941.482910
	Iteration 29Q: 3 clusters Score -2.180962e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157485 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -21809698.000000 Penalty: 5941.482910
	Iteration 30Q: 3 clusters Score -2.18097e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157616 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -21809768.000000 Penalty: 5941.482910
	Iteration 31Q: 3 clusters Score -2.180977e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157703 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -21809830.000000 Penalty: 5941.482910
	Iteration 32Q: 3 clusters Score -2.180983e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157770 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -21809884.000000 Penalty: 5941.482910
	Iteration 33Q: 3 clusters Score -2.180988e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157829 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -21809928.000000 Penalty: 5941.482910
	Iteration 34Q: 3 clusters Score -2.180993e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157876 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -21809962.000000 Penalty: 5941.482910
	Iteration 35Q: 3 clusters Score -2.180996e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157916 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -21809988.000000 Penalty: 5941.482910
	Iteration 36Q: 3 clusters Score -2.180999e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157928 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -21809996.000000 Penalty: 5941.482910
	Iteration 37Q: 3 clusters Score -2.181e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157944 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -21810000.000000 Penalty: 5941.482910
	Iteration 38Q: 3 clusters Score -2.181e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157958 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -21809974.000000 Penalty: 5941.482910
	Iteration 39Q: 3 clusters Score -2.180997e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157983 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -21809994.000000 Penalty: 5941.482910
	Iteration 40F: 3 clusters Score -2.180999e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157997 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -21810030.000000 Penalty: 5941.482910
	Iteration 41Q: 3 clusters Score -2.181003e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158006 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -21810042.000000 Penalty: 5941.482910
	Iteration 42Q: 3 clusters Score -2.181004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158023 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -21810070.000000 Penalty: 5941.482910
	Iteration 43Q: 3 clusters Score -2.181007e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158034 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -21810070.000000 Penalty: 5941.482910
	Iteration 44Q: 3 clusters Score -2.181007e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158037 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -21810066.000000 Penalty: 5941.482910
	Iteration 45Q: 3 clusters Score -2.181007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158045 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -21810060.000000 Penalty: 5941.482910
	Iteration 46Q: 3 clusters Score -2.181006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158052 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -21810052.000000 Penalty: 5941.482910
	Iteration 47Q: 3 clusters Score -2.181005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158056 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -21810054.000000 Penalty: 5941.482910
	Iteration 48Q: 3 clusters Score -2.181005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158060 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -21810068.000000 Penalty: 5941.482910
	Iteration 49Q: 3 clusters Score -2.181007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158065 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -21810072.000000 Penalty: 5941.482910
	Iteration 50Q: 3 clusters Score -2.181007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158071 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -21810072.000000 Penalty: 5941.482910
	Iteration 51Q: 3 clusters Score -2.181007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158075 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -21810060.000000 Penalty: 5941.482910
	Iteration 52Q: 3 clusters Score -2.181006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158078 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -21810070.000000 Penalty: 5941.482910
	Iteration 53Q: 3 clusters Score -2.181007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158080 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -21810062.000000 Penalty: 5941.482910
	Iteration 54Q: 3 clusters Score -2.181006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158086 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -21810068.000000 Penalty: 5941.482910
	Iteration 55Q: 3 clusters Score -2.181007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158092 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -21810074.000000 Penalty: 5941.482910
	Iteration 56Q: 3 clusters Score -2.181007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158096 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -21810082.000000 Penalty: 5941.482910
	Iteration 57Q: 3 clusters Score -2.181008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158100 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -21810076.000000 Penalty: 5941.482910
	Iteration 58Q: 3 clusters Score -2.181008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158103 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -21810096.000000 Penalty: 5941.482910
	Iteration 59Q: 3 clusters Score -2.18101e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158107 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -21810096.000000 Penalty: 5941.482910
	Iteration 60F: 3 clusters Score -2.18101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158111 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -21810104.000000 Penalty: 5941.482910
	Iteration 61Q: 3 clusters Score -2.18101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158117 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -21810110.000000 Penalty: 5941.482910
	Iteration 62Q: 3 clusters Score -2.181011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158124 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -21810108.000000 Penalty: 5941.482910
	Iteration 63Q: 3 clusters Score -2.181011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158132 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -21810116.000000 Penalty: 5941.482910
	Iteration 64Q: 3 clusters Score -2.181012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158136 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -21810112.000000 Penalty: 5941.482910
	Iteration 65Q: 3 clusters Score -2.181011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158143 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -21810128.000000 Penalty: 5941.482910
	Iteration 66Q: 3 clusters Score -2.181013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158151 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -21810136.000000 Penalty: 5941.482910
	Iteration 67Q: 3 clusters Score -2.181014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158157 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21810132.000000 Penalty: 5941.482910
	Iteration 68Q: 3 clusters Score -2.181013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158165 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -21810150.000000 Penalty: 5941.482910
	Iteration 69Q: 3 clusters Score -2.181015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158169 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -21810144.000000 Penalty: 5941.482910
	Iteration 70Q: 3 clusters Score -2.181014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158169 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -21810144.000000 Penalty: 5941.482910
	Iteration 71F: 3 clusters Score -2.181014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -525928.062500 Penalty: 2055.494385
	Iteration 0F: 2 clusters Score -525928.1 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 1959 members 
Entering Unmasked Estep 
Score: -522046.687500 Penalty: 4110.988770
	Iteration 0F: 3 clusters Score -522046.7 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -522916.781250 Penalty: 4110.988770
	Iteration 1F: 3 clusters Score -522916.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -523141.125000 Penalty: 4110.988770
	Iteration 2F: 3 clusters Score -523141.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -523305.062500 Penalty: 4110.988770
	Iteration 3F: 3 clusters Score -523305.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -523414.812500 Penalty: 4110.988770
	Iteration 4Q: 3 clusters Score -523414.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -523518.625000 Penalty: 4110.988770
	Iteration 5Q: 3 clusters Score -523518.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -523591.000000 Penalty: 4110.988770
	Iteration 6Q: 3 clusters Score -523591 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -523635.843750 Penalty: 4110.988770
	Iteration 7Q: 3 clusters Score -523635.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -523680.218750 Penalty: 4110.988770
	Iteration 8Q: 3 clusters Score -523680.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -523719.750000 Penalty: 4110.988770
	Iteration 9Q: 3 clusters Score -523719.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -523759.531250 Penalty: 4110.988770
	Iteration 10Q: 3 clusters Score -523759.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -523796.875000 Penalty: 4110.988770
	Iteration 11Q: 3 clusters Score -523796.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -523831.281250 Penalty: 4110.988770
	Iteration 12Q: 3 clusters Score -523831.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -523854.343750 Penalty: 4110.988770
	Iteration 13Q: 3 clusters Score -523854.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -523874.218750 Penalty: 4110.988770
	Iteration 14Q: 3 clusters Score -523874.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -523895.343750 Penalty: 4110.988770
	Iteration 15Q: 3 clusters Score -523895.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -523915.937500 Penalty: 4110.988770
	Iteration 16Q: 3 clusters Score -523915.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -523943.750000 Penalty: 4110.988770
	Iteration 17Q: 3 clusters Score -523943.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -523972.718750 Penalty: 4110.988770
	Iteration 18Q: 3 clusters Score -523972.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -523998.718750 Penalty: 4110.988770
	Iteration 19Q: 3 clusters Score -523998.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -524020.156250 Penalty: 4110.988770
	Iteration 20F: 3 clusters Score -524020.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -524044.468750 Penalty: 4110.988770
	Iteration 21Q: 3 clusters Score -524044.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -524066.093750 Penalty: 4110.988770
	Iteration 22Q: 3 clusters Score -524066.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -524083.218750 Penalty: 4110.988770
	Iteration 23Q: 3 clusters Score -524083.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -524095.468750 Penalty: 4110.988770
	Iteration 24Q: 3 clusters Score -524095.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -524105.468750 Penalty: 4110.988770
	Iteration 25Q: 3 clusters Score -524105.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -524110.093750 Penalty: 4110.988770
	Iteration 26Q: 3 clusters Score -524110.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -524112.562500 Penalty: 4110.988770
	Iteration 27Q: 3 clusters Score -524112.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -524117.312500 Penalty: 4110.988770
	Iteration 28Q: 3 clusters Score -524117.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -524124.750000 Penalty: 4110.988770
	Iteration 29Q: 3 clusters Score -524124.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -524126.343750 Penalty: 4110.988770
	Iteration 30Q: 3 clusters Score -524126.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -524131.562500 Penalty: 4110.988770
	Iteration 31Q: 3 clusters Score -524131.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -524131.375000 Penalty: 4110.988770
	Iteration 32Q: 3 clusters Score -524131.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -524132.593750 Penalty: 4110.988770
	Iteration 33Q: 3 clusters Score -524132.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -524132.656250 Penalty: 4110.988770
	Iteration 34Q: 3 clusters Score -524132.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -524132.687500 Penalty: 4110.988770
	Iteration 35Q: 3 clusters Score -524132.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -524134.656250 Penalty: 4110.988770
	Iteration 36Q: 3 clusters Score -524134.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -524135.406250 Penalty: 4110.988770
	Iteration 37Q: 3 clusters Score -524135.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -524135.687500 Penalty: 4110.988770
	Iteration 38Q: 3 clusters Score -524135.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -524135.687500 Penalty: 4110.988770
	Iteration 39F: 3 clusters Score -524135.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Entering Unmasked Estep 
Score: -3573749.000000 Penalty: 2525.274414
	Iteration 0F: 2 clusters Score -3573749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -3555616.250000 Penalty: 5050.548828
	Iteration 0F: 3 clusters Score -3555616 nChanged 11816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3561715.000000 Penalty: 5050.548828
	Iteration 1F: 3 clusters Score -3561715 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -3562115.500000 Penalty: 5050.548828
	Iteration 2Q: 3 clusters Score -3562116 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3562430.750000 Penalty: 5050.548828
	Iteration 3Q: 3 clusters Score -3562431 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3562669.500000 Penalty: 5050.548828
	Iteration 4Q: 3 clusters Score -3562670 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -3562932.250000 Penalty: 5050.548828
	Iteration 5Q: 3 clusters Score -3562932 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -3563256.750000 Penalty: 5050.548828
	Iteration 6Q: 3 clusters Score -3563257 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -3563642.000000 Penalty: 5050.548828
	Iteration 7Q: 3 clusters Score -3563642 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -3564070.250000 Penalty: 5050.548828
	Iteration 8Q: 3 clusters Score -3564070 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -3564578.750000 Penalty: 5050.548828
	Iteration 9Q: 3 clusters Score -3564579 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3565197.250000 Penalty: 5050.548828
	Iteration 10Q: 3 clusters Score -3565197 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3565937.250000 Penalty: 5050.548828
	Iteration 11Q: 3 clusters Score -3565937 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -3566842.750000 Penalty: 5050.548828
	Iteration 12Q: 3 clusters Score -3566843 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -3567887.500000 Penalty: 5050.548828
	Iteration 13Q: 3 clusters Score -3567888 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -3568931.750000 Penalty: 5050.548828
	Iteration 14Q: 3 clusters Score -3568932 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3569819.500000 Penalty: 5050.548828
	Iteration 15Q: 3 clusters Score -3569820 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3570431.750000 Penalty: 5050.548828
	Iteration 16Q: 3 clusters Score -3570432 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3570790.000000 Penalty: 5050.548828
	Iteration 17Q: 3 clusters Score -3570790 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3571073.500000 Penalty: 5050.548828
	Iteration 18Q: 3 clusters Score -3571074 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3571227.250000 Penalty: 5050.548828
	Iteration 19Q: 3 clusters Score -3571227 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3571328.000000 Penalty: 5050.548828
	Iteration 20F: 3 clusters Score -3571328 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3571424.000000 Penalty: 5050.548828
	Iteration 21Q: 3 clusters Score -3571424 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3571487.500000 Penalty: 5050.548828
	Iteration 22Q: 3 clusters Score -3571488 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3571540.500000 Penalty: 5050.548828
	Iteration 23Q: 3 clusters Score -3571540 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3571575.750000 Penalty: 5050.548828
	Iteration 24Q: 3 clusters Score -3571576 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3571591.750000 Penalty: 5050.548828
	Iteration 25Q: 3 clusters Score -3571592 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3571609.500000 Penalty: 5050.548828
	Iteration 26Q: 3 clusters Score -3571610 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3571640.750000 Penalty: 5050.548828
	Iteration 27Q: 3 clusters Score -3571641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3571655.250000 Penalty: 5050.548828
	Iteration 28Q: 3 clusters Score -3571655 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3571672.000000 Penalty: 5050.548828
	Iteration 29Q: 3 clusters Score -3571672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3571675.000000 Penalty: 5050.548828
	Iteration 30Q: 3 clusters Score -3571675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3571677.500000 Penalty: 5050.548828
	Iteration 31Q: 3 clusters Score -3571678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3571686.250000 Penalty: 5050.548828
	Iteration 32Q: 3 clusters Score -3571686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3571691.000000 Penalty: 5050.548828
	Iteration 33Q: 3 clusters Score -3571691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3571697.000000 Penalty: 5050.548828
	Iteration 34Q: 3 clusters Score -3571697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3571700.250000 Penalty: 5050.548828
	Iteration 35Q: 3 clusters Score -3571700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3571710.000000 Penalty: 5050.548828
	Iteration 36Q: 3 clusters Score -3571710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3571710.000000 Penalty: 5050.548828
	Iteration 37Q: 3 clusters Score -3571710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3571709.500000 Penalty: 5050.548828
	Iteration 38Q: 3 clusters Score -3571710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3571714.500000 Penalty: 5050.548828
	Iteration 39Q: 3 clusters Score -3571714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3571715.250000 Penalty: 5050.548828
	Iteration 40F: 3 clusters Score -3571715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3571719.000000 Penalty: 5050.548828
	Iteration 41Q: 3 clusters Score -3571719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3571722.000000 Penalty: 5050.548828
	Iteration 42Q: 3 clusters Score -3571722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3571725.000000 Penalty: 5050.548828
	Iteration 43Q: 3 clusters Score -3571725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3571728.000000 Penalty: 5050.548828
	Iteration 44Q: 3 clusters Score -3571728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3571727.000000 Penalty: 5050.548828
	Iteration 45Q: 3 clusters Score -3571727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3571731.500000 Penalty: 5050.548828
	Iteration 46Q: 3 clusters Score -3571732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3571728.750000 Penalty: 5050.548828
	Iteration 47Q: 3 clusters Score -3571729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3571729.500000 Penalty: 5050.548828
	Iteration 48Q: 3 clusters Score -3571730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3571732.250000 Penalty: 5050.548828
	Iteration 49Q: 3 clusters Score -3571732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3571733.000000 Penalty: 5050.548828
	Iteration 50Q: 3 clusters Score -3571733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3571731.250000 Penalty: 5050.548828
	Iteration 51Q: 3 clusters Score -3571731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3571732.750000 Penalty: 5050.548828
	Iteration 52Q: 3 clusters Score -3571733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3571735.500000 Penalty: 5050.548828
	Iteration 53Q: 3 clusters Score -3571736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3571742.000000 Penalty: 5050.548828
	Iteration 54Q: 3 clusters Score -3571742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3571745.000000 Penalty: 5050.548828
	Iteration 55Q: 3 clusters Score -3571745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3571755.500000 Penalty: 5050.548828
	Iteration 56Q: 3 clusters Score -3571756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3571753.750000 Penalty: 5050.548828
	Iteration 57Q: 3 clusters Score -3571754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3571757.500000 Penalty: 5050.548828
	Iteration 58Q: 3 clusters Score -3571758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3571755.000000 Penalty: 5050.548828
	Iteration 59Q: 3 clusters Score -3571755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3571757.000000 Penalty: 5050.548828
	Iteration 60F: 3 clusters Score -3571757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3571758.500000 Penalty: 5050.548828
	Iteration 61Q: 3 clusters Score -3571758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3571760.750000 Penalty: 5050.548828
	Iteration 62Q: 3 clusters Score -3571761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3571764.500000 Penalty: 5050.548828
	Iteration 63Q: 3 clusters Score -3571764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3571767.000000 Penalty: 5050.548828
	Iteration 64Q: 3 clusters Score -3571767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3571774.500000 Penalty: 5050.548828
	Iteration 65Q: 3 clusters Score -3571774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3571773.500000 Penalty: 5050.548828
	Iteration 66Q: 3 clusters Score -3571774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3571782.250000 Penalty: 5050.548828
	Iteration 67Q: 3 clusters Score -3571782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3571780.000000 Penalty: 5050.548828
	Iteration 68Q: 3 clusters Score -3571780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3571775.500000 Penalty: 5050.548828
	Iteration 69Q: 3 clusters Score -3571776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3571773.250000 Penalty: 5050.548828
	Iteration 70Q: 3 clusters Score -3571773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3571777.500000 Penalty: 5050.548828
	Iteration 71Q: 3 clusters Score -3571778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3571779.750000 Penalty: 5050.548828
	Iteration 72Q: 3 clusters Score -3571780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3571782.000000 Penalty: 5050.548828
	Iteration 73Q: 3 clusters Score -3571782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3571779.250000 Penalty: 5050.548828
	Iteration 74Q: 3 clusters Score -3571779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3571780.750000 Penalty: 5050.548828
	Iteration 75Q: 3 clusters Score -3571781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3571780.500000 Penalty: 5050.548828
	Iteration 76Q: 3 clusters Score -3571780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3571780.500000 Penalty: 5050.548828
	Iteration 77F: 3 clusters Score -3571780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Entering Unmasked Estep 
Score: -2730520.750000 Penalty: 2471.810791
	Iteration 0F: 2 clusters Score -2730521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2715639.000000 Penalty: 4943.621582
	Iteration 0F: 3 clusters Score -2715639 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2720688.500000 Penalty: 4943.621582
	Iteration 1F: 3 clusters Score -2720688 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2721223.500000 Penalty: 4943.621582
	Iteration 2F: 3 clusters Score -2721224 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2721806.000000 Penalty: 4943.621582
	Iteration 3F: 3 clusters Score -2721806 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2722505.750000 Penalty: 4943.621582
	Iteration 4F: 3 clusters Score -2722506 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2723179.500000 Penalty: 4943.621582
	Iteration 5F: 3 clusters Score -2723180 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2723757.750000 Penalty: 4943.621582
	Iteration 6F: 3 clusters Score -2723758 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2724358.250000 Penalty: 4943.621582
	Iteration 7F: 3 clusters Score -2724358 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2724988.250000 Penalty: 4943.621582
	Iteration 8Q: 3 clusters Score -2724988 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2725603.500000 Penalty: 4943.621582
	Iteration 9Q: 3 clusters Score -2725604 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2726183.250000 Penalty: 4943.621582
	Iteration 10Q: 3 clusters Score -2726183 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2726692.250000 Penalty: 4943.621582
	Iteration 11Q: 3 clusters Score -2726692 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2727083.000000 Penalty: 4943.621582
	Iteration 12Q: 3 clusters Score -2727083 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2727431.500000 Penalty: 4943.621582
	Iteration 13Q: 3 clusters Score -2727432 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2727680.250000 Penalty: 4943.621582
	Iteration 14Q: 3 clusters Score -2727680 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2727877.750000 Penalty: 4943.621582
	Iteration 15Q: 3 clusters Score -2727878 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2728030.750000 Penalty: 4943.621582
	Iteration 16Q: 3 clusters Score -2728031 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2728137.500000 Penalty: 4943.621582
	Iteration 17Q: 3 clusters Score -2728138 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2728239.500000 Penalty: 4943.621582
	Iteration 18Q: 3 clusters Score -2728240 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2728316.500000 Penalty: 4943.621582
	Iteration 19Q: 3 clusters Score -2728316 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2728392.500000 Penalty: 4943.621582
	Iteration 20F: 3 clusters Score -2728392 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2728473.000000 Penalty: 4943.621582
	Iteration 21Q: 3 clusters Score -2728473 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2728561.250000 Penalty: 4943.621582
	Iteration 22Q: 3 clusters Score -2728561 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2728653.000000 Penalty: 4943.621582
	Iteration 23Q: 3 clusters Score -2728653 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2728739.000000 Penalty: 4943.621582
	Iteration 24Q: 3 clusters Score -2728739 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2728818.500000 Penalty: 4943.621582
	Iteration 25Q: 3 clusters Score -2728818 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2728914.750000 Penalty: 4943.621582
	Iteration 26Q: 3 clusters Score -2728915 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2728982.500000 Penalty: 4943.621582
	Iteration 27Q: 3 clusters Score -2728982 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2729058.250000 Penalty: 4943.621582
	Iteration 28Q: 3 clusters Score -2729058 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2729101.500000 Penalty: 4943.621582
	Iteration 29Q: 3 clusters Score -2729102 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2729130.250000 Penalty: 4943.621582
	Iteration 30Q: 3 clusters Score -2729130 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2729154.250000 Penalty: 4943.621582
	Iteration 31Q: 3 clusters Score -2729154 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2729176.000000 Penalty: 4943.621582
	Iteration 32Q: 3 clusters Score -2729176 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2729205.750000 Penalty: 4943.621582
	Iteration 33Q: 3 clusters Score -2729206 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2729219.750000 Penalty: 4943.621582
	Iteration 34Q: 3 clusters Score -2729220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2729238.500000 Penalty: 4943.621582
	Iteration 35Q: 3 clusters Score -2729238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2729253.500000 Penalty: 4943.621582
	Iteration 36Q: 3 clusters Score -2729254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2729264.000000 Penalty: 4943.621582
	Iteration 37Q: 3 clusters Score -2729264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2729279.500000 Penalty: 4943.621582
	Iteration 38Q: 3 clusters Score -2729280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2729287.250000 Penalty: 4943.621582
	Iteration 39Q: 3 clusters Score -2729287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2729285.500000 Penalty: 4943.621582
	Iteration 40F: 3 clusters Score -2729286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2729291.250000 Penalty: 4943.621582
	Iteration 41Q: 3 clusters Score -2729291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2729282.750000 Penalty: 4943.621582
	Iteration 42Q: 3 clusters Score -2729283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2729284.000000 Penalty: 4943.621582
	Iteration 43Q: 3 clusters Score -2729284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2729286.000000 Penalty: 4943.621582
	Iteration 44Q: 3 clusters Score -2729286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2729295.750000 Penalty: 4943.621582
	Iteration 45Q: 3 clusters Score -2729296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2729297.750000 Penalty: 4943.621582
	Iteration 46Q: 3 clusters Score -2729298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2729301.500000 Penalty: 4943.621582
	Iteration 47Q: 3 clusters Score -2729302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2729302.500000 Penalty: 4943.621582
	Iteration 48Q: 3 clusters Score -2729302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2729300.750000 Penalty: 4943.621582
	Iteration 49Q: 3 clusters Score -2729301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2729305.750000 Penalty: 4943.621582
	Iteration 50Q: 3 clusters Score -2729306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2729305.250000 Penalty: 4943.621582
	Iteration 51Q: 3 clusters Score -2729305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2729305.250000 Penalty: 4943.621582
	Iteration 52Q: 3 clusters Score -2729305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2729304.500000 Penalty: 4943.621582
	Iteration 53Q: 3 clusters Score -2729304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2729304.500000 Penalty: 4943.621582
	Iteration 54Q: 3 clusters Score -2729304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2729304.500000 Penalty: 4943.621582
	Iteration 55Q: 3 clusters Score -2729304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2729303.500000 Penalty: 4943.621582
	Iteration 56Q: 3 clusters Score -2729304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2729307.250000 Penalty: 4943.621582
	Iteration 57Q: 3 clusters Score -2729307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2729313.250000 Penalty: 4943.621582
	Iteration 58Q: 3 clusters Score -2729313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2729317.750000 Penalty: 4943.621582
	Iteration 59Q: 3 clusters Score -2729318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2729321.000000 Penalty: 4943.621582
	Iteration 60F: 3 clusters Score -2729321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2729321.750000 Penalty: 4943.621582
	Iteration 61Q: 3 clusters Score -2729322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2729328.750000 Penalty: 4943.621582
	Iteration 62Q: 3 clusters Score -2729329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2729329.750000 Penalty: 4943.621582
	Iteration 63Q: 3 clusters Score -2729330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2729323.750000 Penalty: 4943.621582
	Iteration 64Q: 3 clusters Score -2729324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2729324.750000 Penalty: 4943.621582
	Iteration 65Q: 3 clusters Score -2729325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2729332.750000 Penalty: 4943.621582
	Iteration 66Q: 3 clusters Score -2729333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2729339.000000 Penalty: 4943.621582
	Iteration 67Q: 3 clusters Score -2729339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2729341.750000 Penalty: 4943.621582
	Iteration 68Q: 3 clusters Score -2729342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2729338.750000 Penalty: 4943.621582
	Iteration 69Q: 3 clusters Score -2729339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2729336.500000 Penalty: 4943.621582
	Iteration 70Q: 3 clusters Score -2729336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2729340.500000 Penalty: 4943.621582
	Iteration 71Q: 3 clusters Score -2729340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2729338.250000 Penalty: 4943.621582
	Iteration 72Q: 3 clusters Score -2729338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2729335.750000 Penalty: 4943.621582
	Iteration 73Q: 3 clusters Score -2729336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2729338.750000 Penalty: 4943.621582
	Iteration 74Q: 3 clusters Score -2729339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2729342.250000 Penalty: 4943.621582
	Iteration 75Q: 3 clusters Score -2729342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2729340.750000 Penalty: 4943.621582
	Iteration 76Q: 3 clusters Score -2729341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2729348.000000 Penalty: 4943.621582
	Iteration 77Q: 3 clusters Score -2729348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2729347.750000 Penalty: 4943.621582
	Iteration 78Q: 3 clusters Score -2729348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2729347.000000 Penalty: 4943.621582
	Iteration 79Q: 3 clusters Score -2729347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2729349.250000 Penalty: 4943.621582
	Iteration 80F: 3 clusters Score -2729349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2729355.000000 Penalty: 4943.621582
	Iteration 81Q: 3 clusters Score -2729355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2729347.750000 Penalty: 4943.621582
	Iteration 82Q: 3 clusters Score -2729348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2729346.000000 Penalty: 4943.621582
	Iteration 83Q: 3 clusters Score -2729346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2729351.250000 Penalty: 4943.621582
	Iteration 84Q: 3 clusters Score -2729351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2729350.250000 Penalty: 4943.621582
	Iteration 85Q: 3 clusters Score -2729350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2729356.500000 Penalty: 4943.621582
	Iteration 86Q: 3 clusters Score -2729356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2729354.500000 Penalty: 4943.621582
	Iteration 87Q: 3 clusters Score -2729354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2729355.500000 Penalty: 4943.621582
	Iteration 88Q: 3 clusters Score -2729356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2729357.000000 Penalty: 4943.621582
	Iteration 89Q: 3 clusters Score -2729357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2729361.250000 Penalty: 4943.621582
	Iteration 90Q: 3 clusters Score -2729361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2729358.750000 Penalty: 4943.621582
	Iteration 91Q: 3 clusters Score -2729359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2729359.000000 Penalty: 4943.621582
	Iteration 92Q: 3 clusters Score -2729359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2729358.000000 Penalty: 4943.621582
	Iteration 93Q: 3 clusters Score -2729358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2729358.000000 Penalty: 4943.621582
	Iteration 94F: 3 clusters Score -2729358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (165024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165024 members 
Entering Unmasked Estep 
Score: -22565044.000000 Penalty: 2979.433838
	Iteration 0F: 2 clusters Score -2.256504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -22454428.000000 Penalty: 5958.867676
	Iteration 0F: 3 clusters Score -2.245443e+07 nChanged 78942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 93753 members 
Entering Unmasked Estep 
Score: -22502318.000000 Penalty: 5958.867676
	Iteration 1F: 3 clusters Score -2.250232e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64875 members 
Mstep: Class 2 contains 100149 members 
Entering Unmasked Estep 
Score: -22505448.000000 Penalty: 5958.867676
	Iteration 2Q: 3 clusters Score -2.250545e+07 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 109676 members 
Entering Unmasked Estep 
Score: -22511080.000000 Penalty: 5958.867676
	Iteration 3F: 3 clusters Score -2.251108e+07 nChanged 12969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 122541 members 
Entering Unmasked Estep 
Score: -22520614.000000 Penalty: 5958.867676
	Iteration 4F: 3 clusters Score -2.252061e+07 nChanged 15232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 137733 members 
Entering Unmasked Estep 
Score: -22534838.000000 Penalty: 5958.867676
	Iteration 5F: 3 clusters Score -2.253484e+07 nChanged 13798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 151527 members 
Entering Unmasked Estep 
Score: -22549082.000000 Penalty: 5958.867676
	Iteration 6F: 3 clusters Score -2.254908e+07 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 159991 members 
Entering Unmasked Estep 
Score: -22557678.000000 Penalty: 5958.867676
	Iteration 7F: 3 clusters Score -2.255768e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 163401 members 
Entering Unmasked Estep 
Score: -22560968.000000 Penalty: 5958.867676
	Iteration 8Q: 3 clusters Score -2.256097e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 164337 members 
Entering Unmasked Estep 
Score: -22561962.000000 Penalty: 5958.867676
	Iteration 9Q: 3 clusters Score -2.256196e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 164594 members 
Entering Unmasked Estep 
Score: -22562238.000000 Penalty: 5958.867676
	Iteration 10Q: 3 clusters Score -2.256224e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 164660 members 
Entering Unmasked Estep 
Score: -22562362.000000 Penalty: 5958.867676
	Iteration 11Q: 3 clusters Score -2.256236e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 164684 members 
Entering Unmasked Estep 
Score: -22562432.000000 Penalty: 5958.867676
	Iteration 12Q: 3 clusters Score -2.256243e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 164699 members 
Entering Unmasked Estep 
Score: -22562478.000000 Penalty: 5958.867676
	Iteration 13Q: 3 clusters Score -2.256248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 164710 members 
Entering Unmasked Estep 
Score: -22562490.000000 Penalty: 5958.867676
	Iteration 14Q: 3 clusters Score -2.256249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 164712 members 
Entering Unmasked Estep 
Score: -22562492.000000 Penalty: 5958.867676
	Iteration 15Q: 3 clusters Score -2.256249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 164714 members 
Entering Unmasked Estep 
Score: -22562510.000000 Penalty: 5958.867676
	Iteration 16Q: 3 clusters Score -2.256251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 164716 members 
Entering Unmasked Estep 
Score: -22562524.000000 Penalty: 5958.867676
	Iteration 17Q: 3 clusters Score -2.256252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 164719 members 
Entering Unmasked Estep 
Score: -22562528.000000 Penalty: 5958.867676
	Iteration 18Q: 3 clusters Score -2.256253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 164718 members 
Entering Unmasked Estep 
Score: -22562536.000000 Penalty: 5958.867676
	Iteration 19Q: 3 clusters Score -2.256254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 164719 members 
Entering Unmasked Estep 
Score: -22562538.000000 Penalty: 5958.867676
	Iteration 20F: 3 clusters Score -2.256254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 164716 members 
Entering Unmasked Estep 
Score: -22562550.000000 Penalty: 5958.867676
	Iteration 21Q: 3 clusters Score -2.256255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 164717 members 
Entering Unmasked Estep 
Score: -22562544.000000 Penalty: 5958.867676
	Iteration 22Q: 3 clusters Score -2.256254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 164717 members 
Entering Unmasked Estep 
Score: -22562536.000000 Penalty: 5958.867676
	Iteration 23Q: 3 clusters Score -2.256254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 164717 members 
Entering Unmasked Estep 
Score: -22562536.000000 Penalty: 5958.867676
	Iteration 24F: 3 clusters Score -2.256254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Entering Unmasked Estep 
Score: -2953360.750000 Penalty: 2477.129639
	Iteration 0F: 2 clusters Score -2953361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2938266.750000 Penalty: 4954.259277
	Iteration 0F: 3 clusters Score -2938267 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2943604.000000 Penalty: 4954.259277
	Iteration 1F: 3 clusters Score -2943604 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2944293.500000 Penalty: 4954.259277
	Iteration 2F: 3 clusters Score -2944294 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2944997.500000 Penalty: 4954.259277
	Iteration 3F: 3 clusters Score -2944998 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2945829.000000 Penalty: 4954.259277
	Iteration 4F: 3 clusters Score -2945829 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2946808.500000 Penalty: 4954.259277
	Iteration 5F: 3 clusters Score -2946808 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2947740.750000 Penalty: 4954.259277
	Iteration 6F: 3 clusters Score -2947741 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2948551.000000 Penalty: 4954.259277
	Iteration 7F: 3 clusters Score -2948551 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2949209.500000 Penalty: 4954.259277
	Iteration 8F: 3 clusters Score -2949210 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2949802.500000 Penalty: 4954.259277
	Iteration 9Q: 3 clusters Score -2949802 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2950342.000000 Penalty: 4954.259277
	Iteration 10Q: 3 clusters Score -2950342 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2950866.750000 Penalty: 4954.259277
	Iteration 11Q: 3 clusters Score -2950867 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2951317.500000 Penalty: 4954.259277
	Iteration 12Q: 3 clusters Score -2951318 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2951697.500000 Penalty: 4954.259277
	Iteration 13Q: 3 clusters Score -2951698 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2952052.750000 Penalty: 4954.259277
	Iteration 14Q: 3 clusters Score -2952053 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2952335.250000 Penalty: 4954.259277
	Iteration 15Q: 3 clusters Score -2952335 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2952566.000000 Penalty: 4954.259277
	Iteration 16Q: 3 clusters Score -2952566 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2952781.250000 Penalty: 4954.259277
	Iteration 17Q: 3 clusters Score -2952781 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2952919.250000 Penalty: 4954.259277
	Iteration 18Q: 3 clusters Score -2952919 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2953013.500000 Penalty: 4954.259277
	Iteration 19Q: 3 clusters Score -2953014 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2953057.750000 Penalty: 4954.259277
	Iteration 20F: 3 clusters Score -2953058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2953079.000000 Penalty: 4954.259277
	Iteration 21Q: 3 clusters Score -2953079 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2953100.000000 Penalty: 4954.259277
	Iteration 22Q: 3 clusters Score -2953100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2953116.000000 Penalty: 4954.259277
	Iteration 23Q: 3 clusters Score -2953116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2953124.250000 Penalty: 4954.259277
	Iteration 24Q: 3 clusters Score -2953124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2953128.750000 Penalty: 4954.259277
	Iteration 25Q: 3 clusters Score -2953129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2953129.750000 Penalty: 4954.259277
	Iteration 26Q: 3 clusters Score -2953130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2953125.500000 Penalty: 4954.259277
	Iteration 27Q: 3 clusters Score -2953126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2953127.000000 Penalty: 4954.259277
	Iteration 28Q: 3 clusters Score -2953127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2953130.000000 Penalty: 4954.259277
	Iteration 29Q: 3 clusters Score -2953130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2953125.250000 Penalty: 4954.259277
	Iteration 30Q: 3 clusters Score -2953125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2953126.500000 Penalty: 4954.259277
	Iteration 31Q: 3 clusters Score -2953126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2953128.750000 Penalty: 4954.259277
	Iteration 32Q: 3 clusters Score -2953129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2953130.250000 Penalty: 4954.259277
	Iteration 33Q: 3 clusters Score -2953130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2953130.500000 Penalty: 4954.259277
	Iteration 34Q: 3 clusters Score -2953130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2953130.500000 Penalty: 4954.259277
	Iteration 35F: 3 clusters Score -2953130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -56184.601562 Penalty: 1565.310181
	Iteration 0F: 2 clusters Score -56184.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54757.652344 Penalty: 3130.620361
	Iteration 0F: 3 clusters Score -54757.65 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54999.324219 Penalty: 3130.620361
	Iteration 1F: 3 clusters Score -54999.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55162.906250 Penalty: 3130.620361
	Iteration 2F: 3 clusters Score -55162.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -55210.753906 Penalty: 3130.620361
	Iteration 3Q: 3 clusters Score -55210.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -55225.347656 Penalty: 3130.620361
	Iteration 4Q: 3 clusters Score -55225.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -55234.949219 Penalty: 3130.620361
	Iteration 5Q: 3 clusters Score -55234.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -55253.703125 Penalty: 3130.620361
	Iteration 6Q: 3 clusters Score -55253.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -55273.824219 Penalty: 3130.620361
	Iteration 7Q: 3 clusters Score -55273.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -55288.460938 Penalty: 3130.620361
	Iteration 8Q: 3 clusters Score -55288.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -55318.105469 Penalty: 3130.620361
	Iteration 9Q: 3 clusters Score -55318.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -55349.875000 Penalty: 3130.620361
	Iteration 10Q: 3 clusters Score -55349.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -55406.453125 Penalty: 3130.620361
	Iteration 11Q: 3 clusters Score -55406.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -55492.085938 Penalty: 3130.620361
	Iteration 12Q: 3 clusters Score -55492.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -55538.199219 Penalty: 3130.620361
	Iteration 13Q: 3 clusters Score -55538.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -55574.914062 Penalty: 3130.620361
	Iteration 14Q: 3 clusters Score -55574.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -55594.824219 Penalty: 3130.620361
	Iteration 15Q: 3 clusters Score -55594.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -55609.757812 Penalty: 3130.620361
	Iteration 16Q: 3 clusters Score -55609.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -55640.542969 Penalty: 3130.620361
	Iteration 17Q: 3 clusters Score -55640.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -55652.210938 Penalty: 3130.620361
	Iteration 18Q: 3 clusters Score -55652.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -55661.296875 Penalty: 3130.620361
	Iteration 19Q: 3 clusters Score -55661.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -55670.234375 Penalty: 3130.620361
	Iteration 20F: 3 clusters Score -55670.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -55677.871094 Penalty: 3130.620361
	Iteration 21Q: 3 clusters Score -55677.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -55687.648438 Penalty: 3130.620361
	Iteration 22Q: 3 clusters Score -55687.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -55697.742188 Penalty: 3130.620361
	Iteration 23Q: 3 clusters Score -55697.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -55700.171875 Penalty: 3130.620361
	Iteration 24Q: 3 clusters Score -55700.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -55700.171875 Penalty: 3130.620361
	Iteration 25F: 3 clusters Score -55700.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Entering Unmasked Estep 
Score: -882379.187500 Penalty: 2194.465820
	Iteration 0F: 2 clusters Score -882379.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -876583.687500 Penalty: 4388.931641
	Iteration 0F: 3 clusters Score -876583.7 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -878166.312500 Penalty: 4388.931641
	Iteration 1F: 3 clusters Score -878166.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -878534.187500 Penalty: 4388.931641
	Iteration 2F: 3 clusters Score -878534.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -878803.562500 Penalty: 4388.931641
	Iteration 3F: 3 clusters Score -878803.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -879104.875000 Penalty: 4388.931641
	Iteration 4F: 3 clusters Score -879104.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -879394.875000 Penalty: 4388.931641
	Iteration 5F: 3 clusters Score -879394.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -879703.750000 Penalty: 4388.931641
	Iteration 6F: 3 clusters Score -879703.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -879923.750000 Penalty: 4388.931641
	Iteration 7Q: 3 clusters Score -879923.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -880092.687500 Penalty: 4388.931641
	Iteration 8Q: 3 clusters Score -880092.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -880207.375000 Penalty: 4388.931641
	Iteration 9Q: 3 clusters Score -880207.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -880294.187500 Penalty: 4388.931641
	Iteration 10Q: 3 clusters Score -880294.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -880363.562500 Penalty: 4388.931641
	Iteration 11Q: 3 clusters Score -880363.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -880430.437500 Penalty: 4388.931641
	Iteration 12Q: 3 clusters Score -880430.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -880490.437500 Penalty: 4388.931641
	Iteration 13Q: 3 clusters Score -880490.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -880548.437500 Penalty: 4388.931641
	Iteration 14Q: 3 clusters Score -880548.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -880596.625000 Penalty: 4388.931641
	Iteration 15Q: 3 clusters Score -880596.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -880627.437500 Penalty: 4388.931641
	Iteration 16Q: 3 clusters Score -880627.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -880655.937500 Penalty: 4388.931641
	Iteration 17Q: 3 clusters Score -880655.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -880691.000000 Penalty: 4388.931641
	Iteration 18Q: 3 clusters Score -880691 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -880711.062500 Penalty: 4388.931641
	Iteration 19Q: 3 clusters Score -880711.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -880735.250000 Penalty: 4388.931641
	Iteration 20F: 3 clusters Score -880735.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -880756.562500 Penalty: 4388.931641
	Iteration 21Q: 3 clusters Score -880756.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -880784.187500 Penalty: 4388.931641
	Iteration 22Q: 3 clusters Score -880784.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -880809.750000 Penalty: 4388.931641
	Iteration 23Q: 3 clusters Score -880809.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -880834.062500 Penalty: 4388.931641
	Iteration 24Q: 3 clusters Score -880834.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -880856.750000 Penalty: 4388.931641
	Iteration 25Q: 3 clusters Score -880856.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -880879.187500 Penalty: 4388.931641
	Iteration 26Q: 3 clusters Score -880879.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -880902.437500 Penalty: 4388.931641
	Iteration 27Q: 3 clusters Score -880902.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -880919.062500 Penalty: 4388.931641
	Iteration 28Q: 3 clusters Score -880919.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -880935.437500 Penalty: 4388.931641
	Iteration 29Q: 3 clusters Score -880935.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -880946.250000 Penalty: 4388.931641
	Iteration 30Q: 3 clusters Score -880946.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -880958.062500 Penalty: 4388.931641
	Iteration 31Q: 3 clusters Score -880958.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -880969.937500 Penalty: 4388.931641
	Iteration 32Q: 3 clusters Score -880969.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -880981.250000 Penalty: 4388.931641
	Iteration 33Q: 3 clusters Score -880981.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -880983.937500 Penalty: 4388.931641
	Iteration 34Q: 3 clusters Score -880983.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -880985.562500 Penalty: 4388.931641
	Iteration 35Q: 3 clusters Score -880985.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -880988.937500 Penalty: 4388.931641
	Iteration 36Q: 3 clusters Score -880988.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -880993.000000 Penalty: 4388.931641
	Iteration 37Q: 3 clusters Score -880993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -880994.125000 Penalty: 4388.931641
	Iteration 38Q: 3 clusters Score -880994.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -880997.187500 Penalty: 4388.931641
	Iteration 39Q: 3 clusters Score -880997.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -880999.125000 Penalty: 4388.931641
	Iteration 40F: 3 clusters Score -880999.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -880998.375000 Penalty: 4388.931641
	Iteration 41Q: 3 clusters Score -880998.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -880999.375000 Penalty: 4388.931641
	Iteration 42Q: 3 clusters Score -880999.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -881001.250000 Penalty: 4388.931641
	Iteration 43Q: 3 clusters Score -881001.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -881001.000000 Penalty: 4388.931641
	Iteration 44Q: 3 clusters Score -881001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -881000.687500 Penalty: 4388.931641
	Iteration 45Q: 3 clusters Score -881000.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -881000.687500 Penalty: 4388.931641
	Iteration 46F: 3 clusters Score -881000.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (64499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Entering Unmasked Estep 
Score: -8709008.000000 Penalty: 2746.452393
	Iteration 0F: 2 clusters Score -8709008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -8665743.000000 Penalty: 5492.904785
	Iteration 0F: 3 clusters Score -8665743 nChanged 29956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -8682667.000000 Penalty: 5492.904785
	Iteration 1F: 3 clusters Score -8682667 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -8683762.000000 Penalty: 5492.904785
	Iteration 2Q: 3 clusters Score -8683762 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -8685319.000000 Penalty: 5492.904785
	Iteration 3F: 3 clusters Score -8685319 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -8687430.000000 Penalty: 5492.904785
	Iteration 4F: 3 clusters Score -8687430 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -8690157.000000 Penalty: 5492.904785
	Iteration 5F: 3 clusters Score -8690157 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -8693049.000000 Penalty: 5492.904785
	Iteration 6F: 3 clusters Score -8693049 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -8695651.000000 Penalty: 5492.904785
	Iteration 7F: 3 clusters Score -8695651 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -8698006.000000 Penalty: 5492.904785
	Iteration 8F: 3 clusters Score -8698006 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -8700045.000000 Penalty: 5492.904785
	Iteration 9Q: 3 clusters Score -8700045 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -8701834.000000 Penalty: 5492.904785
	Iteration 10Q: 3 clusters Score -8701834 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -8703317.000000 Penalty: 5492.904785
	Iteration 11Q: 3 clusters Score -8703317 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -8704572.000000 Penalty: 5492.904785
	Iteration 12Q: 3 clusters Score -8704572 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -8705600.000000 Penalty: 5492.904785
	Iteration 13Q: 3 clusters Score -8705600 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -8706264.000000 Penalty: 5492.904785
	Iteration 14Q: 3 clusters Score -8706264 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -8706682.000000 Penalty: 5492.904785
	Iteration 15Q: 3 clusters Score -8706682 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -8707021.000000 Penalty: 5492.904785
	Iteration 16Q: 3 clusters Score -8707021 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60920 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -8707293.000000 Penalty: 5492.904785
	Iteration 17Q: 3 clusters Score -8707293 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -8707419.000000 Penalty: 5492.904785
	Iteration 18Q: 3 clusters Score -8707419 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -8707571.000000 Penalty: 5492.904785
	Iteration 19Q: 3 clusters Score -8707571 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -8707736.000000 Penalty: 5492.904785
	Iteration 20F: 3 clusters Score -8707736 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -8707819.000000 Penalty: 5492.904785
	Iteration 21Q: 3 clusters Score -8707819 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61531 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -8707894.000000 Penalty: 5492.904785
	Iteration 22Q: 3 clusters Score -8707894 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -8707928.000000 Penalty: 5492.904785
	Iteration 23Q: 3 clusters Score -8707928 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61632 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -8707968.000000 Penalty: 5492.904785
	Iteration 24Q: 3 clusters Score -8707968 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -8707975.000000 Penalty: 5492.904785
	Iteration 25Q: 3 clusters Score -8707975 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -8707989.000000 Penalty: 5492.904785
	Iteration 26Q: 3 clusters Score -8707989 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61701 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8707996.000000 Penalty: 5492.904785
	Iteration 27Q: 3 clusters Score -8707996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -8708020.000000 Penalty: 5492.904785
	Iteration 28Q: 3 clusters Score -8708020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -8708014.000000 Penalty: 5492.904785
	Iteration 29Q: 3 clusters Score -8708014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -8708021.000000 Penalty: 5492.904785
	Iteration 30Q: 3 clusters Score -8708021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -8708027.000000 Penalty: 5492.904785
	Iteration 31Q: 3 clusters Score -8708027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61763 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -8708028.000000 Penalty: 5492.904785
	Iteration 32Q: 3 clusters Score -8708028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61766 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -8708042.000000 Penalty: 5492.904785
	Iteration 33Q: 3 clusters Score -8708042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -8708054.000000 Penalty: 5492.904785
	Iteration 34Q: 3 clusters Score -8708054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61779 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -8708035.000000 Penalty: 5492.904785
	Iteration 35Q: 3 clusters Score -8708035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -8708052.000000 Penalty: 5492.904785
	Iteration 36Q: 3 clusters Score -8708052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -8708052.000000 Penalty: 5492.904785
	Iteration 37Q: 3 clusters Score -8708052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -8708054.000000 Penalty: 5492.904785
	Iteration 38Q: 3 clusters Score -8708054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61808 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -8708041.000000 Penalty: 5492.904785
	Iteration 39Q: 3 clusters Score -8708041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -8708055.000000 Penalty: 5492.904785
	Iteration 40F: 3 clusters Score -8708055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61816 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -8708052.000000 Penalty: 5492.904785
	Iteration 41Q: 3 clusters Score -8708052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61817 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -8708056.000000 Penalty: 5492.904785
	Iteration 42Q: 3 clusters Score -8708056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -8708053.000000 Penalty: 5492.904785
	Iteration 43Q: 3 clusters Score -8708053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -8708053.000000 Penalty: 5492.904785
	Iteration 44F: 3 clusters Score -8708053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Entering Unmasked Estep 
Score: -5176751.000000 Penalty: 2609.981201
	Iteration 0F: 2 clusters Score -5176751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -5151469.500000 Penalty: 5219.962402
	Iteration 0F: 3 clusters Score -5151470 nChanged 16950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -5160808.500000 Penalty: 5219.962402
	Iteration 1F: 3 clusters Score -5160808 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -5161338.500000 Penalty: 5219.962402
	Iteration 2Q: 3 clusters Score -5161338 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -5161947.000000 Penalty: 5219.962402
	Iteration 3Q: 3 clusters Score -5161947 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -5162743.500000 Penalty: 5219.962402
	Iteration 4Q: 3 clusters Score -5162744 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -5163734.500000 Penalty: 5219.962402
	Iteration 5F: 3 clusters Score -5163734 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -5164940.000000 Penalty: 5219.962402
	Iteration 6F: 3 clusters Score -5164940 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -5166099.000000 Penalty: 5219.962402
	Iteration 7F: 3 clusters Score -5166099 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -5167222.000000 Penalty: 5219.962402
	Iteration 8F: 3 clusters Score -5167222 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -5168188.000000 Penalty: 5219.962402
	Iteration 9F: 3 clusters Score -5168188 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -5168992.500000 Penalty: 5219.962402
	Iteration 10Q: 3 clusters Score -5168992 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -5169715.500000 Penalty: 5219.962402
	Iteration 11Q: 3 clusters Score -5169716 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -5170326.000000 Penalty: 5219.962402
	Iteration 12Q: 3 clusters Score -5170326 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -5170913.500000 Penalty: 5219.962402
	Iteration 13Q: 3 clusters Score -5170914 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -5171508.000000 Penalty: 5219.962402
	Iteration 14Q: 3 clusters Score -5171508 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -5171988.000000 Penalty: 5219.962402
	Iteration 15Q: 3 clusters Score -5171988 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -5172434.000000 Penalty: 5219.962402
	Iteration 16Q: 3 clusters Score -5172434 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -5172886.000000 Penalty: 5219.962402
	Iteration 17Q: 3 clusters Score -5172886 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -5173190.000000 Penalty: 5219.962402
	Iteration 18Q: 3 clusters Score -5173190 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -5173482.500000 Penalty: 5219.962402
	Iteration 19Q: 3 clusters Score -5173482 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -5173689.000000 Penalty: 5219.962402
	Iteration 20F: 3 clusters Score -5173689 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -5173852.000000 Penalty: 5219.962402
	Iteration 21Q: 3 clusters Score -5173852 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -5173958.500000 Penalty: 5219.962402
	Iteration 22Q: 3 clusters Score -5173958 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -5174025.500000 Penalty: 5219.962402
	Iteration 23Q: 3 clusters Score -5174026 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5174073.500000 Penalty: 5219.962402
	Iteration 24Q: 3 clusters Score -5174074 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -5174131.000000 Penalty: 5219.962402
	Iteration 25Q: 3 clusters Score -5174131 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5174192.500000 Penalty: 5219.962402
	Iteration 26Q: 3 clusters Score -5174192 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5174232.500000 Penalty: 5219.962402
	Iteration 27Q: 3 clusters Score -5174232 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5174266.000000 Penalty: 5219.962402
	Iteration 28Q: 3 clusters Score -5174266 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5174291.000000 Penalty: 5219.962402
	Iteration 29Q: 3 clusters Score -5174291 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5174316.000000 Penalty: 5219.962402
	Iteration 30Q: 3 clusters Score -5174316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5174340.500000 Penalty: 5219.962402
	Iteration 31Q: 3 clusters Score -5174340 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5174363.000000 Penalty: 5219.962402
	Iteration 32Q: 3 clusters Score -5174363 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5174381.000000 Penalty: 5219.962402
	Iteration 33Q: 3 clusters Score -5174381 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5174421.500000 Penalty: 5219.962402
	Iteration 34Q: 3 clusters Score -5174422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5174421.000000 Penalty: 5219.962402
	Iteration 35Q: 3 clusters Score -5174421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5174429.500000 Penalty: 5219.962402
	Iteration 36Q: 3 clusters Score -5174430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5174458.500000 Penalty: 5219.962402
	Iteration 37Q: 3 clusters Score -5174458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5174455.000000 Penalty: 5219.962402
	Iteration 38Q: 3 clusters Score -5174455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5174456.000000 Penalty: 5219.962402
	Iteration 39Q: 3 clusters Score -5174456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5174471.000000 Penalty: 5219.962402
	Iteration 40F: 3 clusters Score -5174471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5174481.500000 Penalty: 5219.962402
	Iteration 41Q: 3 clusters Score -5174482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5174494.500000 Penalty: 5219.962402
	Iteration 42Q: 3 clusters Score -5174494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5174500.000000 Penalty: 5219.962402
	Iteration 43Q: 3 clusters Score -5174500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5174516.500000 Penalty: 5219.962402
	Iteration 44Q: 3 clusters Score -5174516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5174519.500000 Penalty: 5219.962402
	Iteration 45Q: 3 clusters Score -5174520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5174527.500000 Penalty: 5219.962402
	Iteration 46Q: 3 clusters Score -5174528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5174542.000000 Penalty: 5219.962402
	Iteration 47Q: 3 clusters Score -5174542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5174546.000000 Penalty: 5219.962402
	Iteration 48Q: 3 clusters Score -5174546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5174549.000000 Penalty: 5219.962402
	Iteration 49Q: 3 clusters Score -5174549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5174547.000000 Penalty: 5219.962402
	Iteration 50Q: 3 clusters Score -5174547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5174540.000000 Penalty: 5219.962402
	Iteration 51Q: 3 clusters Score -5174540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5174542.500000 Penalty: 5219.962402
	Iteration 52Q: 3 clusters Score -5174542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5174547.500000 Penalty: 5219.962402
	Iteration 53Q: 3 clusters Score -5174548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5174548.500000 Penalty: 5219.962402
	Iteration 54Q: 3 clusters Score -5174548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5174547.500000 Penalty: 5219.962402
	Iteration 55Q: 3 clusters Score -5174548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5174545.000000 Penalty: 5219.962402
	Iteration 56Q: 3 clusters Score -5174545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5174549.000000 Penalty: 5219.962402
	Iteration 57Q: 3 clusters Score -5174549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5174550.000000 Penalty: 5219.962402
	Iteration 58Q: 3 clusters Score -5174550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5174553.000000 Penalty: 5219.962402
	Iteration 59Q: 3 clusters Score -5174553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5174547.000000 Penalty: 5219.962402
	Iteration 60F: 3 clusters Score -5174547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5174544.000000 Penalty: 5219.962402
	Iteration 61Q: 3 clusters Score -5174544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5174545.500000 Penalty: 5219.962402
	Iteration 62Q: 3 clusters Score -5174546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5174545.500000 Penalty: 5219.962402
	Iteration 63Q: 3 clusters Score -5174546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5174545.500000 Penalty: 5219.962402
	Iteration 64F: 3 clusters Score -5174546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Entering Unmasked Estep 
Score: -1574183.500000 Penalty: 2320.822998
	Iteration 0F: 2 clusters Score -1574184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1565564.875000 Penalty: 4641.645996
	Iteration 0F: 3 clusters Score -1565565 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1568324.125000 Penalty: 4641.645996
	Iteration 1F: 3 clusters Score -1568324 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1568764.125000 Penalty: 4641.645996
	Iteration 2F: 3 clusters Score -1568764 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1569243.750000 Penalty: 4641.645996
	Iteration 3F: 3 clusters Score -1569244 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1569855.875000 Penalty: 4641.645996
	Iteration 4F: 3 clusters Score -1569856 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1570535.250000 Penalty: 4641.645996
	Iteration 5F: 3 clusters Score -1570535 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1571170.625000 Penalty: 4641.645996
	Iteration 6F: 3 clusters Score -1571171 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1571595.250000 Penalty: 4641.645996
	Iteration 7F: 3 clusters Score -1571595 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1571812.625000 Penalty: 4641.645996
	Iteration 8Q: 3 clusters Score -1571813 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1571927.375000 Penalty: 4641.645996
	Iteration 9Q: 3 clusters Score -1571927 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1571997.500000 Penalty: 4641.645996
	Iteration 10Q: 3 clusters Score -1571998 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1572040.000000 Penalty: 4641.645996
	Iteration 11Q: 3 clusters Score -1572040 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1572063.125000 Penalty: 4641.645996
	Iteration 12Q: 3 clusters Score -1572063 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1572066.500000 Penalty: 4641.645996
	Iteration 13Q: 3 clusters Score -1572066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1572073.250000 Penalty: 4641.645996
	Iteration 14Q: 3 clusters Score -1572073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1572075.375000 Penalty: 4641.645996
	Iteration 15Q: 3 clusters Score -1572075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1572080.250000 Penalty: 4641.645996
	Iteration 16Q: 3 clusters Score -1572080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1572086.125000 Penalty: 4641.645996
	Iteration 17Q: 3 clusters Score -1572086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1572088.250000 Penalty: 4641.645996
	Iteration 18Q: 3 clusters Score -1572088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1572085.125000 Penalty: 4641.645996
	Iteration 19Q: 3 clusters Score -1572085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1572085.000000 Penalty: 4641.645996
	Iteration 20F: 3 clusters Score -1572085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1572090.500000 Penalty: 4641.645996
	Iteration 21Q: 3 clusters Score -1572090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1572089.750000 Penalty: 4641.645996
	Iteration 22Q: 3 clusters Score -1572090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1572089.250000 Penalty: 4641.645996
	Iteration 23Q: 3 clusters Score -1572089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1572095.750000 Penalty: 4641.645996
	Iteration 24Q: 3 clusters Score -1572096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1572094.125000 Penalty: 4641.645996
	Iteration 25Q: 3 clusters Score -1572094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1572094.500000 Penalty: 4641.645996
	Iteration 26Q: 3 clusters Score -1572094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1572091.750000 Penalty: 4641.645996
	Iteration 27Q: 3 clusters Score -1572092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1572094.625000 Penalty: 4641.645996
	Iteration 28Q: 3 clusters Score -1572095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1572096.875000 Penalty: 4641.645996
	Iteration 29Q: 3 clusters Score -1572097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1572098.500000 Penalty: 4641.645996
	Iteration 30Q: 3 clusters Score -1572098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1572101.625000 Penalty: 4641.645996
	Iteration 31Q: 3 clusters Score -1572102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1572101.375000 Penalty: 4641.645996
	Iteration 32Q: 3 clusters Score -1572101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1572101.250000 Penalty: 4641.645996
	Iteration 33Q: 3 clusters Score -1572101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1572103.875000 Penalty: 4641.645996
	Iteration 34Q: 3 clusters Score -1572104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1572103.500000 Penalty: 4641.645996
	Iteration 35Q: 3 clusters Score -1572104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1572099.125000 Penalty: 4641.645996
	Iteration 36Q: 3 clusters Score -1572099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1572102.750000 Penalty: 4641.645996
	Iteration 37Q: 3 clusters Score -1572103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1572103.375000 Penalty: 4641.645996
	Iteration 38Q: 3 clusters Score -1572103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1572103.000000 Penalty: 4641.645996
	Iteration 39Q: 3 clusters Score -1572103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1572103.000000 Penalty: 4641.645996
	Iteration 40F: 3 clusters Score -1572103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Entering Unmasked Estep 
Score: -985842.562500 Penalty: 2208.078857
	Iteration 0F: 2 clusters Score -985842.6 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 3783 members 
Entering Unmasked Estep 
Score: -979825.750000 Penalty: 4416.157715
	Iteration 0F: 3 clusters Score -979825.8 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -981448.937500 Penalty: 4416.157715
	Iteration 1F: 3 clusters Score -981448.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -981726.000000 Penalty: 4416.157715
	Iteration 2F: 3 clusters Score -981726 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -981915.937500 Penalty: 4416.157715
	Iteration 3F: 3 clusters Score -981915.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -982087.937500 Penalty: 4416.157715
	Iteration 4Q: 3 clusters Score -982087.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -982207.500000 Penalty: 4416.157715
	Iteration 5Q: 3 clusters Score -982207.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -982321.187500 Penalty: 4416.157715
	Iteration 6Q: 3 clusters Score -982321.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -982419.500000 Penalty: 4416.157715
	Iteration 7Q: 3 clusters Score -982419.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -982519.750000 Penalty: 4416.157715
	Iteration 8Q: 3 clusters Score -982519.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -982637.812500 Penalty: 4416.157715
	Iteration 9Q: 3 clusters Score -982637.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -982773.812500 Penalty: 4416.157715
	Iteration 10Q: 3 clusters Score -982773.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -982918.625000 Penalty: 4416.157715
	Iteration 11Q: 3 clusters Score -982918.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -983044.125000 Penalty: 4416.157715
	Iteration 12Q: 3 clusters Score -983044.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -983178.125000 Penalty: 4416.157715
	Iteration 13Q: 3 clusters Score -983178.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -983296.062500 Penalty: 4416.157715
	Iteration 14Q: 3 clusters Score -983296.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -983391.312500 Penalty: 4416.157715
	Iteration 15Q: 3 clusters Score -983391.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -983484.562500 Penalty: 4416.157715
	Iteration 16Q: 3 clusters Score -983484.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -983553.562500 Penalty: 4416.157715
	Iteration 17Q: 3 clusters Score -983553.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -983602.687500 Penalty: 4416.157715
	Iteration 18Q: 3 clusters Score -983602.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -983649.250000 Penalty: 4416.157715
	Iteration 19Q: 3 clusters Score -983649.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -983684.250000 Penalty: 4416.157715
	Iteration 20F: 3 clusters Score -983684.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -983711.562500 Penalty: 4416.157715
	Iteration 21Q: 3 clusters Score -983711.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -983740.000000 Penalty: 4416.157715
	Iteration 22Q: 3 clusters Score -983740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -983768.937500 Penalty: 4416.157715
	Iteration 23Q: 3 clusters Score -983768.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -983791.437500 Penalty: 4416.157715
	Iteration 24Q: 3 clusters Score -983791.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -983809.437500 Penalty: 4416.157715
	Iteration 25Q: 3 clusters Score -983809.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -983834.125000 Penalty: 4416.157715
	Iteration 26Q: 3 clusters Score -983834.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -983859.625000 Penalty: 4416.157715
	Iteration 27Q: 3 clusters Score -983859.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -983883.375000 Penalty: 4416.157715
	Iteration 28Q: 3 clusters Score -983883.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -983898.437500 Penalty: 4416.157715
	Iteration 29Q: 3 clusters Score -983898.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -983910.375000 Penalty: 4416.157715
	Iteration 30Q: 3 clusters Score -983910.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -983924.437500 Penalty: 4416.157715
	Iteration 31Q: 3 clusters Score -983924.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -983935.750000 Penalty: 4416.157715
	Iteration 32Q: 3 clusters Score -983935.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -983940.812500 Penalty: 4416.157715
	Iteration 33Q: 3 clusters Score -983940.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -983950.937500 Penalty: 4416.157715
	Iteration 34Q: 3 clusters Score -983950.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -983954.125000 Penalty: 4416.157715
	Iteration 35Q: 3 clusters Score -983954.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -983957.875000 Penalty: 4416.157715
	Iteration 36Q: 3 clusters Score -983957.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -983959.500000 Penalty: 4416.157715
	Iteration 37Q: 3 clusters Score -983959.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -983961.562500 Penalty: 4416.157715
	Iteration 38Q: 3 clusters Score -983961.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -983968.750000 Penalty: 4416.157715
	Iteration 39Q: 3 clusters Score -983968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -983971.000000 Penalty: 4416.157715
	Iteration 40F: 3 clusters Score -983971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -983974.312500 Penalty: 4416.157715
	Iteration 41Q: 3 clusters Score -983974.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -983974.062500 Penalty: 4416.157715
	Iteration 42Q: 3 clusters Score -983974.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -983974.062500 Penalty: 4416.157715
	Iteration 43F: 3 clusters Score -983974.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Entering Unmasked Estep 
Score: -401664.812500 Penalty: 2010.863892
	Iteration 0F: 2 clusters Score -401664.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -398167.781250 Penalty: 4021.727783
	Iteration 0F: 3 clusters Score -398167.8 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -399033.718750 Penalty: 4021.727783
	Iteration 1F: 3 clusters Score -399033.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -399272.250000 Penalty: 4021.727783
	Iteration 2F: 3 clusters Score -399272.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -399464.312500 Penalty: 4021.727783
	Iteration 3F: 3 clusters Score -399464.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -399600.937500 Penalty: 4021.727783
	Iteration 4Q: 3 clusters Score -399600.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -399721.812500 Penalty: 4021.727783
	Iteration 5Q: 3 clusters Score -399721.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -399821.593750 Penalty: 4021.727783
	Iteration 6Q: 3 clusters Score -399821.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -399918.812500 Penalty: 4021.727783
	Iteration 7Q: 3 clusters Score -399918.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -400001.187500 Penalty: 4021.727783
	Iteration 8Q: 3 clusters Score -400001.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -400080.250000 Penalty: 4021.727783
	Iteration 9Q: 3 clusters Score -400080.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -400142.500000 Penalty: 4021.727783
	Iteration 10Q: 3 clusters Score -400142.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -400195.875000 Penalty: 4021.727783
	Iteration 11Q: 3 clusters Score -400195.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -400235.875000 Penalty: 4021.727783
	Iteration 12Q: 3 clusters Score -400235.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -400265.156250 Penalty: 4021.727783
	Iteration 13Q: 3 clusters Score -400265.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -400286.562500 Penalty: 4021.727783
	Iteration 14Q: 3 clusters Score -400286.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -400299.531250 Penalty: 4021.727783
	Iteration 15Q: 3 clusters Score -400299.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -400313.031250 Penalty: 4021.727783
	Iteration 16Q: 3 clusters Score -400313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -400323.656250 Penalty: 4021.727783
	Iteration 17Q: 3 clusters Score -400323.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -400329.281250 Penalty: 4021.727783
	Iteration 18Q: 3 clusters Score -400329.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -400333.312500 Penalty: 4021.727783
	Iteration 19Q: 3 clusters Score -400333.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -400337.593750 Penalty: 4021.727783
	Iteration 20F: 3 clusters Score -400337.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -400339.906250 Penalty: 4021.727783
	Iteration 21Q: 3 clusters Score -400339.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -400341.968750 Penalty: 4021.727783
	Iteration 22Q: 3 clusters Score -400342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -400343.625000 Penalty: 4021.727783
	Iteration 23Q: 3 clusters Score -400343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -400345.031250 Penalty: 4021.727783
	Iteration 24Q: 3 clusters Score -400345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -400348.250000 Penalty: 4021.727783
	Iteration 25Q: 3 clusters Score -400348.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -400352.812500 Penalty: 4021.727783
	Iteration 26Q: 3 clusters Score -400352.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -400356.093750 Penalty: 4021.727783
	Iteration 27Q: 3 clusters Score -400356.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -400359.625000 Penalty: 4021.727783
	Iteration 28Q: 3 clusters Score -400359.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -400361.781250 Penalty: 4021.727783
	Iteration 29Q: 3 clusters Score -400361.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -400365.937500 Penalty: 4021.727783
	Iteration 30Q: 3 clusters Score -400365.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -400367.000000 Penalty: 4021.727783
	Iteration 31Q: 3 clusters Score -400367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -400370.343750 Penalty: 4021.727783
	Iteration 32Q: 3 clusters Score -400370.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -400373.218750 Penalty: 4021.727783
	Iteration 33Q: 3 clusters Score -400373.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -400372.750000 Penalty: 4021.727783
	Iteration 34Q: 3 clusters Score -400372.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -400374.156250 Penalty: 4021.727783
	Iteration 35Q: 3 clusters Score -400374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -400375.812500 Penalty: 4021.727783
	Iteration 36Q: 3 clusters Score -400375.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -400378.062500 Penalty: 4021.727783
	Iteration 37Q: 3 clusters Score -400378.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -400379.531250 Penalty: 4021.727783
	Iteration 38Q: 3 clusters Score -400379.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -400380.125000 Penalty: 4021.727783
	Iteration 39Q: 3 clusters Score -400380.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -400381.125000 Penalty: 4021.727783
	Iteration 40F: 3 clusters Score -400381.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Entering Unmasked Estep 
Score: -1401053.625000 Penalty: 2296.571289
	Iteration 0F: 2 clusters Score -1401054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1393054.250000 Penalty: 4593.142578
	Iteration 0F: 3 clusters Score -1393054 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1395405.125000 Penalty: 4593.142578
	Iteration 1F: 3 clusters Score -1395405 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1395755.000000 Penalty: 4593.142578
	Iteration 2F: 3 clusters Score -1395755 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1396038.250000 Penalty: 4593.142578
	Iteration 3F: 3 clusters Score -1396038 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1396286.125000 Penalty: 4593.142578
	Iteration 4Q: 3 clusters Score -1396286 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1396518.250000 Penalty: 4593.142578
	Iteration 5Q: 3 clusters Score -1396518 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1396729.125000 Penalty: 4593.142578
	Iteration 6Q: 3 clusters Score -1396729 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1396935.000000 Penalty: 4593.142578
	Iteration 7Q: 3 clusters Score -1396935 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1397167.500000 Penalty: 4593.142578
	Iteration 8Q: 3 clusters Score -1397168 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1397384.375000 Penalty: 4593.142578
	Iteration 9Q: 3 clusters Score -1397384 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1397592.625000 Penalty: 4593.142578
	Iteration 10Q: 3 clusters Score -1397593 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1397804.500000 Penalty: 4593.142578
	Iteration 11Q: 3 clusters Score -1397804 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1398013.125000 Penalty: 4593.142578
	Iteration 12Q: 3 clusters Score -1398013 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1398193.375000 Penalty: 4593.142578
	Iteration 13Q: 3 clusters Score -1398193 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1398362.500000 Penalty: 4593.142578
	Iteration 14Q: 3 clusters Score -1398362 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1398499.875000 Penalty: 4593.142578
	Iteration 15Q: 3 clusters Score -1398500 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1398620.750000 Penalty: 4593.142578
	Iteration 16Q: 3 clusters Score -1398621 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1398697.125000 Penalty: 4593.142578
	Iteration 17Q: 3 clusters Score -1398697 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1398778.625000 Penalty: 4593.142578
	Iteration 18Q: 3 clusters Score -1398779 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1398835.625000 Penalty: 4593.142578
	Iteration 19Q: 3 clusters Score -1398836 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1398875.625000 Penalty: 4593.142578
	Iteration 20F: 3 clusters Score -1398876 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1398915.250000 Penalty: 4593.142578
	Iteration 21Q: 3 clusters Score -1398915 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1398956.375000 Penalty: 4593.142578
	Iteration 22Q: 3 clusters Score -1398956 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1398991.000000 Penalty: 4593.142578
	Iteration 23Q: 3 clusters Score -1398991 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1399024.000000 Penalty: 4593.142578
	Iteration 24Q: 3 clusters Score -1399024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1399050.875000 Penalty: 4593.142578
	Iteration 25Q: 3 clusters Score -1399051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1399072.500000 Penalty: 4593.142578
	Iteration 26Q: 3 clusters Score -1399072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1399089.875000 Penalty: 4593.142578
	Iteration 27Q: 3 clusters Score -1399090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1399100.375000 Penalty: 4593.142578
	Iteration 28Q: 3 clusters Score -1399100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1399118.375000 Penalty: 4593.142578
	Iteration 29Q: 3 clusters Score -1399118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1399126.125000 Penalty: 4593.142578
	Iteration 30Q: 3 clusters Score -1399126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1399132.000000 Penalty: 4593.142578
	Iteration 31Q: 3 clusters Score -1399132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1399137.250000 Penalty: 4593.142578
	Iteration 32Q: 3 clusters Score -1399137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1399146.125000 Penalty: 4593.142578
	Iteration 33Q: 3 clusters Score -1399146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1399152.750000 Penalty: 4593.142578
	Iteration 34Q: 3 clusters Score -1399153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1399158.750000 Penalty: 4593.142578
	Iteration 35Q: 3 clusters Score -1399159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1399163.750000 Penalty: 4593.142578
	Iteration 36Q: 3 clusters Score -1399164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1399165.000000 Penalty: 4593.142578
	Iteration 37Q: 3 clusters Score -1399165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1399163.500000 Penalty: 4593.142578
	Iteration 38Q: 3 clusters Score -1399164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1399163.500000 Penalty: 4593.142578
	Iteration 39F: 3 clusters Score -1399164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Entering Unmasked Estep 
Score: -366549.562500 Penalty: 1969.176392
	Iteration 0F: 2 clusters Score -366549.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -363419.250000 Penalty: 3938.352783
	Iteration 0F: 3 clusters Score -363419.2 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -364022.843750 Penalty: 3938.352783
	Iteration 1F: 3 clusters Score -364022.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -364202.500000 Penalty: 3938.352783
	Iteration 2F: 3 clusters Score -364202.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -364283.968750 Penalty: 3938.352783
	Iteration 3Q: 3 clusters Score -364284 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -364327.406250 Penalty: 3938.352783
	Iteration 4Q: 3 clusters Score -364327.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -364362.750000 Penalty: 3938.352783
	Iteration 5Q: 3 clusters Score -364362.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -364382.281250 Penalty: 3938.352783
	Iteration 6Q: 3 clusters Score -364382.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -364398.843750 Penalty: 3938.352783
	Iteration 7Q: 3 clusters Score -364398.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -364418.093750 Penalty: 3938.352783
	Iteration 8Q: 3 clusters Score -364418.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -364427.343750 Penalty: 3938.352783
	Iteration 9Q: 3 clusters Score -364427.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -364436.562500 Penalty: 3938.352783
	Iteration 10Q: 3 clusters Score -364436.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -364448.437500 Penalty: 3938.352783
	Iteration 11Q: 3 clusters Score -364448.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -364460.531250 Penalty: 3938.352783
	Iteration 12Q: 3 clusters Score -364460.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -364472.281250 Penalty: 3938.352783
	Iteration 13Q: 3 clusters Score -364472.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -364483.281250 Penalty: 3938.352783
	Iteration 14Q: 3 clusters Score -364483.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -364494.406250 Penalty: 3938.352783
	Iteration 15Q: 3 clusters Score -364494.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -364502.812500 Penalty: 3938.352783
	Iteration 16Q: 3 clusters Score -364502.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -364513.250000 Penalty: 3938.352783
	Iteration 17Q: 3 clusters Score -364513.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -364523.468750 Penalty: 3938.352783
	Iteration 18Q: 3 clusters Score -364523.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -364536.312500 Penalty: 3938.352783
	Iteration 19Q: 3 clusters Score -364536.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -364545.937500 Penalty: 3938.352783
	Iteration 20F: 3 clusters Score -364545.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -364559.406250 Penalty: 3938.352783
	Iteration 21Q: 3 clusters Score -364559.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -364572.656250 Penalty: 3938.352783
	Iteration 22Q: 3 clusters Score -364572.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -364581.750000 Penalty: 3938.352783
	Iteration 23Q: 3 clusters Score -364581.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -364594.093750 Penalty: 3938.352783
	Iteration 24Q: 3 clusters Score -364594.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -364609.187500 Penalty: 3938.352783
	Iteration 25Q: 3 clusters Score -364609.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -364627.031250 Penalty: 3938.352783
	Iteration 26Q: 3 clusters Score -364627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -364636.750000 Penalty: 3938.352783
	Iteration 27Q: 3 clusters Score -364636.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -364648.625000 Penalty: 3938.352783
	Iteration 28Q: 3 clusters Score -364648.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -364658.531250 Penalty: 3938.352783
	Iteration 29Q: 3 clusters Score -364658.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -364673.500000 Penalty: 3938.352783
	Iteration 30Q: 3 clusters Score -364673.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -364685.968750 Penalty: 3938.352783
	Iteration 31Q: 3 clusters Score -364686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -364696.531250 Penalty: 3938.352783
	Iteration 32Q: 3 clusters Score -364696.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -364705.343750 Penalty: 3938.352783
	Iteration 33Q: 3 clusters Score -364705.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -364714.343750 Penalty: 3938.352783
	Iteration 34Q: 3 clusters Score -364714.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -364724.281250 Penalty: 3938.352783
	Iteration 35Q: 3 clusters Score -364724.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -364735.968750 Penalty: 3938.352783
	Iteration 36Q: 3 clusters Score -364736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -364750.843750 Penalty: 3938.352783
	Iteration 37Q: 3 clusters Score -364750.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -364774.750000 Penalty: 3938.352783
	Iteration 38Q: 3 clusters Score -364774.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -364800.031250 Penalty: 3938.352783
	Iteration 39Q: 3 clusters Score -364800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -364830.000000 Penalty: 3938.352783
	Iteration 40F: 3 clusters Score -364830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -364875.500000 Penalty: 3938.352783
	Iteration 41Q: 3 clusters Score -364875.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -364929.781250 Penalty: 3938.352783
	Iteration 42Q: 3 clusters Score -364929.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -365016.562500 Penalty: 3938.352783
	Iteration 43Q: 3 clusters Score -365016.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -365144.343750 Penalty: 3938.352783
	Iteration 44Q: 3 clusters Score -365144.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -365311.031250 Penalty: 3938.352783
	Iteration 45Q: 3 clusters Score -365311 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -365541.125000 Penalty: 3938.352783
	Iteration 46Q: 3 clusters Score -365541.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -365818.187500 Penalty: 3938.352783
	Iteration 47Q: 3 clusters Score -365818.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -365980.062500 Penalty: 3938.352783
	Iteration 48Q: 3 clusters Score -365980.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -366052.125000 Penalty: 3938.352783
	Iteration 49Q: 3 clusters Score -366052.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -366067.562500 Penalty: 3938.352783
	Iteration 50Q: 3 clusters Score -366067.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -366073.312500 Penalty: 3938.352783
	Iteration 51Q: 3 clusters Score -366073.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -366075.343750 Penalty: 3938.352783
	Iteration 52Q: 3 clusters Score -366075.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -366078.062500 Penalty: 3938.352783
	Iteration 53Q: 3 clusters Score -366078.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -366079.281250 Penalty: 3938.352783
	Iteration 54Q: 3 clusters Score -366079.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -366081.281250 Penalty: 3938.352783
	Iteration 55Q: 3 clusters Score -366081.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -366083.000000 Penalty: 3938.352783
	Iteration 56F: 3 clusters Score -366083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -366083.781250 Penalty: 3938.352783
	Iteration 57Q: 3 clusters Score -366083.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -366085.781250 Penalty: 3938.352783
	Iteration 58Q: 3 clusters Score -366085.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -366087.656250 Penalty: 3938.352783
	Iteration 59Q: 3 clusters Score -366087.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -366088.187500 Penalty: 3938.352783
	Iteration 60F: 3 clusters Score -366088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -366089.000000 Penalty: 3938.352783
	Iteration 61Q: 3 clusters Score -366089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -366090.718750 Penalty: 3938.352783
	Iteration 62Q: 3 clusters Score -366090.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -366091.562500 Penalty: 3938.352783
	Iteration 63Q: 3 clusters Score -366091.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -366092.093750 Penalty: 3938.352783
	Iteration 64Q: 3 clusters Score -366092.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -366092.093750 Penalty: 3938.352783
	Iteration 65F: 3 clusters Score -366092.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Entering Unmasked Estep 
Score: -614434.562500 Penalty: 2109.721436
	Iteration 0F: 2 clusters Score -614434.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -609975.437500 Penalty: 4219.442871
	Iteration 0F: 3 clusters Score -609975.4 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -611153.750000 Penalty: 4219.442871
	Iteration 1F: 3 clusters Score -611153.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -611394.187500 Penalty: 4219.442871
	Iteration 2F: 3 clusters Score -611394.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -611537.812500 Penalty: 4219.442871
	Iteration 3Q: 3 clusters Score -611537.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -611648.437500 Penalty: 4219.442871
	Iteration 4Q: 3 clusters Score -611648.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -611745.375000 Penalty: 4219.442871
	Iteration 5Q: 3 clusters Score -611745.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -611835.812500 Penalty: 4219.442871
	Iteration 6Q: 3 clusters Score -611835.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -611920.500000 Penalty: 4219.442871
	Iteration 7Q: 3 clusters Score -611920.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -612008.812500 Penalty: 4219.442871
	Iteration 8Q: 3 clusters Score -612008.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -612097.437500 Penalty: 4219.442871
	Iteration 9Q: 3 clusters Score -612097.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -612166.375000 Penalty: 4219.442871
	Iteration 10Q: 3 clusters Score -612166.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -612228.062500 Penalty: 4219.442871
	Iteration 11Q: 3 clusters Score -612228.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -612288.812500 Penalty: 4219.442871
	Iteration 12Q: 3 clusters Score -612288.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -612348.750000 Penalty: 4219.442871
	Iteration 13Q: 3 clusters Score -612348.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -612412.687500 Penalty: 4219.442871
	Iteration 14Q: 3 clusters Score -612412.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -612488.500000 Penalty: 4219.442871
	Iteration 15Q: 3 clusters Score -612488.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -612596.375000 Penalty: 4219.442871
	Iteration 16Q: 3 clusters Score -612596.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -612736.437500 Penalty: 4219.442871
	Iteration 17Q: 3 clusters Score -612736.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -612837.625000 Penalty: 4219.442871
	Iteration 18Q: 3 clusters Score -612837.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -612918.812500 Penalty: 4219.442871
	Iteration 19Q: 3 clusters Score -612918.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -612986.125000 Penalty: 4219.442871
	Iteration 20F: 3 clusters Score -612986.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -613038.312500 Penalty: 4219.442871
	Iteration 21Q: 3 clusters Score -613038.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -613067.750000 Penalty: 4219.442871
	Iteration 22Q: 3 clusters Score -613067.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -613096.125000 Penalty: 4219.442871
	Iteration 23Q: 3 clusters Score -613096.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -613119.437500 Penalty: 4219.442871
	Iteration 24Q: 3 clusters Score -613119.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -613134.750000 Penalty: 4219.442871
	Iteration 25Q: 3 clusters Score -613134.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -613145.937500 Penalty: 4219.442871
	Iteration 26Q: 3 clusters Score -613145.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -613153.375000 Penalty: 4219.442871
	Iteration 27Q: 3 clusters Score -613153.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -613163.250000 Penalty: 4219.442871
	Iteration 28Q: 3 clusters Score -613163.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -613171.562500 Penalty: 4219.442871
	Iteration 29Q: 3 clusters Score -613171.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -613181.000000 Penalty: 4219.442871
	Iteration 30Q: 3 clusters Score -613181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -613194.375000 Penalty: 4219.442871
	Iteration 31Q: 3 clusters Score -613194.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -613204.062500 Penalty: 4219.442871
	Iteration 32Q: 3 clusters Score -613204.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -613208.500000 Penalty: 4219.442871
	Iteration 33Q: 3 clusters Score -613208.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -613213.250000 Penalty: 4219.442871
	Iteration 34Q: 3 clusters Score -613213.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -613216.312500 Penalty: 4219.442871
	Iteration 35Q: 3 clusters Score -613216.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -613221.687500 Penalty: 4219.442871
	Iteration 36Q: 3 clusters Score -613221.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -613225.125000 Penalty: 4219.442871
	Iteration 37Q: 3 clusters Score -613225.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -613229.625000 Penalty: 4219.442871
	Iteration 38Q: 3 clusters Score -613229.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -613235.062500 Penalty: 4219.442871
	Iteration 39Q: 3 clusters Score -613235.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -613237.312500 Penalty: 4219.442871
	Iteration 40F: 3 clusters Score -613237.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -613241.812500 Penalty: 4219.442871
	Iteration 41Q: 3 clusters Score -613241.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -613242.750000 Penalty: 4219.442871
	Iteration 42Q: 3 clusters Score -613242.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -613244.625000 Penalty: 4219.442871
	Iteration 43Q: 3 clusters Score -613244.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -613246.750000 Penalty: 4219.442871
	Iteration 44Q: 3 clusters Score -613246.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -613253.312500 Penalty: 4219.442871
	Iteration 45Q: 3 clusters Score -613253.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -613257.562500 Penalty: 4219.442871
	Iteration 46Q: 3 clusters Score -613257.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -613261.187500 Penalty: 4219.442871
	Iteration 47Q: 3 clusters Score -613261.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -613261.562500 Penalty: 4219.442871
	Iteration 48Q: 3 clusters Score -613261.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -613262.250000 Penalty: 4219.442871
	Iteration 49Q: 3 clusters Score -613262.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -613264.687500 Penalty: 4219.442871
	Iteration 50Q: 3 clusters Score -613264.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -613265.125000 Penalty: 4219.442871
	Iteration 51Q: 3 clusters Score -613265.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -613266.937500 Penalty: 4219.442871
	Iteration 52Q: 3 clusters Score -613266.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -613269.875000 Penalty: 4219.442871
	Iteration 53Q: 3 clusters Score -613269.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -613271.687500 Penalty: 4219.442871
	Iteration 54Q: 3 clusters Score -613271.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -613276.562500 Penalty: 4219.442871
	Iteration 55Q: 3 clusters Score -613276.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -613277.750000 Penalty: 4219.442871
	Iteration 56Q: 3 clusters Score -613277.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -613279.687500 Penalty: 4219.442871
	Iteration 57Q: 3 clusters Score -613279.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -613282.062500 Penalty: 4219.442871
	Iteration 58Q: 3 clusters Score -613282.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -613283.000000 Penalty: 4219.442871
	Iteration 59Q: 3 clusters Score -613283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -613283.562500 Penalty: 4219.442871
	Iteration 60F: 3 clusters Score -613283.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -613282.500000 Penalty: 4219.442871
	Iteration 61Q: 3 clusters Score -613282.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -613283.875000 Penalty: 4219.442871
	Iteration 62Q: 3 clusters Score -613283.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -613284.625000 Penalty: 4219.442871
	Iteration 63Q: 3 clusters Score -613284.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -613283.812500 Penalty: 4219.442871
	Iteration 64Q: 3 clusters Score -613283.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -613283.812500 Penalty: 4219.442871
	Iteration 65F: 3 clusters Score -613283.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -20363.468750 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -20363.47 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 98 members 
Entering Unmasked Estep 
Score: -19298.753906 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -19298.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19379.542969 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -19379.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19390.478516 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -19390.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19409.595703 Penalty: 2586.608154
	Iteration 3Q: 3 clusters Score -19409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19418.744141 Penalty: 2586.608154
	Iteration 4Q: 3 clusters Score -19418.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19418.744141 Penalty: 2586.608154
	Iteration 5F: 3 clusters Score -19418.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Entering Unmasked Estep 
Score: -1077316.375000 Penalty: 2227.799805
	Iteration 0F: 2 clusters Score -1077316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1070917.000000 Penalty: 4455.599609
	Iteration 0F: 3 clusters Score -1070917 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1072593.375000 Penalty: 4455.599609
	Iteration 1F: 3 clusters Score -1072593 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1072855.625000 Penalty: 4455.599609
	Iteration 2F: 3 clusters Score -1072856 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1073072.375000 Penalty: 4455.599609
	Iteration 3F: 3 clusters Score -1073072 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1073265.125000 Penalty: 4455.599609
	Iteration 4Q: 3 clusters Score -1073265 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1073451.875000 Penalty: 4455.599609
	Iteration 5Q: 3 clusters Score -1073452 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1073632.750000 Penalty: 4455.599609
	Iteration 6Q: 3 clusters Score -1073633 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1073888.625000 Penalty: 4455.599609
	Iteration 7Q: 3 clusters Score -1073889 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1074185.000000 Penalty: 4455.599609
	Iteration 8Q: 3 clusters Score -1074185 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1074475.375000 Penalty: 4455.599609
	Iteration 9Q: 3 clusters Score -1074475 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1074775.375000 Penalty: 4455.599609
	Iteration 10Q: 3 clusters Score -1074775 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1075089.875000 Penalty: 4455.599609
	Iteration 11Q: 3 clusters Score -1075090 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1075394.750000 Penalty: 4455.599609
	Iteration 12Q: 3 clusters Score -1075395 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1075641.875000 Penalty: 4455.599609
	Iteration 13Q: 3 clusters Score -1075642 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1075809.000000 Penalty: 4455.599609
	Iteration 14Q: 3 clusters Score -1075809 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1075921.500000 Penalty: 4455.599609
	Iteration 15Q: 3 clusters Score -1075922 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1076003.750000 Penalty: 4455.599609
	Iteration 16Q: 3 clusters Score -1076004 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1076047.500000 Penalty: 4455.599609
	Iteration 17Q: 3 clusters Score -1076048 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1076080.875000 Penalty: 4455.599609
	Iteration 18Q: 3 clusters Score -1076081 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1076102.875000 Penalty: 4455.599609
	Iteration 19Q: 3 clusters Score -1076103 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1076117.750000 Penalty: 4455.599609
	Iteration 20F: 3 clusters Score -1076118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1076128.500000 Penalty: 4455.599609
	Iteration 21Q: 3 clusters Score -1076128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1076135.375000 Penalty: 4455.599609
	Iteration 22Q: 3 clusters Score -1076135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1076141.125000 Penalty: 4455.599609
	Iteration 23Q: 3 clusters Score -1076141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1076149.250000 Penalty: 4455.599609
	Iteration 24Q: 3 clusters Score -1076149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1076152.875000 Penalty: 4455.599609
	Iteration 25Q: 3 clusters Score -1076153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1076159.125000 Penalty: 4455.599609
	Iteration 26Q: 3 clusters Score -1076159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1076162.750000 Penalty: 4455.599609
	Iteration 27Q: 3 clusters Score -1076163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1076166.500000 Penalty: 4455.599609
	Iteration 28Q: 3 clusters Score -1076166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1076170.625000 Penalty: 4455.599609
	Iteration 29Q: 3 clusters Score -1076171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1076170.375000 Penalty: 4455.599609
	Iteration 30Q: 3 clusters Score -1076170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1076172.625000 Penalty: 4455.599609
	Iteration 31Q: 3 clusters Score -1076173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1076174.750000 Penalty: 4455.599609
	Iteration 32Q: 3 clusters Score -1076175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1076175.625000 Penalty: 4455.599609
	Iteration 33Q: 3 clusters Score -1076176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1076180.125000 Penalty: 4455.599609
	Iteration 34Q: 3 clusters Score -1076180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1076179.875000 Penalty: 4455.599609
	Iteration 35Q: 3 clusters Score -1076180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1076180.000000 Penalty: 4455.599609
	Iteration 36Q: 3 clusters Score -1076180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1076181.000000 Penalty: 4455.599609
	Iteration 37Q: 3 clusters Score -1076181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1076181.375000 Penalty: 4455.599609
	Iteration 38Q: 3 clusters Score -1076181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1076181.375000 Penalty: 4455.599609
	Iteration 39F: 3 clusters Score -1076181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -286545.687500 Penalty: 1897.241943
	Iteration 0F: 2 clusters Score -286545.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -283851.937500 Penalty: 3794.483887
	Iteration 0F: 3 clusters Score -283851.9 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -284358.468750 Penalty: 3794.483887
	Iteration 1F: 3 clusters Score -284358.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -284558.218750 Penalty: 3794.483887
	Iteration 2F: 3 clusters Score -284558.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -284725.281250 Penalty: 3794.483887
	Iteration 3F: 3 clusters Score -284725.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -284901.875000 Penalty: 3794.483887
	Iteration 4F: 3 clusters Score -284901.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -285086.312500 Penalty: 3794.483887
	Iteration 5Q: 3 clusters Score -285086.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -285248.750000 Penalty: 3794.483887
	Iteration 6Q: 3 clusters Score -285248.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -285365.875000 Penalty: 3794.483887
	Iteration 7Q: 3 clusters Score -285365.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -285436.968750 Penalty: 3794.483887
	Iteration 8Q: 3 clusters Score -285437 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -285488.687500 Penalty: 3794.483887
	Iteration 9Q: 3 clusters Score -285488.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -285528.593750 Penalty: 3794.483887
	Iteration 10Q: 3 clusters Score -285528.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -285552.468750 Penalty: 3794.483887
	Iteration 11Q: 3 clusters Score -285552.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -285568.375000 Penalty: 3794.483887
	Iteration 12Q: 3 clusters Score -285568.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -285577.750000 Penalty: 3794.483887
	Iteration 13Q: 3 clusters Score -285577.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -285590.375000 Penalty: 3794.483887
	Iteration 14Q: 3 clusters Score -285590.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -285596.375000 Penalty: 3794.483887
	Iteration 15Q: 3 clusters Score -285596.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -285603.906250 Penalty: 3794.483887
	Iteration 16Q: 3 clusters Score -285603.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -285607.687500 Penalty: 3794.483887
	Iteration 17Q: 3 clusters Score -285607.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -285612.062500 Penalty: 3794.483887
	Iteration 18Q: 3 clusters Score -285612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -285613.000000 Penalty: 3794.483887
	Iteration 19Q: 3 clusters Score -285613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -285614.250000 Penalty: 3794.483887
	Iteration 20F: 3 clusters Score -285614.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Entering Unmasked Estep 
Score: -656103.062500 Penalty: 2103.479736
	Iteration 0F: 2 clusters Score -656103.1 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 2410 members 
Entering Unmasked Estep 
Score: -651721.875000 Penalty: 4206.959473
	Iteration 0F: 3 clusters Score -651721.9 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -652704.625000 Penalty: 4206.959473
	Iteration 1F: 3 clusters Score -652704.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -652973.875000 Penalty: 4206.959473
	Iteration 2F: 3 clusters Score -652973.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -653187.312500 Penalty: 4206.959473
	Iteration 3F: 3 clusters Score -653187.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -653381.562500 Penalty: 4206.959473
	Iteration 4Q: 3 clusters Score -653381.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -653604.312500 Penalty: 4206.959473
	Iteration 5Q: 3 clusters Score -653604.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -653896.937500 Penalty: 4206.959473
	Iteration 6F: 3 clusters Score -653896.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -654253.437500 Penalty: 4206.959473
	Iteration 7F: 3 clusters Score -654253.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -654539.312500 Penalty: 4206.959473
	Iteration 8F: 3 clusters Score -654539.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -654727.312500 Penalty: 4206.959473
	Iteration 9Q: 3 clusters Score -654727.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -654842.562500 Penalty: 4206.959473
	Iteration 10Q: 3 clusters Score -654842.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -654940.812500 Penalty: 4206.959473
	Iteration 11Q: 3 clusters Score -654940.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -655023.937500 Penalty: 4206.959473
	Iteration 12Q: 3 clusters Score -655023.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -655086.062500 Penalty: 4206.959473
	Iteration 13Q: 3 clusters Score -655086.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -655139.125000 Penalty: 4206.959473
	Iteration 14Q: 3 clusters Score -655139.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -655191.812500 Penalty: 4206.959473
	Iteration 15Q: 3 clusters Score -655191.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -655237.500000 Penalty: 4206.959473
	Iteration 16Q: 3 clusters Score -655237.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -655262.875000 Penalty: 4206.959473
	Iteration 17Q: 3 clusters Score -655262.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -655278.562500 Penalty: 4206.959473
	Iteration 18Q: 3 clusters Score -655278.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -655288.687500 Penalty: 4206.959473
	Iteration 19Q: 3 clusters Score -655288.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -655298.125000 Penalty: 4206.959473
	Iteration 20F: 3 clusters Score -655298.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -655301.562500 Penalty: 4206.959473
	Iteration 21Q: 3 clusters Score -655301.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -655305.875000 Penalty: 4206.959473
	Iteration 22Q: 3 clusters Score -655305.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -655311.375000 Penalty: 4206.959473
	Iteration 23Q: 3 clusters Score -655311.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -655316.375000 Penalty: 4206.959473
	Iteration 24Q: 3 clusters Score -655316.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -655323.312500 Penalty: 4206.959473
	Iteration 25Q: 3 clusters Score -655323.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -655334.312500 Penalty: 4206.959473
	Iteration 26Q: 3 clusters Score -655334.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -655353.062500 Penalty: 4206.959473
	Iteration 27Q: 3 clusters Score -655353.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -655371.312500 Penalty: 4206.959473
	Iteration 28Q: 3 clusters Score -655371.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -655403.312500 Penalty: 4206.959473
	Iteration 29Q: 3 clusters Score -655403.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -655431.812500 Penalty: 4206.959473
	Iteration 30Q: 3 clusters Score -655431.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -655449.687500 Penalty: 4206.959473
	Iteration 31Q: 3 clusters Score -655449.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -655465.937500 Penalty: 4206.959473
	Iteration 32Q: 3 clusters Score -655465.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -655473.687500 Penalty: 4206.959473
	Iteration 33Q: 3 clusters Score -655473.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -655488.625000 Penalty: 4206.959473
	Iteration 34Q: 3 clusters Score -655488.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -655497.875000 Penalty: 4206.959473
	Iteration 35Q: 3 clusters Score -655497.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -655505.187500 Penalty: 4206.959473
	Iteration 36Q: 3 clusters Score -655505.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -655507.937500 Penalty: 4206.959473
	Iteration 37Q: 3 clusters Score -655507.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -655509.187500 Penalty: 4206.959473
	Iteration 38Q: 3 clusters Score -655509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -655510.187500 Penalty: 4206.959473
	Iteration 39Q: 3 clusters Score -655510.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -655510.187500 Penalty: 4206.959473
	Iteration 40F: 3 clusters Score -655510.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -1267826.375000 Penalty: 2282.971191
	Iteration 0F: 2 clusters Score -1267826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1260226.000000 Penalty: 4565.942383
	Iteration 0F: 3 clusters Score -1260226 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1262474.500000 Penalty: 4565.942383
	Iteration 1F: 3 clusters Score -1262474 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1262846.000000 Penalty: 4565.942383
	Iteration 2F: 3 clusters Score -1262846 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1263122.875000 Penalty: 4565.942383
	Iteration 3F: 3 clusters Score -1263123 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1263381.625000 Penalty: 4565.942383
	Iteration 4F: 3 clusters Score -1263382 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1263620.000000 Penalty: 4565.942383
	Iteration 5Q: 3 clusters Score -1263620 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1263869.500000 Penalty: 4565.942383
	Iteration 6Q: 3 clusters Score -1263870 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1264127.250000 Penalty: 4565.942383
	Iteration 7Q: 3 clusters Score -1264127 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1264394.125000 Penalty: 4565.942383
	Iteration 8Q: 3 clusters Score -1264394 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1264625.500000 Penalty: 4565.942383
	Iteration 9Q: 3 clusters Score -1264626 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1264816.625000 Penalty: 4565.942383
	Iteration 10Q: 3 clusters Score -1264817 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1264949.125000 Penalty: 4565.942383
	Iteration 11Q: 3 clusters Score -1264949 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1265043.625000 Penalty: 4565.942383
	Iteration 12Q: 3 clusters Score -1265044 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1265139.000000 Penalty: 4565.942383
	Iteration 13Q: 3 clusters Score -1265139 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1265210.500000 Penalty: 4565.942383
	Iteration 14Q: 3 clusters Score -1265210 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1265270.125000 Penalty: 4565.942383
	Iteration 15Q: 3 clusters Score -1265270 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1265338.000000 Penalty: 4565.942383
	Iteration 16Q: 3 clusters Score -1265338 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1265417.625000 Penalty: 4565.942383
	Iteration 17Q: 3 clusters Score -1265418 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1265490.375000 Penalty: 4565.942383
	Iteration 18Q: 3 clusters Score -1265490 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1265550.625000 Penalty: 4565.942383
	Iteration 19Q: 3 clusters Score -1265551 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1265588.375000 Penalty: 4565.942383
	Iteration 20F: 3 clusters Score -1265588 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1265624.875000 Penalty: 4565.942383
	Iteration 21Q: 3 clusters Score -1265625 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1265662.375000 Penalty: 4565.942383
	Iteration 22Q: 3 clusters Score -1265662 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1265697.125000 Penalty: 4565.942383
	Iteration 23Q: 3 clusters Score -1265697 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1265728.375000 Penalty: 4565.942383
	Iteration 24Q: 3 clusters Score -1265728 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1265765.250000 Penalty: 4565.942383
	Iteration 25Q: 3 clusters Score -1265765 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1265790.875000 Penalty: 4565.942383
	Iteration 26Q: 3 clusters Score -1265791 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1265823.625000 Penalty: 4565.942383
	Iteration 27Q: 3 clusters Score -1265824 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1265848.750000 Penalty: 4565.942383
	Iteration 28Q: 3 clusters Score -1265849 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1265876.000000 Penalty: 4565.942383
	Iteration 29Q: 3 clusters Score -1265876 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1265910.500000 Penalty: 4565.942383
	Iteration 30Q: 3 clusters Score -1265910 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1265949.625000 Penalty: 4565.942383
	Iteration 31Q: 3 clusters Score -1265950 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1265981.375000 Penalty: 4565.942383
	Iteration 32Q: 3 clusters Score -1265981 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1266018.500000 Penalty: 4565.942383
	Iteration 33Q: 3 clusters Score -1266018 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1266054.000000 Penalty: 4565.942383
	Iteration 34Q: 3 clusters Score -1266054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1266075.000000 Penalty: 4565.942383
	Iteration 35Q: 3 clusters Score -1266075 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1266094.000000 Penalty: 4565.942383
	Iteration 36Q: 3 clusters Score -1266094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1266107.500000 Penalty: 4565.942383
	Iteration 37Q: 3 clusters Score -1266108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1266118.250000 Penalty: 4565.942383
	Iteration 38Q: 3 clusters Score -1266118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1266125.000000 Penalty: 4565.942383
	Iteration 39Q: 3 clusters Score -1266125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1266140.000000 Penalty: 4565.942383
	Iteration 40F: 3 clusters Score -1266140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1266149.875000 Penalty: 4565.942383
	Iteration 41Q: 3 clusters Score -1266150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1266161.500000 Penalty: 4565.942383
	Iteration 42Q: 3 clusters Score -1266162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1266175.875000 Penalty: 4565.942383
	Iteration 43Q: 3 clusters Score -1266176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1266183.750000 Penalty: 4565.942383
	Iteration 44Q: 3 clusters Score -1266184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1266197.000000 Penalty: 4565.942383
	Iteration 45Q: 3 clusters Score -1266197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1266208.000000 Penalty: 4565.942383
	Iteration 46Q: 3 clusters Score -1266208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1266216.250000 Penalty: 4565.942383
	Iteration 47Q: 3 clusters Score -1266216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1266220.000000 Penalty: 4565.942383
	Iteration 48Q: 3 clusters Score -1266220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1266228.000000 Penalty: 4565.942383
	Iteration 49Q: 3 clusters Score -1266228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1266235.500000 Penalty: 4565.942383
	Iteration 50Q: 3 clusters Score -1266236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1266238.625000 Penalty: 4565.942383
	Iteration 51Q: 3 clusters Score -1266239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1266243.375000 Penalty: 4565.942383
	Iteration 52Q: 3 clusters Score -1266243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1266248.750000 Penalty: 4565.942383
	Iteration 53Q: 3 clusters Score -1266249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1266251.250000 Penalty: 4565.942383
	Iteration 54Q: 3 clusters Score -1266251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1266260.500000 Penalty: 4565.942383
	Iteration 55Q: 3 clusters Score -1266260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1266267.250000 Penalty: 4565.942383
	Iteration 56Q: 3 clusters Score -1266267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1266273.000000 Penalty: 4565.942383
	Iteration 57Q: 3 clusters Score -1266273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1266278.125000 Penalty: 4565.942383
	Iteration 58Q: 3 clusters Score -1266278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1266281.625000 Penalty: 4565.942383
	Iteration 59Q: 3 clusters Score -1266282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1266283.000000 Penalty: 4565.942383
	Iteration 60F: 3 clusters Score -1266283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1266286.625000 Penalty: 4565.942383
	Iteration 61Q: 3 clusters Score -1266287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1266290.750000 Penalty: 4565.942383
	Iteration 62Q: 3 clusters Score -1266291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1266301.625000 Penalty: 4565.942383
	Iteration 63Q: 3 clusters Score -1266302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1266306.000000 Penalty: 4565.942383
	Iteration 64Q: 3 clusters Score -1266306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1266310.625000 Penalty: 4565.942383
	Iteration 65Q: 3 clusters Score -1266311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1266315.750000 Penalty: 4565.942383
	Iteration 66Q: 3 clusters Score -1266316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1266320.125000 Penalty: 4565.942383
	Iteration 67Q: 3 clusters Score -1266320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1266322.125000 Penalty: 4565.942383
	Iteration 68Q: 3 clusters Score -1266322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1266325.125000 Penalty: 4565.942383
	Iteration 69Q: 3 clusters Score -1266325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1266326.500000 Penalty: 4565.942383
	Iteration 70Q: 3 clusters Score -1266326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1266328.125000 Penalty: 4565.942383
	Iteration 71Q: 3 clusters Score -1266328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1266330.375000 Penalty: 4565.942383
	Iteration 72Q: 3 clusters Score -1266330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1266329.500000 Penalty: 4565.942383
	Iteration 73Q: 3 clusters Score -1266330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1266330.875000 Penalty: 4565.942383
	Iteration 74Q: 3 clusters Score -1266331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1266330.875000 Penalty: 4565.942383
	Iteration 75Q: 3 clusters Score -1266331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1266332.625000 Penalty: 4565.942383
	Iteration 76Q: 3 clusters Score -1266333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1266334.125000 Penalty: 4565.942383
	Iteration 77Q: 3 clusters Score -1266334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1266333.000000 Penalty: 4565.942383
	Iteration 78Q: 3 clusters Score -1266333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1266334.375000 Penalty: 4565.942383
	Iteration 79Q: 3 clusters Score -1266334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1266335.625000 Penalty: 4565.942383
	Iteration 80F: 3 clusters Score -1266336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1266337.250000 Penalty: 4565.942383
	Iteration 81Q: 3 clusters Score -1266337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1266338.000000 Penalty: 4565.942383
	Iteration 82Q: 3 clusters Score -1266338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1266337.375000 Penalty: 4565.942383
	Iteration 83Q: 3 clusters Score -1266337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1266338.500000 Penalty: 4565.942383
	Iteration 84Q: 3 clusters Score -1266338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1266338.500000 Penalty: 4565.942383
	Iteration 85F: 3 clusters Score -1266338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -64230.863281 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -64230.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62700.449219 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -62700.45 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62905.371094 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -62905.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -63001.929688 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -63001.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -63097.113281 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -63097.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -63310.218750 Penalty: 3115.076416
	Iteration 4F: 3 clusters Score -63310.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -63525.285156 Penalty: 3115.076416
	Iteration 5F: 3 clusters Score -63525.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -63814.859375 Penalty: 3115.076416
	Iteration 6F: 3 clusters Score -63814.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -64056.070312 Penalty: 3115.076416
	Iteration 7F: 3 clusters Score -64056.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -64386.289062 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -64386.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -64589.468750 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -64589.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -64598.105469 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -64598.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -64606.425781 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -64606.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -64642.789062 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -64642.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -64649.335938 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -64649.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -64653.308594 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -64653.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -64653.308594 Penalty: 3115.076416
	Iteration 15F: 3 clusters Score -64653.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 21809 members 
Mstep: Class 4 contains 87164 members 
Mstep: Class 5 contains 4150 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30795 members 
Mstep: Class 8 contains 4641 members 
Mstep: Class 9 contains 159340 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26438 members 
Mstep: Class 12 contains 21311 members 
Mstep: Class 13 contains 165024 members 
Mstep: Class 14 contains 21773 members 
Mstep: Class 15 contains 551 members 
Mstep: Class 16 contains 6965 members 
Mstep: Class 17 contains 64499 members 
Mstep: Class 18 contains 37202 members 
Mstep: Class 19 contains 11593 members 
Mstep: Class 20 contains 7358 members 
Mstep: Class 21 contains 3322 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 4949 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7967 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 9952 members 
Mstep: Class 30 contains 411 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 13988 members 
Mstep: Class 34 contains 6496 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10481 members 
Mstep: Class 37 contains 123 members 
Entering Unmasked Estep 
Score: -100904176.000000 Penalty: 124296.320312
Splitting cluster 30 changes total score from -100905496.000000 to -100904176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -59463.003906 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -59463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58007.402344 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -58007.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58390.617188 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -58390.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58550.300781 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -58550.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58603.359375 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -58603.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -58629.757812 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -58629.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58648.089844 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -58648.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -58663.722656 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -58663.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58675.816406 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -58675.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58686.027344 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -58686.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58690.601562 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -58690.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58693.191406 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -58693.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58693.191406 Penalty: 3060.126709
	Iteration 11F: 3 clusters Score -58693.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Entering Unmasked Estep 
Score: -198900.156250 Penalty: 1821.810547
	Iteration 0F: 2 clusters Score -198900.2 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 782 members 
Entering Unmasked Estep 
Score: -196567.500000 Penalty: 3643.621094
	Iteration 0F: 3 clusters Score -196567.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -196983.968750 Penalty: 3643.621094
	Iteration 1F: 3 clusters Score -196984 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -197092.890625 Penalty: 3643.621094
	Iteration 2F: 3 clusters Score -197092.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -197144.296875 Penalty: 3643.621094
	Iteration 3Q: 3 clusters Score -197144.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -197189.640625 Penalty: 3643.621094
	Iteration 4Q: 3 clusters Score -197189.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -197229.171875 Penalty: 3643.621094
	Iteration 5Q: 3 clusters Score -197229.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -197268.046875 Penalty: 3643.621094
	Iteration 6Q: 3 clusters Score -197268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -197308.750000 Penalty: 3643.621094
	Iteration 7Q: 3 clusters Score -197308.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -197352.718750 Penalty: 3643.621094
	Iteration 8Q: 3 clusters Score -197352.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -197387.515625 Penalty: 3643.621094
	Iteration 9Q: 3 clusters Score -197387.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -197416.078125 Penalty: 3643.621094
	Iteration 10Q: 3 clusters Score -197416.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -197445.468750 Penalty: 3643.621094
	Iteration 11Q: 3 clusters Score -197445.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -197473.046875 Penalty: 3643.621094
	Iteration 12Q: 3 clusters Score -197473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -197493.328125 Penalty: 3643.621094
	Iteration 13Q: 3 clusters Score -197493.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -197522.125000 Penalty: 3643.621094
	Iteration 14Q: 3 clusters Score -197522.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -197546.000000 Penalty: 3643.621094
	Iteration 15Q: 3 clusters Score -197546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -197570.734375 Penalty: 3643.621094
	Iteration 16Q: 3 clusters Score -197570.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -197585.140625 Penalty: 3643.621094
	Iteration 17Q: 3 clusters Score -197585.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -197593.062500 Penalty: 3643.621094
	Iteration 18Q: 3 clusters Score -197593.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -197600.750000 Penalty: 3643.621094
	Iteration 19Q: 3 clusters Score -197600.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -197621.062500 Penalty: 3643.621094
	Iteration 20F: 3 clusters Score -197621.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -197650.015625 Penalty: 3643.621094
	Iteration 21Q: 3 clusters Score -197650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -197686.984375 Penalty: 3643.621094
	Iteration 22Q: 3 clusters Score -197687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -197726.390625 Penalty: 3643.621094
	Iteration 23Q: 3 clusters Score -197726.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -197766.812500 Penalty: 3643.621094
	Iteration 24Q: 3 clusters Score -197766.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -197795.031250 Penalty: 3643.621094
	Iteration 25Q: 3 clusters Score -197795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -197812.796875 Penalty: 3643.621094
	Iteration 26Q: 3 clusters Score -197812.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -197822.718750 Penalty: 3643.621094
	Iteration 27Q: 3 clusters Score -197822.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -197830.250000 Penalty: 3643.621094
	Iteration 28Q: 3 clusters Score -197830.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -197833.953125 Penalty: 3643.621094
	Iteration 29Q: 3 clusters Score -197834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -197837.859375 Penalty: 3643.621094
	Iteration 30Q: 3 clusters Score -197837.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -197841.203125 Penalty: 3643.621094
	Iteration 31Q: 3 clusters Score -197841.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -197843.906250 Penalty: 3643.621094
	Iteration 32Q: 3 clusters Score -197843.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -197846.640625 Penalty: 3643.621094
	Iteration 33Q: 3 clusters Score -197846.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -197857.671875 Penalty: 3643.621094
	Iteration 34Q: 3 clusters Score -197857.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -197861.734375 Penalty: 3643.621094
	Iteration 35Q: 3 clusters Score -197861.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -197863.562500 Penalty: 3643.621094
	Iteration 36Q: 3 clusters Score -197863.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -197867.109375 Penalty: 3643.621094
	Iteration 37Q: 3 clusters Score -197867.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -197869.703125 Penalty: 3643.621094
	Iteration 38Q: 3 clusters Score -197869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -197872.390625 Penalty: 3643.621094
	Iteration 39Q: 3 clusters Score -197872.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -197877.468750 Penalty: 3643.621094
	Iteration 40F: 3 clusters Score -197877.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -197883.546875 Penalty: 3643.621094
	Iteration 41Q: 3 clusters Score -197883.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -197888.578125 Penalty: 3643.621094
	Iteration 42Q: 3 clusters Score -197888.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -197890.078125 Penalty: 3643.621094
	Iteration 43Q: 3 clusters Score -197890.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -197890.078125 Penalty: 3643.621094
	Iteration 44F: 3 clusters Score -197890.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Entering Unmasked Estep 
Score: -1908006.375000 Penalty: 2367.396729
	Iteration 0F: 2 clusters Score -1908006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1897781.250000 Penalty: 4734.793457
	Iteration 0F: 3 clusters Score -1897781 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1900931.375000 Penalty: 4734.793457
	Iteration 1F: 3 clusters Score -1900931 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1901309.500000 Penalty: 4734.793457
	Iteration 2F: 3 clusters Score -1901310 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1901647.750000 Penalty: 4734.793457
	Iteration 3F: 3 clusters Score -1901648 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1901936.750000 Penalty: 4734.793457
	Iteration 4Q: 3 clusters Score -1901937 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1902176.500000 Penalty: 4734.793457
	Iteration 5Q: 3 clusters Score -1902176 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1902364.500000 Penalty: 4734.793457
	Iteration 6Q: 3 clusters Score -1902364 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1902518.875000 Penalty: 4734.793457
	Iteration 7Q: 3 clusters Score -1902519 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1902671.625000 Penalty: 4734.793457
	Iteration 8Q: 3 clusters Score -1902672 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1902834.875000 Penalty: 4734.793457
	Iteration 9Q: 3 clusters Score -1902835 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1903012.250000 Penalty: 4734.793457
	Iteration 10Q: 3 clusters Score -1903012 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1903193.750000 Penalty: 4734.793457
	Iteration 11Q: 3 clusters Score -1903194 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1903394.500000 Penalty: 4734.793457
	Iteration 12Q: 3 clusters Score -1903394 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1903667.125000 Penalty: 4734.793457
	Iteration 13Q: 3 clusters Score -1903667 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1903983.375000 Penalty: 4734.793457
	Iteration 14Q: 3 clusters Score -1903983 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1904319.125000 Penalty: 4734.793457
	Iteration 15Q: 3 clusters Score -1904319 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1904681.500000 Penalty: 4734.793457
	Iteration 16Q: 3 clusters Score -1904682 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1905006.750000 Penalty: 4734.793457
	Iteration 17Q: 3 clusters Score -1905007 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1905275.125000 Penalty: 4734.793457
	Iteration 18Q: 3 clusters Score -1905275 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1905455.625000 Penalty: 4734.793457
	Iteration 19Q: 3 clusters Score -1905456 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1905575.875000 Penalty: 4734.793457
	Iteration 20F: 3 clusters Score -1905576 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1905668.875000 Penalty: 4734.793457
	Iteration 21Q: 3 clusters Score -1905669 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1905740.125000 Penalty: 4734.793457
	Iteration 22Q: 3 clusters Score -1905740 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1905798.000000 Penalty: 4734.793457
	Iteration 23Q: 3 clusters Score -1905798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1905836.000000 Penalty: 4734.793457
	Iteration 24Q: 3 clusters Score -1905836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1905863.250000 Penalty: 4734.793457
	Iteration 25Q: 3 clusters Score -1905863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1905872.750000 Penalty: 4734.793457
	Iteration 26Q: 3 clusters Score -1905873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1905883.500000 Penalty: 4734.793457
	Iteration 27Q: 3 clusters Score -1905884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1905899.750000 Penalty: 4734.793457
	Iteration 28Q: 3 clusters Score -1905900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1905921.875000 Penalty: 4734.793457
	Iteration 29Q: 3 clusters Score -1905922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1905936.375000 Penalty: 4734.793457
	Iteration 30Q: 3 clusters Score -1905936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1905944.125000 Penalty: 4734.793457
	Iteration 31Q: 3 clusters Score -1905944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1905954.250000 Penalty: 4734.793457
	Iteration 32Q: 3 clusters Score -1905954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1905955.125000 Penalty: 4734.793457
	Iteration 33Q: 3 clusters Score -1905955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1905966.000000 Penalty: 4734.793457
	Iteration 34Q: 3 clusters Score -1905966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1905975.000000 Penalty: 4734.793457
	Iteration 35Q: 3 clusters Score -1905975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1905976.625000 Penalty: 4734.793457
	Iteration 36Q: 3 clusters Score -1905977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1905977.625000 Penalty: 4734.793457
	Iteration 37Q: 3 clusters Score -1905978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1905980.250000 Penalty: 4734.793457
	Iteration 38Q: 3 clusters Score -1905980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1905981.500000 Penalty: 4734.793457
	Iteration 39Q: 3 clusters Score -1905982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1905981.500000 Penalty: 4734.793457
	Iteration 40F: 3 clusters Score -1905982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Entering Unmasked Estep 
Score: -875998.062500 Penalty: 2177.177734
	Iteration 0F: 2 clusters Score -875998.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -870587.062500 Penalty: 4354.355469
	Iteration 0F: 3 clusters Score -870587.1 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -871933.000000 Penalty: 4354.355469
	Iteration 1F: 3 clusters Score -871933 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -872164.625000 Penalty: 4354.355469
	Iteration 2F: 3 clusters Score -872164.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -872305.750000 Penalty: 4354.355469
	Iteration 3F: 3 clusters Score -872305.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -872405.062500 Penalty: 4354.355469
	Iteration 4Q: 3 clusters Score -872405.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -872463.937500 Penalty: 4354.355469
	Iteration 5Q: 3 clusters Score -872463.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -872509.562500 Penalty: 4354.355469
	Iteration 6Q: 3 clusters Score -872509.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -872556.750000 Penalty: 4354.355469
	Iteration 7Q: 3 clusters Score -872556.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -872598.937500 Penalty: 4354.355469
	Iteration 8Q: 3 clusters Score -872598.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -872643.125000 Penalty: 4354.355469
	Iteration 9Q: 3 clusters Score -872643.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -872685.437500 Penalty: 4354.355469
	Iteration 10Q: 3 clusters Score -872685.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -872724.062500 Penalty: 4354.355469
	Iteration 11Q: 3 clusters Score -872724.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -872767.687500 Penalty: 4354.355469
	Iteration 12Q: 3 clusters Score -872767.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -872799.500000 Penalty: 4354.355469
	Iteration 13Q: 3 clusters Score -872799.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -872828.000000 Penalty: 4354.355469
	Iteration 14Q: 3 clusters Score -872828 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -872857.062500 Penalty: 4354.355469
	Iteration 15Q: 3 clusters Score -872857.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -872882.187500 Penalty: 4354.355469
	Iteration 16Q: 3 clusters Score -872882.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -872910.000000 Penalty: 4354.355469
	Iteration 17Q: 3 clusters Score -872910 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -872936.437500 Penalty: 4354.355469
	Iteration 18Q: 3 clusters Score -872936.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -872960.875000 Penalty: 4354.355469
	Iteration 19Q: 3 clusters Score -872960.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -872982.812500 Penalty: 4354.355469
	Iteration 20F: 3 clusters Score -872982.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -873004.250000 Penalty: 4354.355469
	Iteration 21Q: 3 clusters Score -873004.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -873031.250000 Penalty: 4354.355469
	Iteration 22Q: 3 clusters Score -873031.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -873056.625000 Penalty: 4354.355469
	Iteration 23Q: 3 clusters Score -873056.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -873079.125000 Penalty: 4354.355469
	Iteration 24Q: 3 clusters Score -873079.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -873101.437500 Penalty: 4354.355469
	Iteration 25Q: 3 clusters Score -873101.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -873122.625000 Penalty: 4354.355469
	Iteration 26Q: 3 clusters Score -873122.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -873141.000000 Penalty: 4354.355469
	Iteration 27Q: 3 clusters Score -873141 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -873154.937500 Penalty: 4354.355469
	Iteration 28Q: 3 clusters Score -873154.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -873168.750000 Penalty: 4354.355469
	Iteration 29Q: 3 clusters Score -873168.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -873185.000000 Penalty: 4354.355469
	Iteration 30Q: 3 clusters Score -873185 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -873198.937500 Penalty: 4354.355469
	Iteration 31Q: 3 clusters Score -873198.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -873208.125000 Penalty: 4354.355469
	Iteration 32Q: 3 clusters Score -873208.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -873216.500000 Penalty: 4354.355469
	Iteration 33Q: 3 clusters Score -873216.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -873223.875000 Penalty: 4354.355469
	Iteration 34Q: 3 clusters Score -873223.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -873228.625000 Penalty: 4354.355469
	Iteration 35Q: 3 clusters Score -873228.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -873236.750000 Penalty: 4354.355469
	Iteration 36Q: 3 clusters Score -873236.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -873241.187500 Penalty: 4354.355469
	Iteration 37Q: 3 clusters Score -873241.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -873250.375000 Penalty: 4354.355469
	Iteration 38Q: 3 clusters Score -873250.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -873253.687500 Penalty: 4354.355469
	Iteration 39Q: 3 clusters Score -873253.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -873264.500000 Penalty: 4354.355469
	Iteration 40F: 3 clusters Score -873264.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -873277.250000 Penalty: 4354.355469
	Iteration 41Q: 3 clusters Score -873277.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -873297.375000 Penalty: 4354.355469
	Iteration 42Q: 3 clusters Score -873297.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -873315.062500 Penalty: 4354.355469
	Iteration 43Q: 3 clusters Score -873315.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -873337.000000 Penalty: 4354.355469
	Iteration 44Q: 3 clusters Score -873337 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -873355.500000 Penalty: 4354.355469
	Iteration 45Q: 3 clusters Score -873355.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -873369.375000 Penalty: 4354.355469
	Iteration 46Q: 3 clusters Score -873369.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -873386.375000 Penalty: 4354.355469
	Iteration 47Q: 3 clusters Score -873386.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -873394.312500 Penalty: 4354.355469
	Iteration 48Q: 3 clusters Score -873394.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -873407.562500 Penalty: 4354.355469
	Iteration 49Q: 3 clusters Score -873407.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -873414.625000 Penalty: 4354.355469
	Iteration 50Q: 3 clusters Score -873414.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -873423.687500 Penalty: 4354.355469
	Iteration 51Q: 3 clusters Score -873423.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -873432.937500 Penalty: 4354.355469
	Iteration 52Q: 3 clusters Score -873432.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -873443.000000 Penalty: 4354.355469
	Iteration 53Q: 3 clusters Score -873443 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -873450.312500 Penalty: 4354.355469
	Iteration 54Q: 3 clusters Score -873450.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -873460.250000 Penalty: 4354.355469
	Iteration 55Q: 3 clusters Score -873460.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -873470.750000 Penalty: 4354.355469
	Iteration 56Q: 3 clusters Score -873470.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -873479.750000 Penalty: 4354.355469
	Iteration 57Q: 3 clusters Score -873479.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -873485.187500 Penalty: 4354.355469
	Iteration 58Q: 3 clusters Score -873485.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -873494.562500 Penalty: 4354.355469
	Iteration 59Q: 3 clusters Score -873494.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -873496.437500 Penalty: 4354.355469
	Iteration 60F: 3 clusters Score -873496.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -873499.000000 Penalty: 4354.355469
	Iteration 61Q: 3 clusters Score -873499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -873504.000000 Penalty: 4354.355469
	Iteration 62Q: 3 clusters Score -873504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -873510.250000 Penalty: 4354.355469
	Iteration 63Q: 3 clusters Score -873510.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -873515.937500 Penalty: 4354.355469
	Iteration 64Q: 3 clusters Score -873515.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -873519.250000 Penalty: 4354.355469
	Iteration 65Q: 3 clusters Score -873519.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -873521.125000 Penalty: 4354.355469
	Iteration 66Q: 3 clusters Score -873521.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -873526.000000 Penalty: 4354.355469
	Iteration 67Q: 3 clusters Score -873526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -873529.062500 Penalty: 4354.355469
	Iteration 68Q: 3 clusters Score -873529.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -873533.500000 Penalty: 4354.355469
	Iteration 69Q: 3 clusters Score -873533.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -873535.750000 Penalty: 4354.355469
	Iteration 70Q: 3 clusters Score -873535.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -873535.937500 Penalty: 4354.355469
	Iteration 71Q: 3 clusters Score -873535.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -873537.562500 Penalty: 4354.355469
	Iteration 72Q: 3 clusters Score -873537.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -873538.062500 Penalty: 4354.355469
	Iteration 73Q: 3 clusters Score -873538.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -873542.125000 Penalty: 4354.355469
	Iteration 74Q: 3 clusters Score -873542.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -873543.812500 Penalty: 4354.355469
	Iteration 75Q: 3 clusters Score -873543.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -873545.687500 Penalty: 4354.355469
	Iteration 76Q: 3 clusters Score -873545.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -873546.812500 Penalty: 4354.355469
	Iteration 77Q: 3 clusters Score -873546.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -873549.687500 Penalty: 4354.355469
	Iteration 78Q: 3 clusters Score -873549.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -873550.625000 Penalty: 4354.355469
	Iteration 79Q: 3 clusters Score -873550.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -873553.875000 Penalty: 4354.355469
	Iteration 80F: 3 clusters Score -873553.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -873557.437500 Penalty: 4354.355469
	Iteration 81Q: 3 clusters Score -873557.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -873560.750000 Penalty: 4354.355469
	Iteration 82Q: 3 clusters Score -873560.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -873565.375000 Penalty: 4354.355469
	Iteration 83Q: 3 clusters Score -873565.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -873566.375000 Penalty: 4354.355469
	Iteration 84Q: 3 clusters Score -873566.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -873568.812500 Penalty: 4354.355469
	Iteration 85Q: 3 clusters Score -873568.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -873573.750000 Penalty: 4354.355469
	Iteration 86Q: 3 clusters Score -873573.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -873576.375000 Penalty: 4354.355469
	Iteration 87Q: 3 clusters Score -873576.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -873577.000000 Penalty: 4354.355469
	Iteration 88Q: 3 clusters Score -873577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -873583.500000 Penalty: 4354.355469
	Iteration 89Q: 3 clusters Score -873583.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -873585.000000 Penalty: 4354.355469
	Iteration 90Q: 3 clusters Score -873585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -873586.312500 Penalty: 4354.355469
	Iteration 91Q: 3 clusters Score -873586.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -873588.437500 Penalty: 4354.355469
	Iteration 92Q: 3 clusters Score -873588.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -873593.937500 Penalty: 4354.355469
	Iteration 93Q: 3 clusters Score -873593.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -873593.750000 Penalty: 4354.355469
	Iteration 94Q: 3 clusters Score -873593.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -873596.812500 Penalty: 4354.355469
	Iteration 95Q: 3 clusters Score -873596.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -873599.812500 Penalty: 4354.355469
	Iteration 96Q: 3 clusters Score -873599.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -873603.250000 Penalty: 4354.355469
	Iteration 97Q: 3 clusters Score -873603.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -873606.125000 Penalty: 4354.355469
	Iteration 98Q: 3 clusters Score -873606.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -873610.437500 Penalty: 4354.355469
	Iteration 99Q: 3 clusters Score -873610.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -873615.687500 Penalty: 4354.355469
	Iteration 100F: 3 clusters Score -873615.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -873620.062500 Penalty: 4354.355469
	Iteration 101Q: 3 clusters Score -873620.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -873623.187500 Penalty: 4354.355469
	Iteration 102Q: 3 clusters Score -873623.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -873626.937500 Penalty: 4354.355469
	Iteration 103Q: 3 clusters Score -873626.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -873631.187500 Penalty: 4354.355469
	Iteration 104Q: 3 clusters Score -873631.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -873632.312500 Penalty: 4354.355469
	Iteration 105Q: 3 clusters Score -873632.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -873634.000000 Penalty: 4354.355469
	Iteration 106Q: 3 clusters Score -873634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -873636.250000 Penalty: 4354.355469
	Iteration 107Q: 3 clusters Score -873636.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -873636.500000 Penalty: 4354.355469
	Iteration 108Q: 3 clusters Score -873636.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -873638.812500 Penalty: 4354.355469
	Iteration 109Q: 3 clusters Score -873638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -873640.250000 Penalty: 4354.355469
	Iteration 110Q: 3 clusters Score -873640.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -873638.562500 Penalty: 4354.355469
	Iteration 111Q: 3 clusters Score -873638.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -873640.437500 Penalty: 4354.355469
	Iteration 112Q: 3 clusters Score -873640.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -873639.500000 Penalty: 4354.355469
	Iteration 113Q: 3 clusters Score -873639.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -873640.062500 Penalty: 4354.355469
	Iteration 114Q: 3 clusters Score -873640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -873643.750000 Penalty: 4354.355469
	Iteration 115Q: 3 clusters Score -873643.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -873642.937500 Penalty: 4354.355469
	Iteration 116Q: 3 clusters Score -873642.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -873642.687500 Penalty: 4354.355469
	Iteration 117Q: 3 clusters Score -873642.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -873642.687500 Penalty: 4354.355469
	Iteration 118F: 3 clusters Score -873642.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -62351.671875 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -62351.67 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 258 members 
Entering Unmasked Estep 
Score: -60821.914062 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -60821.91 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61024.199219 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -61024.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61127.535156 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -61127.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61168.750000 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -61168.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -61202.429688 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -61202.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61233.691406 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -61233.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61281.832031 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -61281.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61334.230469 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -61334.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -61384.500000 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -61384.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -61421.027344 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -61421.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -61466.777344 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -61466.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61572.144531 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -61572.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61904.343750 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -61904.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -61992.132812 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -61992.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -62059.949219 Penalty: 3107.589355
	Iteration 14Q: 3 clusters Score -62059.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -62074.183594 Penalty: 3107.589355
	Iteration 15Q: 3 clusters Score -62074.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -62083.101562 Penalty: 3107.589355
	Iteration 16Q: 3 clusters Score -62083.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -62091.308594 Penalty: 3107.589355
	Iteration 17Q: 3 clusters Score -62091.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -62103.925781 Penalty: 3107.589355
	Iteration 18Q: 3 clusters Score -62103.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -62112.925781 Penalty: 3107.589355
	Iteration 19Q: 3 clusters Score -62112.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -62131.542969 Penalty: 3107.589355
	Iteration 20F: 3 clusters Score -62131.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -62174.992188 Penalty: 3107.589355
	Iteration 21Q: 3 clusters Score -62174.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -62264.335938 Penalty: 3107.589355
	Iteration 22Q: 3 clusters Score -62264.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -62303.101562 Penalty: 3107.589355
	Iteration 23Q: 3 clusters Score -62303.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -62354.734375 Penalty: 3107.589355
	Iteration 24Q: 3 clusters Score -62354.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -62440.765625 Penalty: 3107.589355
	Iteration 25Q: 3 clusters Score -62440.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -62542.679688 Penalty: 3107.589355
	Iteration 26Q: 3 clusters Score -62542.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -62564.562500 Penalty: 3107.589355
	Iteration 27Q: 3 clusters Score -62564.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -62568.796875 Penalty: 3107.589355
	Iteration 28Q: 3 clusters Score -62568.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -62583.765625 Penalty: 3107.589355
	Iteration 29Q: 3 clusters Score -62583.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -62643.796875 Penalty: 3107.589355
	Iteration 30Q: 3 clusters Score -62643.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -62738.937500 Penalty: 3107.589355
	Iteration 31Q: 3 clusters Score -62738.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -62822.246094 Penalty: 3107.589355
	Iteration 32Q: 3 clusters Score -62822.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -62822.246094 Penalty: 3107.589355
	Iteration 33F: 3 clusters Score -62822.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 21809 members 
Mstep: Class 4 contains 87164 members 
Mstep: Class 5 contains 4150 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30795 members 
Mstep: Class 8 contains 4641 members 
Mstep: Class 9 contains 159340 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26438 members 
Mstep: Class 12 contains 21311 members 
Mstep: Class 13 contains 165024 members 
Mstep: Class 14 contains 21773 members 
Mstep: Class 15 contains 551 members 
Mstep: Class 16 contains 6965 members 
Mstep: Class 17 contains 64499 members 
Mstep: Class 18 contains 37202 members 
Mstep: Class 19 contains 11593 members 
Mstep: Class 20 contains 7358 members 
Mstep: Class 21 contains 3322 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 4949 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7967 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 9952 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 13988 members 
Mstep: Class 34 contains 6496 members 
Mstep: Class 35 contains 337 members 
Mstep: Class 36 contains 10481 members 
Mstep: Class 37 contains 189 members 
Entering Unmasked Estep 
Score: -100904376.000000 Penalty: 124296.320312
Splitting cluster 35 changes total score from -100905496.000000 to -100904376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (10481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Entering Unmasked Estep 
Score: -1296384.500000 Penalty: 2295.815186
	Iteration 0F: 2 clusters Score -1296384 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 5273 members 
Entering Unmasked Estep 
Score: -1288440.500000 Penalty: 4591.630371
	Iteration 0F: 3 clusters Score -1288440 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1291032.500000 Penalty: 4591.630371
	Iteration 1F: 3 clusters Score -1291032 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1291513.500000 Penalty: 4591.630371
	Iteration 2F: 3 clusters Score -1291514 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1291877.500000 Penalty: 4591.630371
	Iteration 3F: 3 clusters Score -1291878 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1292246.500000 Penalty: 4591.630371
	Iteration 4F: 3 clusters Score -1292246 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1292602.375000 Penalty: 4591.630371
	Iteration 5F: 3 clusters Score -1292602 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1292917.125000 Penalty: 4591.630371
	Iteration 6Q: 3 clusters Score -1292917 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1293180.250000 Penalty: 4591.630371
	Iteration 7Q: 3 clusters Score -1293180 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1293373.375000 Penalty: 4591.630371
	Iteration 8Q: 3 clusters Score -1293373 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1293512.625000 Penalty: 4591.630371
	Iteration 9Q: 3 clusters Score -1293513 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1293620.000000 Penalty: 4591.630371
	Iteration 10Q: 3 clusters Score -1293620 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1293697.875000 Penalty: 4591.630371
	Iteration 11Q: 3 clusters Score -1293698 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1293751.625000 Penalty: 4591.630371
	Iteration 12Q: 3 clusters Score -1293752 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1293788.750000 Penalty: 4591.630371
	Iteration 13Q: 3 clusters Score -1293789 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1293806.750000 Penalty: 4591.630371
	Iteration 14Q: 3 clusters Score -1293807 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1293826.000000 Penalty: 4591.630371
	Iteration 15Q: 3 clusters Score -1293826 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1293847.125000 Penalty: 4591.630371
	Iteration 16Q: 3 clusters Score -1293847 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1293864.875000 Penalty: 4591.630371
	Iteration 17Q: 3 clusters Score -1293865 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1293883.750000 Penalty: 4591.630371
	Iteration 18Q: 3 clusters Score -1293884 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1293891.875000 Penalty: 4591.630371
	Iteration 19Q: 3 clusters Score -1293892 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1293902.750000 Penalty: 4591.630371
	Iteration 20F: 3 clusters Score -1293903 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1293917.375000 Penalty: 4591.630371
	Iteration 21Q: 3 clusters Score -1293917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1293930.875000 Penalty: 4591.630371
	Iteration 22Q: 3 clusters Score -1293931 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1293948.000000 Penalty: 4591.630371
	Iteration 23Q: 3 clusters Score -1293948 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1293957.000000 Penalty: 4591.630371
	Iteration 24Q: 3 clusters Score -1293957 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1293975.875000 Penalty: 4591.630371
	Iteration 25Q: 3 clusters Score -1293976 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1293994.500000 Penalty: 4591.630371
	Iteration 26Q: 3 clusters Score -1293994 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1294014.125000 Penalty: 4591.630371
	Iteration 27Q: 3 clusters Score -1294014 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1294025.875000 Penalty: 4591.630371
	Iteration 28Q: 3 clusters Score -1294026 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1294045.250000 Penalty: 4591.630371
	Iteration 29Q: 3 clusters Score -1294045 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1294059.625000 Penalty: 4591.630371
	Iteration 30Q: 3 clusters Score -1294060 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1294082.250000 Penalty: 4591.630371
	Iteration 31Q: 3 clusters Score -1294082 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1294106.375000 Penalty: 4591.630371
	Iteration 32Q: 3 clusters Score -1294106 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1294128.125000 Penalty: 4591.630371
	Iteration 33Q: 3 clusters Score -1294128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1294152.875000 Penalty: 4591.630371
	Iteration 34Q: 3 clusters Score -1294153 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1294180.250000 Penalty: 4591.630371
	Iteration 35Q: 3 clusters Score -1294180 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1294218.125000 Penalty: 4591.630371
	Iteration 36Q: 3 clusters Score -1294218 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1294253.250000 Penalty: 4591.630371
	Iteration 37Q: 3 clusters Score -1294253 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1294285.000000 Penalty: 4591.630371
	Iteration 38Q: 3 clusters Score -1294285 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1294315.750000 Penalty: 4591.630371
	Iteration 39Q: 3 clusters Score -1294316 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1294339.750000 Penalty: 4591.630371
	Iteration 40F: 3 clusters Score -1294340 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1294359.625000 Penalty: 4591.630371
	Iteration 41Q: 3 clusters Score -1294360 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1294389.375000 Penalty: 4591.630371
	Iteration 42Q: 3 clusters Score -1294389 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1294411.750000 Penalty: 4591.630371
	Iteration 43Q: 3 clusters Score -1294412 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1294434.875000 Penalty: 4591.630371
	Iteration 44Q: 3 clusters Score -1294435 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1294443.250000 Penalty: 4591.630371
	Iteration 45Q: 3 clusters Score -1294443 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1294461.875000 Penalty: 4591.630371
	Iteration 46Q: 3 clusters Score -1294462 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1294481.500000 Penalty: 4591.630371
	Iteration 47Q: 3 clusters Score -1294482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1294496.000000 Penalty: 4591.630371
	Iteration 48Q: 3 clusters Score -1294496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1294506.125000 Penalty: 4591.630371
	Iteration 49Q: 3 clusters Score -1294506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1294509.125000 Penalty: 4591.630371
	Iteration 50Q: 3 clusters Score -1294509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1294521.625000 Penalty: 4591.630371
	Iteration 51Q: 3 clusters Score -1294522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1294534.625000 Penalty: 4591.630371
	Iteration 52Q: 3 clusters Score -1294535 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1294541.250000 Penalty: 4591.630371
	Iteration 53Q: 3 clusters Score -1294541 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1294549.875000 Penalty: 4591.630371
	Iteration 54Q: 3 clusters Score -1294550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1294561.250000 Penalty: 4591.630371
	Iteration 55Q: 3 clusters Score -1294561 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1294578.375000 Penalty: 4591.630371
	Iteration 56Q: 3 clusters Score -1294578 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1294588.375000 Penalty: 4591.630371
	Iteration 57Q: 3 clusters Score -1294588 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1294605.375000 Penalty: 4591.630371
	Iteration 58Q: 3 clusters Score -1294605 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1294624.875000 Penalty: 4591.630371
	Iteration 59Q: 3 clusters Score -1294625 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1294640.000000 Penalty: 4591.630371
	Iteration 60F: 3 clusters Score -1294640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1294648.375000 Penalty: 4591.630371
	Iteration 61Q: 3 clusters Score -1294648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1294657.625000 Penalty: 4591.630371
	Iteration 62Q: 3 clusters Score -1294658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1294670.500000 Penalty: 4591.630371
	Iteration 63Q: 3 clusters Score -1294670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1294679.125000 Penalty: 4591.630371
	Iteration 64Q: 3 clusters Score -1294679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1294687.375000 Penalty: 4591.630371
	Iteration 65Q: 3 clusters Score -1294687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1294697.000000 Penalty: 4591.630371
	Iteration 66Q: 3 clusters Score -1294697 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1294707.375000 Penalty: 4591.630371
	Iteration 67Q: 3 clusters Score -1294707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1294709.375000 Penalty: 4591.630371
	Iteration 68Q: 3 clusters Score -1294709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1294713.875000 Penalty: 4591.630371
	Iteration 69Q: 3 clusters Score -1294714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1294718.000000 Penalty: 4591.630371
	Iteration 70Q: 3 clusters Score -1294718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1294718.000000 Penalty: 4591.630371
	Iteration 71Q: 3 clusters Score -1294718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1294721.250000 Penalty: 4591.630371
	Iteration 72Q: 3 clusters Score -1294721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1294726.625000 Penalty: 4591.630371
	Iteration 73Q: 3 clusters Score -1294727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1294735.250000 Penalty: 4591.630371
	Iteration 74Q: 3 clusters Score -1294735 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1294748.000000 Penalty: 4591.630371
	Iteration 75Q: 3 clusters Score -1294748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1294761.250000 Penalty: 4591.630371
	Iteration 76Q: 3 clusters Score -1294761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1294777.375000 Penalty: 4591.630371
	Iteration 77Q: 3 clusters Score -1294777 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1294799.875000 Penalty: 4591.630371
	Iteration 78Q: 3 clusters Score -1294800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1294809.750000 Penalty: 4591.630371
	Iteration 79Q: 3 clusters Score -1294810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1294839.875000 Penalty: 4591.630371
	Iteration 80F: 3 clusters Score -1294840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1294855.625000 Penalty: 4591.630371
	Iteration 81Q: 3 clusters Score -1294856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1294876.750000 Penalty: 4591.630371
	Iteration 82Q: 3 clusters Score -1294877 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1294892.500000 Penalty: 4591.630371
	Iteration 83Q: 3 clusters Score -1294892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1294904.500000 Penalty: 4591.630371
	Iteration 84Q: 3 clusters Score -1294904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1294919.250000 Penalty: 4591.630371
	Iteration 85Q: 3 clusters Score -1294919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1294933.000000 Penalty: 4591.630371
	Iteration 86Q: 3 clusters Score -1294933 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1294956.125000 Penalty: 4591.630371
	Iteration 87Q: 3 clusters Score -1294956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1294974.750000 Penalty: 4591.630371
	Iteration 88Q: 3 clusters Score -1294975 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1294994.125000 Penalty: 4591.630371
	Iteration 89Q: 3 clusters Score -1294994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1295015.375000 Penalty: 4591.630371
	Iteration 90Q: 3 clusters Score -1295015 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1295022.125000 Penalty: 4591.630371
	Iteration 91Q: 3 clusters Score -1295022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1295025.375000 Penalty: 4591.630371
	Iteration 92Q: 3 clusters Score -1295025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1295028.375000 Penalty: 4591.630371
	Iteration 93Q: 3 clusters Score -1295028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1295034.000000 Penalty: 4591.630371
	Iteration 94Q: 3 clusters Score -1295034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1295035.000000 Penalty: 4591.630371
	Iteration 95Q: 3 clusters Score -1295035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1295034.000000 Penalty: 4591.630371
	Iteration 96Q: 3 clusters Score -1295034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1295043.875000 Penalty: 4591.630371
	Iteration 97Q: 3 clusters Score -1295044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1295044.625000 Penalty: 4591.630371
	Iteration 98Q: 3 clusters Score -1295045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1295046.750000 Penalty: 4591.630371
	Iteration 99Q: 3 clusters Score -1295047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1295050.000000 Penalty: 4591.630371
	Iteration 100F: 3 clusters Score -1295050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1295050.750000 Penalty: 4591.630371
	Iteration 101Q: 3 clusters Score -1295051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1295057.125000 Penalty: 4591.630371
	Iteration 102Q: 3 clusters Score -1295057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1295061.250000 Penalty: 4591.630371
	Iteration 103Q: 3 clusters Score -1295061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1295063.125000 Penalty: 4591.630371
	Iteration 104Q: 3 clusters Score -1295063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1295066.375000 Penalty: 4591.630371
	Iteration 105Q: 3 clusters Score -1295066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1295067.125000 Penalty: 4591.630371
	Iteration 106Q: 3 clusters Score -1295067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1295071.750000 Penalty: 4591.630371
	Iteration 107Q: 3 clusters Score -1295072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1295074.875000 Penalty: 4591.630371
	Iteration 108Q: 3 clusters Score -1295075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1295078.750000 Penalty: 4591.630371
	Iteration 109Q: 3 clusters Score -1295079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1295083.250000 Penalty: 4591.630371
	Iteration 110Q: 3 clusters Score -1295083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1295085.125000 Penalty: 4591.630371
	Iteration 111Q: 3 clusters Score -1295085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1295084.625000 Penalty: 4591.630371
	Iteration 112Q: 3 clusters Score -1295085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1295085.625000 Penalty: 4591.630371
	Iteration 113Q: 3 clusters Score -1295086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1295092.125000 Penalty: 4591.630371
	Iteration 114Q: 3 clusters Score -1295092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1295094.125000 Penalty: 4591.630371
	Iteration 115Q: 3 clusters Score -1295094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1295094.000000 Penalty: 4591.630371
	Iteration 116Q: 3 clusters Score -1295094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1295098.625000 Penalty: 4591.630371
	Iteration 117Q: 3 clusters Score -1295099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1295098.875000 Penalty: 4591.630371
	Iteration 118Q: 3 clusters Score -1295099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1295101.750000 Penalty: 4591.630371
	Iteration 119Q: 3 clusters Score -1295102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1295101.250000 Penalty: 4591.630371
	Iteration 120F: 3 clusters Score -1295101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 21809 members 
Mstep: Class 4 contains 87164 members 
Mstep: Class 5 contains 4150 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30795 members 
Mstep: Class 8 contains 4641 members 
Mstep: Class 9 contains 159340 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26438 members 
Mstep: Class 12 contains 21311 members 
Mstep: Class 13 contains 165024 members 
Mstep: Class 14 contains 21773 members 
Mstep: Class 15 contains 551 members 
Mstep: Class 16 contains 6965 members 
Mstep: Class 17 contains 64499 members 
Mstep: Class 18 contains 37202 members 
Mstep: Class 19 contains 11593 members 
Mstep: Class 20 contains 7358 members 
Mstep: Class 21 contains 3322 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 4949 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7967 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 9952 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 13988 members 
Mstep: Class 34 contains 6496 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100905688.000000 Penalty: 120936.960938
Iteration 199Q: 37 clusters Score -1.009057e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6793 members 
Mstep: Class 3 contains 21808 members 
Mstep: Class 4 contains 87167 members 
Mstep: Class 5 contains 4148 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30707 members 
Mstep: Class 8 contains 4634 members 
Mstep: Class 9 contains 159338 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26436 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 165021 members 
Mstep: Class 14 contains 21774 members 
Mstep: Class 15 contains 548 members 
Mstep: Class 16 contains 6950 members 
Mstep: Class 17 contains 64498 members 
Mstep: Class 18 contains 37202 members 
Mstep: Class 19 contains 11596 members 
Mstep: Class 20 contains 7359 members 
Mstep: Class 21 contains 3323 members 
Mstep: Class 22 contains 10515 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 4914 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 7980 members 
Mstep: Class 27 contains 2100 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 9968 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 13996 members 
Mstep: Class 34 contains 6496 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100905920.000000 Penalty: 120936.960938
Iteration 200F: 37 clusters Score -1.009059e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 21807 members 
Mstep: Class 4 contains 87176 members 
Mstep: Class 5 contains 4144 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30609 members 
Mstep: Class 8 contains 4630 members 
Mstep: Class 9 contains 159320 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26434 members 
Mstep: Class 12 contains 21566 members 
Mstep: Class 13 contains 165016 members 
Mstep: Class 14 contains 21780 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 6927 members 
Mstep: Class 17 contains 64502 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11596 members 
Mstep: Class 20 contains 7359 members 
Mstep: Class 21 contains 3325 members 
Mstep: Class 22 contains 10515 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 4889 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8000 members 
Mstep: Class 27 contains 2100 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 9978 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14004 members 
Mstep: Class 34 contains 6496 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100905872.000000 Penalty: 120936.960938
Iteration 201Q: 37 clusters Score -1.009059e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 21807 members 
Mstep: Class 4 contains 87189 members 
Mstep: Class 5 contains 4141 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30511 members 
Mstep: Class 8 contains 4625 members 
Mstep: Class 9 contains 159317 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26434 members 
Mstep: Class 12 contains 21707 members 
Mstep: Class 13 contains 165010 members 
Mstep: Class 14 contains 21781 members 
Mstep: Class 15 contains 547 members 
Mstep: Class 16 contains 6911 members 
Mstep: Class 17 contains 64492 members 
Mstep: Class 18 contains 37202 members 
Mstep: Class 19 contains 11597 members 
Mstep: Class 20 contains 7359 members 
Mstep: Class 21 contains 3325 members 
Mstep: Class 22 contains 10515 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 4858 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8016 members 
Mstep: Class 27 contains 2100 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 9982 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14003 members 
Mstep: Class 34 contains 6497 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100905992.000000 Penalty: 120936.960938
Iteration 202Q: 37 clusters Score -1.00906e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6798 members 
Mstep: Class 3 contains 21812 members 
Mstep: Class 4 contains 87209 members 
Mstep: Class 5 contains 4140 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30393 members 
Mstep: Class 8 contains 4617 members 
Mstep: Class 9 contains 159323 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26434 members 
Mstep: Class 12 contains 21831 members 
Mstep: Class 13 contains 165002 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 6886 members 
Mstep: Class 17 contains 64488 members 
Mstep: Class 18 contains 37203 members 
Mstep: Class 19 contains 11598 members 
Mstep: Class 20 contains 7358 members 
Mstep: Class 21 contains 3321 members 
Mstep: Class 22 contains 10514 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 4835 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8040 members 
Mstep: Class 27 contains 2100 members 
Mstep: Class 28 contains 4824 members 
Mstep: Class 29 contains 9988 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14009 members 
Mstep: Class 34 contains 6499 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906160.000000 Penalty: 120936.960938
Iteration 203Q: 37 clusters Score -1.009062e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 21814 members 
Mstep: Class 4 contains 87218 members 
Mstep: Class 5 contains 4140 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30304 members 
Mstep: Class 8 contains 4615 members 
Mstep: Class 9 contains 159326 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26433 members 
Mstep: Class 12 contains 21924 members 
Mstep: Class 13 contains 164998 members 
Mstep: Class 14 contains 21785 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 16 contains 6861 members 
Mstep: Class 17 contains 64488 members 
Mstep: Class 18 contains 37203 members 
Mstep: Class 19 contains 11601 members 
Mstep: Class 20 contains 7357 members 
Mstep: Class 21 contains 3323 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 4813 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8060 members 
Mstep: Class 27 contains 2100 members 
Mstep: Class 28 contains 4824 members 
Mstep: Class 29 contains 9999 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14017 members 
Mstep: Class 34 contains 6500 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906184.000000 Penalty: 120936.960938
Iteration 204Q: 37 clusters Score -1.009062e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6813 members 
Mstep: Class 3 contains 21814 members 
Mstep: Class 4 contains 87225 members 
Mstep: Class 5 contains 4139 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30232 members 
Mstep: Class 8 contains 4612 members 
Mstep: Class 9 contains 159338 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26434 members 
Mstep: Class 12 contains 22001 members 
Mstep: Class 13 contains 164986 members 
Mstep: Class 14 contains 21788 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 16 contains 6831 members 
Mstep: Class 17 contains 64477 members 
Mstep: Class 18 contains 37203 members 
Mstep: Class 19 contains 11603 members 
Mstep: Class 20 contains 7356 members 
Mstep: Class 21 contains 3321 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 4796 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8082 members 
Mstep: Class 27 contains 2100 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 10007 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14023 members 
Mstep: Class 34 contains 6501 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906224.000000 Penalty: 120936.960938
Iteration 205Q: 37 clusters Score -1.009062e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6817 members 
Mstep: Class 3 contains 21815 members 
Mstep: Class 4 contains 87232 members 
Mstep: Class 5 contains 4137 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30181 members 
Mstep: Class 8 contains 4608 members 
Mstep: Class 9 contains 159350 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26434 members 
Mstep: Class 12 contains 22070 members 
Mstep: Class 13 contains 164977 members 
Mstep: Class 14 contains 21789 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 16 contains 6810 members 
Mstep: Class 17 contains 64465 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11604 members 
Mstep: Class 20 contains 7357 members 
Mstep: Class 21 contains 3318 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 4776 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8096 members 
Mstep: Class 27 contains 2100 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 10016 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14027 members 
Mstep: Class 34 contains 6503 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906400.000000 Penalty: 120936.960938
Iteration 206Q: 37 clusters Score -1.009064e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6823 members 
Mstep: Class 3 contains 21817 members 
Mstep: Class 4 contains 87233 members 
Mstep: Class 5 contains 4135 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30122 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 159365 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26432 members 
Mstep: Class 12 contains 22113 members 
Mstep: Class 13 contains 164973 members 
Mstep: Class 14 contains 21792 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 16 contains 6786 members 
Mstep: Class 17 contains 64459 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11603 members 
Mstep: Class 20 contains 7357 members 
Mstep: Class 21 contains 3315 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 4767 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8117 members 
Mstep: Class 27 contains 2100 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 10030 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14026 members 
Mstep: Class 34 contains 6511 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906408.000000 Penalty: 120936.960938
Iteration 207Q: 37 clusters Score -1.009064e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6819 members 
Mstep: Class 3 contains 21820 members 
Mstep: Class 4 contains 87230 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30084 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 159378 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26431 members 
Mstep: Class 12 contains 22163 members 
Mstep: Class 13 contains 164964 members 
Mstep: Class 14 contains 21793 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 16 contains 6771 members 
Mstep: Class 17 contains 64453 members 
Mstep: Class 18 contains 37203 members 
Mstep: Class 19 contains 11604 members 
Mstep: Class 20 contains 7361 members 
Mstep: Class 21 contains 3311 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 4758 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8132 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4824 members 
Mstep: Class 29 contains 10041 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14026 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906264.000000 Penalty: 120936.960938
Iteration 208Q: 37 clusters Score -1.009063e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6815 members 
Mstep: Class 3 contains 21819 members 
Mstep: Class 4 contains 87228 members 
Mstep: Class 5 contains 4130 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30067 members 
Mstep: Class 8 contains 4592 members 
Mstep: Class 9 contains 159384 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26431 members 
Mstep: Class 12 contains 22192 members 
Mstep: Class 13 contains 164962 members 
Mstep: Class 14 contains 21791 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 16 contains 6762 members 
Mstep: Class 17 contains 64448 members 
Mstep: Class 18 contains 37203 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 7364 members 
Mstep: Class 21 contains 3306 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 4756 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8140 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4823 members 
Mstep: Class 29 contains 10051 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14027 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906304.000000 Penalty: 120936.960938
Iteration 209Q: 37 clusters Score -1.009063e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6810 members 
Mstep: Class 3 contains 21817 members 
Mstep: Class 4 contains 87223 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30069 members 
Mstep: Class 8 contains 4589 members 
Mstep: Class 9 contains 159383 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26432 members 
Mstep: Class 12 contains 22201 members 
Mstep: Class 13 contains 164965 members 
Mstep: Class 14 contains 21789 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 16 contains 6752 members 
Mstep: Class 17 contains 64444 members 
Mstep: Class 18 contains 37204 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 7365 members 
Mstep: Class 21 contains 3302 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 4755 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8151 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4822 members 
Mstep: Class 29 contains 10062 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14027 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906288.000000 Penalty: 120936.960938
Iteration 210Q: 37 clusters Score -1.009063e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6811 members 
Mstep: Class 3 contains 21813 members 
Mstep: Class 4 contains 87211 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30060 members 
Mstep: Class 8 contains 4585 members 
Mstep: Class 9 contains 159389 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26430 members 
Mstep: Class 12 contains 22210 members 
Mstep: Class 13 contains 164970 members 
Mstep: Class 14 contains 21791 members 
Mstep: Class 15 contains 543 members 
Mstep: Class 16 contains 6739 members 
Mstep: Class 17 contains 64449 members 
Mstep: Class 18 contains 37204 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 7367 members 
Mstep: Class 21 contains 3304 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2812 members 
Mstep: Class 24 contains 4753 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8164 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4820 members 
Mstep: Class 29 contains 10072 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14028 members 
Mstep: Class 34 contains 6512 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906376.000000 Penalty: 120936.960938
Iteration 211Q: 37 clusters Score -1.009064e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6813 members 
Mstep: Class 3 contains 21812 members 
Mstep: Class 4 contains 87203 members 
Mstep: Class 5 contains 4134 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30048 members 
Mstep: Class 8 contains 4581 members 
Mstep: Class 9 contains 159394 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26429 members 
Mstep: Class 12 contains 22220 members 
Mstep: Class 13 contains 164975 members 
Mstep: Class 14 contains 21792 members 
Mstep: Class 15 contains 541 members 
Mstep: Class 16 contains 6730 members 
Mstep: Class 17 contains 64447 members 
Mstep: Class 18 contains 37203 members 
Mstep: Class 19 contains 11603 members 
Mstep: Class 20 contains 7368 members 
Mstep: Class 21 contains 3305 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2813 members 
Mstep: Class 24 contains 4755 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8171 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4818 members 
Mstep: Class 29 contains 10079 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14032 members 
Mstep: Class 34 contains 6512 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906392.000000 Penalty: 120936.960938
Iteration 212Q: 37 clusters Score -1.009064e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6814 members 
Mstep: Class 3 contains 21808 members 
Mstep: Class 4 contains 87200 members 
Mstep: Class 5 contains 4133 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30036 members 
Mstep: Class 8 contains 4581 members 
Mstep: Class 9 contains 159394 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26428 members 
Mstep: Class 12 contains 22227 members 
Mstep: Class 13 contains 164972 members 
Mstep: Class 14 contains 21792 members 
Mstep: Class 15 contains 541 members 
Mstep: Class 16 contains 6723 members 
Mstep: Class 17 contains 64449 members 
Mstep: Class 18 contains 37202 members 
Mstep: Class 19 contains 11604 members 
Mstep: Class 20 contains 7369 members 
Mstep: Class 21 contains 3305 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4760 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4814 members 
Mstep: Class 29 contains 10089 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14038 members 
Mstep: Class 34 contains 6512 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906360.000000 Penalty: 120936.960938
Iteration 213Q: 37 clusters Score -1.009064e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6815 members 
Mstep: Class 3 contains 21807 members 
Mstep: Class 4 contains 87199 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30027 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 159394 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26427 members 
Mstep: Class 12 contains 22237 members 
Mstep: Class 13 contains 164971 members 
Mstep: Class 14 contains 21792 members 
Mstep: Class 15 contains 541 members 
Mstep: Class 16 contains 6715 members 
Mstep: Class 17 contains 64450 members 
Mstep: Class 18 contains 37202 members 
Mstep: Class 19 contains 11604 members 
Mstep: Class 20 contains 7369 members 
Mstep: Class 21 contains 3306 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4764 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8181 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4812 members 
Mstep: Class 29 contains 10092 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14042 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906304.000000 Penalty: 120936.960938
Iteration 214Q: 37 clusters Score -1.009063e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6814 members 
Mstep: Class 3 contains 21803 members 
Mstep: Class 4 contains 87197 members 
Mstep: Class 5 contains 4129 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30028 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159395 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26426 members 
Mstep: Class 12 contains 22249 members 
Mstep: Class 13 contains 164971 members 
Mstep: Class 14 contains 21792 members 
Mstep: Class 15 contains 541 members 
Mstep: Class 16 contains 6708 members 
Mstep: Class 17 contains 64451 members 
Mstep: Class 18 contains 37202 members 
Mstep: Class 19 contains 11604 members 
Mstep: Class 20 contains 7370 members 
Mstep: Class 21 contains 3305 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4762 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8186 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 10097 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14042 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906280.000000 Penalty: 120936.960938
Iteration 215Q: 37 clusters Score -1.009063e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6814 members 
Mstep: Class 3 contains 21800 members 
Mstep: Class 4 contains 87195 members 
Mstep: Class 5 contains 4129 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30030 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 159396 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26425 members 
Mstep: Class 12 contains 22252 members 
Mstep: Class 13 contains 164970 members 
Mstep: Class 14 contains 21791 members 
Mstep: Class 15 contains 541 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 64451 members 
Mstep: Class 18 contains 37202 members 
Mstep: Class 19 contains 11604 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 3305 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4764 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8191 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4812 members 
Mstep: Class 29 contains 10102 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14040 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906248.000000 Penalty: 120936.960938
Iteration 216Q: 37 clusters Score -1.009062e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6815 members 
Mstep: Class 3 contains 21798 members 
Mstep: Class 4 contains 87193 members 
Mstep: Class 5 contains 4122 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30030 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 159394 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26424 members 
Mstep: Class 12 contains 22258 members 
Mstep: Class 13 contains 164970 members 
Mstep: Class 14 contains 21791 members 
Mstep: Class 15 contains 541 members 
Mstep: Class 16 contains 6689 members 
Mstep: Class 17 contains 64452 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11604 members 
Mstep: Class 20 contains 7371 members 
Mstep: Class 21 contains 3304 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4768 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8198 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 10110 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14043 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906288.000000 Penalty: 120936.960938
Iteration 217Q: 37 clusters Score -1.009063e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6814 members 
Mstep: Class 3 contains 21795 members 
Mstep: Class 4 contains 87192 members 
Mstep: Class 5 contains 4121 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30030 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 159399 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26424 members 
Mstep: Class 12 contains 22260 members 
Mstep: Class 13 contains 164968 members 
Mstep: Class 14 contains 21791 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 64449 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11606 members 
Mstep: Class 20 contains 7371 members 
Mstep: Class 21 contains 3304 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4768 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8206 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 10117 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14044 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906184.000000 Penalty: 120936.960938
Iteration 218Q: 37 clusters Score -1.009062e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6813 members 
Mstep: Class 3 contains 21794 members 
Mstep: Class 4 contains 87190 members 
Mstep: Class 5 contains 4116 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30028 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159400 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26424 members 
Mstep: Class 12 contains 22264 members 
Mstep: Class 13 contains 164964 members 
Mstep: Class 14 contains 21792 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 6673 members 
Mstep: Class 17 contains 64446 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11606 members 
Mstep: Class 20 contains 7371 members 
Mstep: Class 21 contains 3304 members 
Mstep: Class 22 contains 10512 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4775 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8214 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 10121 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14047 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906224.000000 Penalty: 120936.960938
Iteration 219Q: 37 clusters Score -1.009062e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6811 members 
Mstep: Class 3 contains 21794 members 
Mstep: Class 4 contains 87190 members 
Mstep: Class 5 contains 4115 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30028 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159400 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26425 members 
Mstep: Class 12 contains 22269 members 
Mstep: Class 13 contains 164956 members 
Mstep: Class 14 contains 21791 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 6667 members 
Mstep: Class 17 contains 64440 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11606 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 3307 members 
Mstep: Class 22 contains 10512 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4780 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8218 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 10125 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14050 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906104.000000 Penalty: 120936.960938
Iteration 220F: 37 clusters Score -1.009061e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6811 members 
Mstep: Class 3 contains 21794 members 
Mstep: Class 4 contains 87189 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30027 members 
Mstep: Class 8 contains 4575 members 
Mstep: Class 9 contains 159402 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26425 members 
Mstep: Class 12 contains 22274 members 
Mstep: Class 13 contains 164955 members 
Mstep: Class 14 contains 21789 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 6666 members 
Mstep: Class 17 contains 64440 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11607 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 3311 members 
Mstep: Class 22 contains 10512 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4778 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8218 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 10125 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14051 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906184.000000 Penalty: 120936.960938
Iteration 221Q: 37 clusters Score -1.009062e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6811 members 
Mstep: Class 3 contains 21793 members 
Mstep: Class 4 contains 87187 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30028 members 
Mstep: Class 8 contains 4575 members 
Mstep: Class 9 contains 159401 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26424 members 
Mstep: Class 12 contains 22274 members 
Mstep: Class 13 contains 164955 members 
Mstep: Class 14 contains 21788 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 6664 members 
Mstep: Class 17 contains 64441 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11610 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 3311 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8219 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 10128 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14051 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906224.000000 Penalty: 120936.960938
Iteration 222Q: 37 clusters Score -1.009062e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6812 members 
Mstep: Class 3 contains 21791 members 
Mstep: Class 4 contains 87185 members 
Mstep: Class 5 contains 4115 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30031 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 159401 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 26424 members 
Mstep: Class 12 contains 22274 members 
Mstep: Class 13 contains 164952 members 
Mstep: Class 14 contains 21788 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6663 members 
Mstep: Class 17 contains 64440 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11612 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 3309 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4780 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8220 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 10130 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14050 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906112.000000 Penalty: 120936.960938
Iteration 223Q: 37 clusters Score -1.009061e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6811 members 
Mstep: Class 3 contains 21790 members 
Mstep: Class 4 contains 87183 members 
Mstep: Class 5 contains 4115 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30029 members 
Mstep: Class 8 contains 4578 members 
Mstep: Class 9 contains 159402 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26423 members 
Mstep: Class 12 contains 22275 members 
Mstep: Class 13 contains 164952 members 
Mstep: Class 14 contains 21789 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 6663 members 
Mstep: Class 17 contains 64440 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11612 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4781 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8220 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 10132 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14051 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906080.000000 Penalty: 120936.960938
Iteration 224Q: 37 clusters Score -1.009061e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6812 members 
Mstep: Class 3 contains 21789 members 
Mstep: Class 4 contains 87184 members 
Mstep: Class 5 contains 4114 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30032 members 
Mstep: Class 8 contains 4578 members 
Mstep: Class 9 contains 159402 members 
Mstep: Class 10 contains 3980 members 
Mstep: Class 11 contains 26422 members 
Mstep: Class 12 contains 22278 members 
Mstep: Class 13 contains 164952 members 
Mstep: Class 14 contains 21790 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 6660 members 
Mstep: Class 17 contains 64438 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11612 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 3309 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8222 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 10131 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14052 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906104.000000 Penalty: 120936.960938
Iteration 225Q: 37 clusters Score -1.009061e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6812 members 
Mstep: Class 3 contains 21789 members 
Mstep: Class 4 contains 87185 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30029 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 159401 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26422 members 
Mstep: Class 12 contains 22282 members 
Mstep: Class 13 contains 164953 members 
Mstep: Class 14 contains 21789 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 6654 members 
Mstep: Class 17 contains 64434 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 3311 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4780 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 10131 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14055 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906136.000000 Penalty: 120936.960938
Iteration 226Q: 37 clusters Score -1.009061e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6812 members 
Mstep: Class 3 contains 21790 members 
Mstep: Class 4 contains 87185 members 
Mstep: Class 5 contains 4111 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30028 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159401 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26422 members 
Mstep: Class 12 contains 22280 members 
Mstep: Class 13 contains 164953 members 
Mstep: Class 14 contains 21789 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 64432 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 3312 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4783 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 10132 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14057 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906248.000000 Penalty: 120936.960938
Iteration 227Q: 37 clusters Score -1.009062e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6812 members 
Mstep: Class 3 contains 21790 members 
Mstep: Class 4 contains 87186 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30026 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159401 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26422 members 
Mstep: Class 12 contains 22280 members 
Mstep: Class 13 contains 164954 members 
Mstep: Class 14 contains 21789 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6642 members 
Mstep: Class 17 contains 64432 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 3311 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4782 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8235 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 10136 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14057 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906208.000000 Penalty: 120936.960938
Iteration 228Q: 37 clusters Score -1.009062e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6812 members 
Mstep: Class 3 contains 21791 members 
Mstep: Class 4 contains 87184 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30025 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159402 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26422 members 
Mstep: Class 12 contains 22281 members 
Mstep: Class 13 contains 164952 members 
Mstep: Class 14 contains 21787 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6637 members 
Mstep: Class 17 contains 64430 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 3310 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4783 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8239 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 10142 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14057 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906160.000000 Penalty: 120936.960938
Iteration 229Q: 37 clusters Score -1.009062e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6811 members 
Mstep: Class 3 contains 21792 members 
Mstep: Class 4 contains 87177 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30023 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 159402 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26422 members 
Mstep: Class 12 contains 22280 members 
Mstep: Class 13 contains 164950 members 
Mstep: Class 14 contains 21786 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6635 members 
Mstep: Class 17 contains 64433 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 3309 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4780 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8244 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 10153 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14056 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906184.000000 Penalty: 120936.960938
Iteration 230Q: 37 clusters Score -1.009062e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6810 members 
Mstep: Class 3 contains 21790 members 
Mstep: Class 4 contains 87172 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30021 members 
Mstep: Class 8 contains 4578 members 
Mstep: Class 9 contains 159400 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26422 members 
Mstep: Class 12 contains 22283 members 
Mstep: Class 13 contains 164951 members 
Mstep: Class 14 contains 21786 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6626 members 
Mstep: Class 17 contains 64433 members 
Mstep: Class 18 contains 37201 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 3311 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4778 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8256 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 10159 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14056 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906128.000000 Penalty: 120936.960938
Iteration 231Q: 37 clusters Score -1.009061e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6809 members 
Mstep: Class 3 contains 21791 members 
Mstep: Class 4 contains 87169 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30023 members 
Mstep: Class 8 contains 4578 members 
Mstep: Class 9 contains 159400 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26422 members 
Mstep: Class 12 contains 22283 members 
Mstep: Class 13 contains 164951 members 
Mstep: Class 14 contains 21788 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6603 members 
Mstep: Class 17 contains 64433 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7373 members 
Mstep: Class 21 contains 3311 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8277 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 10162 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14057 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906208.000000 Penalty: 120936.960938
Iteration 232Q: 37 clusters Score -1.009062e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6809 members 
Mstep: Class 3 contains 21790 members 
Mstep: Class 4 contains 87167 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30023 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 159400 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26422 members 
Mstep: Class 12 contains 22282 members 
Mstep: Class 13 contains 164950 members 
Mstep: Class 14 contains 21788 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6588 members 
Mstep: Class 17 contains 64432 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7374 members 
Mstep: Class 21 contains 3312 members 
Mstep: Class 22 contains 10510 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8294 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 10161 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14061 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906240.000000 Penalty: 120936.960938
Iteration 233Q: 37 clusters Score -1.009062e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6809 members 
Mstep: Class 3 contains 21791 members 
Mstep: Class 4 contains 87167 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30024 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 159400 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26422 members 
Mstep: Class 12 contains 22282 members 
Mstep: Class 13 contains 164950 members 
Mstep: Class 14 contains 21788 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6576 members 
Mstep: Class 17 contains 64431 members 
Mstep: Class 18 contains 37199 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7375 members 
Mstep: Class 21 contains 3312 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8305 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 10162 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14060 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906248.000000 Penalty: 120936.960938
Iteration 234Q: 37 clusters Score -1.009062e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6809 members 
Mstep: Class 3 contains 21791 members 
Mstep: Class 4 contains 87166 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30023 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 159401 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26422 members 
Mstep: Class 12 contains 22281 members 
Mstep: Class 13 contains 164949 members 
Mstep: Class 14 contains 21787 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6563 members 
Mstep: Class 17 contains 64431 members 
Mstep: Class 18 contains 37199 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3312 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8319 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10164 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14061 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906272.000000 Penalty: 120936.960938
Iteration 235Q: 37 clusters Score -1.009063e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6808 members 
Mstep: Class 3 contains 21791 members 
Mstep: Class 4 contains 87165 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30019 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 159403 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26422 members 
Mstep: Class 12 contains 22281 members 
Mstep: Class 13 contains 164949 members 
Mstep: Class 14 contains 21788 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6555 members 
Mstep: Class 17 contains 64431 members 
Mstep: Class 18 contains 37199 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3311 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8328 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906216.000000 Penalty: 120936.960938
Iteration 236Q: 37 clusters Score -1.009062e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6806 members 
Mstep: Class 3 contains 21791 members 
Mstep: Class 4 contains 87166 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30017 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 159404 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26422 members 
Mstep: Class 12 contains 22281 members 
Mstep: Class 13 contains 164949 members 
Mstep: Class 14 contains 21789 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 64431 members 
Mstep: Class 18 contains 37199 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3311 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8341 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10167 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906160.000000 Penalty: 120936.960938
Iteration 237Q: 37 clusters Score -1.009062e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6804 members 
Mstep: Class 3 contains 21791 members 
Mstep: Class 4 contains 87166 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30020 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 159404 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26421 members 
Mstep: Class 12 contains 22279 members 
Mstep: Class 13 contains 164951 members 
Mstep: Class 14 contains 21791 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6530 members 
Mstep: Class 17 contains 64431 members 
Mstep: Class 18 contains 37199 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3309 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8350 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10170 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906176.000000 Penalty: 120936.960938
Iteration 238Q: 37 clusters Score -1.009062e+08 nChanged 25
Entering ConstructFrom: 
Score: -100906176.000000 Penalty: 120936.960938
Entering ConstructFrom: 
Trying to split cluster 1 (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: -80428.750000 Penalty: 1600.889282
	Iteration 0F: 2 clusters Score -80428.75 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 316 members 
Entering Unmasked Estep 
Score: -78812.414062 Penalty: 3201.778564
	Iteration 0F: 3 clusters Score -78812.41 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79040.312500 Penalty: 3201.778564
	Iteration 1F: 3 clusters Score -79040.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79108.070312 Penalty: 3201.778564
	Iteration 2F: 3 clusters Score -79108.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -79157.031250 Penalty: 3201.778564
	Iteration 3Q: 3 clusters Score -79157.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79218.468750 Penalty: 3201.778564
	Iteration 4Q: 3 clusters Score -79218.47 nChanged 18
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: -79278.671875 Penalty: 3201.778564
	Iteration 5Q: 3 clusters Score -79278.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79306.820312 Penalty: 3201.778564
	Iteration 6Q: 3 clusters Score -79306.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79327.171875 Penalty: 3201.778564
	Iteration 7Q: 3 clusters Score -79327.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79337.171875 Penalty: 3201.778564
	Iteration 8Q: 3 clusters Score -79337.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79363.359375 Penalty: 3201.778564
	Iteration 9Q: 3 clusters Score -79363.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79387.382812 Penalty: 3201.778564
	Iteration 10Q: 3 clusters Score -79387.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79403.054688 Penalty: 3201.778564
	Iteration 11Q: 3 clusters Score -79403.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79432.929688 Penalty: 3201.778564
	Iteration 12Q: 3 clusters Score -79432.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79479.687500 Penalty: 3201.778564
	Iteration 13Q: 3 clusters Score -79479.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79501.351562 Penalty: 3201.778564
	Iteration 14Q: 3 clusters Score -79501.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79535.031250 Penalty: 3201.778564
	Iteration 15Q: 3 clusters Score -79535.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79561.296875 Penalty: 3201.778564
	Iteration 16Q: 3 clusters Score -79561.3 nChanged 9
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: -79597.648438 Penalty: 3201.778564
	Iteration 17Q: 3 clusters Score -79597.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79643.312500 Penalty: 3201.778564
	Iteration 18Q: 3 clusters Score -79643.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79686.765625 Penalty: 3201.778564
	Iteration 19Q: 3 clusters Score -79686.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79723.007812 Penalty: 3201.778564
	Iteration 20F: 3 clusters Score -79723.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79763.695312 Penalty: 3201.778564
	Iteration 21Q: 3 clusters Score -79763.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79813.242188 Penalty: 3201.778564
	Iteration 22Q: 3 clusters Score -79813.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79849.015625 Penalty: 3201.778564
	Iteration 23Q: 3 clusters Score -79849.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79875.039062 Penalty: 3201.778564
	Iteration 24Q: 3 clusters Score -79875.04 nChanged 6
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: -79904.429688 Penalty: 3201.778564
	Iteration 25Q: 3 clusters Score -79904.43 nChanged 5
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: -79919.906250 Penalty: 3201.778564
	Iteration 26Q: 3 clusters Score -79919.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79921.351562 Penalty: 3201.778564
	Iteration 27Q: 3 clusters Score -79921.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79921.351562 Penalty: 3201.778564
	Iteration 28F: 3 clusters Score -79921.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Entering Unmasked Estep 
Score: -863584.375000 Penalty: 2188.556641
	Iteration 0F: 2 clusters Score -863584.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -857898.125000 Penalty: 4377.113281
	Iteration 0F: 3 clusters Score -857898.1 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -859468.812500 Penalty: 4377.113281
	Iteration 1F: 3 clusters Score -859468.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -859924.562500 Penalty: 4377.113281
	Iteration 2F: 3 clusters Score -859924.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -860295.562500 Penalty: 4377.113281
	Iteration 3F: 3 clusters Score -860295.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -860546.437500 Penalty: 4377.113281
	Iteration 4F: 3 clusters Score -860546.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -860780.687500 Penalty: 4377.113281
	Iteration 5Q: 3 clusters Score -860780.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -860986.812500 Penalty: 4377.113281
	Iteration 6Q: 3 clusters Score -860986.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -861196.312500 Penalty: 4377.113281
	Iteration 7Q: 3 clusters Score -861196.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -861423.812500 Penalty: 4377.113281
	Iteration 8Q: 3 clusters Score -861423.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -861621.500000 Penalty: 4377.113281
	Iteration 9Q: 3 clusters Score -861621.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -861797.187500 Penalty: 4377.113281
	Iteration 10Q: 3 clusters Score -861797.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -861949.375000 Penalty: 4377.113281
	Iteration 11Q: 3 clusters Score -861949.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -862069.312500 Penalty: 4377.113281
	Iteration 12Q: 3 clusters Score -862069.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -862170.625000 Penalty: 4377.113281
	Iteration 13Q: 3 clusters Score -862170.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -862252.437500 Penalty: 4377.113281
	Iteration 14Q: 3 clusters Score -862252.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -862317.000000 Penalty: 4377.113281
	Iteration 15Q: 3 clusters Score -862317 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -862375.312500 Penalty: 4377.113281
	Iteration 16Q: 3 clusters Score -862375.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -862415.687500 Penalty: 4377.113281
	Iteration 17Q: 3 clusters Score -862415.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -862447.437500 Penalty: 4377.113281
	Iteration 18Q: 3 clusters Score -862447.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -862466.187500 Penalty: 4377.113281
	Iteration 19Q: 3 clusters Score -862466.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -862474.500000 Penalty: 4377.113281
	Iteration 20F: 3 clusters Score -862474.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -862481.875000 Penalty: 4377.113281
	Iteration 21Q: 3 clusters Score -862481.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -862486.875000 Penalty: 4377.113281
	Iteration 22Q: 3 clusters Score -862486.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -862488.000000 Penalty: 4377.113281
	Iteration 23Q: 3 clusters Score -862488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -862491.312500 Penalty: 4377.113281
	Iteration 24Q: 3 clusters Score -862491.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -862490.812500 Penalty: 4377.113281
	Iteration 25Q: 3 clusters Score -862490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -862490.500000 Penalty: 4377.113281
	Iteration 26Q: 3 clusters Score -862490.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -862490.250000 Penalty: 4377.113281
	Iteration 27Q: 3 clusters Score -862490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -862489.812500 Penalty: 4377.113281
	Iteration 28Q: 3 clusters Score -862489.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -862491.937500 Penalty: 4377.113281
	Iteration 29Q: 3 clusters Score -862491.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -862492.375000 Penalty: 4377.113281
	Iteration 30Q: 3 clusters Score -862492.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -862492.750000 Penalty: 4377.113281
	Iteration 31Q: 3 clusters Score -862492.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -862493.437500 Penalty: 4377.113281
	Iteration 32Q: 3 clusters Score -862493.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -862492.437500 Penalty: 4377.113281
	Iteration 33Q: 3 clusters Score -862492.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -862493.312500 Penalty: 4377.113281
	Iteration 34Q: 3 clusters Score -862493.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -862493.312500 Penalty: 4377.113281
	Iteration 35F: 3 clusters Score -862493.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Entering Unmasked Estep 
Score: -2865829.250000 Penalty: 2477.334473
	Iteration 0F: 2 clusters Score -2865829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2850684.250000 Penalty: 4954.668945
	Iteration 0F: 3 clusters Score -2850684 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2855891.250000 Penalty: 4954.668945
	Iteration 1F: 3 clusters Score -2855891 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2856407.250000 Penalty: 4954.668945
	Iteration 2F: 3 clusters Score -2856407 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2856969.250000 Penalty: 4954.668945
	Iteration 3F: 3 clusters Score -2856969 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2857529.250000 Penalty: 4954.668945
	Iteration 4F: 3 clusters Score -2857529 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2858170.250000 Penalty: 4954.668945
	Iteration 5F: 3 clusters Score -2858170 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2858839.750000 Penalty: 4954.668945
	Iteration 6F: 3 clusters Score -2858840 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2859511.750000 Penalty: 4954.668945
	Iteration 7F: 3 clusters Score -2859512 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2860217.750000 Penalty: 4954.668945
	Iteration 8F: 3 clusters Score -2860218 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2860941.250000 Penalty: 4954.668945
	Iteration 9Q: 3 clusters Score -2860941 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2861667.000000 Penalty: 4954.668945
	Iteration 10Q: 3 clusters Score -2861667 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2862335.500000 Penalty: 4954.668945
	Iteration 11Q: 3 clusters Score -2862336 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2862961.000000 Penalty: 4954.668945
	Iteration 12Q: 3 clusters Score -2862961 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2863398.750000 Penalty: 4954.668945
	Iteration 13Q: 3 clusters Score -2863399 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2863677.750000 Penalty: 4954.668945
	Iteration 14Q: 3 clusters Score -2863678 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2863885.750000 Penalty: 4954.668945
	Iteration 15Q: 3 clusters Score -2863886 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2864069.750000 Penalty: 4954.668945
	Iteration 16Q: 3 clusters Score -2864070 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2864230.000000 Penalty: 4954.668945
	Iteration 17Q: 3 clusters Score -2864230 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2864385.750000 Penalty: 4954.668945
	Iteration 18Q: 3 clusters Score -2864386 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2864539.000000 Penalty: 4954.668945
	Iteration 19Q: 3 clusters Score -2864539 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2864675.750000 Penalty: 4954.668945
	Iteration 20F: 3 clusters Score -2864676 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2864773.500000 Penalty: 4954.668945
	Iteration 21Q: 3 clusters Score -2864774 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2864835.250000 Penalty: 4954.668945
	Iteration 22Q: 3 clusters Score -2864835 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2864893.750000 Penalty: 4954.668945
	Iteration 23Q: 3 clusters Score -2864894 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2864946.250000 Penalty: 4954.668945
	Iteration 24Q: 3 clusters Score -2864946 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2864986.000000 Penalty: 4954.668945
	Iteration 25Q: 3 clusters Score -2864986 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2865016.250000 Penalty: 4954.668945
	Iteration 26Q: 3 clusters Score -2865016 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2865046.250000 Penalty: 4954.668945
	Iteration 27Q: 3 clusters Score -2865046 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2865065.750000 Penalty: 4954.668945
	Iteration 28Q: 3 clusters Score -2865066 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2865084.000000 Penalty: 4954.668945
	Iteration 29Q: 3 clusters Score -2865084 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2865090.250000 Penalty: 4954.668945
	Iteration 30Q: 3 clusters Score -2865090 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2865105.000000 Penalty: 4954.668945
	Iteration 31Q: 3 clusters Score -2865105 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2865126.000000 Penalty: 4954.668945
	Iteration 32Q: 3 clusters Score -2865126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2865138.000000 Penalty: 4954.668945
	Iteration 33Q: 3 clusters Score -2865138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2865139.500000 Penalty: 4954.668945
	Iteration 34Q: 3 clusters Score -2865140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2865149.250000 Penalty: 4954.668945
	Iteration 35Q: 3 clusters Score -2865149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2865150.000000 Penalty: 4954.668945
	Iteration 36Q: 3 clusters Score -2865150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2865159.000000 Penalty: 4954.668945
	Iteration 37Q: 3 clusters Score -2865159 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2865163.500000 Penalty: 4954.668945
	Iteration 38Q: 3 clusters Score -2865164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2865166.250000 Penalty: 4954.668945
	Iteration 39Q: 3 clusters Score -2865166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2865166.500000 Penalty: 4954.668945
	Iteration 40F: 3 clusters Score -2865166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2865168.500000 Penalty: 4954.668945
	Iteration 41Q: 3 clusters Score -2865168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2865176.000000 Penalty: 4954.668945
	Iteration 42Q: 3 clusters Score -2865176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2865180.500000 Penalty: 4954.668945
	Iteration 43Q: 3 clusters Score -2865180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2865185.750000 Penalty: 4954.668945
	Iteration 44Q: 3 clusters Score -2865186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2865191.500000 Penalty: 4954.668945
	Iteration 45Q: 3 clusters Score -2865192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -2865189.000000 Penalty: 4954.668945
	Iteration 46Q: 3 clusters Score -2865189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2865197.500000 Penalty: 4954.668945
	Iteration 47Q: 3 clusters Score -2865198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2865193.500000 Penalty: 4954.668945
	Iteration 48Q: 3 clusters Score -2865194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2865196.250000 Penalty: 4954.668945
	Iteration 49Q: 3 clusters Score -2865196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2865195.250000 Penalty: 4954.668945
	Iteration 50Q: 3 clusters Score -2865195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2865194.750000 Penalty: 4954.668945
	Iteration 51Q: 3 clusters Score -2865195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2865196.750000 Penalty: 4954.668945
	Iteration 52Q: 3 clusters Score -2865197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2865199.500000 Penalty: 4954.668945
	Iteration 53Q: 3 clusters Score -2865200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2865199.000000 Penalty: 4954.668945
	Iteration 54Q: 3 clusters Score -2865199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2865199.000000 Penalty: 4954.668945
	Iteration 55F: 3 clusters Score -2865199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (87163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87163 members 
Entering Unmasked Estep 
Score: -11880972.000000 Penalty: 2821.132568
	Iteration 0F: 2 clusters Score -1.188097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -11822580.000000 Penalty: 5642.265137
	Iteration 0F: 3 clusters Score -1.182258e+07 nChanged 41251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -11846368.000000 Penalty: 5642.265137
	Iteration 1F: 3 clusters Score -1.184637e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -11847389.000000 Penalty: 5642.265137
	Iteration 2Q: 3 clusters Score -1.184739e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -11848569.000000 Penalty: 5642.265137
	Iteration 3Q: 3 clusters Score -1.184857e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -11849870.000000 Penalty: 5642.265137
	Iteration 4Q: 3 clusters Score -1.184987e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -11851459.000000 Penalty: 5642.265137
	Iteration 5Q: 3 clusters Score -1.185146e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -11853465.000000 Penalty: 5642.265137
	Iteration 6F: 3 clusters Score -1.185346e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -11855620.000000 Penalty: 5642.265137
	Iteration 7F: 3 clusters Score -1.185562e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -11857880.000000 Penalty: 5642.265137
	Iteration 8F: 3 clusters Score -1.185788e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -11860452.000000 Penalty: 5642.265137
	Iteration 9F: 3 clusters Score -1.186045e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65014 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -11863259.000000 Penalty: 5642.265137
	Iteration 10F: 3 clusters Score -1.186326e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69278 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -11866204.000000 Penalty: 5642.265137
	Iteration 11F: 3 clusters Score -1.18662e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73331 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -11868893.000000 Penalty: 5642.265137
	Iteration 12Q: 3 clusters Score -1.186889e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76949 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -11871340.000000 Penalty: 5642.265137
	Iteration 13Q: 3 clusters Score -1.187134e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -11873578.000000 Penalty: 5642.265137
	Iteration 14Q: 3 clusters Score -1.187358e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82279 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -11875297.000000 Penalty: 5642.265137
	Iteration 15Q: 3 clusters Score -1.18753e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83977 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -11876530.000000 Penalty: 5642.265137
	Iteration 16Q: 3 clusters Score -1.187653e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85027 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -11877393.000000 Penalty: 5642.265137
	Iteration 17Q: 3 clusters Score -1.187739e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85653 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -11877835.000000 Penalty: 5642.265137
	Iteration 18Q: 3 clusters Score -1.187784e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -11878132.000000 Penalty: 5642.265137
	Iteration 19Q: 3 clusters Score -1.187813e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86187 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -11878304.000000 Penalty: 5642.265137
	Iteration 20F: 3 clusters Score -1.18783e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86322 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11878438.000000 Penalty: 5642.265137
	Iteration 21Q: 3 clusters Score -1.187844e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86397 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -11878495.000000 Penalty: 5642.265137
	Iteration 22Q: 3 clusters Score -1.18785e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86452 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -11878533.000000 Penalty: 5642.265137
	Iteration 23Q: 3 clusters Score -1.187853e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86487 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -11878569.000000 Penalty: 5642.265137
	Iteration 24Q: 3 clusters Score -1.187857e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86512 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11878590.000000 Penalty: 5642.265137
	Iteration 25Q: 3 clusters Score -1.187859e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86530 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11878615.000000 Penalty: 5642.265137
	Iteration 26Q: 3 clusters Score -1.187862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86540 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -11878632.000000 Penalty: 5642.265137
	Iteration 27Q: 3 clusters Score -1.187863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -11878650.000000 Penalty: 5642.265137
	Iteration 28Q: 3 clusters Score -1.187865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86552 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -11878652.000000 Penalty: 5642.265137
	Iteration 29Q: 3 clusters Score -1.187865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86553 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -11878654.000000 Penalty: 5642.265137
	Iteration 30Q: 3 clusters Score -1.187865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -11878654.000000 Penalty: 5642.265137
	Iteration 31Q: 3 clusters Score -1.187865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -11878661.000000 Penalty: 5642.265137
	Iteration 32Q: 3 clusters Score -1.187866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86558 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -11878665.000000 Penalty: 5642.265137
	Iteration 33Q: 3 clusters Score -1.187866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86561 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -11878662.000000 Penalty: 5642.265137
	Iteration 34Q: 3 clusters Score -1.187866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86567 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -11878673.000000 Penalty: 5642.265137
	Iteration 35Q: 3 clusters Score -1.187867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86572 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -11878687.000000 Penalty: 5642.265137
	Iteration 36Q: 3 clusters Score -1.187869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86577 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -11878687.000000 Penalty: 5642.265137
	Iteration 37Q: 3 clusters Score -1.187869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86579 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -11878691.000000 Penalty: 5642.265137
	Iteration 38Q: 3 clusters Score -1.187869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -11878683.000000 Penalty: 5642.265137
	Iteration 39Q: 3 clusters Score -1.187868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86580 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -11878687.000000 Penalty: 5642.265137
	Iteration 40F: 3 clusters Score -1.187869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -11878686.000000 Penalty: 5642.265137
	Iteration 41Q: 3 clusters Score -1.187869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86583 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -11878686.000000 Penalty: 5642.265137
	Iteration 42Q: 3 clusters Score -1.187869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86585 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -11878691.000000 Penalty: 5642.265137
	Iteration 43Q: 3 clusters Score -1.187869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86585 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -11878691.000000 Penalty: 5642.265137
	Iteration 44F: 3 clusters Score -1.187869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -546807.312500 Penalty: 2063.833252
	Iteration 0F: 2 clusters Score -546807.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -542881.562500 Penalty: 4127.666504
	Iteration 0F: 3 clusters Score -542881.6 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -543739.437500 Penalty: 4127.666504
	Iteration 1F: 3 clusters Score -543739.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -543959.625000 Penalty: 4127.666504
	Iteration 2F: 3 clusters Score -543959.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -544121.937500 Penalty: 4127.666504
	Iteration 3F: 3 clusters Score -544121.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -544266.062500 Penalty: 4127.666504
	Iteration 4Q: 3 clusters Score -544266.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -544382.937500 Penalty: 4127.666504
	Iteration 5Q: 3 clusters Score -544382.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -544496.937500 Penalty: 4127.666504
	Iteration 6Q: 3 clusters Score -544496.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -544624.000000 Penalty: 4127.666504
	Iteration 7Q: 3 clusters Score -544624 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -544777.062500 Penalty: 4127.666504
	Iteration 8Q: 3 clusters Score -544777.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -544936.875000 Penalty: 4127.666504
	Iteration 9Q: 3 clusters Score -544936.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -545134.562500 Penalty: 4127.666504
	Iteration 10Q: 3 clusters Score -545134.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -545321.437500 Penalty: 4127.666504
	Iteration 11Q: 3 clusters Score -545321.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -545452.875000 Penalty: 4127.666504
	Iteration 12Q: 3 clusters Score -545452.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -545538.750000 Penalty: 4127.666504
	Iteration 13Q: 3 clusters Score -545538.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -545592.312500 Penalty: 4127.666504
	Iteration 14Q: 3 clusters Score -545592.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -545622.500000 Penalty: 4127.666504
	Iteration 15Q: 3 clusters Score -545622.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -545647.125000 Penalty: 4127.666504
	Iteration 16Q: 3 clusters Score -545647.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -545660.250000 Penalty: 4127.666504
	Iteration 17Q: 3 clusters Score -545660.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -545673.375000 Penalty: 4127.666504
	Iteration 18Q: 3 clusters Score -545673.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -545682.937500 Penalty: 4127.666504
	Iteration 19Q: 3 clusters Score -545682.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -545688.250000 Penalty: 4127.666504
	Iteration 20F: 3 clusters Score -545688.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -545690.500000 Penalty: 4127.666504
	Iteration 21Q: 3 clusters Score -545690.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -545692.000000 Penalty: 4127.666504
	Iteration 22Q: 3 clusters Score -545692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -545696.312500 Penalty: 4127.666504
	Iteration 23Q: 3 clusters Score -545696.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -545699.125000 Penalty: 4127.666504
	Iteration 24Q: 3 clusters Score -545699.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -545700.625000 Penalty: 4127.666504
	Iteration 25Q: 3 clusters Score -545700.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -545703.187500 Penalty: 4127.666504
	Iteration 26Q: 3 clusters Score -545703.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -545706.437500 Penalty: 4127.666504
	Iteration 27Q: 3 clusters Score -545706.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -545709.187500 Penalty: 4127.666504
	Iteration 28Q: 3 clusters Score -545709.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -545712.250000 Penalty: 4127.666504
	Iteration 29Q: 3 clusters Score -545712.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -545715.562500 Penalty: 4127.666504
	Iteration 30Q: 3 clusters Score -545715.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -545720.125000 Penalty: 4127.666504
	Iteration 31Q: 3 clusters Score -545720.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -545724.062500 Penalty: 4127.666504
	Iteration 32Q: 3 clusters Score -545724.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -545726.500000 Penalty: 4127.666504
	Iteration 33Q: 3 clusters Score -545726.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -545728.625000 Penalty: 4127.666504
	Iteration 34Q: 3 clusters Score -545728.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -545730.312500 Penalty: 4127.666504
	Iteration 35Q: 3 clusters Score -545730.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -545732.187500 Penalty: 4127.666504
	Iteration 36Q: 3 clusters Score -545732.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -545735.375000 Penalty: 4127.666504
	Iteration 37Q: 3 clusters Score -545735.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -545736.562500 Penalty: 4127.666504
	Iteration 38Q: 3 clusters Score -545736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -545736.687500 Penalty: 4127.666504
	Iteration 39Q: 3 clusters Score -545736.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -545736.687500 Penalty: 4127.666504
	Iteration 40F: 3 clusters Score -545736.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -113404.960938 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -113405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111595.078125 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -111595.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -111965.328125 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -111965.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -112192.710938 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -112192.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -112372.289062 Penalty: 3371.778320
	Iteration 3F: 3 clusters Score -112372.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -112501.890625 Penalty: 3371.778320
	Iteration 4F: 3 clusters Score -112501.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112582.953125 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -112583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -112643.531250 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -112643.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -112686.148438 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -112686.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -112698.296875 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -112698.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -112704.945312 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -112704.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -112708.257812 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -112708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -112711.695312 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -112711.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -112713.375000 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -112713.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -112714.382812 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -112714.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -112716.164062 Penalty: 3371.778320
	Iteration 14Q: 3 clusters Score -112716.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -112716.164062 Penalty: 3371.778320
	Iteration 15F: 3 clusters Score -112716.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Entering Unmasked Estep 
Score: -3838589.000000 Penalty: 2556.826904
	Iteration 0F: 2 clusters Score -3838589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -3817951.750000 Penalty: 5113.653809
	Iteration 0F: 3 clusters Score -3817952 nChanged 13529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3825697.000000 Penalty: 5113.653809
	Iteration 1F: 3 clusters Score -3825697 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3826586.250000 Penalty: 5113.653809
	Iteration 2F: 3 clusters Score -3826586 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3827568.250000 Penalty: 5113.653809
	Iteration 3F: 3 clusters Score -3827568 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3828573.750000 Penalty: 5113.653809
	Iteration 4F: 3 clusters Score -3828574 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3829505.000000 Penalty: 5113.653809
	Iteration 5F: 3 clusters Score -3829505 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -3830307.000000 Penalty: 5113.653809
	Iteration 6F: 3 clusters Score -3830307 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -3830973.750000 Penalty: 5113.653809
	Iteration 7Q: 3 clusters Score -3830974 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -3831475.500000 Penalty: 5113.653809
	Iteration 8Q: 3 clusters Score -3831476 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -3831917.000000 Penalty: 5113.653809
	Iteration 9Q: 3 clusters Score -3831917 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -3832328.250000 Penalty: 5113.653809
	Iteration 10Q: 3 clusters Score -3832328 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -3832680.000000 Penalty: 5113.653809
	Iteration 11Q: 3 clusters Score -3832680 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -3833007.250000 Penalty: 5113.653809
	Iteration 12Q: 3 clusters Score -3833007 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3833262.000000 Penalty: 5113.653809
	Iteration 13Q: 3 clusters Score -3833262 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -3833465.250000 Penalty: 5113.653809
	Iteration 14Q: 3 clusters Score -3833465 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -3833620.000000 Penalty: 5113.653809
	Iteration 15Q: 3 clusters Score -3833620 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -3833755.750000 Penalty: 5113.653809
	Iteration 16Q: 3 clusters Score -3833756 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3833882.500000 Penalty: 5113.653809
	Iteration 17Q: 3 clusters Score -3833882 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -3833990.750000 Penalty: 5113.653809
	Iteration 18Q: 3 clusters Score -3833991 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -3834079.750000 Penalty: 5113.653809
	Iteration 19Q: 3 clusters Score -3834080 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -3834192.250000 Penalty: 5113.653809
	Iteration 20F: 3 clusters Score -3834192 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -3834282.250000 Penalty: 5113.653809
	Iteration 21Q: 3 clusters Score -3834282 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3834366.750000 Penalty: 5113.653809
	Iteration 22Q: 3 clusters Score -3834367 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -3834440.000000 Penalty: 5113.653809
	Iteration 23Q: 3 clusters Score -3834440 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -3834510.000000 Penalty: 5113.653809
	Iteration 24Q: 3 clusters Score -3834510 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -3834613.500000 Penalty: 5113.653809
	Iteration 25Q: 3 clusters Score -3834614 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -3834699.250000 Penalty: 5113.653809
	Iteration 26Q: 3 clusters Score -3834699 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3834781.000000 Penalty: 5113.653809
	Iteration 27Q: 3 clusters Score -3834781 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -3834866.750000 Penalty: 5113.653809
	Iteration 28Q: 3 clusters Score -3834867 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -3834987.000000 Penalty: 5113.653809
	Iteration 29Q: 3 clusters Score -3834987 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -3835131.000000 Penalty: 5113.653809
	Iteration 30Q: 3 clusters Score -3835131 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -3835297.750000 Penalty: 5113.653809
	Iteration 31Q: 3 clusters Score -3835298 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3835467.750000 Penalty: 5113.653809
	Iteration 32Q: 3 clusters Score -3835468 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3835634.750000 Penalty: 5113.653809
	Iteration 33Q: 3 clusters Score -3835635 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -3835800.250000 Penalty: 5113.653809
	Iteration 34Q: 3 clusters Score -3835800 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3835954.500000 Penalty: 5113.653809
	Iteration 35Q: 3 clusters Score -3835954 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3836115.750000 Penalty: 5113.653809
	Iteration 36Q: 3 clusters Score -3836116 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3836259.000000 Penalty: 5113.653809
	Iteration 37Q: 3 clusters Score -3836259 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3836360.750000 Penalty: 5113.653809
	Iteration 38Q: 3 clusters Score -3836361 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3836456.500000 Penalty: 5113.653809
	Iteration 39Q: 3 clusters Score -3836456 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3836542.750000 Penalty: 5113.653809
	Iteration 40F: 3 clusters Score -3836543 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3836604.500000 Penalty: 5113.653809
	Iteration 41Q: 3 clusters Score -3836604 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3836643.750000 Penalty: 5113.653809
	Iteration 42Q: 3 clusters Score -3836644 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3836699.500000 Penalty: 5113.653809
	Iteration 43Q: 3 clusters Score -3836700 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3836731.750000 Penalty: 5113.653809
	Iteration 44Q: 3 clusters Score -3836732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3836751.250000 Penalty: 5113.653809
	Iteration 45Q: 3 clusters Score -3836751 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3836761.000000 Penalty: 5113.653809
	Iteration 46Q: 3 clusters Score -3836761 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3836774.750000 Penalty: 5113.653809
	Iteration 47Q: 3 clusters Score -3836775 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3836791.500000 Penalty: 5113.653809
	Iteration 48Q: 3 clusters Score -3836792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3836806.000000 Penalty: 5113.653809
	Iteration 49Q: 3 clusters Score -3836806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3836810.250000 Penalty: 5113.653809
	Iteration 50Q: 3 clusters Score -3836810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3836815.500000 Penalty: 5113.653809
	Iteration 51Q: 3 clusters Score -3836816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3836816.250000 Penalty: 5113.653809
	Iteration 52Q: 3 clusters Score -3836816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3836829.000000 Penalty: 5113.653809
	Iteration 53Q: 3 clusters Score -3836829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3836833.250000 Penalty: 5113.653809
	Iteration 54Q: 3 clusters Score -3836833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3836834.500000 Penalty: 5113.653809
	Iteration 55Q: 3 clusters Score -3836834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3836838.500000 Penalty: 5113.653809
	Iteration 56Q: 3 clusters Score -3836838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3836843.000000 Penalty: 5113.653809
	Iteration 57Q: 3 clusters Score -3836843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3836842.750000 Penalty: 5113.653809
	Iteration 58Q: 3 clusters Score -3836843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3836845.750000 Penalty: 5113.653809
	Iteration 59Q: 3 clusters Score -3836846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3836847.000000 Penalty: 5113.653809
	Iteration 60F: 3 clusters Score -3836847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3836849.250000 Penalty: 5113.653809
	Iteration 61Q: 3 clusters Score -3836849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3836851.250000 Penalty: 5113.653809
	Iteration 62Q: 3 clusters Score -3836851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3836851.250000 Penalty: 5113.653809
	Iteration 63F: 3 clusters Score -3836851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Entering Unmasked Estep 
Score: -535141.375000 Penalty: 2090.342041
	Iteration 0F: 2 clusters Score -535141.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -530913.187500 Penalty: 4180.684082
	Iteration 0F: 3 clusters Score -530913.2 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -532198.312500 Penalty: 4180.684082
	Iteration 1F: 3 clusters Score -532198.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -532600.000000 Penalty: 4180.684082
	Iteration 2F: 3 clusters Score -532600 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -532919.187500 Penalty: 4180.684082
	Iteration 3F: 3 clusters Score -532919.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -533131.062500 Penalty: 4180.684082
	Iteration 4F: 3 clusters Score -533131.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -533264.125000 Penalty: 4180.684082
	Iteration 5Q: 3 clusters Score -533264.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -533378.500000 Penalty: 4180.684082
	Iteration 6Q: 3 clusters Score -533378.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -533474.625000 Penalty: 4180.684082
	Iteration 7Q: 3 clusters Score -533474.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -533560.187500 Penalty: 4180.684082
	Iteration 8Q: 3 clusters Score -533560.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -533616.750000 Penalty: 4180.684082
	Iteration 9Q: 3 clusters Score -533616.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -533661.562500 Penalty: 4180.684082
	Iteration 10Q: 3 clusters Score -533661.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -533710.125000 Penalty: 4180.684082
	Iteration 11Q: 3 clusters Score -533710.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -533749.062500 Penalty: 4180.684082
	Iteration 12Q: 3 clusters Score -533749.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -533780.937500 Penalty: 4180.684082
	Iteration 13Q: 3 clusters Score -533780.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -533806.187500 Penalty: 4180.684082
	Iteration 14Q: 3 clusters Score -533806.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -533830.437500 Penalty: 4180.684082
	Iteration 15Q: 3 clusters Score -533830.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -533845.437500 Penalty: 4180.684082
	Iteration 16Q: 3 clusters Score -533845.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -533859.062500 Penalty: 4180.684082
	Iteration 17Q: 3 clusters Score -533859.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -533870.750000 Penalty: 4180.684082
	Iteration 18Q: 3 clusters Score -533870.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -533883.000000 Penalty: 4180.684082
	Iteration 19Q: 3 clusters Score -533883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -533891.437500 Penalty: 4180.684082
	Iteration 20F: 3 clusters Score -533891.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -533910.625000 Penalty: 4180.684082
	Iteration 21Q: 3 clusters Score -533910.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -533928.687500 Penalty: 4180.684082
	Iteration 22Q: 3 clusters Score -533928.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -533957.812500 Penalty: 4180.684082
	Iteration 23Q: 3 clusters Score -533957.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -533984.000000 Penalty: 4180.684082
	Iteration 24Q: 3 clusters Score -533984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -534004.500000 Penalty: 4180.684082
	Iteration 25Q: 3 clusters Score -534004.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -534023.250000 Penalty: 4180.684082
	Iteration 26Q: 3 clusters Score -534023.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -534040.062500 Penalty: 4180.684082
	Iteration 27Q: 3 clusters Score -534040.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -534054.875000 Penalty: 4180.684082
	Iteration 28Q: 3 clusters Score -534054.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -534063.937500 Penalty: 4180.684082
	Iteration 29Q: 3 clusters Score -534063.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -534075.000000 Penalty: 4180.684082
	Iteration 30Q: 3 clusters Score -534075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -534085.437500 Penalty: 4180.684082
	Iteration 31Q: 3 clusters Score -534085.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -534102.625000 Penalty: 4180.684082
	Iteration 32Q: 3 clusters Score -534102.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -534119.375000 Penalty: 4180.684082
	Iteration 33Q: 3 clusters Score -534119.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -534137.500000 Penalty: 4180.684082
	Iteration 34Q: 3 clusters Score -534137.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -534159.562500 Penalty: 4180.684082
	Iteration 35Q: 3 clusters Score -534159.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -534180.375000 Penalty: 4180.684082
	Iteration 36Q: 3 clusters Score -534180.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -534198.625000 Penalty: 4180.684082
	Iteration 37Q: 3 clusters Score -534198.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -534210.500000 Penalty: 4180.684082
	Iteration 38Q: 3 clusters Score -534210.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -534225.187500 Penalty: 4180.684082
	Iteration 39Q: 3 clusters Score -534225.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -534234.812500 Penalty: 4180.684082
	Iteration 40F: 3 clusters Score -534234.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -534246.875000 Penalty: 4180.684082
	Iteration 41Q: 3 clusters Score -534246.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -534256.812500 Penalty: 4180.684082
	Iteration 42Q: 3 clusters Score -534256.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -534262.187500 Penalty: 4180.684082
	Iteration 43Q: 3 clusters Score -534262.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -534267.250000 Penalty: 4180.684082
	Iteration 44Q: 3 clusters Score -534267.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -534274.937500 Penalty: 4180.684082
	Iteration 45Q: 3 clusters Score -534274.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -534285.062500 Penalty: 4180.684082
	Iteration 46Q: 3 clusters Score -534285.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -534300.250000 Penalty: 4180.684082
	Iteration 47Q: 3 clusters Score -534300.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -534310.062500 Penalty: 4180.684082
	Iteration 48Q: 3 clusters Score -534310.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -534320.375000 Penalty: 4180.684082
	Iteration 49Q: 3 clusters Score -534320.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -534328.687500 Penalty: 4180.684082
	Iteration 50Q: 3 clusters Score -534328.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -534337.187500 Penalty: 4180.684082
	Iteration 51Q: 3 clusters Score -534337.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -534347.312500 Penalty: 4180.684082
	Iteration 52Q: 3 clusters Score -534347.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -534359.375000 Penalty: 4180.684082
	Iteration 53Q: 3 clusters Score -534359.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -534368.750000 Penalty: 4180.684082
	Iteration 54Q: 3 clusters Score -534368.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -534376.250000 Penalty: 4180.684082
	Iteration 55Q: 3 clusters Score -534376.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -534379.187500 Penalty: 4180.684082
	Iteration 56Q: 3 clusters Score -534379.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -534385.875000 Penalty: 4180.684082
	Iteration 57Q: 3 clusters Score -534385.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -534392.062500 Penalty: 4180.684082
	Iteration 58Q: 3 clusters Score -534392.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -534397.937500 Penalty: 4180.684082
	Iteration 59Q: 3 clusters Score -534397.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -534400.437500 Penalty: 4180.684082
	Iteration 60F: 3 clusters Score -534400.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -534405.875000 Penalty: 4180.684082
	Iteration 61Q: 3 clusters Score -534405.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -534407.937500 Penalty: 4180.684082
	Iteration 62Q: 3 clusters Score -534407.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -534411.125000 Penalty: 4180.684082
	Iteration 63Q: 3 clusters Score -534411.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -534413.625000 Penalty: 4180.684082
	Iteration 64Q: 3 clusters Score -534413.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -534415.562500 Penalty: 4180.684082
	Iteration 65Q: 3 clusters Score -534415.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -534417.812500 Penalty: 4180.684082
	Iteration 66Q: 3 clusters Score -534417.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -534418.562500 Penalty: 4180.684082
	Iteration 67Q: 3 clusters Score -534418.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -534420.187500 Penalty: 4180.684082
	Iteration 68Q: 3 clusters Score -534420.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -534423.750000 Penalty: 4180.684082
	Iteration 69Q: 3 clusters Score -534423.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -534426.250000 Penalty: 4180.684082
	Iteration 70Q: 3 clusters Score -534426.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -534432.125000 Penalty: 4180.684082
	Iteration 71Q: 3 clusters Score -534432.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -534436.187500 Penalty: 4180.684082
	Iteration 72Q: 3 clusters Score -534436.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -534441.687500 Penalty: 4180.684082
	Iteration 73Q: 3 clusters Score -534441.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -534446.500000 Penalty: 4180.684082
	Iteration 74Q: 3 clusters Score -534446.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -534450.375000 Penalty: 4180.684082
	Iteration 75Q: 3 clusters Score -534450.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -534452.187500 Penalty: 4180.684082
	Iteration 76Q: 3 clusters Score -534452.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -534456.062500 Penalty: 4180.684082
	Iteration 77Q: 3 clusters Score -534456.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -534460.625000 Penalty: 4180.684082
	Iteration 78Q: 3 clusters Score -534460.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -534463.062500 Penalty: 4180.684082
	Iteration 79Q: 3 clusters Score -534463.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -534464.812500 Penalty: 4180.684082
	Iteration 80F: 3 clusters Score -534464.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -534466.250000 Penalty: 4180.684082
	Iteration 81Q: 3 clusters Score -534466.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -534468.812500 Penalty: 4180.684082
	Iteration 82Q: 3 clusters Score -534468.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -534468.937500 Penalty: 4180.684082
	Iteration 83Q: 3 clusters Score -534468.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -534471.375000 Penalty: 4180.684082
	Iteration 84Q: 3 clusters Score -534471.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -534472.625000 Penalty: 4180.684082
	Iteration 85Q: 3 clusters Score -534472.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -534473.625000 Penalty: 4180.684082
	Iteration 86Q: 3 clusters Score -534473.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -534475.625000 Penalty: 4180.684082
	Iteration 87Q: 3 clusters Score -534475.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -534477.875000 Penalty: 4180.684082
	Iteration 88Q: 3 clusters Score -534477.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -534480.812500 Penalty: 4180.684082
	Iteration 89Q: 3 clusters Score -534480.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -534487.500000 Penalty: 4180.684082
	Iteration 90Q: 3 clusters Score -534487.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -534493.125000 Penalty: 4180.684082
	Iteration 91Q: 3 clusters Score -534493.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -534498.062500 Penalty: 4180.684082
	Iteration 92Q: 3 clusters Score -534498.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -534503.687500 Penalty: 4180.684082
	Iteration 93Q: 3 clusters Score -534503.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -534506.187500 Penalty: 4180.684082
	Iteration 94Q: 3 clusters Score -534506.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -534507.750000 Penalty: 4180.684082
	Iteration 95Q: 3 clusters Score -534507.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -534508.187500 Penalty: 4180.684082
	Iteration 96Q: 3 clusters Score -534508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -534508.875000 Penalty: 4180.684082
	Iteration 97Q: 3 clusters Score -534508.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -534508.875000 Penalty: 4180.684082
	Iteration 98F: 3 clusters Score -534508.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (159404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159404 members 
Entering Unmasked Estep 
Score: -21820526.000000 Penalty: 2970.841064
	Iteration 0F: 2 clusters Score -2.182053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79673 members 
Mstep: Class 2 contains 79731 members 
Entering Unmasked Estep 
Score: -21717230.000000 Penalty: 5941.682129
	Iteration 0F: 3 clusters Score -2.171723e+07 nChanged 76500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80041 members 
Mstep: Class 2 contains 79363 members 
Entering Unmasked Estep 
Score: -21762442.000000 Penalty: 5941.682129
	Iteration 1F: 3 clusters Score -2.176244e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80205 members 
Mstep: Class 2 contains 79199 members 
Entering Unmasked Estep 
Score: -21763714.000000 Penalty: 5941.682129
	Iteration 2Q: 3 clusters Score -2.176371e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80557 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -21765228.000000 Penalty: 5941.682129
	Iteration 3Q: 3 clusters Score -2.176523e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81100 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
Score: -21767322.000000 Penalty: 5941.682129
	Iteration 4Q: 3 clusters Score -2.176732e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 77676 members 
Entering Unmasked Estep 
Score: -21769944.000000 Penalty: 5941.682129
	Iteration 5Q: 3 clusters Score -2.176994e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82531 members 
Mstep: Class 2 contains 76873 members 
Entering Unmasked Estep 
Score: -21773378.000000 Penalty: 5941.682129
	Iteration 6Q: 3 clusters Score -2.177338e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83376 members 
Mstep: Class 2 contains 76028 members 
Entering Unmasked Estep 
Score: -21778488.000000 Penalty: 5941.682129
	Iteration 7F: 3 clusters Score -2.177849e+07 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 75336 members 
Entering Unmasked Estep 
Score: -21784206.000000 Penalty: 5941.682129
	Iteration 8F: 3 clusters Score -2.178421e+07 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84477 members 
Mstep: Class 2 contains 74927 members 
Entering Unmasked Estep 
Score: -21789874.000000 Penalty: 5941.682129
	Iteration 9F: 3 clusters Score -2.178987e+07 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84788 members 
Mstep: Class 2 contains 74616 members 
Entering Unmasked Estep 
Score: -21794156.000000 Penalty: 5941.682129
	Iteration 10Q: 3 clusters Score -2.179416e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85251 members 
Mstep: Class 2 contains 74153 members 
Entering Unmasked Estep 
Score: -21796450.000000 Penalty: 5941.682129
	Iteration 11Q: 3 clusters Score -2.179645e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85871 members 
Mstep: Class 2 contains 73533 members 
Entering Unmasked Estep 
Score: -21797774.000000 Penalty: 5941.682129
	Iteration 12Q: 3 clusters Score -2.179777e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86623 members 
Mstep: Class 2 contains 72781 members 
Entering Unmasked Estep 
Score: -21798656.000000 Penalty: 5941.682129
	Iteration 13Q: 3 clusters Score -2.179866e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87452 members 
Mstep: Class 2 contains 71952 members 
Entering Unmasked Estep 
Score: -21799254.000000 Penalty: 5941.682129
	Iteration 14Q: 3 clusters Score -2.179925e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88396 members 
Mstep: Class 2 contains 71008 members 
Entering Unmasked Estep 
Score: -21799876.000000 Penalty: 5941.682129
	Iteration 15Q: 3 clusters Score -2.179988e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 70052 members 
Entering Unmasked Estep 
Score: -21800552.000000 Penalty: 5941.682129
	Iteration 16Q: 3 clusters Score -2.180055e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90353 members 
Mstep: Class 2 contains 69051 members 
Entering Unmasked Estep 
Score: -21801048.000000 Penalty: 5941.682129
	Iteration 17Q: 3 clusters Score -2.180105e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91396 members 
Mstep: Class 2 contains 68008 members 
Entering Unmasked Estep 
Score: -21801626.000000 Penalty: 5941.682129
	Iteration 18Q: 3 clusters Score -2.180163e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92478 members 
Mstep: Class 2 contains 66926 members 
Entering Unmasked Estep 
Score: -21802148.000000 Penalty: 5941.682129
	Iteration 19Q: 3 clusters Score -2.180215e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93577 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -21802430.000000 Penalty: 5941.682129
	Iteration 20F: 3 clusters Score -2.180243e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94645 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -21802736.000000 Penalty: 5941.682129
	Iteration 21Q: 3 clusters Score -2.180274e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95797 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -21802978.000000 Penalty: 5941.682129
	Iteration 22Q: 3 clusters Score -2.180298e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96981 members 
Mstep: Class 2 contains 62423 members 
Entering Unmasked Estep 
Score: -21803336.000000 Penalty: 5941.682129
	Iteration 23Q: 3 clusters Score -2.180334e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98256 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -21803640.000000 Penalty: 5941.682129
	Iteration 24Q: 3 clusters Score -2.180364e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99585 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -21803848.000000 Penalty: 5941.682129
	Iteration 25Q: 3 clusters Score -2.180385e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100934 members 
Mstep: Class 2 contains 58470 members 
Entering Unmasked Estep 
Score: -21804140.000000 Penalty: 5941.682129
	Iteration 26Q: 3 clusters Score -2.180414e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102263 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -21804432.000000 Penalty: 5941.682129
	Iteration 27Q: 3 clusters Score -2.180443e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103613 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -21804788.000000 Penalty: 5941.682129
	Iteration 28Q: 3 clusters Score -2.180479e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104985 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -21804996.000000 Penalty: 5941.682129
	Iteration 29Q: 3 clusters Score -2.1805e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106349 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -21805292.000000 Penalty: 5941.682129
	Iteration 30Q: 3 clusters Score -2.180529e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107698 members 
Mstep: Class 2 contains 51706 members 
Entering Unmasked Estep 
Score: -21805488.000000 Penalty: 5941.682129
	Iteration 31Q: 3 clusters Score -2.180549e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109123 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -21805784.000000 Penalty: 5941.682129
	Iteration 32Q: 3 clusters Score -2.180578e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110553 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -21805878.000000 Penalty: 5941.682129
	Iteration 33Q: 3 clusters Score -2.180588e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111976 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -21806182.000000 Penalty: 5941.682129
	Iteration 34Q: 3 clusters Score -2.180618e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113373 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -21806368.000000 Penalty: 5941.682129
	Iteration 35Q: 3 clusters Score -2.180637e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114805 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -21806672.000000 Penalty: 5941.682129
	Iteration 36Q: 3 clusters Score -2.180667e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116273 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -21807138.000000 Penalty: 5941.682129
	Iteration 37Q: 3 clusters Score -2.180714e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117758 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -21807416.000000 Penalty: 5941.682129
	Iteration 38Q: 3 clusters Score -2.180742e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119228 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -21807694.000000 Penalty: 5941.682129
	Iteration 39Q: 3 clusters Score -2.180769e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120697 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -21807968.000000 Penalty: 5941.682129
	Iteration 40F: 3 clusters Score -2.180797e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122102 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -21808190.000000 Penalty: 5941.682129
	Iteration 41Q: 3 clusters Score -2.180819e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123558 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -21808438.000000 Penalty: 5941.682129
	Iteration 42Q: 3 clusters Score -2.180844e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125026 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -21808650.000000 Penalty: 5941.682129
	Iteration 43Q: 3 clusters Score -2.180865e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126544 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -21808994.000000 Penalty: 5941.682129
	Iteration 44Q: 3 clusters Score -2.180899e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128083 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -21809178.000000 Penalty: 5941.682129
	Iteration 45Q: 3 clusters Score -2.180918e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129733 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -21809690.000000 Penalty: 5941.682129
	Iteration 46Q: 3 clusters Score -2.180969e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131399 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -21810178.000000 Penalty: 5941.682129
	Iteration 47Q: 3 clusters Score -2.181018e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133076 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -21810680.000000 Penalty: 5941.682129
	Iteration 48Q: 3 clusters Score -2.181068e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134771 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -21811226.000000 Penalty: 5941.682129
	Iteration 49Q: 3 clusters Score -2.181123e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136508 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -21811754.000000 Penalty: 5941.682129
	Iteration 50Q: 3 clusters Score -2.181175e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138265 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -21812342.000000 Penalty: 5941.682129
	Iteration 51Q: 3 clusters Score -2.181234e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139975 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -21812898.000000 Penalty: 5941.682129
	Iteration 52Q: 3 clusters Score -2.18129e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141687 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -21813474.000000 Penalty: 5941.682129
	Iteration 53Q: 3 clusters Score -2.181347e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143325 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -21814064.000000 Penalty: 5941.682129
	Iteration 54Q: 3 clusters Score -2.181406e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144901 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -21814564.000000 Penalty: 5941.682129
	Iteration 55Q: 3 clusters Score -2.181456e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146362 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -21815158.000000 Penalty: 5941.682129
	Iteration 56Q: 3 clusters Score -2.181516e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147669 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -21815686.000000 Penalty: 5941.682129
	Iteration 57Q: 3 clusters Score -2.181569e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148904 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -21816086.000000 Penalty: 5941.682129
	Iteration 58Q: 3 clusters Score -2.181609e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149966 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -21816462.000000 Penalty: 5941.682129
	Iteration 59Q: 3 clusters Score -2.181646e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150918 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -21816742.000000 Penalty: 5941.682129
	Iteration 60F: 3 clusters Score -2.181674e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151739 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -21817086.000000 Penalty: 5941.682129
	Iteration 61Q: 3 clusters Score -2.181709e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152480 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -21817374.000000 Penalty: 5941.682129
	Iteration 62Q: 3 clusters Score -2.181737e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153116 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -21817596.000000 Penalty: 5941.682129
	Iteration 63Q: 3 clusters Score -2.18176e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153636 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -21817858.000000 Penalty: 5941.682129
	Iteration 64Q: 3 clusters Score -2.181786e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154118 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -21818050.000000 Penalty: 5941.682129
	Iteration 65Q: 3 clusters Score -2.181805e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154526 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -21818172.000000 Penalty: 5941.682129
	Iteration 66Q: 3 clusters Score -2.181817e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154855 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -21818286.000000 Penalty: 5941.682129
	Iteration 67Q: 3 clusters Score -2.181829e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155120 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -21818308.000000 Penalty: 5941.682129
	Iteration 68Q: 3 clusters Score -2.181831e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155349 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -21818394.000000 Penalty: 5941.682129
	Iteration 69Q: 3 clusters Score -2.181839e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155542 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -21818462.000000 Penalty: 5941.682129
	Iteration 70Q: 3 clusters Score -2.181846e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -21818536.000000 Penalty: 5941.682129
	Iteration 71Q: 3 clusters Score -2.181854e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155837 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -21818574.000000 Penalty: 5941.682129
	Iteration 72Q: 3 clusters Score -2.181857e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155951 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -21818586.000000 Penalty: 5941.682129
	Iteration 73Q: 3 clusters Score -2.181859e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156059 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -21818594.000000 Penalty: 5941.682129
	Iteration 74Q: 3 clusters Score -2.181859e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156156 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -21818574.000000 Penalty: 5941.682129
	Iteration 75Q: 3 clusters Score -2.181857e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156242 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -21818602.000000 Penalty: 5941.682129
	Iteration 76Q: 3 clusters Score -2.18186e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156333 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -21818660.000000 Penalty: 5941.682129
	Iteration 77Q: 3 clusters Score -2.181866e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156399 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -21818622.000000 Penalty: 5941.682129
	Iteration 78Q: 3 clusters Score -2.181862e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156447 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -21818652.000000 Penalty: 5941.682129
	Iteration 79Q: 3 clusters Score -2.181865e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156492 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -21818646.000000 Penalty: 5941.682129
	Iteration 80F: 3 clusters Score -2.181865e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156531 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -21818640.000000 Penalty: 5941.682129
	Iteration 81Q: 3 clusters Score -2.181864e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156567 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -21818652.000000 Penalty: 5941.682129
	Iteration 82Q: 3 clusters Score -2.181865e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156601 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -21818630.000000 Penalty: 5941.682129
	Iteration 83Q: 3 clusters Score -2.181863e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156618 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -21818634.000000 Penalty: 5941.682129
	Iteration 84Q: 3 clusters Score -2.181863e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156633 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -21818638.000000 Penalty: 5941.682129
	Iteration 85Q: 3 clusters Score -2.181864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156646 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -21818656.000000 Penalty: 5941.682129
	Iteration 86Q: 3 clusters Score -2.181866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156658 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -21818650.000000 Penalty: 5941.682129
	Iteration 87Q: 3 clusters Score -2.181865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156670 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -21818648.000000 Penalty: 5941.682129
	Iteration 88Q: 3 clusters Score -2.181865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156683 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -21818656.000000 Penalty: 5941.682129
	Iteration 89Q: 3 clusters Score -2.181866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156700 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -21818648.000000 Penalty: 5941.682129
	Iteration 90Q: 3 clusters Score -2.181865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156715 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -21818630.000000 Penalty: 5941.682129
	Iteration 91Q: 3 clusters Score -2.181863e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156738 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -21818618.000000 Penalty: 5941.682129
	Iteration 92Q: 3 clusters Score -2.181862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156759 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -21818650.000000 Penalty: 5941.682129
	Iteration 93Q: 3 clusters Score -2.181865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156768 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -21818620.000000 Penalty: 5941.682129
	Iteration 94Q: 3 clusters Score -2.181862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156777 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -21818624.000000 Penalty: 5941.682129
	Iteration 95Q: 3 clusters Score -2.181862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156783 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -21818634.000000 Penalty: 5941.682129
	Iteration 96Q: 3 clusters Score -2.181863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156794 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -21818630.000000 Penalty: 5941.682129
	Iteration 97Q: 3 clusters Score -2.181863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156801 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -21818634.000000 Penalty: 5941.682129
	Iteration 98Q: 3 clusters Score -2.181863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156805 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -21818644.000000 Penalty: 5941.682129
	Iteration 99Q: 3 clusters Score -2.181864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156811 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -21818626.000000 Penalty: 5941.682129
	Iteration 100F: 3 clusters Score -2.181863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156814 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -21818638.000000 Penalty: 5941.682129
	Iteration 101Q: 3 clusters Score -2.181864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156817 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -21818640.000000 Penalty: 5941.682129
	Iteration 102Q: 3 clusters Score -2.181864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156824 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -21818628.000000 Penalty: 5941.682129
	Iteration 103Q: 3 clusters Score -2.181863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156825 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -21818614.000000 Penalty: 5941.682129
	Iteration 104Q: 3 clusters Score -2.181861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156826 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -21818638.000000 Penalty: 5941.682129
	Iteration 105Q: 3 clusters Score -2.181864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156830 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -21818632.000000 Penalty: 5941.682129
	Iteration 106Q: 3 clusters Score -2.181863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156836 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -21818634.000000 Penalty: 5941.682129
	Iteration 107Q: 3 clusters Score -2.181863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156845 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -21818630.000000 Penalty: 5941.682129
	Iteration 108Q: 3 clusters Score -2.181863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156853 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -21818634.000000 Penalty: 5941.682129
	Iteration 109Q: 3 clusters Score -2.181863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156860 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -21818632.000000 Penalty: 5941.682129
	Iteration 110Q: 3 clusters Score -2.181863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156866 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -21818642.000000 Penalty: 5941.682129
	Iteration 111Q: 3 clusters Score -2.181864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156874 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -21818636.000000 Penalty: 5941.682129
	Iteration 112Q: 3 clusters Score -2.181864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156876 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -21818634.000000 Penalty: 5941.682129
	Iteration 113Q: 3 clusters Score -2.181863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156880 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -21818640.000000 Penalty: 5941.682129
	Iteration 114Q: 3 clusters Score -2.181864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156884 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -21818652.000000 Penalty: 5941.682129
	Iteration 115Q: 3 clusters Score -2.181865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156887 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -21818648.000000 Penalty: 5941.682129
	Iteration 116Q: 3 clusters Score -2.181865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156893 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -21818642.000000 Penalty: 5941.682129
	Iteration 117Q: 3 clusters Score -2.181864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156903 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -21818666.000000 Penalty: 5941.682129
	Iteration 118Q: 3 clusters Score -2.181867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156908 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -21818660.000000 Penalty: 5941.682129
	Iteration 119Q: 3 clusters Score -2.181866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156914 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -21818660.000000 Penalty: 5941.682129
	Iteration 120F: 3 clusters Score -2.181866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156923 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -21818670.000000 Penalty: 5941.682129
	Iteration 121Q: 3 clusters Score -2.181867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156928 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -21818680.000000 Penalty: 5941.682129
	Iteration 122Q: 3 clusters Score -2.181868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156932 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -21818664.000000 Penalty: 5941.682129
	Iteration 123Q: 3 clusters Score -2.181866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156935 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -21818670.000000 Penalty: 5941.682129
	Iteration 124Q: 3 clusters Score -2.181867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -21818670.000000 Penalty: 5941.682129
	Iteration 125Q: 3 clusters Score -2.181867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156945 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -21818656.000000 Penalty: 5941.682129
	Iteration 126Q: 3 clusters Score -2.181866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156951 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -21818658.000000 Penalty: 5941.682129
	Iteration 127Q: 3 clusters Score -2.181866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156955 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -21818648.000000 Penalty: 5941.682129
	Iteration 128Q: 3 clusters Score -2.181865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156959 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -21818656.000000 Penalty: 5941.682129
	Iteration 129Q: 3 clusters Score -2.181866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156963 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -21818650.000000 Penalty: 5941.682129
	Iteration 130Q: 3 clusters Score -2.181865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156965 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -21818670.000000 Penalty: 5941.682129
	Iteration 131Q: 3 clusters Score -2.181867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156967 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -21818682.000000 Penalty: 5941.682129
	Iteration 132Q: 3 clusters Score -2.181868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156967 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -21818686.000000 Penalty: 5941.682129
	Iteration 133Q: 3 clusters Score -2.181869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156968 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -21818680.000000 Penalty: 5941.682129
	Iteration 134Q: 3 clusters Score -2.181868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156970 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -21818676.000000 Penalty: 5941.682129
	Iteration 135Q: 3 clusters Score -2.181868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156971 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -21818668.000000 Penalty: 5941.682129
	Iteration 136Q: 3 clusters Score -2.181867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156971 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -21818668.000000 Penalty: 5941.682129
	Iteration 137F: 3 clusters Score -2.181867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -526167.375000 Penalty: 2055.618896
	Iteration 0F: 2 clusters Score -526167.4 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: -522288.406250 Penalty: 4111.237793
	Iteration 0F: 3 clusters Score -522288.4 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -523169.437500 Penalty: 4111.237793
	Iteration 1F: 3 clusters Score -523169.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -523367.343750 Penalty: 4111.237793
	Iteration 2F: 3 clusters Score -523367.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -523549.375000 Penalty: 4111.237793
	Iteration 3F: 3 clusters Score -523549.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -523714.000000 Penalty: 4111.237793
	Iteration 4F: 3 clusters Score -523714 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -523860.187500 Penalty: 4111.237793
	Iteration 5Q: 3 clusters Score -523860.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -524007.906250 Penalty: 4111.237793
	Iteration 6Q: 3 clusters Score -524007.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -524126.031250 Penalty: 4111.237793
	Iteration 7Q: 3 clusters Score -524126 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -524215.750000 Penalty: 4111.237793
	Iteration 8Q: 3 clusters Score -524215.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -524281.031250 Penalty: 4111.237793
	Iteration 9Q: 3 clusters Score -524281 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -524336.562500 Penalty: 4111.237793
	Iteration 10Q: 3 clusters Score -524336.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -524382.437500 Penalty: 4111.237793
	Iteration 11Q: 3 clusters Score -524382.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -524409.125000 Penalty: 4111.237793
	Iteration 12Q: 3 clusters Score -524409.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -524423.687500 Penalty: 4111.237793
	Iteration 13Q: 3 clusters Score -524423.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -524435.187500 Penalty: 4111.237793
	Iteration 14Q: 3 clusters Score -524435.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -524446.062500 Penalty: 4111.237793
	Iteration 15Q: 3 clusters Score -524446.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -524452.312500 Penalty: 4111.237793
	Iteration 16Q: 3 clusters Score -524452.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -524455.125000 Penalty: 4111.237793
	Iteration 17Q: 3 clusters Score -524455.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -524457.625000 Penalty: 4111.237793
	Iteration 18Q: 3 clusters Score -524457.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -524457.750000 Penalty: 4111.237793
	Iteration 19Q: 3 clusters Score -524457.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -524457.750000 Penalty: 4111.237793
	Iteration 20F: 3 clusters Score -524457.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Entering Unmasked Estep 
Score: -3571209.250000 Penalty: 2525.096191
	Iteration 0F: 2 clusters Score -3571209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3552957.500000 Penalty: 5050.192383
	Iteration 0F: 3 clusters Score -3552958 nChanged 11841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -3559163.250000 Penalty: 5050.192383
	Iteration 1F: 3 clusters Score -3559163 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3559569.500000 Penalty: 5050.192383
	Iteration 2Q: 3 clusters Score -3559570 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3559913.000000 Penalty: 5050.192383
	Iteration 3Q: 3 clusters Score -3559913 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3560249.500000 Penalty: 5050.192383
	Iteration 4Q: 3 clusters Score -3560250 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -3560648.500000 Penalty: 5050.192383
	Iteration 5Q: 3 clusters Score -3560648 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3561089.250000 Penalty: 5050.192383
	Iteration 6Q: 3 clusters Score -3561089 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -3561637.250000 Penalty: 5050.192383
	Iteration 7Q: 3 clusters Score -3561637 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -3562290.750000 Penalty: 5050.192383
	Iteration 8F: 3 clusters Score -3562291 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -3563106.750000 Penalty: 5050.192383
	Iteration 9F: 3 clusters Score -3563107 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -3564062.000000 Penalty: 5050.192383
	Iteration 10F: 3 clusters Score -3564062 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3564985.750000 Penalty: 5050.192383
	Iteration 11F: 3 clusters Score -3564986 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -3565824.750000 Penalty: 5050.192383
	Iteration 12Q: 3 clusters Score -3565825 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -3566508.750000 Penalty: 5050.192383
	Iteration 13Q: 3 clusters Score -3566509 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -3567127.250000 Penalty: 5050.192383
	Iteration 14Q: 3 clusters Score -3567127 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -3567893.250000 Penalty: 5050.192383
	Iteration 15Q: 3 clusters Score -3567893 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3568635.000000 Penalty: 5050.192383
	Iteration 16Q: 3 clusters Score -3568635 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -3568895.500000 Penalty: 5050.192383
	Iteration 17Q: 3 clusters Score -3568896 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -3568975.250000 Penalty: 5050.192383
	Iteration 18Q: 3 clusters Score -3568975 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -3569027.000000 Penalty: 5050.192383
	Iteration 19Q: 3 clusters Score -3569027 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3569057.250000 Penalty: 5050.192383
	Iteration 20F: 3 clusters Score -3569057 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -3569081.000000 Penalty: 5050.192383
	Iteration 21Q: 3 clusters Score -3569081 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3569101.750000 Penalty: 5050.192383
	Iteration 22Q: 3 clusters Score -3569102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3569121.000000 Penalty: 5050.192383
	Iteration 23Q: 3 clusters Score -3569121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3569133.250000 Penalty: 5050.192383
	Iteration 24Q: 3 clusters Score -3569133 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -3569147.000000 Penalty: 5050.192383
	Iteration 25Q: 3 clusters Score -3569147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3569141.750000 Penalty: 5050.192383
	Iteration 26Q: 3 clusters Score -3569142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3569160.250000 Penalty: 5050.192383
	Iteration 27Q: 3 clusters Score -3569160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -3569165.750000 Penalty: 5050.192383
	Iteration 28Q: 3 clusters Score -3569166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3569164.750000 Penalty: 5050.192383
	Iteration 29Q: 3 clusters Score -3569165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3569168.500000 Penalty: 5050.192383
	Iteration 30Q: 3 clusters Score -3569168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -3569166.250000 Penalty: 5050.192383
	Iteration 31Q: 3 clusters Score -3569166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -3569172.000000 Penalty: 5050.192383
	Iteration 32Q: 3 clusters Score -3569172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -3569172.500000 Penalty: 5050.192383
	Iteration 33Q: 3 clusters Score -3569172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -3569174.750000 Penalty: 5050.192383
	Iteration 34Q: 3 clusters Score -3569175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -3569175.000000 Penalty: 5050.192383
	Iteration 35Q: 3 clusters Score -3569175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -3569169.750000 Penalty: 5050.192383
	Iteration 36Q: 3 clusters Score -3569170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3569166.000000 Penalty: 5050.192383
	Iteration 37Q: 3 clusters Score -3569166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3569166.000000 Penalty: 5050.192383
	Iteration 38F: 3 clusters Score -3569166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -2853643.000000 Penalty: 2482.804688
	Iteration 0F: 2 clusters Score -2853643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2838220.500000 Penalty: 4965.609375
	Iteration 0F: 3 clusters Score -2838220 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2843756.000000 Penalty: 4965.609375
	Iteration 1F: 3 clusters Score -2843756 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2844465.250000 Penalty: 4965.609375
	Iteration 2F: 3 clusters Score -2844465 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2845295.750000 Penalty: 4965.609375
	Iteration 3F: 3 clusters Score -2845296 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2846251.750000 Penalty: 4965.609375
	Iteration 4F: 3 clusters Score -2846252 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2847252.000000 Penalty: 4965.609375
	Iteration 5F: 3 clusters Score -2847252 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2848281.500000 Penalty: 4965.609375
	Iteration 6F: 3 clusters Score -2848282 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2849271.500000 Penalty: 4965.609375
	Iteration 7F: 3 clusters Score -2849272 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2850219.750000 Penalty: 4965.609375
	Iteration 8F: 3 clusters Score -2850220 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2850884.250000 Penalty: 4965.609375
	Iteration 9Q: 3 clusters Score -2850884 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2851317.500000 Penalty: 4965.609375
	Iteration 10Q: 3 clusters Score -2851318 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2851647.250000 Penalty: 4965.609375
	Iteration 11Q: 3 clusters Score -2851647 nChanged 526
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: -2851871.750000 Penalty: 4965.609375
	Iteration 12Q: 3 clusters Score -2851872 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2852006.000000 Penalty: 4965.609375
	Iteration 13Q: 3 clusters Score -2852006 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2852108.000000 Penalty: 4965.609375
	Iteration 14Q: 3 clusters Score -2852108 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2852194.500000 Penalty: 4965.609375
	Iteration 15Q: 3 clusters Score -2852194 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2852246.250000 Penalty: 4965.609375
	Iteration 16Q: 3 clusters Score -2852246 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2852304.500000 Penalty: 4965.609375
	Iteration 17Q: 3 clusters Score -2852304 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2852368.250000 Penalty: 4965.609375
	Iteration 18Q: 3 clusters Score -2852368 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2852409.500000 Penalty: 4965.609375
	Iteration 19Q: 3 clusters Score -2852410 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2852447.500000 Penalty: 4965.609375
	Iteration 20F: 3 clusters Score -2852448 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2852475.250000 Penalty: 4965.609375
	Iteration 21Q: 3 clusters Score -2852475 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2852476.500000 Penalty: 4965.609375
	Iteration 22Q: 3 clusters Score -2852476 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2852492.250000 Penalty: 4965.609375
	Iteration 23Q: 3 clusters Score -2852492 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2852500.250000 Penalty: 4965.609375
	Iteration 24Q: 3 clusters Score -2852500 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2852509.250000 Penalty: 4965.609375
	Iteration 25Q: 3 clusters Score -2852509 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2852515.500000 Penalty: 4965.609375
	Iteration 26Q: 3 clusters Score -2852516 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2852533.750000 Penalty: 4965.609375
	Iteration 27Q: 3 clusters Score -2852534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2852539.750000 Penalty: 4965.609375
	Iteration 28Q: 3 clusters Score -2852540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2852551.250000 Penalty: 4965.609375
	Iteration 29Q: 3 clusters Score -2852551 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2852565.500000 Penalty: 4965.609375
	Iteration 30Q: 3 clusters Score -2852566 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2852572.750000 Penalty: 4965.609375
	Iteration 31Q: 3 clusters Score -2852573 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2852570.250000 Penalty: 4965.609375
	Iteration 32Q: 3 clusters Score -2852570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2852577.250000 Penalty: 4965.609375
	Iteration 33Q: 3 clusters Score -2852577 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2852586.000000 Penalty: 4965.609375
	Iteration 34Q: 3 clusters Score -2852586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2852590.250000 Penalty: 4965.609375
	Iteration 35Q: 3 clusters Score -2852590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2852590.750000 Penalty: 4965.609375
	Iteration 36Q: 3 clusters Score -2852591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2852590.000000 Penalty: 4965.609375
	Iteration 37Q: 3 clusters Score -2852590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2852596.250000 Penalty: 4965.609375
	Iteration 38Q: 3 clusters Score -2852596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2852603.750000 Penalty: 4965.609375
	Iteration 39Q: 3 clusters Score -2852604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2852608.250000 Penalty: 4965.609375
	Iteration 40F: 3 clusters Score -2852608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2852612.000000 Penalty: 4965.609375
	Iteration 41Q: 3 clusters Score -2852612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2852614.750000 Penalty: 4965.609375
	Iteration 42Q: 3 clusters Score -2852615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2852614.000000 Penalty: 4965.609375
	Iteration 43Q: 3 clusters Score -2852614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2852616.000000 Penalty: 4965.609375
	Iteration 44Q: 3 clusters Score -2852616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2852617.250000 Penalty: 4965.609375
	Iteration 45Q: 3 clusters Score -2852617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2852620.500000 Penalty: 4965.609375
	Iteration 46Q: 3 clusters Score -2852620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2852622.500000 Penalty: 4965.609375
	Iteration 47Q: 3 clusters Score -2852622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2852626.250000 Penalty: 4965.609375
	Iteration 48Q: 3 clusters Score -2852626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2852623.250000 Penalty: 4965.609375
	Iteration 49Q: 3 clusters Score -2852623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2852623.500000 Penalty: 4965.609375
	Iteration 50Q: 3 clusters Score -2852624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2852623.000000 Penalty: 4965.609375
	Iteration 51Q: 3 clusters Score -2852623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2852624.750000 Penalty: 4965.609375
	Iteration 52Q: 3 clusters Score -2852625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2852628.750000 Penalty: 4965.609375
	Iteration 53Q: 3 clusters Score -2852629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2852624.000000 Penalty: 4965.609375
	Iteration 54Q: 3 clusters Score -2852624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2852627.000000 Penalty: 4965.609375
	Iteration 55Q: 3 clusters Score -2852627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2852629.750000 Penalty: 4965.609375
	Iteration 56Q: 3 clusters Score -2852630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2852627.750000 Penalty: 4965.609375
	Iteration 57Q: 3 clusters Score -2852628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2852632.000000 Penalty: 4965.609375
	Iteration 58Q: 3 clusters Score -2852632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2852627.250000 Penalty: 4965.609375
	Iteration 59Q: 3 clusters Score -2852627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2852629.250000 Penalty: 4965.609375
	Iteration 60F: 3 clusters Score -2852629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2852629.000000 Penalty: 4965.609375
	Iteration 61Q: 3 clusters Score -2852629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2852634.500000 Penalty: 4965.609375
	Iteration 62Q: 3 clusters Score -2852634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2852629.250000 Penalty: 4965.609375
	Iteration 63Q: 3 clusters Score -2852629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2852629.250000 Penalty: 4965.609375
	Iteration 64Q: 3 clusters Score -2852629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2852629.250000 Penalty: 4965.609375
	Iteration 65Q: 3 clusters Score -2852629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2852627.000000 Penalty: 4965.609375
	Iteration 66Q: 3 clusters Score -2852627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2852625.000000 Penalty: 4965.609375
	Iteration 67Q: 3 clusters Score -2852625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2852620.250000 Penalty: 4965.609375
	Iteration 68Q: 3 clusters Score -2852620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2852624.250000 Penalty: 4965.609375
	Iteration 69Q: 3 clusters Score -2852624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2852622.000000 Penalty: 4965.609375
	Iteration 70Q: 3 clusters Score -2852622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2852622.500000 Penalty: 4965.609375
	Iteration 71Q: 3 clusters Score -2852622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2852623.500000 Penalty: 4965.609375
	Iteration 72Q: 3 clusters Score -2852624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2852627.500000 Penalty: 4965.609375
	Iteration 73Q: 3 clusters Score -2852628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2852627.500000 Penalty: 4965.609375
	Iteration 74F: 3 clusters Score -2852628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (164953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164953 members 
Entering Unmasked Estep 
Score: -22555592.000000 Penalty: 2979.327148
	Iteration 0F: 2 clusters Score -2.255559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82241 members 
Mstep: Class 2 contains 82712 members 
Entering Unmasked Estep 
Score: -22444814.000000 Penalty: 5958.654297
	Iteration 0F: 3 clusters Score -2.244481e+07 nChanged 78938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 85776 members 
Entering Unmasked Estep 
Score: -22490494.000000 Penalty: 5958.654297
	Iteration 1F: 3 clusters Score -2.249049e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77386 members 
Mstep: Class 2 contains 87567 members 
Entering Unmasked Estep 
Score: -22491538.000000 Penalty: 5958.654297
	Iteration 2Q: 3 clusters Score -2.249154e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74562 members 
Mstep: Class 2 contains 90391 members 
Entering Unmasked Estep 
Score: -22492814.000000 Penalty: 5958.654297
	Iteration 3Q: 3 clusters Score -2.249281e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 94742 members 
Entering Unmasked Estep 
Score: -22494814.000000 Penalty: 5958.654297
	Iteration 4Q: 3 clusters Score -2.249481e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 101351 members 
Entering Unmasked Estep 
Score: -22498230.000000 Penalty: 5958.654297
	Iteration 5Q: 3 clusters Score -2.249823e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 110860 members 
Entering Unmasked Estep 
Score: -22504518.000000 Penalty: 5958.654297
	Iteration 6F: 3 clusters Score -2.250452e+07 nChanged 12828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 123348 members 
Entering Unmasked Estep 
Score: -22514306.000000 Penalty: 5958.654297
	Iteration 7F: 3 clusters Score -2.251431e+07 nChanged 13977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 137195 members 
Entering Unmasked Estep 
Score: -22526896.000000 Penalty: 5958.654297
	Iteration 8F: 3 clusters Score -2.25269e+07 nChanged 11990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 149163 members 
Entering Unmasked Estep 
Score: -22539002.000000 Penalty: 5958.654297
	Iteration 9F: 3 clusters Score -2.2539e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 156759 members 
Entering Unmasked Estep 
Score: -22546218.000000 Penalty: 5958.654297
	Iteration 10Q: 3 clusters Score -2.254622e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 160631 members 
Entering Unmasked Estep 
Score: -22549866.000000 Penalty: 5958.654297
	Iteration 11Q: 3 clusters Score -2.254987e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 162391 members 
Entering Unmasked Estep 
Score: -22551538.000000 Penalty: 5958.654297
	Iteration 12Q: 3 clusters Score -2.255154e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 163217 members 
Entering Unmasked Estep 
Score: -22552218.000000 Penalty: 5958.654297
	Iteration 13Q: 3 clusters Score -2.255222e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 163642 members 
Entering Unmasked Estep 
Score: -22552592.000000 Penalty: 5958.654297
	Iteration 14Q: 3 clusters Score -2.255259e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 163888 members 
Entering Unmasked Estep 
Score: -22552754.000000 Penalty: 5958.654297
	Iteration 15Q: 3 clusters Score -2.255275e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 164030 members 
Entering Unmasked Estep 
Score: -22552916.000000 Penalty: 5958.654297
	Iteration 16Q: 3 clusters Score -2.255292e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 164116 members 
Entering Unmasked Estep 
Score: -22552980.000000 Penalty: 5958.654297
	Iteration 17Q: 3 clusters Score -2.255298e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 164182 members 
Entering Unmasked Estep 
Score: -22553068.000000 Penalty: 5958.654297
	Iteration 18Q: 3 clusters Score -2.255307e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 164218 members 
Entering Unmasked Estep 
Score: -22553100.000000 Penalty: 5958.654297
	Iteration 19Q: 3 clusters Score -2.25531e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 164251 members 
Entering Unmasked Estep 
Score: -22553138.000000 Penalty: 5958.654297
	Iteration 20F: 3 clusters Score -2.255314e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 164268 members 
Entering Unmasked Estep 
Score: -22553154.000000 Penalty: 5958.654297
	Iteration 21Q: 3 clusters Score -2.255315e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 164282 members 
Entering Unmasked Estep 
Score: -22553168.000000 Penalty: 5958.654297
	Iteration 22Q: 3 clusters Score -2.255317e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 164288 members 
Entering Unmasked Estep 
Score: -22553180.000000 Penalty: 5958.654297
	Iteration 23Q: 3 clusters Score -2.255318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 164293 members 
Entering Unmasked Estep 
Score: -22553186.000000 Penalty: 5958.654297
	Iteration 24Q: 3 clusters Score -2.255319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 164300 members 
Entering Unmasked Estep 
Score: -22553186.000000 Penalty: 5958.654297
	Iteration 25Q: 3 clusters Score -2.255319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 164305 members 
Entering Unmasked Estep 
Score: -22553202.000000 Penalty: 5958.654297
	Iteration 26Q: 3 clusters Score -2.25532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 164311 members 
Entering Unmasked Estep 
Score: -22553186.000000 Penalty: 5958.654297
	Iteration 27Q: 3 clusters Score -2.255319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 164312 members 
Entering Unmasked Estep 
Score: -22553200.000000 Penalty: 5958.654297
	Iteration 28Q: 3 clusters Score -2.25532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 164315 members 
Entering Unmasked Estep 
Score: -22553188.000000 Penalty: 5958.654297
	Iteration 29Q: 3 clusters Score -2.255319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 164319 members 
Entering Unmasked Estep 
Score: -22553192.000000 Penalty: 5958.654297
	Iteration 30Q: 3 clusters Score -2.255319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 164318 members 
Entering Unmasked Estep 
Score: -22553180.000000 Penalty: 5958.654297
	Iteration 31Q: 3 clusters Score -2.255318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 164317 members 
Entering Unmasked Estep 
Score: -22553192.000000 Penalty: 5958.654297
	Iteration 32Q: 3 clusters Score -2.255319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 164316 members 
Entering Unmasked Estep 
Score: -22553186.000000 Penalty: 5958.654297
	Iteration 33Q: 3 clusters Score -2.255319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 164317 members 
Entering Unmasked Estep 
Score: -22553190.000000 Penalty: 5958.654297
	Iteration 34Q: 3 clusters Score -2.255319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 164318 members 
Entering Unmasked Estep 
Score: -22553178.000000 Penalty: 5958.654297
	Iteration 35Q: 3 clusters Score -2.255318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 164318 members 
Entering Unmasked Estep 
Score: -22553178.000000 Penalty: 5958.654297
	Iteration 36F: 3 clusters Score -2.255318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -2955590.500000 Penalty: 2477.323242
	Iteration 0F: 2 clusters Score -2955590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2940375.000000 Penalty: 4954.646484
	Iteration 0F: 3 clusters Score -2940375 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2945764.500000 Penalty: 4954.646484
	Iteration 1F: 3 clusters Score -2945764 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2946554.000000 Penalty: 4954.646484
	Iteration 2F: 3 clusters Score -2946554 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2947421.750000 Penalty: 4954.646484
	Iteration 3F: 3 clusters Score -2947422 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2948324.750000 Penalty: 4954.646484
	Iteration 4F: 3 clusters Score -2948325 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2949195.750000 Penalty: 4954.646484
	Iteration 5F: 3 clusters Score -2949196 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2950070.250000 Penalty: 4954.646484
	Iteration 6F: 3 clusters Score -2950070 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2950958.250000 Penalty: 4954.646484
	Iteration 7F: 3 clusters Score -2950958 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2951782.000000 Penalty: 4954.646484
	Iteration 8F: 3 clusters Score -2951782 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2952523.250000 Penalty: 4954.646484
	Iteration 9Q: 3 clusters Score -2952523 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2953100.250000 Penalty: 4954.646484
	Iteration 10Q: 3 clusters Score -2953100 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2953479.500000 Penalty: 4954.646484
	Iteration 11Q: 3 clusters Score -2953480 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2953710.750000 Penalty: 4954.646484
	Iteration 12Q: 3 clusters Score -2953711 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2953867.500000 Penalty: 4954.646484
	Iteration 13Q: 3 clusters Score -2953868 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2953980.500000 Penalty: 4954.646484
	Iteration 14Q: 3 clusters Score -2953980 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2954081.250000 Penalty: 4954.646484
	Iteration 15Q: 3 clusters Score -2954081 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2954173.250000 Penalty: 4954.646484
	Iteration 16Q: 3 clusters Score -2954173 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2954240.750000 Penalty: 4954.646484
	Iteration 17Q: 3 clusters Score -2954241 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2954320.750000 Penalty: 4954.646484
	Iteration 18Q: 3 clusters Score -2954321 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2954399.500000 Penalty: 4954.646484
	Iteration 19Q: 3 clusters Score -2954400 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2954472.500000 Penalty: 4954.646484
	Iteration 20F: 3 clusters Score -2954472 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2954526.250000 Penalty: 4954.646484
	Iteration 21Q: 3 clusters Score -2954526 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2954593.250000 Penalty: 4954.646484
	Iteration 22Q: 3 clusters Score -2954593 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2954656.500000 Penalty: 4954.646484
	Iteration 23Q: 3 clusters Score -2954656 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2954728.750000 Penalty: 4954.646484
	Iteration 24Q: 3 clusters Score -2954729 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2954771.250000 Penalty: 4954.646484
	Iteration 25Q: 3 clusters Score -2954771 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2954810.500000 Penalty: 4954.646484
	Iteration 26Q: 3 clusters Score -2954810 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2954837.500000 Penalty: 4954.646484
	Iteration 27Q: 3 clusters Score -2954838 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2954846.000000 Penalty: 4954.646484
	Iteration 28Q: 3 clusters Score -2954846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2954865.000000 Penalty: 4954.646484
	Iteration 29Q: 3 clusters Score -2954865 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2954882.000000 Penalty: 4954.646484
	Iteration 30Q: 3 clusters Score -2954882 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2954901.000000 Penalty: 4954.646484
	Iteration 31Q: 3 clusters Score -2954901 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2954934.500000 Penalty: 4954.646484
	Iteration 32Q: 3 clusters Score -2954934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2954950.000000 Penalty: 4954.646484
	Iteration 33Q: 3 clusters Score -2954950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2954973.750000 Penalty: 4954.646484
	Iteration 34Q: 3 clusters Score -2954974 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2955005.750000 Penalty: 4954.646484
	Iteration 35Q: 3 clusters Score -2955006 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2955031.750000 Penalty: 4954.646484
	Iteration 36Q: 3 clusters Score -2955032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2955070.500000 Penalty: 4954.646484
	Iteration 37Q: 3 clusters Score -2955070 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2955122.250000 Penalty: 4954.646484
	Iteration 38Q: 3 clusters Score -2955122 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2955209.500000 Penalty: 4954.646484
	Iteration 39Q: 3 clusters Score -2955210 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2955292.250000 Penalty: 4954.646484
	Iteration 40F: 3 clusters Score -2955292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2955332.250000 Penalty: 4954.646484
	Iteration 41Q: 3 clusters Score -2955332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2955350.750000 Penalty: 4954.646484
	Iteration 42Q: 3 clusters Score -2955351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2955353.750000 Penalty: 4954.646484
	Iteration 43Q: 3 clusters Score -2955354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2955354.500000 Penalty: 4954.646484
	Iteration 44Q: 3 clusters Score -2955354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2955362.000000 Penalty: 4954.646484
	Iteration 45Q: 3 clusters Score -2955362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2955361.500000 Penalty: 4954.646484
	Iteration 46Q: 3 clusters Score -2955362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2955361.500000 Penalty: 4954.646484
	Iteration 47F: 3 clusters Score -2955362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -54893.656250 Penalty: 1559.849487
	Iteration 0F: 2 clusters Score -54893.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53455.699219 Penalty: 3119.698975
	Iteration 0F: 3 clusters Score -53455.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53908.285156 Penalty: 3119.698975
	Iteration 1F: 3 clusters Score -53908.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54002.925781 Penalty: 3119.698975
	Iteration 2F: 3 clusters Score -54002.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54045.917969 Penalty: 3119.698975
	Iteration 3Q: 3 clusters Score -54045.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54056.144531 Penalty: 3119.698975
	Iteration 4Q: 3 clusters Score -54056.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -54069.863281 Penalty: 3119.698975
	Iteration 5Q: 3 clusters Score -54069.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54071.363281 Penalty: 3119.698975
	Iteration 6Q: 3 clusters Score -54071.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54072.402344 Penalty: 3119.698975
	Iteration 7Q: 3 clusters Score -54072.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54073.625000 Penalty: 3119.698975
	Iteration 8Q: 3 clusters Score -54073.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54074.597656 Penalty: 3119.698975
	Iteration 9Q: 3 clusters Score -54074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54081.308594 Penalty: 3119.698975
	Iteration 10Q: 3 clusters Score -54081.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54082.230469 Penalty: 3119.698975
	Iteration 11Q: 3 clusters Score -54082.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54082.230469 Penalty: 3119.698975
	Iteration 12F: 3 clusters Score -54082.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Entering Unmasked Estep 
Score: -824265.125000 Penalty: 2178.206299
	Iteration 0F: 2 clusters Score -824265.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -818788.500000 Penalty: 4356.412598
	Iteration 0F: 3 clusters Score -818788.5 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -820241.437500 Penalty: 4356.412598
	Iteration 1F: 3 clusters Score -820241.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -820552.312500 Penalty: 4356.412598
	Iteration 2F: 3 clusters Score -820552.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -820827.437500 Penalty: 4356.412598
	Iteration 3F: 3 clusters Score -820827.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -821119.812500 Penalty: 4356.412598
	Iteration 4F: 3 clusters Score -821119.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -821396.562500 Penalty: 4356.412598
	Iteration 5F: 3 clusters Score -821396.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -821716.562500 Penalty: 4356.412598
	Iteration 6F: 3 clusters Score -821716.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -821973.750000 Penalty: 4356.412598
	Iteration 7F: 3 clusters Score -821973.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -822174.562500 Penalty: 4356.412598
	Iteration 8Q: 3 clusters Score -822174.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -822336.625000 Penalty: 4356.412598
	Iteration 9Q: 3 clusters Score -822336.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -822466.250000 Penalty: 4356.412598
	Iteration 10Q: 3 clusters Score -822466.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -822556.187500 Penalty: 4356.412598
	Iteration 11Q: 3 clusters Score -822556.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -822618.250000 Penalty: 4356.412598
	Iteration 12Q: 3 clusters Score -822618.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -822648.000000 Penalty: 4356.412598
	Iteration 13Q: 3 clusters Score -822648 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -822670.375000 Penalty: 4356.412598
	Iteration 14Q: 3 clusters Score -822670.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -822684.875000 Penalty: 4356.412598
	Iteration 15Q: 3 clusters Score -822684.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -822692.000000 Penalty: 4356.412598
	Iteration 16Q: 3 clusters Score -822692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -822695.062500 Penalty: 4356.412598
	Iteration 17Q: 3 clusters Score -822695.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -822698.250000 Penalty: 4356.412598
	Iteration 18Q: 3 clusters Score -822698.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -822702.000000 Penalty: 4356.412598
	Iteration 19Q: 3 clusters Score -822702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -822703.312500 Penalty: 4356.412598
	Iteration 20F: 3 clusters Score -822703.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -822706.000000 Penalty: 4356.412598
	Iteration 21Q: 3 clusters Score -822706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -822706.812500 Penalty: 4356.412598
	Iteration 22Q: 3 clusters Score -822706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -822705.625000 Penalty: 4356.412598
	Iteration 23Q: 3 clusters Score -822705.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -822708.000000 Penalty: 4356.412598
	Iteration 24Q: 3 clusters Score -822708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -822709.000000 Penalty: 4356.412598
	Iteration 25Q: 3 clusters Score -822709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -822708.750000 Penalty: 4356.412598
	Iteration 26Q: 3 clusters Score -822708.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -822708.750000 Penalty: 4356.412598
	Iteration 27F: 3 clusters Score -822708.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (64431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Entering Unmasked Estep 
Score: -8700369.000000 Penalty: 2746.190674
	Iteration 0F: 2 clusters Score -8700369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -8657143.000000 Penalty: 5492.381348
	Iteration 0F: 3 clusters Score -8657143 nChanged 29935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -8673945.000000 Penalty: 5492.381348
	Iteration 1F: 3 clusters Score -8673945 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -8674805.000000 Penalty: 5492.381348
	Iteration 2Q: 3 clusters Score -8674805 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -8675829.000000 Penalty: 5492.381348
	Iteration 3Q: 3 clusters Score -8675829 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -8677201.000000 Penalty: 5492.381348
	Iteration 4Q: 3 clusters Score -8677201 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -8678941.000000 Penalty: 5492.381348
	Iteration 5F: 3 clusters Score -8678941 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -8681023.000000 Penalty: 5492.381348
	Iteration 6F: 3 clusters Score -8681023 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -8683040.000000 Penalty: 5492.381348
	Iteration 7F: 3 clusters Score -8683040 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -8684912.000000 Penalty: 5492.381348
	Iteration 8F: 3 clusters Score -8684912 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -8686719.000000 Penalty: 5492.381348
	Iteration 9Q: 3 clusters Score -8686719 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -8688585.000000 Penalty: 5492.381348
	Iteration 10Q: 3 clusters Score -8688585 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -8690643.000000 Penalty: 5492.381348
	Iteration 11Q: 3 clusters Score -8690643 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -8692873.000000 Penalty: 5492.381348
	Iteration 12Q: 3 clusters Score -8692873 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -8694924.000000 Penalty: 5492.381348
	Iteration 13Q: 3 clusters Score -8694924 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -8696563.000000 Penalty: 5492.381348
	Iteration 14Q: 3 clusters Score -8696563 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -8697653.000000 Penalty: 5492.381348
	Iteration 15Q: 3 clusters Score -8697653 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -8698236.000000 Penalty: 5492.381348
	Iteration 16Q: 3 clusters Score -8698236 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -8698564.000000 Penalty: 5492.381348
	Iteration 17Q: 3 clusters Score -8698564 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -8698781.000000 Penalty: 5492.381348
	Iteration 18Q: 3 clusters Score -8698781 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -8698881.000000 Penalty: 5492.381348
	Iteration 19Q: 3 clusters Score -8698881 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -8698943.000000 Penalty: 5492.381348
	Iteration 20F: 3 clusters Score -8698943 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -8698985.000000 Penalty: 5492.381348
	Iteration 21Q: 3 clusters Score -8698985 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -8699019.000000 Penalty: 5492.381348
	Iteration 22Q: 3 clusters Score -8699019 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -8699019.000000 Penalty: 5492.381348
	Iteration 23Q: 3 clusters Score -8699019 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -8699035.000000 Penalty: 5492.381348
	Iteration 24Q: 3 clusters Score -8699035 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -8699058.000000 Penalty: 5492.381348
	Iteration 25Q: 3 clusters Score -8699058 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -8699070.000000 Penalty: 5492.381348
	Iteration 26Q: 3 clusters Score -8699070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -8699072.000000 Penalty: 5492.381348
	Iteration 27Q: 3 clusters Score -8699072 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -8699073.000000 Penalty: 5492.381348
	Iteration 28Q: 3 clusters Score -8699073 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -8699071.000000 Penalty: 5492.381348
	Iteration 29Q: 3 clusters Score -8699071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -8699072.000000 Penalty: 5492.381348
	Iteration 30Q: 3 clusters Score -8699072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -8699063.000000 Penalty: 5492.381348
	Iteration 31Q: 3 clusters Score -8699063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -8699073.000000 Penalty: 5492.381348
	Iteration 32Q: 3 clusters Score -8699073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -8699085.000000 Penalty: 5492.381348
	Iteration 33Q: 3 clusters Score -8699085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -8699085.000000 Penalty: 5492.381348
	Iteration 34Q: 3 clusters Score -8699085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -8699082.000000 Penalty: 5492.381348
	Iteration 35Q: 3 clusters Score -8699082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -8699081.000000 Penalty: 5492.381348
	Iteration 36Q: 3 clusters Score -8699081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -8699082.000000 Penalty: 5492.381348
	Iteration 37Q: 3 clusters Score -8699082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -8699092.000000 Penalty: 5492.381348
	Iteration 38Q: 3 clusters Score -8699092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -8699102.000000 Penalty: 5492.381348
	Iteration 39Q: 3 clusters Score -8699102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -8699096.000000 Penalty: 5492.381348
	Iteration 40F: 3 clusters Score -8699096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -8699098.000000 Penalty: 5492.381348
	Iteration 41Q: 3 clusters Score -8699098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -8699100.000000 Penalty: 5492.381348
	Iteration 42Q: 3 clusters Score -8699100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -8699087.000000 Penalty: 5492.381348
	Iteration 43Q: 3 clusters Score -8699087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -8699090.000000 Penalty: 5492.381348
	Iteration 44Q: 3 clusters Score -8699090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -8699091.000000 Penalty: 5492.381348
	Iteration 45Q: 3 clusters Score -8699091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -8699089.000000 Penalty: 5492.381348
	Iteration 46Q: 3 clusters Score -8699089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -8699084.000000 Penalty: 5492.381348
	Iteration 47Q: 3 clusters Score -8699084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -8699091.000000 Penalty: 5492.381348
	Iteration 48Q: 3 clusters Score -8699091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -8699090.000000 Penalty: 5492.381348
	Iteration 49Q: 3 clusters Score -8699090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -8699087.000000 Penalty: 5492.381348
	Iteration 50Q: 3 clusters Score -8699087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -8699087.000000 Penalty: 5492.381348
	Iteration 51Q: 3 clusters Score -8699087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -8699090.000000 Penalty: 5492.381348
	Iteration 52Q: 3 clusters Score -8699090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -8699092.000000 Penalty: 5492.381348
	Iteration 53Q: 3 clusters Score -8699092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -8699092.000000 Penalty: 5492.381348
	Iteration 54Q: 3 clusters Score -8699092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -8699092.000000 Penalty: 5492.381348
	Iteration 55Q: 3 clusters Score -8699092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -8699092.000000 Penalty: 5492.381348
	Iteration 56F: 3 clusters Score -8699092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Entering Unmasked Estep 
Score: -5176379.500000 Penalty: 2609.961182
	Iteration 0F: 2 clusters Score -5176380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -5151264.000000 Penalty: 5219.922363
	Iteration 0F: 3 clusters Score -5151264 nChanged 16878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -5160405.000000 Penalty: 5219.922363
	Iteration 1F: 3 clusters Score -5160405 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -5161157.500000 Penalty: 5219.922363
	Iteration 2F: 3 clusters Score -5161158 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -5162075.000000 Penalty: 5219.922363
	Iteration 3F: 3 clusters Score -5162075 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -5163276.500000 Penalty: 5219.922363
	Iteration 4F: 3 clusters Score -5163276 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -5164773.500000 Penalty: 5219.922363
	Iteration 5F: 3 clusters Score -5164774 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -5166427.000000 Penalty: 5219.922363
	Iteration 6F: 3 clusters Score -5166427 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -5168071.500000 Penalty: 5219.922363
	Iteration 7F: 3 clusters Score -5168072 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -5169324.500000 Penalty: 5219.922363
	Iteration 8F: 3 clusters Score -5169324 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -5170356.000000 Penalty: 5219.922363
	Iteration 9Q: 3 clusters Score -5170356 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -5171171.000000 Penalty: 5219.922363
	Iteration 10Q: 3 clusters Score -5171171 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -5171758.500000 Penalty: 5219.922363
	Iteration 11Q: 3 clusters Score -5171758 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -5172279.500000 Penalty: 5219.922363
	Iteration 12Q: 3 clusters Score -5172280 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -5172691.000000 Penalty: 5219.922363
	Iteration 13Q: 3 clusters Score -5172691 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -5173022.000000 Penalty: 5219.922363
	Iteration 14Q: 3 clusters Score -5173022 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -5173265.500000 Penalty: 5219.922363
	Iteration 15Q: 3 clusters Score -5173266 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -5173465.500000 Penalty: 5219.922363
	Iteration 16Q: 3 clusters Score -5173466 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -5173575.500000 Penalty: 5219.922363
	Iteration 17Q: 3 clusters Score -5173576 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -5173691.500000 Penalty: 5219.922363
	Iteration 18Q: 3 clusters Score -5173692 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -5173805.500000 Penalty: 5219.922363
	Iteration 19Q: 3 clusters Score -5173806 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -5173870.000000 Penalty: 5219.922363
	Iteration 20F: 3 clusters Score -5173870 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -5173929.000000 Penalty: 5219.922363
	Iteration 21Q: 3 clusters Score -5173929 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -5173983.000000 Penalty: 5219.922363
	Iteration 22Q: 3 clusters Score -5173983 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -5174015.000000 Penalty: 5219.922363
	Iteration 23Q: 3 clusters Score -5174015 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -5174047.000000 Penalty: 5219.922363
	Iteration 24Q: 3 clusters Score -5174047 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -5174087.000000 Penalty: 5219.922363
	Iteration 25Q: 3 clusters Score -5174087 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -5174099.500000 Penalty: 5219.922363
	Iteration 26Q: 3 clusters Score -5174100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -5174112.500000 Penalty: 5219.922363
	Iteration 27Q: 3 clusters Score -5174112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -5174117.000000 Penalty: 5219.922363
	Iteration 28Q: 3 clusters Score -5174117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -5174145.000000 Penalty: 5219.922363
	Iteration 29Q: 3 clusters Score -5174145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -5174146.500000 Penalty: 5219.922363
	Iteration 30Q: 3 clusters Score -5174146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -5174149.500000 Penalty: 5219.922363
	Iteration 31Q: 3 clusters Score -5174150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -5174153.000000 Penalty: 5219.922363
	Iteration 32Q: 3 clusters Score -5174153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -5174166.500000 Penalty: 5219.922363
	Iteration 33Q: 3 clusters Score -5174166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -5174173.000000 Penalty: 5219.922363
	Iteration 34Q: 3 clusters Score -5174173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -5174178.500000 Penalty: 5219.922363
	Iteration 35Q: 3 clusters Score -5174178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -5174176.500000 Penalty: 5219.922363
	Iteration 36Q: 3 clusters Score -5174176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -5174187.000000 Penalty: 5219.922363
	Iteration 37Q: 3 clusters Score -5174187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -5174183.000000 Penalty: 5219.922363
	Iteration 38Q: 3 clusters Score -5174183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -5174180.000000 Penalty: 5219.922363
	Iteration 39Q: 3 clusters Score -5174180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -5174183.000000 Penalty: 5219.922363
	Iteration 40F: 3 clusters Score -5174183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -5174182.000000 Penalty: 5219.922363
	Iteration 41Q: 3 clusters Score -5174182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -5174185.000000 Penalty: 5219.922363
	Iteration 42Q: 3 clusters Score -5174185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -5174185.500000 Penalty: 5219.922363
	Iteration 43Q: 3 clusters Score -5174186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -5174185.500000 Penalty: 5219.922363
	Iteration 44F: 3 clusters Score -5174186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Entering Unmasked Estep 
Score: -1576794.000000 Penalty: 2321.250244
	Iteration 0F: 2 clusters Score -1576794 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 5774 members 
Entering Unmasked Estep 
Score: -1568131.500000 Penalty: 4642.500488
	Iteration 0F: 3 clusters Score -1568132 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1570805.625000 Penalty: 4642.500488
	Iteration 1F: 3 clusters Score -1570806 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1571238.250000 Penalty: 4642.500488
	Iteration 2F: 3 clusters Score -1571238 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1571618.750000 Penalty: 4642.500488
	Iteration 3F: 3 clusters Score -1571619 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1571981.875000 Penalty: 4642.500488
	Iteration 4F: 3 clusters Score -1571982 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1572356.750000 Penalty: 4642.500488
	Iteration 5F: 3 clusters Score -1572357 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1572776.125000 Penalty: 4642.500488
	Iteration 6F: 3 clusters Score -1572776 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1573217.500000 Penalty: 4642.500488
	Iteration 7F: 3 clusters Score -1573218 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1573673.000000 Penalty: 4642.500488
	Iteration 8F: 3 clusters Score -1573673 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1574052.125000 Penalty: 4642.500488
	Iteration 9Q: 3 clusters Score -1574052 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1574332.375000 Penalty: 4642.500488
	Iteration 10Q: 3 clusters Score -1574332 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1574529.750000 Penalty: 4642.500488
	Iteration 11Q: 3 clusters Score -1574530 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1574654.875000 Penalty: 4642.500488
	Iteration 12Q: 3 clusters Score -1574655 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1574759.625000 Penalty: 4642.500488
	Iteration 13Q: 3 clusters Score -1574760 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1574829.125000 Penalty: 4642.500488
	Iteration 14Q: 3 clusters Score -1574829 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1574891.375000 Penalty: 4642.500488
	Iteration 15Q: 3 clusters Score -1574891 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1574954.375000 Penalty: 4642.500488
	Iteration 16Q: 3 clusters Score -1574954 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1574987.500000 Penalty: 4642.500488
	Iteration 17Q: 3 clusters Score -1574988 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1575020.500000 Penalty: 4642.500488
	Iteration 18Q: 3 clusters Score -1575020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1575041.375000 Penalty: 4642.500488
	Iteration 19Q: 3 clusters Score -1575041 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1575058.000000 Penalty: 4642.500488
	Iteration 20F: 3 clusters Score -1575058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1575072.250000 Penalty: 4642.500488
	Iteration 21Q: 3 clusters Score -1575072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1575087.750000 Penalty: 4642.500488
	Iteration 22Q: 3 clusters Score -1575088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1575089.000000 Penalty: 4642.500488
	Iteration 23Q: 3 clusters Score -1575089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1575097.500000 Penalty: 4642.500488
	Iteration 24Q: 3 clusters Score -1575098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1575103.375000 Penalty: 4642.500488
	Iteration 25Q: 3 clusters Score -1575103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1575108.125000 Penalty: 4642.500488
	Iteration 26Q: 3 clusters Score -1575108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1575112.125000 Penalty: 4642.500488
	Iteration 27Q: 3 clusters Score -1575112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1575114.250000 Penalty: 4642.500488
	Iteration 28Q: 3 clusters Score -1575114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1575116.125000 Penalty: 4642.500488
	Iteration 29Q: 3 clusters Score -1575116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1575116.750000 Penalty: 4642.500488
	Iteration 30Q: 3 clusters Score -1575117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1575119.250000 Penalty: 4642.500488
	Iteration 31Q: 3 clusters Score -1575119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1575120.250000 Penalty: 4642.500488
	Iteration 32Q: 3 clusters Score -1575120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1575121.000000 Penalty: 4642.500488
	Iteration 33Q: 3 clusters Score -1575121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1575123.250000 Penalty: 4642.500488
	Iteration 34Q: 3 clusters Score -1575123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1575123.875000 Penalty: 4642.500488
	Iteration 35Q: 3 clusters Score -1575124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1575127.750000 Penalty: 4642.500488
	Iteration 36Q: 3 clusters Score -1575128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1575127.750000 Penalty: 4642.500488
	Iteration 37Q: 3 clusters Score -1575128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1575127.875000 Penalty: 4642.500488
	Iteration 38Q: 3 clusters Score -1575128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1575130.250000 Penalty: 4642.500488
	Iteration 39Q: 3 clusters Score -1575130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1575131.875000 Penalty: 4642.500488
	Iteration 40F: 3 clusters Score -1575132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1575132.250000 Penalty: 4642.500488
	Iteration 41Q: 3 clusters Score -1575132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1575132.250000 Penalty: 4642.500488
	Iteration 42F: 3 clusters Score -1575132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Entering Unmasked Estep 
Score: -988175.687500 Penalty: 2208.684814
	Iteration 0F: 2 clusters Score -988175.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -982198.937500 Penalty: 4417.369629
	Iteration 0F: 3 clusters Score -982198.9 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -983809.062500 Penalty: 4417.369629
	Iteration 1F: 3 clusters Score -983809.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -984044.500000 Penalty: 4417.369629
	Iteration 2F: 3 clusters Score -984044.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -984214.437500 Penalty: 4417.369629
	Iteration 3Q: 3 clusters Score -984214.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -984345.750000 Penalty: 4417.369629
	Iteration 4Q: 3 clusters Score -984345.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -984453.437500 Penalty: 4417.369629
	Iteration 5Q: 3 clusters Score -984453.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -984546.750000 Penalty: 4417.369629
	Iteration 6Q: 3 clusters Score -984546.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -984642.937500 Penalty: 4417.369629
	Iteration 7Q: 3 clusters Score -984642.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -984754.500000 Penalty: 4417.369629
	Iteration 8Q: 3 clusters Score -984754.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -984866.437500 Penalty: 4417.369629
	Iteration 9Q: 3 clusters Score -984866.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -984988.000000 Penalty: 4417.369629
	Iteration 10Q: 3 clusters Score -984988 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -985110.750000 Penalty: 4417.369629
	Iteration 11Q: 3 clusters Score -985110.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -985235.062500 Penalty: 4417.369629
	Iteration 12Q: 3 clusters Score -985235.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -985345.000000 Penalty: 4417.369629
	Iteration 13Q: 3 clusters Score -985345 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -985469.312500 Penalty: 4417.369629
	Iteration 14Q: 3 clusters Score -985469.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -985594.000000 Penalty: 4417.369629
	Iteration 15Q: 3 clusters Score -985594 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -985691.500000 Penalty: 4417.369629
	Iteration 16Q: 3 clusters Score -985691.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -985779.187500 Penalty: 4417.369629
	Iteration 17Q: 3 clusters Score -985779.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -985868.875000 Penalty: 4417.369629
	Iteration 18Q: 3 clusters Score -985868.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -985943.750000 Penalty: 4417.369629
	Iteration 19Q: 3 clusters Score -985943.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -986016.875000 Penalty: 4417.369629
	Iteration 20F: 3 clusters Score -986016.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -986067.062500 Penalty: 4417.369629
	Iteration 21Q: 3 clusters Score -986067.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -986114.250000 Penalty: 4417.369629
	Iteration 22Q: 3 clusters Score -986114.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -986143.250000 Penalty: 4417.369629
	Iteration 23Q: 3 clusters Score -986143.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -986170.875000 Penalty: 4417.369629
	Iteration 24Q: 3 clusters Score -986170.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -986192.687500 Penalty: 4417.369629
	Iteration 25Q: 3 clusters Score -986192.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -986210.500000 Penalty: 4417.369629
	Iteration 26Q: 3 clusters Score -986210.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -986214.875000 Penalty: 4417.369629
	Iteration 27Q: 3 clusters Score -986214.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -986222.500000 Penalty: 4417.369629
	Iteration 28Q: 3 clusters Score -986222.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -986224.937500 Penalty: 4417.369629
	Iteration 29Q: 3 clusters Score -986224.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -986231.312500 Penalty: 4417.369629
	Iteration 30Q: 3 clusters Score -986231.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -986240.437500 Penalty: 4417.369629
	Iteration 31Q: 3 clusters Score -986240.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -986243.125000 Penalty: 4417.369629
	Iteration 32Q: 3 clusters Score -986243.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -986247.812500 Penalty: 4417.369629
	Iteration 33Q: 3 clusters Score -986247.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -986246.937500 Penalty: 4417.369629
	Iteration 34Q: 3 clusters Score -986246.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -986248.812500 Penalty: 4417.369629
	Iteration 35Q: 3 clusters Score -986248.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -986249.812500 Penalty: 4417.369629
	Iteration 36Q: 3 clusters Score -986249.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -986249.812500 Penalty: 4417.369629
	Iteration 37F: 3 clusters Score -986249.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -400452.062500 Penalty: 2009.816650
	Iteration 0F: 2 clusters Score -400452.1 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 1640 members 
Entering Unmasked Estep 
Score: -396979.718750 Penalty: 4019.633301
	Iteration 0F: 3 clusters Score -396979.7 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -397695.687500 Penalty: 4019.633301
	Iteration 1F: 3 clusters Score -397695.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -397907.906250 Penalty: 4019.633301
	Iteration 2F: 3 clusters Score -397907.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -398028.875000 Penalty: 4019.633301
	Iteration 3F: 3 clusters Score -398028.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -398112.531250 Penalty: 4019.633301
	Iteration 4Q: 3 clusters Score -398112.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -398176.000000 Penalty: 4019.633301
	Iteration 5Q: 3 clusters Score -398176 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -398222.906250 Penalty: 4019.633301
	Iteration 6Q: 3 clusters Score -398222.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -398264.312500 Penalty: 4019.633301
	Iteration 7Q: 3 clusters Score -398264.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -398299.125000 Penalty: 4019.633301
	Iteration 8Q: 3 clusters Score -398299.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -398324.812500 Penalty: 4019.633301
	Iteration 9Q: 3 clusters Score -398324.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -398351.875000 Penalty: 4019.633301
	Iteration 10Q: 3 clusters Score -398351.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -398376.343750 Penalty: 4019.633301
	Iteration 11Q: 3 clusters Score -398376.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -398409.750000 Penalty: 4019.633301
	Iteration 12Q: 3 clusters Score -398409.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -398435.031250 Penalty: 4019.633301
	Iteration 13Q: 3 clusters Score -398435 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -398457.375000 Penalty: 4019.633301
	Iteration 14Q: 3 clusters Score -398457.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -398481.062500 Penalty: 4019.633301
	Iteration 15Q: 3 clusters Score -398481.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -398504.937500 Penalty: 4019.633301
	Iteration 16Q: 3 clusters Score -398504.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -398516.593750 Penalty: 4019.633301
	Iteration 17Q: 3 clusters Score -398516.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -398526.093750 Penalty: 4019.633301
	Iteration 18Q: 3 clusters Score -398526.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -398532.906250 Penalty: 4019.633301
	Iteration 19Q: 3 clusters Score -398532.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -398539.312500 Penalty: 4019.633301
	Iteration 20F: 3 clusters Score -398539.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -398545.843750 Penalty: 4019.633301
	Iteration 21Q: 3 clusters Score -398545.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -398556.437500 Penalty: 4019.633301
	Iteration 22Q: 3 clusters Score -398556.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -398568.468750 Penalty: 4019.633301
	Iteration 23Q: 3 clusters Score -398568.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -398576.843750 Penalty: 4019.633301
	Iteration 24Q: 3 clusters Score -398576.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -398583.031250 Penalty: 4019.633301
	Iteration 25Q: 3 clusters Score -398583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -398591.500000 Penalty: 4019.633301
	Iteration 26Q: 3 clusters Score -398591.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -398600.468750 Penalty: 4019.633301
	Iteration 27Q: 3 clusters Score -398600.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -398605.781250 Penalty: 4019.633301
	Iteration 28Q: 3 clusters Score -398605.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -398615.750000 Penalty: 4019.633301
	Iteration 29Q: 3 clusters Score -398615.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -398624.406250 Penalty: 4019.633301
	Iteration 30Q: 3 clusters Score -398624.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -398632.593750 Penalty: 4019.633301
	Iteration 31Q: 3 clusters Score -398632.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -398644.781250 Penalty: 4019.633301
	Iteration 32Q: 3 clusters Score -398644.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -398657.812500 Penalty: 4019.633301
	Iteration 33Q: 3 clusters Score -398657.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -398667.062500 Penalty: 4019.633301
	Iteration 34Q: 3 clusters Score -398667.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -398674.781250 Penalty: 4019.633301
	Iteration 35Q: 3 clusters Score -398674.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -398679.437500 Penalty: 4019.633301
	Iteration 36Q: 3 clusters Score -398679.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -398685.875000 Penalty: 4019.633301
	Iteration 37Q: 3 clusters Score -398685.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -398692.375000 Penalty: 4019.633301
	Iteration 38Q: 3 clusters Score -398692.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -398700.312500 Penalty: 4019.633301
	Iteration 39Q: 3 clusters Score -398700.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -398708.812500 Penalty: 4019.633301
	Iteration 40F: 3 clusters Score -398708.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -398715.062500 Penalty: 4019.633301
	Iteration 41Q: 3 clusters Score -398715.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -398720.968750 Penalty: 4019.633301
	Iteration 42Q: 3 clusters Score -398721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -398726.843750 Penalty: 4019.633301
	Iteration 43Q: 3 clusters Score -398726.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -398731.656250 Penalty: 4019.633301
	Iteration 44Q: 3 clusters Score -398731.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -398736.000000 Penalty: 4019.633301
	Iteration 45Q: 3 clusters Score -398736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -398739.312500 Penalty: 4019.633301
	Iteration 46Q: 3 clusters Score -398739.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -398744.250000 Penalty: 4019.633301
	Iteration 47Q: 3 clusters Score -398744.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -398747.218750 Penalty: 4019.633301
	Iteration 48Q: 3 clusters Score -398747.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -398751.500000 Penalty: 4019.633301
	Iteration 49Q: 3 clusters Score -398751.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -398756.468750 Penalty: 4019.633301
	Iteration 50Q: 3 clusters Score -398756.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -398759.625000 Penalty: 4019.633301
	Iteration 51Q: 3 clusters Score -398759.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -398761.625000 Penalty: 4019.633301
	Iteration 52Q: 3 clusters Score -398761.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -398765.968750 Penalty: 4019.633301
	Iteration 53Q: 3 clusters Score -398766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -398771.343750 Penalty: 4019.633301
	Iteration 54Q: 3 clusters Score -398771.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -398776.718750 Penalty: 4019.633301
	Iteration 55Q: 3 clusters Score -398776.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -398784.718750 Penalty: 4019.633301
	Iteration 56Q: 3 clusters Score -398784.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -398791.218750 Penalty: 4019.633301
	Iteration 57Q: 3 clusters Score -398791.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -398799.156250 Penalty: 4019.633301
	Iteration 58Q: 3 clusters Score -398799.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -398802.593750 Penalty: 4019.633301
	Iteration 59Q: 3 clusters Score -398802.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -398805.937500 Penalty: 4019.633301
	Iteration 60F: 3 clusters Score -398805.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -398808.781250 Penalty: 4019.633301
	Iteration 61Q: 3 clusters Score -398808.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -398810.468750 Penalty: 4019.633301
	Iteration 62Q: 3 clusters Score -398810.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -398810.656250 Penalty: 4019.633301
	Iteration 63Q: 3 clusters Score -398810.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -398811.937500 Penalty: 4019.633301
	Iteration 64Q: 3 clusters Score -398811.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -398812.281250 Penalty: 4019.633301
	Iteration 65Q: 3 clusters Score -398812.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -398813.500000 Penalty: 4019.633301
	Iteration 66Q: 3 clusters Score -398813.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -398815.718750 Penalty: 4019.633301
	Iteration 67Q: 3 clusters Score -398815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -398816.906250 Penalty: 4019.633301
	Iteration 68Q: 3 clusters Score -398816.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -398822.343750 Penalty: 4019.633301
	Iteration 69Q: 3 clusters Score -398822.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -398826.968750 Penalty: 4019.633301
	Iteration 70Q: 3 clusters Score -398827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -398831.375000 Penalty: 4019.633301
	Iteration 71Q: 3 clusters Score -398831.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -398835.187500 Penalty: 4019.633301
	Iteration 72Q: 3 clusters Score -398835.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -398840.187500 Penalty: 4019.633301
	Iteration 73Q: 3 clusters Score -398840.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -398846.031250 Penalty: 4019.633301
	Iteration 74Q: 3 clusters Score -398846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -398848.718750 Penalty: 4019.633301
	Iteration 75Q: 3 clusters Score -398848.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -398851.656250 Penalty: 4019.633301
	Iteration 76Q: 3 clusters Score -398851.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -398854.156250 Penalty: 4019.633301
	Iteration 77Q: 3 clusters Score -398854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -398855.093750 Penalty: 4019.633301
	Iteration 78Q: 3 clusters Score -398855.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -398855.593750 Penalty: 4019.633301
	Iteration 79Q: 3 clusters Score -398855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -398856.843750 Penalty: 4019.633301
	Iteration 80F: 3 clusters Score -398856.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -398856.781250 Penalty: 4019.633301
	Iteration 81Q: 3 clusters Score -398856.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -398856.875000 Penalty: 4019.633301
	Iteration 82Q: 3 clusters Score -398856.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -398858.187500 Penalty: 4019.633301
	Iteration 83Q: 3 clusters Score -398858.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -398859.375000 Penalty: 4019.633301
	Iteration 84Q: 3 clusters Score -398859.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -398861.687500 Penalty: 4019.633301
	Iteration 85Q: 3 clusters Score -398861.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -398862.656250 Penalty: 4019.633301
	Iteration 86Q: 3 clusters Score -398862.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -398862.656250 Penalty: 4019.633301
	Iteration 87F: 3 clusters Score -398862.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Entering Unmasked Estep 
Score: -1400537.625000 Penalty: 2296.476807
	Iteration 0F: 2 clusters Score -1400538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1392598.875000 Penalty: 4592.953613
	Iteration 0F: 3 clusters Score -1392599 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1394961.750000 Penalty: 4592.953613
	Iteration 1F: 3 clusters Score -1394962 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1395349.000000 Penalty: 4592.953613
	Iteration 2F: 3 clusters Score -1395349 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1395643.000000 Penalty: 4592.953613
	Iteration 3F: 3 clusters Score -1395643 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1395889.000000 Penalty: 4592.953613
	Iteration 4Q: 3 clusters Score -1395889 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1396152.375000 Penalty: 4592.953613
	Iteration 5Q: 3 clusters Score -1396152 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1396404.500000 Penalty: 4592.953613
	Iteration 6Q: 3 clusters Score -1396404 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1396661.000000 Penalty: 4592.953613
	Iteration 7Q: 3 clusters Score -1396661 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1396874.875000 Penalty: 4592.953613
	Iteration 8Q: 3 clusters Score -1396875 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1397071.125000 Penalty: 4592.953613
	Iteration 9Q: 3 clusters Score -1397071 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1397222.375000 Penalty: 4592.953613
	Iteration 10Q: 3 clusters Score -1397222 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1397349.750000 Penalty: 4592.953613
	Iteration 11Q: 3 clusters Score -1397350 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1397436.875000 Penalty: 4592.953613
	Iteration 12Q: 3 clusters Score -1397437 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1397528.375000 Penalty: 4592.953613
	Iteration 13Q: 3 clusters Score -1397528 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1397617.375000 Penalty: 4592.953613
	Iteration 14Q: 3 clusters Score -1397617 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1397689.875000 Penalty: 4592.953613
	Iteration 15Q: 3 clusters Score -1397690 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1397765.875000 Penalty: 4592.953613
	Iteration 16Q: 3 clusters Score -1397766 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1397860.625000 Penalty: 4592.953613
	Iteration 17Q: 3 clusters Score -1397861 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1397946.000000 Penalty: 4592.953613
	Iteration 18Q: 3 clusters Score -1397946 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1398013.500000 Penalty: 4592.953613
	Iteration 19Q: 3 clusters Score -1398014 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1398092.125000 Penalty: 4592.953613
	Iteration 20F: 3 clusters Score -1398092 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1398164.125000 Penalty: 4592.953613
	Iteration 21Q: 3 clusters Score -1398164 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1398222.625000 Penalty: 4592.953613
	Iteration 22Q: 3 clusters Score -1398223 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1398270.500000 Penalty: 4592.953613
	Iteration 23Q: 3 clusters Score -1398270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1398305.875000 Penalty: 4592.953613
	Iteration 24Q: 3 clusters Score -1398306 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1398337.125000 Penalty: 4592.953613
	Iteration 25Q: 3 clusters Score -1398337 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1398363.875000 Penalty: 4592.953613
	Iteration 26Q: 3 clusters Score -1398364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1398384.250000 Penalty: 4592.953613
	Iteration 27Q: 3 clusters Score -1398384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1398407.500000 Penalty: 4592.953613
	Iteration 28Q: 3 clusters Score -1398408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1398434.250000 Penalty: 4592.953613
	Iteration 29Q: 3 clusters Score -1398434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1398450.625000 Penalty: 4592.953613
	Iteration 30Q: 3 clusters Score -1398451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1398464.250000 Penalty: 4592.953613
	Iteration 31Q: 3 clusters Score -1398464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1398477.875000 Penalty: 4592.953613
	Iteration 32Q: 3 clusters Score -1398478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1398489.625000 Penalty: 4592.953613
	Iteration 33Q: 3 clusters Score -1398490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1398506.125000 Penalty: 4592.953613
	Iteration 34Q: 3 clusters Score -1398506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1398514.125000 Penalty: 4592.953613
	Iteration 35Q: 3 clusters Score -1398514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1398520.500000 Penalty: 4592.953613
	Iteration 36Q: 3 clusters Score -1398520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1398524.125000 Penalty: 4592.953613
	Iteration 37Q: 3 clusters Score -1398524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1398532.250000 Penalty: 4592.953613
	Iteration 38Q: 3 clusters Score -1398532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1398547.000000 Penalty: 4592.953613
	Iteration 39Q: 3 clusters Score -1398547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1398554.500000 Penalty: 4592.953613
	Iteration 40F: 3 clusters Score -1398554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1398560.000000 Penalty: 4592.953613
	Iteration 41Q: 3 clusters Score -1398560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1398560.500000 Penalty: 4592.953613
	Iteration 42Q: 3 clusters Score -1398560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1398562.500000 Penalty: 4592.953613
	Iteration 43Q: 3 clusters Score -1398562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1398567.125000 Penalty: 4592.953613
	Iteration 44Q: 3 clusters Score -1398567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1398566.750000 Penalty: 4592.953613
	Iteration 45Q: 3 clusters Score -1398567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1398569.500000 Penalty: 4592.953613
	Iteration 46Q: 3 clusters Score -1398570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1398569.750000 Penalty: 4592.953613
	Iteration 47Q: 3 clusters Score -1398570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1398571.375000 Penalty: 4592.953613
	Iteration 48Q: 3 clusters Score -1398571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1398573.625000 Penalty: 4592.953613
	Iteration 49Q: 3 clusters Score -1398574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1398575.250000 Penalty: 4592.953613
	Iteration 50Q: 3 clusters Score -1398575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1398575.375000 Penalty: 4592.953613
	Iteration 51Q: 3 clusters Score -1398575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1398575.625000 Penalty: 4592.953613
	Iteration 52Q: 3 clusters Score -1398576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1398579.625000 Penalty: 4592.953613
	Iteration 53Q: 3 clusters Score -1398580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1398582.375000 Penalty: 4592.953613
	Iteration 54Q: 3 clusters Score -1398582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1398584.000000 Penalty: 4592.953613
	Iteration 55Q: 3 clusters Score -1398584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1398584.000000 Penalty: 4592.953613
	Iteration 56F: 3 clusters Score -1398584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Entering Unmasked Estep 
Score: -367335.531250 Penalty: 1969.705811
	Iteration 0F: 2 clusters Score -367335.5 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 1436 members 
Entering Unmasked Estep 
Score: -364235.250000 Penalty: 3939.411621
	Iteration 0F: 3 clusters Score -364235.2 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -364851.781250 Penalty: 3939.411621
	Iteration 1F: 3 clusters Score -364851.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -365007.593750 Penalty: 3939.411621
	Iteration 2F: 3 clusters Score -365007.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -365078.687500 Penalty: 3939.411621
	Iteration 3Q: 3 clusters Score -365078.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -365132.375000 Penalty: 3939.411621
	Iteration 4Q: 3 clusters Score -365132.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -365165.937500 Penalty: 3939.411621
	Iteration 5Q: 3 clusters Score -365165.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -365191.250000 Penalty: 3939.411621
	Iteration 6Q: 3 clusters Score -365191.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -365208.875000 Penalty: 3939.411621
	Iteration 7Q: 3 clusters Score -365208.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -365225.625000 Penalty: 3939.411621
	Iteration 8Q: 3 clusters Score -365225.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -365242.281250 Penalty: 3939.411621
	Iteration 9Q: 3 clusters Score -365242.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -365259.250000 Penalty: 3939.411621
	Iteration 10Q: 3 clusters Score -365259.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -365275.812500 Penalty: 3939.411621
	Iteration 11Q: 3 clusters Score -365275.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -365287.000000 Penalty: 3939.411621
	Iteration 12Q: 3 clusters Score -365287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -365299.281250 Penalty: 3939.411621
	Iteration 13Q: 3 clusters Score -365299.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -365313.406250 Penalty: 3939.411621
	Iteration 14Q: 3 clusters Score -365313.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -365327.812500 Penalty: 3939.411621
	Iteration 15Q: 3 clusters Score -365327.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -365336.750000 Penalty: 3939.411621
	Iteration 16Q: 3 clusters Score -365336.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -365344.281250 Penalty: 3939.411621
	Iteration 17Q: 3 clusters Score -365344.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -365356.968750 Penalty: 3939.411621
	Iteration 18Q: 3 clusters Score -365357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -365372.531250 Penalty: 3939.411621
	Iteration 19Q: 3 clusters Score -365372.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -365390.156250 Penalty: 3939.411621
	Iteration 20F: 3 clusters Score -365390.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -365404.093750 Penalty: 3939.411621
	Iteration 21Q: 3 clusters Score -365404.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -365423.593750 Penalty: 3939.411621
	Iteration 22Q: 3 clusters Score -365423.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -365449.718750 Penalty: 3939.411621
	Iteration 23Q: 3 clusters Score -365449.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -365472.718750 Penalty: 3939.411621
	Iteration 24Q: 3 clusters Score -365472.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -365497.437500 Penalty: 3939.411621
	Iteration 25Q: 3 clusters Score -365497.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -365521.687500 Penalty: 3939.411621
	Iteration 26Q: 3 clusters Score -365521.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -365550.312500 Penalty: 3939.411621
	Iteration 27Q: 3 clusters Score -365550.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -365579.375000 Penalty: 3939.411621
	Iteration 28Q: 3 clusters Score -365579.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -365606.625000 Penalty: 3939.411621
	Iteration 29Q: 3 clusters Score -365606.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -365638.281250 Penalty: 3939.411621
	Iteration 30Q: 3 clusters Score -365638.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -365666.343750 Penalty: 3939.411621
	Iteration 31Q: 3 clusters Score -365666.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -365686.312500 Penalty: 3939.411621
	Iteration 32Q: 3 clusters Score -365686.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -365707.562500 Penalty: 3939.411621
	Iteration 33Q: 3 clusters Score -365707.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -365732.843750 Penalty: 3939.411621
	Iteration 34Q: 3 clusters Score -365732.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -365762.937500 Penalty: 3939.411621
	Iteration 35Q: 3 clusters Score -365762.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -365799.187500 Penalty: 3939.411621
	Iteration 36Q: 3 clusters Score -365799.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -365853.937500 Penalty: 3939.411621
	Iteration 37Q: 3 clusters Score -365853.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -365943.531250 Penalty: 3939.411621
	Iteration 38Q: 3 clusters Score -365943.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -366011.625000 Penalty: 3939.411621
	Iteration 39Q: 3 clusters Score -366011.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -366077.312500 Penalty: 3939.411621
	Iteration 40F: 3 clusters Score -366077.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -366154.000000 Penalty: 3939.411621
	Iteration 41Q: 3 clusters Score -366154 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -366207.718750 Penalty: 3939.411621
	Iteration 42Q: 3 clusters Score -366207.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -366245.437500 Penalty: 3939.411621
	Iteration 43Q: 3 clusters Score -366245.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -366285.250000 Penalty: 3939.411621
	Iteration 44Q: 3 clusters Score -366285.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -366339.500000 Penalty: 3939.411621
	Iteration 45Q: 3 clusters Score -366339.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -366399.062500 Penalty: 3939.411621
	Iteration 46Q: 3 clusters Score -366399.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -366448.843750 Penalty: 3939.411621
	Iteration 47Q: 3 clusters Score -366448.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -366514.343750 Penalty: 3939.411621
	Iteration 48Q: 3 clusters Score -366514.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -366591.437500 Penalty: 3939.411621
	Iteration 49Q: 3 clusters Score -366591.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -366688.531250 Penalty: 3939.411621
	Iteration 50Q: 3 clusters Score -366688.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -366780.062500 Penalty: 3939.411621
	Iteration 51Q: 3 clusters Score -366780.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -366834.750000 Penalty: 3939.411621
	Iteration 52Q: 3 clusters Score -366834.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -366855.562500 Penalty: 3939.411621
	Iteration 53Q: 3 clusters Score -366855.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -366868.937500 Penalty: 3939.411621
	Iteration 54Q: 3 clusters Score -366868.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -366877.875000 Penalty: 3939.411621
	Iteration 55Q: 3 clusters Score -366877.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -366879.968750 Penalty: 3939.411621
	Iteration 56Q: 3 clusters Score -366880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -366879.968750 Penalty: 3939.411621
	Iteration 57F: 3 clusters Score -366880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Entering Unmasked Estep 
Score: -591954.312500 Penalty: 2100.948975
	Iteration 0F: 2 clusters Score -591954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -587648.250000 Penalty: 4201.897949
	Iteration 0F: 3 clusters Score -587648.2 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -588796.625000 Penalty: 4201.897949
	Iteration 1F: 3 clusters Score -588796.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -589058.187500 Penalty: 4201.897949
	Iteration 2F: 3 clusters Score -589058.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -589214.625000 Penalty: 4201.897949
	Iteration 3F: 3 clusters Score -589214.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -589316.875000 Penalty: 4201.897949
	Iteration 4Q: 3 clusters Score -589316.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -589399.437500 Penalty: 4201.897949
	Iteration 5Q: 3 clusters Score -589399.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -589468.250000 Penalty: 4201.897949
	Iteration 6Q: 3 clusters Score -589468.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -589534.437500 Penalty: 4201.897949
	Iteration 7Q: 3 clusters Score -589534.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -589620.312500 Penalty: 4201.897949
	Iteration 8Q: 3 clusters Score -589620.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -589734.625000 Penalty: 4201.897949
	Iteration 9Q: 3 clusters Score -589734.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -589912.000000 Penalty: 4201.897949
	Iteration 10Q: 3 clusters Score -589912 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -590101.187500 Penalty: 4201.897949
	Iteration 11Q: 3 clusters Score -590101.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -590295.812500 Penalty: 4201.897949
	Iteration 12Q: 3 clusters Score -590295.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -590469.875000 Penalty: 4201.897949
	Iteration 13Q: 3 clusters Score -590469.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -590592.500000 Penalty: 4201.897949
	Iteration 14Q: 3 clusters Score -590592.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -590706.312500 Penalty: 4201.897949
	Iteration 15Q: 3 clusters Score -590706.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -590797.875000 Penalty: 4201.897949
	Iteration 16Q: 3 clusters Score -590797.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -590902.875000 Penalty: 4201.897949
	Iteration 17Q: 3 clusters Score -590902.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -590989.750000 Penalty: 4201.897949
	Iteration 18Q: 3 clusters Score -590989.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -591056.000000 Penalty: 4201.897949
	Iteration 19Q: 3 clusters Score -591056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -591095.062500 Penalty: 4201.897949
	Iteration 20F: 3 clusters Score -591095.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -591118.625000 Penalty: 4201.897949
	Iteration 21Q: 3 clusters Score -591118.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -591139.312500 Penalty: 4201.897949
	Iteration 22Q: 3 clusters Score -591139.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -591156.937500 Penalty: 4201.897949
	Iteration 23Q: 3 clusters Score -591156.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -591164.062500 Penalty: 4201.897949
	Iteration 24Q: 3 clusters Score -591164.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -591172.375000 Penalty: 4201.897949
	Iteration 25Q: 3 clusters Score -591172.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -591177.187500 Penalty: 4201.897949
	Iteration 26Q: 3 clusters Score -591177.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -591182.187500 Penalty: 4201.897949
	Iteration 27Q: 3 clusters Score -591182.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -591190.000000 Penalty: 4201.897949
	Iteration 28Q: 3 clusters Score -591190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -591198.687500 Penalty: 4201.897949
	Iteration 29Q: 3 clusters Score -591198.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -591203.687500 Penalty: 4201.897949
	Iteration 30Q: 3 clusters Score -591203.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -591208.687500 Penalty: 4201.897949
	Iteration 31Q: 3 clusters Score -591208.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -591210.812500 Penalty: 4201.897949
	Iteration 32Q: 3 clusters Score -591210.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -591213.187500 Penalty: 4201.897949
	Iteration 33Q: 3 clusters Score -591213.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -591216.875000 Penalty: 4201.897949
	Iteration 34Q: 3 clusters Score -591216.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -591219.500000 Penalty: 4201.897949
	Iteration 35Q: 3 clusters Score -591219.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -591221.937500 Penalty: 4201.897949
	Iteration 36Q: 3 clusters Score -591221.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -591223.500000 Penalty: 4201.897949
	Iteration 37Q: 3 clusters Score -591223.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -591224.625000 Penalty: 4201.897949
	Iteration 38Q: 3 clusters Score -591224.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -591224.937500 Penalty: 4201.897949
	Iteration 39Q: 3 clusters Score -591224.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -591225.937500 Penalty: 4201.897949
	Iteration 40F: 3 clusters Score -591225.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -591227.250000 Penalty: 4201.897949
	Iteration 41Q: 3 clusters Score -591227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -591226.250000 Penalty: 4201.897949
	Iteration 42Q: 3 clusters Score -591226.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -591226.500000 Penalty: 4201.897949
	Iteration 43Q: 3 clusters Score -591226.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -591226.500000 Penalty: 4201.897949
	Iteration 44F: 3 clusters Score -591226.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -20363.468750 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -20363.47 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 81 members 
Entering Unmasked Estep 
Score: -19312.185547 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -19312.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19362.212891 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -19362.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19386.527344 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -19386.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19398.435547 Penalty: 2586.608154
	Iteration 3Q: 3 clusters Score -19398.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19398.435547 Penalty: 2586.608154
	Iteration 4F: 3 clusters Score -19398.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Entering Unmasked Estep 
Score: -1128309.750000 Penalty: 2239.652100
	Iteration 0F: 2 clusters Score -1128310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1121688.750000 Penalty: 4479.304199
	Iteration 0F: 3 clusters Score -1121689 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1123561.125000 Penalty: 4479.304199
	Iteration 1F: 3 clusters Score -1123561 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1123797.500000 Penalty: 4479.304199
	Iteration 2F: 3 clusters Score -1123798 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1123990.000000 Penalty: 4479.304199
	Iteration 3Q: 3 clusters Score -1123990 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1124136.500000 Penalty: 4479.304199
	Iteration 4Q: 3 clusters Score -1124136 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1124256.875000 Penalty: 4479.304199
	Iteration 5Q: 3 clusters Score -1124257 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1124372.500000 Penalty: 4479.304199
	Iteration 6Q: 3 clusters Score -1124372 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1124479.500000 Penalty: 4479.304199
	Iteration 7Q: 3 clusters Score -1124480 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1124565.375000 Penalty: 4479.304199
	Iteration 8Q: 3 clusters Score -1124565 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1124655.750000 Penalty: 4479.304199
	Iteration 9Q: 3 clusters Score -1124656 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1124728.625000 Penalty: 4479.304199
	Iteration 10Q: 3 clusters Score -1124729 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1124803.625000 Penalty: 4479.304199
	Iteration 11Q: 3 clusters Score -1124804 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1124874.500000 Penalty: 4479.304199
	Iteration 12Q: 3 clusters Score -1124874 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1124947.875000 Penalty: 4479.304199
	Iteration 13Q: 3 clusters Score -1124948 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1125014.125000 Penalty: 4479.304199
	Iteration 14Q: 3 clusters Score -1125014 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1125083.000000 Penalty: 4479.304199
	Iteration 15Q: 3 clusters Score -1125083 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1125165.500000 Penalty: 4479.304199
	Iteration 16Q: 3 clusters Score -1125166 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1125261.625000 Penalty: 4479.304199
	Iteration 17Q: 3 clusters Score -1125262 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1125368.750000 Penalty: 4479.304199
	Iteration 18Q: 3 clusters Score -1125369 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1125476.375000 Penalty: 4479.304199
	Iteration 19Q: 3 clusters Score -1125476 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1125589.875000 Penalty: 4479.304199
	Iteration 20F: 3 clusters Score -1125590 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1125684.875000 Penalty: 4479.304199
	Iteration 21Q: 3 clusters Score -1125685 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1125812.375000 Penalty: 4479.304199
	Iteration 22Q: 3 clusters Score -1125812 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1125956.000000 Penalty: 4479.304199
	Iteration 23Q: 3 clusters Score -1125956 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1126067.250000 Penalty: 4479.304199
	Iteration 24Q: 3 clusters Score -1126067 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1126173.375000 Penalty: 4479.304199
	Iteration 25Q: 3 clusters Score -1126173 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1126272.000000 Penalty: 4479.304199
	Iteration 26Q: 3 clusters Score -1126272 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1126348.875000 Penalty: 4479.304199
	Iteration 27Q: 3 clusters Score -1126349 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1126424.875000 Penalty: 4479.304199
	Iteration 28Q: 3 clusters Score -1126425 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1126501.000000 Penalty: 4479.304199
	Iteration 29Q: 3 clusters Score -1126501 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1126548.500000 Penalty: 4479.304199
	Iteration 30Q: 3 clusters Score -1126548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1126583.250000 Penalty: 4479.304199
	Iteration 31Q: 3 clusters Score -1126583 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1126607.250000 Penalty: 4479.304199
	Iteration 32Q: 3 clusters Score -1126607 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1126625.500000 Penalty: 4479.304199
	Iteration 33Q: 3 clusters Score -1126626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1126639.000000 Penalty: 4479.304199
	Iteration 34Q: 3 clusters Score -1126639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1126649.750000 Penalty: 4479.304199
	Iteration 35Q: 3 clusters Score -1126650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1126659.500000 Penalty: 4479.304199
	Iteration 36Q: 3 clusters Score -1126660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1126665.500000 Penalty: 4479.304199
	Iteration 37Q: 3 clusters Score -1126666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1126673.500000 Penalty: 4479.304199
	Iteration 38Q: 3 clusters Score -1126674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1126678.375000 Penalty: 4479.304199
	Iteration 39Q: 3 clusters Score -1126678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1126681.750000 Penalty: 4479.304199
	Iteration 40F: 3 clusters Score -1126682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1126686.500000 Penalty: 4479.304199
	Iteration 41Q: 3 clusters Score -1126686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1126690.250000 Penalty: 4479.304199
	Iteration 42Q: 3 clusters Score -1126690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1126692.875000 Penalty: 4479.304199
	Iteration 43Q: 3 clusters Score -1126693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1126696.875000 Penalty: 4479.304199
	Iteration 44Q: 3 clusters Score -1126697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1126699.750000 Penalty: 4479.304199
	Iteration 45Q: 3 clusters Score -1126700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1126700.375000 Penalty: 4479.304199
	Iteration 46Q: 3 clusters Score -1126700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1126704.625000 Penalty: 4479.304199
	Iteration 47Q: 3 clusters Score -1126705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1126704.125000 Penalty: 4479.304199
	Iteration 48Q: 3 clusters Score -1126704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1126707.000000 Penalty: 4479.304199
	Iteration 49Q: 3 clusters Score -1126707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1126707.125000 Penalty: 4479.304199
	Iteration 50Q: 3 clusters Score -1126707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1126709.125000 Penalty: 4479.304199
	Iteration 51Q: 3 clusters Score -1126709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1126709.625000 Penalty: 4479.304199
	Iteration 52Q: 3 clusters Score -1126710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1126709.625000 Penalty: 4479.304199
	Iteration 53F: 3 clusters Score -1126710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -286552.812500 Penalty: 1897.241943
	Iteration 0F: 2 clusters Score -286552.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -283834.593750 Penalty: 3794.483887
	Iteration 0F: 3 clusters Score -283834.6 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -284350.343750 Penalty: 3794.483887
	Iteration 1F: 3 clusters Score -284350.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -284504.062500 Penalty: 3794.483887
	Iteration 2F: 3 clusters Score -284504.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -284568.031250 Penalty: 3794.483887
	Iteration 3Q: 3 clusters Score -284568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -284602.843750 Penalty: 3794.483887
	Iteration 4Q: 3 clusters Score -284602.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -284621.937500 Penalty: 3794.483887
	Iteration 5Q: 3 clusters Score -284621.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -284634.062500 Penalty: 3794.483887
	Iteration 6Q: 3 clusters Score -284634.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -284641.500000 Penalty: 3794.483887
	Iteration 7Q: 3 clusters Score -284641.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -284647.281250 Penalty: 3794.483887
	Iteration 8Q: 3 clusters Score -284647.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -284653.593750 Penalty: 3794.483887
	Iteration 9Q: 3 clusters Score -284653.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -284662.375000 Penalty: 3794.483887
	Iteration 10Q: 3 clusters Score -284662.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -284667.500000 Penalty: 3794.483887
	Iteration 11Q: 3 clusters Score -284667.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -284672.781250 Penalty: 3794.483887
	Iteration 12Q: 3 clusters Score -284672.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -284679.187500 Penalty: 3794.483887
	Iteration 13Q: 3 clusters Score -284679.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -284682.093750 Penalty: 3794.483887
	Iteration 14Q: 3 clusters Score -284682.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -284683.312500 Penalty: 3794.483887
	Iteration 15Q: 3 clusters Score -284683.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -284687.812500 Penalty: 3794.483887
	Iteration 16Q: 3 clusters Score -284687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -284690.843750 Penalty: 3794.483887
	Iteration 17Q: 3 clusters Score -284690.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -284694.781250 Penalty: 3794.483887
	Iteration 18Q: 3 clusters Score -284694.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -284698.375000 Penalty: 3794.483887
	Iteration 19Q: 3 clusters Score -284698.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -284702.093750 Penalty: 3794.483887
	Iteration 20F: 3 clusters Score -284702.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -284705.875000 Penalty: 3794.483887
	Iteration 21Q: 3 clusters Score -284705.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -284705.781250 Penalty: 3794.483887
	Iteration 22Q: 3 clusters Score -284705.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -284705.781250 Penalty: 3794.483887
	Iteration 23F: 3 clusters Score -284705.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Entering Unmasked Estep 
Score: -653967.625000 Penalty: 2102.656250
	Iteration 0F: 2 clusters Score -653967.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -649562.125000 Penalty: 4205.312500
	Iteration 0F: 3 clusters Score -649562.1 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -650551.125000 Penalty: 4205.312500
	Iteration 1F: 3 clusters Score -650551.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -650775.687500 Penalty: 4205.312500
	Iteration 2F: 3 clusters Score -650775.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -650947.687500 Penalty: 4205.312500
	Iteration 3F: 3 clusters Score -650947.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -651105.250000 Penalty: 4205.312500
	Iteration 4Q: 3 clusters Score -651105.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -651283.625000 Penalty: 4205.312500
	Iteration 5Q: 3 clusters Score -651283.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -651462.625000 Penalty: 4205.312500
	Iteration 6Q: 3 clusters Score -651462.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -651638.625000 Penalty: 4205.312500
	Iteration 7Q: 3 clusters Score -651638.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -651849.437500 Penalty: 4205.312500
	Iteration 8Q: 3 clusters Score -651849.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -652140.062500 Penalty: 4205.312500
	Iteration 9Q: 3 clusters Score -652140.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -652454.250000 Penalty: 4205.312500
	Iteration 10Q: 3 clusters Score -652454.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -652636.312500 Penalty: 4205.312500
	Iteration 11Q: 3 clusters Score -652636.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -652753.625000 Penalty: 4205.312500
	Iteration 12Q: 3 clusters Score -652753.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -652832.437500 Penalty: 4205.312500
	Iteration 13Q: 3 clusters Score -652832.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -652887.750000 Penalty: 4205.312500
	Iteration 14Q: 3 clusters Score -652887.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -652937.375000 Penalty: 4205.312500
	Iteration 15Q: 3 clusters Score -652937.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -652992.875000 Penalty: 4205.312500
	Iteration 16Q: 3 clusters Score -652992.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -653068.625000 Penalty: 4205.312500
	Iteration 17Q: 3 clusters Score -653068.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -653157.312500 Penalty: 4205.312500
	Iteration 18Q: 3 clusters Score -653157.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -653220.375000 Penalty: 4205.312500
	Iteration 19Q: 3 clusters Score -653220.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -653278.750000 Penalty: 4205.312500
	Iteration 20F: 3 clusters Score -653278.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -653309.125000 Penalty: 4205.312500
	Iteration 21Q: 3 clusters Score -653309.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -653330.750000 Penalty: 4205.312500
	Iteration 22Q: 3 clusters Score -653330.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -653342.375000 Penalty: 4205.312500
	Iteration 23Q: 3 clusters Score -653342.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -653351.562500 Penalty: 4205.312500
	Iteration 24Q: 3 clusters Score -653351.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -653354.187500 Penalty: 4205.312500
	Iteration 25Q: 3 clusters Score -653354.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -653361.000000 Penalty: 4205.312500
	Iteration 26Q: 3 clusters Score -653361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -653369.312500 Penalty: 4205.312500
	Iteration 27Q: 3 clusters Score -653369.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -653375.062500 Penalty: 4205.312500
	Iteration 28Q: 3 clusters Score -653375.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -653376.000000 Penalty: 4205.312500
	Iteration 29Q: 3 clusters Score -653376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -653378.812500 Penalty: 4205.312500
	Iteration 30Q: 3 clusters Score -653378.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -653380.062500 Penalty: 4205.312500
	Iteration 31Q: 3 clusters Score -653380.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -653381.375000 Penalty: 4205.312500
	Iteration 32Q: 3 clusters Score -653381.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -653384.750000 Penalty: 4205.312500
	Iteration 33Q: 3 clusters Score -653384.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -653384.750000 Penalty: 4205.312500
	Iteration 34F: 3 clusters Score -653384.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Entering Unmasked Estep 
Score: -1296306.750000 Penalty: 2288.466797
	Iteration 0F: 2 clusters Score -1296307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1288526.125000 Penalty: 4576.933594
	Iteration 0F: 3 clusters Score -1288526 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1290881.750000 Penalty: 4576.933594
	Iteration 1F: 3 clusters Score -1290882 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1291339.375000 Penalty: 4576.933594
	Iteration 2F: 3 clusters Score -1291339 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1291707.875000 Penalty: 4576.933594
	Iteration 3F: 3 clusters Score -1291708 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1292071.250000 Penalty: 4576.933594
	Iteration 4F: 3 clusters Score -1292071 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1292429.125000 Penalty: 4576.933594
	Iteration 5F: 3 clusters Score -1292429 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1292760.750000 Penalty: 4576.933594
	Iteration 6F: 3 clusters Score -1292761 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1293030.500000 Penalty: 4576.933594
	Iteration 7Q: 3 clusters Score -1293030 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1293261.000000 Penalty: 4576.933594
	Iteration 8Q: 3 clusters Score -1293261 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1293476.875000 Penalty: 4576.933594
	Iteration 9Q: 3 clusters Score -1293477 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1293656.375000 Penalty: 4576.933594
	Iteration 10Q: 3 clusters Score -1293656 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1293806.000000 Penalty: 4576.933594
	Iteration 11Q: 3 clusters Score -1293806 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1293934.375000 Penalty: 4576.933594
	Iteration 12Q: 3 clusters Score -1293934 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1294030.750000 Penalty: 4576.933594
	Iteration 13Q: 3 clusters Score -1294031 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1294118.000000 Penalty: 4576.933594
	Iteration 14Q: 3 clusters Score -1294118 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1294190.625000 Penalty: 4576.933594
	Iteration 15Q: 3 clusters Score -1294191 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1294238.375000 Penalty: 4576.933594
	Iteration 16Q: 3 clusters Score -1294238 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1294287.125000 Penalty: 4576.933594
	Iteration 17Q: 3 clusters Score -1294287 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1294329.750000 Penalty: 4576.933594
	Iteration 18Q: 3 clusters Score -1294330 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1294361.125000 Penalty: 4576.933594
	Iteration 19Q: 3 clusters Score -1294361 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1294389.875000 Penalty: 4576.933594
	Iteration 20F: 3 clusters Score -1294390 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1294418.375000 Penalty: 4576.933594
	Iteration 21Q: 3 clusters Score -1294418 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1294444.625000 Penalty: 4576.933594
	Iteration 22Q: 3 clusters Score -1294445 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1294481.000000 Penalty: 4576.933594
	Iteration 23Q: 3 clusters Score -1294481 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1294515.125000 Penalty: 4576.933594
	Iteration 24Q: 3 clusters Score -1294515 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1294545.500000 Penalty: 4576.933594
	Iteration 25Q: 3 clusters Score -1294546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1294569.875000 Penalty: 4576.933594
	Iteration 26Q: 3 clusters Score -1294570 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1294603.000000 Penalty: 4576.933594
	Iteration 27Q: 3 clusters Score -1294603 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1294619.875000 Penalty: 4576.933594
	Iteration 28Q: 3 clusters Score -1294620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1294635.250000 Penalty: 4576.933594
	Iteration 29Q: 3 clusters Score -1294635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1294648.500000 Penalty: 4576.933594
	Iteration 30Q: 3 clusters Score -1294648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1294664.500000 Penalty: 4576.933594
	Iteration 31Q: 3 clusters Score -1294664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1294686.250000 Penalty: 4576.933594
	Iteration 32Q: 3 clusters Score -1294686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1294699.500000 Penalty: 4576.933594
	Iteration 33Q: 3 clusters Score -1294700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1294709.375000 Penalty: 4576.933594
	Iteration 34Q: 3 clusters Score -1294709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1294724.375000 Penalty: 4576.933594
	Iteration 35Q: 3 clusters Score -1294724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1294737.000000 Penalty: 4576.933594
	Iteration 36Q: 3 clusters Score -1294737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1294745.625000 Penalty: 4576.933594
	Iteration 37Q: 3 clusters Score -1294746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1294754.375000 Penalty: 4576.933594
	Iteration 38Q: 3 clusters Score -1294754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1294761.250000 Penalty: 4576.933594
	Iteration 39Q: 3 clusters Score -1294761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1294763.750000 Penalty: 4576.933594
	Iteration 40F: 3 clusters Score -1294764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1294769.375000 Penalty: 4576.933594
	Iteration 41Q: 3 clusters Score -1294769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1294769.875000 Penalty: 4576.933594
	Iteration 42Q: 3 clusters Score -1294770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1294772.000000 Penalty: 4576.933594
	Iteration 43Q: 3 clusters Score -1294772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1294771.250000 Penalty: 4576.933594
	Iteration 44Q: 3 clusters Score -1294771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1294774.500000 Penalty: 4576.933594
	Iteration 45Q: 3 clusters Score -1294774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1294777.250000 Penalty: 4576.933594
	Iteration 46Q: 3 clusters Score -1294777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1294777.750000 Penalty: 4576.933594
	Iteration 47Q: 3 clusters Score -1294778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1294779.750000 Penalty: 4576.933594
	Iteration 48Q: 3 clusters Score -1294780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1294782.375000 Penalty: 4576.933594
	Iteration 49Q: 3 clusters Score -1294782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1294788.000000 Penalty: 4576.933594
	Iteration 50Q: 3 clusters Score -1294788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1294787.500000 Penalty: 4576.933594
	Iteration 51Q: 3 clusters Score -1294788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1294790.250000 Penalty: 4576.933594
	Iteration 52Q: 3 clusters Score -1294790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1294791.750000 Penalty: 4576.933594
	Iteration 53Q: 3 clusters Score -1294792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1294797.500000 Penalty: 4576.933594
	Iteration 54Q: 3 clusters Score -1294798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1294799.375000 Penalty: 4576.933594
	Iteration 55Q: 3 clusters Score -1294799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1294803.000000 Penalty: 4576.933594
	Iteration 56Q: 3 clusters Score -1294803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1294807.000000 Penalty: 4576.933594
	Iteration 57Q: 3 clusters Score -1294807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1294810.625000 Penalty: 4576.933594
	Iteration 58Q: 3 clusters Score -1294811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1294814.500000 Penalty: 4576.933594
	Iteration 59Q: 3 clusters Score -1294814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1294815.500000 Penalty: 4576.933594
	Iteration 60F: 3 clusters Score -1294816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1294816.750000 Penalty: 4576.933594
	Iteration 61Q: 3 clusters Score -1294817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1294816.750000 Penalty: 4576.933594
	Iteration 62Q: 3 clusters Score -1294817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1294816.750000 Penalty: 4576.933594
	Iteration 63F: 3 clusters Score -1294817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -64230.863281 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -64230.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62802.304688 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -62802.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63157.628906 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -63157.63 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -63311.605469 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -63311.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -63359.628906 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -63359.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63377.808594 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -63377.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -63384.000000 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -63384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -63399.500000 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -63399.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -63406.476562 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -63406.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -63410.421875 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -63410.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -63412.730469 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -63412.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -63416.125000 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -63416.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -63419.378906 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -63419.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -63429.214844 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -63429.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -63442.964844 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -63442.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -63447.656250 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -63447.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -63459.757812 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -63459.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -63464.093750 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -63464.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -63464.093750 Penalty: 3115.076416
	Iteration 17F: 3 clusters Score -63464.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -59463.003906 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -59463 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 243 members 
Entering Unmasked Estep 
Score: -57981.792969 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -57981.79 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58265.179688 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -58265.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58477.191406 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -58477.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58538.585938 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -58538.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58572.636719 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -58572.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -58602.406250 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -58602.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -58623.589844 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -58623.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -58641.617188 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -58641.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58649.921875 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -58649.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -58660.128906 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -58660.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -58671.445312 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -58671.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -58677.757812 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -58677.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58679.789062 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -58679.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58679.789062 Penalty: 3060.126709
	Iteration 13F: 3 clusters Score -58679.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Entering Unmasked Estep 
Score: -198900.156250 Penalty: 1821.810547
	Iteration 0F: 2 clusters Score -198900.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -196593.015625 Penalty: 3643.621094
	Iteration 0F: 3 clusters Score -196593 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -197120.062500 Penalty: 3643.621094
	Iteration 1F: 3 clusters Score -197120.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -197373.234375 Penalty: 3643.621094
	Iteration 2F: 3 clusters Score -197373.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -197580.937500 Penalty: 3643.621094
	Iteration 3F: 3 clusters Score -197580.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -197741.734375 Penalty: 3643.621094
	Iteration 4F: 3 clusters Score -197741.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -197837.109375 Penalty: 3643.621094
	Iteration 5Q: 3 clusters Score -197837.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -197913.953125 Penalty: 3643.621094
	Iteration 6Q: 3 clusters Score -197914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -197948.578125 Penalty: 3643.621094
	Iteration 7Q: 3 clusters Score -197948.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -197964.921875 Penalty: 3643.621094
	Iteration 8Q: 3 clusters Score -197964.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -197974.453125 Penalty: 3643.621094
	Iteration 9Q: 3 clusters Score -197974.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -197982.843750 Penalty: 3643.621094
	Iteration 10Q: 3 clusters Score -197982.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -197990.937500 Penalty: 3643.621094
	Iteration 11Q: 3 clusters Score -197990.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -197996.265625 Penalty: 3643.621094
	Iteration 12Q: 3 clusters Score -197996.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -197997.796875 Penalty: 3643.621094
	Iteration 13Q: 3 clusters Score -197997.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -197997.796875 Penalty: 3643.621094
	Iteration 14F: 3 clusters Score -197997.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (14063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Entering Unmasked Estep 
Score: -1918089.500000 Penalty: 2368.723145
	Iteration 0F: 2 clusters Score -1918090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1907939.750000 Penalty: 4737.446289
	Iteration 0F: 3 clusters Score -1907940 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1911161.625000 Penalty: 4737.446289
	Iteration 1F: 3 clusters Score -1911162 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1911555.750000 Penalty: 4737.446289
	Iteration 2F: 3 clusters Score -1911556 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1911930.250000 Penalty: 4737.446289
	Iteration 3F: 3 clusters Score -1911930 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1912288.625000 Penalty: 4737.446289
	Iteration 4F: 3 clusters Score -1912289 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1912656.250000 Penalty: 4737.446289
	Iteration 5F: 3 clusters Score -1912656 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1913086.375000 Penalty: 4737.446289
	Iteration 6F: 3 clusters Score -1913086 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1913554.125000 Penalty: 4737.446289
	Iteration 7F: 3 clusters Score -1913554 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1914038.500000 Penalty: 4737.446289
	Iteration 8F: 3 clusters Score -1914038 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1914547.875000 Penalty: 4737.446289
	Iteration 9F: 3 clusters Score -1914548 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1915042.625000 Penalty: 4737.446289
	Iteration 10Q: 3 clusters Score -1915043 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1915438.250000 Penalty: 4737.446289
	Iteration 11Q: 3 clusters Score -1915438 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1915788.000000 Penalty: 4737.446289
	Iteration 12Q: 3 clusters Score -1915788 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1916019.750000 Penalty: 4737.446289
	Iteration 13Q: 3 clusters Score -1916020 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1916176.375000 Penalty: 4737.446289
	Iteration 14Q: 3 clusters Score -1916176 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1916293.125000 Penalty: 4737.446289
	Iteration 15Q: 3 clusters Score -1916293 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1916414.125000 Penalty: 4737.446289
	Iteration 16Q: 3 clusters Score -1916414 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1916512.250000 Penalty: 4737.446289
	Iteration 17Q: 3 clusters Score -1916512 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1916618.125000 Penalty: 4737.446289
	Iteration 18Q: 3 clusters Score -1916618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1916679.250000 Penalty: 4737.446289
	Iteration 19Q: 3 clusters Score -1916679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1916724.375000 Penalty: 4737.446289
	Iteration 20F: 3 clusters Score -1916724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1916774.875000 Penalty: 4737.446289
	Iteration 21Q: 3 clusters Score -1916775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1916811.250000 Penalty: 4737.446289
	Iteration 22Q: 3 clusters Score -1916811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1916826.000000 Penalty: 4737.446289
	Iteration 23Q: 3 clusters Score -1916826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1916839.250000 Penalty: 4737.446289
	Iteration 24Q: 3 clusters Score -1916839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1916857.375000 Penalty: 4737.446289
	Iteration 25Q: 3 clusters Score -1916857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1916863.375000 Penalty: 4737.446289
	Iteration 26Q: 3 clusters Score -1916863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1916865.625000 Penalty: 4737.446289
	Iteration 27Q: 3 clusters Score -1916866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1916867.625000 Penalty: 4737.446289
	Iteration 28Q: 3 clusters Score -1916868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1916870.375000 Penalty: 4737.446289
	Iteration 29Q: 3 clusters Score -1916870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1916867.250000 Penalty: 4737.446289
	Iteration 30Q: 3 clusters Score -1916867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1916869.125000 Penalty: 4737.446289
	Iteration 31Q: 3 clusters Score -1916869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1916869.125000 Penalty: 4737.446289
	Iteration 32F: 3 clusters Score -1916869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Entering Unmasked Estep 
Score: -878253.375000 Penalty: 2177.825684
	Iteration 0F: 2 clusters Score -878253.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -872785.875000 Penalty: 4355.651367
	Iteration 0F: 3 clusters Score -872785.9 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -874189.875000 Penalty: 4355.651367
	Iteration 1F: 3 clusters Score -874189.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -874450.125000 Penalty: 4355.651367
	Iteration 2F: 3 clusters Score -874450.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -874641.875000 Penalty: 4355.651367
	Iteration 3F: 3 clusters Score -874641.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -874796.812500 Penalty: 4355.651367
	Iteration 4Q: 3 clusters Score -874796.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -874913.562500 Penalty: 4355.651367
	Iteration 5Q: 3 clusters Score -874913.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -875010.250000 Penalty: 4355.651367
	Iteration 6Q: 3 clusters Score -875010.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -875098.437500 Penalty: 4355.651367
	Iteration 7Q: 3 clusters Score -875098.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -875189.062500 Penalty: 4355.651367
	Iteration 8Q: 3 clusters Score -875189.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -875305.187500 Penalty: 4355.651367
	Iteration 9Q: 3 clusters Score -875305.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -875430.000000 Penalty: 4355.651367
	Iteration 10Q: 3 clusters Score -875430 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -875552.187500 Penalty: 4355.651367
	Iteration 11Q: 3 clusters Score -875552.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -875663.687500 Penalty: 4355.651367
	Iteration 12Q: 3 clusters Score -875663.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -875763.687500 Penalty: 4355.651367
	Iteration 13Q: 3 clusters Score -875763.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -875867.812500 Penalty: 4355.651367
	Iteration 14Q: 3 clusters Score -875867.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -875964.312500 Penalty: 4355.651367
	Iteration 15Q: 3 clusters Score -875964.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -876039.500000 Penalty: 4355.651367
	Iteration 16Q: 3 clusters Score -876039.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -876104.812500 Penalty: 4355.651367
	Iteration 17Q: 3 clusters Score -876104.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -876154.187500 Penalty: 4355.651367
	Iteration 18Q: 3 clusters Score -876154.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -876192.312500 Penalty: 4355.651367
	Iteration 19Q: 3 clusters Score -876192.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -876226.187500 Penalty: 4355.651367
	Iteration 20F: 3 clusters Score -876226.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -876253.562500 Penalty: 4355.651367
	Iteration 21Q: 3 clusters Score -876253.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -876277.000000 Penalty: 4355.651367
	Iteration 22Q: 3 clusters Score -876277 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -876299.250000 Penalty: 4355.651367
	Iteration 23Q: 3 clusters Score -876299.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -876306.375000 Penalty: 4355.651367
	Iteration 24Q: 3 clusters Score -876306.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -876315.125000 Penalty: 4355.651367
	Iteration 25Q: 3 clusters Score -876315.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -876326.562500 Penalty: 4355.651367
	Iteration 26Q: 3 clusters Score -876326.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -876337.812500 Penalty: 4355.651367
	Iteration 27Q: 3 clusters Score -876337.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -876346.437500 Penalty: 4355.651367
	Iteration 28Q: 3 clusters Score -876346.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -876352.437500 Penalty: 4355.651367
	Iteration 29Q: 3 clusters Score -876352.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -876356.625000 Penalty: 4355.651367
	Iteration 30Q: 3 clusters Score -876356.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -876358.500000 Penalty: 4355.651367
	Iteration 31Q: 3 clusters Score -876358.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -876360.437500 Penalty: 4355.651367
	Iteration 32Q: 3 clusters Score -876360.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -876360.500000 Penalty: 4355.651367
	Iteration 33Q: 3 clusters Score -876360.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -876360.500000 Penalty: 4355.651367
	Iteration 34F: 3 clusters Score -876360.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -62351.671875 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -62351.67 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 284 members 
Entering Unmasked Estep 
Score: -60818.839844 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -60818.84 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61037.253906 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -61037.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61156.136719 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -61156.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61239.664062 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -61239.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61282.921875 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -61282.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61308.687500 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -61308.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61338.066406 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -61338.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61352.800781 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -61352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61362.707031 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -61362.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61367.597656 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -61367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61375.937500 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -61375.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61393.312500 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -61393.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61401.613281 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -61401.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61404.113281 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -61404.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61404.113281 Penalty: 3107.589355
	Iteration 14F: 3 clusters Score -61404.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Entering Unmasked Estep 
Score: -1284619.625000 Penalty: 2293.580811
	Iteration 0F: 2 clusters Score -1284620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1276635.500000 Penalty: 4587.161621
	Iteration 0F: 3 clusters Score -1276636 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1279094.250000 Penalty: 4587.161621
	Iteration 1F: 3 clusters Score -1279094 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1279562.625000 Penalty: 4587.161621
	Iteration 2F: 3 clusters Score -1279563 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1279997.375000 Penalty: 4587.161621
	Iteration 3F: 3 clusters Score -1279997 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1280354.500000 Penalty: 4587.161621
	Iteration 4F: 3 clusters Score -1280354 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1280606.875000 Penalty: 4587.161621
	Iteration 5Q: 3 clusters Score -1280607 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1280804.125000 Penalty: 4587.161621
	Iteration 6Q: 3 clusters Score -1280804 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1280960.875000 Penalty: 4587.161621
	Iteration 7Q: 3 clusters Score -1280961 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1281093.375000 Penalty: 4587.161621
	Iteration 8Q: 3 clusters Score -1281093 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1281214.375000 Penalty: 4587.161621
	Iteration 9Q: 3 clusters Score -1281214 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1281317.875000 Penalty: 4587.161621
	Iteration 10Q: 3 clusters Score -1281318 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1281421.875000 Penalty: 4587.161621
	Iteration 11Q: 3 clusters Score -1281422 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1281525.125000 Penalty: 4587.161621
	Iteration 12Q: 3 clusters Score -1281525 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1281623.875000 Penalty: 4587.161621
	Iteration 13Q: 3 clusters Score -1281624 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1281700.250000 Penalty: 4587.161621
	Iteration 14Q: 3 clusters Score -1281700 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1281774.500000 Penalty: 4587.161621
	Iteration 15Q: 3 clusters Score -1281774 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1281844.875000 Penalty: 4587.161621
	Iteration 16Q: 3 clusters Score -1281845 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1281889.625000 Penalty: 4587.161621
	Iteration 17Q: 3 clusters Score -1281890 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1281937.250000 Penalty: 4587.161621
	Iteration 18Q: 3 clusters Score -1281937 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1281983.500000 Penalty: 4587.161621
	Iteration 19Q: 3 clusters Score -1281984 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1282014.000000 Penalty: 4587.161621
	Iteration 20F: 3 clusters Score -1282014 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1282044.750000 Penalty: 4587.161621
	Iteration 21Q: 3 clusters Score -1282045 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1282075.875000 Penalty: 4587.161621
	Iteration 22Q: 3 clusters Score -1282076 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1282114.250000 Penalty: 4587.161621
	Iteration 23Q: 3 clusters Score -1282114 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1282157.125000 Penalty: 4587.161621
	Iteration 24Q: 3 clusters Score -1282157 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1282194.125000 Penalty: 4587.161621
	Iteration 25Q: 3 clusters Score -1282194 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1282216.875000 Penalty: 4587.161621
	Iteration 26Q: 3 clusters Score -1282217 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1282240.375000 Penalty: 4587.161621
	Iteration 27Q: 3 clusters Score -1282240 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1282257.375000 Penalty: 4587.161621
	Iteration 28Q: 3 clusters Score -1282257 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1282269.750000 Penalty: 4587.161621
	Iteration 29Q: 3 clusters Score -1282270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1282283.375000 Penalty: 4587.161621
	Iteration 30Q: 3 clusters Score -1282283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1282285.750000 Penalty: 4587.161621
	Iteration 31Q: 3 clusters Score -1282286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1282287.875000 Penalty: 4587.161621
	Iteration 32Q: 3 clusters Score -1282288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1282295.625000 Penalty: 4587.161621
	Iteration 33Q: 3 clusters Score -1282296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1282295.875000 Penalty: 4587.161621
	Iteration 34Q: 3 clusters Score -1282296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1282301.125000 Penalty: 4587.161621
	Iteration 35Q: 3 clusters Score -1282301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1282304.625000 Penalty: 4587.161621
	Iteration 36Q: 3 clusters Score -1282305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1282309.250000 Penalty: 4587.161621
	Iteration 37Q: 3 clusters Score -1282309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1282307.375000 Penalty: 4587.161621
	Iteration 38Q: 3 clusters Score -1282307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1282311.750000 Penalty: 4587.161621
	Iteration 39Q: 3 clusters Score -1282312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1282315.500000 Penalty: 4587.161621
	Iteration 40F: 3 clusters Score -1282316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1282320.250000 Penalty: 4587.161621
	Iteration 41Q: 3 clusters Score -1282320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1282328.625000 Penalty: 4587.161621
	Iteration 42Q: 3 clusters Score -1282329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1282333.500000 Penalty: 4587.161621
	Iteration 43Q: 3 clusters Score -1282334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1282332.000000 Penalty: 4587.161621
	Iteration 44Q: 3 clusters Score -1282332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1282332.500000 Penalty: 4587.161621
	Iteration 45Q: 3 clusters Score -1282332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1282336.625000 Penalty: 4587.161621
	Iteration 46Q: 3 clusters Score -1282337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1282338.500000 Penalty: 4587.161621
	Iteration 47Q: 3 clusters Score -1282338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1282340.375000 Penalty: 4587.161621
	Iteration 48Q: 3 clusters Score -1282340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1282343.125000 Penalty: 4587.161621
	Iteration 49Q: 3 clusters Score -1282343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1282342.250000 Penalty: 4587.161621
	Iteration 50Q: 3 clusters Score -1282342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1282344.500000 Penalty: 4587.161621
	Iteration 51Q: 3 clusters Score -1282344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1282348.875000 Penalty: 4587.161621
	Iteration 52Q: 3 clusters Score -1282349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1282348.875000 Penalty: 4587.161621
	Iteration 53Q: 3 clusters Score -1282349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1282352.250000 Penalty: 4587.161621
	Iteration 54Q: 3 clusters Score -1282352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1282352.000000 Penalty: 4587.161621
	Iteration 55Q: 3 clusters Score -1282352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1282353.750000 Penalty: 4587.161621
	Iteration 56Q: 3 clusters Score -1282354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1282353.750000 Penalty: 4587.161621
	Iteration 57Q: 3 clusters Score -1282354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1282355.625000 Penalty: 4587.161621
	Iteration 58Q: 3 clusters Score -1282356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1282352.750000 Penalty: 4587.161621
	Iteration 59Q: 3 clusters Score -1282353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1282359.000000 Penalty: 4587.161621
	Iteration 60F: 3 clusters Score -1282359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1282358.750000 Penalty: 4587.161621
	Iteration 61Q: 3 clusters Score -1282359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1282358.000000 Penalty: 4587.161621
	Iteration 62Q: 3 clusters Score -1282358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1282361.875000 Penalty: 4587.161621
	Iteration 63Q: 3 clusters Score -1282362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1282364.375000 Penalty: 4587.161621
	Iteration 64Q: 3 clusters Score -1282364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1282366.000000 Penalty: 4587.161621
	Iteration 65Q: 3 clusters Score -1282366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1282366.500000 Penalty: 4587.161621
	Iteration 66Q: 3 clusters Score -1282366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1282367.500000 Penalty: 4587.161621
	Iteration 67Q: 3 clusters Score -1282368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1282368.625000 Penalty: 4587.161621
	Iteration 68Q: 3 clusters Score -1282369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1282366.375000 Penalty: 4587.161621
	Iteration 69Q: 3 clusters Score -1282366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1282370.000000 Penalty: 4587.161621
	Iteration 70Q: 3 clusters Score -1282370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1282370.375000 Penalty: 4587.161621
	Iteration 71Q: 3 clusters Score -1282370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1282373.375000 Penalty: 4587.161621
	Iteration 72Q: 3 clusters Score -1282373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1282376.375000 Penalty: 4587.161621
	Iteration 73Q: 3 clusters Score -1282376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1282377.875000 Penalty: 4587.161621
	Iteration 74Q: 3 clusters Score -1282378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1282381.750000 Penalty: 4587.161621
	Iteration 75Q: 3 clusters Score -1282382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1282387.125000 Penalty: 4587.161621
	Iteration 76Q: 3 clusters Score -1282387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1282388.125000 Penalty: 4587.161621
	Iteration 77Q: 3 clusters Score -1282388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1282390.875000 Penalty: 4587.161621
	Iteration 78Q: 3 clusters Score -1282391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1282394.750000 Penalty: 4587.161621
	Iteration 79Q: 3 clusters Score -1282395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1282395.875000 Penalty: 4587.161621
	Iteration 80F: 3 clusters Score -1282396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1282401.000000 Penalty: 4587.161621
	Iteration 81Q: 3 clusters Score -1282401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1282408.375000 Penalty: 4587.161621
	Iteration 82Q: 3 clusters Score -1282408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1282411.750000 Penalty: 4587.161621
	Iteration 83Q: 3 clusters Score -1282412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1282413.625000 Penalty: 4587.161621
	Iteration 84Q: 3 clusters Score -1282414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1282417.375000 Penalty: 4587.161621
	Iteration 85Q: 3 clusters Score -1282417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1282421.625000 Penalty: 4587.161621
	Iteration 86Q: 3 clusters Score -1282422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1282430.375000 Penalty: 4587.161621
	Iteration 87Q: 3 clusters Score -1282430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1282430.500000 Penalty: 4587.161621
	Iteration 88Q: 3 clusters Score -1282430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1282434.875000 Penalty: 4587.161621
	Iteration 89Q: 3 clusters Score -1282435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1282436.750000 Penalty: 4587.161621
	Iteration 90Q: 3 clusters Score -1282437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1282441.250000 Penalty: 4587.161621
	Iteration 91Q: 3 clusters Score -1282441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1282445.000000 Penalty: 4587.161621
	Iteration 92Q: 3 clusters Score -1282445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1282448.125000 Penalty: 4587.161621
	Iteration 93Q: 3 clusters Score -1282448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1282449.500000 Penalty: 4587.161621
	Iteration 94Q: 3 clusters Score -1282450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1282450.500000 Penalty: 4587.161621
	Iteration 95Q: 3 clusters Score -1282450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1282455.375000 Penalty: 4587.161621
	Iteration 96Q: 3 clusters Score -1282455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1282455.375000 Penalty: 4587.161621
	Iteration 97Q: 3 clusters Score -1282455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1282461.750000 Penalty: 4587.161621
	Iteration 98Q: 3 clusters Score -1282462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1282461.375000 Penalty: 4587.161621
	Iteration 99Q: 3 clusters Score -1282461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1282464.875000 Penalty: 4587.161621
	Iteration 100F: 3 clusters Score -1282465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1282468.125000 Penalty: 4587.161621
	Iteration 101Q: 3 clusters Score -1282468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1282469.000000 Penalty: 4587.161621
	Iteration 102Q: 3 clusters Score -1282469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1282472.000000 Penalty: 4587.161621
	Iteration 103Q: 3 clusters Score -1282472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1282475.000000 Penalty: 4587.161621
	Iteration 104Q: 3 clusters Score -1282475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1282478.500000 Penalty: 4587.161621
	Iteration 105Q: 3 clusters Score -1282478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1282480.250000 Penalty: 4587.161621
	Iteration 106Q: 3 clusters Score -1282480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1282485.375000 Penalty: 4587.161621
	Iteration 107Q: 3 clusters Score -1282485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1282483.875000 Penalty: 4587.161621
	Iteration 108Q: 3 clusters Score -1282484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1282489.250000 Penalty: 4587.161621
	Iteration 109Q: 3 clusters Score -1282489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1282491.875000 Penalty: 4587.161621
	Iteration 110Q: 3 clusters Score -1282492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1282491.125000 Penalty: 4587.161621
	Iteration 111Q: 3 clusters Score -1282491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1282495.375000 Penalty: 4587.161621
	Iteration 112Q: 3 clusters Score -1282495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1282497.750000 Penalty: 4587.161621
	Iteration 113Q: 3 clusters Score -1282498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1282495.500000 Penalty: 4587.161621
	Iteration 114Q: 3 clusters Score -1282496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1282497.250000 Penalty: 4587.161621
	Iteration 115Q: 3 clusters Score -1282497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1282501.875000 Penalty: 4587.161621
	Iteration 116Q: 3 clusters Score -1282502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1282499.500000 Penalty: 4587.161621
	Iteration 117Q: 3 clusters Score -1282500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1282499.750000 Penalty: 4587.161621
	Iteration 118Q: 3 clusters Score -1282500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1282497.625000 Penalty: 4587.161621
	Iteration 119Q: 3 clusters Score -1282498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1282498.125000 Penalty: 4587.161621
	Iteration 120F: 3 clusters Score -1282498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1282498.250000 Penalty: 4587.161621
	Iteration 121Q: 3 clusters Score -1282498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1282503.000000 Penalty: 4587.161621
	Iteration 122Q: 3 clusters Score -1282503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1282503.375000 Penalty: 4587.161621
	Iteration 123Q: 3 clusters Score -1282503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1282504.875000 Penalty: 4587.161621
	Iteration 124Q: 3 clusters Score -1282505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1282509.875000 Penalty: 4587.161621
	Iteration 125Q: 3 clusters Score -1282510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1282515.750000 Penalty: 4587.161621
	Iteration 126Q: 3 clusters Score -1282516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1282520.875000 Penalty: 4587.161621
	Iteration 127Q: 3 clusters Score -1282521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1282524.000000 Penalty: 4587.161621
	Iteration 128Q: 3 clusters Score -1282524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1282525.500000 Penalty: 4587.161621
	Iteration 129Q: 3 clusters Score -1282526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1282526.000000 Penalty: 4587.161621
	Iteration 130Q: 3 clusters Score -1282526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1282527.500000 Penalty: 4587.161621
	Iteration 131Q: 3 clusters Score -1282528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1282528.875000 Penalty: 4587.161621
	Iteration 132Q: 3 clusters Score -1282529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1282529.625000 Penalty: 4587.161621
	Iteration 133Q: 3 clusters Score -1282530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1282530.625000 Penalty: 4587.161621
	Iteration 134Q: 3 clusters Score -1282531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1282533.500000 Penalty: 4587.161621
	Iteration 135Q: 3 clusters Score -1282534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1282532.125000 Penalty: 4587.161621
	Iteration 136Q: 3 clusters Score -1282532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1282532.125000 Penalty: 4587.161621
	Iteration 137F: 3 clusters Score -1282532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6801 members 
Mstep: Class 3 contains 21791 members 
Mstep: Class 4 contains 87163 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30025 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 159404 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26419 members 
Mstep: Class 12 contains 22277 members 
Mstep: Class 13 contains 164953 members 
Mstep: Class 14 contains 21790 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6523 members 
Mstep: Class 17 contains 64431 members 
Mstep: Class 18 contains 37199 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8357 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10175 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906160.000000 Penalty: 120936.960938
Iteration 239Q: 37 clusters Score -1.009062e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6801 members 
Mstep: Class 3 contains 21791 members 
Mstep: Class 4 contains 87162 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30023 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 159407 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 22276 members 
Mstep: Class 13 contains 164953 members 
Mstep: Class 14 contains 21790 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6518 members 
Mstep: Class 17 contains 64430 members 
Mstep: Class 18 contains 37199 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8362 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10176 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906176.000000 Penalty: 120936.960938
Iteration 240F: 37 clusters Score -1.009062e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6802 members 
Mstep: Class 3 contains 21791 members 
Mstep: Class 4 contains 87162 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30021 members 
Mstep: Class 8 contains 4578 members 
Mstep: Class 9 contains 159409 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 22276 members 
Mstep: Class 13 contains 164952 members 
Mstep: Class 14 contains 21789 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6514 members 
Mstep: Class 17 contains 64430 members 
Mstep: Class 18 contains 37199 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8365 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10177 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906176.000000 Penalty: 120936.960938
Iteration 241Q: 37 clusters Score -1.009062e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 21792 members 
Mstep: Class 4 contains 87162 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30018 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 159409 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 22277 members 
Mstep: Class 13 contains 164952 members 
Mstep: Class 14 contains 21789 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6509 members 
Mstep: Class 17 contains 64430 members 
Mstep: Class 18 contains 37199 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8369 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10179 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906160.000000 Penalty: 120936.960938
Iteration 242Q: 37 clusters Score -1.009062e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 21791 members 
Mstep: Class 4 contains 87159 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30019 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 159409 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 22277 members 
Mstep: Class 13 contains 164953 members 
Mstep: Class 14 contains 21788 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6505 members 
Mstep: Class 17 contains 64430 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8374 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10181 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906184.000000 Penalty: 120936.960938
Iteration 243Q: 37 clusters Score -1.009062e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 21791 members 
Mstep: Class 4 contains 87159 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30019 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 159409 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 22278 members 
Mstep: Class 13 contains 164953 members 
Mstep: Class 14 contains 21787 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6500 members 
Mstep: Class 17 contains 64429 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8380 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10181 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906224.000000 Penalty: 120936.960938
Iteration 244Q: 37 clusters Score -1.009062e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 21791 members 
Mstep: Class 4 contains 87159 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30019 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159409 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 22277 members 
Mstep: Class 13 contains 164953 members 
Mstep: Class 14 contains 21787 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6497 members 
Mstep: Class 17 contains 64429 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8385 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10181 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906248.000000 Penalty: 120936.960938
Iteration 245Q: 37 clusters Score -1.009062e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 21791 members 
Mstep: Class 4 contains 87159 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30021 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159409 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 22277 members 
Mstep: Class 13 contains 164953 members 
Mstep: Class 14 contains 21787 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 64429 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8389 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10181 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906272.000000 Penalty: 120936.960938
Iteration 246Q: 37 clusters Score -1.009063e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 21790 members 
Mstep: Class 4 contains 87159 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30021 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159409 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 22277 members 
Mstep: Class 13 contains 164953 members 
Mstep: Class 14 contains 21786 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6489 members 
Mstep: Class 17 contains 64429 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8393 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10181 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906248.000000 Penalty: 120936.960938
Iteration 247Q: 37 clusters Score -1.009062e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 21790 members 
Mstep: Class 4 contains 87159 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30022 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159409 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 22277 members 
Mstep: Class 13 contains 164953 members 
Mstep: Class 14 contains 21786 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 64429 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8397 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10181 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906264.000000 Penalty: 120936.960938
Iteration 248Q: 37 clusters Score -1.009063e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 21790 members 
Mstep: Class 4 contains 87159 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30022 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159409 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 22277 members 
Mstep: Class 13 contains 164953 members 
Mstep: Class 14 contains 21786 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6483 members 
Mstep: Class 17 contains 64429 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8399 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10181 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906248.000000 Penalty: 120936.960938
Iteration 249Q: 37 clusters Score -1.009062e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 21790 members 
Mstep: Class 4 contains 87159 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30022 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159409 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 22277 members 
Mstep: Class 13 contains 164953 members 
Mstep: Class 14 contains 21785 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6481 members 
Mstep: Class 17 contains 64429 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8402 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10181 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906264.000000 Penalty: 120936.960938
Iteration 250Q: 37 clusters Score -1.009063e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 21790 members 
Mstep: Class 4 contains 87159 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30021 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159409 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 22277 members 
Mstep: Class 13 contains 164953 members 
Mstep: Class 14 contains 21784 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6481 members 
Mstep: Class 17 contains 64429 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8404 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10181 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906272.000000 Penalty: 120936.960938
Iteration 251Q: 37 clusters Score -1.009063e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 21790 members 
Mstep: Class 4 contains 87159 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30020 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159409 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 22277 members 
Mstep: Class 13 contains 164953 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6481 members 
Mstep: Class 17 contains 64429 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10182 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906264.000000 Penalty: 120936.960938
Iteration 252Q: 37 clusters Score -1.009063e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 21791 members 
Mstep: Class 4 contains 87159 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30020 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159409 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 22275 members 
Mstep: Class 13 contains 164953 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6481 members 
Mstep: Class 17 contains 64429 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3307 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10184 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906280.000000 Penalty: 120936.960938
Iteration 253Q: 37 clusters Score -1.009063e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6802 members 
Mstep: Class 3 contains 21791 members 
Mstep: Class 4 contains 87160 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30019 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159409 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 22275 members 
Mstep: Class 13 contains 164953 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6481 members 
Mstep: Class 17 contains 64429 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3307 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10185 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906264.000000 Penalty: 120936.960938
Iteration 254Q: 37 clusters Score -1.009063e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6802 members 
Mstep: Class 3 contains 21791 members 
Mstep: Class 4 contains 87160 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30020 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159409 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 22275 members 
Mstep: Class 13 contains 164952 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6480 members 
Mstep: Class 17 contains 64429 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3307 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10186 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906232.000000 Penalty: 120936.960938
Iteration 255Q: 37 clusters Score -1.009062e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6802 members 
Mstep: Class 3 contains 21790 members 
Mstep: Class 4 contains 87160 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30020 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159409 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 22275 members 
Mstep: Class 13 contains 164952 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6480 members 
Mstep: Class 17 contains 64429 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3307 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10187 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906232.000000 Penalty: 120936.960938
Iteration 256Q: 37 clusters Score -1.009062e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6802 members 
Mstep: Class 3 contains 21790 members 
Mstep: Class 4 contains 87160 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30020 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159409 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 22276 members 
Mstep: Class 13 contains 164952 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6480 members 
Mstep: Class 17 contains 64429 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3307 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10186 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906256.000000 Penalty: 120936.960938
Iteration 257Q: 37 clusters Score -1.009063e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6802 members 
Mstep: Class 3 contains 21790 members 
Mstep: Class 4 contains 87160 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30020 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159409 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 22276 members 
Mstep: Class 13 contains 164952 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6480 members 
Mstep: Class 17 contains 64429 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3307 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10186 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906256.000000 Penalty: 120936.960938
Iteration 258F: 37 clusters Score -1.009063e+08 nChanged 0
Entering ConstructFrom: 
Score: -100906256.000000 Penalty: 120936.960938
Entering ConstructFrom: 
Trying to split cluster 1 (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: -80428.750000 Penalty: 1600.889282
	Iteration 0F: 2 clusters Score -80428.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -78846.601562 Penalty: 3201.778564
	Iteration 0F: 3 clusters Score -78846.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79081.109375 Penalty: 3201.778564
	Iteration 1F: 3 clusters Score -79081.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79182.617188 Penalty: 3201.778564
	Iteration 2F: 3 clusters Score -79182.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -79245.601562 Penalty: 3201.778564
	Iteration 3Q: 3 clusters Score -79245.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79282.718750 Penalty: 3201.778564
	Iteration 4Q: 3 clusters Score -79282.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -79340.937500 Penalty: 3201.778564
	Iteration 5Q: 3 clusters Score -79340.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79385.437500 Penalty: 3201.778564
	Iteration 6Q: 3 clusters Score -79385.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79406.875000 Penalty: 3201.778564
	Iteration 7Q: 3 clusters Score -79406.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79423.671875 Penalty: 3201.778564
	Iteration 8Q: 3 clusters Score -79423.67 nChanged 6
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: -79437.898438 Penalty: 3201.778564
	Iteration 9Q: 3 clusters Score -79437.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79443.710938 Penalty: 3201.778564
	Iteration 10Q: 3 clusters Score -79443.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79444.984375 Penalty: 3201.778564
	Iteration 11Q: 3 clusters Score -79444.98 nChanged 2
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: -79447.039062 Penalty: 3201.778564
	Iteration 12Q: 3 clusters Score -79447.04 nChanged 0
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: -79447.039062 Penalty: 3201.778564
	Iteration 13F: 3 clusters Score -79447.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Entering Unmasked Estep 
Score: -863728.500000 Penalty: 2188.593018
	Iteration 0F: 2 clusters Score -863728.5 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 3327 members 
Entering Unmasked Estep 
Score: -858161.125000 Penalty: 4377.186035
	Iteration 0F: 3 clusters Score -858161.1 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -859864.375000 Penalty: 4377.186035
	Iteration 1F: 3 clusters Score -859864.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -860298.875000 Penalty: 4377.186035
	Iteration 2F: 3 clusters Score -860298.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -860616.875000 Penalty: 4377.186035
	Iteration 3F: 3 clusters Score -860616.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -860834.312500 Penalty: 4377.186035
	Iteration 4F: 3 clusters Score -860834.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -860987.375000 Penalty: 4377.186035
	Iteration 5Q: 3 clusters Score -860987.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -861114.062500 Penalty: 4377.186035
	Iteration 6Q: 3 clusters Score -861114.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -861217.312500 Penalty: 4377.186035
	Iteration 7Q: 3 clusters Score -861217.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -861330.375000 Penalty: 4377.186035
	Iteration 8Q: 3 clusters Score -861330.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -861462.937500 Penalty: 4377.186035
	Iteration 9Q: 3 clusters Score -861462.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -861593.250000 Penalty: 4377.186035
	Iteration 10Q: 3 clusters Score -861593.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -861735.500000 Penalty: 4377.186035
	Iteration 11Q: 3 clusters Score -861735.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -861861.250000 Penalty: 4377.186035
	Iteration 12Q: 3 clusters Score -861861.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -861959.500000 Penalty: 4377.186035
	Iteration 13Q: 3 clusters Score -861959.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -862035.625000 Penalty: 4377.186035
	Iteration 14Q: 3 clusters Score -862035.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -862124.250000 Penalty: 4377.186035
	Iteration 15Q: 3 clusters Score -862124.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -862199.937500 Penalty: 4377.186035
	Iteration 16Q: 3 clusters Score -862199.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -862245.437500 Penalty: 4377.186035
	Iteration 17Q: 3 clusters Score -862245.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -862279.875000 Penalty: 4377.186035
	Iteration 18Q: 3 clusters Score -862279.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -862306.562500 Penalty: 4377.186035
	Iteration 19Q: 3 clusters Score -862306.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -862327.062500 Penalty: 4377.186035
	Iteration 20F: 3 clusters Score -862327.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -862336.875000 Penalty: 4377.186035
	Iteration 21Q: 3 clusters Score -862336.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -862341.562500 Penalty: 4377.186035
	Iteration 22Q: 3 clusters Score -862341.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -862351.312500 Penalty: 4377.186035
	Iteration 23Q: 3 clusters Score -862351.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -862354.750000 Penalty: 4377.186035
	Iteration 24Q: 3 clusters Score -862354.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -862358.250000 Penalty: 4377.186035
	Iteration 25Q: 3 clusters Score -862358.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -862366.562500 Penalty: 4377.186035
	Iteration 26Q: 3 clusters Score -862366.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -862371.750000 Penalty: 4377.186035
	Iteration 27Q: 3 clusters Score -862371.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -862373.812500 Penalty: 4377.186035
	Iteration 28Q: 3 clusters Score -862373.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -862378.875000 Penalty: 4377.186035
	Iteration 29Q: 3 clusters Score -862378.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -862379.937500 Penalty: 4377.186035
	Iteration 30Q: 3 clusters Score -862379.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -862383.062500 Penalty: 4377.186035
	Iteration 31Q: 3 clusters Score -862383.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -862383.000000 Penalty: 4377.186035
	Iteration 32Q: 3 clusters Score -862383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -862385.187500 Penalty: 4377.186035
	Iteration 33Q: 3 clusters Score -862385.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -862387.437500 Penalty: 4377.186035
	Iteration 34Q: 3 clusters Score -862387.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -862388.000000 Penalty: 4377.186035
	Iteration 35Q: 3 clusters Score -862388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -862391.000000 Penalty: 4377.186035
	Iteration 36Q: 3 clusters Score -862391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -862392.562500 Penalty: 4377.186035
	Iteration 37Q: 3 clusters Score -862392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -862393.000000 Penalty: 4377.186035
	Iteration 38Q: 3 clusters Score -862393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -862394.625000 Penalty: 4377.186035
	Iteration 39Q: 3 clusters Score -862394.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -862394.750000 Penalty: 4377.186035
	Iteration 40F: 3 clusters Score -862394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -862394.812500 Penalty: 4377.186035
	Iteration 41Q: 3 clusters Score -862394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -862394.812500 Penalty: 4377.186035
	Iteration 42Q: 3 clusters Score -862394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -862396.000000 Penalty: 4377.186035
	Iteration 43Q: 3 clusters Score -862396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -862396.687500 Penalty: 4377.186035
	Iteration 44Q: 3 clusters Score -862396.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -862397.812500 Penalty: 4377.186035
	Iteration 45Q: 3 clusters Score -862397.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -862402.562500 Penalty: 4377.186035
	Iteration 46Q: 3 clusters Score -862402.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -862403.250000 Penalty: 4377.186035
	Iteration 47Q: 3 clusters Score -862403.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -862404.500000 Penalty: 4377.186035
	Iteration 48Q: 3 clusters Score -862404.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -862408.125000 Penalty: 4377.186035
	Iteration 49Q: 3 clusters Score -862408.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -862410.937500 Penalty: 4377.186035
	Iteration 50Q: 3 clusters Score -862410.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -862411.812500 Penalty: 4377.186035
	Iteration 51Q: 3 clusters Score -862411.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -862413.312500 Penalty: 4377.186035
	Iteration 52Q: 3 clusters Score -862413.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -862416.562500 Penalty: 4377.186035
	Iteration 53Q: 3 clusters Score -862416.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -862417.125000 Penalty: 4377.186035
	Iteration 54Q: 3 clusters Score -862417.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -862419.562500 Penalty: 4377.186035
	Iteration 55Q: 3 clusters Score -862419.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -862419.750000 Penalty: 4377.186035
	Iteration 56Q: 3 clusters Score -862419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -862421.187500 Penalty: 4377.186035
	Iteration 57Q: 3 clusters Score -862421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -862421.250000 Penalty: 4377.186035
	Iteration 58Q: 3 clusters Score -862421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -862421.812500 Penalty: 4377.186035
	Iteration 59Q: 3 clusters Score -862421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -862420.437500 Penalty: 4377.186035
	Iteration 60F: 3 clusters Score -862420.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -862422.312500 Penalty: 4377.186035
	Iteration 61Q: 3 clusters Score -862422.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -862424.000000 Penalty: 4377.186035
	Iteration 62Q: 3 clusters Score -862424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -862424.875000 Penalty: 4377.186035
	Iteration 63Q: 3 clusters Score -862424.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -862425.437500 Penalty: 4377.186035
	Iteration 64Q: 3 clusters Score -862425.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -862426.187500 Penalty: 4377.186035
	Iteration 65Q: 3 clusters Score -862426.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -862427.562500 Penalty: 4377.186035
	Iteration 66Q: 3 clusters Score -862427.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -862426.562500 Penalty: 4377.186035
	Iteration 67Q: 3 clusters Score -862426.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -862429.687500 Penalty: 4377.186035
	Iteration 68Q: 3 clusters Score -862429.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -862432.062500 Penalty: 4377.186035
	Iteration 69Q: 3 clusters Score -862432.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -862438.812500 Penalty: 4377.186035
	Iteration 70Q: 3 clusters Score -862438.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -862444.937500 Penalty: 4377.186035
	Iteration 71Q: 3 clusters Score -862444.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -862447.500000 Penalty: 4377.186035
	Iteration 72Q: 3 clusters Score -862447.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -862452.187500 Penalty: 4377.186035
	Iteration 73Q: 3 clusters Score -862452.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -862457.750000 Penalty: 4377.186035
	Iteration 74Q: 3 clusters Score -862457.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -862462.062500 Penalty: 4377.186035
	Iteration 75Q: 3 clusters Score -862462.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -862461.625000 Penalty: 4377.186035
	Iteration 76Q: 3 clusters Score -862461.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -862463.750000 Penalty: 4377.186035
	Iteration 77Q: 3 clusters Score -862463.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -862466.062500 Penalty: 4377.186035
	Iteration 78Q: 3 clusters Score -862466.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -862467.437500 Penalty: 4377.186035
	Iteration 79Q: 3 clusters Score -862467.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -862467.812500 Penalty: 4377.186035
	Iteration 80F: 3 clusters Score -862467.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -862468.937500 Penalty: 4377.186035
	Iteration 81Q: 3 clusters Score -862468.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -862470.437500 Penalty: 4377.186035
	Iteration 82Q: 3 clusters Score -862470.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -862469.437500 Penalty: 4377.186035
	Iteration 83Q: 3 clusters Score -862469.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -862469.187500 Penalty: 4377.186035
	Iteration 84Q: 3 clusters Score -862469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -862470.437500 Penalty: 4377.186035
	Iteration 85Q: 3 clusters Score -862470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -862470.187500 Penalty: 4377.186035
	Iteration 86Q: 3 clusters Score -862470.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -862470.187500 Penalty: 4377.186035
	Iteration 87F: 3 clusters Score -862470.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -2865692.250000 Penalty: 2477.323242
	Iteration 0F: 2 clusters Score -2865692 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 10961 members 
Entering Unmasked Estep 
Score: -2850576.000000 Penalty: 4954.646484
	Iteration 0F: 3 clusters Score -2850576 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2856514.250000 Penalty: 4954.646484
	Iteration 1F: 3 clusters Score -2856514 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2857725.500000 Penalty: 4954.646484
	Iteration 2F: 3 clusters Score -2857726 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2858996.250000 Penalty: 4954.646484
	Iteration 3F: 3 clusters Score -2858996 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2860234.500000 Penalty: 4954.646484
	Iteration 4F: 3 clusters Score -2860234 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2861286.250000 Penalty: 4954.646484
	Iteration 5F: 3 clusters Score -2861286 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2862058.500000 Penalty: 4954.646484
	Iteration 6F: 3 clusters Score -2862058 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2862544.500000 Penalty: 4954.646484
	Iteration 7Q: 3 clusters Score -2862544 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2862875.500000 Penalty: 4954.646484
	Iteration 8Q: 3 clusters Score -2862876 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2863162.750000 Penalty: 4954.646484
	Iteration 9Q: 3 clusters Score -2863163 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2863443.000000 Penalty: 4954.646484
	Iteration 10Q: 3 clusters Score -2863443 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2863713.500000 Penalty: 4954.646484
	Iteration 11Q: 3 clusters Score -2863714 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2863935.750000 Penalty: 4954.646484
	Iteration 12Q: 3 clusters Score -2863936 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2864123.000000 Penalty: 4954.646484
	Iteration 13Q: 3 clusters Score -2864123 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2864264.250000 Penalty: 4954.646484
	Iteration 14Q: 3 clusters Score -2864264 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2864407.000000 Penalty: 4954.646484
	Iteration 15Q: 3 clusters Score -2864407 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2864521.750000 Penalty: 4954.646484
	Iteration 16Q: 3 clusters Score -2864522 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2864594.750000 Penalty: 4954.646484
	Iteration 17Q: 3 clusters Score -2864595 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2864684.250000 Penalty: 4954.646484
	Iteration 18Q: 3 clusters Score -2864684 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2864744.750000 Penalty: 4954.646484
	Iteration 19Q: 3 clusters Score -2864745 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2864786.000000 Penalty: 4954.646484
	Iteration 20F: 3 clusters Score -2864786 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2864826.500000 Penalty: 4954.646484
	Iteration 21Q: 3 clusters Score -2864826 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2864858.500000 Penalty: 4954.646484
	Iteration 22Q: 3 clusters Score -2864858 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2864881.000000 Penalty: 4954.646484
	Iteration 23Q: 3 clusters Score -2864881 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2864893.250000 Penalty: 4954.646484
	Iteration 24Q: 3 clusters Score -2864893 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2864915.000000 Penalty: 4954.646484
	Iteration 25Q: 3 clusters Score -2864915 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2864924.750000 Penalty: 4954.646484
	Iteration 26Q: 3 clusters Score -2864925 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2864937.250000 Penalty: 4954.646484
	Iteration 27Q: 3 clusters Score -2864937 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2864952.000000 Penalty: 4954.646484
	Iteration 28Q: 3 clusters Score -2864952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2864954.000000 Penalty: 4954.646484
	Iteration 29Q: 3 clusters Score -2864954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2864971.250000 Penalty: 4954.646484
	Iteration 30Q: 3 clusters Score -2864971 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2864981.750000 Penalty: 4954.646484
	Iteration 31Q: 3 clusters Score -2864982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2864992.250000 Penalty: 4954.646484
	Iteration 32Q: 3 clusters Score -2864992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2864999.500000 Penalty: 4954.646484
	Iteration 33Q: 3 clusters Score -2865000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2865005.750000 Penalty: 4954.646484
	Iteration 34Q: 3 clusters Score -2865006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2865019.250000 Penalty: 4954.646484
	Iteration 35Q: 3 clusters Score -2865019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2865027.250000 Penalty: 4954.646484
	Iteration 36Q: 3 clusters Score -2865027 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2865034.000000 Penalty: 4954.646484
	Iteration 37Q: 3 clusters Score -2865034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2865028.500000 Penalty: 4954.646484
	Iteration 38Q: 3 clusters Score -2865028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2865034.500000 Penalty: 4954.646484
	Iteration 39Q: 3 clusters Score -2865034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2865035.750000 Penalty: 4954.646484
	Iteration 40F: 3 clusters Score -2865036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2865042.250000 Penalty: 4954.646484
	Iteration 41Q: 3 clusters Score -2865042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2865041.250000 Penalty: 4954.646484
	Iteration 42Q: 3 clusters Score -2865041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2865044.500000 Penalty: 4954.646484
	Iteration 43Q: 3 clusters Score -2865044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2865047.750000 Penalty: 4954.646484
	Iteration 44Q: 3 clusters Score -2865048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2865050.750000 Penalty: 4954.646484
	Iteration 45Q: 3 clusters Score -2865051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2865049.250000 Penalty: 4954.646484
	Iteration 46Q: 3 clusters Score -2865049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2865049.750000 Penalty: 4954.646484
	Iteration 47Q: 3 clusters Score -2865050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2865055.750000 Penalty: 4954.646484
	Iteration 48Q: 3 clusters Score -2865056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2865049.750000 Penalty: 4954.646484
	Iteration 49Q: 3 clusters Score -2865050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2865054.250000 Penalty: 4954.646484
	Iteration 50Q: 3 clusters Score -2865054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2865062.750000 Penalty: 4954.646484
	Iteration 51Q: 3 clusters Score -2865063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2865065.250000 Penalty: 4954.646484
	Iteration 52Q: 3 clusters Score -2865065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2865062.500000 Penalty: 4954.646484
	Iteration 53Q: 3 clusters Score -2865062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2865061.000000 Penalty: 4954.646484
	Iteration 54Q: 3 clusters Score -2865061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2865060.500000 Penalty: 4954.646484
	Iteration 55Q: 3 clusters Score -2865060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2865062.750000 Penalty: 4954.646484
	Iteration 56Q: 3 clusters Score -2865063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2865065.250000 Penalty: 4954.646484
	Iteration 57Q: 3 clusters Score -2865065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2865071.250000 Penalty: 4954.646484
	Iteration 58Q: 3 clusters Score -2865071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2865074.500000 Penalty: 4954.646484
	Iteration 59Q: 3 clusters Score -2865074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2865073.750000 Penalty: 4954.646484
	Iteration 60F: 3 clusters Score -2865074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2865072.250000 Penalty: 4954.646484
	Iteration 61Q: 3 clusters Score -2865072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2865072.500000 Penalty: 4954.646484
	Iteration 62Q: 3 clusters Score -2865072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2865070.000000 Penalty: 4954.646484
	Iteration 63Q: 3 clusters Score -2865070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2865068.750000 Penalty: 4954.646484
	Iteration 64Q: 3 clusters Score -2865069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2865069.250000 Penalty: 4954.646484
	Iteration 65Q: 3 clusters Score -2865069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2865069.000000 Penalty: 4954.646484
	Iteration 66Q: 3 clusters Score -2865069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2865070.250000 Penalty: 4954.646484
	Iteration 67Q: 3 clusters Score -2865070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2865070.750000 Penalty: 4954.646484
	Iteration 68Q: 3 clusters Score -2865071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2865070.000000 Penalty: 4954.646484
	Iteration 69Q: 3 clusters Score -2865070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2865072.000000 Penalty: 4954.646484
	Iteration 70Q: 3 clusters Score -2865072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2865072.250000 Penalty: 4954.646484
	Iteration 71Q: 3 clusters Score -2865072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2865072.250000 Penalty: 4954.646484
	Iteration 72F: 3 clusters Score -2865072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (87160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87160 members 
Entering Unmasked Estep 
Score: -11880594.000000 Penalty: 2821.124268
	Iteration 0F: 2 clusters Score -1.188059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -11822156.000000 Penalty: 5642.248535
	Iteration 0F: 3 clusters Score -1.182216e+07 nChanged 41121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -11845532.000000 Penalty: 5642.248535
	Iteration 1F: 3 clusters Score -1.184553e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -11846199.000000 Penalty: 5642.248535
	Iteration 2Q: 3 clusters Score -1.18462e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -11847070.000000 Penalty: 5642.248535
	Iteration 3Q: 3 clusters Score -1.184707e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -11848246.000000 Penalty: 5642.248535
	Iteration 4Q: 3 clusters Score -1.184825e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -11849777.000000 Penalty: 5642.248535
	Iteration 5Q: 3 clusters Score -1.184978e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -11852339.000000 Penalty: 5642.248535
	Iteration 6F: 3 clusters Score -1.185234e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57951 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -11855908.000000 Penalty: 5642.248535
	Iteration 7F: 3 clusters Score -1.185591e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -11860438.000000 Penalty: 5642.248535
	Iteration 8F: 3 clusters Score -1.186044e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68406 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -11865087.000000 Penalty: 5642.248535
	Iteration 9F: 3 clusters Score -1.186509e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72841 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -11868929.000000 Penalty: 5642.248535
	Iteration 10F: 3 clusters Score -1.186893e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76188 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -11871806.000000 Penalty: 5642.248535
	Iteration 11Q: 3 clusters Score -1.187181e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78572 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -11873876.000000 Penalty: 5642.248535
	Iteration 12Q: 3 clusters Score -1.187388e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80210 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -11875282.000000 Penalty: 5642.248535
	Iteration 13Q: 3 clusters Score -1.187528e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81364 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -11876212.000000 Penalty: 5642.248535
	Iteration 14Q: 3 clusters Score -1.187621e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -11876857.000000 Penalty: 5642.248535
	Iteration 15Q: 3 clusters Score -1.187686e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82820 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -11877252.000000 Penalty: 5642.248535
	Iteration 16Q: 3 clusters Score -1.187725e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83258 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -11877575.000000 Penalty: 5642.248535
	Iteration 17Q: 3 clusters Score -1.187758e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -11877718.000000 Penalty: 5642.248535
	Iteration 18Q: 3 clusters Score -1.187772e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83878 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -11877838.000000 Penalty: 5642.248535
	Iteration 19Q: 3 clusters Score -1.187784e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84096 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -11877951.000000 Penalty: 5642.248535
	Iteration 20F: 3 clusters Score -1.187795e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84285 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -11878028.000000 Penalty: 5642.248535
	Iteration 21Q: 3 clusters Score -1.187803e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84454 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -11878100.000000 Penalty: 5642.248535
	Iteration 22Q: 3 clusters Score -1.18781e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84594 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -11878148.000000 Penalty: 5642.248535
	Iteration 23Q: 3 clusters Score -1.187815e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84716 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -11878185.000000 Penalty: 5642.248535
	Iteration 24Q: 3 clusters Score -1.187818e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84822 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -11878196.000000 Penalty: 5642.248535
	Iteration 25Q: 3 clusters Score -1.18782e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84908 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -11878240.000000 Penalty: 5642.248535
	Iteration 26Q: 3 clusters Score -1.187824e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84971 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -11878257.000000 Penalty: 5642.248535
	Iteration 27Q: 3 clusters Score -1.187826e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85022 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -11878286.000000 Penalty: 5642.248535
	Iteration 28Q: 3 clusters Score -1.187829e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85057 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -11878286.000000 Penalty: 5642.248535
	Iteration 29Q: 3 clusters Score -1.187829e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85092 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -11878271.000000 Penalty: 5642.248535
	Iteration 30Q: 3 clusters Score -1.187827e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85115 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -11878278.000000 Penalty: 5642.248535
	Iteration 31Q: 3 clusters Score -1.187828e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85135 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -11878278.000000 Penalty: 5642.248535
	Iteration 32Q: 3 clusters Score -1.187828e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85153 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -11878263.000000 Penalty: 5642.248535
	Iteration 33Q: 3 clusters Score -1.187826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85163 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -11878279.000000 Penalty: 5642.248535
	Iteration 34Q: 3 clusters Score -1.187828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85176 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -11878279.000000 Penalty: 5642.248535
	Iteration 35Q: 3 clusters Score -1.187828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85187 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -11878291.000000 Penalty: 5642.248535
	Iteration 36Q: 3 clusters Score -1.187829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -11878284.000000 Penalty: 5642.248535
	Iteration 37Q: 3 clusters Score -1.187828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85214 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -11878292.000000 Penalty: 5642.248535
	Iteration 38Q: 3 clusters Score -1.187829e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85228 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -11878298.000000 Penalty: 5642.248535
	Iteration 39Q: 3 clusters Score -1.18783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85238 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -11878315.000000 Penalty: 5642.248535
	Iteration 40F: 3 clusters Score -1.187832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -11878311.000000 Penalty: 5642.248535
	Iteration 41Q: 3 clusters Score -1.187831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85249 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -11878324.000000 Penalty: 5642.248535
	Iteration 42Q: 3 clusters Score -1.187832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85255 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -11878325.000000 Penalty: 5642.248535
	Iteration 43Q: 3 clusters Score -1.187832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85263 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -11878320.000000 Penalty: 5642.248535
	Iteration 44Q: 3 clusters Score -1.187832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85270 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -11878318.000000 Penalty: 5642.248535
	Iteration 45Q: 3 clusters Score -1.187832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85280 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -11878313.000000 Penalty: 5642.248535
	Iteration 46Q: 3 clusters Score -1.187831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85285 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -11878310.000000 Penalty: 5642.248535
	Iteration 47Q: 3 clusters Score -1.187831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85289 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -11878317.000000 Penalty: 5642.248535
	Iteration 48Q: 3 clusters Score -1.187832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85292 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -11878319.000000 Penalty: 5642.248535
	Iteration 49Q: 3 clusters Score -1.187832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85295 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -11878320.000000 Penalty: 5642.248535
	Iteration 50Q: 3 clusters Score -1.187832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85297 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -11878316.000000 Penalty: 5642.248535
	Iteration 51Q: 3 clusters Score -1.187832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85301 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -11878323.000000 Penalty: 5642.248535
	Iteration 52Q: 3 clusters Score -1.187832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85305 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -11878321.000000 Penalty: 5642.248535
	Iteration 53Q: 3 clusters Score -1.187832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85311 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -11878316.000000 Penalty: 5642.248535
	Iteration 54Q: 3 clusters Score -1.187832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85314 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -11878311.000000 Penalty: 5642.248535
	Iteration 55Q: 3 clusters Score -1.187831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85317 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -11878306.000000 Penalty: 5642.248535
	Iteration 56Q: 3 clusters Score -1.187831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85320 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -11878308.000000 Penalty: 5642.248535
	Iteration 57Q: 3 clusters Score -1.187831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85321 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -11878313.000000 Penalty: 5642.248535
	Iteration 58Q: 3 clusters Score -1.187831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85324 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -11878309.000000 Penalty: 5642.248535
	Iteration 59Q: 3 clusters Score -1.187831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85324 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -11878309.000000 Penalty: 5642.248535
	Iteration 60F: 3 clusters Score -1.187831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -546807.312500 Penalty: 2063.833252
	Iteration 0F: 2 clusters Score -546807.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -542864.500000 Penalty: 4127.666504
	Iteration 0F: 3 clusters Score -542864.5 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -543749.625000 Penalty: 4127.666504
	Iteration 1F: 3 clusters Score -543749.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -543978.000000 Penalty: 4127.666504
	Iteration 2F: 3 clusters Score -543978 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -544142.812500 Penalty: 4127.666504
	Iteration 3Q: 3 clusters Score -544142.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -544328.562500 Penalty: 4127.666504
	Iteration 4Q: 3 clusters Score -544328.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -544491.125000 Penalty: 4127.666504
	Iteration 5Q: 3 clusters Score -544491.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -544662.125000 Penalty: 4127.666504
	Iteration 6Q: 3 clusters Score -544662.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -544803.875000 Penalty: 4127.666504
	Iteration 7Q: 3 clusters Score -544803.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -544992.500000 Penalty: 4127.666504
	Iteration 8Q: 3 clusters Score -544992.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -545247.437500 Penalty: 4127.666504
	Iteration 9Q: 3 clusters Score -545247.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -545436.312500 Penalty: 4127.666504
	Iteration 10Q: 3 clusters Score -545436.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -545586.125000 Penalty: 4127.666504
	Iteration 11Q: 3 clusters Score -545586.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -545675.375000 Penalty: 4127.666504
	Iteration 12Q: 3 clusters Score -545675.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -545736.000000 Penalty: 4127.666504
	Iteration 13Q: 3 clusters Score -545736 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -545776.187500 Penalty: 4127.666504
	Iteration 14Q: 3 clusters Score -545776.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -545795.000000 Penalty: 4127.666504
	Iteration 15Q: 3 clusters Score -545795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -545809.937500 Penalty: 4127.666504
	Iteration 16Q: 3 clusters Score -545809.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -545819.437500 Penalty: 4127.666504
	Iteration 17Q: 3 clusters Score -545819.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -545829.187500 Penalty: 4127.666504
	Iteration 18Q: 3 clusters Score -545829.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -545836.500000 Penalty: 4127.666504
	Iteration 19Q: 3 clusters Score -545836.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -545841.187500 Penalty: 4127.666504
	Iteration 20F: 3 clusters Score -545841.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -545849.625000 Penalty: 4127.666504
	Iteration 21Q: 3 clusters Score -545849.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -545855.125000 Penalty: 4127.666504
	Iteration 22Q: 3 clusters Score -545855.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -545859.187500 Penalty: 4127.666504
	Iteration 23Q: 3 clusters Score -545859.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -545861.000000 Penalty: 4127.666504
	Iteration 24Q: 3 clusters Score -545861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -545862.875000 Penalty: 4127.666504
	Iteration 25Q: 3 clusters Score -545862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -545863.437500 Penalty: 4127.666504
	Iteration 26Q: 3 clusters Score -545863.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -545863.625000 Penalty: 4127.666504
	Iteration 27Q: 3 clusters Score -545863.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -545864.062500 Penalty: 4127.666504
	Iteration 28Q: 3 clusters Score -545864.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -545865.437500 Penalty: 4127.666504
	Iteration 29Q: 3 clusters Score -545865.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -545866.187500 Penalty: 4127.666504
	Iteration 30Q: 3 clusters Score -545866.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -545867.000000 Penalty: 4127.666504
	Iteration 31Q: 3 clusters Score -545867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -545866.500000 Penalty: 4127.666504
	Iteration 32Q: 3 clusters Score -545866.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -545867.562500 Penalty: 4127.666504
	Iteration 33Q: 3 clusters Score -545867.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -545867.562500 Penalty: 4127.666504
	Iteration 34Q: 3 clusters Score -545867.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -545868.125000 Penalty: 4127.666504
	Iteration 35Q: 3 clusters Score -545868.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -545868.125000 Penalty: 4127.666504
	Iteration 36F: 3 clusters Score -545868.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -113404.960938 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -113405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -111637.804688 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -111637.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -111964.015625 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -111964 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112121.726562 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -112121.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112223.015625 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -112223 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -112342.960938 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -112343 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112550.476562 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -112550.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112715.078125 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -112715.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -112964.882812 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -112964.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -113258.484375 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -113258.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -113396.085938 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -113396.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -113499.015625 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -113499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -113510.929688 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -113510.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -113514.421875 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -113514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -113515.570312 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -113515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -113522.351562 Penalty: 3371.778320
	Iteration 14Q: 3 clusters Score -113522.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -113528.242188 Penalty: 3371.778320
	Iteration 15Q: 3 clusters Score -113528.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -113536.031250 Penalty: 3371.778320
	Iteration 16Q: 3 clusters Score -113536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -113551.609375 Penalty: 3371.778320
	Iteration 17Q: 3 clusters Score -113551.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -113572.007812 Penalty: 3371.778320
	Iteration 18Q: 3 clusters Score -113572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -113597.757812 Penalty: 3371.778320
	Iteration 19Q: 3 clusters Score -113597.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -113636.023438 Penalty: 3371.778320
	Iteration 20F: 3 clusters Score -113636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -113726.867188 Penalty: 3371.778320
	Iteration 21Q: 3 clusters Score -113726.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -113736.101562 Penalty: 3371.778320
	Iteration 22Q: 3 clusters Score -113736.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -113736.101562 Penalty: 3371.778320
	Iteration 23F: 3 clusters Score -113736.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6802 members 
Mstep: Class 3 contains 21790 members 
Mstep: Class 4 contains 87160 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 30020 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159409 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 22276 members 
Mstep: Class 13 contains 164952 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6480 members 
Mstep: Class 17 contains 64429 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3307 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10186 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10385 members 
Mstep: Class 37 contains 585 members 
Entering Unmasked Estep 
Score: -100904744.000000 Penalty: 124296.320312
Splitting cluster 6 changes total score from -100906256.000000 to -100904744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (30020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Entering Unmasked Estep 
Score: -3837991.000000 Penalty: 2556.785400
	Iteration 0F: 2 clusters Score -3837991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -3817356.250000 Penalty: 5113.570801
	Iteration 0F: 3 clusters Score -3817356 nChanged 13595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3824830.500000 Penalty: 5113.570801
	Iteration 1F: 3 clusters Score -3824830 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -3825467.500000 Penalty: 5113.570801
	Iteration 2F: 3 clusters Score -3825468 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3826114.500000 Penalty: 5113.570801
	Iteration 3F: 3 clusters Score -3826114 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3826832.750000 Penalty: 5113.570801
	Iteration 4F: 3 clusters Score -3826833 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -3827593.250000 Penalty: 5113.570801
	Iteration 5F: 3 clusters Score -3827593 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3828319.250000 Penalty: 5113.570801
	Iteration 6F: 3 clusters Score -3828319 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -3829068.750000 Penalty: 5113.570801
	Iteration 7Q: 3 clusters Score -3829069 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -3829808.250000 Penalty: 5113.570801
	Iteration 8Q: 3 clusters Score -3829808 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -3830558.500000 Penalty: 5113.570801
	Iteration 9Q: 3 clusters Score -3830558 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -3831316.750000 Penalty: 5113.570801
	Iteration 10Q: 3 clusters Score -3831317 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -3831974.500000 Penalty: 5113.570801
	Iteration 11Q: 3 clusters Score -3831974 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -3832547.500000 Penalty: 5113.570801
	Iteration 12Q: 3 clusters Score -3832548 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3833028.000000 Penalty: 5113.570801
	Iteration 13Q: 3 clusters Score -3833028 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3833407.000000 Penalty: 5113.570801
	Iteration 14Q: 3 clusters Score -3833407 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3833697.500000 Penalty: 5113.570801
	Iteration 15Q: 3 clusters Score -3833698 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3833973.250000 Penalty: 5113.570801
	Iteration 16Q: 3 clusters Score -3833973 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -3834215.000000 Penalty: 5113.570801
	Iteration 17Q: 3 clusters Score -3834215 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -3834471.250000 Penalty: 5113.570801
	Iteration 18Q: 3 clusters Score -3834471 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3834752.500000 Penalty: 5113.570801
	Iteration 19Q: 3 clusters Score -3834752 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -3835026.750000 Penalty: 5113.570801
	Iteration 20F: 3 clusters Score -3835027 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -3835293.000000 Penalty: 5113.570801
	Iteration 21Q: 3 clusters Score -3835293 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3835539.000000 Penalty: 5113.570801
	Iteration 22Q: 3 clusters Score -3835539 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -3835726.250000 Penalty: 5113.570801
	Iteration 23Q: 3 clusters Score -3835726 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3835898.250000 Penalty: 5113.570801
	Iteration 24Q: 3 clusters Score -3835898 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -3836028.000000 Penalty: 5113.570801
	Iteration 25Q: 3 clusters Score -3836028 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3836129.000000 Penalty: 5113.570801
	Iteration 26Q: 3 clusters Score -3836129 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -3836200.250000 Penalty: 5113.570801
	Iteration 27Q: 3 clusters Score -3836200 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -3836264.000000 Penalty: 5113.570801
	Iteration 28Q: 3 clusters Score -3836264 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -3836328.750000 Penalty: 5113.570801
	Iteration 29Q: 3 clusters Score -3836329 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -3836374.500000 Penalty: 5113.570801
	Iteration 30Q: 3 clusters Score -3836374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -3836406.250000 Penalty: 5113.570801
	Iteration 31Q: 3 clusters Score -3836406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -3836419.750000 Penalty: 5113.570801
	Iteration 32Q: 3 clusters Score -3836420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3836437.250000 Penalty: 5113.570801
	Iteration 33Q: 3 clusters Score -3836437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -3836452.250000 Penalty: 5113.570801
	Iteration 34Q: 3 clusters Score -3836452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -3836459.000000 Penalty: 5113.570801
	Iteration 35Q: 3 clusters Score -3836459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -3836473.750000 Penalty: 5113.570801
	Iteration 36Q: 3 clusters Score -3836474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -3836483.250000 Penalty: 5113.570801
	Iteration 37Q: 3 clusters Score -3836483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -3836486.250000 Penalty: 5113.570801
	Iteration 38Q: 3 clusters Score -3836486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -3836498.500000 Penalty: 5113.570801
	Iteration 39Q: 3 clusters Score -3836498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -3836504.750000 Penalty: 5113.570801
	Iteration 40F: 3 clusters Score -3836505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -3836505.500000 Penalty: 5113.570801
	Iteration 41Q: 3 clusters Score -3836506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -3836508.750000 Penalty: 5113.570801
	Iteration 42Q: 3 clusters Score -3836509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -3836511.250000 Penalty: 5113.570801
	Iteration 43Q: 3 clusters Score -3836511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -3836510.750000 Penalty: 5113.570801
	Iteration 44Q: 3 clusters Score -3836511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -3836520.750000 Penalty: 5113.570801
	Iteration 45Q: 3 clusters Score -3836521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -3836523.000000 Penalty: 5113.570801
	Iteration 46Q: 3 clusters Score -3836523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -3836525.000000 Penalty: 5113.570801
	Iteration 47Q: 3 clusters Score -3836525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -3836523.750000 Penalty: 5113.570801
	Iteration 48Q: 3 clusters Score -3836524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -3836525.250000 Penalty: 5113.570801
	Iteration 49Q: 3 clusters Score -3836525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -3836526.500000 Penalty: 5113.570801
	Iteration 50Q: 3 clusters Score -3836526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -3836530.500000 Penalty: 5113.570801
	Iteration 51Q: 3 clusters Score -3836530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -3836530.500000 Penalty: 5113.570801
	Iteration 52F: 3 clusters Score -3836530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Entering Unmasked Estep 
Score: -535018.625000 Penalty: 2090.287842
	Iteration 0F: 2 clusters Score -535018.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -530822.125000 Penalty: 4180.575684
	Iteration 0F: 3 clusters Score -530822.1 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -531880.250000 Penalty: 4180.575684
	Iteration 1F: 3 clusters Score -531880.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -532215.937500 Penalty: 4180.575684
	Iteration 2F: 3 clusters Score -532215.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -532494.625000 Penalty: 4180.575684
	Iteration 3F: 3 clusters Score -532494.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -532719.375000 Penalty: 4180.575684
	Iteration 4F: 3 clusters Score -532719.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -532873.312500 Penalty: 4180.575684
	Iteration 5Q: 3 clusters Score -532873.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -532986.375000 Penalty: 4180.575684
	Iteration 6Q: 3 clusters Score -532986.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -533072.312500 Penalty: 4180.575684
	Iteration 7Q: 3 clusters Score -533072.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -533132.875000 Penalty: 4180.575684
	Iteration 8Q: 3 clusters Score -533132.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -533188.000000 Penalty: 4180.575684
	Iteration 9Q: 3 clusters Score -533188 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -533245.500000 Penalty: 4180.575684
	Iteration 10Q: 3 clusters Score -533245.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -533292.812500 Penalty: 4180.575684
	Iteration 11Q: 3 clusters Score -533292.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -533326.625000 Penalty: 4180.575684
	Iteration 12Q: 3 clusters Score -533326.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -533354.187500 Penalty: 4180.575684
	Iteration 13Q: 3 clusters Score -533354.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -533385.375000 Penalty: 4180.575684
	Iteration 14Q: 3 clusters Score -533385.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -533408.312500 Penalty: 4180.575684
	Iteration 15Q: 3 clusters Score -533408.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -533428.312500 Penalty: 4180.575684
	Iteration 16Q: 3 clusters Score -533428.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -533439.500000 Penalty: 4180.575684
	Iteration 17Q: 3 clusters Score -533439.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -533449.875000 Penalty: 4180.575684
	Iteration 18Q: 3 clusters Score -533449.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -533459.750000 Penalty: 4180.575684
	Iteration 19Q: 3 clusters Score -533459.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -533469.187500 Penalty: 4180.575684
	Iteration 20F: 3 clusters Score -533469.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -533476.312500 Penalty: 4180.575684
	Iteration 21Q: 3 clusters Score -533476.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -533482.937500 Penalty: 4180.575684
	Iteration 22Q: 3 clusters Score -533482.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -533485.750000 Penalty: 4180.575684
	Iteration 23Q: 3 clusters Score -533485.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -533489.125000 Penalty: 4180.575684
	Iteration 24Q: 3 clusters Score -533489.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -533494.000000 Penalty: 4180.575684
	Iteration 25Q: 3 clusters Score -533494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -533497.562500 Penalty: 4180.575684
	Iteration 26Q: 3 clusters Score -533497.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -533500.687500 Penalty: 4180.575684
	Iteration 27Q: 3 clusters Score -533500.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -533505.375000 Penalty: 4180.575684
	Iteration 28Q: 3 clusters Score -533505.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -533509.875000 Penalty: 4180.575684
	Iteration 29Q: 3 clusters Score -533509.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -533512.750000 Penalty: 4180.575684
	Iteration 30Q: 3 clusters Score -533512.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -533517.375000 Penalty: 4180.575684
	Iteration 31Q: 3 clusters Score -533517.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -533526.187500 Penalty: 4180.575684
	Iteration 32Q: 3 clusters Score -533526.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -533535.625000 Penalty: 4180.575684
	Iteration 33Q: 3 clusters Score -533535.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -533549.062500 Penalty: 4180.575684
	Iteration 34Q: 3 clusters Score -533549.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -533564.375000 Penalty: 4180.575684
	Iteration 35Q: 3 clusters Score -533564.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -533578.437500 Penalty: 4180.575684
	Iteration 36Q: 3 clusters Score -533578.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -533593.562500 Penalty: 4180.575684
	Iteration 37Q: 3 clusters Score -533593.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -533608.500000 Penalty: 4180.575684
	Iteration 38Q: 3 clusters Score -533608.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -533619.687500 Penalty: 4180.575684
	Iteration 39Q: 3 clusters Score -533619.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -533630.125000 Penalty: 4180.575684
	Iteration 40F: 3 clusters Score -533630.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -533637.375000 Penalty: 4180.575684
	Iteration 41Q: 3 clusters Score -533637.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -533644.875000 Penalty: 4180.575684
	Iteration 42Q: 3 clusters Score -533644.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -533651.625000 Penalty: 4180.575684
	Iteration 43Q: 3 clusters Score -533651.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -533659.375000 Penalty: 4180.575684
	Iteration 44Q: 3 clusters Score -533659.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -533663.562500 Penalty: 4180.575684
	Iteration 45Q: 3 clusters Score -533663.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -533668.437500 Penalty: 4180.575684
	Iteration 46Q: 3 clusters Score -533668.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -533677.750000 Penalty: 4180.575684
	Iteration 47Q: 3 clusters Score -533677.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -533681.437500 Penalty: 4180.575684
	Iteration 48Q: 3 clusters Score -533681.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -533686.000000 Penalty: 4180.575684
	Iteration 49Q: 3 clusters Score -533686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -533688.812500 Penalty: 4180.575684
	Iteration 50Q: 3 clusters Score -533688.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -533693.062500 Penalty: 4180.575684
	Iteration 51Q: 3 clusters Score -533693.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -533695.500000 Penalty: 4180.575684
	Iteration 52Q: 3 clusters Score -533695.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -533699.812500 Penalty: 4180.575684
	Iteration 53Q: 3 clusters Score -533699.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -533705.000000 Penalty: 4180.575684
	Iteration 54Q: 3 clusters Score -533705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -533708.812500 Penalty: 4180.575684
	Iteration 55Q: 3 clusters Score -533708.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -533712.937500 Penalty: 4180.575684
	Iteration 56Q: 3 clusters Score -533712.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -533716.562500 Penalty: 4180.575684
	Iteration 57Q: 3 clusters Score -533716.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -533720.312500 Penalty: 4180.575684
	Iteration 58Q: 3 clusters Score -533720.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -533724.062500 Penalty: 4180.575684
	Iteration 59Q: 3 clusters Score -533724.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -533726.250000 Penalty: 4180.575684
	Iteration 60F: 3 clusters Score -533726.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -533727.250000 Penalty: 4180.575684
	Iteration 61Q: 3 clusters Score -533727.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -533728.312500 Penalty: 4180.575684
	Iteration 62Q: 3 clusters Score -533728.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -533728.312500 Penalty: 4180.575684
	Iteration 63F: 3 clusters Score -533728.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (159409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159409 members 
Entering Unmasked Estep 
Score: -21821166.000000 Penalty: 2970.848877
	Iteration 0F: 2 clusters Score -2.182117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79560 members 
Mstep: Class 2 contains 79849 members 
Entering Unmasked Estep 
Score: -21718196.000000 Penalty: 5941.697754
	Iteration 0F: 3 clusters Score -2.17182e+07 nChanged 76203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76649 members 
Mstep: Class 2 contains 82760 members 
Entering Unmasked Estep 
Score: -21762050.000000 Penalty: 5941.697754
	Iteration 1F: 3 clusters Score -2.176205e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74405 members 
Mstep: Class 2 contains 85004 members 
Entering Unmasked Estep 
Score: -21763598.000000 Penalty: 5941.697754
	Iteration 2Q: 3 clusters Score -2.17636e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70867 members 
Mstep: Class 2 contains 88542 members 
Entering Unmasked Estep 
Score: -21765468.000000 Penalty: 5941.697754
	Iteration 3Q: 3 clusters Score -2.176547e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65453 members 
Mstep: Class 2 contains 93956 members 
Entering Unmasked Estep 
Score: -21768674.000000 Penalty: 5941.697754
	Iteration 4Q: 3 clusters Score -2.176867e+07 nChanged 9777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57674 members 
Mstep: Class 2 contains 101735 members 
Entering Unmasked Estep 
Score: -21774140.000000 Penalty: 5941.697754
	Iteration 5F: 3 clusters Score -2.177414e+07 nChanged 11783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 111552 members 
Entering Unmasked Estep 
Score: -21782428.000000 Penalty: 5941.697754
	Iteration 6F: 3 clusters Score -2.178243e+07 nChanged 12499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 122375 members 
Entering Unmasked Estep 
Score: -21791618.000000 Penalty: 5941.697754
	Iteration 7F: 3 clusters Score -2.179162e+07 nChanged 11333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 132520 members 
Entering Unmasked Estep 
Score: -21800128.000000 Penalty: 5941.697754
	Iteration 8F: 3 clusters Score -2.180013e+07 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 140727 members 
Entering Unmasked Estep 
Score: -21806346.000000 Penalty: 5941.697754
	Iteration 9F: 3 clusters Score -2.180635e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 146813 members 
Entering Unmasked Estep 
Score: -21810760.000000 Penalty: 5941.697754
	Iteration 10Q: 3 clusters Score -2.181076e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 151165 members 
Entering Unmasked Estep 
Score: -21813856.000000 Penalty: 5941.697754
	Iteration 11Q: 3 clusters Score -2.181386e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 154169 members 
Entering Unmasked Estep 
Score: -21815880.000000 Penalty: 5941.697754
	Iteration 12Q: 3 clusters Score -2.181588e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 156092 members 
Entering Unmasked Estep 
Score: -21817064.000000 Penalty: 5941.697754
	Iteration 13Q: 3 clusters Score -2.181706e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 157215 members 
Entering Unmasked Estep 
Score: -21817750.000000 Penalty: 5941.697754
	Iteration 14Q: 3 clusters Score -2.181775e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 157830 members 
Entering Unmasked Estep 
Score: -21818110.000000 Penalty: 5941.697754
	Iteration 15Q: 3 clusters Score -2.181811e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 158148 members 
Entering Unmasked Estep 
Score: -21818292.000000 Penalty: 5941.697754
	Iteration 16Q: 3 clusters Score -2.181829e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 158331 members 
Entering Unmasked Estep 
Score: -21818378.000000 Penalty: 5941.697754
	Iteration 17Q: 3 clusters Score -2.181838e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 158457 members 
Entering Unmasked Estep 
Score: -21818510.000000 Penalty: 5941.697754
	Iteration 18Q: 3 clusters Score -2.181851e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 158553 members 
Entering Unmasked Estep 
Score: -21818570.000000 Penalty: 5941.697754
	Iteration 19Q: 3 clusters Score -2.181857e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 158615 members 
Entering Unmasked Estep 
Score: -21818618.000000 Penalty: 5941.697754
	Iteration 20F: 3 clusters Score -2.181862e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 158659 members 
Entering Unmasked Estep 
Score: -21818682.000000 Penalty: 5941.697754
	Iteration 21Q: 3 clusters Score -2.181868e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 158692 members 
Entering Unmasked Estep 
Score: -21818710.000000 Penalty: 5941.697754
	Iteration 22Q: 3 clusters Score -2.181871e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 158719 members 
Entering Unmasked Estep 
Score: -21818718.000000 Penalty: 5941.697754
	Iteration 23Q: 3 clusters Score -2.181872e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 158747 members 
Entering Unmasked Estep 
Score: -21818752.000000 Penalty: 5941.697754
	Iteration 24Q: 3 clusters Score -2.181875e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 158768 members 
Entering Unmasked Estep 
Score: -21818764.000000 Penalty: 5941.697754
	Iteration 25Q: 3 clusters Score -2.181876e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 158782 members 
Entering Unmasked Estep 
Score: -21818782.000000 Penalty: 5941.697754
	Iteration 26Q: 3 clusters Score -2.181878e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 158789 members 
Entering Unmasked Estep 
Score: -21818808.000000 Penalty: 5941.697754
	Iteration 27Q: 3 clusters Score -2.181881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 158794 members 
Entering Unmasked Estep 
Score: -21818806.000000 Penalty: 5941.697754
	Iteration 28Q: 3 clusters Score -2.181881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 158798 members 
Entering Unmasked Estep 
Score: -21818804.000000 Penalty: 5941.697754
	Iteration 29Q: 3 clusters Score -2.18188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 158801 members 
Entering Unmasked Estep 
Score: -21818804.000000 Penalty: 5941.697754
	Iteration 30Q: 3 clusters Score -2.18188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 158801 members 
Entering Unmasked Estep 
Score: -21818804.000000 Penalty: 5941.697754
	Iteration 31F: 3 clusters Score -2.18188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -526167.375000 Penalty: 2055.618896
	Iteration 0F: 2 clusters Score -526167.4 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 1996 members 
Entering Unmasked Estep 
Score: -522308.968750 Penalty: 4111.237793
	Iteration 0F: 3 clusters Score -522309 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -523102.187500 Penalty: 4111.237793
	Iteration 1F: 3 clusters Score -523102.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -523308.093750 Penalty: 4111.237793
	Iteration 2F: 3 clusters Score -523308.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -523485.937500 Penalty: 4111.237793
	Iteration 3F: 3 clusters Score -523485.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -523614.718750 Penalty: 4111.237793
	Iteration 4Q: 3 clusters Score -523614.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -523704.500000 Penalty: 4111.237793
	Iteration 5Q: 3 clusters Score -523704.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -523796.875000 Penalty: 4111.237793
	Iteration 6Q: 3 clusters Score -523796.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -523866.968750 Penalty: 4111.237793
	Iteration 7Q: 3 clusters Score -523867 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -523930.656250 Penalty: 4111.237793
	Iteration 8Q: 3 clusters Score -523930.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -523979.312500 Penalty: 4111.237793
	Iteration 9Q: 3 clusters Score -523979.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -524027.125000 Penalty: 4111.237793
	Iteration 10Q: 3 clusters Score -524027.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -524062.218750 Penalty: 4111.237793
	Iteration 11Q: 3 clusters Score -524062.2 nChanged 60
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: -524094.093750 Penalty: 4111.237793
	Iteration 12Q: 3 clusters Score -524094.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -524134.906250 Penalty: 4111.237793
	Iteration 13Q: 3 clusters Score -524134.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -524171.250000 Penalty: 4111.237793
	Iteration 14Q: 3 clusters Score -524171.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -524204.656250 Penalty: 4111.237793
	Iteration 15Q: 3 clusters Score -524204.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -524240.531250 Penalty: 4111.237793
	Iteration 16Q: 3 clusters Score -524240.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -524283.562500 Penalty: 4111.237793
	Iteration 17Q: 3 clusters Score -524283.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -524325.000000 Penalty: 4111.237793
	Iteration 18Q: 3 clusters Score -524325 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -524360.125000 Penalty: 4111.237793
	Iteration 19Q: 3 clusters Score -524360.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -524391.687500 Penalty: 4111.237793
	Iteration 20F: 3 clusters Score -524391.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -524408.750000 Penalty: 4111.237793
	Iteration 21Q: 3 clusters Score -524408.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -524423.125000 Penalty: 4111.237793
	Iteration 22Q: 3 clusters Score -524423.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -524436.375000 Penalty: 4111.237793
	Iteration 23Q: 3 clusters Score -524436.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -524445.812500 Penalty: 4111.237793
	Iteration 24Q: 3 clusters Score -524445.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -524451.812500 Penalty: 4111.237793
	Iteration 25Q: 3 clusters Score -524451.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -524460.062500 Penalty: 4111.237793
	Iteration 26Q: 3 clusters Score -524460.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -524467.500000 Penalty: 4111.237793
	Iteration 27Q: 3 clusters Score -524467.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -524475.562500 Penalty: 4111.237793
	Iteration 28Q: 3 clusters Score -524475.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -524481.875000 Penalty: 4111.237793
	Iteration 29Q: 3 clusters Score -524481.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -524484.875000 Penalty: 4111.237793
	Iteration 30Q: 3 clusters Score -524484.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -524488.937500 Penalty: 4111.237793
	Iteration 31Q: 3 clusters Score -524488.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -524490.500000 Penalty: 4111.237793
	Iteration 32Q: 3 clusters Score -524490.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -524493.312500 Penalty: 4111.237793
	Iteration 33Q: 3 clusters Score -524493.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -524493.062500 Penalty: 4111.237793
	Iteration 34Q: 3 clusters Score -524493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -524494.625000 Penalty: 4111.237793
	Iteration 35Q: 3 clusters Score -524494.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -524495.375000 Penalty: 4111.237793
	Iteration 36Q: 3 clusters Score -524495.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -524496.500000 Penalty: 4111.237793
	Iteration 37Q: 3 clusters Score -524496.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -524496.562500 Penalty: 4111.237793
	Iteration 38Q: 3 clusters Score -524496.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -524496.562500 Penalty: 4111.237793
	Iteration 39F: 3 clusters Score -524496.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Entering Unmasked Estep 
Score: -3571326.250000 Penalty: 2525.105225
	Iteration 0F: 2 clusters Score -3571326 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 13260 members 
Entering Unmasked Estep 
Score: -3553116.000000 Penalty: 5050.210449
	Iteration 0F: 3 clusters Score -3553116 nChanged 11776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -3559540.750000 Penalty: 5050.210449
	Iteration 1F: 3 clusters Score -3559541 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3559959.250000 Penalty: 5050.210449
	Iteration 2Q: 3 clusters Score -3559959 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -3560321.500000 Penalty: 5050.210449
	Iteration 3Q: 3 clusters Score -3560322 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -3560654.000000 Penalty: 5050.210449
	Iteration 4Q: 3 clusters Score -3560654 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -3561047.500000 Penalty: 5050.210449
	Iteration 5Q: 3 clusters Score -3561048 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -3561518.000000 Penalty: 5050.210449
	Iteration 6Q: 3 clusters Score -3561518 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3562095.000000 Penalty: 5050.210449
	Iteration 7Q: 3 clusters Score -3562095 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -3562812.000000 Penalty: 5050.210449
	Iteration 8F: 3 clusters Score -3562812 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -3563747.000000 Penalty: 5050.210449
	Iteration 9F: 3 clusters Score -3563747 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -3564913.250000 Penalty: 5050.210449
	Iteration 10F: 3 clusters Score -3564913 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -3566213.000000 Penalty: 5050.210449
	Iteration 11F: 3 clusters Score -3566213 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -3567391.750000 Penalty: 5050.210449
	Iteration 12Q: 3 clusters Score -3567392 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3568191.500000 Penalty: 5050.210449
	Iteration 13Q: 3 clusters Score -3568192 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -3568662.750000 Penalty: 5050.210449
	Iteration 14Q: 3 clusters Score -3568663 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -3568862.000000 Penalty: 5050.210449
	Iteration 15Q: 3 clusters Score -3568862 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -3568963.250000 Penalty: 5050.210449
	Iteration 16Q: 3 clusters Score -3568963 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3569032.750000 Penalty: 5050.210449
	Iteration 17Q: 3 clusters Score -3569033 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3569088.000000 Penalty: 5050.210449
	Iteration 18Q: 3 clusters Score -3569088 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -3569110.250000 Penalty: 5050.210449
	Iteration 19Q: 3 clusters Score -3569110 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -3569142.000000 Penalty: 5050.210449
	Iteration 20F: 3 clusters Score -3569142 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -3569176.500000 Penalty: 5050.210449
	Iteration 21Q: 3 clusters Score -3569176 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -3569202.250000 Penalty: 5050.210449
	Iteration 22Q: 3 clusters Score -3569202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -3569226.750000 Penalty: 5050.210449
	Iteration 23Q: 3 clusters Score -3569227 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3569232.250000 Penalty: 5050.210449
	Iteration 24Q: 3 clusters Score -3569232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -3569244.250000 Penalty: 5050.210449
	Iteration 25Q: 3 clusters Score -3569244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3569244.750000 Penalty: 5050.210449
	Iteration 26Q: 3 clusters Score -3569245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3569265.750000 Penalty: 5050.210449
	Iteration 27Q: 3 clusters Score -3569266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -3569271.000000 Penalty: 5050.210449
	Iteration 28Q: 3 clusters Score -3569271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3569271.250000 Penalty: 5050.210449
	Iteration 29Q: 3 clusters Score -3569271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -3569275.000000 Penalty: 5050.210449
	Iteration 30Q: 3 clusters Score -3569275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -3569274.500000 Penalty: 5050.210449
	Iteration 31Q: 3 clusters Score -3569274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3569276.750000 Penalty: 5050.210449
	Iteration 32Q: 3 clusters Score -3569277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -3569277.250000 Penalty: 5050.210449
	Iteration 33Q: 3 clusters Score -3569277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -3569278.500000 Penalty: 5050.210449
	Iteration 34Q: 3 clusters Score -3569278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3569293.750000 Penalty: 5050.210449
	Iteration 35Q: 3 clusters Score -3569294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3569295.500000 Penalty: 5050.210449
	Iteration 36Q: 3 clusters Score -3569296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -3569292.750000 Penalty: 5050.210449
	Iteration 37Q: 3 clusters Score -3569293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -3569290.250000 Penalty: 5050.210449
	Iteration 38Q: 3 clusters Score -3569290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3569298.250000 Penalty: 5050.210449
	Iteration 39Q: 3 clusters Score -3569298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -3569302.750000 Penalty: 5050.210449
	Iteration 40F: 3 clusters Score -3569303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3569303.000000 Penalty: 5050.210449
	Iteration 41Q: 3 clusters Score -3569303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3569309.250000 Penalty: 5050.210449
	Iteration 42Q: 3 clusters Score -3569309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -3569309.750000 Penalty: 5050.210449
	Iteration 43Q: 3 clusters Score -3569310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3569306.250000 Penalty: 5050.210449
	Iteration 44Q: 3 clusters Score -3569306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -3569303.250000 Penalty: 5050.210449
	Iteration 45Q: 3 clusters Score -3569303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3569308.000000 Penalty: 5050.210449
	Iteration 46Q: 3 clusters Score -3569308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3569305.500000 Penalty: 5050.210449
	Iteration 47Q: 3 clusters Score -3569306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -3569307.000000 Penalty: 5050.210449
	Iteration 48Q: 3 clusters Score -3569307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -3569304.250000 Penalty: 5050.210449
	Iteration 49Q: 3 clusters Score -3569304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -3569308.000000 Penalty: 5050.210449
	Iteration 50Q: 3 clusters Score -3569308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3569306.250000 Penalty: 5050.210449
	Iteration 51Q: 3 clusters Score -3569306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -3569308.750000 Penalty: 5050.210449
	Iteration 52Q: 3 clusters Score -3569309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3569310.000000 Penalty: 5050.210449
	Iteration 53Q: 3 clusters Score -3569310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -3569314.750000 Penalty: 5050.210449
	Iteration 54Q: 3 clusters Score -3569315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3569309.750000 Penalty: 5050.210449
	Iteration 55Q: 3 clusters Score -3569310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3569313.750000 Penalty: 5050.210449
	Iteration 56Q: 3 clusters Score -3569314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -3569325.000000 Penalty: 5050.210449
	Iteration 57Q: 3 clusters Score -3569325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -3569325.250000 Penalty: 5050.210449
	Iteration 58Q: 3 clusters Score -3569325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3569330.000000 Penalty: 5050.210449
	Iteration 59Q: 3 clusters Score -3569330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3569325.500000 Penalty: 5050.210449
	Iteration 60F: 3 clusters Score -3569326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -3569323.750000 Penalty: 5050.210449
	Iteration 61Q: 3 clusters Score -3569324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3569320.750000 Penalty: 5050.210449
	Iteration 62Q: 3 clusters Score -3569321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -3569322.000000 Penalty: 5050.210449
	Iteration 63Q: 3 clusters Score -3569322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3569327.500000 Penalty: 5050.210449
	Iteration 64Q: 3 clusters Score -3569328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -3569327.250000 Penalty: 5050.210449
	Iteration 65Q: 3 clusters Score -3569327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -3569327.750000 Penalty: 5050.210449
	Iteration 66Q: 3 clusters Score -3569328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -3569328.000000 Penalty: 5050.210449
	Iteration 67Q: 3 clusters Score -3569328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3569327.000000 Penalty: 5050.210449
	Iteration 68Q: 3 clusters Score -3569327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3569327.000000 Penalty: 5050.210449
	Iteration 69F: 3 clusters Score -3569327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Entering Unmasked Estep 
Score: -2853526.750000 Penalty: 2482.793701
	Iteration 0F: 2 clusters Score -2853527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2838152.250000 Penalty: 4965.587402
	Iteration 0F: 3 clusters Score -2838152 nChanged 9777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2843868.500000 Penalty: 4965.587402
	Iteration 1F: 3 clusters Score -2843868 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2844958.500000 Penalty: 4965.587402
	Iteration 2F: 3 clusters Score -2844958 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2846216.750000 Penalty: 4965.587402
	Iteration 3F: 3 clusters Score -2846217 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2847468.250000 Penalty: 4965.587402
	Iteration 4F: 3 clusters Score -2847468 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2848496.750000 Penalty: 4965.587402
	Iteration 5F: 3 clusters Score -2848497 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2849269.750000 Penalty: 4965.587402
	Iteration 6F: 3 clusters Score -2849270 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2849952.250000 Penalty: 4965.587402
	Iteration 7Q: 3 clusters Score -2849952 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2850508.000000 Penalty: 4965.587402
	Iteration 8Q: 3 clusters Score -2850508 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2851006.000000 Penalty: 4965.587402
	Iteration 9Q: 3 clusters Score -2851006 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2851399.750000 Penalty: 4965.587402
	Iteration 10Q: 3 clusters Score -2851400 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2851691.500000 Penalty: 4965.587402
	Iteration 11Q: 3 clusters Score -2851692 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2851916.500000 Penalty: 4965.587402
	Iteration 12Q: 3 clusters Score -2851916 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2852123.750000 Penalty: 4965.587402
	Iteration 13Q: 3 clusters Score -2852124 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2852271.250000 Penalty: 4965.587402
	Iteration 14Q: 3 clusters Score -2852271 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2852386.750000 Penalty: 4965.587402
	Iteration 15Q: 3 clusters Score -2852387 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2852472.250000 Penalty: 4965.587402
	Iteration 16Q: 3 clusters Score -2852472 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2852524.500000 Penalty: 4965.587402
	Iteration 17Q: 3 clusters Score -2852524 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2852575.250000 Penalty: 4965.587402
	Iteration 18Q: 3 clusters Score -2852575 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2852623.250000 Penalty: 4965.587402
	Iteration 19Q: 3 clusters Score -2852623 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2852655.500000 Penalty: 4965.587402
	Iteration 20F: 3 clusters Score -2852656 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2852695.000000 Penalty: 4965.587402
	Iteration 21Q: 3 clusters Score -2852695 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2852732.250000 Penalty: 4965.587402
	Iteration 22Q: 3 clusters Score -2852732 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2852753.000000 Penalty: 4965.587402
	Iteration 23Q: 3 clusters Score -2852753 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2852797.000000 Penalty: 4965.587402
	Iteration 24Q: 3 clusters Score -2852797 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2852832.750000 Penalty: 4965.587402
	Iteration 25Q: 3 clusters Score -2852833 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2852854.000000 Penalty: 4965.587402
	Iteration 26Q: 3 clusters Score -2852854 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2852883.000000 Penalty: 4965.587402
	Iteration 27Q: 3 clusters Score -2852883 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2852898.000000 Penalty: 4965.587402
	Iteration 28Q: 3 clusters Score -2852898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2852905.750000 Penalty: 4965.587402
	Iteration 29Q: 3 clusters Score -2852906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2852911.750000 Penalty: 4965.587402
	Iteration 30Q: 3 clusters Score -2852912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2852917.250000 Penalty: 4965.587402
	Iteration 31Q: 3 clusters Score -2852917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2852921.000000 Penalty: 4965.587402
	Iteration 32Q: 3 clusters Score -2852921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2852927.750000 Penalty: 4965.587402
	Iteration 33Q: 3 clusters Score -2852928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2852933.500000 Penalty: 4965.587402
	Iteration 34Q: 3 clusters Score -2852934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2852947.750000 Penalty: 4965.587402
	Iteration 35Q: 3 clusters Score -2852948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2852952.500000 Penalty: 4965.587402
	Iteration 36Q: 3 clusters Score -2852952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2852957.500000 Penalty: 4965.587402
	Iteration 37Q: 3 clusters Score -2852958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2852983.250000 Penalty: 4965.587402
	Iteration 38Q: 3 clusters Score -2852983 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2853048.250000 Penalty: 4965.587402
	Iteration 39Q: 3 clusters Score -2853048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2853211.250000 Penalty: 4965.587402
	Iteration 40F: 3 clusters Score -2853211 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2853465.000000 Penalty: 4965.587402
	Iteration 41Q: 3 clusters Score -2853465 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2853560.750000 Penalty: 4965.587402
	Iteration 42Q: 3 clusters Score -2853561 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2853594.250000 Penalty: 4965.587402
	Iteration 43Q: 3 clusters Score -2853594 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2853606.250000 Penalty: 4965.587402
	Iteration 44Q: 3 clusters Score -2853606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2853613.500000 Penalty: 4965.587402
	Iteration 45Q: 3 clusters Score -2853614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2853621.250000 Penalty: 4965.587402
	Iteration 46Q: 3 clusters Score -2853621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2853627.000000 Penalty: 4965.587402
	Iteration 47Q: 3 clusters Score -2853627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2853627.750000 Penalty: 4965.587402
	Iteration 48Q: 3 clusters Score -2853628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2853623.000000 Penalty: 4965.587402
	Iteration 49Q: 3 clusters Score -2853623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2853626.750000 Penalty: 4965.587402
	Iteration 50Q: 3 clusters Score -2853627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2853626.750000 Penalty: 4965.587402
	Iteration 51F: 3 clusters Score -2853627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6802 members 
Mstep: Class 3 contains 21790 members 
Mstep: Class 4 contains 87160 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 30020 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 159409 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 26420 members 
Mstep: Class 12 contains 20237 members 
Mstep: Class 13 contains 164952 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6480 members 
Mstep: Class 17 contains 64429 members 
Mstep: Class 18 contains 37200 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 3307 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 10186 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 6513 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 10385 members 
Mstep: Class 37 contains 2039 members 
Entering Unmasked Estep 
Score: -100905464.000000 Penalty: 124296.320312
Splitting cluster 12 changes total score from -100906256.000000 to -100905464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (164952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164952 members 
Entering Unmasked Estep 
Score: -22555460.000000 Penalty: 2979.325684
	Iteration 0F: 2 clusters Score -2.255546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 82497 members 
Entering Unmasked Estep 
Score: -22444940.000000 Penalty: 5958.651367
	Iteration 0F: 3 clusters Score -2.244494e+07 nChanged 78767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83258 members 
Mstep: Class 2 contains 81694 members 
Entering Unmasked Estep 
Score: -22490606.000000 Penalty: 5958.651367
	Iteration 1F: 3 clusters Score -2.249061e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 81306 members 
Entering Unmasked Estep 
Score: -22491290.000000 Penalty: 5958.651367
	Iteration 2Q: 3 clusters Score -2.249129e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84168 members 
Mstep: Class 2 contains 80784 members 
Entering Unmasked Estep 
Score: -22492098.000000 Penalty: 5958.651367
	Iteration 3Q: 3 clusters Score -2.24921e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84893 members 
Mstep: Class 2 contains 80059 members 
Entering Unmasked Estep 
Score: -22493012.000000 Penalty: 5958.651367
	Iteration 4Q: 3 clusters Score -2.249301e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86014 members 
Mstep: Class 2 contains 78938 members 
Entering Unmasked Estep 
Score: -22494228.000000 Penalty: 5958.651367
	Iteration 5Q: 3 clusters Score -2.249423e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87491 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -22495760.000000 Penalty: 5958.651367
	Iteration 6Q: 3 clusters Score -2.249576e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89612 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -22497906.000000 Penalty: 5958.651367
	Iteration 7Q: 3 clusters Score -2.249791e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92544 members 
Mstep: Class 2 contains 72408 members 
Entering Unmasked Estep 
Score: -22501520.000000 Penalty: 5958.651367
	Iteration 8Q: 3 clusters Score -2.250152e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96339 members 
Mstep: Class 2 contains 68613 members 
Entering Unmasked Estep 
Score: -22506894.000000 Penalty: 5958.651367
	Iteration 9F: 3 clusters Score -2.250689e+07 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100431 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -22513928.000000 Penalty: 5958.651367
	Iteration 10F: 3 clusters Score -2.251393e+07 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103937 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -22520830.000000 Penalty: 5958.651367
	Iteration 11F: 3 clusters Score -2.252083e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106606 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -22525164.000000 Penalty: 5958.651367
	Iteration 12F: 3 clusters Score -2.252516e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -22527154.000000 Penalty: 5958.651367
	Iteration 13Q: 3 clusters Score -2.252715e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111202 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -22528140.000000 Penalty: 5958.651367
	Iteration 14Q: 3 clusters Score -2.252814e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113572 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -22528540.000000 Penalty: 5958.651367
	Iteration 15Q: 3 clusters Score -2.252854e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116048 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -22529240.000000 Penalty: 5958.651367
	Iteration 16Q: 3 clusters Score -2.252924e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118581 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -22529920.000000 Penalty: 5958.651367
	Iteration 17Q: 3 clusters Score -2.252992e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121131 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -22530734.000000 Penalty: 5958.651367
	Iteration 18Q: 3 clusters Score -2.253073e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123876 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -22531510.000000 Penalty: 5958.651367
	Iteration 19Q: 3 clusters Score -2.253151e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126776 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -22532518.000000 Penalty: 5958.651367
	Iteration 20F: 3 clusters Score -2.253252e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129790 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -22533512.000000 Penalty: 5958.651367
	Iteration 21Q: 3 clusters Score -2.253351e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132828 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -22534706.000000 Penalty: 5958.651367
	Iteration 22Q: 3 clusters Score -2.253471e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135957 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -22536064.000000 Penalty: 5958.651367
	Iteration 23Q: 3 clusters Score -2.253606e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139174 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -22537692.000000 Penalty: 5958.651367
	Iteration 24Q: 3 clusters Score -2.253769e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142385 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -22539370.000000 Penalty: 5958.651367
	Iteration 25Q: 3 clusters Score -2.253937e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145526 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -22541142.000000 Penalty: 5958.651367
	Iteration 26Q: 3 clusters Score -2.254114e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148567 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -22542846.000000 Penalty: 5958.651367
	Iteration 27Q: 3 clusters Score -2.254285e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151508 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -22544614.000000 Penalty: 5958.651367
	Iteration 28Q: 3 clusters Score -2.254461e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154274 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -22546310.000000 Penalty: 5958.651367
	Iteration 29Q: 3 clusters Score -2.254631e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156739 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -22548020.000000 Penalty: 5958.651367
	Iteration 30Q: 3 clusters Score -2.254802e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158852 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -22549568.000000 Penalty: 5958.651367
	Iteration 31Q: 3 clusters Score -2.254957e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160513 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -22550728.000000 Penalty: 5958.651367
	Iteration 32Q: 3 clusters Score -2.255073e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161706 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -22551600.000000 Penalty: 5958.651367
	Iteration 33Q: 3 clusters Score -2.25516e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162486 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -22552074.000000 Penalty: 5958.651367
	Iteration 34Q: 3 clusters Score -2.255207e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163012 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -22552324.000000 Penalty: 5958.651367
	Iteration 35Q: 3 clusters Score -2.255232e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163350 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -22552588.000000 Penalty: 5958.651367
	Iteration 36Q: 3 clusters Score -2.255259e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163588 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -22552772.000000 Penalty: 5958.651367
	Iteration 37Q: 3 clusters Score -2.255277e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163741 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -22552852.000000 Penalty: 5958.651367
	Iteration 38Q: 3 clusters Score -2.255285e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163845 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -22552914.000000 Penalty: 5958.651367
	Iteration 39Q: 3 clusters Score -2.255291e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163922 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -22552940.000000 Penalty: 5958.651367
	Iteration 40F: 3 clusters Score -2.255294e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163966 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -22552952.000000 Penalty: 5958.651367
	Iteration 41Q: 3 clusters Score -2.255295e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164004 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -22553018.000000 Penalty: 5958.651367
	Iteration 42Q: 3 clusters Score -2.255302e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164036 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -22553040.000000 Penalty: 5958.651367
	Iteration 43Q: 3 clusters Score -2.255304e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164057 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -22553050.000000 Penalty: 5958.651367
	Iteration 44Q: 3 clusters Score -2.255305e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164074 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -22553036.000000 Penalty: 5958.651367
	Iteration 45Q: 3 clusters Score -2.255304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164081 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -22553056.000000 Penalty: 5958.651367
	Iteration 46Q: 3 clusters Score -2.255306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164089 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -22553052.000000 Penalty: 5958.651367
	Iteration 47Q: 3 clusters Score -2.255305e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164095 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -22553060.000000 Penalty: 5958.651367
	Iteration 48Q: 3 clusters Score -2.255306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164101 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -22553048.000000 Penalty: 5958.651367
	Iteration 49Q: 3 clusters Score -2.255305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164105 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -22553056.000000 Penalty: 5958.651367
	Iteration 50Q: 3 clusters Score -2.255306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164111 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -22553052.000000 Penalty: 5958.651367
	Iteration 51Q: 3 clusters Score -2.255305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164116 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -22553058.000000 Penalty: 5958.651367
	Iteration 52Q: 3 clusters Score -2.255306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164116 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -22553058.000000 Penalty: 5958.651367
	Iteration 53F: 3 clusters Score -2.255306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Entering Unmasked Estep 
Score: -2954656.750000 Penalty: 2477.243408
	Iteration 0F: 2 clusters Score -2954657 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 10805 members 
Entering Unmasked Estep 
Score: -2939431.750000 Penalty: 4954.486816
	Iteration 0F: 3 clusters Score -2939432 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2944739.500000 Penalty: 4954.486816
	Iteration 1F: 3 clusters Score -2944740 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2945522.750000 Penalty: 4954.486816
	Iteration 2F: 3 clusters Score -2945523 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2946357.250000 Penalty: 4954.486816
	Iteration 3F: 3 clusters Score -2946357 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2947265.000000 Penalty: 4954.486816
	Iteration 4F: 3 clusters Score -2947265 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2947932.750000 Penalty: 4954.486816
	Iteration 5F: 3 clusters Score -2947933 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2948403.750000 Penalty: 4954.486816
	Iteration 6Q: 3 clusters Score -2948404 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2948758.250000 Penalty: 4954.486816
	Iteration 7Q: 3 clusters Score -2948758 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2949085.000000 Penalty: 4954.486816
	Iteration 8Q: 3 clusters Score -2949085 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2949316.750000 Penalty: 4954.486816
	Iteration 9Q: 3 clusters Score -2949317 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2949549.000000 Penalty: 4954.486816
	Iteration 10Q: 3 clusters Score -2949549 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2949749.750000 Penalty: 4954.486816
	Iteration 11Q: 3 clusters Score -2949750 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2949952.500000 Penalty: 4954.486816
	Iteration 12Q: 3 clusters Score -2949952 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2950166.250000 Penalty: 4954.486816
	Iteration 13Q: 3 clusters Score -2950166 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2950385.750000 Penalty: 4954.486816
	Iteration 14Q: 3 clusters Score -2950386 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2950600.750000 Penalty: 4954.486816
	Iteration 15Q: 3 clusters Score -2950601 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2950772.500000 Penalty: 4954.486816
	Iteration 16Q: 3 clusters Score -2950772 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2950909.250000 Penalty: 4954.486816
	Iteration 17Q: 3 clusters Score -2950909 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2951012.000000 Penalty: 4954.486816
	Iteration 18Q: 3 clusters Score -2951012 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2951114.750000 Penalty: 4954.486816
	Iteration 19Q: 3 clusters Score -2951115 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2951194.750000 Penalty: 4954.486816
	Iteration 20F: 3 clusters Score -2951195 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2951270.000000 Penalty: 4954.486816
	Iteration 21Q: 3 clusters Score -2951270 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2951345.750000 Penalty: 4954.486816
	Iteration 22Q: 3 clusters Score -2951346 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2951422.000000 Penalty: 4954.486816
	Iteration 23Q: 3 clusters Score -2951422 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2951481.250000 Penalty: 4954.486816
	Iteration 24Q: 3 clusters Score -2951481 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2951571.000000 Penalty: 4954.486816
	Iteration 25Q: 3 clusters Score -2951571 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2951637.500000 Penalty: 4954.486816
	Iteration 26Q: 3 clusters Score -2951638 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2951709.250000 Penalty: 4954.486816
	Iteration 27Q: 3 clusters Score -2951709 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2951795.000000 Penalty: 4954.486816
	Iteration 28Q: 3 clusters Score -2951795 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2951891.750000 Penalty: 4954.486816
	Iteration 29Q: 3 clusters Score -2951892 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2951997.250000 Penalty: 4954.486816
	Iteration 30Q: 3 clusters Score -2951997 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2952116.500000 Penalty: 4954.486816
	Iteration 31Q: 3 clusters Score -2952116 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2952229.750000 Penalty: 4954.486816
	Iteration 32Q: 3 clusters Score -2952230 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2952343.500000 Penalty: 4954.486816
	Iteration 33Q: 3 clusters Score -2952344 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2952467.500000 Penalty: 4954.486816
	Iteration 34Q: 3 clusters Score -2952468 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2952576.000000 Penalty: 4954.486816
	Iteration 35Q: 3 clusters Score -2952576 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2952655.250000 Penalty: 4954.486816
	Iteration 36Q: 3 clusters Score -2952655 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2952731.750000 Penalty: 4954.486816
	Iteration 37Q: 3 clusters Score -2952732 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2952804.500000 Penalty: 4954.486816
	Iteration 38Q: 3 clusters Score -2952804 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2952856.250000 Penalty: 4954.486816
	Iteration 39Q: 3 clusters Score -2952856 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2952911.750000 Penalty: 4954.486816
	Iteration 40F: 3 clusters Score -2952912 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2952958.750000 Penalty: 4954.486816
	Iteration 41Q: 3 clusters Score -2952959 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2952992.000000 Penalty: 4954.486816
	Iteration 42Q: 3 clusters Score -2952992 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2953033.000000 Penalty: 4954.486816
	Iteration 43Q: 3 clusters Score -2953033 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2953067.000000 Penalty: 4954.486816
	Iteration 44Q: 3 clusters Score -2953067 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2953110.500000 Penalty: 4954.486816
	Iteration 45Q: 3 clusters Score -2953110 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2953124.750000 Penalty: 4954.486816
	Iteration 46Q: 3 clusters Score -2953125 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2953171.000000 Penalty: 4954.486816
	Iteration 47Q: 3 clusters Score -2953171 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2953190.250000 Penalty: 4954.486816
	Iteration 48Q: 3 clusters Score -2953190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2953217.000000 Penalty: 4954.486816
	Iteration 49Q: 3 clusters Score -2953217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2953235.250000 Penalty: 4954.486816
	Iteration 50Q: 3 clusters Score -2953235 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2953258.000000 Penalty: 4954.486816
	Iteration 51Q: 3 clusters Score -2953258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2953275.000000 Penalty: 4954.486816
	Iteration 52Q: 3 clusters Score -2953275 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2953288.500000 Penalty: 4954.486816
	Iteration 53Q: 3 clusters Score -2953288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2953306.250000 Penalty: 4954.486816
	Iteration 54Q: 3 clusters Score -2953306 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2953322.750000 Penalty: 4954.486816
	Iteration 55Q: 3 clusters Score -2953323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2953339.500000 Penalty: 4954.486816
	Iteration 56Q: 3 clusters Score -2953340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2953356.750000 Penalty: 4954.486816
	Iteration 57Q: 3 clusters Score -2953357 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2953365.500000 Penalty: 4954.486816
	Iteration 58Q: 3 clusters Score -2953366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2953379.250000 Penalty: 4954.486816
	Iteration 59Q: 3 clusters Score -2953379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2953391.250000 Penalty: 4954.486816
	Iteration 60F: 3 clusters Score -2953391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2953399.000000 Penalty: 4954.486816
	Iteration 61Q: 3 clusters Score -2953399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2953408.750000 Penalty: 4954.486816
	Iteration 62Q: 3 clusters Score -2953409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2953403.000000 Penalty: 4954.486816
	Iteration 63Q: 3 clusters Score -2953403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2953423.500000 Penalty: 4954.486816
	Iteration 64Q: 3 clusters Score -2953424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2953428.250000 Penalty: 4954.486816
	Iteration 65Q: 3 clusters Score -2953428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2953426.500000 Penalty: 4954.486816
	Iteration 66Q: 3 clusters Score -2953426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2953430.500000 Penalty: 4954.486816
	Iteration 67Q: 3 clusters Score -2953430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2953434.500000 Penalty: 4954.486816
	Iteration 68Q: 3 clusters Score -2953434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2953435.250000 Penalty: 4954.486816
	Iteration 69Q: 3 clusters Score -2953435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2953437.500000 Penalty: 4954.486816
	Iteration 70Q: 3 clusters Score -2953438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2953437.250000 Penalty: 4954.486816
	Iteration 71Q: 3 clusters Score -2953437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2953440.500000 Penalty: 4954.486816
	Iteration 72Q: 3 clusters Score -2953440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2953439.000000 Penalty: 4954.486816
	Iteration 73Q: 3 clusters Score -2953439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2953441.000000 Penalty: 4954.486816
	Iteration 74Q: 3 clusters Score -2953441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2953442.500000 Penalty: 4954.486816
	Iteration 75Q: 3 clusters Score -2953442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2953442.750000 Penalty: 4954.486816
	Iteration 76Q: 3 clusters Score -2953443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2953441.500000 Penalty: 4954.486816
	Iteration 77Q: 3 clusters Score -2953442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2953441.500000 Penalty: 4954.486816
	Iteration 78F: 3 clusters Score -2953442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -54893.656250 Penalty: 1559.849487
	Iteration 0F: 2 clusters Score -54893.66 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 253 members 
Entering Unmasked Estep 
Score: -53484.714844 Penalty: 3119.698975
	Iteration 0F: 3 clusters Score -53484.71 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -53926.925781 Penalty: 3119.698975
	Iteration 1F: 3 clusters Score -53926.93 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -54118.093750 Penalty: 3119.698975
	Iteration 2F: 3 clusters Score -54118.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -54236.089844 Penalty: 3119.698975
	Iteration 3F: 3 clusters Score -54236.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -54326.191406 Penalty: 3119.698975
	Iteration 4Q: 3 clusters Score -54326.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -54369.750000 Penalty: 3119.698975
	Iteration 5Q: 3 clusters Score -54369.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -54420.367188 Penalty: 3119.698975
	Iteration 6Q: 3 clusters Score -54420.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -54448.175781 Penalty: 3119.698975
	Iteration 7Q: 3 clusters Score -54448.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -54467.937500 Penalty: 3119.698975
	Iteration 8Q: 3 clusters Score -54467.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -54477.507812 Penalty: 3119.698975
	Iteration 9Q: 3 clusters Score -54477.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -54481.277344 Penalty: 3119.698975
	Iteration 10Q: 3 clusters Score -54481.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -54481.277344 Penalty: 3119.698975
	Iteration 11F: 3 clusters Score -54481.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Entering Unmasked Estep 
Score: -818589.250000 Penalty: 2176.565918
	Iteration 0F: 2 clusters Score -818589.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -813141.875000 Penalty: 4353.131836
	Iteration 0F: 3 clusters Score -813141.9 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -814620.750000 Penalty: 4353.131836
	Iteration 1F: 3 clusters Score -814620.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -814958.500000 Penalty: 4353.131836
	Iteration 2F: 3 clusters Score -814958.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -815268.625000 Penalty: 4353.131836
	Iteration 3F: 3 clusters Score -815268.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -815614.562500 Penalty: 4353.131836
	Iteration 4F: 3 clusters Score -815614.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -815954.562500 Penalty: 4353.131836
	Iteration 5F: 3 clusters Score -815954.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -816224.812500 Penalty: 4353.131836
	Iteration 6F: 3 clusters Score -816224.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -816419.750000 Penalty: 4353.131836
	Iteration 7Q: 3 clusters Score -816419.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -816551.937500 Penalty: 4353.131836
	Iteration 8Q: 3 clusters Score -816551.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -816654.750000 Penalty: 4353.131836
	Iteration 9Q: 3 clusters Score -816654.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -816740.437500 Penalty: 4353.131836
	Iteration 10Q: 3 clusters Score -816740.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -816827.375000 Penalty: 4353.131836
	Iteration 11Q: 3 clusters Score -816827.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -816917.875000 Penalty: 4353.131836
	Iteration 12Q: 3 clusters Score -816917.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -816995.250000 Penalty: 4353.131836
	Iteration 13Q: 3 clusters Score -816995.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -817057.062500 Penalty: 4353.131836
	Iteration 14Q: 3 clusters Score -817057.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -817101.875000 Penalty: 4353.131836
	Iteration 15Q: 3 clusters Score -817101.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -817139.125000 Penalty: 4353.131836
	Iteration 16Q: 3 clusters Score -817139.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -817170.875000 Penalty: 4353.131836
	Iteration 17Q: 3 clusters Score -817170.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -817190.062500 Penalty: 4353.131836
	Iteration 18Q: 3 clusters Score -817190.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -817201.687500 Penalty: 4353.131836
	Iteration 19Q: 3 clusters Score -817201.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -817216.062500 Penalty: 4353.131836
	Iteration 20F: 3 clusters Score -817216.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -817226.312500 Penalty: 4353.131836
	Iteration 21Q: 3 clusters Score -817226.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -817229.500000 Penalty: 4353.131836
	Iteration 22Q: 3 clusters Score -817229.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -817236.750000 Penalty: 4353.131836
	Iteration 23Q: 3 clusters Score -817236.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -817240.000000 Penalty: 4353.131836
	Iteration 24Q: 3 clusters Score -817240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -817243.875000 Penalty: 4353.131836
	Iteration 25Q: 3 clusters Score -817243.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -817244.875000 Penalty: 4353.131836
	Iteration 26Q: 3 clusters Score -817244.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -817245.500000 Penalty: 4353.131836
	Iteration 27Q: 3 clusters Score -817245.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -817245.937500 Penalty: 4353.131836
	Iteration 28Q: 3 clusters Score -817245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -817246.187500 Penalty: 4353.131836
	Iteration 29Q: 3 clusters Score -817246.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -817246.187500 Penalty: 4353.131836
	Iteration 30F: 3 clusters Score -817246.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (64429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Entering Unmasked Estep 
Score: -8700108.000000 Penalty: 2746.183105
	Iteration 0F: 2 clusters Score -8700108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -8656934.000000 Penalty: 5492.366211
	Iteration 0F: 3 clusters Score -8656934 nChanged 30054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -8673865.000000 Penalty: 5492.366211
	Iteration 1F: 3 clusters Score -8673865 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -8674849.000000 Penalty: 5492.366211
	Iteration 2Q: 3 clusters Score -8674849 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -8676026.000000 Penalty: 5492.366211
	Iteration 3Q: 3 clusters Score -8676026 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -8677880.000000 Penalty: 5492.366211
	Iteration 4F: 3 clusters Score -8677880 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -8680520.000000 Penalty: 5492.366211
	Iteration 5F: 3 clusters Score -8680520 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -8683938.000000 Penalty: 5492.366211
	Iteration 6F: 3 clusters Score -8683938 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -8687632.000000 Penalty: 5492.366211
	Iteration 7F: 3 clusters Score -8687632 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -8690849.000000 Penalty: 5492.366211
	Iteration 8F: 3 clusters Score -8690849 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -8693516.000000 Penalty: 5492.366211
	Iteration 9Q: 3 clusters Score -8693516 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -8695613.000000 Penalty: 5492.366211
	Iteration 10Q: 3 clusters Score -8695613 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -8696907.000000 Penalty: 5492.366211
	Iteration 11Q: 3 clusters Score -8696907 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61896 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -8697784.000000 Penalty: 5492.366211
	Iteration 12Q: 3 clusters Score -8697784 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -8698375.000000 Penalty: 5492.366211
	Iteration 13Q: 3 clusters Score -8698375 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -8698731.000000 Penalty: 5492.366211
	Iteration 14Q: 3 clusters Score -8698731 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62154 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -8698974.000000 Penalty: 5492.366211
	Iteration 15Q: 3 clusters Score -8698974 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62151 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -8699060.000000 Penalty: 5492.366211
	Iteration 16Q: 3 clusters Score -8699060 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -8699115.000000 Penalty: 5492.366211
	Iteration 17Q: 3 clusters Score -8699115 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62132 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -8699142.000000 Penalty: 5492.366211
	Iteration 18Q: 3 clusters Score -8699142 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8699164.000000 Penalty: 5492.366211
	Iteration 19Q: 3 clusters Score -8699164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8699170.000000 Penalty: 5492.366211
	Iteration 20F: 3 clusters Score -8699170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -8699168.000000 Penalty: 5492.366211
	Iteration 21Q: 3 clusters Score -8699168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -8699172.000000 Penalty: 5492.366211
	Iteration 22Q: 3 clusters Score -8699172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62105 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -8699156.000000 Penalty: 5492.366211
	Iteration 23Q: 3 clusters Score -8699156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -8699166.000000 Penalty: 5492.366211
	Iteration 24Q: 3 clusters Score -8699166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -8699170.000000 Penalty: 5492.366211
	Iteration 25Q: 3 clusters Score -8699170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -8699167.000000 Penalty: 5492.366211
	Iteration 26Q: 3 clusters Score -8699167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -8699168.000000 Penalty: 5492.366211
	Iteration 27Q: 3 clusters Score -8699168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -8699168.000000 Penalty: 5492.366211
	Iteration 28F: 3 clusters Score -8699168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Entering Unmasked Estep 
Score: -5176510.500000 Penalty: 2609.967773
	Iteration 0F: 2 clusters Score -5176510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -5151289.000000 Penalty: 5219.935547
	Iteration 0F: 3 clusters Score -5151289 nChanged 16903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -5160504.500000 Penalty: 5219.935547
	Iteration 1F: 3 clusters Score -5160504 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -5161129.000000 Penalty: 5219.935547
	Iteration 2Q: 3 clusters Score -5161129 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -5161900.000000 Penalty: 5219.935547
	Iteration 3Q: 3 clusters Score -5161900 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -5162798.000000 Penalty: 5219.935547
	Iteration 4Q: 3 clusters Score -5162798 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -5163866.000000 Penalty: 5219.935547
	Iteration 5F: 3 clusters Score -5163866 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -5165028.500000 Penalty: 5219.935547
	Iteration 6F: 3 clusters Score -5165028 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -5166053.500000 Penalty: 5219.935547
	Iteration 7F: 3 clusters Score -5166054 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -5166959.000000 Penalty: 5219.935547
	Iteration 8F: 3 clusters Score -5166959 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -5167620.500000 Penalty: 5219.935547
	Iteration 9Q: 3 clusters Score -5167620 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -5168166.000000 Penalty: 5219.935547
	Iteration 10Q: 3 clusters Score -5168166 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -5168572.000000 Penalty: 5219.935547
	Iteration 11Q: 3 clusters Score -5168572 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -5168918.500000 Penalty: 5219.935547
	Iteration 12Q: 3 clusters Score -5168918 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -5169268.000000 Penalty: 5219.935547
	Iteration 13Q: 3 clusters Score -5169268 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -5169611.500000 Penalty: 5219.935547
	Iteration 14Q: 3 clusters Score -5169612 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -5170024.500000 Penalty: 5219.935547
	Iteration 15Q: 3 clusters Score -5170024 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -5170426.000000 Penalty: 5219.935547
	Iteration 16Q: 3 clusters Score -5170426 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -5170819.000000 Penalty: 5219.935547
	Iteration 17Q: 3 clusters Score -5170819 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -5171338.000000 Penalty: 5219.935547
	Iteration 18Q: 3 clusters Score -5171338 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -5171807.500000 Penalty: 5219.935547
	Iteration 19Q: 3 clusters Score -5171808 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -5172203.500000 Penalty: 5219.935547
	Iteration 20F: 3 clusters Score -5172204 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -5172588.000000 Penalty: 5219.935547
	Iteration 21Q: 3 clusters Score -5172588 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -5172888.000000 Penalty: 5219.935547
	Iteration 22Q: 3 clusters Score -5172888 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -5173137.500000 Penalty: 5219.935547
	Iteration 23Q: 3 clusters Score -5173138 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -5173296.500000 Penalty: 5219.935547
	Iteration 24Q: 3 clusters Score -5173296 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -5173448.000000 Penalty: 5219.935547
	Iteration 25Q: 3 clusters Score -5173448 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -5173564.000000 Penalty: 5219.935547
	Iteration 26Q: 3 clusters Score -5173564 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -5173668.500000 Penalty: 5219.935547
	Iteration 27Q: 3 clusters Score -5173668 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -5173745.500000 Penalty: 5219.935547
	Iteration 28Q: 3 clusters Score -5173746 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -5173803.500000 Penalty: 5219.935547
	Iteration 29Q: 3 clusters Score -5173804 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -5173851.500000 Penalty: 5219.935547
	Iteration 30Q: 3 clusters Score -5173852 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5173894.500000 Penalty: 5219.935547
	Iteration 31Q: 3 clusters Score -5173894 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -5173910.000000 Penalty: 5219.935547
	Iteration 32Q: 3 clusters Score -5173910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5173944.500000 Penalty: 5219.935547
	Iteration 33Q: 3 clusters Score -5173944 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5173977.500000 Penalty: 5219.935547
	Iteration 34Q: 3 clusters Score -5173978 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -5174010.000000 Penalty: 5219.935547
	Iteration 35Q: 3 clusters Score -5174010 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -5174043.000000 Penalty: 5219.935547
	Iteration 36Q: 3 clusters Score -5174043 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5174081.500000 Penalty: 5219.935547
	Iteration 37Q: 3 clusters Score -5174082 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5174113.000000 Penalty: 5219.935547
	Iteration 38Q: 3 clusters Score -5174113 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -5174137.000000 Penalty: 5219.935547
	Iteration 39Q: 3 clusters Score -5174137 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5174154.000000 Penalty: 5219.935547
	Iteration 40F: 3 clusters Score -5174154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5174160.500000 Penalty: 5219.935547
	Iteration 41Q: 3 clusters Score -5174160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5174179.000000 Penalty: 5219.935547
	Iteration 42Q: 3 clusters Score -5174179 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5174194.500000 Penalty: 5219.935547
	Iteration 43Q: 3 clusters Score -5174194 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5174203.000000 Penalty: 5219.935547
	Iteration 44Q: 3 clusters Score -5174203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5174223.000000 Penalty: 5219.935547
	Iteration 45Q: 3 clusters Score -5174223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5174231.000000 Penalty: 5219.935547
	Iteration 46Q: 3 clusters Score -5174231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5174227.500000 Penalty: 5219.935547
	Iteration 47Q: 3 clusters Score -5174228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5174232.500000 Penalty: 5219.935547
	Iteration 48Q: 3 clusters Score -5174232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5174253.500000 Penalty: 5219.935547
	Iteration 49Q: 3 clusters Score -5174254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5174265.000000 Penalty: 5219.935547
	Iteration 50Q: 3 clusters Score -5174265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5174272.500000 Penalty: 5219.935547
	Iteration 51Q: 3 clusters Score -5174272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5174277.500000 Penalty: 5219.935547
	Iteration 52Q: 3 clusters Score -5174278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5174288.000000 Penalty: 5219.935547
	Iteration 53Q: 3 clusters Score -5174288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5174290.000000 Penalty: 5219.935547
	Iteration 54Q: 3 clusters Score -5174290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5174294.000000 Penalty: 5219.935547
	Iteration 55Q: 3 clusters Score -5174294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5174292.500000 Penalty: 5219.935547
	Iteration 56Q: 3 clusters Score -5174292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5174296.000000 Penalty: 5219.935547
	Iteration 57Q: 3 clusters Score -5174296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5174292.500000 Penalty: 5219.935547
	Iteration 58Q: 3 clusters Score -5174292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5174295.500000 Penalty: 5219.935547
	Iteration 59Q: 3 clusters Score -5174296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5174302.500000 Penalty: 5219.935547
	Iteration 60F: 3 clusters Score -5174302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5174299.000000 Penalty: 5219.935547
	Iteration 61Q: 3 clusters Score -5174299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5174306.500000 Penalty: 5219.935547
	Iteration 62Q: 3 clusters Score -5174306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5174311.000000 Penalty: 5219.935547
	Iteration 63Q: 3 clusters Score -5174311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5174304.500000 Penalty: 5219.935547
	Iteration 64Q: 3 clusters Score -5174304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5174304.500000 Penalty: 5219.935547
	Iteration 65F: 3 clusters Score -5174304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Entering Unmasked Estep 
Score: -1576794.000000 Penalty: 2321.250244
	Iteration 0F: 2 clusters Score -1576794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1568092.125000 Penalty: 4642.500488
	Iteration 0F: 3 clusters Score -1568092 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1570811.750000 Penalty: 4642.500488
	Iteration 1F: 3 clusters Score -1570812 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1571192.125000 Penalty: 4642.500488
	Iteration 2F: 3 clusters Score -1571192 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1571525.625000 Penalty: 4642.500488
	Iteration 3F: 3 clusters Score -1571526 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1571842.750000 Penalty: 4642.500488
	Iteration 4Q: 3 clusters Score -1571843 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1572180.125000 Penalty: 4642.500488
	Iteration 5F: 3 clusters Score -1572180 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1572450.000000 Penalty: 4642.500488
	Iteration 6Q: 3 clusters Score -1572450 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1572664.125000 Penalty: 4642.500488
	Iteration 7Q: 3 clusters Score -1572664 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1572840.375000 Penalty: 4642.500488
	Iteration 8Q: 3 clusters Score -1572840 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1572977.750000 Penalty: 4642.500488
	Iteration 9Q: 3 clusters Score -1572978 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1573097.000000 Penalty: 4642.500488
	Iteration 10Q: 3 clusters Score -1573097 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1573201.125000 Penalty: 4642.500488
	Iteration 11Q: 3 clusters Score -1573201 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1573280.750000 Penalty: 4642.500488
	Iteration 12Q: 3 clusters Score -1573281 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1573347.250000 Penalty: 4642.500488
	Iteration 13Q: 3 clusters Score -1573347 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1573414.250000 Penalty: 4642.500488
	Iteration 14Q: 3 clusters Score -1573414 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1573491.375000 Penalty: 4642.500488
	Iteration 15Q: 3 clusters Score -1573491 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1573576.000000 Penalty: 4642.500488
	Iteration 16Q: 3 clusters Score -1573576 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1573665.375000 Penalty: 4642.500488
	Iteration 17Q: 3 clusters Score -1573665 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1573756.500000 Penalty: 4642.500488
	Iteration 18Q: 3 clusters Score -1573756 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1573834.625000 Penalty: 4642.500488
	Iteration 19Q: 3 clusters Score -1573835 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1573903.000000 Penalty: 4642.500488
	Iteration 20F: 3 clusters Score -1573903 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1573998.750000 Penalty: 4642.500488
	Iteration 21Q: 3 clusters Score -1573999 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1574111.375000 Penalty: 4642.500488
	Iteration 22Q: 3 clusters Score -1574111 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1574245.500000 Penalty: 4642.500488
	Iteration 23Q: 3 clusters Score -1574246 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1574410.875000 Penalty: 4642.500488
	Iteration 24Q: 3 clusters Score -1574411 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1574556.875000 Penalty: 4642.500488
	Iteration 25Q: 3 clusters Score -1574557 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1574706.875000 Penalty: 4642.500488
	Iteration 26Q: 3 clusters Score -1574707 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1574859.000000 Penalty: 4642.500488
	Iteration 27Q: 3 clusters Score -1574859 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1574987.375000 Penalty: 4642.500488
	Iteration 28Q: 3 clusters Score -1574987 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1575110.625000 Penalty: 4642.500488
	Iteration 29Q: 3 clusters Score -1575111 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1575180.375000 Penalty: 4642.500488
	Iteration 30Q: 3 clusters Score -1575180 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1575232.375000 Penalty: 4642.500488
	Iteration 31Q: 3 clusters Score -1575232 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1575276.125000 Penalty: 4642.500488
	Iteration 32Q: 3 clusters Score -1575276 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1575323.000000 Penalty: 4642.500488
	Iteration 33Q: 3 clusters Score -1575323 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1575358.250000 Penalty: 4642.500488
	Iteration 34Q: 3 clusters Score -1575358 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1575390.500000 Penalty: 4642.500488
	Iteration 35Q: 3 clusters Score -1575390 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1575424.125000 Penalty: 4642.500488
	Iteration 36Q: 3 clusters Score -1575424 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1575445.125000 Penalty: 4642.500488
	Iteration 37Q: 3 clusters Score -1575445 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1575465.625000 Penalty: 4642.500488
	Iteration 38Q: 3 clusters Score -1575466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1575488.125000 Penalty: 4642.500488
	Iteration 39Q: 3 clusters Score -1575488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1575499.125000 Penalty: 4642.500488
	Iteration 40F: 3 clusters Score -1575499 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1575518.000000 Penalty: 4642.500488
	Iteration 41Q: 3 clusters Score -1575518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1575531.750000 Penalty: 4642.500488
	Iteration 42Q: 3 clusters Score -1575532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1575542.875000 Penalty: 4642.500488
	Iteration 43Q: 3 clusters Score -1575543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1575548.750000 Penalty: 4642.500488
	Iteration 44Q: 3 clusters Score -1575549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1575563.125000 Penalty: 4642.500488
	Iteration 45Q: 3 clusters Score -1575563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1575568.625000 Penalty: 4642.500488
	Iteration 46Q: 3 clusters Score -1575569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1575577.875000 Penalty: 4642.500488
	Iteration 47Q: 3 clusters Score -1575578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1575584.250000 Penalty: 4642.500488
	Iteration 48Q: 3 clusters Score -1575584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1575589.125000 Penalty: 4642.500488
	Iteration 49Q: 3 clusters Score -1575589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1575596.625000 Penalty: 4642.500488
	Iteration 50Q: 3 clusters Score -1575597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1575597.125000 Penalty: 4642.500488
	Iteration 51Q: 3 clusters Score -1575597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1575599.500000 Penalty: 4642.500488
	Iteration 52Q: 3 clusters Score -1575600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1575598.250000 Penalty: 4642.500488
	Iteration 53Q: 3 clusters Score -1575598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1575603.000000 Penalty: 4642.500488
	Iteration 54Q: 3 clusters Score -1575603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1575608.000000 Penalty: 4642.500488
	Iteration 55Q: 3 clusters Score -1575608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1575604.500000 Penalty: 4642.500488
	Iteration 56Q: 3 clusters Score -1575604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1575603.500000 Penalty: 4642.500488
	Iteration 57Q: 3 clusters Score -1575604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1575603.500000 Penalty: 4642.500488
	Iteration 58F: 3 clusters Score -1575604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Entering Unmasked Estep 
Score: -988175.687500 Penalty: 2208.684814
	Iteration 0F: 2 clusters Score -988175.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -982137.687500 Penalty: 4417.369629
	Iteration 0F: 3 clusters Score -982137.7 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -983737.312500 Penalty: 4417.369629
	Iteration 1F: 3 clusters Score -983737.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -983993.500000 Penalty: 4417.369629
	Iteration 2F: 3 clusters Score -983993.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -984164.875000 Penalty: 4417.369629
	Iteration 3Q: 3 clusters Score -984164.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -984283.062500 Penalty: 4417.369629
	Iteration 4Q: 3 clusters Score -984283.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -984371.875000 Penalty: 4417.369629
	Iteration 5Q: 3 clusters Score -984371.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -984464.875000 Penalty: 4417.369629
	Iteration 6Q: 3 clusters Score -984464.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -984556.187500 Penalty: 4417.369629
	Iteration 7Q: 3 clusters Score -984556.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -984643.812500 Penalty: 4417.369629
	Iteration 8Q: 3 clusters Score -984643.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -984720.937500 Penalty: 4417.369629
	Iteration 9Q: 3 clusters Score -984720.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -984785.687500 Penalty: 4417.369629
	Iteration 10Q: 3 clusters Score -984785.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -984841.812500 Penalty: 4417.369629
	Iteration 11Q: 3 clusters Score -984841.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -984911.750000 Penalty: 4417.369629
	Iteration 12Q: 3 clusters Score -984911.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -984980.312500 Penalty: 4417.369629
	Iteration 13Q: 3 clusters Score -984980.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -985052.875000 Penalty: 4417.369629
	Iteration 14Q: 3 clusters Score -985052.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -985132.375000 Penalty: 4417.369629
	Iteration 15Q: 3 clusters Score -985132.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -985215.312500 Penalty: 4417.369629
	Iteration 16Q: 3 clusters Score -985215.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -985309.500000 Penalty: 4417.369629
	Iteration 17Q: 3 clusters Score -985309.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -985397.187500 Penalty: 4417.369629
	Iteration 18Q: 3 clusters Score -985397.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -985479.687500 Penalty: 4417.369629
	Iteration 19Q: 3 clusters Score -985479.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -985566.125000 Penalty: 4417.369629
	Iteration 20F: 3 clusters Score -985566.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -985639.312500 Penalty: 4417.369629
	Iteration 21Q: 3 clusters Score -985639.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -985720.875000 Penalty: 4417.369629
	Iteration 22Q: 3 clusters Score -985720.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -985796.750000 Penalty: 4417.369629
	Iteration 23Q: 3 clusters Score -985796.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -985872.000000 Penalty: 4417.369629
	Iteration 24Q: 3 clusters Score -985872 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -985942.812500 Penalty: 4417.369629
	Iteration 25Q: 3 clusters Score -985942.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -986011.125000 Penalty: 4417.369629
	Iteration 26Q: 3 clusters Score -986011.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -986067.875000 Penalty: 4417.369629
	Iteration 27Q: 3 clusters Score -986067.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -986119.375000 Penalty: 4417.369629
	Iteration 28Q: 3 clusters Score -986119.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -986174.500000 Penalty: 4417.369629
	Iteration 29Q: 3 clusters Score -986174.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -986208.937500 Penalty: 4417.369629
	Iteration 30Q: 3 clusters Score -986208.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -986247.250000 Penalty: 4417.369629
	Iteration 31Q: 3 clusters Score -986247.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -986278.687500 Penalty: 4417.369629
	Iteration 32Q: 3 clusters Score -986278.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -986297.562500 Penalty: 4417.369629
	Iteration 33Q: 3 clusters Score -986297.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -986306.500000 Penalty: 4417.369629
	Iteration 34Q: 3 clusters Score -986306.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -986318.000000 Penalty: 4417.369629
	Iteration 35Q: 3 clusters Score -986318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -986326.750000 Penalty: 4417.369629
	Iteration 36Q: 3 clusters Score -986326.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -986341.062500 Penalty: 4417.369629
	Iteration 37Q: 3 clusters Score -986341.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -986346.500000 Penalty: 4417.369629
	Iteration 38Q: 3 clusters Score -986346.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -986349.812500 Penalty: 4417.369629
	Iteration 39Q: 3 clusters Score -986349.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -986355.875000 Penalty: 4417.369629
	Iteration 40F: 3 clusters Score -986355.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -986359.062500 Penalty: 4417.369629
	Iteration 41Q: 3 clusters Score -986359.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -986365.937500 Penalty: 4417.369629
	Iteration 42Q: 3 clusters Score -986365.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -986367.812500 Penalty: 4417.369629
	Iteration 43Q: 3 clusters Score -986367.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -986367.750000 Penalty: 4417.369629
	Iteration 44Q: 3 clusters Score -986367.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -986368.437500 Penalty: 4417.369629
	Iteration 45Q: 3 clusters Score -986368.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -986368.437500 Penalty: 4417.369629
	Iteration 46F: 3 clusters Score -986368.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Entering Unmasked Estep 
Score: -400337.156250 Penalty: 2009.741699
	Iteration 0F: 2 clusters Score -400337.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -396889.812500 Penalty: 4019.483398
	Iteration 0F: 3 clusters Score -396889.8 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -397663.000000 Penalty: 4019.483398
	Iteration 1F: 3 clusters Score -397663 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -397861.750000 Penalty: 4019.483398
	Iteration 2F: 3 clusters Score -397861.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -398009.875000 Penalty: 4019.483398
	Iteration 3F: 3 clusters Score -398009.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -398119.906250 Penalty: 4019.483398
	Iteration 4Q: 3 clusters Score -398119.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -398190.156250 Penalty: 4019.483398
	Iteration 5Q: 3 clusters Score -398190.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -398243.500000 Penalty: 4019.483398
	Iteration 6Q: 3 clusters Score -398243.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -398294.031250 Penalty: 4019.483398
	Iteration 7Q: 3 clusters Score -398294 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -398338.437500 Penalty: 4019.483398
	Iteration 8Q: 3 clusters Score -398338.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -398380.437500 Penalty: 4019.483398
	Iteration 9Q: 3 clusters Score -398380.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -398422.718750 Penalty: 4019.483398
	Iteration 10Q: 3 clusters Score -398422.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -398453.968750 Penalty: 4019.483398
	Iteration 11Q: 3 clusters Score -398454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -398480.625000 Penalty: 4019.483398
	Iteration 12Q: 3 clusters Score -398480.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -398513.625000 Penalty: 4019.483398
	Iteration 13Q: 3 clusters Score -398513.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -398559.125000 Penalty: 4019.483398
	Iteration 14Q: 3 clusters Score -398559.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -398607.500000 Penalty: 4019.483398
	Iteration 15Q: 3 clusters Score -398607.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -398656.531250 Penalty: 4019.483398
	Iteration 16Q: 3 clusters Score -398656.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -398710.000000 Penalty: 4019.483398
	Iteration 17Q: 3 clusters Score -398710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -398740.406250 Penalty: 4019.483398
	Iteration 18Q: 3 clusters Score -398740.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -398770.687500 Penalty: 4019.483398
	Iteration 19Q: 3 clusters Score -398770.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -398798.125000 Penalty: 4019.483398
	Iteration 20F: 3 clusters Score -398798.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -398826.250000 Penalty: 4019.483398
	Iteration 21Q: 3 clusters Score -398826.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -398860.156250 Penalty: 4019.483398
	Iteration 22Q: 3 clusters Score -398860.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -398886.281250 Penalty: 4019.483398
	Iteration 23Q: 3 clusters Score -398886.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -398916.312500 Penalty: 4019.483398
	Iteration 24Q: 3 clusters Score -398916.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -398940.250000 Penalty: 4019.483398
	Iteration 25Q: 3 clusters Score -398940.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -398955.062500 Penalty: 4019.483398
	Iteration 26Q: 3 clusters Score -398955.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -398967.968750 Penalty: 4019.483398
	Iteration 27Q: 3 clusters Score -398968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -398977.312500 Penalty: 4019.483398
	Iteration 28Q: 3 clusters Score -398977.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -398982.593750 Penalty: 4019.483398
	Iteration 29Q: 3 clusters Score -398982.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -398992.125000 Penalty: 4019.483398
	Iteration 30Q: 3 clusters Score -398992.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -399001.250000 Penalty: 4019.483398
	Iteration 31Q: 3 clusters Score -399001.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -399011.593750 Penalty: 4019.483398
	Iteration 32Q: 3 clusters Score -399011.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -399019.406250 Penalty: 4019.483398
	Iteration 33Q: 3 clusters Score -399019.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -399025.312500 Penalty: 4019.483398
	Iteration 34Q: 3 clusters Score -399025.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -399030.406250 Penalty: 4019.483398
	Iteration 35Q: 3 clusters Score -399030.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -399034.875000 Penalty: 4019.483398
	Iteration 36Q: 3 clusters Score -399034.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -399037.906250 Penalty: 4019.483398
	Iteration 37Q: 3 clusters Score -399037.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -399040.125000 Penalty: 4019.483398
	Iteration 38Q: 3 clusters Score -399040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -399041.250000 Penalty: 4019.483398
	Iteration 39Q: 3 clusters Score -399041.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -399042.718750 Penalty: 4019.483398
	Iteration 40F: 3 clusters Score -399042.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -399044.250000 Penalty: 4019.483398
	Iteration 41Q: 3 clusters Score -399044.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -399044.781250 Penalty: 4019.483398
	Iteration 42Q: 3 clusters Score -399044.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -399044.781250 Penalty: 4019.483398
	Iteration 43F: 3 clusters Score -399044.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Entering Unmasked Estep 
Score: -1400537.625000 Penalty: 2296.476807
	Iteration 0F: 2 clusters Score -1400538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1392539.000000 Penalty: 4592.953613
	Iteration 0F: 3 clusters Score -1392539 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1394887.125000 Penalty: 4592.953613
	Iteration 1F: 3 clusters Score -1394887 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1395250.500000 Penalty: 4592.953613
	Iteration 2F: 3 clusters Score -1395250 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1395518.875000 Penalty: 4592.953613
	Iteration 3F: 3 clusters Score -1395519 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1395731.000000 Penalty: 4592.953613
	Iteration 4Q: 3 clusters Score -1395731 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1395912.000000 Penalty: 4592.953613
	Iteration 5Q: 3 clusters Score -1395912 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1396081.750000 Penalty: 4592.953613
	Iteration 6Q: 3 clusters Score -1396082 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1396247.250000 Penalty: 4592.953613
	Iteration 7Q: 3 clusters Score -1396247 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1396408.500000 Penalty: 4592.953613
	Iteration 8Q: 3 clusters Score -1396408 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1396580.000000 Penalty: 4592.953613
	Iteration 9Q: 3 clusters Score -1396580 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1396739.750000 Penalty: 4592.953613
	Iteration 10Q: 3 clusters Score -1396740 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1396895.750000 Penalty: 4592.953613
	Iteration 11Q: 3 clusters Score -1396896 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1397035.000000 Penalty: 4592.953613
	Iteration 12Q: 3 clusters Score -1397035 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1397145.750000 Penalty: 4592.953613
	Iteration 13Q: 3 clusters Score -1397146 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1397246.625000 Penalty: 4592.953613
	Iteration 14Q: 3 clusters Score -1397247 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1397316.750000 Penalty: 4592.953613
	Iteration 15Q: 3 clusters Score -1397317 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1397383.625000 Penalty: 4592.953613
	Iteration 16Q: 3 clusters Score -1397384 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1397449.000000 Penalty: 4592.953613
	Iteration 17Q: 3 clusters Score -1397449 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1397514.000000 Penalty: 4592.953613
	Iteration 18Q: 3 clusters Score -1397514 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1397598.750000 Penalty: 4592.953613
	Iteration 19Q: 3 clusters Score -1397599 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1397677.750000 Penalty: 4592.953613
	Iteration 20F: 3 clusters Score -1397678 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1397763.000000 Penalty: 4592.953613
	Iteration 21Q: 3 clusters Score -1397763 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1397843.875000 Penalty: 4592.953613
	Iteration 22Q: 3 clusters Score -1397844 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1397918.875000 Penalty: 4592.953613
	Iteration 23Q: 3 clusters Score -1397919 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1398002.500000 Penalty: 4592.953613
	Iteration 24Q: 3 clusters Score -1398002 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1398089.625000 Penalty: 4592.953613
	Iteration 25Q: 3 clusters Score -1398090 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1398175.625000 Penalty: 4592.953613
	Iteration 26Q: 3 clusters Score -1398176 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1398263.375000 Penalty: 4592.953613
	Iteration 27Q: 3 clusters Score -1398263 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1398316.500000 Penalty: 4592.953613
	Iteration 28Q: 3 clusters Score -1398316 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1398352.625000 Penalty: 4592.953613
	Iteration 29Q: 3 clusters Score -1398353 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1398389.500000 Penalty: 4592.953613
	Iteration 30Q: 3 clusters Score -1398390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1398419.000000 Penalty: 4592.953613
	Iteration 31Q: 3 clusters Score -1398419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1398442.625000 Penalty: 4592.953613
	Iteration 32Q: 3 clusters Score -1398443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1398461.250000 Penalty: 4592.953613
	Iteration 33Q: 3 clusters Score -1398461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1398482.000000 Penalty: 4592.953613
	Iteration 34Q: 3 clusters Score -1398482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1398499.000000 Penalty: 4592.953613
	Iteration 35Q: 3 clusters Score -1398499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1398513.500000 Penalty: 4592.953613
	Iteration 36Q: 3 clusters Score -1398514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1398518.250000 Penalty: 4592.953613
	Iteration 37Q: 3 clusters Score -1398518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1398523.500000 Penalty: 4592.953613
	Iteration 38Q: 3 clusters Score -1398524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1398526.000000 Penalty: 4592.953613
	Iteration 39Q: 3 clusters Score -1398526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1398528.250000 Penalty: 4592.953613
	Iteration 40F: 3 clusters Score -1398528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1398536.250000 Penalty: 4592.953613
	Iteration 41Q: 3 clusters Score -1398536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1398540.375000 Penalty: 4592.953613
	Iteration 42Q: 3 clusters Score -1398540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1398546.875000 Penalty: 4592.953613
	Iteration 43Q: 3 clusters Score -1398547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1398550.500000 Penalty: 4592.953613
	Iteration 44Q: 3 clusters Score -1398550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1398557.500000 Penalty: 4592.953613
	Iteration 45Q: 3 clusters Score -1398558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1398558.500000 Penalty: 4592.953613
	Iteration 46Q: 3 clusters Score -1398558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1398560.500000 Penalty: 4592.953613
	Iteration 47Q: 3 clusters Score -1398560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1398566.500000 Penalty: 4592.953613
	Iteration 48Q: 3 clusters Score -1398566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1398571.375000 Penalty: 4592.953613
	Iteration 49Q: 3 clusters Score -1398571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1398576.875000 Penalty: 4592.953613
	Iteration 50Q: 3 clusters Score -1398577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1398578.375000 Penalty: 4592.953613
	Iteration 51Q: 3 clusters Score -1398578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1398581.625000 Penalty: 4592.953613
	Iteration 52Q: 3 clusters Score -1398582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1398582.500000 Penalty: 4592.953613
	Iteration 53Q: 3 clusters Score -1398582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1398581.750000 Penalty: 4592.953613
	Iteration 54Q: 3 clusters Score -1398582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1398581.125000 Penalty: 4592.953613
	Iteration 55Q: 3 clusters Score -1398581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1398582.875000 Penalty: 4592.953613
	Iteration 56Q: 3 clusters Score -1398583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1398583.875000 Penalty: 4592.953613
	Iteration 57Q: 3 clusters Score -1398584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1398585.375000 Penalty: 4592.953613
	Iteration 58Q: 3 clusters Score -1398585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1398585.750000 Penalty: 4592.953613
	Iteration 59Q: 3 clusters Score -1398586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1398586.000000 Penalty: 4592.953613
	Iteration 60F: 3 clusters Score -1398586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1398587.875000 Penalty: 4592.953613
	Iteration 61Q: 3 clusters Score -1398588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1398594.625000 Penalty: 4592.953613
	Iteration 62Q: 3 clusters Score -1398595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1398595.000000 Penalty: 4592.953613
	Iteration 63Q: 3 clusters Score -1398595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1398595.000000 Penalty: 4592.953613
	Iteration 64F: 3 clusters Score -1398595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Entering Unmasked Estep 
Score: -367335.531250 Penalty: 1969.705811
	Iteration 0F: 2 clusters Score -367335.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -364184.625000 Penalty: 3939.411621
	Iteration 0F: 3 clusters Score -364184.6 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -364830.343750 Penalty: 3939.411621
	Iteration 1F: 3 clusters Score -364830.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -365004.687500 Penalty: 3939.411621
	Iteration 2F: 3 clusters Score -365004.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -365096.781250 Penalty: 3939.411621
	Iteration 3F: 3 clusters Score -365096.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -365164.312500 Penalty: 3939.411621
	Iteration 4Q: 3 clusters Score -365164.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -365214.562500 Penalty: 3939.411621
	Iteration 5Q: 3 clusters Score -365214.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -365252.812500 Penalty: 3939.411621
	Iteration 6Q: 3 clusters Score -365252.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -365275.968750 Penalty: 3939.411621
	Iteration 7Q: 3 clusters Score -365276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -365299.531250 Penalty: 3939.411621
	Iteration 8Q: 3 clusters Score -365299.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -365318.281250 Penalty: 3939.411621
	Iteration 9Q: 3 clusters Score -365318.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -365328.593750 Penalty: 3939.411621
	Iteration 10Q: 3 clusters Score -365328.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -365335.500000 Penalty: 3939.411621
	Iteration 11Q: 3 clusters Score -365335.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -365340.593750 Penalty: 3939.411621
	Iteration 12Q: 3 clusters Score -365340.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -365346.125000 Penalty: 3939.411621
	Iteration 13Q: 3 clusters Score -365346.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -365349.968750 Penalty: 3939.411621
	Iteration 14Q: 3 clusters Score -365350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -365353.125000 Penalty: 3939.411621
	Iteration 15Q: 3 clusters Score -365353.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -365357.250000 Penalty: 3939.411621
	Iteration 16Q: 3 clusters Score -365357.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -365358.562500 Penalty: 3939.411621
	Iteration 17Q: 3 clusters Score -365358.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -365360.593750 Penalty: 3939.411621
	Iteration 18Q: 3 clusters Score -365360.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -365364.500000 Penalty: 3939.411621
	Iteration 19Q: 3 clusters Score -365364.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -365367.468750 Penalty: 3939.411621
	Iteration 20F: 3 clusters Score -365367.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -365371.000000 Penalty: 3939.411621
	Iteration 21Q: 3 clusters Score -365371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -365374.218750 Penalty: 3939.411621
	Iteration 22Q: 3 clusters Score -365374.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -365377.312500 Penalty: 3939.411621
	Iteration 23Q: 3 clusters Score -365377.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -365379.812500 Penalty: 3939.411621
	Iteration 24Q: 3 clusters Score -365379.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -365383.375000 Penalty: 3939.411621
	Iteration 25Q: 3 clusters Score -365383.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -365386.093750 Penalty: 3939.411621
	Iteration 26Q: 3 clusters Score -365386.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -365387.531250 Penalty: 3939.411621
	Iteration 27Q: 3 clusters Score -365387.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -365389.687500 Penalty: 3939.411621
	Iteration 28Q: 3 clusters Score -365389.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -365390.125000 Penalty: 3939.411621
	Iteration 29Q: 3 clusters Score -365390.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -365390.718750 Penalty: 3939.411621
	Iteration 30Q: 3 clusters Score -365390.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -365391.312500 Penalty: 3939.411621
	Iteration 31Q: 3 clusters Score -365391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -365392.500000 Penalty: 3939.411621
	Iteration 32Q: 3 clusters Score -365392.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -365392.500000 Penalty: 3939.411621
	Iteration 33F: 3 clusters Score -365392.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Entering Unmasked Estep 
Score: -591954.312500 Penalty: 2100.948975
	Iteration 0F: 2 clusters Score -591954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -587601.000000 Penalty: 4201.897949
	Iteration 0F: 3 clusters Score -587601 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -588680.812500 Penalty: 4201.897949
	Iteration 1F: 3 clusters Score -588680.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -588946.312500 Penalty: 4201.897949
	Iteration 2F: 3 clusters Score -588946.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -589119.687500 Penalty: 4201.897949
	Iteration 3F: 3 clusters Score -589119.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -589243.937500 Penalty: 4201.897949
	Iteration 4Q: 3 clusters Score -589243.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -589326.000000 Penalty: 4201.897949
	Iteration 5Q: 3 clusters Score -589326 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -589392.437500 Penalty: 4201.897949
	Iteration 6Q: 3 clusters Score -589392.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -589456.125000 Penalty: 4201.897949
	Iteration 7Q: 3 clusters Score -589456.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -589521.875000 Penalty: 4201.897949
	Iteration 8Q: 3 clusters Score -589521.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -589580.812500 Penalty: 4201.897949
	Iteration 9Q: 3 clusters Score -589580.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -589627.875000 Penalty: 4201.897949
	Iteration 10Q: 3 clusters Score -589627.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -589695.125000 Penalty: 4201.897949
	Iteration 11Q: 3 clusters Score -589695.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -589759.687500 Penalty: 4201.897949
	Iteration 12Q: 3 clusters Score -589759.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -589833.437500 Penalty: 4201.897949
	Iteration 13Q: 3 clusters Score -589833.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -589940.437500 Penalty: 4201.897949
	Iteration 14Q: 3 clusters Score -589940.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -590068.687500 Penalty: 4201.897949
	Iteration 15Q: 3 clusters Score -590068.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -590183.312500 Penalty: 4201.897949
	Iteration 16Q: 3 clusters Score -590183.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -590285.500000 Penalty: 4201.897949
	Iteration 17Q: 3 clusters Score -590285.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -590381.125000 Penalty: 4201.897949
	Iteration 18Q: 3 clusters Score -590381.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -590467.812500 Penalty: 4201.897949
	Iteration 19Q: 3 clusters Score -590467.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -590535.125000 Penalty: 4201.897949
	Iteration 20F: 3 clusters Score -590535.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -590599.750000 Penalty: 4201.897949
	Iteration 21Q: 3 clusters Score -590599.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -590667.562500 Penalty: 4201.897949
	Iteration 22Q: 3 clusters Score -590667.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -590706.375000 Penalty: 4201.897949
	Iteration 23Q: 3 clusters Score -590706.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -590739.625000 Penalty: 4201.897949
	Iteration 24Q: 3 clusters Score -590739.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -590782.000000 Penalty: 4201.897949
	Iteration 25Q: 3 clusters Score -590782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -590825.375000 Penalty: 4201.897949
	Iteration 26Q: 3 clusters Score -590825.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -590868.500000 Penalty: 4201.897949
	Iteration 27Q: 3 clusters Score -590868.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -590923.062500 Penalty: 4201.897949
	Iteration 28Q: 3 clusters Score -590923.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -590980.187500 Penalty: 4201.897949
	Iteration 29Q: 3 clusters Score -590980.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -591021.812500 Penalty: 4201.897949
	Iteration 30Q: 3 clusters Score -591021.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -591049.375000 Penalty: 4201.897949
	Iteration 31Q: 3 clusters Score -591049.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -591073.562500 Penalty: 4201.897949
	Iteration 32Q: 3 clusters Score -591073.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -591102.812500 Penalty: 4201.897949
	Iteration 33Q: 3 clusters Score -591102.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -591122.250000 Penalty: 4201.897949
	Iteration 34Q: 3 clusters Score -591122.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -591140.062500 Penalty: 4201.897949
	Iteration 35Q: 3 clusters Score -591140.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -591160.750000 Penalty: 4201.897949
	Iteration 36Q: 3 clusters Score -591160.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -591177.500000 Penalty: 4201.897949
	Iteration 37Q: 3 clusters Score -591177.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -591186.437500 Penalty: 4201.897949
	Iteration 38Q: 3 clusters Score -591186.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -591193.750000 Penalty: 4201.897949
	Iteration 39Q: 3 clusters Score -591193.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -591199.250000 Penalty: 4201.897949
	Iteration 40F: 3 clusters Score -591199.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -591201.187500 Penalty: 4201.897949
	Iteration 41Q: 3 clusters Score -591201.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -591205.312500 Penalty: 4201.897949
	Iteration 42Q: 3 clusters Score -591205.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -591208.250000 Penalty: 4201.897949
	Iteration 43Q: 3 clusters Score -591208.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -591211.062500 Penalty: 4201.897949
	Iteration 44Q: 3 clusters Score -591211.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -591214.312500 Penalty: 4201.897949
	Iteration 45Q: 3 clusters Score -591214.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -591215.625000 Penalty: 4201.897949
	Iteration 46Q: 3 clusters Score -591215.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -591218.687500 Penalty: 4201.897949
	Iteration 47Q: 3 clusters Score -591218.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -591220.312500 Penalty: 4201.897949
	Iteration 48Q: 3 clusters Score -591220.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -591221.812500 Penalty: 4201.897949
	Iteration 49Q: 3 clusters Score -591221.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -591224.125000 Penalty: 4201.897949
	Iteration 50Q: 3 clusters Score -591224.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -591225.937500 Penalty: 4201.897949
	Iteration 51Q: 3 clusters Score -591225.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -591228.062500 Penalty: 4201.897949
	Iteration 52Q: 3 clusters Score -591228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -591229.750000 Penalty: 4201.897949
	Iteration 53Q: 3 clusters Score -591229.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -591231.875000 Penalty: 4201.897949
	Iteration 54Q: 3 clusters Score -591231.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -591231.875000 Penalty: 4201.897949
	Iteration 55Q: 3 clusters Score -591231.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -591230.750000 Penalty: 4201.897949
	Iteration 56Q: 3 clusters Score -591230.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -591230.750000 Penalty: 4201.897949
	Iteration 57F: 3 clusters Score -591230.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -20363.468750 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -20363.47 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 99 members 
Entering Unmasked Estep 
Score: -19282.085938 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -19282.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19333.818359 Penalty: 2586.608154
	Iteration 1Q: 3 clusters Score -19333.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19350.185547 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -19350.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19368.736328 Penalty: 2586.608154
	Iteration 3Q: 3 clusters Score -19368.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19376.664062 Penalty: 2586.608154
	Iteration 4Q: 3 clusters Score -19376.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19383.478516 Penalty: 2586.608154
	Iteration 5Q: 3 clusters Score -19383.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19388.513672 Penalty: 2586.608154
	Iteration 6Q: 3 clusters Score -19388.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19388.513672 Penalty: 2586.608154
	Iteration 7F: 3 clusters Score -19388.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Entering Unmasked Estep 
Score: -1134593.000000 Penalty: 2241.072266
	Iteration 0F: 2 clusters Score -1134593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1127897.250000 Penalty: 4482.144531
	Iteration 0F: 3 clusters Score -1127897 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1129658.875000 Penalty: 4482.144531
	Iteration 1F: 3 clusters Score -1129659 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1130006.500000 Penalty: 4482.144531
	Iteration 2F: 3 clusters Score -1130006 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1130281.375000 Penalty: 4482.144531
	Iteration 3F: 3 clusters Score -1130281 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1130557.625000 Penalty: 4482.144531
	Iteration 4F: 3 clusters Score -1130558 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1130832.500000 Penalty: 4482.144531
	Iteration 5Q: 3 clusters Score -1130832 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1131104.125000 Penalty: 4482.144531
	Iteration 6Q: 3 clusters Score -1131104 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1131330.875000 Penalty: 4482.144531
	Iteration 7Q: 3 clusters Score -1131331 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1131534.750000 Penalty: 4482.144531
	Iteration 8Q: 3 clusters Score -1131535 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1131731.250000 Penalty: 4482.144531
	Iteration 9Q: 3 clusters Score -1131731 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1131928.750000 Penalty: 4482.144531
	Iteration 10Q: 3 clusters Score -1131929 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1132125.125000 Penalty: 4482.144531
	Iteration 11Q: 3 clusters Score -1132125 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1132260.000000 Penalty: 4482.144531
	Iteration 12Q: 3 clusters Score -1132260 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1132358.250000 Penalty: 4482.144531
	Iteration 13Q: 3 clusters Score -1132358 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1132436.625000 Penalty: 4482.144531
	Iteration 14Q: 3 clusters Score -1132437 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1132510.125000 Penalty: 4482.144531
	Iteration 15Q: 3 clusters Score -1132510 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1132567.875000 Penalty: 4482.144531
	Iteration 16Q: 3 clusters Score -1132568 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1132613.000000 Penalty: 4482.144531
	Iteration 17Q: 3 clusters Score -1132613 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1132648.750000 Penalty: 4482.144531
	Iteration 18Q: 3 clusters Score -1132649 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1132683.125000 Penalty: 4482.144531
	Iteration 19Q: 3 clusters Score -1132683 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1132706.875000 Penalty: 4482.144531
	Iteration 20F: 3 clusters Score -1132707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1132724.375000 Penalty: 4482.144531
	Iteration 21Q: 3 clusters Score -1132724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1132743.875000 Penalty: 4482.144531
	Iteration 22Q: 3 clusters Score -1132744 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1132771.750000 Penalty: 4482.144531
	Iteration 23Q: 3 clusters Score -1132772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1132798.750000 Penalty: 4482.144531
	Iteration 24Q: 3 clusters Score -1132799 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1132825.625000 Penalty: 4482.144531
	Iteration 25Q: 3 clusters Score -1132826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1132844.875000 Penalty: 4482.144531
	Iteration 26Q: 3 clusters Score -1132845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1132859.125000 Penalty: 4482.144531
	Iteration 27Q: 3 clusters Score -1132859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1132877.250000 Penalty: 4482.144531
	Iteration 28Q: 3 clusters Score -1132877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1132895.375000 Penalty: 4482.144531
	Iteration 29Q: 3 clusters Score -1132895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1132907.250000 Penalty: 4482.144531
	Iteration 30Q: 3 clusters Score -1132907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1132919.875000 Penalty: 4482.144531
	Iteration 31Q: 3 clusters Score -1132920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1132940.250000 Penalty: 4482.144531
	Iteration 32Q: 3 clusters Score -1132940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1132953.875000 Penalty: 4482.144531
	Iteration 33Q: 3 clusters Score -1132954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1132967.000000 Penalty: 4482.144531
	Iteration 34Q: 3 clusters Score -1132967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1132974.250000 Penalty: 4482.144531
	Iteration 35Q: 3 clusters Score -1132974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1132984.250000 Penalty: 4482.144531
	Iteration 36Q: 3 clusters Score -1132984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1132987.875000 Penalty: 4482.144531
	Iteration 37Q: 3 clusters Score -1132988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1132994.125000 Penalty: 4482.144531
	Iteration 38Q: 3 clusters Score -1132994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1132997.250000 Penalty: 4482.144531
	Iteration 39Q: 3 clusters Score -1132997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1133002.875000 Penalty: 4482.144531
	Iteration 40F: 3 clusters Score -1133003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1133006.250000 Penalty: 4482.144531
	Iteration 41Q: 3 clusters Score -1133006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1133011.875000 Penalty: 4482.144531
	Iteration 42Q: 3 clusters Score -1133012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1133017.625000 Penalty: 4482.144531
	Iteration 43Q: 3 clusters Score -1133018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1133022.750000 Penalty: 4482.144531
	Iteration 44Q: 3 clusters Score -1133023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1133021.750000 Penalty: 4482.144531
	Iteration 45Q: 3 clusters Score -1133022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1133024.000000 Penalty: 4482.144531
	Iteration 46Q: 3 clusters Score -1133024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1133024.000000 Penalty: 4482.144531
	Iteration 47F: 3 clusters Score -1133024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -286552.812500 Penalty: 1897.241943
	Iteration 0F: 2 clusters Score -286552.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -283848.562500 Penalty: 3794.483887
	Iteration 0F: 3 clusters Score -283848.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -284356.312500 Penalty: 3794.483887
	Iteration 1F: 3 clusters Score -284356.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -284563.750000 Penalty: 3794.483887
	Iteration 2F: 3 clusters Score -284563.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -284790.187500 Penalty: 3794.483887
	Iteration 3F: 3 clusters Score -284790.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -285047.187500 Penalty: 3794.483887
	Iteration 4F: 3 clusters Score -285047.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -285248.562500 Penalty: 3794.483887
	Iteration 5F: 3 clusters Score -285248.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -285364.875000 Penalty: 3794.483887
	Iteration 6Q: 3 clusters Score -285364.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -285439.093750 Penalty: 3794.483887
	Iteration 7Q: 3 clusters Score -285439.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -285488.562500 Penalty: 3794.483887
	Iteration 8Q: 3 clusters Score -285488.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -285527.312500 Penalty: 3794.483887
	Iteration 9Q: 3 clusters Score -285527.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -285551.375000 Penalty: 3794.483887
	Iteration 10Q: 3 clusters Score -285551.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -285573.218750 Penalty: 3794.483887
	Iteration 11Q: 3 clusters Score -285573.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -285597.531250 Penalty: 3794.483887
	Iteration 12Q: 3 clusters Score -285597.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -285614.750000 Penalty: 3794.483887
	Iteration 13Q: 3 clusters Score -285614.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -285620.500000 Penalty: 3794.483887
	Iteration 14Q: 3 clusters Score -285620.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -285623.281250 Penalty: 3794.483887
	Iteration 15Q: 3 clusters Score -285623.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -285623.281250 Penalty: 3794.483887
	Iteration 16F: 3 clusters Score -285623.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Entering Unmasked Estep 
Score: -653967.625000 Penalty: 2102.656250
	Iteration 0F: 2 clusters Score -653967.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -649535.062500 Penalty: 4205.312500
	Iteration 0F: 3 clusters Score -649535.1 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -650581.625000 Penalty: 4205.312500
	Iteration 1F: 3 clusters Score -650581.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -650819.875000 Penalty: 4205.312500
	Iteration 2F: 3 clusters Score -650819.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -650964.125000 Penalty: 4205.312500
	Iteration 3F: 3 clusters Score -650964.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -651073.812500 Penalty: 4205.312500
	Iteration 4Q: 3 clusters Score -651073.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -651169.062500 Penalty: 4205.312500
	Iteration 5Q: 3 clusters Score -651169.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -651263.125000 Penalty: 4205.312500
	Iteration 6Q: 3 clusters Score -651263.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -651375.875000 Penalty: 4205.312500
	Iteration 7Q: 3 clusters Score -651375.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -651511.500000 Penalty: 4205.312500
	Iteration 8Q: 3 clusters Score -651511.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -651660.000000 Penalty: 4205.312500
	Iteration 9Q: 3 clusters Score -651660 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -651860.875000 Penalty: 4205.312500
	Iteration 10Q: 3 clusters Score -651860.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -652113.750000 Penalty: 4205.312500
	Iteration 11Q: 3 clusters Score -652113.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -652346.312500 Penalty: 4205.312500
	Iteration 12Q: 3 clusters Score -652346.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -652515.062500 Penalty: 4205.312500
	Iteration 13Q: 3 clusters Score -652515.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -652640.937500 Penalty: 4205.312500
	Iteration 14Q: 3 clusters Score -652640.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -652740.250000 Penalty: 4205.312500
	Iteration 15Q: 3 clusters Score -652740.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -652810.250000 Penalty: 4205.312500
	Iteration 16Q: 3 clusters Score -652810.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -652854.687500 Penalty: 4205.312500
	Iteration 17Q: 3 clusters Score -652854.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -652893.125000 Penalty: 4205.312500
	Iteration 18Q: 3 clusters Score -652893.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -652921.875000 Penalty: 4205.312500
	Iteration 19Q: 3 clusters Score -652921.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -652947.500000 Penalty: 4205.312500
	Iteration 20F: 3 clusters Score -652947.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -652972.812500 Penalty: 4205.312500
	Iteration 21Q: 3 clusters Score -652972.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -652994.562500 Penalty: 4205.312500
	Iteration 22Q: 3 clusters Score -652994.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -653010.000000 Penalty: 4205.312500
	Iteration 23Q: 3 clusters Score -653010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -653027.375000 Penalty: 4205.312500
	Iteration 24Q: 3 clusters Score -653027.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -653042.250000 Penalty: 4205.312500
	Iteration 25Q: 3 clusters Score -653042.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -653053.812500 Penalty: 4205.312500
	Iteration 26Q: 3 clusters Score -653053.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -653068.187500 Penalty: 4205.312500
	Iteration 27Q: 3 clusters Score -653068.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -653078.000000 Penalty: 4205.312500
	Iteration 28Q: 3 clusters Score -653078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -653084.250000 Penalty: 4205.312500
	Iteration 29Q: 3 clusters Score -653084.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -653097.250000 Penalty: 4205.312500
	Iteration 30Q: 3 clusters Score -653097.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -653102.562500 Penalty: 4205.312500
	Iteration 31Q: 3 clusters Score -653102.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -653117.750000 Penalty: 4205.312500
	Iteration 32Q: 3 clusters Score -653117.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -653128.437500 Penalty: 4205.312500
	Iteration 33Q: 3 clusters Score -653128.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -653148.437500 Penalty: 4205.312500
	Iteration 34Q: 3 clusters Score -653148.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -653161.187500 Penalty: 4205.312500
	Iteration 35Q: 3 clusters Score -653161.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -653174.062500 Penalty: 4205.312500
	Iteration 36Q: 3 clusters Score -653174.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -653189.375000 Penalty: 4205.312500
	Iteration 37Q: 3 clusters Score -653189.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -653204.062500 Penalty: 4205.312500
	Iteration 38Q: 3 clusters Score -653204.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -653216.500000 Penalty: 4205.312500
	Iteration 39Q: 3 clusters Score -653216.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -653226.937500 Penalty: 4205.312500
	Iteration 40F: 3 clusters Score -653226.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -653246.625000 Penalty: 4205.312500
	Iteration 41Q: 3 clusters Score -653246.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -653267.500000 Penalty: 4205.312500
	Iteration 42Q: 3 clusters Score -653267.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -653283.062500 Penalty: 4205.312500
	Iteration 43Q: 3 clusters Score -653283.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -653303.500000 Penalty: 4205.312500
	Iteration 44Q: 3 clusters Score -653303.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -653319.250000 Penalty: 4205.312500
	Iteration 45Q: 3 clusters Score -653319.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -653337.187500 Penalty: 4205.312500
	Iteration 46Q: 3 clusters Score -653337.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -653346.000000 Penalty: 4205.312500
	Iteration 47Q: 3 clusters Score -653346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -653353.500000 Penalty: 4205.312500
	Iteration 48Q: 3 clusters Score -653353.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -653360.375000 Penalty: 4205.312500
	Iteration 49Q: 3 clusters Score -653360.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -653371.250000 Penalty: 4205.312500
	Iteration 50Q: 3 clusters Score -653371.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -653378.562500 Penalty: 4205.312500
	Iteration 51Q: 3 clusters Score -653378.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -653380.062500 Penalty: 4205.312500
	Iteration 52Q: 3 clusters Score -653380.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -653381.187500 Penalty: 4205.312500
	Iteration 53Q: 3 clusters Score -653381.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -653381.750000 Penalty: 4205.312500
	Iteration 54Q: 3 clusters Score -653381.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -653381.562500 Penalty: 4205.312500
	Iteration 55Q: 3 clusters Score -653381.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -653382.187500 Penalty: 4205.312500
	Iteration 56Q: 3 clusters Score -653382.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -653382.187500 Penalty: 4205.312500
	Iteration 57F: 3 clusters Score -653382.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Entering Unmasked Estep 
Score: -1297703.625000 Penalty: 2288.734863
	Iteration 0F: 2 clusters Score -1297704 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 5092 members 
Entering Unmasked Estep 
Score: -1289836.875000 Penalty: 4577.469727
	Iteration 0F: 3 clusters Score -1289837 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1292150.750000 Penalty: 4577.469727
	Iteration 1F: 3 clusters Score -1292151 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1292551.750000 Penalty: 4577.469727
	Iteration 2F: 3 clusters Score -1292552 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1292912.500000 Penalty: 4577.469727
	Iteration 3F: 3 clusters Score -1292912 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1293218.750000 Penalty: 4577.469727
	Iteration 4F: 3 clusters Score -1293219 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1293496.000000 Penalty: 4577.469727
	Iteration 5Q: 3 clusters Score -1293496 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1293758.625000 Penalty: 4577.469727
	Iteration 6Q: 3 clusters Score -1293759 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1294009.625000 Penalty: 4577.469727
	Iteration 7Q: 3 clusters Score -1294010 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1294227.625000 Penalty: 4577.469727
	Iteration 8Q: 3 clusters Score -1294228 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1294412.125000 Penalty: 4577.469727
	Iteration 9Q: 3 clusters Score -1294412 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1294579.875000 Penalty: 4577.469727
	Iteration 10Q: 3 clusters Score -1294580 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1294721.000000 Penalty: 4577.469727
	Iteration 11Q: 3 clusters Score -1294721 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1294830.625000 Penalty: 4577.469727
	Iteration 12Q: 3 clusters Score -1294831 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1294912.625000 Penalty: 4577.469727
	Iteration 13Q: 3 clusters Score -1294913 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1294990.750000 Penalty: 4577.469727
	Iteration 14Q: 3 clusters Score -1294991 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1295073.375000 Penalty: 4577.469727
	Iteration 15Q: 3 clusters Score -1295073 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1295129.250000 Penalty: 4577.469727
	Iteration 16Q: 3 clusters Score -1295129 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1295185.875000 Penalty: 4577.469727
	Iteration 17Q: 3 clusters Score -1295186 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1295227.500000 Penalty: 4577.469727
	Iteration 18Q: 3 clusters Score -1295228 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1295269.500000 Penalty: 4577.469727
	Iteration 19Q: 3 clusters Score -1295270 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1295308.125000 Penalty: 4577.469727
	Iteration 20F: 3 clusters Score -1295308 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1295353.125000 Penalty: 4577.469727
	Iteration 21Q: 3 clusters Score -1295353 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1295390.625000 Penalty: 4577.469727
	Iteration 22Q: 3 clusters Score -1295391 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1295427.875000 Penalty: 4577.469727
	Iteration 23Q: 3 clusters Score -1295428 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1295459.875000 Penalty: 4577.469727
	Iteration 24Q: 3 clusters Score -1295460 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1295493.125000 Penalty: 4577.469727
	Iteration 25Q: 3 clusters Score -1295493 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1295545.375000 Penalty: 4577.469727
	Iteration 26Q: 3 clusters Score -1295545 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1295583.375000 Penalty: 4577.469727
	Iteration 27Q: 3 clusters Score -1295583 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1295636.875000 Penalty: 4577.469727
	Iteration 28Q: 3 clusters Score -1295637 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1295668.750000 Penalty: 4577.469727
	Iteration 29Q: 3 clusters Score -1295669 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1295700.625000 Penalty: 4577.469727
	Iteration 30Q: 3 clusters Score -1295701 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1295732.250000 Penalty: 4577.469727
	Iteration 31Q: 3 clusters Score -1295732 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1295769.875000 Penalty: 4577.469727
	Iteration 32Q: 3 clusters Score -1295770 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1295799.500000 Penalty: 4577.469727
	Iteration 33Q: 3 clusters Score -1295800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1295828.500000 Penalty: 4577.469727
	Iteration 34Q: 3 clusters Score -1295828 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1295856.750000 Penalty: 4577.469727
	Iteration 35Q: 3 clusters Score -1295857 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1295876.500000 Penalty: 4577.469727
	Iteration 36Q: 3 clusters Score -1295876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1295895.125000 Penalty: 4577.469727
	Iteration 37Q: 3 clusters Score -1295895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1295912.750000 Penalty: 4577.469727
	Iteration 38Q: 3 clusters Score -1295913 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1295934.000000 Penalty: 4577.469727
	Iteration 39Q: 3 clusters Score -1295934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1295953.625000 Penalty: 4577.469727
	Iteration 40F: 3 clusters Score -1295954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1295977.000000 Penalty: 4577.469727
	Iteration 41Q: 3 clusters Score -1295977 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1296000.750000 Penalty: 4577.469727
	Iteration 42Q: 3 clusters Score -1296001 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1296023.500000 Penalty: 4577.469727
	Iteration 43Q: 3 clusters Score -1296024 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1296055.875000 Penalty: 4577.469727
	Iteration 44Q: 3 clusters Score -1296056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1296083.000000 Penalty: 4577.469727
	Iteration 45Q: 3 clusters Score -1296083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1296103.500000 Penalty: 4577.469727
	Iteration 46Q: 3 clusters Score -1296104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1296119.625000 Penalty: 4577.469727
	Iteration 47Q: 3 clusters Score -1296120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1296134.875000 Penalty: 4577.469727
	Iteration 48Q: 3 clusters Score -1296135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1296147.875000 Penalty: 4577.469727
	Iteration 49Q: 3 clusters Score -1296148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1296154.875000 Penalty: 4577.469727
	Iteration 50Q: 3 clusters Score -1296155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1296160.750000 Penalty: 4577.469727
	Iteration 51Q: 3 clusters Score -1296161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1296166.500000 Penalty: 4577.469727
	Iteration 52Q: 3 clusters Score -1296166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1296172.000000 Penalty: 4577.469727
	Iteration 53Q: 3 clusters Score -1296172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1296184.750000 Penalty: 4577.469727
	Iteration 54Q: 3 clusters Score -1296185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1296197.250000 Penalty: 4577.469727
	Iteration 55Q: 3 clusters Score -1296197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1296206.500000 Penalty: 4577.469727
	Iteration 56Q: 3 clusters Score -1296206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1296217.250000 Penalty: 4577.469727
	Iteration 57Q: 3 clusters Score -1296217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1296222.750000 Penalty: 4577.469727
	Iteration 58Q: 3 clusters Score -1296223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1296227.750000 Penalty: 4577.469727
	Iteration 59Q: 3 clusters Score -1296228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1296229.250000 Penalty: 4577.469727
	Iteration 60F: 3 clusters Score -1296229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1296231.125000 Penalty: 4577.469727
	Iteration 61Q: 3 clusters Score -1296231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1296235.250000 Penalty: 4577.469727
	Iteration 62Q: 3 clusters Score -1296235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1296239.625000 Penalty: 4577.469727
	Iteration 63Q: 3 clusters Score -1296240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1296247.000000 Penalty: 4577.469727
	Iteration 64Q: 3 clusters Score -1296247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1296246.625000 Penalty: 4577.469727
	Iteration 65Q: 3 clusters Score -1296247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1296248.875000 Penalty: 4577.469727
	Iteration 66Q: 3 clusters Score -1296249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1296250.750000 Penalty: 4577.469727
	Iteration 67Q: 3 clusters Score -1296251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1296250.875000 Penalty: 4577.469727
	Iteration 68Q: 3 clusters Score -1296251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1296250.875000 Penalty: 4577.469727
	Iteration 69F: 3 clusters Score -1296251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -64230.863281 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -64230.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62724.722656 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -62724.72 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63002.078125 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -63002.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -63077.011719 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -63077.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -63137.828125 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -63137.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -63164.878906 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -63164.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63185.906250 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -63185.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -63205.347656 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -63205.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -63218.476562 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -63218.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63228.445312 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -63228.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -63233.066406 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -63233.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -63236.292969 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -63236.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63238.406250 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -63238.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63238.406250 Penalty: 3115.076416
	Iteration 12F: 3 clusters Score -63238.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -59463.003906 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -59463 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 243 members 
Entering Unmasked Estep 
Score: -57977.042969 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -57977.04 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -58224.371094 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -58224.37 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -58495.398438 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -58495.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58593.960938 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -58593.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58631.421875 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -58631.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58637.660156 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -58637.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58646.957031 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -58646.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58653.167969 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -58653.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58656.859375 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -58656.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58660.218750 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -58660.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58660.218750 Penalty: 3060.126709
	Iteration 10F: 3 clusters Score -58660.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Entering Unmasked Estep 
Score: -198900.156250 Penalty: 1821.810547
	Iteration 0F: 2 clusters Score -198900.2 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 782 members 
Entering Unmasked Estep 
Score: -196590.625000 Penalty: 3643.621094
	Iteration 0F: 3 clusters Score -196590.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -197010.734375 Penalty: 3643.621094
	Iteration 1F: 3 clusters Score -197010.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -197192.750000 Penalty: 3643.621094
	Iteration 2F: 3 clusters Score -197192.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -197291.812500 Penalty: 3643.621094
	Iteration 3F: 3 clusters Score -197291.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -197402.156250 Penalty: 3643.621094
	Iteration 4Q: 3 clusters Score -197402.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -197498.171875 Penalty: 3643.621094
	Iteration 5Q: 3 clusters Score -197498.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -197586.718750 Penalty: 3643.621094
	Iteration 6Q: 3 clusters Score -197586.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -197680.921875 Penalty: 3643.621094
	Iteration 7Q: 3 clusters Score -197680.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -197756.859375 Penalty: 3643.621094
	Iteration 8Q: 3 clusters Score -197756.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -197819.468750 Penalty: 3643.621094
	Iteration 9Q: 3 clusters Score -197819.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -197860.046875 Penalty: 3643.621094
	Iteration 10Q: 3 clusters Score -197860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -197887.171875 Penalty: 3643.621094
	Iteration 11Q: 3 clusters Score -197887.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -197904.640625 Penalty: 3643.621094
	Iteration 12Q: 3 clusters Score -197904.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -197919.359375 Penalty: 3643.621094
	Iteration 13Q: 3 clusters Score -197919.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -197928.750000 Penalty: 3643.621094
	Iteration 14Q: 3 clusters Score -197928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -197936.640625 Penalty: 3643.621094
	Iteration 15Q: 3 clusters Score -197936.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -197944.578125 Penalty: 3643.621094
	Iteration 16Q: 3 clusters Score -197944.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -197952.625000 Penalty: 3643.621094
	Iteration 17Q: 3 clusters Score -197952.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -197954.906250 Penalty: 3643.621094
	Iteration 18Q: 3 clusters Score -197954.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -197955.546875 Penalty: 3643.621094
	Iteration 19Q: 3 clusters Score -197955.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -197955.546875 Penalty: 3643.621094
	Iteration 20F: 3 clusters Score -197955.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (14063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Entering Unmasked Estep 
Score: -1918089.500000 Penalty: 2368.723145
	Iteration 0F: 2 clusters Score -1918090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1907935.000000 Penalty: 4737.446289
	Iteration 0F: 3 clusters Score -1907935 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1911324.375000 Penalty: 4737.446289
	Iteration 1F: 3 clusters Score -1911324 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1911866.500000 Penalty: 4737.446289
	Iteration 2F: 3 clusters Score -1911866 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1912287.500000 Penalty: 4737.446289
	Iteration 3F: 3 clusters Score -1912288 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1912636.375000 Penalty: 4737.446289
	Iteration 4F: 3 clusters Score -1912636 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1912947.875000 Penalty: 4737.446289
	Iteration 5Q: 3 clusters Score -1912948 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1913256.000000 Penalty: 4737.446289
	Iteration 6Q: 3 clusters Score -1913256 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1913599.750000 Penalty: 4737.446289
	Iteration 7Q: 3 clusters Score -1913600 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1914030.000000 Penalty: 4737.446289
	Iteration 8Q: 3 clusters Score -1914030 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1914516.000000 Penalty: 4737.446289
	Iteration 9Q: 3 clusters Score -1914516 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1915063.500000 Penalty: 4737.446289
	Iteration 10Q: 3 clusters Score -1915064 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1915593.375000 Penalty: 4737.446289
	Iteration 11Q: 3 clusters Score -1915593 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1915948.750000 Penalty: 4737.446289
	Iteration 12Q: 3 clusters Score -1915949 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1916224.250000 Penalty: 4737.446289
	Iteration 13Q: 3 clusters Score -1916224 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1916403.625000 Penalty: 4737.446289
	Iteration 14Q: 3 clusters Score -1916404 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1916537.625000 Penalty: 4737.446289
	Iteration 15Q: 3 clusters Score -1916538 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1916622.375000 Penalty: 4737.446289
	Iteration 16Q: 3 clusters Score -1916622 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1916674.625000 Penalty: 4737.446289
	Iteration 17Q: 3 clusters Score -1916675 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1916702.125000 Penalty: 4737.446289
	Iteration 18Q: 3 clusters Score -1916702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1916724.875000 Penalty: 4737.446289
	Iteration 19Q: 3 clusters Score -1916725 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1916737.625000 Penalty: 4737.446289
	Iteration 20F: 3 clusters Score -1916738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1916753.250000 Penalty: 4737.446289
	Iteration 21Q: 3 clusters Score -1916753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1916770.375000 Penalty: 4737.446289
	Iteration 22Q: 3 clusters Score -1916770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1916779.250000 Penalty: 4737.446289
	Iteration 23Q: 3 clusters Score -1916779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1916790.625000 Penalty: 4737.446289
	Iteration 24Q: 3 clusters Score -1916791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1916791.000000 Penalty: 4737.446289
	Iteration 25Q: 3 clusters Score -1916791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1916799.875000 Penalty: 4737.446289
	Iteration 26Q: 3 clusters Score -1916800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1916804.625000 Penalty: 4737.446289
	Iteration 27Q: 3 clusters Score -1916805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1916808.750000 Penalty: 4737.446289
	Iteration 28Q: 3 clusters Score -1916809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1916813.000000 Penalty: 4737.446289
	Iteration 29Q: 3 clusters Score -1916813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1916815.375000 Penalty: 4737.446289
	Iteration 30Q: 3 clusters Score -1916815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1916815.500000 Penalty: 4737.446289
	Iteration 31Q: 3 clusters Score -1916816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1916819.125000 Penalty: 4737.446289
	Iteration 32Q: 3 clusters Score -1916819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1916821.250000 Penalty: 4737.446289
	Iteration 33Q: 3 clusters Score -1916821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1916822.000000 Penalty: 4737.446289
	Iteration 34Q: 3 clusters Score -1916822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1916823.250000 Penalty: 4737.446289
	Iteration 35Q: 3 clusters Score -1916823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1916824.125000 Penalty: 4737.446289
	Iteration 36Q: 3 clusters Score -1916824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1916824.125000 Penalty: 4737.446289
	Iteration 37F: 3 clusters Score -1916824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Entering Unmasked Estep 
Score: -878253.375000 Penalty: 2177.825684
	Iteration 0F: 2 clusters Score -878253.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -872753.687500 Penalty: 4355.651367
	Iteration 0F: 3 clusters Score -872753.7 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -874232.312500 Penalty: 4355.651367
	Iteration 1F: 3 clusters Score -874232.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -874488.500000 Penalty: 4355.651367
	Iteration 2F: 3 clusters Score -874488.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -874696.250000 Penalty: 4355.651367
	Iteration 3F: 3 clusters Score -874696.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -874876.625000 Penalty: 4355.651367
	Iteration 4Q: 3 clusters Score -874876.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -875027.250000 Penalty: 4355.651367
	Iteration 5Q: 3 clusters Score -875027.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -875169.062500 Penalty: 4355.651367
	Iteration 6Q: 3 clusters Score -875169.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -875296.937500 Penalty: 4355.651367
	Iteration 7Q: 3 clusters Score -875296.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -875406.500000 Penalty: 4355.651367
	Iteration 8Q: 3 clusters Score -875406.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -875514.000000 Penalty: 4355.651367
	Iteration 9Q: 3 clusters Score -875514 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -875589.437500 Penalty: 4355.651367
	Iteration 10Q: 3 clusters Score -875589.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -875655.750000 Penalty: 4355.651367
	Iteration 11Q: 3 clusters Score -875655.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -875709.375000 Penalty: 4355.651367
	Iteration 12Q: 3 clusters Score -875709.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -875747.312500 Penalty: 4355.651367
	Iteration 13Q: 3 clusters Score -875747.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -875775.625000 Penalty: 4355.651367
	Iteration 14Q: 3 clusters Score -875775.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -875803.250000 Penalty: 4355.651367
	Iteration 15Q: 3 clusters Score -875803.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -875826.750000 Penalty: 4355.651367
	Iteration 16Q: 3 clusters Score -875826.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -875852.750000 Penalty: 4355.651367
	Iteration 17Q: 3 clusters Score -875852.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -875883.187500 Penalty: 4355.651367
	Iteration 18Q: 3 clusters Score -875883.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -875923.625000 Penalty: 4355.651367
	Iteration 19Q: 3 clusters Score -875923.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -875971.437500 Penalty: 4355.651367
	Iteration 20F: 3 clusters Score -875971.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -876013.812500 Penalty: 4355.651367
	Iteration 21Q: 3 clusters Score -876013.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -876060.500000 Penalty: 4355.651367
	Iteration 22Q: 3 clusters Score -876060.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -876096.875000 Penalty: 4355.651367
	Iteration 23Q: 3 clusters Score -876096.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -876122.687500 Penalty: 4355.651367
	Iteration 24Q: 3 clusters Score -876122.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -876146.625000 Penalty: 4355.651367
	Iteration 25Q: 3 clusters Score -876146.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -876160.875000 Penalty: 4355.651367
	Iteration 26Q: 3 clusters Score -876160.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -876176.187500 Penalty: 4355.651367
	Iteration 27Q: 3 clusters Score -876176.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -876189.750000 Penalty: 4355.651367
	Iteration 28Q: 3 clusters Score -876189.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -876198.062500 Penalty: 4355.651367
	Iteration 29Q: 3 clusters Score -876198.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -876207.187500 Penalty: 4355.651367
	Iteration 30Q: 3 clusters Score -876207.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -876212.250000 Penalty: 4355.651367
	Iteration 31Q: 3 clusters Score -876212.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -876216.875000 Penalty: 4355.651367
	Iteration 32Q: 3 clusters Score -876216.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -876220.562500 Penalty: 4355.651367
	Iteration 33Q: 3 clusters Score -876220.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -876222.375000 Penalty: 4355.651367
	Iteration 34Q: 3 clusters Score -876222.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -876226.875000 Penalty: 4355.651367
	Iteration 35Q: 3 clusters Score -876226.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -876229.312500 Penalty: 4355.651367
	Iteration 36Q: 3 clusters Score -876229.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -876234.125000 Penalty: 4355.651367
	Iteration 37Q: 3 clusters Score -876234.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -876237.750000 Penalty: 4355.651367
	Iteration 38Q: 3 clusters Score -876237.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -876242.125000 Penalty: 4355.651367
	Iteration 39Q: 3 clusters Score -876242.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -876245.500000 Penalty: 4355.651367
	Iteration 40F: 3 clusters Score -876245.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -876248.750000 Penalty: 4355.651367
	Iteration 41Q: 3 clusters Score -876248.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -876253.937500 Penalty: 4355.651367
	Iteration 42Q: 3 clusters Score -876253.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -876256.687500 Penalty: 4355.651367
	Iteration 43Q: 3 clusters Score -876256.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -876261.312500 Penalty: 4355.651367
	Iteration 44Q: 3 clusters Score -876261.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -876265.875000 Penalty: 4355.651367
	Iteration 45Q: 3 clusters Score -876265.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -876270.500000 Penalty: 4355.651367
	Iteration 46Q: 3 clusters Score -876270.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -876270.812500 Penalty: 4355.651367
	Iteration 47Q: 3 clusters Score -876270.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -876271.437500 Penalty: 4355.651367
	Iteration 48Q: 3 clusters Score -876271.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -876273.062500 Penalty: 4355.651367
	Iteration 49Q: 3 clusters Score -876273.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -876274.375000 Penalty: 4355.651367
	Iteration 50Q: 3 clusters Score -876274.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -876274.375000 Penalty: 4355.651367
	Iteration 51F: 3 clusters Score -876274.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -62351.671875 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -62351.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -60858.578125 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -60858.58 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61160.167969 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -61160.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61221.773438 Penalty: 3107.589355
	Iteration 2Q: 3 clusters Score -61221.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61248.769531 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -61248.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61271.652344 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -61271.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -61305.289062 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -61305.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61363.742188 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -61363.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61390.203125 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -61390.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61404.500000 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -61404.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61415.238281 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -61415.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61421.640625 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -61421.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61424.589844 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -61424.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61426.246094 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -61426.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61427.722656 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -61427.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61427.722656 Penalty: 3107.589355
	Iteration 14F: 3 clusters Score -61427.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Entering Unmasked Estep 
Score: -1284368.375000 Penalty: 2293.533203
	Iteration 0F: 2 clusters Score -1284368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1276407.250000 Penalty: 4587.066406
	Iteration 0F: 3 clusters Score -1276407 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1278809.125000 Penalty: 4587.066406
	Iteration 1F: 3 clusters Score -1278809 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1279188.750000 Penalty: 4587.066406
	Iteration 2F: 3 clusters Score -1279189 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1279468.125000 Penalty: 4587.066406
	Iteration 3F: 3 clusters Score -1279468 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1279742.500000 Penalty: 4587.066406
	Iteration 4Q: 3 clusters Score -1279742 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1280029.625000 Penalty: 4587.066406
	Iteration 5Q: 3 clusters Score -1280030 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1280323.750000 Penalty: 4587.066406
	Iteration 6Q: 3 clusters Score -1280324 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1280623.875000 Penalty: 4587.066406
	Iteration 7Q: 3 clusters Score -1280624 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1280907.375000 Penalty: 4587.066406
	Iteration 8Q: 3 clusters Score -1280907 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1281154.000000 Penalty: 4587.066406
	Iteration 9Q: 3 clusters Score -1281154 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1281349.750000 Penalty: 4587.066406
	Iteration 10Q: 3 clusters Score -1281350 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1281563.750000 Penalty: 4587.066406
	Iteration 11Q: 3 clusters Score -1281564 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1281732.000000 Penalty: 4587.066406
	Iteration 12Q: 3 clusters Score -1281732 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1281879.875000 Penalty: 4587.066406
	Iteration 13Q: 3 clusters Score -1281880 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1281983.250000 Penalty: 4587.066406
	Iteration 14Q: 3 clusters Score -1281983 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1282052.250000 Penalty: 4587.066406
	Iteration 15Q: 3 clusters Score -1282052 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1282108.375000 Penalty: 4587.066406
	Iteration 16Q: 3 clusters Score -1282108 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1282149.625000 Penalty: 4587.066406
	Iteration 17Q: 3 clusters Score -1282150 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1282179.375000 Penalty: 4587.066406
	Iteration 18Q: 3 clusters Score -1282179 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1282192.500000 Penalty: 4587.066406
	Iteration 19Q: 3 clusters Score -1282192 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1282213.875000 Penalty: 4587.066406
	Iteration 20F: 3 clusters Score -1282214 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1282230.375000 Penalty: 4587.066406
	Iteration 21Q: 3 clusters Score -1282230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1282238.625000 Penalty: 4587.066406
	Iteration 22Q: 3 clusters Score -1282239 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1282250.375000 Penalty: 4587.066406
	Iteration 23Q: 3 clusters Score -1282250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1282253.875000 Penalty: 4587.066406
	Iteration 24Q: 3 clusters Score -1282254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1282263.250000 Penalty: 4587.066406
	Iteration 25Q: 3 clusters Score -1282263 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1282272.375000 Penalty: 4587.066406
	Iteration 26Q: 3 clusters Score -1282272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1282286.375000 Penalty: 4587.066406
	Iteration 27Q: 3 clusters Score -1282286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1282292.125000 Penalty: 4587.066406
	Iteration 28Q: 3 clusters Score -1282292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1282299.125000 Penalty: 4587.066406
	Iteration 29Q: 3 clusters Score -1282299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1282300.750000 Penalty: 4587.066406
	Iteration 30Q: 3 clusters Score -1282301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1282304.875000 Penalty: 4587.066406
	Iteration 31Q: 3 clusters Score -1282305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1282307.625000 Penalty: 4587.066406
	Iteration 32Q: 3 clusters Score -1282308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1282318.000000 Penalty: 4587.066406
	Iteration 33Q: 3 clusters Score -1282318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1282320.750000 Penalty: 4587.066406
	Iteration 34Q: 3 clusters Score -1282321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1282324.000000 Penalty: 4587.066406
	Iteration 35Q: 3 clusters Score -1282324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1282323.875000 Penalty: 4587.066406
	Iteration 36Q: 3 clusters Score -1282324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1282334.375000 Penalty: 4587.066406
	Iteration 37Q: 3 clusters Score -1282334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1282339.500000 Penalty: 4587.066406
	Iteration 38Q: 3 clusters Score -1282340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1282345.375000 Penalty: 4587.066406
	Iteration 39Q: 3 clusters Score -1282345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1282345.875000 Penalty: 4587.066406
	Iteration 40F: 3 clusters Score -1282346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1282349.125000 Penalty: 4587.066406
	Iteration 41Q: 3 clusters Score -1282349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1282354.625000 Penalty: 4587.066406
	Iteration 42Q: 3 clusters Score -1282355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1282360.000000 Penalty: 4587.066406
	Iteration 43Q: 3 clusters Score -1282360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1282367.750000 Penalty: 4587.066406
	Iteration 44Q: 3 clusters Score -1282368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1282369.375000 Penalty: 4587.066406
	Iteration 45Q: 3 clusters Score -1282369 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1282381.750000 Penalty: 4587.066406
	Iteration 46Q: 3 clusters Score -1282382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1282385.000000 Penalty: 4587.066406
	Iteration 47Q: 3 clusters Score -1282385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1282391.000000 Penalty: 4587.066406
	Iteration 48Q: 3 clusters Score -1282391 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1282397.125000 Penalty: 4587.066406
	Iteration 49Q: 3 clusters Score -1282397 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1282406.000000 Penalty: 4587.066406
	Iteration 50Q: 3 clusters Score -1282406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1282411.125000 Penalty: 4587.066406
	Iteration 51Q: 3 clusters Score -1282411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1282418.625000 Penalty: 4587.066406
	Iteration 52Q: 3 clusters Score -1282419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1282426.000000 Penalty: 4587.066406
	Iteration 53Q: 3 clusters Score -1282426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1282432.000000 Penalty: 4587.066406
	Iteration 54Q: 3 clusters Score -1282432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1282436.000000 Penalty: 4587.066406
	Iteration 55Q: 3 clusters Score -1282436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1282438.875000 Penalty: 4587.066406
	Iteration 56Q: 3 clusters Score -1282439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1282446.625000 Penalty: 4587.066406
	Iteration 57Q: 3 clusters Score -1282447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1282448.250000 Penalty: 4587.066406
	Iteration 58Q: 3 clusters Score -1282448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1282450.125000 Penalty: 4587.066406
	Iteration 59Q: 3 clusters Score -1282450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1282451.500000 Penalty: 4587.066406
	Iteration 60F: 3 clusters Score -1282452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1282455.875000 Penalty: 4587.066406
	Iteration 61Q: 3 clusters Score -1282456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1282460.000000 Penalty: 4587.066406
	Iteration 62Q: 3 clusters Score -1282460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1282467.125000 Penalty: 4587.066406
	Iteration 63Q: 3 clusters Score -1282467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1282467.500000 Penalty: 4587.066406
	Iteration 64Q: 3 clusters Score -1282468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1282469.875000 Penalty: 4587.066406
	Iteration 65Q: 3 clusters Score -1282470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1282473.250000 Penalty: 4587.066406
	Iteration 66Q: 3 clusters Score -1282473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1282472.750000 Penalty: 4587.066406
	Iteration 67Q: 3 clusters Score -1282473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1282473.375000 Penalty: 4587.066406
	Iteration 68Q: 3 clusters Score -1282473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1282475.375000 Penalty: 4587.066406
	Iteration 69Q: 3 clusters Score -1282475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1282480.500000 Penalty: 4587.066406
	Iteration 70Q: 3 clusters Score -1282480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1282483.750000 Penalty: 4587.066406
	Iteration 71Q: 3 clusters Score -1282484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1282485.375000 Penalty: 4587.066406
	Iteration 72Q: 3 clusters Score -1282485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1282486.500000 Penalty: 4587.066406
	Iteration 73Q: 3 clusters Score -1282486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1282489.750000 Penalty: 4587.066406
	Iteration 74Q: 3 clusters Score -1282490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1282494.125000 Penalty: 4587.066406
	Iteration 75Q: 3 clusters Score -1282494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1282496.625000 Penalty: 4587.066406
	Iteration 76Q: 3 clusters Score -1282497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1282495.125000 Penalty: 4587.066406
	Iteration 77Q: 3 clusters Score -1282495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1282498.875000 Penalty: 4587.066406
	Iteration 78Q: 3 clusters Score -1282499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1282503.500000 Penalty: 4587.066406
	Iteration 79Q: 3 clusters Score -1282504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1282503.625000 Penalty: 4587.066406
	Iteration 80F: 3 clusters Score -1282504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1282506.750000 Penalty: 4587.066406
	Iteration 81Q: 3 clusters Score -1282507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1282507.625000 Penalty: 4587.066406
	Iteration 82Q: 3 clusters Score -1282508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1282506.125000 Penalty: 4587.066406
	Iteration 83Q: 3 clusters Score -1282506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1282507.000000 Penalty: 4587.066406
	Iteration 84Q: 3 clusters Score -1282507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1282507.000000 Penalty: 4587.066406
	Iteration 85F: 3 clusters Score -1282507 nChanged 0
--- Evaluating fit on full set of 2290818 points ---
Entering Unmasked Estep 
Score: -301683840.000000 Penalty: 130745.375000
22->37 Clusters: Score -301683840.000000, best is -301848224.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 763606 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 34565 members 
Mstep: Class 3 contains 34611 members 
Mstep: Class 4 contains 34548 members 
Mstep: Class 5 contains 34817 members 
Mstep: Class 6 contains 34444 members 
Mstep: Class 7 contains 34849 members 
Mstep: Class 8 contains 34791 members 
Mstep: Class 9 contains 34526 members 
Mstep: Class 10 contains 34569 members 
Mstep: Class 11 contains 34945 members 
Mstep: Class 12 contains 34788 members 
Mstep: Class 13 contains 34881 members 
Mstep: Class 14 contains 34734 members 
Mstep: Class 15 contains 34719 members 
Mstep: Class 16 contains 34703 members 
Mstep: Class 17 contains 34749 members 
Mstep: Class 18 contains 34678 members 
Mstep: Class 19 contains 34990 members 
Mstep: Class 20 contains 34424 members 
Mstep: Class 21 contains 34699 members 
Mstep: Class 22 contains 34858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 432.173279 but Gain 3359.359375
Score: -95445304.000000 Penalty: 70546.562500
Iteration 0F: 22 clusters Score -9.54453e+07 nChanged 725912
Entering Unmasked Mstep 
Mstep: Class 0 contains 1979 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 34983 members 
Mstep: Class 3 contains 31398 members 
Mstep: Class 4 contains 22470 members 
Mstep: Class 5 contains 21499 members 
Mstep: Class 6 contains 52077 members 
Mstep: Class 7 contains 22947 members 
Mstep: Class 8 contains 13182 members 
Mstep: Class 9 contains 41905 members 
Mstep: Class 10 contains 34227 members 
Mstep: Class 12 contains 14440 members 
Mstep: Class 13 contains 43879 members 
Mstep: Class 14 contains 29065 members 
Mstep: Class 15 contains 60553 members 
Mstep: Class 16 contains 56260 members 
Mstep: Class 17 contains 37506 members 
Mstep: Class 18 contains 40929 members 
Mstep: Class 19 contains 20661 members 
Mstep: Class 20 contains 109670 members 
Mstep: Class 21 contains 11656 members 
Mstep: Class 22 contains 23666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98577512.000000 Penalty: 70546.562500
Iteration 1F: 22 clusters Score -9.857751e+07 nChanged 358340
Entering Unmasked Mstep 
Mstep: Class 0 contains 1336 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 24868 members 
Mstep: Class 3 contains 17151 members 
Mstep: Class 4 contains 19833 members 
Mstep: Class 5 contains 15500 members 
Mstep: Class 6 contains 39435 members 
Mstep: Class 7 contains 21283 members 
Mstep: Class 8 contains 14966 members 
Mstep: Class 9 contains 57573 members 
Mstep: Class 10 contains 33217 members 
Mstep: Class 12 contains 6493 members 
Mstep: Class 13 contains 39859 members 
Mstep: Class 14 contains 22503 members 
Mstep: Class 15 contains 58485 members 
Mstep: Class 16 contains 55118 members 
Mstep: Class 17 contains 17737 members 
Mstep: Class 18 contains 36564 members 
Mstep: Class 19 contains 11488 members 
Mstep: Class 20 contains 188949 members 
Mstep: Class 21 contains 10296 members 
Mstep: Class 22 contains 34772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99556056.000000 Penalty: 70546.562500
Iteration 2F: 22 clusters Score -9.955606e+07 nChanged 230601
Entering Unmasked Mstep 
Mstep: Class 0 contains 753 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 18938 members 
Mstep: Class 3 contains 8250 members 
Mstep: Class 4 contains 10250 members 
Mstep: Class 5 contains 11166 members 
Mstep: Class 6 contains 43286 members 
Mstep: Class 7 contains 21162 members 
Mstep: Class 8 contains 16722 members 
Mstep: Class 9 contains 61828 members 
Mstep: Class 10 contains 29051 members 
Mstep: Class 12 contains 4431 members 
Mstep: Class 13 contains 43641 members 
Mstep: Class 14 contains 18790 members 
Mstep: Class 15 contains 55818 members 
Mstep: Class 16 contains 50495 members 
Mstep: Class 17 contains 8103 members 
Mstep: Class 18 contains 44779 members 
Mstep: Class 19 contains 5845 members 
Mstep: Class 20 contains 205267 members 
Mstep: Class 21 contains 11993 members 
Mstep: Class 22 contains 68368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100022448.000000 Penalty: 70546.562500
Iteration 3F: 22 clusters Score -1.000224e+08 nChanged 149129
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 17900 members 
Mstep: Class 3 contains 7588 members 
Mstep: Class 4 contains 4740 members 
Mstep: Class 5 contains 8141 members 
Mstep: Class 6 contains 48437 members 
Mstep: Class 7 contains 20817 members 
Mstep: Class 8 contains 16680 members 
Mstep: Class 9 contains 60399 members 
Mstep: Class 10 contains 24959 members 
Mstep: Class 12 contains 3668 members 
Mstep: Class 13 contains 45080 members 
Mstep: Class 14 contains 19315 members 
Mstep: Class 15 contains 47516 members 
Mstep: Class 16 contains 47398 members 
Mstep: Class 17 contains 4885 members 
Mstep: Class 18 contains 51759 members 
Mstep: Class 19 contains 3658 members 
Mstep: Class 20 contains 200042 members 
Mstep: Class 21 contains 13428 members 
Mstep: Class 22 contains 101828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100224656.000000 Penalty: 70546.562500
Iteration 4F: 22 clusters Score -1.002247e+08 nChanged 103139
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 20252 members 
Mstep: Class 3 contains 8544 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 6607 members 
Mstep: Class 6 contains 51666 members 
Mstep: Class 7 contains 19693 members 
Mstep: Class 8 contains 16513 members 
Mstep: Class 9 contains 58508 members 
Mstep: Class 10 contains 21936 members 
Mstep: Class 12 contains 3128 members 
Mstep: Class 13 contains 44996 members 
Mstep: Class 14 contains 20145 members 
Mstep: Class 15 contains 35368 members 
Mstep: Class 16 contains 48797 members 
Mstep: Class 17 contains 3580 members 
Mstep: Class 18 contains 52377 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 193189 members 
Mstep: Class 21 contains 13893 members 
Mstep: Class 22 contains 126996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100340600.000000 Penalty: 70546.562500
Iteration 5F: 22 clusters Score -1.003406e+08 nChanged 81162
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 23965 members 
Mstep: Class 3 contains 9368 members 
Mstep: Class 4 contains 3302 members 
Mstep: Class 5 contains 5251 members 
Mstep: Class 6 contains 53018 members 
Mstep: Class 7 contains 17904 members 
Mstep: Class 8 contains 16247 members 
Mstep: Class 9 contains 57920 members 
Mstep: Class 10 contains 20204 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 44418 members 
Mstep: Class 14 contains 20154 members 
Mstep: Class 15 contains 23871 members 
Mstep: Class 16 contains 53011 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 51329 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 186744 members 
Mstep: Class 21 contains 14025 members 
Mstep: Class 22 contains 143910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100434992.000000 Penalty: 70546.562500
Iteration 6F: 22 clusters Score -1.00435e+08 nChanged 66309
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 27375 members 
Mstep: Class 3 contains 9764 members 
Mstep: Class 4 contains 4035 members 
Mstep: Class 5 contains 4062 members 
Mstep: Class 6 contains 52474 members 
Mstep: Class 7 contains 15420 members 
Mstep: Class 8 contains 15664 members 
Mstep: Class 9 contains 57865 members 
Mstep: Class 10 contains 19420 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 43716 members 
Mstep: Class 14 contains 19652 members 
Mstep: Class 15 contains 16110 members 
Mstep: Class 16 contains 60039 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 50270 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 180476 members 
Mstep: Class 21 contains 14035 members 
Mstep: Class 22 contains 153577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100510792.000000 Penalty: 70546.562500
Iteration 7F: 22 clusters Score -1.005108e+08 nChanged 55925
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 29959 members 
Mstep: Class 3 contains 9989 members 
Mstep: Class 4 contains 5807 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 51156 members 
Mstep: Class 7 contains 12782 members 
Mstep: Class 8 contains 14775 members 
Mstep: Class 9 contains 57070 members 
Mstep: Class 10 contains 18569 members 
Mstep: Class 12 contains 2469 members 
Mstep: Class 13 contains 43047 members 
Mstep: Class 14 contains 18850 members 
Mstep: Class 15 contains 11982 members 
Mstep: Class 16 contains 69768 members 
Mstep: Class 17 contains 2712 members 
Mstep: Class 18 contains 49411 members 
Mstep: Class 19 contains 3027 members 
Mstep: Class 20 contains 173133 members 
Mstep: Class 21 contains 13964 members 
Mstep: Class 22 contains 158301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100581736.000000 Penalty: 70546.562500
Iteration 8F: 22 clusters Score -1.005817e+08 nChanged 49390
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 32046 members 
Mstep: Class 3 contains 10095 members 
Mstep: Class 4 contains 8026 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 49242 members 
Mstep: Class 7 contains 10110 members 
Mstep: Class 8 contains 13817 members 
Mstep: Class 9 contains 57127 members 
Mstep: Class 10 contains 17190 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 13 contains 42346 members 
Mstep: Class 14 contains 17967 members 
Mstep: Class 15 contains 9804 members 
Mstep: Class 16 contains 81529 members 
Mstep: Class 17 contains 2627 members 
Mstep: Class 18 contains 48661 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 163197 members 
Mstep: Class 21 contains 13921 members 
Mstep: Class 22 contains 161649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100634528.000000 Penalty: 70546.562500
Iteration 9F: 22 clusters Score -1.006345e+08 nChanged 42784
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 33783 members 
Mstep: Class 3 contains 10100 members 
Mstep: Class 4 contains 10322 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 47333 members 
Mstep: Class 7 contains 7745 members 
Mstep: Class 8 contains 13013 members 
Mstep: Class 9 contains 57885 members 
Mstep: Class 10 contains 15578 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 41694 members 
Mstep: Class 14 contains 17021 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 94325 members 
Mstep: Class 17 contains 2554 members 
Mstep: Class 18 contains 48051 members 
Mstep: Class 19 contains 4119 members 
Mstep: Class 20 contains 151566 members 
Mstep: Class 21 contains 13911 members 
Mstep: Class 22 contains 164225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100671264.000000 Penalty: 70546.562500
Iteration 10F: 22 clusters Score -1.006713e+08 nChanged 36413
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 34797 members 
Mstep: Class 3 contains 9986 members 
Mstep: Class 4 contains 12509 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 45543 members 
Mstep: Class 7 contains 5937 members 
Mstep: Class 8 contains 12487 members 
Mstep: Class 9 contains 58847 members 
Mstep: Class 10 contains 14267 members 
Mstep: Class 12 contains 2173 members 
Mstep: Class 13 contains 41373 members 
Mstep: Class 14 contains 16147 members 
Mstep: Class 15 contains 7957 members 
Mstep: Class 16 contains 107985 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 47523 members 
Mstep: Class 19 contains 4768 members 
Mstep: Class 20 contains 139014 members 
Mstep: Class 21 contains 13910 members 
Mstep: Class 22 contains 165808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100701832.000000 Penalty: 70546.562500
Iteration 11Q: 22 clusters Score -1.007018e+08 nChanged 31531
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 35141 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 14446 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 43800 members 
Mstep: Class 7 contains 4797 members 
Mstep: Class 8 contains 12126 members 
Mstep: Class 9 contains 59828 members 
Mstep: Class 10 contains 13320 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 41585 members 
Mstep: Class 14 contains 15396 members 
Mstep: Class 15 contains 7610 members 
Mstep: Class 16 contains 122007 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 47042 members 
Mstep: Class 19 contains 5354 members 
Mstep: Class 20 contains 125970 members 
Mstep: Class 21 contains 13902 members 
Mstep: Class 22 contains 166730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100725976.000000 Penalty: 70546.562500
Iteration 12Q: 22 clusters Score -1.00726e+08 nChanged 28084
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 35133 members 
Mstep: Class 3 contains 9523 members 
Mstep: Class 4 contains 16201 members 
Mstep: Class 5 contains 2158 members 
Mstep: Class 6 contains 41976 members 
Mstep: Class 7 contains 4062 members 
Mstep: Class 8 contains 11846 members 
Mstep: Class 9 contains 60752 members 
Mstep: Class 10 contains 12809 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 13 contains 42085 members 
Mstep: Class 14 contains 14746 members 
Mstep: Class 15 contains 7354 members 
Mstep: Class 16 contains 135170 members 
Mstep: Class 17 contains 2486 members 
Mstep: Class 18 contains 46580 members 
Mstep: Class 19 contains 5901 members 
Mstep: Class 20 contains 113943 members 
Mstep: Class 21 contains 13908 members 
Mstep: Class 22 contains 167094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100749920.000000 Penalty: 70546.562500
Iteration 13Q: 22 clusters Score -1.007499e+08 nChanged 24054
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 34957 members 
Mstep: Class 3 contains 9214 members 
Mstep: Class 4 contains 17689 members 
Mstep: Class 5 contains 2074 members 
Mstep: Class 6 contains 40120 members 
Mstep: Class 7 contains 3610 members 
Mstep: Class 8 contains 11660 members 
Mstep: Class 9 contains 61493 members 
Mstep: Class 10 contains 12704 members 
Mstep: Class 12 contains 1632 members 
Mstep: Class 13 contains 42873 members 
Mstep: Class 14 contains 14193 members 
Mstep: Class 15 contains 7113 members 
Mstep: Class 16 contains 145848 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 46101 members 
Mstep: Class 19 contains 6392 members 
Mstep: Class 20 contains 104401 members 
Mstep: Class 21 contains 13924 members 
Mstep: Class 22 contains 167207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100773632.000000 Penalty: 70546.562500
Iteration 14Q: 22 clusters Score -1.007736e+08 nChanged 19514
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 34808 members 
Mstep: Class 3 contains 8928 members 
Mstep: Class 4 contains 18961 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 38049 members 
Mstep: Class 7 contains 3429 members 
Mstep: Class 8 contains 11441 members 
Mstep: Class 9 contains 62080 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 12 contains 1441 members 
Mstep: Class 13 contains 43883 members 
Mstep: Class 14 contains 13734 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 152853 members 
Mstep: Class 17 contains 2474 members 
Mstep: Class 18 contains 45589 members 
Mstep: Class 19 contains 6823 members 
Mstep: Class 20 contains 98283 members 
Mstep: Class 21 contains 13939 members 
Mstep: Class 22 contains 167575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100791416.000000 Penalty: 70546.562500
Iteration 15Q: 22 clusters Score -1.007914e+08 nChanged 16331
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 34663 members 
Mstep: Class 3 contains 8613 members 
Mstep: Class 4 contains 20040 members 
Mstep: Class 5 contains 2005 members 
Mstep: Class 6 contains 35767 members 
Mstep: Class 7 contains 3394 members 
Mstep: Class 8 contains 11204 members 
Mstep: Class 9 contains 62598 members 
Mstep: Class 10 contains 12576 members 
Mstep: Class 12 contains 1353 members 
Mstep: Class 13 contains 45050 members 
Mstep: Class 14 contains 13367 members 
Mstep: Class 15 contains 6706 members 
Mstep: Class 16 contains 157342 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 45075 members 
Mstep: Class 19 contains 7218 members 
Mstep: Class 20 contains 93844 members 
Mstep: Class 21 contains 13948 members 
Mstep: Class 22 contains 168765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100805416.000000 Penalty: 70546.562500
Iteration 16Q: 22 clusters Score -1.008054e+08 nChanged 12745
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 34636 members 
Mstep: Class 3 contains 8349 members 
Mstep: Class 4 contains 21068 members 
Mstep: Class 5 contains 1997 members 
Mstep: Class 6 contains 33630 members 
Mstep: Class 7 contains 3455 members 
Mstep: Class 8 contains 11040 members 
Mstep: Class 9 contains 63017 members 
Mstep: Class 10 contains 12568 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 45985 members 
Mstep: Class 14 contains 13046 members 
Mstep: Class 15 contains 6660 members 
Mstep: Class 16 contains 159734 members 
Mstep: Class 17 contains 2458 members 
Mstep: Class 18 contains 44582 members 
Mstep: Class 19 contains 7560 members 
Mstep: Class 20 contains 91296 members 
Mstep: Class 21 contains 13962 members 
Mstep: Class 22 contains 169814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100811440.000000 Penalty: 70546.562500
Iteration 17Q: 22 clusters Score -1.008114e+08 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 34706 members 
Mstep: Class 3 contains 8119 members 
Mstep: Class 4 contains 21959 members 
Mstep: Class 5 contains 2001 members 
Mstep: Class 6 contains 31826 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 10868 members 
Mstep: Class 9 contains 63412 members 
Mstep: Class 10 contains 12519 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 46715 members 
Mstep: Class 14 contains 12769 members 
Mstep: Class 15 contains 6801 members 
Mstep: Class 16 contains 160973 members 
Mstep: Class 17 contains 2455 members 
Mstep: Class 18 contains 44169 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 89904 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 170389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100813448.000000 Penalty: 70546.562500
Iteration 18Q: 22 clusters Score -1.008134e+08 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 34761 members 
Mstep: Class 3 contains 7910 members 
Mstep: Class 4 contains 22756 members 
Mstep: Class 5 contains 2049 members 
Mstep: Class 6 contains 30382 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 10724 members 
Mstep: Class 9 contains 63761 members 
Mstep: Class 10 contains 12475 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 47242 members 
Mstep: Class 14 contains 12571 members 
Mstep: Class 15 contains 6964 members 
Mstep: Class 16 contains 161694 members 
Mstep: Class 17 contains 2454 members 
Mstep: Class 18 contains 43809 members 
Mstep: Class 19 contains 8121 members 
Mstep: Class 20 contains 89163 members 
Mstep: Class 21 contains 14020 members 
Mstep: Class 22 contains 170512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100814808.000000 Penalty: 70546.562500
Iteration 19Q: 22 clusters Score -1.008148e+08 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 34764 members 
Mstep: Class 3 contains 7749 members 
Mstep: Class 4 contains 23487 members 
Mstep: Class 5 contains 2102 members 
Mstep: Class 6 contains 29203 members 
Mstep: Class 7 contains 3737 members 
Mstep: Class 8 contains 10601 members 
Mstep: Class 9 contains 64052 members 
Mstep: Class 10 contains 12458 members 
Mstep: Class 12 contains 1234 members 
Mstep: Class 13 contains 47603 members 
Mstep: Class 14 contains 12398 members 
Mstep: Class 15 contains 7094 members 
Mstep: Class 16 contains 162218 members 
Mstep: Class 17 contains 2454 members 
Mstep: Class 18 contains 43508 members 
Mstep: Class 19 contains 8342 members 
Mstep: Class 20 contains 88830 members 
Mstep: Class 21 contains 14036 members 
Mstep: Class 22 contains 170357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100816376.000000 Penalty: 70546.562500
Iteration 20F: 22 clusters Score -1.008164e+08 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 34727 members 
Mstep: Class 3 contains 7630 members 
Mstep: Class 4 contains 24087 members 
Mstep: Class 5 contains 2145 members 
Mstep: Class 6 contains 28111 members 
Mstep: Class 7 contains 3826 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 64275 members 
Mstep: Class 10 contains 12649 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 47910 members 
Mstep: Class 14 contains 12209 members 
Mstep: Class 15 contains 7229 members 
Mstep: Class 16 contains 162736 members 
Mstep: Class 17 contains 2449 members 
Mstep: Class 18 contains 43262 members 
Mstep: Class 19 contains 8595 members 
Mstep: Class 20 contains 88599 members 
Mstep: Class 21 contains 14039 members 
Mstep: Class 22 contains 170195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100818096.000000 Penalty: 70546.562500
Iteration 21Q: 22 clusters Score -1.008181e+08 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 34666 members 
Mstep: Class 3 contains 7511 members 
Mstep: Class 4 contains 24621 members 
Mstep: Class 5 contains 2189 members 
Mstep: Class 6 contains 27219 members 
Mstep: Class 7 contains 3953 members 
Mstep: Class 8 contains 10325 members 
Mstep: Class 9 contains 64482 members 
Mstep: Class 10 contains 12618 members 
Mstep: Class 12 contains 981 members 
Mstep: Class 13 contains 48154 members 
Mstep: Class 14 contains 12025 members 
Mstep: Class 15 contains 7349 members 
Mstep: Class 16 contains 163116 members 
Mstep: Class 17 contains 2441 members 
Mstep: Class 18 contains 43073 members 
Mstep: Class 19 contains 8798 members 
Mstep: Class 20 contains 88438 members 
Mstep: Class 21 contains 14049 members 
Mstep: Class 22 contains 170040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100818936.000000 Penalty: 70546.562500
Iteration 22Q: 22 clusters Score -1.008189e+08 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 34642 members 
Mstep: Class 3 contains 7406 members 
Mstep: Class 4 contains 25032 members 
Mstep: Class 5 contains 2215 members 
Mstep: Class 6 contains 26486 members 
Mstep: Class 7 contains 4091 members 
Mstep: Class 8 contains 10262 members 
Mstep: Class 9 contains 64682 members 
Mstep: Class 10 contains 12564 members 
Mstep: Class 12 contains 951 members 
Mstep: Class 13 contains 48362 members 
Mstep: Class 14 contains 11840 members 
Mstep: Class 15 contains 7430 members 
Mstep: Class 16 contains 163381 members 
Mstep: Class 17 contains 2438 members 
Mstep: Class 18 contains 42911 members 
Mstep: Class 19 contains 8969 members 
Mstep: Class 20 contains 88309 members 
Mstep: Class 21 contains 14054 members 
Mstep: Class 22 contains 169925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100819368.000000 Penalty: 70546.562500
Iteration 23Q: 22 clusters Score -1.008194e+08 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 34601 members 
Mstep: Class 3 contains 7328 members 
Mstep: Class 4 contains 25368 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 25861 members 
Mstep: Class 7 contains 4237 members 
Mstep: Class 8 contains 10210 members 
Mstep: Class 9 contains 64858 members 
Mstep: Class 10 contains 12509 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 48506 members 
Mstep: Class 14 contains 11679 members 
Mstep: Class 15 contains 7505 members 
Mstep: Class 16 contains 163578 members 
Mstep: Class 17 contains 2435 members 
Mstep: Class 18 contains 42825 members 
Mstep: Class 19 contains 9116 members 
Mstep: Class 20 contains 88214 members 
Mstep: Class 21 contains 14064 members 
Mstep: Class 22 contains 169812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100820208.000000 Penalty: 70546.562500
Iteration 24Q: 22 clusters Score -1.008202e+08 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 34568 members 
Mstep: Class 3 contains 7257 members 
Mstep: Class 4 contains 25615 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 25329 members 
Mstep: Class 7 contains 4396 members 
Mstep: Class 8 contains 10183 members 
Mstep: Class 9 contains 65025 members 
Mstep: Class 10 contains 12480 members 
Mstep: Class 12 contains 925 members 
Mstep: Class 13 contains 48614 members 
Mstep: Class 14 contains 11512 members 
Mstep: Class 15 contains 7582 members 
Mstep: Class 16 contains 163708 members 
Mstep: Class 17 contains 2431 members 
Mstep: Class 18 contains 42759 members 
Mstep: Class 19 contains 9262 members 
Mstep: Class 20 contains 88141 members 
Mstep: Class 21 contains 14077 members 
Mstep: Class 22 contains 169723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100820464.000000 Penalty: 70546.562500
Iteration 25Q: 22 clusters Score -1.008205e+08 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 34530 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 25829 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 24830 members 
Mstep: Class 7 contains 4568 members 
Mstep: Class 8 contains 10160 members 
Mstep: Class 9 contains 65180 members 
Mstep: Class 10 contains 12451 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 48681 members 
Mstep: Class 14 contains 11341 members 
Mstep: Class 15 contains 7664 members 
Mstep: Class 16 contains 163797 members 
Mstep: Class 17 contains 2428 members 
Mstep: Class 18 contains 42722 members 
Mstep: Class 19 contains 9424 members 
Mstep: Class 20 contains 88076 members 
Mstep: Class 21 contains 14089 members 
Mstep: Class 22 contains 169673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100821056.000000 Penalty: 70546.562500
Iteration 26Q: 22 clusters Score -1.008211e+08 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 34504 members 
Mstep: Class 3 contains 7159 members 
Mstep: Class 4 contains 26025 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 24414 members 
Mstep: Class 7 contains 4728 members 
Mstep: Class 8 contains 10142 members 
Mstep: Class 9 contains 65316 members 
Mstep: Class 10 contains 12415 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 48736 members 
Mstep: Class 14 contains 11153 members 
Mstep: Class 15 contains 7720 members 
Mstep: Class 16 contains 163877 members 
Mstep: Class 17 contains 2426 members 
Mstep: Class 18 contains 42689 members 
Mstep: Class 19 contains 9587 members 
Mstep: Class 20 contains 88012 members 
Mstep: Class 21 contains 14099 members 
Mstep: Class 22 contains 169613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100821552.000000 Penalty: 70546.562500
Iteration 27Q: 22 clusters Score -1.008216e+08 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 34471 members 
Mstep: Class 3 contains 7130 members 
Mstep: Class 4 contains 26179 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 24044 members 
Mstep: Class 7 contains 4872 members 
Mstep: Class 8 contains 10145 members 
Mstep: Class 9 contains 65428 members 
Mstep: Class 10 contains 12400 members 
Mstep: Class 12 contains 914 members 
Mstep: Class 13 contains 48759 members 
Mstep: Class 14 contains 10936 members 
Mstep: Class 15 contains 7776 members 
Mstep: Class 16 contains 163946 members 
Mstep: Class 17 contains 2425 members 
Mstep: Class 18 contains 42668 members 
Mstep: Class 19 contains 9768 members 
Mstep: Class 20 contains 87962 members 
Mstep: Class 21 contains 14106 members 
Mstep: Class 22 contains 169567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100821776.000000 Penalty: 70546.562500
Iteration 28Q: 22 clusters Score -1.008218e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 34419 members 
Mstep: Class 3 contains 7107 members 
Mstep: Class 4 contains 26318 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 23744 members 
Mstep: Class 7 contains 5006 members 
Mstep: Class 8 contains 10140 members 
Mstep: Class 9 contains 65520 members 
Mstep: Class 10 contains 12368 members 
Mstep: Class 12 contains 915 members 
Mstep: Class 13 contains 48810 members 
Mstep: Class 14 contains 10743 members 
Mstep: Class 15 contains 7816 members 
Mstep: Class 16 contains 164009 members 
Mstep: Class 17 contains 2422 members 
Mstep: Class 18 contains 42653 members 
Mstep: Class 19 contains 9935 members 
Mstep: Class 20 contains 87930 members 
Mstep: Class 21 contains 14113 members 
Mstep: Class 22 contains 169523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100822008.000000 Penalty: 70546.562500
Iteration 29Q: 22 clusters Score -1.00822e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 34380 members 
Mstep: Class 3 contains 7092 members 
Mstep: Class 4 contains 26412 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 23498 members 
Mstep: Class 7 contains 5114 members 
Mstep: Class 8 contains 10150 members 
Mstep: Class 9 contains 65588 members 
Mstep: Class 10 contains 12359 members 
Mstep: Class 12 contains 910 members 
Mstep: Class 13 contains 48864 members 
Mstep: Class 14 contains 10519 members 
Mstep: Class 15 contains 7841 members 
Mstep: Class 16 contains 164045 members 
Mstep: Class 17 contains 2422 members 
Mstep: Class 18 contains 42638 members 
Mstep: Class 19 contains 10143 members 
Mstep: Class 20 contains 87896 members 
Mstep: Class 21 contains 14112 members 
Mstep: Class 22 contains 169484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100822256.000000 Penalty: 70546.562500
Iteration 30Q: 22 clusters Score -1.008223e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 34347 members 
Mstep: Class 3 contains 7080 members 
Mstep: Class 4 contains 26492 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 23288 members 
Mstep: Class 7 contains 5227 members 
Mstep: Class 8 contains 10149 members 
Mstep: Class 9 contains 65635 members 
Mstep: Class 10 contains 12349 members 
Mstep: Class 12 contains 909 members 
Mstep: Class 13 contains 48927 members 
Mstep: Class 14 contains 10295 members 
Mstep: Class 15 contains 7877 members 
Mstep: Class 16 contains 164057 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 42630 members 
Mstep: Class 19 contains 10359 members 
Mstep: Class 20 contains 87856 members 
Mstep: Class 21 contains 14110 members 
Mstep: Class 22 contains 169469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100822360.000000 Penalty: 70546.562500
Iteration 31Q: 22 clusters Score -1.008224e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 34325 members 
Mstep: Class 3 contains 7069 members 
Mstep: Class 4 contains 26553 members 
Mstep: Class 5 contains 2518 members 
Mstep: Class 6 contains 23113 members 
Mstep: Class 7 contains 5329 members 
Mstep: Class 8 contains 10152 members 
Mstep: Class 9 contains 65674 members 
Mstep: Class 10 contains 12343 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 48967 members 
Mstep: Class 14 contains 10047 members 
Mstep: Class 15 contains 7899 members 
Mstep: Class 16 contains 164061 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 42625 members 
Mstep: Class 19 contains 10620 members 
Mstep: Class 20 contains 87837 members 
Mstep: Class 21 contains 14113 members 
Mstep: Class 22 contains 169443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100822448.000000 Penalty: 70546.562500
Iteration 32Q: 22 clusters Score -1.008224e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 34295 members 
Mstep: Class 3 contains 7055 members 
Mstep: Class 4 contains 26598 members 
Mstep: Class 5 contains 2546 members 
Mstep: Class 6 contains 22938 members 
Mstep: Class 7 contains 5428 members 
Mstep: Class 8 contains 10146 members 
Mstep: Class 9 contains 65715 members 
Mstep: Class 10 contains 12333 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 48995 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 7922 members 
Mstep: Class 16 contains 164057 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 42624 members 
Mstep: Class 19 contains 10936 members 
Mstep: Class 20 contains 87822 members 
Mstep: Class 21 contains 14115 members 
Mstep: Class 22 contains 169438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100822856.000000 Penalty: 70546.562500
Iteration 33Q: 22 clusters Score -1.008229e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 34260 members 
Mstep: Class 3 contains 7044 members 
Mstep: Class 4 contains 26645 members 
Mstep: Class 5 contains 2580 members 
Mstep: Class 6 contains 22777 members 
Mstep: Class 7 contains 5516 members 
Mstep: Class 8 contains 10138 members 
Mstep: Class 9 contains 65744 members 
Mstep: Class 10 contains 12326 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 49017 members 
Mstep: Class 14 contains 9446 members 
Mstep: Class 15 contains 7953 members 
Mstep: Class 16 contains 164063 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 42616 members 
Mstep: Class 19 contains 11314 members 
Mstep: Class 20 contains 87797 members 
Mstep: Class 21 contains 14117 members 
Mstep: Class 22 contains 169427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100823440.000000 Penalty: 70546.562500
Iteration 34Q: 22 clusters Score -1.008234e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 34234 members 
Mstep: Class 3 contains 7031 members 
Mstep: Class 4 contains 26681 members 
Mstep: Class 5 contains 2605 members 
Mstep: Class 6 contains 22623 members 
Mstep: Class 7 contains 5594 members 
Mstep: Class 8 contains 10145 members 
Mstep: Class 9 contains 65760 members 
Mstep: Class 10 contains 12322 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 49014 members 
Mstep: Class 14 contains 9054 members 
Mstep: Class 15 contains 7989 members 
Mstep: Class 16 contains 164078 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 42615 members 
Mstep: Class 19 contains 11782 members 
Mstep: Class 20 contains 87765 members 
Mstep: Class 21 contains 14121 members 
Mstep: Class 22 contains 169419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100823992.000000 Penalty: 70546.562500
Iteration 35Q: 22 clusters Score -1.00824e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 34205 members 
Mstep: Class 3 contains 7019 members 
Mstep: Class 4 contains 26710 members 
Mstep: Class 5 contains 2631 members 
Mstep: Class 6 contains 22474 members 
Mstep: Class 7 contains 5656 members 
Mstep: Class 8 contains 10146 members 
Mstep: Class 9 contains 65749 members 
Mstep: Class 10 contains 12312 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 49003 members 
Mstep: Class 14 contains 8680 members 
Mstep: Class 15 contains 8010 members 
Mstep: Class 16 contains 164094 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 42611 members 
Mstep: Class 19 contains 12286 members 
Mstep: Class 20 contains 87749 members 
Mstep: Class 21 contains 14127 members 
Mstep: Class 22 contains 169407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100824728.000000 Penalty: 70546.562500
Iteration 36Q: 22 clusters Score -1.008247e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 34184 members 
Mstep: Class 3 contains 6999 members 
Mstep: Class 4 contains 26736 members 
Mstep: Class 5 contains 2647 members 
Mstep: Class 6 contains 22327 members 
Mstep: Class 7 contains 5723 members 
Mstep: Class 8 contains 10125 members 
Mstep: Class 9 contains 65716 members 
Mstep: Class 10 contains 12307 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 48994 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 8035 members 
Mstep: Class 16 contains 164104 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 42613 members 
Mstep: Class 19 contains 12772 members 
Mstep: Class 20 contains 87738 members 
Mstep: Class 21 contains 14128 members 
Mstep: Class 22 contains 169385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100825768.000000 Penalty: 70546.562500
Iteration 37Q: 22 clusters Score -1.008258e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 34166 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 26759 members 
Mstep: Class 5 contains 2657 members 
Mstep: Class 6 contains 22198 members 
Mstep: Class 7 contains 5784 members 
Mstep: Class 8 contains 10063 members 
Mstep: Class 9 contains 65656 members 
Mstep: Class 10 contains 12304 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 48986 members 
Mstep: Class 14 contains 8233 members 
Mstep: Class 15 contains 8041 members 
Mstep: Class 16 contains 164102 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 42616 members 
Mstep: Class 19 contains 13150 members 
Mstep: Class 20 contains 87726 members 
Mstep: Class 21 contains 14130 members 
Mstep: Class 22 contains 169370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100826808.000000 Penalty: 70546.562500
Iteration 38Q: 22 clusters Score -1.008268e+08 nChanged 1067
Entering ConstructFrom: 
Score: -100826808.000000 Penalty: 70546.562500
Entering ConstructFrom: 
Trying to split cluster 1 (17302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Entering Unmasked Estep 
Score: -2184856.500000 Penalty: 2420.127197
	Iteration 0F: 2 clusters Score -2184856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2172476.000000 Penalty: 4840.254395
	Iteration 0F: 3 clusters Score -2172476 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2176743.000000 Penalty: 4840.254395
	Iteration 1F: 3 clusters Score -2176743 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2177474.500000 Penalty: 4840.254395
	Iteration 2F: 3 clusters Score -2177474 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2178240.250000 Penalty: 4840.254395
	Iteration 3F: 3 clusters Score -2178240 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2179067.000000 Penalty: 4840.254395
	Iteration 4F: 3 clusters Score -2179067 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2179895.250000 Penalty: 4840.254395
	Iteration 5F: 3 clusters Score -2179895 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2180606.750000 Penalty: 4840.254395
	Iteration 6F: 3 clusters Score -2180607 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2181139.250000 Penalty: 4840.254395
	Iteration 7F: 3 clusters Score -2181139 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2181569.500000 Penalty: 4840.254395
	Iteration 8Q: 3 clusters Score -2181570 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2181884.500000 Penalty: 4840.254395
	Iteration 9Q: 3 clusters Score -2181884 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2182130.500000 Penalty: 4840.254395
	Iteration 10Q: 3 clusters Score -2182130 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2182324.250000 Penalty: 4840.254395
	Iteration 11Q: 3 clusters Score -2182324 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2182526.000000 Penalty: 4840.254395
	Iteration 12Q: 3 clusters Score -2182526 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2182696.000000 Penalty: 4840.254395
	Iteration 13Q: 3 clusters Score -2182696 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2182846.500000 Penalty: 4840.254395
	Iteration 14Q: 3 clusters Score -2182846 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2182987.500000 Penalty: 4840.254395
	Iteration 15Q: 3 clusters Score -2182988 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2183089.750000 Penalty: 4840.254395
	Iteration 16Q: 3 clusters Score -2183090 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2183171.500000 Penalty: 4840.254395
	Iteration 17Q: 3 clusters Score -2183172 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2183251.000000 Penalty: 4840.254395
	Iteration 18Q: 3 clusters Score -2183251 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2183326.750000 Penalty: 4840.254395
	Iteration 19Q: 3 clusters Score -2183327 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2183384.000000 Penalty: 4840.254395
	Iteration 20F: 3 clusters Score -2183384 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2183443.000000 Penalty: 4840.254395
	Iteration 21Q: 3 clusters Score -2183443 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2183499.000000 Penalty: 4840.254395
	Iteration 22Q: 3 clusters Score -2183499 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2183556.750000 Penalty: 4840.254395
	Iteration 23Q: 3 clusters Score -2183557 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2183590.750000 Penalty: 4840.254395
	Iteration 24Q: 3 clusters Score -2183591 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2183642.500000 Penalty: 4840.254395
	Iteration 25Q: 3 clusters Score -2183642 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2183680.250000 Penalty: 4840.254395
	Iteration 26Q: 3 clusters Score -2183680 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2183722.750000 Penalty: 4840.254395
	Iteration 27Q: 3 clusters Score -2183723 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2183762.250000 Penalty: 4840.254395
	Iteration 28Q: 3 clusters Score -2183762 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2183795.500000 Penalty: 4840.254395
	Iteration 29Q: 3 clusters Score -2183796 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2183842.000000 Penalty: 4840.254395
	Iteration 30Q: 3 clusters Score -2183842 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2183885.750000 Penalty: 4840.254395
	Iteration 31Q: 3 clusters Score -2183886 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2183933.000000 Penalty: 4840.254395
	Iteration 32Q: 3 clusters Score -2183933 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2183991.000000 Penalty: 4840.254395
	Iteration 33Q: 3 clusters Score -2183991 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2184057.500000 Penalty: 4840.254395
	Iteration 34Q: 3 clusters Score -2184058 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2184135.500000 Penalty: 4840.254395
	Iteration 35Q: 3 clusters Score -2184136 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2184194.250000 Penalty: 4840.254395
	Iteration 36Q: 3 clusters Score -2184194 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2184248.750000 Penalty: 4840.254395
	Iteration 37Q: 3 clusters Score -2184249 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2184295.250000 Penalty: 4840.254395
	Iteration 38Q: 3 clusters Score -2184295 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2184326.750000 Penalty: 4840.254395
	Iteration 39Q: 3 clusters Score -2184327 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2184351.500000 Penalty: 4840.254395
	Iteration 40F: 3 clusters Score -2184352 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2184377.750000 Penalty: 4840.254395
	Iteration 41Q: 3 clusters Score -2184378 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2184400.000000 Penalty: 4840.254395
	Iteration 42Q: 3 clusters Score -2184400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2184424.750000 Penalty: 4840.254395
	Iteration 43Q: 3 clusters Score -2184425 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2184436.500000 Penalty: 4840.254395
	Iteration 44Q: 3 clusters Score -2184436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2184447.250000 Penalty: 4840.254395
	Iteration 45Q: 3 clusters Score -2184447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2184454.500000 Penalty: 4840.254395
	Iteration 46Q: 3 clusters Score -2184454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2184466.000000 Penalty: 4840.254395
	Iteration 47Q: 3 clusters Score -2184466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2184471.500000 Penalty: 4840.254395
	Iteration 48Q: 3 clusters Score -2184472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2184473.250000 Penalty: 4840.254395
	Iteration 49Q: 3 clusters Score -2184473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2184484.250000 Penalty: 4840.254395
	Iteration 50Q: 3 clusters Score -2184484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2184482.500000 Penalty: 4840.254395
	Iteration 51Q: 3 clusters Score -2184482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2184494.750000 Penalty: 4840.254395
	Iteration 52Q: 3 clusters Score -2184495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2184503.250000 Penalty: 4840.254395
	Iteration 53Q: 3 clusters Score -2184503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2184514.000000 Penalty: 4840.254395
	Iteration 54Q: 3 clusters Score -2184514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2184518.500000 Penalty: 4840.254395
	Iteration 55Q: 3 clusters Score -2184518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2184535.000000 Penalty: 4840.254395
	Iteration 56Q: 3 clusters Score -2184535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2184542.500000 Penalty: 4840.254395
	Iteration 57Q: 3 clusters Score -2184542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2184557.000000 Penalty: 4840.254395
	Iteration 58Q: 3 clusters Score -2184557 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2184574.750000 Penalty: 4840.254395
	Iteration 59Q: 3 clusters Score -2184575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2184579.500000 Penalty: 4840.254395
	Iteration 60F: 3 clusters Score -2184580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2184582.750000 Penalty: 4840.254395
	Iteration 61Q: 3 clusters Score -2184583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2184585.250000 Penalty: 4840.254395
	Iteration 62Q: 3 clusters Score -2184585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2184590.000000 Penalty: 4840.254395
	Iteration 63Q: 3 clusters Score -2184590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2184591.250000 Penalty: 4840.254395
	Iteration 64Q: 3 clusters Score -2184591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2184595.000000 Penalty: 4840.254395
	Iteration 65Q: 3 clusters Score -2184595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2184600.250000 Penalty: 4840.254395
	Iteration 66Q: 3 clusters Score -2184600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2184606.000000 Penalty: 4840.254395
	Iteration 67Q: 3 clusters Score -2184606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2184610.500000 Penalty: 4840.254395
	Iteration 68Q: 3 clusters Score -2184610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2184615.000000 Penalty: 4840.254395
	Iteration 69Q: 3 clusters Score -2184615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2184619.500000 Penalty: 4840.254395
	Iteration 70Q: 3 clusters Score -2184620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2184621.000000 Penalty: 4840.254395
	Iteration 71Q: 3 clusters Score -2184621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2184622.500000 Penalty: 4840.254395
	Iteration 72Q: 3 clusters Score -2184622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2184623.750000 Penalty: 4840.254395
	Iteration 73Q: 3 clusters Score -2184624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2184627.000000 Penalty: 4840.254395
	Iteration 74Q: 3 clusters Score -2184627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2184629.000000 Penalty: 4840.254395
	Iteration 75Q: 3 clusters Score -2184629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2184627.000000 Penalty: 4840.254395
	Iteration 76Q: 3 clusters Score -2184627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2184626.000000 Penalty: 4840.254395
	Iteration 77Q: 3 clusters Score -2184626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2184626.750000 Penalty: 4840.254395
	Iteration 78Q: 3 clusters Score -2184627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2184630.250000 Penalty: 4840.254395
	Iteration 79Q: 3 clusters Score -2184630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2184630.250000 Penalty: 4840.254395
	Iteration 80F: 3 clusters Score -2184630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Entering Unmasked Estep 
Score: -4615403.500000 Penalty: 2588.788818
	Iteration 0F: 2 clusters Score -4615404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -4592230.500000 Penalty: 5177.577637
	Iteration 0F: 3 clusters Score -4592230 nChanged 15439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -4600656.000000 Penalty: 5177.577637
	Iteration 1F: 3 clusters Score -4600656 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -4601352.000000 Penalty: 5177.577637
	Iteration 2F: 3 clusters Score -4601352 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -4602242.000000 Penalty: 5177.577637
	Iteration 3F: 3 clusters Score -4602242 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -4603303.000000 Penalty: 5177.577637
	Iteration 4F: 3 clusters Score -4603303 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -4604602.000000 Penalty: 5177.577637
	Iteration 5F: 3 clusters Score -4604602 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -4606242.000000 Penalty: 5177.577637
	Iteration 6F: 3 clusters Score -4606242 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -4608154.000000 Penalty: 5177.577637
	Iteration 7F: 3 clusters Score -4608154 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -4610066.000000 Penalty: 5177.577637
	Iteration 8F: 3 clusters Score -4610066 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -4611686.000000 Penalty: 5177.577637
	Iteration 9F: 3 clusters Score -4611686 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -4612739.000000 Penalty: 5177.577637
	Iteration 10Q: 3 clusters Score -4612739 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -4613418.500000 Penalty: 5177.577637
	Iteration 11Q: 3 clusters Score -4613418 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -4613858.500000 Penalty: 5177.577637
	Iteration 12Q: 3 clusters Score -4613858 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -4614241.500000 Penalty: 5177.577637
	Iteration 13Q: 3 clusters Score -4614242 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -4614599.000000 Penalty: 5177.577637
	Iteration 14Q: 3 clusters Score -4614599 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -4614950.000000 Penalty: 5177.577637
	Iteration 15Q: 3 clusters Score -4614950 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -4615328.500000 Penalty: 5177.577637
	Iteration 16Q: 3 clusters Score -4615328 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -4615783.000000 Penalty: 5177.577637
	Iteration 17Q: 3 clusters Score -4615783 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -4616392.500000 Penalty: 5177.577637
	Iteration 18Q: 3 clusters Score -4616392 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -4616869.500000 Penalty: 5177.577637
	Iteration 19Q: 3 clusters Score -4616870 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -4617038.000000 Penalty: 5177.577637
	Iteration 20F: 3 clusters Score -4617038 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -4617137.500000 Penalty: 5177.577637
	Iteration 21Q: 3 clusters Score -4617138 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -4617193.500000 Penalty: 5177.577637
	Iteration 22Q: 3 clusters Score -4617194 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -4617194.000000 Penalty: 5177.577637
	Iteration 23Q: 3 clusters Score -4617194 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -4617220.500000 Penalty: 5177.577637
	Iteration 24Q: 3 clusters Score -4617220 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -4617224.500000 Penalty: 5177.577637
	Iteration 25Q: 3 clusters Score -4617224 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -4617236.000000 Penalty: 5177.577637
	Iteration 26Q: 3 clusters Score -4617236 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -4617227.000000 Penalty: 5177.577637
	Iteration 27Q: 3 clusters Score -4617227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -4617232.000000 Penalty: 5177.577637
	Iteration 28Q: 3 clusters Score -4617232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -4617229.500000 Penalty: 5177.577637
	Iteration 29Q: 3 clusters Score -4617230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -4617241.500000 Penalty: 5177.577637
	Iteration 30Q: 3 clusters Score -4617242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -4617253.000000 Penalty: 5177.577637
	Iteration 31Q: 3 clusters Score -4617253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -4617264.500000 Penalty: 5177.577637
	Iteration 32Q: 3 clusters Score -4617264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -4617261.000000 Penalty: 5177.577637
	Iteration 33Q: 3 clusters Score -4617261 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -4617283.000000 Penalty: 5177.577637
	Iteration 34Q: 3 clusters Score -4617283 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -4617286.500000 Penalty: 5177.577637
	Iteration 35Q: 3 clusters Score -4617286 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -4617316.000000 Penalty: 5177.577637
	Iteration 36Q: 3 clusters Score -4617316 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -4617401.000000 Penalty: 5177.577637
	Iteration 37Q: 3 clusters Score -4617401 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -4617517.500000 Penalty: 5177.577637
	Iteration 38Q: 3 clusters Score -4617518 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -4617754.500000 Penalty: 5177.577637
	Iteration 39Q: 3 clusters Score -4617754 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -4618365.000000 Penalty: 5177.577637
	Iteration 40F: 3 clusters Score -4618365 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -4619796.000000 Penalty: 5177.577637
	Iteration 41Q: 3 clusters Score -4619796 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -4622454.000000 Penalty: 5177.577637
	Iteration 42Q: 3 clusters Score -4622454 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -4623873.500000 Penalty: 5177.577637
	Iteration 43Q: 3 clusters Score -4623874 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -4624128.000000 Penalty: 5177.577637
	Iteration 44Q: 3 clusters Score -4624128 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -4624211.000000 Penalty: 5177.577637
	Iteration 45Q: 3 clusters Score -4624211 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -4624219.000000 Penalty: 5177.577637
	Iteration 46Q: 3 clusters Score -4624219 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -4624233.500000 Penalty: 5177.577637
	Iteration 47Q: 3 clusters Score -4624234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -4624248.000000 Penalty: 5177.577637
	Iteration 48Q: 3 clusters Score -4624248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -4624250.000000 Penalty: 5177.577637
	Iteration 49Q: 3 clusters Score -4624250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -4624255.000000 Penalty: 5177.577637
	Iteration 50Q: 3 clusters Score -4624255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -4624256.500000 Penalty: 5177.577637
	Iteration 51Q: 3 clusters Score -4624256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -4624258.500000 Penalty: 5177.577637
	Iteration 52Q: 3 clusters Score -4624258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -4624255.000000 Penalty: 5177.577637
	Iteration 53Q: 3 clusters Score -4624255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -4624252.000000 Penalty: 5177.577637
	Iteration 54Q: 3 clusters Score -4624252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -4624251.500000 Penalty: 5177.577637
	Iteration 55Q: 3 clusters Score -4624252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -4624249.000000 Penalty: 5177.577637
	Iteration 56Q: 3 clusters Score -4624249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -4624249.000000 Penalty: 5177.577637
	Iteration 57F: 3 clusters Score -4624249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 17617 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 26774 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 22080 members 
Mstep: Class 7 contains 5835 members 
Mstep: Class 8 contains 10020 members 
Mstep: Class 9 contains 65543 members 
Mstep: Class 10 contains 12301 members 
Mstep: Class 11 contains 16538 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 48989 members 
Mstep: Class 14 contains 8224 members 
Mstep: Class 15 contains 8042 members 
Mstep: Class 16 contains 164125 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 42625 members 
Mstep: Class 19 contains 13376 members 
Mstep: Class 20 contains 87720 members 
Mstep: Class 21 contains 14127 members 
Mstep: Class 22 contains 169351 members 
Entering Unmasked Estep 
Score: -100834536.000000 Penalty: 73905.921875
Splitting cluster 2 changes total score from -100826808.000000 to -100834536.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 3 (6983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Entering Unmasked Estep 
Score: -802275.500000 Penalty: 2195.105957
	Iteration 0F: 2 clusters Score -802275.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -796553.375000 Penalty: 4390.211914
	Iteration 0F: 3 clusters Score -796553.4 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -798528.312500 Penalty: 4390.211914
	Iteration 1F: 3 clusters Score -798528.3 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -799548.750000 Penalty: 4390.211914
	Iteration 2F: 3 clusters Score -799548.8 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -801200.750000 Penalty: 4390.211914
	Iteration 3F: 3 clusters Score -801200.8 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -802936.625000 Penalty: 4390.211914
	Iteration 4F: 3 clusters Score -802936.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -803849.687500 Penalty: 4390.211914
	Iteration 5F: 3 clusters Score -803849.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -804334.312500 Penalty: 4390.211914
	Iteration 6F: 3 clusters Score -804334.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -804597.562500 Penalty: 4390.211914
	Iteration 7Q: 3 clusters Score -804597.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -804748.812500 Penalty: 4390.211914
	Iteration 8Q: 3 clusters Score -804748.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -804845.687500 Penalty: 4390.211914
	Iteration 9Q: 3 clusters Score -804845.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -804896.937500 Penalty: 4390.211914
	Iteration 10Q: 3 clusters Score -804896.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -804921.375000 Penalty: 4390.211914
	Iteration 11Q: 3 clusters Score -804921.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -804932.437500 Penalty: 4390.211914
	Iteration 12Q: 3 clusters Score -804932.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -804939.562500 Penalty: 4390.211914
	Iteration 13Q: 3 clusters Score -804939.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -804945.312500 Penalty: 4390.211914
	Iteration 14Q: 3 clusters Score -804945.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -804947.437500 Penalty: 4390.211914
	Iteration 15Q: 3 clusters Score -804947.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -804951.937500 Penalty: 4390.211914
	Iteration 16Q: 3 clusters Score -804951.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -804953.437500 Penalty: 4390.211914
	Iteration 17Q: 3 clusters Score -804953.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -804955.125000 Penalty: 4390.211914
	Iteration 18Q: 3 clusters Score -804955.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -804957.625000 Penalty: 4390.211914
	Iteration 19Q: 3 clusters Score -804957.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -804959.625000 Penalty: 4390.211914
	Iteration 20F: 3 clusters Score -804959.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -804958.812500 Penalty: 4390.211914
	Iteration 21Q: 3 clusters Score -804958.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -804963.312500 Penalty: 4390.211914
	Iteration 22Q: 3 clusters Score -804963.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -804963.437500 Penalty: 4390.211914
	Iteration 23Q: 3 clusters Score -804963.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -804965.937500 Penalty: 4390.211914
	Iteration 24Q: 3 clusters Score -804965.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -804967.687500 Penalty: 4390.211914
	Iteration 25Q: 3 clusters Score -804967.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -804967.687500 Penalty: 4390.211914
	Iteration 26F: 3 clusters Score -804967.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 17617 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 26774 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 22080 members 
Mstep: Class 7 contains 5835 members 
Mstep: Class 8 contains 10020 members 
Mstep: Class 9 contains 65543 members 
Mstep: Class 10 contains 12301 members 
Mstep: Class 11 contains 16538 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 48989 members 
Mstep: Class 14 contains 8224 members 
Mstep: Class 15 contains 8042 members 
Mstep: Class 16 contains 164125 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 42625 members 
Mstep: Class 19 contains 13376 members 
Mstep: Class 20 contains 87720 members 
Mstep: Class 21 contains 14127 members 
Mstep: Class 22 contains 169351 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
Score: -100836280.000000 Penalty: 77265.281250
Splitting cluster 3 changes total score from -100826808.000000 to -100836280.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (26774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Entering Unmasked Estep 
Score: -3569169.750000 Penalty: 2528.406250
	Iteration 0F: 2 clusters Score -3569170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3550798.500000 Penalty: 5056.812500
	Iteration 0F: 3 clusters Score -3550798 nChanged 11962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -3558167.250000 Penalty: 5056.812500
	Iteration 1F: 3 clusters Score -3558167 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -3559500.250000 Penalty: 5056.812500
	Iteration 2F: 3 clusters Score -3559500 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3560600.500000 Penalty: 5056.812500
	Iteration 3F: 3 clusters Score -3560600 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -3561520.000000 Penalty: 5056.812500
	Iteration 4F: 3 clusters Score -3561520 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -3562436.250000 Penalty: 5056.812500
	Iteration 5F: 3 clusters Score -3562436 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -3563597.500000 Penalty: 5056.812500
	Iteration 6F: 3 clusters Score -3563598 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -3565068.000000 Penalty: 5056.812500
	Iteration 7F: 3 clusters Score -3565068 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3566495.250000 Penalty: 5056.812500
	Iteration 8F: 3 clusters Score -3566495 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -3567655.750000 Penalty: 5056.812500
	Iteration 9F: 3 clusters Score -3567656 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3568452.500000 Penalty: 5056.812500
	Iteration 10Q: 3 clusters Score -3568452 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -3568876.750000 Penalty: 5056.812500
	Iteration 11Q: 3 clusters Score -3568877 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3569081.250000 Penalty: 5056.812500
	Iteration 12Q: 3 clusters Score -3569081 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3569202.000000 Penalty: 5056.812500
	Iteration 13Q: 3 clusters Score -3569202 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3569259.750000 Penalty: 5056.812500
	Iteration 14Q: 3 clusters Score -3569260 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3569296.000000 Penalty: 5056.812500
	Iteration 15Q: 3 clusters Score -3569296 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3569316.000000 Penalty: 5056.812500
	Iteration 16Q: 3 clusters Score -3569316 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3569323.250000 Penalty: 5056.812500
	Iteration 17Q: 3 clusters Score -3569323 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3569320.250000 Penalty: 5056.812500
	Iteration 18Q: 3 clusters Score -3569320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3569327.750000 Penalty: 5056.812500
	Iteration 19Q: 3 clusters Score -3569328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3569358.750000 Penalty: 5056.812500
	Iteration 20F: 3 clusters Score -3569359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3569358.500000 Penalty: 5056.812500
	Iteration 21Q: 3 clusters Score -3569358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3569367.500000 Penalty: 5056.812500
	Iteration 22Q: 3 clusters Score -3569368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3569374.750000 Penalty: 5056.812500
	Iteration 23Q: 3 clusters Score -3569375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3569379.250000 Penalty: 5056.812500
	Iteration 24Q: 3 clusters Score -3569379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3569379.750000 Penalty: 5056.812500
	Iteration 25Q: 3 clusters Score -3569380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3569385.250000 Penalty: 5056.812500
	Iteration 26Q: 3 clusters Score -3569385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3569386.000000 Penalty: 5056.812500
	Iteration 27Q: 3 clusters Score -3569386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3569388.000000 Penalty: 5056.812500
	Iteration 28Q: 3 clusters Score -3569388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3569381.000000 Penalty: 5056.812500
	Iteration 29Q: 3 clusters Score -3569381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3569382.750000 Penalty: 5056.812500
	Iteration 30Q: 3 clusters Score -3569383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3569383.000000 Penalty: 5056.812500
	Iteration 31Q: 3 clusters Score -3569383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3569381.500000 Penalty: 5056.812500
	Iteration 32Q: 3 clusters Score -3569382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3569392.250000 Penalty: 5056.812500
	Iteration 33Q: 3 clusters Score -3569392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3569388.500000 Penalty: 5056.812500
	Iteration 34Q: 3 clusters Score -3569388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3569392.500000 Penalty: 5056.812500
	Iteration 35Q: 3 clusters Score -3569392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3569399.250000 Penalty: 5056.812500
	Iteration 36Q: 3 clusters Score -3569399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3569416.750000 Penalty: 5056.812500
	Iteration 37Q: 3 clusters Score -3569417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3569481.250000 Penalty: 5056.812500
	Iteration 38Q: 3 clusters Score -3569481 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3569629.750000 Penalty: 5056.812500
	Iteration 39Q: 3 clusters Score -3569630 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3569913.250000 Penalty: 5056.812500
	Iteration 40F: 3 clusters Score -3569913 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3570110.250000 Penalty: 5056.812500
	Iteration 41Q: 3 clusters Score -3570110 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3570211.000000 Penalty: 5056.812500
	Iteration 42Q: 3 clusters Score -3570211 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3570255.000000 Penalty: 5056.812500
	Iteration 43Q: 3 clusters Score -3570255 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3570273.000000 Penalty: 5056.812500
	Iteration 44Q: 3 clusters Score -3570273 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3570289.000000 Penalty: 5056.812500
	Iteration 45Q: 3 clusters Score -3570289 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3570301.000000 Penalty: 5056.812500
	Iteration 46Q: 3 clusters Score -3570301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3570310.000000 Penalty: 5056.812500
	Iteration 47Q: 3 clusters Score -3570310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3570311.500000 Penalty: 5056.812500
	Iteration 48Q: 3 clusters Score -3570312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3570321.000000 Penalty: 5056.812500
	Iteration 49Q: 3 clusters Score -3570321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3570319.500000 Penalty: 5056.812500
	Iteration 50Q: 3 clusters Score -3570320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3570323.500000 Penalty: 5056.812500
	Iteration 51Q: 3 clusters Score -3570324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3570328.250000 Penalty: 5056.812500
	Iteration 52Q: 3 clusters Score -3570328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3570322.750000 Penalty: 5056.812500
	Iteration 53Q: 3 clusters Score -3570323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3570314.500000 Penalty: 5056.812500
	Iteration 54Q: 3 clusters Score -3570314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3570322.500000 Penalty: 5056.812500
	Iteration 55Q: 3 clusters Score -3570322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3570322.500000 Penalty: 5056.812500
	Iteration 56Q: 3 clusters Score -3570322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3570318.500000 Penalty: 5056.812500
	Iteration 57Q: 3 clusters Score -3570318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3570318.500000 Penalty: 5056.812500
	Iteration 58F: 3 clusters Score -3570318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 17617 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 24401 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 22080 members 
Mstep: Class 7 contains 5835 members 
Mstep: Class 8 contains 10020 members 
Mstep: Class 9 contains 65543 members 
Mstep: Class 10 contains 12301 members 
Mstep: Class 11 contains 16538 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 48989 members 
Mstep: Class 14 contains 8224 members 
Mstep: Class 15 contains 8042 members 
Mstep: Class 16 contains 164125 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 42625 members 
Mstep: Class 19 contains 13376 members 
Mstep: Class 20 contains 87720 members 
Mstep: Class 21 contains 14127 members 
Mstep: Class 22 contains 169351 members 
Mstep: Class 23 contains 4283 members 
Mstep: Class 24 contains 2373 members 
Entering Unmasked Estep 
Score: -100836568.000000 Penalty: 80624.640625
Splitting cluster 4 changes total score from -100826808.000000 to -100836568.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (2666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Entering Unmasked Estep 
Score: -355743.281250 Penalty: 1956.306885
	Iteration 0F: 2 clusters Score -355743.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -352694.218750 Penalty: 3912.613770
	Iteration 0F: 3 clusters Score -352694.2 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -353326.375000 Penalty: 3912.613770
	Iteration 1F: 3 clusters Score -353326.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -353488.656250 Penalty: 3912.613770
	Iteration 2F: 3 clusters Score -353488.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -353562.562500 Penalty: 3912.613770
	Iteration 3Q: 3 clusters Score -353562.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -353620.625000 Penalty: 3912.613770
	Iteration 4Q: 3 clusters Score -353620.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -353668.156250 Penalty: 3912.613770
	Iteration 5Q: 3 clusters Score -353668.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -353703.781250 Penalty: 3912.613770
	Iteration 6Q: 3 clusters Score -353703.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -353739.437500 Penalty: 3912.613770
	Iteration 7Q: 3 clusters Score -353739.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -353760.968750 Penalty: 3912.613770
	Iteration 8Q: 3 clusters Score -353761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -353778.687500 Penalty: 3912.613770
	Iteration 9Q: 3 clusters Score -353778.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -353789.312500 Penalty: 3912.613770
	Iteration 10Q: 3 clusters Score -353789.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -353795.468750 Penalty: 3912.613770
	Iteration 11Q: 3 clusters Score -353795.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -353803.718750 Penalty: 3912.613770
	Iteration 12Q: 3 clusters Score -353803.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -353815.500000 Penalty: 3912.613770
	Iteration 13Q: 3 clusters Score -353815.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -353829.031250 Penalty: 3912.613770
	Iteration 14Q: 3 clusters Score -353829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -353841.187500 Penalty: 3912.613770
	Iteration 15Q: 3 clusters Score -353841.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -353855.031250 Penalty: 3912.613770
	Iteration 16Q: 3 clusters Score -353855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -353858.031250 Penalty: 3912.613770
	Iteration 17Q: 3 clusters Score -353858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -353860.156250 Penalty: 3912.613770
	Iteration 18Q: 3 clusters Score -353860.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -353862.781250 Penalty: 3912.613770
	Iteration 19Q: 3 clusters Score -353862.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -353866.781250 Penalty: 3912.613770
	Iteration 20F: 3 clusters Score -353866.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -353869.250000 Penalty: 3912.613770
	Iteration 21Q: 3 clusters Score -353869.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -353871.625000 Penalty: 3912.613770
	Iteration 22Q: 3 clusters Score -353871.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -353875.812500 Penalty: 3912.613770
	Iteration 23Q: 3 clusters Score -353875.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -353880.718750 Penalty: 3912.613770
	Iteration 24Q: 3 clusters Score -353880.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -353884.031250 Penalty: 3912.613770
	Iteration 25Q: 3 clusters Score -353884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -353886.750000 Penalty: 3912.613770
	Iteration 26Q: 3 clusters Score -353886.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -353891.062500 Penalty: 3912.613770
	Iteration 27Q: 3 clusters Score -353891.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -353895.468750 Penalty: 3912.613770
	Iteration 28Q: 3 clusters Score -353895.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -353897.656250 Penalty: 3912.613770
	Iteration 29Q: 3 clusters Score -353897.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -353899.156250 Penalty: 3912.613770
	Iteration 30Q: 3 clusters Score -353899.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -353901.062500 Penalty: 3912.613770
	Iteration 31Q: 3 clusters Score -353901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -353902.656250 Penalty: 3912.613770
	Iteration 32Q: 3 clusters Score -353902.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -353905.187500 Penalty: 3912.613770
	Iteration 33Q: 3 clusters Score -353905.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -353907.437500 Penalty: 3912.613770
	Iteration 34Q: 3 clusters Score -353907.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -353910.125000 Penalty: 3912.613770
	Iteration 35Q: 3 clusters Score -353910.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -353911.093750 Penalty: 3912.613770
	Iteration 36Q: 3 clusters Score -353911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -353912.000000 Penalty: 3912.613770
	Iteration 37Q: 3 clusters Score -353912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -353913.625000 Penalty: 3912.613770
	Iteration 38Q: 3 clusters Score -353913.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -353913.656250 Penalty: 3912.613770
	Iteration 39Q: 3 clusters Score -353913.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -353913.656250 Penalty: 3912.613770
	Iteration 40F: 3 clusters Score -353913.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Entering Unmasked Estep 
Score: -2782571.750000 Penalty: 2480.601807
	Iteration 0F: 2 clusters Score -2782572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2767224.250000 Penalty: 4961.203613
	Iteration 0F: 3 clusters Score -2767224 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2772815.250000 Penalty: 4961.203613
	Iteration 1F: 3 clusters Score -2772815 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2773945.000000 Penalty: 4961.203613
	Iteration 2F: 3 clusters Score -2773945 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2775214.250000 Penalty: 4961.203613
	Iteration 3F: 3 clusters Score -2775214 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2776367.750000 Penalty: 4961.203613
	Iteration 4F: 3 clusters Score -2776368 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2777363.000000 Penalty: 4961.203613
	Iteration 5F: 3 clusters Score -2777363 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2778351.000000 Penalty: 4961.203613
	Iteration 6F: 3 clusters Score -2778351 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2779319.750000 Penalty: 4961.203613
	Iteration 7F: 3 clusters Score -2779320 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2780156.000000 Penalty: 4961.203613
	Iteration 8F: 3 clusters Score -2780156 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2780721.250000 Penalty: 4961.203613
	Iteration 9Q: 3 clusters Score -2780721 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2781051.000000 Penalty: 4961.203613
	Iteration 10Q: 3 clusters Score -2781051 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2781273.000000 Penalty: 4961.203613
	Iteration 11Q: 3 clusters Score -2781273 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2781434.250000 Penalty: 4961.203613
	Iteration 12Q: 3 clusters Score -2781434 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2781587.000000 Penalty: 4961.203613
	Iteration 13Q: 3 clusters Score -2781587 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2781752.250000 Penalty: 4961.203613
	Iteration 14Q: 3 clusters Score -2781752 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2781901.750000 Penalty: 4961.203613
	Iteration 15Q: 3 clusters Score -2781902 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2782062.500000 Penalty: 4961.203613
	Iteration 16Q: 3 clusters Score -2782062 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2782214.250000 Penalty: 4961.203613
	Iteration 17Q: 3 clusters Score -2782214 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2782344.250000 Penalty: 4961.203613
	Iteration 18Q: 3 clusters Score -2782344 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2782450.000000 Penalty: 4961.203613
	Iteration 19Q: 3 clusters Score -2782450 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2782526.250000 Penalty: 4961.203613
	Iteration 20F: 3 clusters Score -2782526 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2782595.750000 Penalty: 4961.203613
	Iteration 21Q: 3 clusters Score -2782596 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2782667.250000 Penalty: 4961.203613
	Iteration 22Q: 3 clusters Score -2782667 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2782773.500000 Penalty: 4961.203613
	Iteration 23Q: 3 clusters Score -2782774 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2782892.500000 Penalty: 4961.203613
	Iteration 24Q: 3 clusters Score -2782892 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2782983.750000 Penalty: 4961.203613
	Iteration 25Q: 3 clusters Score -2782984 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2783084.250000 Penalty: 4961.203613
	Iteration 26Q: 3 clusters Score -2783084 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2783162.250000 Penalty: 4961.203613
	Iteration 27Q: 3 clusters Score -2783162 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2783254.750000 Penalty: 4961.203613
	Iteration 28Q: 3 clusters Score -2783255 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2783345.500000 Penalty: 4961.203613
	Iteration 29Q: 3 clusters Score -2783346 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2783489.000000 Penalty: 4961.203613
	Iteration 30Q: 3 clusters Score -2783489 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2783696.250000 Penalty: 4961.203613
	Iteration 31Q: 3 clusters Score -2783696 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2783916.250000 Penalty: 4961.203613
	Iteration 32Q: 3 clusters Score -2783916 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2784097.250000 Penalty: 4961.203613
	Iteration 33Q: 3 clusters Score -2784097 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2784194.250000 Penalty: 4961.203613
	Iteration 34Q: 3 clusters Score -2784194 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2784245.250000 Penalty: 4961.203613
	Iteration 35Q: 3 clusters Score -2784245 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2784260.750000 Penalty: 4961.203613
	Iteration 36Q: 3 clusters Score -2784261 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2784270.250000 Penalty: 4961.203613
	Iteration 37Q: 3 clusters Score -2784270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2784279.250000 Penalty: 4961.203613
	Iteration 38Q: 3 clusters Score -2784279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2784281.750000 Penalty: 4961.203613
	Iteration 39Q: 3 clusters Score -2784282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2784280.250000 Penalty: 4961.203613
	Iteration 40F: 3 clusters Score -2784280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2784279.250000 Penalty: 4961.203613
	Iteration 41Q: 3 clusters Score -2784279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2784281.500000 Penalty: 4961.203613
	Iteration 42Q: 3 clusters Score -2784282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2784282.500000 Penalty: 4961.203613
	Iteration 43Q: 3 clusters Score -2784282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2784282.500000 Penalty: 4961.203613
	Iteration 44Q: 3 clusters Score -2784282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2784282.750000 Penalty: 4961.203613
	Iteration 45Q: 3 clusters Score -2784283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2784282.250000 Penalty: 4961.203613
	Iteration 46Q: 3 clusters Score -2784282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2784282.250000 Penalty: 4961.203613
	Iteration 47F: 3 clusters Score -2784282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 17617 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 24401 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 3904 members 
Mstep: Class 7 contains 5835 members 
Mstep: Class 8 contains 10020 members 
Mstep: Class 9 contains 65543 members 
Mstep: Class 10 contains 12301 members 
Mstep: Class 11 contains 16538 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 48989 members 
Mstep: Class 14 contains 8224 members 
Mstep: Class 15 contains 8042 members 
Mstep: Class 16 contains 164125 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 42625 members 
Mstep: Class 19 contains 13376 members 
Mstep: Class 20 contains 87720 members 
Mstep: Class 21 contains 14127 members 
Mstep: Class 22 contains 169351 members 
Mstep: Class 23 contains 4283 members 
Mstep: Class 24 contains 2373 members 
Mstep: Class 25 contains 18176 members 
Entering Unmasked Estep 
Score: -100837240.000000 Penalty: 83984.000000
Splitting cluster 6 changes total score from -100826808.000000 to -100837240.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (5835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Entering Unmasked Estep 
Score: -763072.875000 Penalty: 2150.564209
	Iteration 0F: 2 clusters Score -763072.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -758030.750000 Penalty: 4301.128418
	Iteration 0F: 3 clusters Score -758030.8 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -759267.687500 Penalty: 4301.128418
	Iteration 1F: 3 clusters Score -759267.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -759517.312500 Penalty: 4301.128418
	Iteration 2F: 3 clusters Score -759517.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -759697.250000 Penalty: 4301.128418
	Iteration 3F: 3 clusters Score -759697.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -759847.250000 Penalty: 4301.128418
	Iteration 4Q: 3 clusters Score -759847.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -759974.625000 Penalty: 4301.128418
	Iteration 5Q: 3 clusters Score -759974.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -760117.562500 Penalty: 4301.128418
	Iteration 6Q: 3 clusters Score -760117.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -760280.500000 Penalty: 4301.128418
	Iteration 7Q: 3 clusters Score -760280.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -760421.500000 Penalty: 4301.128418
	Iteration 8Q: 3 clusters Score -760421.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -760560.437500 Penalty: 4301.128418
	Iteration 9Q: 3 clusters Score -760560.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -760683.375000 Penalty: 4301.128418
	Iteration 10Q: 3 clusters Score -760683.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -760779.625000 Penalty: 4301.128418
	Iteration 11Q: 3 clusters Score -760779.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -760876.187500 Penalty: 4301.128418
	Iteration 12Q: 3 clusters Score -760876.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -760958.062500 Penalty: 4301.128418
	Iteration 13Q: 3 clusters Score -760958.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -761040.687500 Penalty: 4301.128418
	Iteration 14Q: 3 clusters Score -761040.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -761105.062500 Penalty: 4301.128418
	Iteration 15Q: 3 clusters Score -761105.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -761158.125000 Penalty: 4301.128418
	Iteration 16Q: 3 clusters Score -761158.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -761206.750000 Penalty: 4301.128418
	Iteration 17Q: 3 clusters Score -761206.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -761250.562500 Penalty: 4301.128418
	Iteration 18Q: 3 clusters Score -761250.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -761293.437500 Penalty: 4301.128418
	Iteration 19Q: 3 clusters Score -761293.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -761332.437500 Penalty: 4301.128418
	Iteration 20F: 3 clusters Score -761332.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -761373.187500 Penalty: 4301.128418
	Iteration 21Q: 3 clusters Score -761373.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -761410.625000 Penalty: 4301.128418
	Iteration 22Q: 3 clusters Score -761410.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -761436.312500 Penalty: 4301.128418
	Iteration 23Q: 3 clusters Score -761436.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -761462.187500 Penalty: 4301.128418
	Iteration 24Q: 3 clusters Score -761462.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -761480.687500 Penalty: 4301.128418
	Iteration 25Q: 3 clusters Score -761480.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -761496.750000 Penalty: 4301.128418
	Iteration 26Q: 3 clusters Score -761496.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -761503.500000 Penalty: 4301.128418
	Iteration 27Q: 3 clusters Score -761503.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -761509.875000 Penalty: 4301.128418
	Iteration 28Q: 3 clusters Score -761509.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -761520.000000 Penalty: 4301.128418
	Iteration 29Q: 3 clusters Score -761520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -761523.750000 Penalty: 4301.128418
	Iteration 30Q: 3 clusters Score -761523.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -761530.312500 Penalty: 4301.128418
	Iteration 31Q: 3 clusters Score -761530.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -761536.500000 Penalty: 4301.128418
	Iteration 32Q: 3 clusters Score -761536.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -761542.750000 Penalty: 4301.128418
	Iteration 33Q: 3 clusters Score -761542.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -761545.750000 Penalty: 4301.128418
	Iteration 34Q: 3 clusters Score -761545.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -761549.687500 Penalty: 4301.128418
	Iteration 35Q: 3 clusters Score -761549.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -761550.937500 Penalty: 4301.128418
	Iteration 36Q: 3 clusters Score -761550.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -761554.125000 Penalty: 4301.128418
	Iteration 37Q: 3 clusters Score -761554.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -761553.000000 Penalty: 4301.128418
	Iteration 38Q: 3 clusters Score -761553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -761555.375000 Penalty: 4301.128418
	Iteration 39Q: 3 clusters Score -761555.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -761557.125000 Penalty: 4301.128418
	Iteration 40F: 3 clusters Score -761557.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -761558.937500 Penalty: 4301.128418
	Iteration 41Q: 3 clusters Score -761558.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -761559.562500 Penalty: 4301.128418
	Iteration 42Q: 3 clusters Score -761559.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -761564.000000 Penalty: 4301.128418
	Iteration 43Q: 3 clusters Score -761564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -761567.312500 Penalty: 4301.128418
	Iteration 44Q: 3 clusters Score -761567.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -761573.187500 Penalty: 4301.128418
	Iteration 45Q: 3 clusters Score -761573.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -761576.625000 Penalty: 4301.128418
	Iteration 46Q: 3 clusters Score -761576.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -761586.187500 Penalty: 4301.128418
	Iteration 47Q: 3 clusters Score -761586.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -761592.562500 Penalty: 4301.128418
	Iteration 48Q: 3 clusters Score -761592.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -761603.500000 Penalty: 4301.128418
	Iteration 49Q: 3 clusters Score -761603.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -761615.187500 Penalty: 4301.128418
	Iteration 50Q: 3 clusters Score -761615.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -761626.562500 Penalty: 4301.128418
	Iteration 51Q: 3 clusters Score -761626.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -761638.312500 Penalty: 4301.128418
	Iteration 52Q: 3 clusters Score -761638.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -761646.250000 Penalty: 4301.128418
	Iteration 53Q: 3 clusters Score -761646.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -761657.312500 Penalty: 4301.128418
	Iteration 54Q: 3 clusters Score -761657.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -761668.750000 Penalty: 4301.128418
	Iteration 55Q: 3 clusters Score -761668.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -761680.000000 Penalty: 4301.128418
	Iteration 56Q: 3 clusters Score -761680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -761689.625000 Penalty: 4301.128418
	Iteration 57Q: 3 clusters Score -761689.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -761697.187500 Penalty: 4301.128418
	Iteration 58Q: 3 clusters Score -761697.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -761701.812500 Penalty: 4301.128418
	Iteration 59Q: 3 clusters Score -761701.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -761706.500000 Penalty: 4301.128418
	Iteration 60F: 3 clusters Score -761706.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -761712.812500 Penalty: 4301.128418
	Iteration 61Q: 3 clusters Score -761712.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -761718.812500 Penalty: 4301.128418
	Iteration 62Q: 3 clusters Score -761718.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -761723.062500 Penalty: 4301.128418
	Iteration 63Q: 3 clusters Score -761723.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -761727.937500 Penalty: 4301.128418
	Iteration 64Q: 3 clusters Score -761727.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -761731.937500 Penalty: 4301.128418
	Iteration 65Q: 3 clusters Score -761731.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -761732.812500 Penalty: 4301.128418
	Iteration 66Q: 3 clusters Score -761732.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -761732.812500 Penalty: 4301.128418
	Iteration 67Q: 3 clusters Score -761732.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -761738.312500 Penalty: 4301.128418
	Iteration 68Q: 3 clusters Score -761738.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -761739.625000 Penalty: 4301.128418
	Iteration 69Q: 3 clusters Score -761739.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -761742.750000 Penalty: 4301.128418
	Iteration 70Q: 3 clusters Score -761742.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -761742.687500 Penalty: 4301.128418
	Iteration 71Q: 3 clusters Score -761742.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -761747.375000 Penalty: 4301.128418
	Iteration 72Q: 3 clusters Score -761747.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -761750.250000 Penalty: 4301.128418
	Iteration 73Q: 3 clusters Score -761750.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -761755.000000 Penalty: 4301.128418
	Iteration 74Q: 3 clusters Score -761755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -761762.187500 Penalty: 4301.128418
	Iteration 75Q: 3 clusters Score -761762.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -761763.937500 Penalty: 4301.128418
	Iteration 76Q: 3 clusters Score -761763.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -761769.187500 Penalty: 4301.128418
	Iteration 77Q: 3 clusters Score -761769.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -761776.312500 Penalty: 4301.128418
	Iteration 78Q: 3 clusters Score -761776.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -761782.875000 Penalty: 4301.128418
	Iteration 79Q: 3 clusters Score -761782.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -761793.375000 Penalty: 4301.128418
	Iteration 80F: 3 clusters Score -761793.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -761803.250000 Penalty: 4301.128418
	Iteration 81Q: 3 clusters Score -761803.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -761816.312500 Penalty: 4301.128418
	Iteration 82Q: 3 clusters Score -761816.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -761829.312500 Penalty: 4301.128418
	Iteration 83Q: 3 clusters Score -761829.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -761847.625000 Penalty: 4301.128418
	Iteration 84Q: 3 clusters Score -761847.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -761869.812500 Penalty: 4301.128418
	Iteration 85Q: 3 clusters Score -761869.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -761904.250000 Penalty: 4301.128418
	Iteration 86Q: 3 clusters Score -761904.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -761933.812500 Penalty: 4301.128418
	Iteration 87Q: 3 clusters Score -761933.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -761960.250000 Penalty: 4301.128418
	Iteration 88Q: 3 clusters Score -761960.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -761980.125000 Penalty: 4301.128418
	Iteration 89Q: 3 clusters Score -761980.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -762000.625000 Penalty: 4301.128418
	Iteration 90Q: 3 clusters Score -762000.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -762013.187500 Penalty: 4301.128418
	Iteration 91Q: 3 clusters Score -762013.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -762028.875000 Penalty: 4301.128418
	Iteration 92Q: 3 clusters Score -762028.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -762037.687500 Penalty: 4301.128418
	Iteration 93Q: 3 clusters Score -762037.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -762043.812500 Penalty: 4301.128418
	Iteration 94Q: 3 clusters Score -762043.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -762047.250000 Penalty: 4301.128418
	Iteration 95Q: 3 clusters Score -762047.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -762047.562500 Penalty: 4301.128418
	Iteration 96Q: 3 clusters Score -762047.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -762049.062500 Penalty: 4301.128418
	Iteration 97Q: 3 clusters Score -762049.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -762049.062500 Penalty: 4301.128418
	Iteration 98F: 3 clusters Score -762049.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Entering Unmasked Estep 
Score: -1228649.625000 Penalty: 2284.659912
	Iteration 0F: 2 clusters Score -1228650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1221032.875000 Penalty: 4569.319824
	Iteration 0F: 3 clusters Score -1221033 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1223876.125000 Penalty: 4569.319824
	Iteration 1F: 3 clusters Score -1223876 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1225094.000000 Penalty: 4569.319824
	Iteration 2F: 3 clusters Score -1225094 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1226644.250000 Penalty: 4569.319824
	Iteration 3F: 3 clusters Score -1226644 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1227999.000000 Penalty: 4569.319824
	Iteration 4F: 3 clusters Score -1227999 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1229340.875000 Penalty: 4569.319824
	Iteration 5F: 3 clusters Score -1229341 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1230544.875000 Penalty: 4569.319824
	Iteration 6F: 3 clusters Score -1230545 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1231317.250000 Penalty: 4569.319824
	Iteration 7F: 3 clusters Score -1231317 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1231718.875000 Penalty: 4569.319824
	Iteration 8Q: 3 clusters Score -1231719 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1231966.000000 Penalty: 4569.319824
	Iteration 9Q: 3 clusters Score -1231966 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1232190.375000 Penalty: 4569.319824
	Iteration 10Q: 3 clusters Score -1232190 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1232384.250000 Penalty: 4569.319824
	Iteration 11Q: 3 clusters Score -1232384 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1232545.500000 Penalty: 4569.319824
	Iteration 12Q: 3 clusters Score -1232546 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1232680.125000 Penalty: 4569.319824
	Iteration 13Q: 3 clusters Score -1232680 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1232822.875000 Penalty: 4569.319824
	Iteration 14Q: 3 clusters Score -1232823 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1232997.875000 Penalty: 4569.319824
	Iteration 15Q: 3 clusters Score -1232998 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1233261.750000 Penalty: 4569.319824
	Iteration 16Q: 3 clusters Score -1233262 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1233553.375000 Penalty: 4569.319824
	Iteration 17Q: 3 clusters Score -1233553 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1233613.125000 Penalty: 4569.319824
	Iteration 18Q: 3 clusters Score -1233613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1233622.500000 Penalty: 4569.319824
	Iteration 19Q: 3 clusters Score -1233622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1233637.750000 Penalty: 4569.319824
	Iteration 20F: 3 clusters Score -1233638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1233644.750000 Penalty: 4569.319824
	Iteration 21Q: 3 clusters Score -1233645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1233653.750000 Penalty: 4569.319824
	Iteration 22Q: 3 clusters Score -1233654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1233659.625000 Penalty: 4569.319824
	Iteration 23Q: 3 clusters Score -1233660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1233660.750000 Penalty: 4569.319824
	Iteration 24Q: 3 clusters Score -1233661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1233662.375000 Penalty: 4569.319824
	Iteration 25Q: 3 clusters Score -1233662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1233662.000000 Penalty: 4569.319824
	Iteration 26Q: 3 clusters Score -1233662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1233662.000000 Penalty: 4569.319824
	Iteration 27F: 3 clusters Score -1233662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 17617 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 24401 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 3904 members 
Mstep: Class 7 contains 5835 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 65543 members 
Mstep: Class 10 contains 12301 members 
Mstep: Class 11 contains 16538 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 48989 members 
Mstep: Class 14 contains 8224 members 
Mstep: Class 15 contains 8042 members 
Mstep: Class 16 contains 164125 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 42625 members 
Mstep: Class 19 contains 13376 members 
Mstep: Class 20 contains 87720 members 
Mstep: Class 21 contains 14127 members 
Mstep: Class 22 contains 169351 members 
Mstep: Class 23 contains 4283 members 
Mstep: Class 24 contains 2373 members 
Mstep: Class 25 contains 18176 members 
Mstep: Class 26 contains 8037 members 
Entering Unmasked Estep 
Score: -100841024.000000 Penalty: 87343.359375
Splitting cluster 8 changes total score from -100826808.000000 to -100841024.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (65543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Entering Unmasked Estep 
Score: -8848925.000000 Penalty: 2750.434570
	Iteration 0F: 2 clusters Score -8848925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -8804983.000000 Penalty: 5500.869141
	Iteration 0F: 3 clusters Score -8804983 nChanged 30627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -8821958.000000 Penalty: 5500.869141
	Iteration 1F: 3 clusters Score -8821958 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -8822713.000000 Penalty: 5500.869141
	Iteration 2Q: 3 clusters Score -8822713 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -8823443.000000 Penalty: 5500.869141
	Iteration 3Q: 3 clusters Score -8823443 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -8824541.000000 Penalty: 5500.869141
	Iteration 4Q: 3 clusters Score -8824541 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -8825856.000000 Penalty: 5500.869141
	Iteration 5Q: 3 clusters Score -8825856 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -8827954.000000 Penalty: 5500.869141
	Iteration 6F: 3 clusters Score -8827954 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -8831146.000000 Penalty: 5500.869141
	Iteration 7F: 3 clusters Score -8831146 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -8835306.000000 Penalty: 5500.869141
	Iteration 8F: 3 clusters Score -8835306 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -8839356.000000 Penalty: 5500.869141
	Iteration 9F: 3 clusters Score -8839356 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -8842511.000000 Penalty: 5500.869141
	Iteration 10Q: 3 clusters Score -8842511 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -8844175.000000 Penalty: 5500.869141
	Iteration 11Q: 3 clusters Score -8844175 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -8845142.000000 Penalty: 5500.869141
	Iteration 12Q: 3 clusters Score -8845142 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 57985 members 
Entering Unmasked Estep 
Score: -8845594.000000 Penalty: 5500.869141
	Iteration 13Q: 3 clusters Score -8845594 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -8845934.000000 Penalty: 5500.869141
	Iteration 14Q: 3 clusters Score -8845934 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -8846099.000000 Penalty: 5500.869141
	Iteration 15Q: 3 clusters Score -8846099 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 58919 members 
Entering Unmasked Estep 
Score: -8846260.000000 Penalty: 5500.869141
	Iteration 16Q: 3 clusters Score -8846260 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 59102 members 
Entering Unmasked Estep 
Score: -8846334.000000 Penalty: 5500.869141
	Iteration 17Q: 3 clusters Score -8846334 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -8846433.000000 Penalty: 5500.869141
	Iteration 18Q: 3 clusters Score -8846433 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 59449 members 
Entering Unmasked Estep 
Score: -8846486.000000 Penalty: 5500.869141
	Iteration 19Q: 3 clusters Score -8846486 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -8846560.000000 Penalty: 5500.869141
	Iteration 20F: 3 clusters Score -8846560 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -8846602.000000 Penalty: 5500.869141
	Iteration 21Q: 3 clusters Score -8846602 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -8846648.000000 Penalty: 5500.869141
	Iteration 22Q: 3 clusters Score -8846648 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 60038 members 
Entering Unmasked Estep 
Score: -8846651.000000 Penalty: 5500.869141
	Iteration 23Q: 3 clusters Score -8846651 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -8846686.000000 Penalty: 5500.869141
	Iteration 24Q: 3 clusters Score -8846686 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -8846691.000000 Penalty: 5500.869141
	Iteration 25Q: 3 clusters Score -8846691 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -8846714.000000 Penalty: 5500.869141
	Iteration 26Q: 3 clusters Score -8846714 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 60485 members 
Entering Unmasked Estep 
Score: -8846710.000000 Penalty: 5500.869141
	Iteration 27Q: 3 clusters Score -8846710 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -8846741.000000 Penalty: 5500.869141
	Iteration 28Q: 3 clusters Score -8846741 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 60662 members 
Entering Unmasked Estep 
Score: -8846753.000000 Penalty: 5500.869141
	Iteration 29Q: 3 clusters Score -8846753 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 60755 members 
Entering Unmasked Estep 
Score: -8846764.000000 Penalty: 5500.869141
	Iteration 30Q: 3 clusters Score -8846764 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -8846797.000000 Penalty: 5500.869141
	Iteration 31Q: 3 clusters Score -8846797 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -8846827.000000 Penalty: 5500.869141
	Iteration 32Q: 3 clusters Score -8846827 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 61062 members 
Entering Unmasked Estep 
Score: -8846833.000000 Penalty: 5500.869141
	Iteration 33Q: 3 clusters Score -8846833 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -8846875.000000 Penalty: 5500.869141
	Iteration 34Q: 3 clusters Score -8846875 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -8846893.000000 Penalty: 5500.869141
	Iteration 35Q: 3 clusters Score -8846893 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 61302 members 
Entering Unmasked Estep 
Score: -8846897.000000 Penalty: 5500.869141
	Iteration 36Q: 3 clusters Score -8846897 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -8846904.000000 Penalty: 5500.869141
	Iteration 37Q: 3 clusters Score -8846904 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 61420 members 
Entering Unmasked Estep 
Score: -8846926.000000 Penalty: 5500.869141
	Iteration 38Q: 3 clusters Score -8846926 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
Score: -8846909.000000 Penalty: 5500.869141
	Iteration 39Q: 3 clusters Score -8846909 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 61532 members 
Entering Unmasked Estep 
Score: -8846934.000000 Penalty: 5500.869141
	Iteration 40F: 3 clusters Score -8846934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 61584 members 
Entering Unmasked Estep 
Score: -8846955.000000 Penalty: 5500.869141
	Iteration 41Q: 3 clusters Score -8846955 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 61643 members 
Entering Unmasked Estep 
Score: -8846953.000000 Penalty: 5500.869141
	Iteration 42Q: 3 clusters Score -8846953 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -8846967.000000 Penalty: 5500.869141
	Iteration 43Q: 3 clusters Score -8846967 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 61754 members 
Entering Unmasked Estep 
Score: -8846982.000000 Penalty: 5500.869141
	Iteration 44Q: 3 clusters Score -8846982 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -8846987.000000 Penalty: 5500.869141
	Iteration 45Q: 3 clusters Score -8846987 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -8847011.000000 Penalty: 5500.869141
	Iteration 46Q: 3 clusters Score -8847011 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 61912 members 
Entering Unmasked Estep 
Score: -8847041.000000 Penalty: 5500.869141
	Iteration 47Q: 3 clusters Score -8847041 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -8847036.000000 Penalty: 5500.869141
	Iteration 48Q: 3 clusters Score -8847036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 62024 members 
Entering Unmasked Estep 
Score: -8847034.000000 Penalty: 5500.869141
	Iteration 49Q: 3 clusters Score -8847034 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 62075 members 
Entering Unmasked Estep 
Score: -8847052.000000 Penalty: 5500.869141
	Iteration 50Q: 3 clusters Score -8847052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -8847056.000000 Penalty: 5500.869141
	Iteration 51Q: 3 clusters Score -8847056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 62153 members 
Entering Unmasked Estep 
Score: -8847051.000000 Penalty: 5500.869141
	Iteration 52Q: 3 clusters Score -8847051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 62175 members 
Entering Unmasked Estep 
Score: -8847048.000000 Penalty: 5500.869141
	Iteration 53Q: 3 clusters Score -8847048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -8847060.000000 Penalty: 5500.869141
	Iteration 54Q: 3 clusters Score -8847060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 62237 members 
Entering Unmasked Estep 
Score: -8847067.000000 Penalty: 5500.869141
	Iteration 55Q: 3 clusters Score -8847067 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -8847074.000000 Penalty: 5500.869141
	Iteration 56Q: 3 clusters Score -8847074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 62297 members 
Entering Unmasked Estep 
Score: -8847065.000000 Penalty: 5500.869141
	Iteration 57Q: 3 clusters Score -8847065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 62324 members 
Entering Unmasked Estep 
Score: -8847072.000000 Penalty: 5500.869141
	Iteration 58Q: 3 clusters Score -8847072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -8847072.000000 Penalty: 5500.869141
	Iteration 59Q: 3 clusters Score -8847072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -8847095.000000 Penalty: 5500.869141
	Iteration 60F: 3 clusters Score -8847095 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
Score: -8847112.000000 Penalty: 5500.869141
	Iteration 61Q: 3 clusters Score -8847112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -8847120.000000 Penalty: 5500.869141
	Iteration 62Q: 3 clusters Score -8847120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
Score: -8847123.000000 Penalty: 5500.869141
	Iteration 63Q: 3 clusters Score -8847123 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 62521 members 
Entering Unmasked Estep 
Score: -8847141.000000 Penalty: 5500.869141
	Iteration 64Q: 3 clusters Score -8847141 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
Score: -8847151.000000 Penalty: 5500.869141
	Iteration 65Q: 3 clusters Score -8847151 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 62602 members 
Entering Unmasked Estep 
Score: -8847161.000000 Penalty: 5500.869141
	Iteration 66Q: 3 clusters Score -8847161 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
Score: -8847178.000000 Penalty: 5500.869141
	Iteration 67Q: 3 clusters Score -8847178 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -8847197.000000 Penalty: 5500.869141
	Iteration 68Q: 3 clusters Score -8847197 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 62708 members 
Entering Unmasked Estep 
Score: -8847223.000000 Penalty: 5500.869141
	Iteration 69Q: 3 clusters Score -8847223 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -8847237.000000 Penalty: 5500.869141
	Iteration 70Q: 3 clusters Score -8847237 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 62739 members 
Entering Unmasked Estep 
Score: -8847250.000000 Penalty: 5500.869141
	Iteration 71Q: 3 clusters Score -8847250 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -8847303.000000 Penalty: 5500.869141
	Iteration 72Q: 3 clusters Score -8847303 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -8847390.000000 Penalty: 5500.869141
	Iteration 73Q: 3 clusters Score -8847390 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -8847539.000000 Penalty: 5500.869141
	Iteration 74Q: 3 clusters Score -8847539 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
Score: -8847676.000000 Penalty: 5500.869141
	Iteration 75Q: 3 clusters Score -8847676 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 62788 members 
Entering Unmasked Estep 
Score: -8847772.000000 Penalty: 5500.869141
	Iteration 76Q: 3 clusters Score -8847772 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 62738 members 
Entering Unmasked Estep 
Score: -8847843.000000 Penalty: 5500.869141
	Iteration 77Q: 3 clusters Score -8847843 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 62663 members 
Entering Unmasked Estep 
Score: -8847901.000000 Penalty: 5500.869141
	Iteration 78Q: 3 clusters Score -8847901 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 62583 members 
Entering Unmasked Estep 
Score: -8847941.000000 Penalty: 5500.869141
	Iteration 79Q: 3 clusters Score -8847941 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -8847985.000000 Penalty: 5500.869141
	Iteration 80F: 3 clusters Score -8847985 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 62417 members 
Entering Unmasked Estep 
Score: -8848033.000000 Penalty: 5500.869141
	Iteration 81Q: 3 clusters Score -8848033 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -8848044.000000 Penalty: 5500.869141
	Iteration 82Q: 3 clusters Score -8848044 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 62287 members 
Entering Unmasked Estep 
Score: -8848081.000000 Penalty: 5500.869141
	Iteration 83Q: 3 clusters Score -8848081 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -8848100.000000 Penalty: 5500.869141
	Iteration 84Q: 3 clusters Score -8848100 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 62181 members 
Entering Unmasked Estep 
Score: -8848139.000000 Penalty: 5500.869141
	Iteration 85Q: 3 clusters Score -8848139 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -8848153.000000 Penalty: 5500.869141
	Iteration 86Q: 3 clusters Score -8848153 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -8848156.000000 Penalty: 5500.869141
	Iteration 87Q: 3 clusters Score -8848156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 62023 members 
Entering Unmasked Estep 
Score: -8848178.000000 Penalty: 5500.869141
	Iteration 88Q: 3 clusters Score -8848178 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -8848192.000000 Penalty: 5500.869141
	Iteration 89Q: 3 clusters Score -8848192 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
Score: -8848178.000000 Penalty: 5500.869141
	Iteration 90Q: 3 clusters Score -8848178 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 61852 members 
Entering Unmasked Estep 
Score: -8848209.000000 Penalty: 5500.869141
	Iteration 91Q: 3 clusters Score -8848209 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 61795 members 
Entering Unmasked Estep 
Score: -8848234.000000 Penalty: 5500.869141
	Iteration 92Q: 3 clusters Score -8848234 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -8848262.000000 Penalty: 5500.869141
	Iteration 93Q: 3 clusters Score -8848262 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -8848277.000000 Penalty: 5500.869141
	Iteration 94Q: 3 clusters Score -8848277 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 61658 members 
Entering Unmasked Estep 
Score: -8848278.000000 Penalty: 5500.869141
	Iteration 95Q: 3 clusters Score -8848278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 61620 members 
Entering Unmasked Estep 
Score: -8848272.000000 Penalty: 5500.869141
	Iteration 96Q: 3 clusters Score -8848272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 61586 members 
Entering Unmasked Estep 
Score: -8848294.000000 Penalty: 5500.869141
	Iteration 97Q: 3 clusters Score -8848294 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 61553 members 
Entering Unmasked Estep 
Score: -8848297.000000 Penalty: 5500.869141
	Iteration 98Q: 3 clusters Score -8848297 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 61518 members 
Entering Unmasked Estep 
Score: -8848286.000000 Penalty: 5500.869141
	Iteration 99Q: 3 clusters Score -8848286 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -8848313.000000 Penalty: 5500.869141
	Iteration 100F: 3 clusters Score -8848313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
Score: -8848336.000000 Penalty: 5500.869141
	Iteration 101Q: 3 clusters Score -8848336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -8848337.000000 Penalty: 5500.869141
	Iteration 102Q: 3 clusters Score -8848337 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 61391 members 
Entering Unmasked Estep 
Score: -8848357.000000 Penalty: 5500.869141
	Iteration 103Q: 3 clusters Score -8848357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 61360 members 
Entering Unmasked Estep 
Score: -8848345.000000 Penalty: 5500.869141
	Iteration 104Q: 3 clusters Score -8848345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -8848349.000000 Penalty: 5500.869141
	Iteration 105Q: 3 clusters Score -8848349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 61306 members 
Entering Unmasked Estep 
Score: -8848343.000000 Penalty: 5500.869141
	Iteration 106Q: 3 clusters Score -8848343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 61278 members 
Entering Unmasked Estep 
Score: -8848339.000000 Penalty: 5500.869141
	Iteration 107Q: 3 clusters Score -8848339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -8848333.000000 Penalty: 5500.869141
	Iteration 108Q: 3 clusters Score -8848333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -8848345.000000 Penalty: 5500.869141
	Iteration 109Q: 3 clusters Score -8848345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 61202 members 
Entering Unmasked Estep 
Score: -8848344.000000 Penalty: 5500.869141
	Iteration 110Q: 3 clusters Score -8848344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 61188 members 
Entering Unmasked Estep 
Score: -8848362.000000 Penalty: 5500.869141
	Iteration 111Q: 3 clusters Score -8848362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 61165 members 
Entering Unmasked Estep 
Score: -8848347.000000 Penalty: 5500.869141
	Iteration 112Q: 3 clusters Score -8848347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 61149 members 
Entering Unmasked Estep 
Score: -8848350.000000 Penalty: 5500.869141
	Iteration 113Q: 3 clusters Score -8848350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -8848355.000000 Penalty: 5500.869141
	Iteration 114Q: 3 clusters Score -8848355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 61110 members 
Entering Unmasked Estep 
Score: -8848352.000000 Penalty: 5500.869141
	Iteration 115Q: 3 clusters Score -8848352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -8848357.000000 Penalty: 5500.869141
	Iteration 116Q: 3 clusters Score -8848357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 61085 members 
Entering Unmasked Estep 
Score: -8848354.000000 Penalty: 5500.869141
	Iteration 117Q: 3 clusters Score -8848354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 61073 members 
Entering Unmasked Estep 
Score: -8848365.000000 Penalty: 5500.869141
	Iteration 118Q: 3 clusters Score -8848365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -8848373.000000 Penalty: 5500.869141
	Iteration 119Q: 3 clusters Score -8848373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
Score: -8848370.000000 Penalty: 5500.869141
	Iteration 120F: 3 clusters Score -8848370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -8848379.000000 Penalty: 5500.869141
	Iteration 121Q: 3 clusters Score -8848379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -8848385.000000 Penalty: 5500.869141
	Iteration 122Q: 3 clusters Score -8848385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -8848389.000000 Penalty: 5500.869141
	Iteration 123Q: 3 clusters Score -8848389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -8848383.000000 Penalty: 5500.869141
	Iteration 124Q: 3 clusters Score -8848383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -8848369.000000 Penalty: 5500.869141
	Iteration 125Q: 3 clusters Score -8848369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -8848351.000000 Penalty: 5500.869141
	Iteration 126Q: 3 clusters Score -8848351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -8848355.000000 Penalty: 5500.869141
	Iteration 127Q: 3 clusters Score -8848355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -8848343.000000 Penalty: 5500.869141
	Iteration 128Q: 3 clusters Score -8848343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -8848341.000000 Penalty: 5500.869141
	Iteration 129Q: 3 clusters Score -8848341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -8848357.000000 Penalty: 5500.869141
	Iteration 130Q: 3 clusters Score -8848357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 60885 members 
Entering Unmasked Estep 
Score: -8848368.000000 Penalty: 5500.869141
	Iteration 131Q: 3 clusters Score -8848368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -8848382.000000 Penalty: 5500.869141
	Iteration 132Q: 3 clusters Score -8848382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -8848381.000000 Penalty: 5500.869141
	Iteration 133Q: 3 clusters Score -8848381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 60826 members 
Entering Unmasked Estep 
Score: -8848384.000000 Penalty: 5500.869141
	Iteration 134Q: 3 clusters Score -8848384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -8848391.000000 Penalty: 5500.869141
	Iteration 135Q: 3 clusters Score -8848391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -8848389.000000 Penalty: 5500.869141
	Iteration 136Q: 3 clusters Score -8848389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -8848402.000000 Penalty: 5500.869141
	Iteration 137Q: 3 clusters Score -8848402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -8848404.000000 Penalty: 5500.869141
	Iteration 138Q: 3 clusters Score -8848404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -8848406.000000 Penalty: 5500.869141
	Iteration 139Q: 3 clusters Score -8848406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -8848408.000000 Penalty: 5500.869141
	Iteration 140F: 3 clusters Score -8848408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -8848417.000000 Penalty: 5500.869141
	Iteration 141Q: 3 clusters Score -8848417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 60667 members 
Entering Unmasked Estep 
Score: -8848435.000000 Penalty: 5500.869141
	Iteration 142Q: 3 clusters Score -8848435 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -8848437.000000 Penalty: 5500.869141
	Iteration 143Q: 3 clusters Score -8848437 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 60601 members 
Entering Unmasked Estep 
Score: -8848460.000000 Penalty: 5500.869141
	Iteration 144Q: 3 clusters Score -8848460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -8848466.000000 Penalty: 5500.869141
	Iteration 145Q: 3 clusters Score -8848466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -8848454.000000 Penalty: 5500.869141
	Iteration 146Q: 3 clusters Score -8848454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -8848453.000000 Penalty: 5500.869141
	Iteration 147Q: 3 clusters Score -8848453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -8848471.000000 Penalty: 5500.869141
	Iteration 148Q: 3 clusters Score -8848471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -8848462.000000 Penalty: 5500.869141
	Iteration 149Q: 3 clusters Score -8848462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 60431 members 
Entering Unmasked Estep 
Score: -8848460.000000 Penalty: 5500.869141
	Iteration 150Q: 3 clusters Score -8848460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -8848464.000000 Penalty: 5500.869141
	Iteration 151Q: 3 clusters Score -8848464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -8848449.000000 Penalty: 5500.869141
	Iteration 152Q: 3 clusters Score -8848449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
Score: -8848462.000000 Penalty: 5500.869141
	Iteration 153Q: 3 clusters Score -8848462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 60317 members 
Entering Unmasked Estep 
Score: -8848470.000000 Penalty: 5500.869141
	Iteration 154Q: 3 clusters Score -8848470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 60288 members 
Entering Unmasked Estep 
Score: -8848470.000000 Penalty: 5500.869141
	Iteration 155Q: 3 clusters Score -8848470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 60260 members 
Entering Unmasked Estep 
Score: -8848470.000000 Penalty: 5500.869141
	Iteration 156Q: 3 clusters Score -8848470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 60235 members 
Entering Unmasked Estep 
Score: -8848485.000000 Penalty: 5500.869141
	Iteration 157Q: 3 clusters Score -8848485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 60210 members 
Entering Unmasked Estep 
Score: -8848494.000000 Penalty: 5500.869141
	Iteration 158Q: 3 clusters Score -8848494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 60184 members 
Entering Unmasked Estep 
Score: -8848493.000000 Penalty: 5500.869141
	Iteration 159Q: 3 clusters Score -8848493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -8848491.000000 Penalty: 5500.869141
	Iteration 160F: 3 clusters Score -8848491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 60148 members 
Entering Unmasked Estep 
Score: -8848486.000000 Penalty: 5500.869141
	Iteration 161Q: 3 clusters Score -8848486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 60120 members 
Entering Unmasked Estep 
Score: -8848489.000000 Penalty: 5500.869141
	Iteration 162Q: 3 clusters Score -8848489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -8848499.000000 Penalty: 5500.869141
	Iteration 163Q: 3 clusters Score -8848499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -8848504.000000 Penalty: 5500.869141
	Iteration 164Q: 3 clusters Score -8848504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 60046 members 
Entering Unmasked Estep 
Score: -8848491.000000 Penalty: 5500.869141
	Iteration 165Q: 3 clusters Score -8848491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 60022 members 
Entering Unmasked Estep 
Score: -8848504.000000 Penalty: 5500.869141
	Iteration 166Q: 3 clusters Score -8848504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -8848508.000000 Penalty: 5500.869141
	Iteration 167Q: 3 clusters Score -8848508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
Score: -8848513.000000 Penalty: 5500.869141
	Iteration 168Q: 3 clusters Score -8848513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -8848509.000000 Penalty: 5500.869141
	Iteration 169Q: 3 clusters Score -8848509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 59930 members 
Entering Unmasked Estep 
Score: -8848526.000000 Penalty: 5500.869141
	Iteration 170Q: 3 clusters Score -8848526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 59899 members 
Entering Unmasked Estep 
Score: -8848537.000000 Penalty: 5500.869141
	Iteration 171Q: 3 clusters Score -8848537 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -8848550.000000 Penalty: 5500.869141
	Iteration 172Q: 3 clusters Score -8848550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 59831 members 
Entering Unmasked Estep 
Score: -8848544.000000 Penalty: 5500.869141
	Iteration 173Q: 3 clusters Score -8848544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -8848544.000000 Penalty: 5500.869141
	Iteration 174Q: 3 clusters Score -8848544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
Score: -8848552.000000 Penalty: 5500.869141
	Iteration 175Q: 3 clusters Score -8848552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 59720 members 
Entering Unmasked Estep 
Score: -8848544.000000 Penalty: 5500.869141
	Iteration 176Q: 3 clusters Score -8848544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 59692 members 
Entering Unmasked Estep 
Score: -8848542.000000 Penalty: 5500.869141
	Iteration 177Q: 3 clusters Score -8848542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 59668 members 
Entering Unmasked Estep 
Score: -8848563.000000 Penalty: 5500.869141
	Iteration 178Q: 3 clusters Score -8848563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 59648 members 
Entering Unmasked Estep 
Score: -8848568.000000 Penalty: 5500.869141
	Iteration 179Q: 3 clusters Score -8848568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 59625 members 
Entering Unmasked Estep 
Score: -8848562.000000 Penalty: 5500.869141
	Iteration 180F: 3 clusters Score -8848562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 59599 members 
Entering Unmasked Estep 
Score: -8848580.000000 Penalty: 5500.869141
	Iteration 181Q: 3 clusters Score -8848580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 59567 members 
Entering Unmasked Estep 
Score: -8848598.000000 Penalty: 5500.869141
	Iteration 182Q: 3 clusters Score -8848598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -8848600.000000 Penalty: 5500.869141
	Iteration 183Q: 3 clusters Score -8848600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 59495 members 
Entering Unmasked Estep 
Score: -8848614.000000 Penalty: 5500.869141
	Iteration 184Q: 3 clusters Score -8848614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -8848602.000000 Penalty: 5500.869141
	Iteration 185Q: 3 clusters Score -8848602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -8848628.000000 Penalty: 5500.869141
	Iteration 186Q: 3 clusters Score -8848628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 59366 members 
Entering Unmasked Estep 
Score: -8848619.000000 Penalty: 5500.869141
	Iteration 187Q: 3 clusters Score -8848619 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 59301 members 
Entering Unmasked Estep 
Score: -8848630.000000 Penalty: 5500.869141
	Iteration 188Q: 3 clusters Score -8848630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 59239 members 
Entering Unmasked Estep 
Score: -8848623.000000 Penalty: 5500.869141
	Iteration 189Q: 3 clusters Score -8848623 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 59174 members 
Entering Unmasked Estep 
Score: -8848628.000000 Penalty: 5500.869141
	Iteration 190Q: 3 clusters Score -8848628 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 59101 members 
Entering Unmasked Estep 
Score: -8848648.000000 Penalty: 5500.869141
	Iteration 191Q: 3 clusters Score -8848648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -8848653.000000 Penalty: 5500.869141
	Iteration 192Q: 3 clusters Score -8848653 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -8848655.000000 Penalty: 5500.869141
	Iteration 193Q: 3 clusters Score -8848655 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 58933 members 
Entering Unmasked Estep 
Score: -8848664.000000 Penalty: 5500.869141
	Iteration 194Q: 3 clusters Score -8848664 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -8848691.000000 Penalty: 5500.869141
	Iteration 195Q: 3 clusters Score -8848691 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 58818 members 
Entering Unmasked Estep 
Score: -8848691.000000 Penalty: 5500.869141
	Iteration 196Q: 3 clusters Score -8848691 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 58767 members 
Entering Unmasked Estep 
Score: -8848697.000000 Penalty: 5500.869141
	Iteration 197Q: 3 clusters Score -8848697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 58717 members 
Entering Unmasked Estep 
Score: -8848694.000000 Penalty: 5500.869141
	Iteration 198Q: 3 clusters Score -8848694 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 58654 members 
Entering Unmasked Estep 
Score: -8848716.000000 Penalty: 5500.869141
	Iteration 199Q: 3 clusters Score -8848716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 58592 members 
Entering Unmasked Estep 
Score: -8848722.000000 Penalty: 5500.869141
	Iteration 200F: 3 clusters Score -8848722 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 58523 members 
Entering Unmasked Estep 
Score: -8848713.000000 Penalty: 5500.869141
	Iteration 201Q: 3 clusters Score -8848713 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
Score: -8848735.000000 Penalty: 5500.869141
	Iteration 202Q: 3 clusters Score -8848735 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -8848748.000000 Penalty: 5500.869141
	Iteration 203Q: 3 clusters Score -8848748 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -8848728.000000 Penalty: 5500.869141
	Iteration 204Q: 3 clusters Score -8848728 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 58286 members 
Entering Unmasked Estep 
Score: -8848732.000000 Penalty: 5500.869141
	Iteration 205Q: 3 clusters Score -8848732 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -8848738.000000 Penalty: 5500.869141
	Iteration 206Q: 3 clusters Score -8848738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 58194 members 
Entering Unmasked Estep 
Score: -8848746.000000 Penalty: 5500.869141
	Iteration 207Q: 3 clusters Score -8848746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -8848748.000000 Penalty: 5500.869141
	Iteration 208Q: 3 clusters Score -8848748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 58110 members 
Entering Unmasked Estep 
Score: -8848748.000000 Penalty: 5500.869141
	Iteration 209Q: 3 clusters Score -8848748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 58063 members 
Entering Unmasked Estep 
Score: -8848732.000000 Penalty: 5500.869141
	Iteration 210Q: 3 clusters Score -8848732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 58011 members 
Entering Unmasked Estep 
Score: -8848756.000000 Penalty: 5500.869141
	Iteration 211Q: 3 clusters Score -8848756 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -8848744.000000 Penalty: 5500.869141
	Iteration 212Q: 3 clusters Score -8848744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
Score: -8848762.000000 Penalty: 5500.869141
	Iteration 213Q: 3 clusters Score -8848762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -8848773.000000 Penalty: 5500.869141
	Iteration 214Q: 3 clusters Score -8848773 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -8848770.000000 Penalty: 5500.869141
	Iteration 215Q: 3 clusters Score -8848770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -8848769.000000 Penalty: 5500.869141
	Iteration 216Q: 3 clusters Score -8848769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 57721 members 
Entering Unmasked Estep 
Score: -8848782.000000 Penalty: 5500.869141
	Iteration 217Q: 3 clusters Score -8848782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -8848779.000000 Penalty: 5500.869141
	Iteration 218Q: 3 clusters Score -8848779 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 57639 members 
Entering Unmasked Estep 
Score: -8848764.000000 Penalty: 5500.869141
	Iteration 219Q: 3 clusters Score -8848764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -8848769.000000 Penalty: 5500.869141
	Iteration 220F: 3 clusters Score -8848769 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 57565 members 
Entering Unmasked Estep 
Score: -8848790.000000 Penalty: 5500.869141
	Iteration 221Q: 3 clusters Score -8848790 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -8848808.000000 Penalty: 5500.869141
	Iteration 222Q: 3 clusters Score -8848808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 57491 members 
Entering Unmasked Estep 
Score: -8848819.000000 Penalty: 5500.869141
	Iteration 223Q: 3 clusters Score -8848819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -8848817.000000 Penalty: 5500.869141
	Iteration 224Q: 3 clusters Score -8848817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -8848822.000000 Penalty: 5500.869141
	Iteration 225Q: 3 clusters Score -8848822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 57426 members 
Entering Unmasked Estep 
Score: -8848821.000000 Penalty: 5500.869141
	Iteration 226Q: 3 clusters Score -8848821 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -8848817.000000 Penalty: 5500.869141
	Iteration 227Q: 3 clusters Score -8848817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
Score: -8848814.000000 Penalty: 5500.869141
	Iteration 228Q: 3 clusters Score -8848814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 57357 members 
Entering Unmasked Estep 
Score: -8848811.000000 Penalty: 5500.869141
	Iteration 229Q: 3 clusters Score -8848811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 57339 members 
Entering Unmasked Estep 
Score: -8848808.000000 Penalty: 5500.869141
	Iteration 230Q: 3 clusters Score -8848808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -8848807.000000 Penalty: 5500.869141
	Iteration 231Q: 3 clusters Score -8848807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -8848815.000000 Penalty: 5500.869141
	Iteration 232Q: 3 clusters Score -8848815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -8848819.000000 Penalty: 5500.869141
	Iteration 233Q: 3 clusters Score -8848819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -8848816.000000 Penalty: 5500.869141
	Iteration 234Q: 3 clusters Score -8848816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -8848811.000000 Penalty: 5500.869141
	Iteration 235Q: 3 clusters Score -8848811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 57232 members 
Entering Unmasked Estep 
Score: -8848819.000000 Penalty: 5500.869141
	Iteration 236Q: 3 clusters Score -8848819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
Score: -8848816.000000 Penalty: 5500.869141
	Iteration 237Q: 3 clusters Score -8848816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -8848802.000000 Penalty: 5500.869141
	Iteration 238Q: 3 clusters Score -8848802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 57166 members 
Entering Unmasked Estep 
Score: -8848791.000000 Penalty: 5500.869141
	Iteration 239Q: 3 clusters Score -8848791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
Score: -8848797.000000 Penalty: 5500.869141
	Iteration 240F: 3 clusters Score -8848797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -8848795.000000 Penalty: 5500.869141
	Iteration 241Q: 3 clusters Score -8848795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -8848798.000000 Penalty: 5500.869141
	Iteration 242Q: 3 clusters Score -8848798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -8848790.000000 Penalty: 5500.869141
	Iteration 243Q: 3 clusters Score -8848790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -8848810.000000 Penalty: 5500.869141
	Iteration 244Q: 3 clusters Score -8848810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -8848804.000000 Penalty: 5500.869141
	Iteration 245Q: 3 clusters Score -8848804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -8848800.000000 Penalty: 5500.869141
	Iteration 246Q: 3 clusters Score -8848800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -8848797.000000 Penalty: 5500.869141
	Iteration 247Q: 3 clusters Score -8848797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -8848792.000000 Penalty: 5500.869141
	Iteration 248Q: 3 clusters Score -8848792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -8848794.000000 Penalty: 5500.869141
	Iteration 249Q: 3 clusters Score -8848794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 57047 members 
Entering Unmasked Estep 
Score: -8848800.000000 Penalty: 5500.869141
	Iteration 250Q: 3 clusters Score -8848800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -8848802.000000 Penalty: 5500.869141
	Iteration 251Q: 3 clusters Score -8848802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
Score: -8848808.000000 Penalty: 5500.869141
	Iteration 252Q: 3 clusters Score -8848808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -8848804.000000 Penalty: 5500.869141
	Iteration 253Q: 3 clusters Score -8848804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -8848800.000000 Penalty: 5500.869141
	Iteration 254Q: 3 clusters Score -8848800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -8848794.000000 Penalty: 5500.869141
	Iteration 255Q: 3 clusters Score -8848794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 57035 members 
Entering Unmasked Estep 
Score: -8848792.000000 Penalty: 5500.869141
	Iteration 256Q: 3 clusters Score -8848792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -8848794.000000 Penalty: 5500.869141
	Iteration 257Q: 3 clusters Score -8848794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -8848801.000000 Penalty: 5500.869141
	Iteration 258Q: 3 clusters Score -8848801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -8848808.000000 Penalty: 5500.869141
	Iteration 259Q: 3 clusters Score -8848808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -8848818.000000 Penalty: 5500.869141
	Iteration 260F: 3 clusters Score -8848818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -8848818.000000 Penalty: 5500.869141
	Iteration 261Q: 3 clusters Score -8848818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -8848820.000000 Penalty: 5500.869141
	Iteration 262Q: 3 clusters Score -8848820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
Score: -8848820.000000 Penalty: 5500.869141
	Iteration 263Q: 3 clusters Score -8848820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -8848818.000000 Penalty: 5500.869141
	Iteration 264Q: 3 clusters Score -8848818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -8848805.000000 Penalty: 5500.869141
	Iteration 265Q: 3 clusters Score -8848805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -8848820.000000 Penalty: 5500.869141
	Iteration 266Q: 3 clusters Score -8848820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -8848807.000000 Penalty: 5500.869141
	Iteration 267Q: 3 clusters Score -8848807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 56994 members 
Entering Unmasked Estep 
Score: -8848811.000000 Penalty: 5500.869141
	Iteration 268Q: 3 clusters Score -8848811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -8848815.000000 Penalty: 5500.869141
	Iteration 269Q: 3 clusters Score -8848815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -8848815.000000 Penalty: 5500.869141
	Iteration 270Q: 3 clusters Score -8848815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -8848829.000000 Penalty: 5500.869141
	Iteration 271Q: 3 clusters Score -8848829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -8848819.000000 Penalty: 5500.869141
	Iteration 272Q: 3 clusters Score -8848819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -8848816.000000 Penalty: 5500.869141
	Iteration 273Q: 3 clusters Score -8848816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
Score: -8848808.000000 Penalty: 5500.869141
	Iteration 274Q: 3 clusters Score -8848808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -8848808.000000 Penalty: 5500.869141
	Iteration 275Q: 3 clusters Score -8848808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -8848825.000000 Penalty: 5500.869141
	Iteration 276Q: 3 clusters Score -8848825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -8848816.000000 Penalty: 5500.869141
	Iteration 277Q: 3 clusters Score -8848816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -8848813.000000 Penalty: 5500.869141
	Iteration 278Q: 3 clusters Score -8848813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -8848808.000000 Penalty: 5500.869141
	Iteration 279Q: 3 clusters Score -8848808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -8848800.000000 Penalty: 5500.869141
	Iteration 280F: 3 clusters Score -8848800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -8848811.000000 Penalty: 5500.869141
	Iteration 281Q: 3 clusters Score -8848811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -8848797.000000 Penalty: 5500.869141
	Iteration 282Q: 3 clusters Score -8848797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
Score: -8848804.000000 Penalty: 5500.869141
	Iteration 283Q: 3 clusters Score -8848804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -8848801.000000 Penalty: 5500.869141
	Iteration 284Q: 3 clusters Score -8848801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -8848805.000000 Penalty: 5500.869141
	Iteration 285Q: 3 clusters Score -8848805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -8848803.000000 Penalty: 5500.869141
	Iteration 286Q: 3 clusters Score -8848803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -8848808.000000 Penalty: 5500.869141
	Iteration 287Q: 3 clusters Score -8848808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -8848803.000000 Penalty: 5500.869141
	Iteration 288Q: 3 clusters Score -8848803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -8848801.000000 Penalty: 5500.869141
	Iteration 289Q: 3 clusters Score -8848801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -8848799.000000 Penalty: 5500.869141
	Iteration 290Q: 3 clusters Score -8848799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -8848803.000000 Penalty: 5500.869141
	Iteration 291Q: 3 clusters Score -8848803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -8848811.000000 Penalty: 5500.869141
	Iteration 292Q: 3 clusters Score -8848811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -8848816.000000 Penalty: 5500.869141
	Iteration 293Q: 3 clusters Score -8848816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -8848821.000000 Penalty: 5500.869141
	Iteration 294Q: 3 clusters Score -8848821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -8848812.000000 Penalty: 5500.869141
	Iteration 295Q: 3 clusters Score -8848812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -8848817.000000 Penalty: 5500.869141
	Iteration 296Q: 3 clusters Score -8848817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -8848811.000000 Penalty: 5500.869141
	Iteration 297Q: 3 clusters Score -8848811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -8848815.000000 Penalty: 5500.869141
	Iteration 298Q: 3 clusters Score -8848815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 56696 members 
Entering Unmasked Estep 
Score: -8848812.000000 Penalty: 5500.869141
	Iteration 299Q: 3 clusters Score -8848812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -8848813.000000 Penalty: 5500.869141
	Iteration 300F: 3 clusters Score -8848813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -8848812.000000 Penalty: 5500.869141
	Iteration 301Q: 3 clusters Score -8848812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -8848812.000000 Penalty: 5500.869141
	Iteration 302F: 3 clusters Score -8848812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Entering Unmasked Estep 
Score: -1673783.375000 Penalty: 2335.523926
	Iteration 0F: 2 clusters Score -1673783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1664782.375000 Penalty: 4671.047852
	Iteration 0F: 3 clusters Score -1664782 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1667720.625000 Penalty: 4671.047852
	Iteration 1F: 3 clusters Score -1667721 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1668260.250000 Penalty: 4671.047852
	Iteration 2F: 3 clusters Score -1668260 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1668970.000000 Penalty: 4671.047852
	Iteration 3F: 3 clusters Score -1668970 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1669616.750000 Penalty: 4671.047852
	Iteration 4F: 3 clusters Score -1669617 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1670194.500000 Penalty: 4671.047852
	Iteration 5F: 3 clusters Score -1670194 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1670976.125000 Penalty: 4671.047852
	Iteration 6F: 3 clusters Score -1670976 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1672274.500000 Penalty: 4671.047852
	Iteration 7F: 3 clusters Score -1672274 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1673221.250000 Penalty: 4671.047852
	Iteration 8F: 3 clusters Score -1673221 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1673819.500000 Penalty: 4671.047852
	Iteration 9F: 3 clusters Score -1673820 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1674176.250000 Penalty: 4671.047852
	Iteration 10Q: 3 clusters Score -1674176 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1674417.625000 Penalty: 4671.047852
	Iteration 11Q: 3 clusters Score -1674418 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1674632.000000 Penalty: 4671.047852
	Iteration 12Q: 3 clusters Score -1674632 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1674858.125000 Penalty: 4671.047852
	Iteration 13Q: 3 clusters Score -1674858 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1675042.875000 Penalty: 4671.047852
	Iteration 14Q: 3 clusters Score -1675043 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1675269.625000 Penalty: 4671.047852
	Iteration 15Q: 3 clusters Score -1675270 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1675406.250000 Penalty: 4671.047852
	Iteration 16Q: 3 clusters Score -1675406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1675497.500000 Penalty: 4671.047852
	Iteration 17Q: 3 clusters Score -1675498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1675537.750000 Penalty: 4671.047852
	Iteration 18Q: 3 clusters Score -1675538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1675549.125000 Penalty: 4671.047852
	Iteration 19Q: 3 clusters Score -1675549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1675562.500000 Penalty: 4671.047852
	Iteration 20F: 3 clusters Score -1675562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1675568.375000 Penalty: 4671.047852
	Iteration 21Q: 3 clusters Score -1675568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1675567.625000 Penalty: 4671.047852
	Iteration 22Q: 3 clusters Score -1675568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1675567.500000 Penalty: 4671.047852
	Iteration 23Q: 3 clusters Score -1675568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1675567.500000 Penalty: 4671.047852
	Iteration 24F: 3 clusters Score -1675568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 17617 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 24401 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 3904 members 
Mstep: Class 7 contains 5835 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 65543 members 
Mstep: Class 10 contains 1625 members 
Mstep: Class 11 contains 16538 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 48989 members 
Mstep: Class 14 contains 8224 members 
Mstep: Class 15 contains 8042 members 
Mstep: Class 16 contains 164125 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 42625 members 
Mstep: Class 19 contains 13376 members 
Mstep: Class 20 contains 87720 members 
Mstep: Class 21 contains 14127 members 
Mstep: Class 22 contains 169351 members 
Mstep: Class 23 contains 4283 members 
Mstep: Class 24 contains 2373 members 
Mstep: Class 25 contains 18176 members 
Mstep: Class 26 contains 8037 members 
Mstep: Class 27 contains 10676 members 
Entering Unmasked Estep 
Score: -100841608.000000 Penalty: 90702.726562
Splitting cluster 10 changes total score from -100826808.000000 to -100841608.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -112538.375000 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -112538.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -110826.859375 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -110826.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -111361.460938 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -111361.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -111880.414062 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -111880.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -112266.984375 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -112267 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -112467.734375 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -112467.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -112666.453125 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -112666.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -112829.929688 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -112829.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -112926.617188 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -112926.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -112953.078125 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -112953.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -112968.148438 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -112968.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -112975.554688 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -112975.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -112978.234375 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -112978.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -112980.835938 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -112980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -112984.476562 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -112984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -112989.078125 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -112989.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -112996.445312 Penalty: 3378.377197
	Iteration 15F: 3 clusters Score -112996.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -113113.117188 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -113113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -113173.250000 Penalty: 3378.377197
	Iteration 17Q: 3 clusters Score -113173.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -113173.250000 Penalty: 3378.377197
	Iteration 18F: 3 clusters Score -113173.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 17617 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 24401 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 3904 members 
Mstep: Class 7 contains 5835 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 65543 members 
Mstep: Class 10 contains 1625 members 
Mstep: Class 11 contains 16538 members 
Mstep: Class 12 contains 257 members 
Mstep: Class 13 contains 48989 members 
Mstep: Class 14 contains 8224 members 
Mstep: Class 15 contains 8042 members 
Mstep: Class 16 contains 164125 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 42625 members 
Mstep: Class 19 contains 13376 members 
Mstep: Class 20 contains 87720 members 
Mstep: Class 21 contains 14127 members 
Mstep: Class 22 contains 169351 members 
Mstep: Class 23 contains 4283 members 
Mstep: Class 24 contains 2373 members 
Mstep: Class 25 contains 18176 members 
Mstep: Class 26 contains 8037 members 
Mstep: Class 27 contains 10676 members 
Mstep: Class 28 contains 651 members 
Entering Unmasked Estep 
Score: -100840552.000000 Penalty: 94062.085938
Splitting cluster 12 changes total score from -100826808.000000 to -100840552.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (48989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Entering Unmasked Estep 
Score: -6266970.500000 Penalty: 2678.239014
	Iteration 0F: 2 clusters Score -6266970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -6234036.000000 Penalty: 5356.478027
	Iteration 0F: 3 clusters Score -6234036 nChanged 22514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -6247937.500000 Penalty: 5356.478027
	Iteration 1F: 3 clusters Score -6247938 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -6250888.500000 Penalty: 5356.478027
	Iteration 2F: 3 clusters Score -6250888 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -6255325.500000 Penalty: 5356.478027
	Iteration 3F: 3 clusters Score -6255326 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -6260582.000000 Penalty: 5356.478027
	Iteration 4F: 3 clusters Score -6260582 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -6265461.000000 Penalty: 5356.478027
	Iteration 5F: 3 clusters Score -6265461 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -6269633.000000 Penalty: 5356.478027
	Iteration 6F: 3 clusters Score -6269633 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -6273137.000000 Penalty: 5356.478027
	Iteration 7F: 3 clusters Score -6273137 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -6275337.000000 Penalty: 5356.478027
	Iteration 8Q: 3 clusters Score -6275337 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -6276695.000000 Penalty: 5356.478027
	Iteration 9Q: 3 clusters Score -6276695 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -6277463.500000 Penalty: 5356.478027
	Iteration 10Q: 3 clusters Score -6277464 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -6277807.500000 Penalty: 5356.478027
	Iteration 11Q: 3 clusters Score -6277808 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -6277984.000000 Penalty: 5356.478027
	Iteration 12Q: 3 clusters Score -6277984 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -6278050.500000 Penalty: 5356.478027
	Iteration 13Q: 3 clusters Score -6278050 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -6278109.000000 Penalty: 5356.478027
	Iteration 14Q: 3 clusters Score -6278109 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -6278141.000000 Penalty: 5356.478027
	Iteration 15Q: 3 clusters Score -6278141 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -6278145.000000 Penalty: 5356.478027
	Iteration 16Q: 3 clusters Score -6278145 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -6278159.000000 Penalty: 5356.478027
	Iteration 17Q: 3 clusters Score -6278159 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -6278148.500000 Penalty: 5356.478027
	Iteration 18Q: 3 clusters Score -6278148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -6278165.000000 Penalty: 5356.478027
	Iteration 19Q: 3 clusters Score -6278165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -6278151.000000 Penalty: 5356.478027
	Iteration 20F: 3 clusters Score -6278151 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -6278157.000000 Penalty: 5356.478027
	Iteration 21Q: 3 clusters Score -6278157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -6278153.000000 Penalty: 5356.478027
	Iteration 22Q: 3 clusters Score -6278153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -6278151.500000 Penalty: 5356.478027
	Iteration 23Q: 3 clusters Score -6278152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -6278155.000000 Penalty: 5356.478027
	Iteration 24Q: 3 clusters Score -6278155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -6278167.500000 Penalty: 5356.478027
	Iteration 25Q: 3 clusters Score -6278168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -6278165.500000 Penalty: 5356.478027
	Iteration 26Q: 3 clusters Score -6278166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -6278169.000000 Penalty: 5356.478027
	Iteration 27Q: 3 clusters Score -6278169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -6278165.500000 Penalty: 5356.478027
	Iteration 28Q: 3 clusters Score -6278166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -6278162.000000 Penalty: 5356.478027
	Iteration 29Q: 3 clusters Score -6278162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -6278161.500000 Penalty: 5356.478027
	Iteration 30Q: 3 clusters Score -6278162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -6278163.500000 Penalty: 5356.478027
	Iteration 31Q: 3 clusters Score -6278164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -6278169.500000 Penalty: 5356.478027
	Iteration 32Q: 3 clusters Score -6278170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -6278169.500000 Penalty: 5356.478027
	Iteration 33F: 3 clusters Score -6278170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 17617 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 24401 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 3904 members 
Mstep: Class 7 contains 5835 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 65543 members 
Mstep: Class 10 contains 1625 members 
Mstep: Class 11 contains 16538 members 
Mstep: Class 12 contains 257 members 
Mstep: Class 13 contains 31145 members 
Mstep: Class 14 contains 8224 members 
Mstep: Class 15 contains 8042 members 
Mstep: Class 16 contains 164125 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 42625 members 
Mstep: Class 19 contains 13376 members 
Mstep: Class 20 contains 87720 members 
Mstep: Class 21 contains 14127 members 
Mstep: Class 22 contains 169351 members 
Mstep: Class 23 contains 4283 members 
Mstep: Class 24 contains 2373 members 
Mstep: Class 25 contains 18176 members 
Mstep: Class 26 contains 8037 members 
Mstep: Class 27 contains 10676 members 
Mstep: Class 28 contains 651 members 
Mstep: Class 29 contains 17844 members 
Entering Unmasked Estep 
Score: -100851216.000000 Penalty: 97421.445312
Splitting cluster 13 changes total score from -100826808.000000 to -100851216.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (8224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Entering Unmasked Estep 
Score: -1100477.625000 Penalty: 2235.673340
	Iteration 0F: 2 clusters Score -1100478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1093970.625000 Penalty: 4471.346680
	Iteration 0F: 3 clusters Score -1093971 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1096029.625000 Penalty: 4471.346680
	Iteration 1F: 3 clusters Score -1096030 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1096491.875000 Penalty: 4471.346680
	Iteration 2F: 3 clusters Score -1096492 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1096952.750000 Penalty: 4471.346680
	Iteration 3F: 3 clusters Score -1096953 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1097323.250000 Penalty: 4471.346680
	Iteration 4F: 3 clusters Score -1097323 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1097683.125000 Penalty: 4471.346680
	Iteration 5F: 3 clusters Score -1097683 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1097940.750000 Penalty: 4471.346680
	Iteration 6F: 3 clusters Score -1097941 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1098111.000000 Penalty: 4471.346680
	Iteration 7Q: 3 clusters Score -1098111 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1098217.500000 Penalty: 4471.346680
	Iteration 8Q: 3 clusters Score -1098218 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1098292.125000 Penalty: 4471.346680
	Iteration 9Q: 3 clusters Score -1098292 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1098347.500000 Penalty: 4471.346680
	Iteration 10Q: 3 clusters Score -1098348 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1098391.000000 Penalty: 4471.346680
	Iteration 11Q: 3 clusters Score -1098391 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1098422.125000 Penalty: 4471.346680
	Iteration 12Q: 3 clusters Score -1098422 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1098441.625000 Penalty: 4471.346680
	Iteration 13Q: 3 clusters Score -1098442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1098460.000000 Penalty: 4471.346680
	Iteration 14Q: 3 clusters Score -1098460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1098471.375000 Penalty: 4471.346680
	Iteration 15Q: 3 clusters Score -1098471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1098479.250000 Penalty: 4471.346680
	Iteration 16Q: 3 clusters Score -1098479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1098486.875000 Penalty: 4471.346680
	Iteration 17Q: 3 clusters Score -1098487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1098491.125000 Penalty: 4471.346680
	Iteration 18Q: 3 clusters Score -1098491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1098497.750000 Penalty: 4471.346680
	Iteration 19Q: 3 clusters Score -1098498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1098501.500000 Penalty: 4471.346680
	Iteration 20F: 3 clusters Score -1098502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1098500.500000 Penalty: 4471.346680
	Iteration 21Q: 3 clusters Score -1098500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1098504.375000 Penalty: 4471.346680
	Iteration 22Q: 3 clusters Score -1098504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1098505.500000 Penalty: 4471.346680
	Iteration 23Q: 3 clusters Score -1098506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1098507.000000 Penalty: 4471.346680
	Iteration 24Q: 3 clusters Score -1098507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1098505.000000 Penalty: 4471.346680
	Iteration 25Q: 3 clusters Score -1098505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1098509.125000 Penalty: 4471.346680
	Iteration 26Q: 3 clusters Score -1098509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1098505.750000 Penalty: 4471.346680
	Iteration 27Q: 3 clusters Score -1098506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1098508.500000 Penalty: 4471.346680
	Iteration 28Q: 3 clusters Score -1098508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1098510.250000 Penalty: 4471.346680
	Iteration 29Q: 3 clusters Score -1098510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1098511.125000 Penalty: 4471.346680
	Iteration 30Q: 3 clusters Score -1098511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1098511.125000 Penalty: 4471.346680
	Iteration 31Q: 3 clusters Score -1098511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1098514.000000 Penalty: 4471.346680
	Iteration 32Q: 3 clusters Score -1098514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1098517.375000 Penalty: 4471.346680
	Iteration 33Q: 3 clusters Score -1098517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1098516.750000 Penalty: 4471.346680
	Iteration 34Q: 3 clusters Score -1098517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1098516.000000 Penalty: 4471.346680
	Iteration 35Q: 3 clusters Score -1098516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1098517.750000 Penalty: 4471.346680
	Iteration 36Q: 3 clusters Score -1098518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1098516.875000 Penalty: 4471.346680
	Iteration 37Q: 3 clusters Score -1098517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1098517.250000 Penalty: 4471.346680
	Iteration 38Q: 3 clusters Score -1098517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1098519.125000 Penalty: 4471.346680
	Iteration 39Q: 3 clusters Score -1098519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1098521.125000 Penalty: 4471.346680
	Iteration 40F: 3 clusters Score -1098521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Entering Unmasked Estep 
Score: -1043006.750000 Penalty: 2230.123535
	Iteration 0F: 2 clusters Score -1043007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1036574.437500 Penalty: 4460.247070
	Iteration 0F: 3 clusters Score -1036574 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1038289.437500 Penalty: 4460.247070
	Iteration 1F: 3 clusters Score -1038289 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1038555.562500 Penalty: 4460.247070
	Iteration 2F: 3 clusters Score -1038556 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1038762.250000 Penalty: 4460.247070
	Iteration 3F: 3 clusters Score -1038762 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1038942.875000 Penalty: 4460.247070
	Iteration 4Q: 3 clusters Score -1038943 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1039125.687500 Penalty: 4460.247070
	Iteration 5Q: 3 clusters Score -1039126 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1039328.937500 Penalty: 4460.247070
	Iteration 6Q: 3 clusters Score -1039329 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1039547.937500 Penalty: 4460.247070
	Iteration 7Q: 3 clusters Score -1039548 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1039786.562500 Penalty: 4460.247070
	Iteration 8Q: 3 clusters Score -1039787 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1040101.187500 Penalty: 4460.247070
	Iteration 9Q: 3 clusters Score -1040101 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1040487.187500 Penalty: 4460.247070
	Iteration 10F: 3 clusters Score -1040487 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1040841.375000 Penalty: 4460.247070
	Iteration 11Q: 3 clusters Score -1040841 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1041067.625000 Penalty: 4460.247070
	Iteration 12Q: 3 clusters Score -1041068 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1041246.437500 Penalty: 4460.247070
	Iteration 13Q: 3 clusters Score -1041246 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1041359.687500 Penalty: 4460.247070
	Iteration 14Q: 3 clusters Score -1041360 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1041410.312500 Penalty: 4460.247070
	Iteration 15Q: 3 clusters Score -1041410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1041441.187500 Penalty: 4460.247070
	Iteration 16Q: 3 clusters Score -1041441 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1041463.500000 Penalty: 4460.247070
	Iteration 17Q: 3 clusters Score -1041464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1041474.125000 Penalty: 4460.247070
	Iteration 18Q: 3 clusters Score -1041474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1041481.062500 Penalty: 4460.247070
	Iteration 19Q: 3 clusters Score -1041481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1041485.000000 Penalty: 4460.247070
	Iteration 20F: 3 clusters Score -1041485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1041489.187500 Penalty: 4460.247070
	Iteration 21Q: 3 clusters Score -1041489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1041492.375000 Penalty: 4460.247070
	Iteration 22Q: 3 clusters Score -1041492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1041493.500000 Penalty: 4460.247070
	Iteration 23Q: 3 clusters Score -1041494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1041495.437500 Penalty: 4460.247070
	Iteration 24Q: 3 clusters Score -1041495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1041499.375000 Penalty: 4460.247070
	Iteration 25Q: 3 clusters Score -1041499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1041498.687500 Penalty: 4460.247070
	Iteration 26Q: 3 clusters Score -1041499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1041501.625000 Penalty: 4460.247070
	Iteration 27Q: 3 clusters Score -1041502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1041502.562500 Penalty: 4460.247070
	Iteration 28Q: 3 clusters Score -1041503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1041505.875000 Penalty: 4460.247070
	Iteration 29Q: 3 clusters Score -1041506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1041505.875000 Penalty: 4460.247070
	Iteration 30Q: 3 clusters Score -1041506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1041509.687500 Penalty: 4460.247070
	Iteration 31Q: 3 clusters Score -1041510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1041512.187500 Penalty: 4460.247070
	Iteration 32Q: 3 clusters Score -1041512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1041515.562500 Penalty: 4460.247070
	Iteration 33Q: 3 clusters Score -1041516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1041514.312500 Penalty: 4460.247070
	Iteration 34Q: 3 clusters Score -1041514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1041517.562500 Penalty: 4460.247070
	Iteration 35Q: 3 clusters Score -1041518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1041519.625000 Penalty: 4460.247070
	Iteration 36Q: 3 clusters Score -1041520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1041520.875000 Penalty: 4460.247070
	Iteration 37Q: 3 clusters Score -1041521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1041522.437500 Penalty: 4460.247070
	Iteration 38Q: 3 clusters Score -1041522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1041522.937500 Penalty: 4460.247070
	Iteration 39Q: 3 clusters Score -1041523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1041527.375000 Penalty: 4460.247070
	Iteration 40F: 3 clusters Score -1041527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1041529.812500 Penalty: 4460.247070
	Iteration 41Q: 3 clusters Score -1041530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1041535.062500 Penalty: 4460.247070
	Iteration 42Q: 3 clusters Score -1041535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1041541.937500 Penalty: 4460.247070
	Iteration 43Q: 3 clusters Score -1041542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1041553.187500 Penalty: 4460.247070
	Iteration 44Q: 3 clusters Score -1041553 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1041567.000000 Penalty: 4460.247070
	Iteration 45Q: 3 clusters Score -1041567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1041587.375000 Penalty: 4460.247070
	Iteration 46Q: 3 clusters Score -1041587 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1041608.937500 Penalty: 4460.247070
	Iteration 47Q: 3 clusters Score -1041609 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1041621.062500 Penalty: 4460.247070
	Iteration 48Q: 3 clusters Score -1041621 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1041640.375000 Penalty: 4460.247070
	Iteration 49Q: 3 clusters Score -1041640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1041678.000000 Penalty: 4460.247070
	Iteration 50Q: 3 clusters Score -1041678 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1041720.625000 Penalty: 4460.247070
	Iteration 51Q: 3 clusters Score -1041721 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1041765.750000 Penalty: 4460.247070
	Iteration 52Q: 3 clusters Score -1041766 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1041812.187500 Penalty: 4460.247070
	Iteration 53Q: 3 clusters Score -1041812 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1041851.562500 Penalty: 4460.247070
	Iteration 54Q: 3 clusters Score -1041852 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1041878.062500 Penalty: 4460.247070
	Iteration 55Q: 3 clusters Score -1041878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1041898.812500 Penalty: 4460.247070
	Iteration 56Q: 3 clusters Score -1041899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1041915.562500 Penalty: 4460.247070
	Iteration 57Q: 3 clusters Score -1041916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1041930.750000 Penalty: 4460.247070
	Iteration 58Q: 3 clusters Score -1041931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1041942.937500 Penalty: 4460.247070
	Iteration 59Q: 3 clusters Score -1041943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1041948.562500 Penalty: 4460.247070
	Iteration 60F: 3 clusters Score -1041949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1041954.125000 Penalty: 4460.247070
	Iteration 61Q: 3 clusters Score -1041954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1041959.437500 Penalty: 4460.247070
	Iteration 62Q: 3 clusters Score -1041959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1041967.187500 Penalty: 4460.247070
	Iteration 63Q: 3 clusters Score -1041967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1041970.187500 Penalty: 4460.247070
	Iteration 64Q: 3 clusters Score -1041970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1041974.312500 Penalty: 4460.247070
	Iteration 65Q: 3 clusters Score -1041974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1041978.125000 Penalty: 4460.247070
	Iteration 66Q: 3 clusters Score -1041978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1041978.625000 Penalty: 4460.247070
	Iteration 67Q: 3 clusters Score -1041979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1041981.125000 Penalty: 4460.247070
	Iteration 68Q: 3 clusters Score -1041981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1041983.812500 Penalty: 4460.247070
	Iteration 69Q: 3 clusters Score -1041984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1041985.000000 Penalty: 4460.247070
	Iteration 70Q: 3 clusters Score -1041985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1041990.062500 Penalty: 4460.247070
	Iteration 71Q: 3 clusters Score -1041990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1041994.062500 Penalty: 4460.247070
	Iteration 72Q: 3 clusters Score -1041994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1041995.375000 Penalty: 4460.247070
	Iteration 73Q: 3 clusters Score -1041995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1041997.687500 Penalty: 4460.247070
	Iteration 74Q: 3 clusters Score -1041998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1041998.625000 Penalty: 4460.247070
	Iteration 75Q: 3 clusters Score -1041999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1042001.437500 Penalty: 4460.247070
	Iteration 76Q: 3 clusters Score -1042001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1042000.937500 Penalty: 4460.247070
	Iteration 77Q: 3 clusters Score -1042001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1042002.625000 Penalty: 4460.247070
	Iteration 78Q: 3 clusters Score -1042003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1042003.937500 Penalty: 4460.247070
	Iteration 79Q: 3 clusters Score -1042004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1042003.937500 Penalty: 4460.247070
	Iteration 80F: 3 clusters Score -1042004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (164125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164125 members 
Entering Unmasked Estep 
Score: -22424706.000000 Penalty: 2978.079102
	Iteration 0F: 2 clusters Score -2.242471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81992 members 
Mstep: Class 2 contains 82133 members 
Entering Unmasked Estep 
Score: -22319276.000000 Penalty: 5956.158203
	Iteration 0F: 3 clusters Score -2.231928e+07 nChanged 78777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 80716 members 
Entering Unmasked Estep 
Score: -22364724.000000 Penalty: 5956.158203
	Iteration 1F: 3 clusters Score -2.236472e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 79938 members 
Entering Unmasked Estep 
Score: -22365970.000000 Penalty: 5956.158203
	Iteration 2Q: 3 clusters Score -2.236597e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85540 members 
Mstep: Class 2 contains 78585 members 
Entering Unmasked Estep 
Score: -22368084.000000 Penalty: 5956.158203
	Iteration 3Q: 3 clusters Score -2.236808e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87898 members 
Mstep: Class 2 contains 76227 members 
Entering Unmasked Estep 
Score: -22371794.000000 Penalty: 5956.158203
	Iteration 4Q: 3 clusters Score -2.237179e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91267 members 
Mstep: Class 2 contains 72858 members 
Entering Unmasked Estep 
Score: -22377432.000000 Penalty: 5956.158203
	Iteration 5F: 3 clusters Score -2.237743e+07 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95560 members 
Mstep: Class 2 contains 68565 members 
Entering Unmasked Estep 
Score: -22384470.000000 Penalty: 5956.158203
	Iteration 6F: 3 clusters Score -2.238447e+07 nChanged 11490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100432 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -22391102.000000 Penalty: 5956.158203
	Iteration 7F: 3 clusters Score -2.23911e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105375 members 
Mstep: Class 2 contains 58750 members 
Entering Unmasked Estep 
Score: -22396096.000000 Penalty: 5956.158203
	Iteration 8F: 3 clusters Score -2.23961e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109937 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -22399128.000000 Penalty: 5956.158203
	Iteration 9Q: 3 clusters Score -2.239913e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114369 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -22401074.000000 Penalty: 5956.158203
	Iteration 10Q: 3 clusters Score -2.240107e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118758 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -22402672.000000 Penalty: 5956.158203
	Iteration 11Q: 3 clusters Score -2.240267e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123235 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -22404084.000000 Penalty: 5956.158203
	Iteration 12Q: 3 clusters Score -2.240408e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127990 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -22405860.000000 Penalty: 5956.158203
	Iteration 13Q: 3 clusters Score -2.240586e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132933 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -22407696.000000 Penalty: 5956.158203
	Iteration 14Q: 3 clusters Score -2.24077e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138003 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -22409868.000000 Penalty: 5956.158203
	Iteration 15Q: 3 clusters Score -2.240987e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142937 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -22412060.000000 Penalty: 5956.158203
	Iteration 16Q: 3 clusters Score -2.241206e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147648 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -22414410.000000 Penalty: 5956.158203
	Iteration 17Q: 3 clusters Score -2.241441e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151912 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -22416684.000000 Penalty: 5956.158203
	Iteration 18Q: 3 clusters Score -2.241668e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155462 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -22418572.000000 Penalty: 5956.158203
	Iteration 19Q: 3 clusters Score -2.241857e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158171 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -22419992.000000 Penalty: 5956.158203
	Iteration 20F: 3 clusters Score -2.241999e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160078 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -22420980.000000 Penalty: 5956.158203
	Iteration 21Q: 3 clusters Score -2.242098e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161363 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -22421590.000000 Penalty: 5956.158203
	Iteration 22Q: 3 clusters Score -2.242159e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162158 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -22421946.000000 Penalty: 5956.158203
	Iteration 23Q: 3 clusters Score -2.242195e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162587 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -22422076.000000 Penalty: 5956.158203
	Iteration 24Q: 3 clusters Score -2.242208e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162849 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -22422164.000000 Penalty: 5956.158203
	Iteration 25Q: 3 clusters Score -2.242216e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162999 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -22422298.000000 Penalty: 5956.158203
	Iteration 26Q: 3 clusters Score -2.24223e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163088 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -22422384.000000 Penalty: 5956.158203
	Iteration 27Q: 3 clusters Score -2.242238e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163143 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -22422416.000000 Penalty: 5956.158203
	Iteration 28Q: 3 clusters Score -2.242242e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163190 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -22422446.000000 Penalty: 5956.158203
	Iteration 29Q: 3 clusters Score -2.242245e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163239 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -22422452.000000 Penalty: 5956.158203
	Iteration 30Q: 3 clusters Score -2.242245e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163261 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -22422474.000000 Penalty: 5956.158203
	Iteration 31Q: 3 clusters Score -2.242247e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163278 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -22422482.000000 Penalty: 5956.158203
	Iteration 32Q: 3 clusters Score -2.242248e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163297 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -22422494.000000 Penalty: 5956.158203
	Iteration 33Q: 3 clusters Score -2.242249e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163316 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -22422496.000000 Penalty: 5956.158203
	Iteration 34Q: 3 clusters Score -2.24225e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163333 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -22422512.000000 Penalty: 5956.158203
	Iteration 35Q: 3 clusters Score -2.242251e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163340 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -22422502.000000 Penalty: 5956.158203
	Iteration 36Q: 3 clusters Score -2.24225e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163347 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -22422524.000000 Penalty: 5956.158203
	Iteration 37Q: 3 clusters Score -2.242252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163360 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -22422538.000000 Penalty: 5956.158203
	Iteration 38Q: 3 clusters Score -2.242254e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163375 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -22422538.000000 Penalty: 5956.158203
	Iteration 39Q: 3 clusters Score -2.242254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163384 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -22422528.000000 Penalty: 5956.158203
	Iteration 40F: 3 clusters Score -2.242253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163390 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -22422524.000000 Penalty: 5956.158203
	Iteration 41Q: 3 clusters Score -2.242252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163394 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -22422532.000000 Penalty: 5956.158203
	Iteration 42Q: 3 clusters Score -2.242253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163398 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -22422528.000000 Penalty: 5956.158203
	Iteration 43Q: 3 clusters Score -2.242253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163406 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -22422544.000000 Penalty: 5956.158203
	Iteration 44Q: 3 clusters Score -2.242254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163407 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -22422544.000000 Penalty: 5956.158203
	Iteration 45Q: 3 clusters Score -2.242254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163414 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -22422546.000000 Penalty: 5956.158203
	Iteration 46Q: 3 clusters Score -2.242255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163417 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -22422554.000000 Penalty: 5956.158203
	Iteration 47Q: 3 clusters Score -2.242255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163422 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -22422566.000000 Penalty: 5956.158203
	Iteration 48Q: 3 clusters Score -2.242257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163426 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -22422576.000000 Penalty: 5956.158203
	Iteration 49Q: 3 clusters Score -2.242258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163430 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -22422576.000000 Penalty: 5956.158203
	Iteration 50Q: 3 clusters Score -2.242258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163433 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -22422576.000000 Penalty: 5956.158203
	Iteration 51Q: 3 clusters Score -2.242258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163435 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -22422562.000000 Penalty: 5956.158203
	Iteration 52Q: 3 clusters Score -2.242256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163437 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -22422568.000000 Penalty: 5956.158203
	Iteration 53Q: 3 clusters Score -2.242257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163439 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -22422570.000000 Penalty: 5956.158203
	Iteration 54Q: 3 clusters Score -2.242257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163440 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -22422558.000000 Penalty: 5956.158203
	Iteration 55Q: 3 clusters Score -2.242256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163440 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -22422558.000000 Penalty: 5956.158203
	Iteration 56F: 3 clusters Score -2.242256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -275083.406250 Penalty: 1932.400146
	Iteration 0F: 2 clusters Score -275083.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -272807.593750 Penalty: 3864.800293
	Iteration 0F: 3 clusters Score -272807.6 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -276905.312500 Penalty: 3864.800293
	Iteration 1F: 3 clusters Score -276905.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -279108.937500 Penalty: 3864.800293
	Iteration 2F: 3 clusters Score -279108.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -279745.125000 Penalty: 3864.800293
	Iteration 3F: 3 clusters Score -279745.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -279979.906250 Penalty: 3864.800293
	Iteration 4Q: 3 clusters Score -279979.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -280115.093750 Penalty: 3864.800293
	Iteration 5Q: 3 clusters Score -280115.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -280207.156250 Penalty: 3864.800293
	Iteration 6Q: 3 clusters Score -280207.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -280349.687500 Penalty: 3864.800293
	Iteration 7Q: 3 clusters Score -280349.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -280372.500000 Penalty: 3864.800293
	Iteration 8Q: 3 clusters Score -280372.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -280376.062500 Penalty: 3864.800293
	Iteration 9Q: 3 clusters Score -280376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -280376.281250 Penalty: 3864.800293
	Iteration 10Q: 3 clusters Score -280376.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -280377.531250 Penalty: 3864.800293
	Iteration 11Q: 3 clusters Score -280377.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -280377.531250 Penalty: 3864.800293
	Iteration 12F: 3 clusters Score -280377.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 17617 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 24401 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 3904 members 
Mstep: Class 7 contains 5835 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 65543 members 
Mstep: Class 10 contains 1625 members 
Mstep: Class 11 contains 16538 members 
Mstep: Class 12 contains 257 members 
Mstep: Class 13 contains 31145 members 
Mstep: Class 14 contains 8224 members 
Mstep: Class 15 contains 8042 members 
Mstep: Class 16 contains 164125 members 
Mstep: Class 17 contains 1768 members 
Mstep: Class 18 contains 42625 members 
Mstep: Class 19 contains 13376 members 
Mstep: Class 20 contains 87720 members 
Mstep: Class 21 contains 14127 members 
Mstep: Class 22 contains 169351 members 
Mstep: Class 23 contains 4283 members 
Mstep: Class 24 contains 2373 members 
Mstep: Class 25 contains 18176 members 
Mstep: Class 26 contains 8037 members 
Mstep: Class 27 contains 10676 members 
Mstep: Class 28 contains 651 members 
Mstep: Class 29 contains 17844 members 
Mstep: Class 30 contains 653 members 
Entering Unmasked Estep 
Score: -100855328.000000 Penalty: 100780.804688
Splitting cluster 17 changes total score from -100826808.000000 to -100855328.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (42625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Entering Unmasked Estep 
Score: -5898498.000000 Penalty: 2643.728760
	Iteration 0F: 2 clusters Score -5898498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -5869858.500000 Penalty: 5287.457520
	Iteration 0F: 3 clusters Score -5869858 nChanged 19536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -5881306.000000 Penalty: 5287.457520
	Iteration 1F: 3 clusters Score -5881306 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -5882752.500000 Penalty: 5287.457520
	Iteration 2F: 3 clusters Score -5882752 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -5884356.000000 Penalty: 5287.457520
	Iteration 3F: 3 clusters Score -5884356 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -5885695.500000 Penalty: 5287.457520
	Iteration 4F: 3 clusters Score -5885696 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -5886585.000000 Penalty: 5287.457520
	Iteration 5F: 3 clusters Score -5886585 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -5887269.500000 Penalty: 5287.457520
	Iteration 6Q: 3 clusters Score -5887270 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -5887805.000000 Penalty: 5287.457520
	Iteration 7Q: 3 clusters Score -5887805 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -5888317.500000 Penalty: 5287.457520
	Iteration 8Q: 3 clusters Score -5888318 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -5888744.000000 Penalty: 5287.457520
	Iteration 9Q: 3 clusters Score -5888744 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -5889287.500000 Penalty: 5287.457520
	Iteration 10Q: 3 clusters Score -5889288 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -5889885.000000 Penalty: 5287.457520
	Iteration 11Q: 3 clusters Score -5889885 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -5890514.500000 Penalty: 5287.457520
	Iteration 12Q: 3 clusters Score -5890514 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -5891273.000000 Penalty: 5287.457520
	Iteration 13Q: 3 clusters Score -5891273 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -5892016.500000 Penalty: 5287.457520
	Iteration 14Q: 3 clusters Score -5892016 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -5892761.500000 Penalty: 5287.457520
	Iteration 15Q: 3 clusters Score -5892762 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -5893446.500000 Penalty: 5287.457520
	Iteration 16Q: 3 clusters Score -5893446 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -5894182.000000 Penalty: 5287.457520
	Iteration 17Q: 3 clusters Score -5894182 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -5894921.000000 Penalty: 5287.457520
	Iteration 18Q: 3 clusters Score -5894921 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -5895683.000000 Penalty: 5287.457520
	Iteration 19Q: 3 clusters Score -5895683 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -5896417.000000 Penalty: 5287.457520
	Iteration 20F: 3 clusters Score -5896417 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -5896951.500000 Penalty: 5287.457520
	Iteration 21Q: 3 clusters Score -5896952 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -5897285.500000 Penalty: 5287.457520
	Iteration 22Q: 3 clusters Score -5897286 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -5897583.500000 Penalty: 5287.457520
	Iteration 23Q: 3 clusters Score -5897584 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -5897796.500000 Penalty: 5287.457520
	Iteration 24Q: 3 clusters Score -5897796 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -5897924.500000 Penalty: 5287.457520
	Iteration 25Q: 3 clusters Score -5897924 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -5898011.000000 Penalty: 5287.457520
	Iteration 26Q: 3 clusters Score -5898011 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -5898088.000000 Penalty: 5287.457520
	Iteration 27Q: 3 clusters Score -5898088 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -5898125.500000 Penalty: 5287.457520
	Iteration 28Q: 3 clusters Score -5898126 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -5898189.500000 Penalty: 5287.457520
	Iteration 29Q: 3 clusters Score -5898190 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -5898220.000000 Penalty: 5287.457520
	Iteration 30Q: 3 clusters Score -5898220 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -5898291.500000 Penalty: 5287.457520
	Iteration 31Q: 3 clusters Score -5898292 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -5898357.500000 Penalty: 5287.457520
	Iteration 32Q: 3 clusters Score -5898358 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -5898392.500000 Penalty: 5287.457520
	Iteration 33Q: 3 clusters Score -5898392 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -5898470.000000 Penalty: 5287.457520
	Iteration 34Q: 3 clusters Score -5898470 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -5898541.000000 Penalty: 5287.457520
	Iteration 35Q: 3 clusters Score -5898541 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -5898608.000000 Penalty: 5287.457520
	Iteration 36Q: 3 clusters Score -5898608 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -5898660.000000 Penalty: 5287.457520
	Iteration 37Q: 3 clusters Score -5898660 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -5898705.500000 Penalty: 5287.457520
	Iteration 38Q: 3 clusters Score -5898706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -5898750.500000 Penalty: 5287.457520
	Iteration 39Q: 3 clusters Score -5898750 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -5898780.000000 Penalty: 5287.457520
	Iteration 40F: 3 clusters Score -5898780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -5898793.500000 Penalty: 5287.457520
	Iteration 41Q: 3 clusters Score -5898794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -5898814.000000 Penalty: 5287.457520
	Iteration 42Q: 3 clusters Score -5898814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5898827.000000 Penalty: 5287.457520
	Iteration 43Q: 3 clusters Score -5898827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5898826.500000 Penalty: 5287.457520
	Iteration 44Q: 3 clusters Score -5898826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5898828.000000 Penalty: 5287.457520
	Iteration 45Q: 3 clusters Score -5898828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -5898834.000000 Penalty: 5287.457520
	Iteration 46Q: 3 clusters Score -5898834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -5898824.000000 Penalty: 5287.457520
	Iteration 47Q: 3 clusters Score -5898824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -5898828.500000 Penalty: 5287.457520
	Iteration 48Q: 3 clusters Score -5898828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -5898823.500000 Penalty: 5287.457520
	Iteration 49Q: 3 clusters Score -5898824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -5898823.500000 Penalty: 5287.457520
	Iteration 50F: 3 clusters Score -5898824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 17617 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 24401 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 3904 members 
Mstep: Class 7 contains 5835 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 65543 members 
Mstep: Class 10 contains 1625 members 
Mstep: Class 11 contains 16538 members 
Mstep: Class 12 contains 257 members 
Mstep: Class 13 contains 31145 members 
Mstep: Class 14 contains 8224 members 
Mstep: Class 15 contains 8042 members 
Mstep: Class 16 contains 164125 members 
Mstep: Class 17 contains 1768 members 
Mstep: Class 18 contains 39839 members 
Mstep: Class 19 contains 13376 members 
Mstep: Class 20 contains 87720 members 
Mstep: Class 21 contains 14127 members 
Mstep: Class 22 contains 169351 members 
Mstep: Class 23 contains 4283 members 
Mstep: Class 24 contains 2373 members 
Mstep: Class 25 contains 18176 members 
Mstep: Class 26 contains 8037 members 
Mstep: Class 27 contains 10676 members 
Mstep: Class 28 contains 651 members 
Mstep: Class 29 contains 17844 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 2786 members 
Entering Unmasked Estep 
Score: -100855040.000000 Penalty: 104140.164062
Splitting cluster 18 changes total score from -100826808.000000 to -100855040.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (13376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Entering Unmasked Estep 
Score: -1776507.625000 Penalty: 2356.301758
	Iteration 0F: 2 clusters Score -1776508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1766648.250000 Penalty: 4712.603516
	Iteration 0F: 3 clusters Score -1766648 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1769705.000000 Penalty: 4712.603516
	Iteration 1F: 3 clusters Score -1769705 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1770134.500000 Penalty: 4712.603516
	Iteration 2F: 3 clusters Score -1770134 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1770554.000000 Penalty: 4712.603516
	Iteration 3F: 3 clusters Score -1770554 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1771004.500000 Penalty: 4712.603516
	Iteration 4F: 3 clusters Score -1771004 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1771519.750000 Penalty: 4712.603516
	Iteration 5F: 3 clusters Score -1771520 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1772112.500000 Penalty: 4712.603516
	Iteration 6F: 3 clusters Score -1772112 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1772789.000000 Penalty: 4712.603516
	Iteration 7F: 3 clusters Score -1772789 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1773480.500000 Penalty: 4712.603516
	Iteration 8F: 3 clusters Score -1773480 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1774171.250000 Penalty: 4712.603516
	Iteration 9F: 3 clusters Score -1774171 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1774713.125000 Penalty: 4712.603516
	Iteration 10Q: 3 clusters Score -1774713 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1775151.250000 Penalty: 4712.603516
	Iteration 11Q: 3 clusters Score -1775151 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1775506.750000 Penalty: 4712.603516
	Iteration 12Q: 3 clusters Score -1775507 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1775773.000000 Penalty: 4712.603516
	Iteration 13Q: 3 clusters Score -1775773 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1775978.625000 Penalty: 4712.603516
	Iteration 14Q: 3 clusters Score -1775979 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1776137.125000 Penalty: 4712.603516
	Iteration 15Q: 3 clusters Score -1776137 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1776270.000000 Penalty: 4712.603516
	Iteration 16Q: 3 clusters Score -1776270 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1776398.875000 Penalty: 4712.603516
	Iteration 17Q: 3 clusters Score -1776399 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1776517.500000 Penalty: 4712.603516
	Iteration 18Q: 3 clusters Score -1776518 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1776614.875000 Penalty: 4712.603516
	Iteration 19Q: 3 clusters Score -1776615 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1776708.750000 Penalty: 4712.603516
	Iteration 20F: 3 clusters Score -1776709 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1776765.875000 Penalty: 4712.603516
	Iteration 21Q: 3 clusters Score -1776766 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1776818.750000 Penalty: 4712.603516
	Iteration 22Q: 3 clusters Score -1776819 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1776845.250000 Penalty: 4712.603516
	Iteration 23Q: 3 clusters Score -1776845 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1776868.750000 Penalty: 4712.603516
	Iteration 24Q: 3 clusters Score -1776869 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1776886.125000 Penalty: 4712.603516
	Iteration 25Q: 3 clusters Score -1776886 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1776906.875000 Penalty: 4712.603516
	Iteration 26Q: 3 clusters Score -1776907 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1776915.375000 Penalty: 4712.603516
	Iteration 27Q: 3 clusters Score -1776915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1776922.500000 Penalty: 4712.603516
	Iteration 28Q: 3 clusters Score -1776922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1776921.750000 Penalty: 4712.603516
	Iteration 29Q: 3 clusters Score -1776922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1776929.875000 Penalty: 4712.603516
	Iteration 30Q: 3 clusters Score -1776930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1776935.250000 Penalty: 4712.603516
	Iteration 31Q: 3 clusters Score -1776935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1776939.125000 Penalty: 4712.603516
	Iteration 32Q: 3 clusters Score -1776939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1776940.875000 Penalty: 4712.603516
	Iteration 33Q: 3 clusters Score -1776941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1776941.625000 Penalty: 4712.603516
	Iteration 34Q: 3 clusters Score -1776942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1776941.000000 Penalty: 4712.603516
	Iteration 35Q: 3 clusters Score -1776941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1776943.875000 Penalty: 4712.603516
	Iteration 36Q: 3 clusters Score -1776944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1776941.625000 Penalty: 4712.603516
	Iteration 37Q: 3 clusters Score -1776942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1776944.750000 Penalty: 4712.603516
	Iteration 38Q: 3 clusters Score -1776945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1776948.875000 Penalty: 4712.603516
	Iteration 39Q: 3 clusters Score -1776949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1776952.125000 Penalty: 4712.603516
	Iteration 40F: 3 clusters Score -1776952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1776949.500000 Penalty: 4712.603516
	Iteration 41Q: 3 clusters Score -1776950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1776951.625000 Penalty: 4712.603516
	Iteration 42Q: 3 clusters Score -1776952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1776952.750000 Penalty: 4712.603516
	Iteration 43Q: 3 clusters Score -1776953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1776953.750000 Penalty: 4712.603516
	Iteration 44Q: 3 clusters Score -1776954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1776955.625000 Penalty: 4712.603516
	Iteration 45Q: 3 clusters Score -1776956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1776955.750000 Penalty: 4712.603516
	Iteration 46Q: 3 clusters Score -1776956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1776954.500000 Penalty: 4712.603516
	Iteration 47Q: 3 clusters Score -1776954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1776954.625000 Penalty: 4712.603516
	Iteration 48Q: 3 clusters Score -1776955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1776955.750000 Penalty: 4712.603516
	Iteration 49Q: 3 clusters Score -1776956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1776955.750000 Penalty: 4712.603516
	Iteration 50F: 3 clusters Score -1776956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 17617 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 24401 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 3904 members 
Mstep: Class 7 contains 5835 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 65543 members 
Mstep: Class 10 contains 1625 members 
Mstep: Class 11 contains 16538 members 
Mstep: Class 12 contains 257 members 
Mstep: Class 13 contains 31145 members 
Mstep: Class 14 contains 8224 members 
Mstep: Class 15 contains 8042 members 
Mstep: Class 16 contains 164125 members 
Mstep: Class 17 contains 1768 members 
Mstep: Class 18 contains 39839 members 
Mstep: Class 19 contains 3553 members 
Mstep: Class 20 contains 87720 members 
Mstep: Class 21 contains 14127 members 
Mstep: Class 22 contains 169351 members 
Mstep: Class 23 contains 4283 members 
Mstep: Class 24 contains 2373 members 
Mstep: Class 25 contains 18176 members 
Mstep: Class 26 contains 8037 members 
Mstep: Class 27 contains 10676 members 
Mstep: Class 28 contains 651 members 
Mstep: Class 29 contains 17844 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 2786 members 
Mstep: Class 32 contains 9823 members 
Entering Unmasked Estep 
Score: -100854376.000000 Penalty: 107499.523438
Splitting cluster 19 changes total score from -100826808.000000 to -100854376.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (87720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87720 members 
Entering Unmasked Estep 
Score: -11960234.000000 Penalty: 2822.712646
	Iteration 0F: 2 clusters Score -1.196023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -11901481.000000 Penalty: 5645.425293
	Iteration 0F: 3 clusters Score -1.190148e+07 nChanged 41323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -11924905.000000 Penalty: 5645.425293
	Iteration 1F: 3 clusters Score -1.19249e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -11926403.000000 Penalty: 5645.425293
	Iteration 2Q: 3 clusters Score -1.19264e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -11929134.000000 Penalty: 5645.425293
	Iteration 3F: 3 clusters Score -1.192913e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 61818 members 
Entering Unmasked Estep 
Score: -11933691.000000 Penalty: 5645.425293
	Iteration 4F: 3 clusters Score -1.193369e+07 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 69212 members 
Entering Unmasked Estep 
Score: -11940314.000000 Penalty: 5645.425293
	Iteration 5F: 3 clusters Score -1.194031e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 76371 members 
Entering Unmasked Estep 
Score: -11947222.000000 Penalty: 5645.425293
	Iteration 6F: 3 clusters Score -1.194722e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 81739 members 
Entering Unmasked Estep 
Score: -11952450.000000 Penalty: 5645.425293
	Iteration 7F: 3 clusters Score -1.195245e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 84843 members 
Entering Unmasked Estep 
Score: -11955407.000000 Penalty: 5645.425293
	Iteration 8Q: 3 clusters Score -1.195541e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 86234 members 
Entering Unmasked Estep 
Score: -11956702.000000 Penalty: 5645.425293
	Iteration 9Q: 3 clusters Score -1.19567e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 86828 members 
Entering Unmasked Estep 
Score: -11957263.000000 Penalty: 5645.425293
	Iteration 10Q: 3 clusters Score -1.195726e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 87057 members 
Entering Unmasked Estep 
Score: -11957472.000000 Penalty: 5645.425293
	Iteration 11Q: 3 clusters Score -1.195747e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 87139 members 
Entering Unmasked Estep 
Score: -11957572.000000 Penalty: 5645.425293
	Iteration 12Q: 3 clusters Score -1.195757e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 87179 members 
Entering Unmasked Estep 
Score: -11957608.000000 Penalty: 5645.425293
	Iteration 13Q: 3 clusters Score -1.195761e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 87203 members 
Entering Unmasked Estep 
Score: -11957640.000000 Penalty: 5645.425293
	Iteration 14Q: 3 clusters Score -1.195764e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 87220 members 
Entering Unmasked Estep 
Score: -11957671.000000 Penalty: 5645.425293
	Iteration 15Q: 3 clusters Score -1.195767e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 87234 members 
Entering Unmasked Estep 
Score: -11957696.000000 Penalty: 5645.425293
	Iteration 16Q: 3 clusters Score -1.19577e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 87235 members 
Entering Unmasked Estep 
Score: -11957717.000000 Penalty: 5645.425293
	Iteration 17Q: 3 clusters Score -1.195772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 87239 members 
Entering Unmasked Estep 
Score: -11957731.000000 Penalty: 5645.425293
	Iteration 18Q: 3 clusters Score -1.195773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 87246 members 
Entering Unmasked Estep 
Score: -11957745.000000 Penalty: 5645.425293
	Iteration 19Q: 3 clusters Score -1.195774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 87253 members 
Entering Unmasked Estep 
Score: -11957763.000000 Penalty: 5645.425293
	Iteration 20F: 3 clusters Score -1.195776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -11957773.000000 Penalty: 5645.425293
	Iteration 21Q: 3 clusters Score -1.195777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 87259 members 
Entering Unmasked Estep 
Score: -11957776.000000 Penalty: 5645.425293
	Iteration 22Q: 3 clusters Score -1.195778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 87260 members 
Entering Unmasked Estep 
Score: -11957767.000000 Penalty: 5645.425293
	Iteration 23Q: 3 clusters Score -1.195777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 87262 members 
Entering Unmasked Estep 
Score: -11957776.000000 Penalty: 5645.425293
	Iteration 24Q: 3 clusters Score -1.195778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 87262 members 
Entering Unmasked Estep 
Score: -11957776.000000 Penalty: 5645.425293
	Iteration 25Q: 3 clusters Score -1.195778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 87262 members 
Entering Unmasked Estep 
Score: -11957778.000000 Penalty: 5645.425293
	Iteration 26Q: 3 clusters Score -1.195778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -11957782.000000 Penalty: 5645.425293
	Iteration 27Q: 3 clusters Score -1.195778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -11957782.000000 Penalty: 5645.425293
	Iteration 28F: 3 clusters Score -1.195778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Entering Unmasked Estep 
Score: -1857581.125000 Penalty: 2369.849121
	Iteration 0F: 2 clusters Score -1857581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1847311.750000 Penalty: 4739.698242
	Iteration 0F: 3 clusters Score -1847312 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1851141.125000 Penalty: 4739.698242
	Iteration 1F: 3 clusters Score -1851141 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1852178.750000 Penalty: 4739.698242
	Iteration 2F: 3 clusters Score -1852179 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1853406.125000 Penalty: 4739.698242
	Iteration 3F: 3 clusters Score -1853406 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1854726.250000 Penalty: 4739.698242
	Iteration 4F: 3 clusters Score -1854726 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1855806.625000 Penalty: 4739.698242
	Iteration 5F: 3 clusters Score -1855807 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1856631.125000 Penalty: 4739.698242
	Iteration 6F: 3 clusters Score -1856631 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1857190.875000 Penalty: 4739.698242
	Iteration 7Q: 3 clusters Score -1857191 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1857450.000000 Penalty: 4739.698242
	Iteration 8Q: 3 clusters Score -1857450 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1857546.000000 Penalty: 4739.698242
	Iteration 9Q: 3 clusters Score -1857546 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1857600.250000 Penalty: 4739.698242
	Iteration 10Q: 3 clusters Score -1857600 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1857635.125000 Penalty: 4739.698242
	Iteration 11Q: 3 clusters Score -1857635 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1857663.500000 Penalty: 4739.698242
	Iteration 12Q: 3 clusters Score -1857664 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1857673.250000 Penalty: 4739.698242
	Iteration 13Q: 3 clusters Score -1857673 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1857694.375000 Penalty: 4739.698242
	Iteration 14Q: 3 clusters Score -1857694 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1857716.500000 Penalty: 4739.698242
	Iteration 15Q: 3 clusters Score -1857716 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1857735.625000 Penalty: 4739.698242
	Iteration 16Q: 3 clusters Score -1857736 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1857748.875000 Penalty: 4739.698242
	Iteration 17Q: 3 clusters Score -1857749 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1857767.500000 Penalty: 4739.698242
	Iteration 18Q: 3 clusters Score -1857768 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1857778.750000 Penalty: 4739.698242
	Iteration 19Q: 3 clusters Score -1857779 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1857793.625000 Penalty: 4739.698242
	Iteration 20F: 3 clusters Score -1857794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1857809.875000 Penalty: 4739.698242
	Iteration 21Q: 3 clusters Score -1857810 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1857820.500000 Penalty: 4739.698242
	Iteration 22Q: 3 clusters Score -1857820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1857832.750000 Penalty: 4739.698242
	Iteration 23Q: 3 clusters Score -1857833 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1857834.250000 Penalty: 4739.698242
	Iteration 24Q: 3 clusters Score -1857834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1857846.000000 Penalty: 4739.698242
	Iteration 25Q: 3 clusters Score -1857846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1857859.375000 Penalty: 4739.698242
	Iteration 26Q: 3 clusters Score -1857859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1857866.375000 Penalty: 4739.698242
	Iteration 27Q: 3 clusters Score -1857866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1857874.875000 Penalty: 4739.698242
	Iteration 28Q: 3 clusters Score -1857875 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1857876.125000 Penalty: 4739.698242
	Iteration 29Q: 3 clusters Score -1857876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1857884.125000 Penalty: 4739.698242
	Iteration 30Q: 3 clusters Score -1857884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1857887.125000 Penalty: 4739.698242
	Iteration 31Q: 3 clusters Score -1857887 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1857892.125000 Penalty: 4739.698242
	Iteration 32Q: 3 clusters Score -1857892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1857908.375000 Penalty: 4739.698242
	Iteration 33Q: 3 clusters Score -1857908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1857919.875000 Penalty: 4739.698242
	Iteration 34Q: 3 clusters Score -1857920 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1857930.750000 Penalty: 4739.698242
	Iteration 35Q: 3 clusters Score -1857931 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1857948.875000 Penalty: 4739.698242
	Iteration 36Q: 3 clusters Score -1857949 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1857978.250000 Penalty: 4739.698242
	Iteration 37Q: 3 clusters Score -1857978 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1858005.750000 Penalty: 4739.698242
	Iteration 38Q: 3 clusters Score -1858006 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1858029.625000 Penalty: 4739.698242
	Iteration 39Q: 3 clusters Score -1858030 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1858036.500000 Penalty: 4739.698242
	Iteration 40F: 3 clusters Score -1858036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1858042.125000 Penalty: 4739.698242
	Iteration 41Q: 3 clusters Score -1858042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1858046.375000 Penalty: 4739.698242
	Iteration 42Q: 3 clusters Score -1858046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1858051.750000 Penalty: 4739.698242
	Iteration 43Q: 3 clusters Score -1858052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1858061.875000 Penalty: 4739.698242
	Iteration 44Q: 3 clusters Score -1858062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1858065.250000 Penalty: 4739.698242
	Iteration 45Q: 3 clusters Score -1858065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1858070.125000 Penalty: 4739.698242
	Iteration 46Q: 3 clusters Score -1858070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1858072.375000 Penalty: 4739.698242
	Iteration 47Q: 3 clusters Score -1858072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1858075.125000 Penalty: 4739.698242
	Iteration 48Q: 3 clusters Score -1858075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1858074.875000 Penalty: 4739.698242
	Iteration 49Q: 3 clusters Score -1858075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1858074.500000 Penalty: 4739.698242
	Iteration 50Q: 3 clusters Score -1858074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1858082.750000 Penalty: 4739.698242
	Iteration 51Q: 3 clusters Score -1858083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1858083.500000 Penalty: 4739.698242
	Iteration 52Q: 3 clusters Score -1858084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1858083.250000 Penalty: 4739.698242
	Iteration 53Q: 3 clusters Score -1858083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1858083.875000 Penalty: 4739.698242
	Iteration 54Q: 3 clusters Score -1858084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1858082.625000 Penalty: 4739.698242
	Iteration 55Q: 3 clusters Score -1858083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1858082.500000 Penalty: 4739.698242
	Iteration 56Q: 3 clusters Score -1858082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1858083.250000 Penalty: 4739.698242
	Iteration 57Q: 3 clusters Score -1858083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1858082.000000 Penalty: 4739.698242
	Iteration 58Q: 3 clusters Score -1858082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1858082.250000 Penalty: 4739.698242
	Iteration 59Q: 3 clusters Score -1858082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1858080.125000 Penalty: 4739.698242
	Iteration 60F: 3 clusters Score -1858080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1858079.125000 Penalty: 4739.698242
	Iteration 61Q: 3 clusters Score -1858079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1858077.750000 Penalty: 4739.698242
	Iteration 62Q: 3 clusters Score -1858078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1858079.750000 Penalty: 4739.698242
	Iteration 63Q: 3 clusters Score -1858080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1858079.750000 Penalty: 4739.698242
	Iteration 64F: 3 clusters Score -1858080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 17617 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 24401 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 3904 members 
Mstep: Class 7 contains 5835 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 65543 members 
Mstep: Class 10 contains 1625 members 
Mstep: Class 11 contains 16538 members 
Mstep: Class 12 contains 257 members 
Mstep: Class 13 contains 31145 members 
Mstep: Class 14 contains 8224 members 
Mstep: Class 15 contains 8042 members 
Mstep: Class 16 contains 164125 members 
Mstep: Class 17 contains 1768 members 
Mstep: Class 18 contains 39839 members 
Mstep: Class 19 contains 3553 members 
Mstep: Class 20 contains 87720 members 
Mstep: Class 21 contains 6959 members 
Mstep: Class 22 contains 169351 members 
Mstep: Class 23 contains 4283 members 
Mstep: Class 24 contains 2373 members 
Mstep: Class 25 contains 18176 members 
Mstep: Class 26 contains 8037 members 
Mstep: Class 27 contains 10676 members 
Mstep: Class 28 contains 651 members 
Mstep: Class 29 contains 17844 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 2786 members 
Mstep: Class 32 contains 9823 members 
Mstep: Class 33 contains 7168 members 
Entering Unmasked Estep 
Score: -100853216.000000 Penalty: 110858.882812
Splitting cluster 21 changes total score from -100826808.000000 to -100853216.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (169351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169351 members 
Entering Unmasked Estep 
Score: -23145940.000000 Penalty: 2985.852783
	Iteration 0F: 2 clusters Score -2.314594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84582 members 
Mstep: Class 2 contains 84769 members 
Entering Unmasked Estep 
Score: -23032676.000000 Penalty: 5971.705566
	Iteration 0F: 3 clusters Score -2.303268e+07 nChanged 81354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84426 members 
Mstep: Class 2 contains 84925 members 
Entering Unmasked Estep 
Score: -23079918.000000 Penalty: 5971.705566
	Iteration 1F: 3 clusters Score -2.307992e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84029 members 
Mstep: Class 2 contains 85322 members 
Entering Unmasked Estep 
Score: -23081206.000000 Penalty: 5971.705566
	Iteration 2Q: 3 clusters Score -2.308121e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83379 members 
Mstep: Class 2 contains 85972 members 
Entering Unmasked Estep 
Score: -23082892.000000 Penalty: 5971.705566
	Iteration 3Q: 3 clusters Score -2.308289e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82397 members 
Mstep: Class 2 contains 86954 members 
Entering Unmasked Estep 
Score: -23084820.000000 Penalty: 5971.705566
	Iteration 4Q: 3 clusters Score -2.308482e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 88207 members 
Entering Unmasked Estep 
Score: -23087604.000000 Penalty: 5971.705566
	Iteration 5Q: 3 clusters Score -2.30876e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79312 members 
Mstep: Class 2 contains 90039 members 
Entering Unmasked Estep 
Score: -23091456.000000 Penalty: 5971.705566
	Iteration 6Q: 3 clusters Score -2.309146e+07 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76996 members 
Mstep: Class 2 contains 92355 members 
Entering Unmasked Estep 
Score: -23096594.000000 Penalty: 5971.705566
	Iteration 7F: 3 clusters Score -2.309659e+07 nChanged 9843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74675 members 
Mstep: Class 2 contains 94676 members 
Entering Unmasked Estep 
Score: -23103238.000000 Penalty: 5971.705566
	Iteration 8F: 3 clusters Score -2.310324e+07 nChanged 9891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72528 members 
Mstep: Class 2 contains 96823 members 
Entering Unmasked Estep 
Score: -23109294.000000 Penalty: 5971.705566
	Iteration 9F: 3 clusters Score -2.310929e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -23113386.000000 Penalty: 5971.705566
	Iteration 10Q: 3 clusters Score -2.311339e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69455 members 
Mstep: Class 2 contains 99896 members 
Entering Unmasked Estep 
Score: -23114880.000000 Penalty: 5971.705566
	Iteration 11Q: 3 clusters Score -2.311488e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68122 members 
Mstep: Class 2 contains 101229 members 
Entering Unmasked Estep 
Score: -23115476.000000 Penalty: 5971.705566
	Iteration 12Q: 3 clusters Score -2.311548e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66685 members 
Mstep: Class 2 contains 102666 members 
Entering Unmasked Estep 
Score: -23115848.000000 Penalty: 5971.705566
	Iteration 13Q: 3 clusters Score -2.311585e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 104154 members 
Entering Unmasked Estep 
Score: -23116238.000000 Penalty: 5971.705566
	Iteration 14Q: 3 clusters Score -2.311624e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 105782 members 
Entering Unmasked Estep 
Score: -23116622.000000 Penalty: 5971.705566
	Iteration 15Q: 3 clusters Score -2.311662e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 107527 members 
Entering Unmasked Estep 
Score: -23116986.000000 Penalty: 5971.705566
	Iteration 16Q: 3 clusters Score -2.311699e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 109496 members 
Entering Unmasked Estep 
Score: -23117354.000000 Penalty: 5971.705566
	Iteration 17Q: 3 clusters Score -2.311735e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 111549 members 
Entering Unmasked Estep 
Score: -23117886.000000 Penalty: 5971.705566
	Iteration 18Q: 3 clusters Score -2.311789e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 113842 members 
Entering Unmasked Estep 
Score: -23118438.000000 Penalty: 5971.705566
	Iteration 19Q: 3 clusters Score -2.311844e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 116308 members 
Entering Unmasked Estep 
Score: -23119020.000000 Penalty: 5971.705566
	Iteration 20F: 3 clusters Score -2.311902e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 118838 members 
Entering Unmasked Estep 
Score: -23119724.000000 Penalty: 5971.705566
	Iteration 21Q: 3 clusters Score -2.311972e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 121513 members 
Entering Unmasked Estep 
Score: -23120522.000000 Penalty: 5971.705566
	Iteration 22Q: 3 clusters Score -2.312052e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 124398 members 
Entering Unmasked Estep 
Score: -23121310.000000 Penalty: 5971.705566
	Iteration 23Q: 3 clusters Score -2.312131e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 127389 members 
Entering Unmasked Estep 
Score: -23122274.000000 Penalty: 5971.705566
	Iteration 24Q: 3 clusters Score -2.312227e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 130416 members 
Entering Unmasked Estep 
Score: -23123386.000000 Penalty: 5971.705566
	Iteration 25Q: 3 clusters Score -2.312339e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 133510 members 
Entering Unmasked Estep 
Score: -23124608.000000 Penalty: 5971.705566
	Iteration 26Q: 3 clusters Score -2.312461e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 136618 members 
Entering Unmasked Estep 
Score: -23125944.000000 Penalty: 5971.705566
	Iteration 27Q: 3 clusters Score -2.312594e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 139803 members 
Entering Unmasked Estep 
Score: -23127504.000000 Penalty: 5971.705566
	Iteration 28Q: 3 clusters Score -2.31275e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 143071 members 
Entering Unmasked Estep 
Score: -23128982.000000 Penalty: 5971.705566
	Iteration 29Q: 3 clusters Score -2.312898e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 146282 members 
Entering Unmasked Estep 
Score: -23130684.000000 Penalty: 5971.705566
	Iteration 30Q: 3 clusters Score -2.313068e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 149322 members 
Entering Unmasked Estep 
Score: -23132374.000000 Penalty: 5971.705566
	Iteration 31Q: 3 clusters Score -2.313237e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 152069 members 
Entering Unmasked Estep 
Score: -23134108.000000 Penalty: 5971.705566
	Iteration 32Q: 3 clusters Score -2.313411e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 154500 members 
Entering Unmasked Estep 
Score: -23135764.000000 Penalty: 5971.705566
	Iteration 33Q: 3 clusters Score -2.313576e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 156591 members 
Entering Unmasked Estep 
Score: -23137222.000000 Penalty: 5971.705566
	Iteration 34Q: 3 clusters Score -2.313722e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 158343 members 
Entering Unmasked Estep 
Score: -23138400.000000 Penalty: 5971.705566
	Iteration 35Q: 3 clusters Score -2.31384e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 159782 members 
Entering Unmasked Estep 
Score: -23139402.000000 Penalty: 5971.705566
	Iteration 36Q: 3 clusters Score -2.31394e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 160952 members 
Entering Unmasked Estep 
Score: -23140190.000000 Penalty: 5971.705566
	Iteration 37Q: 3 clusters Score -2.314019e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 161935 members 
Entering Unmasked Estep 
Score: -23140658.000000 Penalty: 5971.705566
	Iteration 38Q: 3 clusters Score -2.314066e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 162741 members 
Entering Unmasked Estep 
Score: -23141064.000000 Penalty: 5971.705566
	Iteration 39Q: 3 clusters Score -2.314106e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 163443 members 
Entering Unmasked Estep 
Score: -23141368.000000 Penalty: 5971.705566
	Iteration 40F: 3 clusters Score -2.314137e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 164021 members 
Entering Unmasked Estep 
Score: -23141610.000000 Penalty: 5971.705566
	Iteration 41Q: 3 clusters Score -2.314161e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 164523 members 
Entering Unmasked Estep 
Score: -23141826.000000 Penalty: 5971.705566
	Iteration 42Q: 3 clusters Score -2.314183e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 165017 members 
Entering Unmasked Estep 
Score: -23141986.000000 Penalty: 5971.705566
	Iteration 43Q: 3 clusters Score -2.314199e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 165414 members 
Entering Unmasked Estep 
Score: -23142108.000000 Penalty: 5971.705566
	Iteration 44Q: 3 clusters Score -2.314211e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 165772 members 
Entering Unmasked Estep 
Score: -23142260.000000 Penalty: 5971.705566
	Iteration 45Q: 3 clusters Score -2.314226e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 166114 members 
Entering Unmasked Estep 
Score: -23142374.000000 Penalty: 5971.705566
	Iteration 46Q: 3 clusters Score -2.314237e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 166418 members 
Entering Unmasked Estep 
Score: -23142536.000000 Penalty: 5971.705566
	Iteration 47Q: 3 clusters Score -2.314254e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 166666 members 
Entering Unmasked Estep 
Score: -23142648.000000 Penalty: 5971.705566
	Iteration 48Q: 3 clusters Score -2.314265e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 166905 members 
Entering Unmasked Estep 
Score: -23142774.000000 Penalty: 5971.705566
	Iteration 49Q: 3 clusters Score -2.314277e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 167118 members 
Entering Unmasked Estep 
Score: -23142858.000000 Penalty: 5971.705566
	Iteration 50Q: 3 clusters Score -2.314286e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 167305 members 
Entering Unmasked Estep 
Score: -23142948.000000 Penalty: 5971.705566
	Iteration 51Q: 3 clusters Score -2.314295e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 167465 members 
Entering Unmasked Estep 
Score: -23142998.000000 Penalty: 5971.705566
	Iteration 52Q: 3 clusters Score -2.3143e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 167599 members 
Entering Unmasked Estep 
Score: -23143056.000000 Penalty: 5971.705566
	Iteration 53Q: 3 clusters Score -2.314306e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 167706 members 
Entering Unmasked Estep 
Score: -23143110.000000 Penalty: 5971.705566
	Iteration 54Q: 3 clusters Score -2.314311e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 167813 members 
Entering Unmasked Estep 
Score: -23143130.000000 Penalty: 5971.705566
	Iteration 55Q: 3 clusters Score -2.314313e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 167907 members 
Entering Unmasked Estep 
Score: -23143168.000000 Penalty: 5971.705566
	Iteration 56Q: 3 clusters Score -2.314317e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 167984 members 
Entering Unmasked Estep 
Score: -23143210.000000 Penalty: 5971.705566
	Iteration 57Q: 3 clusters Score -2.314321e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 168059 members 
Entering Unmasked Estep 
Score: -23143262.000000 Penalty: 5971.705566
	Iteration 58Q: 3 clusters Score -2.314326e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 168119 members 
Entering Unmasked Estep 
Score: -23143228.000000 Penalty: 5971.705566
	Iteration 59Q: 3 clusters Score -2.314323e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 168166 members 
Entering Unmasked Estep 
Score: -23143256.000000 Penalty: 5971.705566
	Iteration 60F: 3 clusters Score -2.314326e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 168213 members 
Entering Unmasked Estep 
Score: -23143276.000000 Penalty: 5971.705566
	Iteration 61Q: 3 clusters Score -2.314328e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 168248 members 
Entering Unmasked Estep 
Score: -23143288.000000 Penalty: 5971.705566
	Iteration 62Q: 3 clusters Score -2.314329e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 168289 members 
Entering Unmasked Estep 
Score: -23143318.000000 Penalty: 5971.705566
	Iteration 63Q: 3 clusters Score -2.314332e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 168311 members 
Entering Unmasked Estep 
Score: -23143304.000000 Penalty: 5971.705566
	Iteration 64Q: 3 clusters Score -2.31433e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 168332 members 
Entering Unmasked Estep 
Score: -23143348.000000 Penalty: 5971.705566
	Iteration 65Q: 3 clusters Score -2.314335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 168353 members 
Entering Unmasked Estep 
Score: -23143372.000000 Penalty: 5971.705566
	Iteration 66Q: 3 clusters Score -2.314337e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 168375 members 
Entering Unmasked Estep 
Score: -23143360.000000 Penalty: 5971.705566
	Iteration 67Q: 3 clusters Score -2.314336e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 168394 members 
Entering Unmasked Estep 
Score: -23143374.000000 Penalty: 5971.705566
	Iteration 68Q: 3 clusters Score -2.314337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 168401 members 
Entering Unmasked Estep 
Score: -23143376.000000 Penalty: 5971.705566
	Iteration 69Q: 3 clusters Score -2.314338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 168407 members 
Entering Unmasked Estep 
Score: -23143388.000000 Penalty: 5971.705566
	Iteration 70Q: 3 clusters Score -2.314339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 168414 members 
Entering Unmasked Estep 
Score: -23143370.000000 Penalty: 5971.705566
	Iteration 71Q: 3 clusters Score -2.314337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 168420 members 
Entering Unmasked Estep 
Score: -23143368.000000 Penalty: 5971.705566
	Iteration 72Q: 3 clusters Score -2.314337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 168426 members 
Entering Unmasked Estep 
Score: -23143366.000000 Penalty: 5971.705566
	Iteration 73Q: 3 clusters Score -2.314337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 168432 members 
Entering Unmasked Estep 
Score: -23143376.000000 Penalty: 5971.705566
	Iteration 74Q: 3 clusters Score -2.314338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 168435 members 
Entering Unmasked Estep 
Score: -23143372.000000 Penalty: 5971.705566
	Iteration 75Q: 3 clusters Score -2.314337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 168438 members 
Entering Unmasked Estep 
Score: -23143376.000000 Penalty: 5971.705566
	Iteration 76Q: 3 clusters Score -2.314338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 168443 members 
Entering Unmasked Estep 
Score: -23143396.000000 Penalty: 5971.705566
	Iteration 77Q: 3 clusters Score -2.31434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 168447 members 
Entering Unmasked Estep 
Score: -23143388.000000 Penalty: 5971.705566
	Iteration 78Q: 3 clusters Score -2.314339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 168450 members 
Entering Unmasked Estep 
Score: -23143390.000000 Penalty: 5971.705566
	Iteration 79Q: 3 clusters Score -2.314339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 168453 members 
Entering Unmasked Estep 
Score: -23143380.000000 Penalty: 5971.705566
	Iteration 80F: 3 clusters Score -2.314338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 168455 members 
Entering Unmasked Estep 
Score: -23143382.000000 Penalty: 5971.705566
	Iteration 81Q: 3 clusters Score -2.314338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 168458 members 
Entering Unmasked Estep 
Score: -23143376.000000 Penalty: 5971.705566
	Iteration 82Q: 3 clusters Score -2.314338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 168459 members 
Entering Unmasked Estep 
Score: -23143390.000000 Penalty: 5971.705566
	Iteration 83Q: 3 clusters Score -2.314339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 168461 members 
Entering Unmasked Estep 
Score: -23143392.000000 Penalty: 5971.705566
	Iteration 84Q: 3 clusters Score -2.314339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 168462 members 
Entering Unmasked Estep 
Score: -23143388.000000 Penalty: 5971.705566
	Iteration 85Q: 3 clusters Score -2.314339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 168462 members 
Entering Unmasked Estep 
Score: -23143388.000000 Penalty: 5971.705566
	Iteration 86F: 3 clusters Score -2.314339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 17617 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 24401 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 3904 members 
Mstep: Class 7 contains 5835 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 65543 members 
Mstep: Class 10 contains 1625 members 
Mstep: Class 12 contains 257 members 
Mstep: Class 13 contains 31145 members 
Mstep: Class 14 contains 8224 members 
Mstep: Class 15 contains 8042 members 
Mstep: Class 16 contains 164125 members 
Mstep: Class 17 contains 1768 members 
Mstep: Class 18 contains 39839 members 
Mstep: Class 19 contains 3553 members 
Mstep: Class 20 contains 87720 members 
Mstep: Class 21 contains 6959 members 
Mstep: Class 22 contains 169351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100862808.000000 Penalty: 110858.882812
Iteration 39Q: 34 clusters Score -1.008628e+08 nChanged 15155
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 17290 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 24853 members 
Mstep: Class 5 contains 2473 members 
Mstep: Class 6 contains 4063 members 
Mstep: Class 7 contains 5913 members 
Mstep: Class 8 contains 2035 members 
Mstep: Class 9 contains 65624 members 
Mstep: Class 10 contains 1619 members 
Mstep: Class 11 contains 17609 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 32667 members 
Mstep: Class 14 contains 8320 members 
Mstep: Class 15 contains 8019 members 
Mstep: Class 16 contains 163631 members 
Mstep: Class 17 contains 1765 members 
Mstep: Class 18 contains 39922 members 
Mstep: Class 19 contains 3589 members 
Mstep: Class 20 contains 87455 members 
Mstep: Class 21 contains 6939 members 
Mstep: Class 22 contains 169387 members 
Mstep: Class 23 contains 4017 members 
Mstep: Class 24 contains 2542 members 
Mstep: Class 25 contains 16765 members 
Mstep: Class 26 contains 7834 members 
Mstep: Class 27 contains 10357 members 
Mstep: Class 28 contains 681 members 
Mstep: Class 29 contains 16687 members 
Mstep: Class 30 contains 642 members 
Mstep: Class 31 contains 3071 members 
Mstep: Class 32 contains 9847 members 
Mstep: Class 33 contains 7145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100872336.000000 Penalty: 110858.882812
Iteration 40F: 34 clusters Score -1.008723e+08 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 17022 members 
Mstep: Class 3 contains 2465 members 
Mstep: Class 4 contains 25161 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 4130 members 
Mstep: Class 7 contains 5769 members 
Mstep: Class 8 contains 2051 members 
Mstep: Class 9 contains 65315 members 
Mstep: Class 10 contains 1621 members 
Mstep: Class 11 contains 18369 members 
Mstep: Class 12 contains 267 members 
Mstep: Class 13 contains 33113 members 
Mstep: Class 14 contains 8288 members 
Mstep: Class 15 contains 7940 members 
Mstep: Class 16 contains 162890 members 
Mstep: Class 17 contains 1765 members 
Mstep: Class 18 contains 39176 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 87224 members 
Mstep: Class 21 contains 6945 members 
Mstep: Class 22 contains 168952 members 
Mstep: Class 23 contains 4168 members 
Mstep: Class 24 contains 3383 members 
Mstep: Class 25 contains 16783 members 
Mstep: Class 26 contains 8048 members 
Mstep: Class 27 contains 10646 members 
Mstep: Class 28 contains 732 members 
Mstep: Class 29 contains 17130 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 3219 members 
Mstep: Class 32 contains 10018 members 
Mstep: Class 33 contains 7383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100877256.000000 Penalty: 110858.882812
Iteration 41Q: 34 clusters Score -1.008773e+08 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 16847 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 25399 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 4202 members 
Mstep: Class 7 contains 5693 members 
Mstep: Class 8 contains 2059 members 
Mstep: Class 9 contains 64980 members 
Mstep: Class 10 contains 1625 members 
Mstep: Class 11 contains 18846 members 
Mstep: Class 12 contains 277 members 
Mstep: Class 13 contains 33436 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 7887 members 
Mstep: Class 16 contains 162398 members 
Mstep: Class 17 contains 1763 members 
Mstep: Class 18 contains 38687 members 
Mstep: Class 19 contains 3512 members 
Mstep: Class 20 contains 87034 members 
Mstep: Class 21 contains 6987 members 
Mstep: Class 22 contains 168647 members 
Mstep: Class 23 contains 4266 members 
Mstep: Class 24 contains 4096 members 
Mstep: Class 25 contains 16701 members 
Mstep: Class 26 contains 8190 members 
Mstep: Class 27 contains 10798 members 
Mstep: Class 28 contains 759 members 
Mstep: Class 29 contains 17301 members 
Mstep: Class 30 contains 625 members 
Mstep: Class 31 contains 3318 members 
Mstep: Class 32 contains 10102 members 
Mstep: Class 33 contains 7475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100879568.000000 Penalty: 110858.882812
Iteration 42Q: 34 clusters Score -1.008796e+08 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 16717 members 
Mstep: Class 3 contains 2130 members 
Mstep: Class 4 contains 25570 members 
Mstep: Class 5 contains 2055 members 
Mstep: Class 6 contains 4275 members 
Mstep: Class 7 contains 5671 members 
Mstep: Class 8 contains 2070 members 
Mstep: Class 9 contains 64668 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 11 contains 19183 members 
Mstep: Class 12 contains 280 members 
Mstep: Class 13 contains 33615 members 
Mstep: Class 14 contains 8531 members 
Mstep: Class 15 contains 7844 members 
Mstep: Class 16 contains 162067 members 
Mstep: Class 17 contains 1759 members 
Mstep: Class 18 contains 38384 members 
Mstep: Class 19 contains 3493 members 
Mstep: Class 20 contains 86898 members 
Mstep: Class 21 contains 7030 members 
Mstep: Class 22 contains 168436 members 
Mstep: Class 23 contains 4356 members 
Mstep: Class 24 contains 4601 members 
Mstep: Class 25 contains 16620 members 
Mstep: Class 26 contains 8281 members 
Mstep: Class 27 contains 10846 members 
Mstep: Class 28 contains 784 members 
Mstep: Class 29 contains 17396 members 
Mstep: Class 30 contains 626 members 
Mstep: Class 31 contains 3373 members 
Mstep: Class 32 contains 10153 members 
Mstep: Class 33 contains 7524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100881176.000000 Penalty: 110858.882812
Iteration 43Q: 34 clusters Score -1.008812e+08 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 16613 members 
Mstep: Class 3 contains 2056 members 
Mstep: Class 4 contains 25683 members 
Mstep: Class 5 contains 1988 members 
Mstep: Class 6 contains 4336 members 
Mstep: Class 7 contains 5663 members 
Mstep: Class 8 contains 2077 members 
Mstep: Class 9 contains 64350 members 
Mstep: Class 10 contains 1638 members 
Mstep: Class 11 contains 19465 members 
Mstep: Class 12 contains 288 members 
Mstep: Class 13 contains 33744 members 
Mstep: Class 14 contains 8709 members 
Mstep: Class 15 contains 7791 members 
Mstep: Class 16 contains 161837 members 
Mstep: Class 17 contains 1757 members 
Mstep: Class 18 contains 38183 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 86809 members 
Mstep: Class 21 contains 7092 members 
Mstep: Class 22 contains 168285 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 16538 members 
Mstep: Class 26 contains 8327 members 
Mstep: Class 27 contains 10863 members 
Mstep: Class 28 contains 798 members 
Mstep: Class 29 contains 17439 members 
Mstep: Class 30 contains 620 members 
Mstep: Class 31 contains 3445 members 
Mstep: Class 32 contains 10185 members 
Mstep: Class 33 contains 7528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100882048.000000 Penalty: 110858.882812
Iteration 44Q: 34 clusters Score -1.00882e+08 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 16547 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 25736 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 5648 members 
Mstep: Class 8 contains 2087 members 
Mstep: Class 9 contains 64083 members 
Mstep: Class 10 contains 1644 members 
Mstep: Class 11 contains 19684 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 33828 members 
Mstep: Class 14 contains 8883 members 
Mstep: Class 15 contains 7754 members 
Mstep: Class 16 contains 161680 members 
Mstep: Class 17 contains 1752 members 
Mstep: Class 18 contains 38055 members 
Mstep: Class 19 contains 3475 members 
Mstep: Class 20 contains 86751 members 
Mstep: Class 21 contains 7155 members 
Mstep: Class 22 contains 168181 members 
Mstep: Class 23 contains 4498 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 16451 members 
Mstep: Class 26 contains 8357 members 
Mstep: Class 27 contains 10901 members 
Mstep: Class 28 contains 803 members 
Mstep: Class 29 contains 17464 members 
Mstep: Class 30 contains 621 members 
Mstep: Class 31 contains 3495 members 
Mstep: Class 32 contains 10209 members 
Mstep: Class 33 contains 7510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100883064.000000 Penalty: 110858.882812
Iteration 45Q: 34 clusters Score -1.008831e+08 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 16491 members 
Mstep: Class 3 contains 1971 members 
Mstep: Class 4 contains 25782 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 4425 members 
Mstep: Class 7 contains 5633 members 
Mstep: Class 8 contains 2088 members 
Mstep: Class 9 contains 63847 members 
Mstep: Class 10 contains 1645 members 
Mstep: Class 11 contains 19843 members 
Mstep: Class 12 contains 293 members 
Mstep: Class 13 contains 33891 members 
Mstep: Class 14 contains 9054 members 
Mstep: Class 15 contains 7716 members 
Mstep: Class 16 contains 161557 members 
Mstep: Class 17 contains 1743 members 
Mstep: Class 18 contains 37955 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 86693 members 
Mstep: Class 21 contains 7202 members 
Mstep: Class 22 contains 168110 members 
Mstep: Class 23 contains 4530 members 
Mstep: Class 24 contains 5568 members 
Mstep: Class 25 contains 16385 members 
Mstep: Class 26 contains 8374 members 
Mstep: Class 27 contains 10929 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 17483 members 
Mstep: Class 30 contains 630 members 
Mstep: Class 31 contains 3544 members 
Mstep: Class 32 contains 10233 members 
Mstep: Class 33 contains 7510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100883440.000000 Penalty: 110858.882812
Iteration 46Q: 34 clusters Score -1.008834e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 16453 members 
Mstep: Class 3 contains 1948 members 
Mstep: Class 4 contains 25821 members 
Mstep: Class 5 contains 1931 members 
Mstep: Class 6 contains 4462 members 
Mstep: Class 7 contains 5629 members 
Mstep: Class 8 contains 2090 members 
Mstep: Class 9 contains 63645 members 
Mstep: Class 10 contains 1645 members 
Mstep: Class 11 contains 19991 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 33956 members 
Mstep: Class 14 contains 9215 members 
Mstep: Class 15 contains 7687 members 
Mstep: Class 16 contains 161429 members 
Mstep: Class 17 contains 1738 members 
Mstep: Class 18 contains 37879 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 86623 members 
Mstep: Class 21 contains 7238 members 
Mstep: Class 22 contains 168065 members 
Mstep: Class 23 contains 4539 members 
Mstep: Class 24 contains 5770 members 
Mstep: Class 25 contains 16303 members 
Mstep: Class 26 contains 8397 members 
Mstep: Class 27 contains 10974 members 
Mstep: Class 28 contains 805 members 
Mstep: Class 29 contains 17472 members 
Mstep: Class 30 contains 635 members 
Mstep: Class 31 contains 3600 members 
Mstep: Class 32 contains 10252 members 
Mstep: Class 33 contains 7513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100884232.000000 Penalty: 110858.882812
Iteration 47Q: 34 clusters Score -1.008842e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 16415 members 
Mstep: Class 3 contains 1921 members 
Mstep: Class 4 contains 25855 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 5641 members 
Mstep: Class 8 contains 2093 members 
Mstep: Class 9 contains 63465 members 
Mstep: Class 10 contains 1645 members 
Mstep: Class 11 contains 20105 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 34001 members 
Mstep: Class 14 contains 9366 members 
Mstep: Class 15 contains 7665 members 
Mstep: Class 16 contains 161365 members 
Mstep: Class 17 contains 1734 members 
Mstep: Class 18 contains 37826 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 86582 members 
Mstep: Class 21 contains 7275 members 
Mstep: Class 22 contains 168027 members 
Mstep: Class 23 contains 4538 members 
Mstep: Class 24 contains 5924 members 
Mstep: Class 25 contains 16209 members 
Mstep: Class 26 contains 8414 members 
Mstep: Class 27 contains 11001 members 
Mstep: Class 28 contains 807 members 
Mstep: Class 29 contains 17442 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 3678 members 
Mstep: Class 32 contains 10265 members 
Mstep: Class 33 contains 7517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100884312.000000 Penalty: 110858.882812
Iteration 48Q: 34 clusters Score -1.008843e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 16389 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 25871 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 4521 members 
Mstep: Class 7 contains 5627 members 
Mstep: Class 8 contains 2095 members 
Mstep: Class 9 contains 63299 members 
Mstep: Class 10 contains 1645 members 
Mstep: Class 11 contains 20189 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 34026 members 
Mstep: Class 14 contains 9512 members 
Mstep: Class 15 contains 7653 members 
Mstep: Class 16 contains 161333 members 
Mstep: Class 17 contains 1733 members 
Mstep: Class 18 contains 37786 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 86561 members 
Mstep: Class 21 contains 7309 members 
Mstep: Class 22 contains 167993 members 
Mstep: Class 23 contains 4541 members 
Mstep: Class 24 contains 6042 members 
Mstep: Class 25 contains 16130 members 
Mstep: Class 26 contains 8426 members 
Mstep: Class 27 contains 11029 members 
Mstep: Class 28 contains 808 members 
Mstep: Class 29 contains 17414 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 3758 members 
Mstep: Class 32 contains 10281 members 
Mstep: Class 33 contains 7520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100884632.000000 Penalty: 110858.882812
Iteration 49Q: 34 clusters Score -1.008846e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 16366 members 
Mstep: Class 3 contains 1881 members 
Mstep: Class 4 contains 25895 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 4540 members 
Mstep: Class 7 contains 5645 members 
Mstep: Class 8 contains 2097 members 
Mstep: Class 9 contains 63173 members 
Mstep: Class 10 contains 1645 members 
Mstep: Class 11 contains 20269 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 34058 members 
Mstep: Class 14 contains 9609 members 
Mstep: Class 15 contains 7643 members 
Mstep: Class 16 contains 161287 members 
Mstep: Class 17 contains 1732 members 
Mstep: Class 18 contains 37762 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 86541 members 
Mstep: Class 21 contains 7345 members 
Mstep: Class 22 contains 167962 members 
Mstep: Class 23 contains 4535 members 
Mstep: Class 24 contains 6133 members 
Mstep: Class 25 contains 16063 members 
Mstep: Class 26 contains 8427 members 
Mstep: Class 27 contains 11052 members 
Mstep: Class 28 contains 808 members 
Mstep: Class 29 contains 17367 members 
Mstep: Class 30 contains 641 members 
Mstep: Class 31 contains 3830 members 
Mstep: Class 32 contains 10300 members 
Mstep: Class 33 contains 7511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100884704.000000 Penalty: 110858.882812
Iteration 50Q: 34 clusters Score -1.008847e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 16349 members 
Mstep: Class 3 contains 1876 members 
Mstep: Class 4 contains 25909 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 4557 members 
Mstep: Class 7 contains 5662 members 
Mstep: Class 8 contains 2097 members 
Mstep: Class 9 contains 63064 members 
Mstep: Class 10 contains 1645 members 
Mstep: Class 11 contains 20336 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 34074 members 
Mstep: Class 14 contains 9706 members 
Mstep: Class 15 contains 7621 members 
Mstep: Class 16 contains 161283 members 
Mstep: Class 17 contains 1732 members 
Mstep: Class 18 contains 37742 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 86515 members 
Mstep: Class 21 contains 7381 members 
Mstep: Class 22 contains 167942 members 
Mstep: Class 23 contains 4520 members 
Mstep: Class 24 contains 6203 members 
Mstep: Class 25 contains 15988 members 
Mstep: Class 26 contains 8433 members 
Mstep: Class 27 contains 11059 members 
Mstep: Class 28 contains 808 members 
Mstep: Class 29 contains 17335 members 
Mstep: Class 30 contains 641 members 
Mstep: Class 31 contains 3910 members 
Mstep: Class 32 contains 10311 members 
Mstep: Class 33 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100885016.000000 Penalty: 110858.882812
Iteration 51Q: 34 clusters Score -1.00885e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 16331 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 25924 members 
Mstep: Class 5 contains 1972 members 
Mstep: Class 6 contains 4570 members 
Mstep: Class 7 contains 5694 members 
Mstep: Class 8 contains 2100 members 
Mstep: Class 9 contains 62995 members 
Mstep: Class 10 contains 1646 members 
Mstep: Class 11 contains 20377 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 34099 members 
Mstep: Class 14 contains 9783 members 
Mstep: Class 15 contains 7602 members 
Mstep: Class 16 contains 161260 members 
Mstep: Class 17 contains 1732 members 
Mstep: Class 18 contains 37723 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 86498 members 
Mstep: Class 21 contains 7418 members 
Mstep: Class 22 contains 167945 members 
Mstep: Class 23 contains 4514 members 
Mstep: Class 24 contains 6249 members 
Mstep: Class 25 contains 15912 members 
Mstep: Class 26 contains 8434 members 
Mstep: Class 27 contains 11068 members 
Mstep: Class 28 contains 808 members 
Mstep: Class 29 contains 17290 members 
Mstep: Class 30 contains 641 members 
Mstep: Class 31 contains 3979 members 
Mstep: Class 32 contains 10317 members 
Mstep: Class 33 contains 7496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100885296.000000 Penalty: 110858.882812
Iteration 52Q: 34 clusters Score -1.008853e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 16317 members 
Mstep: Class 3 contains 1864 members 
Mstep: Class 4 contains 25938 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 4585 members 
Mstep: Class 7 contains 5721 members 
Mstep: Class 8 contains 2103 members 
Mstep: Class 9 contains 62921 members 
Mstep: Class 10 contains 1646 members 
Mstep: Class 11 contains 20418 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 34115 members 
Mstep: Class 14 contains 9844 members 
Mstep: Class 15 contains 7585 members 
Mstep: Class 16 contains 161227 members 
Mstep: Class 17 contains 1732 members 
Mstep: Class 18 contains 37693 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 86481 members 
Mstep: Class 21 contains 7463 members 
Mstep: Class 22 contains 167934 members 
Mstep: Class 23 contains 4508 members 
Mstep: Class 24 contains 6297 members 
Mstep: Class 25 contains 15871 members 
Mstep: Class 26 contains 8431 members 
Mstep: Class 27 contains 11078 members 
Mstep: Class 28 contains 808 members 
Mstep: Class 29 contains 17269 members 
Mstep: Class 30 contains 641 members 
Mstep: Class 31 contains 4035 members 
Mstep: Class 32 contains 10324 members 
Mstep: Class 33 contains 7485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100885312.000000 Penalty: 110858.882812
Iteration 53Q: 34 clusters Score -1.008853e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 16310 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 25951 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 4598 members 
Mstep: Class 7 contains 5754 members 
Mstep: Class 8 contains 2103 members 
Mstep: Class 9 contains 62841 members 
Mstep: Class 10 contains 1646 members 
Mstep: Class 11 contains 20460 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 34133 members 
Mstep: Class 14 contains 9918 members 
Mstep: Class 15 contains 7561 members 
Mstep: Class 16 contains 161198 members 
Mstep: Class 17 contains 1732 members 
Mstep: Class 18 contains 37675 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 86473 members 
Mstep: Class 21 contains 7507 members 
Mstep: Class 22 contains 167917 members 
Mstep: Class 23 contains 4511 members 
Mstep: Class 24 contains 6328 members 
Mstep: Class 25 contains 15835 members 
Mstep: Class 26 contains 8427 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 809 members 
Mstep: Class 29 contains 17249 members 
Mstep: Class 30 contains 641 members 
Mstep: Class 31 contains 4085 members 
Mstep: Class 32 contains 10333 members 
Mstep: Class 33 contains 7460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100885224.000000 Penalty: 110858.882812
Iteration 54Q: 34 clusters Score -1.008852e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 16301 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 25957 members 
Mstep: Class 5 contains 2028 members 
Mstep: Class 6 contains 4612 members 
Mstep: Class 7 contains 5773 members 
Mstep: Class 8 contains 2103 members 
Mstep: Class 9 contains 62777 members 
Mstep: Class 10 contains 1646 members 
Mstep: Class 11 contains 20489 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 34139 members 
Mstep: Class 14 contains 9973 members 
Mstep: Class 15 contains 7544 members 
Mstep: Class 16 contains 161176 members 
Mstep: Class 17 contains 1732 members 
Mstep: Class 18 contains 37666 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 86471 members 
Mstep: Class 21 contains 7543 members 
Mstep: Class 22 contains 167919 members 
Mstep: Class 23 contains 4511 members 
Mstep: Class 24 contains 6368 members 
Mstep: Class 25 contains 15789 members 
Mstep: Class 26 contains 8429 members 
Mstep: Class 27 contains 11101 members 
Mstep: Class 28 contains 809 members 
Mstep: Class 29 contains 17236 members 
Mstep: Class 30 contains 641 members 
Mstep: Class 31 contains 4112 members 
Mstep: Class 32 contains 10339 members 
Mstep: Class 33 contains 7440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100885496.000000 Penalty: 110858.882812
Iteration 55Q: 34 clusters Score -1.008855e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 16297 members 
Mstep: Class 3 contains 1829 members 
Mstep: Class 4 contains 25969 members 
Mstep: Class 5 contains 2049 members 
Mstep: Class 6 contains 4625 members 
Mstep: Class 7 contains 5791 members 
Mstep: Class 8 contains 2103 members 
Mstep: Class 9 contains 62713 members 
Mstep: Class 10 contains 1646 members 
Mstep: Class 11 contains 20524 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 34141 members 
Mstep: Class 14 contains 10043 members 
Mstep: Class 15 contains 7523 members 
Mstep: Class 16 contains 161167 members 
Mstep: Class 17 contains 1732 members 
Mstep: Class 18 contains 37661 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 86467 members 
Mstep: Class 21 contains 7575 members 
Mstep: Class 22 contains 167903 members 
Mstep: Class 23 contains 4512 members 
Mstep: Class 24 contains 6394 members 
Mstep: Class 25 contains 15730 members 
Mstep: Class 26 contains 8430 members 
Mstep: Class 27 contains 11103 members 
Mstep: Class 28 contains 808 members 
Mstep: Class 29 contains 17233 members 
Mstep: Class 30 contains 641 members 
Mstep: Class 31 contains 4135 members 
Mstep: Class 32 contains 10346 members 
Mstep: Class 33 contains 7423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100885496.000000 Penalty: 110858.882812
Iteration 56Q: 34 clusters Score -1.008855e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 16297 members 
Mstep: Class 3 contains 1819 members 
Mstep: Class 4 contains 25977 members 
Mstep: Class 5 contains 2063 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 5813 members 
Mstep: Class 8 contains 2105 members 
Mstep: Class 9 contains 62652 members 
Mstep: Class 10 contains 1647 members 
Mstep: Class 11 contains 20543 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 34165 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 7499 members 
Mstep: Class 16 contains 161150 members 
Mstep: Class 17 contains 1732 members 
Mstep: Class 18 contains 37652 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 86458 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 167916 members 
Mstep: Class 23 contains 4514 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 15668 members 
Mstep: Class 26 contains 8430 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 809 members 
Mstep: Class 29 contains 17237 members 
Mstep: Class 30 contains 641 members 
Mstep: Class 31 contains 4144 members 
Mstep: Class 32 contains 10353 members 
Mstep: Class 33 contains 7422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100885520.000000 Penalty: 110858.882812
Iteration 57Q: 34 clusters Score -1.008855e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 16292 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 25980 members 
Mstep: Class 5 contains 2084 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 5819 members 
Mstep: Class 8 contains 2106 members 
Mstep: Class 9 contains 62607 members 
Mstep: Class 10 contains 1648 members 
Mstep: Class 11 contains 20562 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 34187 members 
Mstep: Class 14 contains 10121 members 
Mstep: Class 15 contains 7487 members 
Mstep: Class 16 contains 161136 members 
Mstep: Class 17 contains 1732 members 
Mstep: Class 18 contains 37648 members 
Mstep: Class 19 contains 3428 members 
Mstep: Class 20 contains 86444 members 
Mstep: Class 21 contains 7624 members 
Mstep: Class 22 contains 167922 members 
Mstep: Class 23 contains 4517 members 
Mstep: Class 24 contains 6451 members 
Mstep: Class 25 contains 15639 members 
Mstep: Class 26 contains 8432 members 
Mstep: Class 27 contains 11112 members 
Mstep: Class 28 contains 809 members 
Mstep: Class 29 contains 17234 members 
Mstep: Class 30 contains 641 members 
Mstep: Class 31 contains 4149 members 
Mstep: Class 32 contains 10358 members 
Mstep: Class 33 contains 7403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100885488.000000 Penalty: 110858.882812
Iteration 58Q: 34 clusters Score -1.008855e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 16282 members 
Mstep: Class 3 contains 1807 members 
Mstep: Class 4 contains 25977 members 
Mstep: Class 5 contains 2102 members 
Mstep: Class 6 contains 4650 members 
Mstep: Class 7 contains 5833 members 
Mstep: Class 8 contains 2106 members 
Mstep: Class 9 contains 62556 members 
Mstep: Class 10 contains 1648 members 
Mstep: Class 11 contains 20574 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 34202 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 7486 members 
Mstep: Class 16 contains 161135 members 
Mstep: Class 17 contains 1732 members 
Mstep: Class 18 contains 37643 members 
Mstep: Class 19 contains 3426 members 
Mstep: Class 20 contains 86432 members 
Mstep: Class 21 contains 7641 members 
Mstep: Class 22 contains 167936 members 
Mstep: Class 23 contains 4506 members 
Mstep: Class 24 contains 6482 members 
Mstep: Class 25 contains 15600 members 
Mstep: Class 26 contains 8430 members 
Mstep: Class 27 contains 11121 members 
Mstep: Class 28 contains 809 members 
Mstep: Class 29 contains 17227 members 
Mstep: Class 30 contains 641 members 
Mstep: Class 31 contains 4155 members 
Mstep: Class 32 contains 10363 members 
Mstep: Class 33 contains 7402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100885664.000000 Penalty: 110858.882812
Iteration 59Q: 34 clusters Score -1.008857e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 16275 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 25983 members 
Mstep: Class 5 contains 2109 members 
Mstep: Class 6 contains 4652 members 
Mstep: Class 7 contains 5860 members 
Mstep: Class 8 contains 2106 members 
Mstep: Class 9 contains 62523 members 
Mstep: Class 10 contains 1648 members 
Mstep: Class 11 contains 20585 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 34228 members 
Mstep: Class 14 contains 10192 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 161122 members 
Mstep: Class 17 contains 1732 members 
Mstep: Class 18 contains 37643 members 
Mstep: Class 19 contains 3423 members 
Mstep: Class 20 contains 86425 members 
Mstep: Class 21 contains 7665 members 
Mstep: Class 22 contains 167927 members 
Mstep: Class 23 contains 4498 members 
Mstep: Class 24 contains 6508 members 
Mstep: Class 25 contains 15561 members 
Mstep: Class 26 contains 8431 members 
Mstep: Class 27 contains 11125 members 
Mstep: Class 28 contains 809 members 
Mstep: Class 29 contains 17218 members 
Mstep: Class 30 contains 641 members 
Mstep: Class 31 contains 4162 members 
Mstep: Class 32 contains 10365 members 
Mstep: Class 33 contains 7397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100885920.000000 Penalty: 110858.882812
Iteration 60F: 34 clusters Score -1.008859e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 16267 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 25985 members 
Mstep: Class 5 contains 2127 members 
Mstep: Class 6 contains 4652 members 
Mstep: Class 7 contains 5898 members 
Mstep: Class 8 contains 2106 members 
Mstep: Class 9 contains 62494 members 
Mstep: Class 10 contains 1648 members 
Mstep: Class 11 contains 20599 members 
Mstep: Class 12 contains 294 members 
Mstep: Class 13 contains 34246 members 
Mstep: Class 14 contains 10217 members 
Mstep: Class 15 contains 7468 members 
Mstep: Class 16 contains 161109 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 18 contains 37643 members 
Mstep: Class 19 contains 3422 members 
Mstep: Class 20 contains 86423 members 
Mstep: Class 21 contains 7694 members 
Mstep: Class 22 contains 167912 members 
Mstep: Class 23 contains 4492 members 
Mstep: Class 24 contains 6536 members 
Mstep: Class 25 contains 15517 members 
Mstep: Class 26 contains 8429 members 
Mstep: Class 27 contains 11131 members 
Mstep: Class 28 contains 809 members 
Mstep: Class 29 contains 17126 members 
Mstep: Class 30 contains 645 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 10370 members 
Mstep: Class 33 contains 7383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886280.000000 Penalty: 110858.882812
Iteration 61Q: 34 clusters Score -1.008863e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 16263 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 25984 members 
Mstep: Class 5 contains 2147 members 
Mstep: Class 6 contains 4657 members 
Mstep: Class 7 contains 5920 members 
Mstep: Class 8 contains 2106 members 
Mstep: Class 9 contains 62485 members 
Mstep: Class 10 contains 1648 members 
Mstep: Class 11 contains 20614 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 34265 members 
Mstep: Class 14 contains 10236 members 
Mstep: Class 15 contains 7462 members 
Mstep: Class 16 contains 161096 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 37641 members 
Mstep: Class 19 contains 3419 members 
Mstep: Class 20 contains 86422 members 
Mstep: Class 21 contains 7726 members 
Mstep: Class 22 contains 167905 members 
Mstep: Class 23 contains 4492 members 
Mstep: Class 24 contains 6552 members 
Mstep: Class 25 contains 15470 members 
Mstep: Class 26 contains 8430 members 
Mstep: Class 27 contains 11142 members 
Mstep: Class 28 contains 809 members 
Mstep: Class 29 contains 17022 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 4366 members 
Mstep: Class 32 contains 10373 members 
Mstep: Class 33 contains 7366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886248.000000 Penalty: 110858.882812
Iteration 62Q: 34 clusters Score -1.008862e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 16258 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 25979 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 5940 members 
Mstep: Class 8 contains 2106 members 
Mstep: Class 9 contains 62449 members 
Mstep: Class 10 contains 1648 members 
Mstep: Class 11 contains 20628 members 
Mstep: Class 12 contains 298 members 
Mstep: Class 13 contains 34282 members 
Mstep: Class 14 contains 10255 members 
Mstep: Class 15 contains 7450 members 
Mstep: Class 16 contains 161095 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 37643 members 
Mstep: Class 19 contains 3416 members 
Mstep: Class 20 contains 86421 members 
Mstep: Class 21 contains 7754 members 
Mstep: Class 22 contains 167904 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 6572 members 
Mstep: Class 25 contains 15432 members 
Mstep: Class 26 contains 8423 members 
Mstep: Class 27 contains 11155 members 
Mstep: Class 28 contains 809 members 
Mstep: Class 29 contains 16941 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 4451 members 
Mstep: Class 32 contains 10383 members 
Mstep: Class 33 contains 7345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886288.000000 Penalty: 110858.882812
Iteration 63Q: 34 clusters Score -1.008863e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 16256 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 25975 members 
Mstep: Class 5 contains 2184 members 
Mstep: Class 6 contains 4676 members 
Mstep: Class 7 contains 5966 members 
Mstep: Class 8 contains 2106 members 
Mstep: Class 9 contains 62421 members 
Mstep: Class 10 contains 1648 members 
Mstep: Class 11 contains 20633 members 
Mstep: Class 12 contains 301 members 
Mstep: Class 13 contains 34273 members 
Mstep: Class 14 contains 10283 members 
Mstep: Class 15 contains 7438 members 
Mstep: Class 16 contains 161093 members 
Mstep: Class 17 contains 1717 members 
Mstep: Class 18 contains 37647 members 
Mstep: Class 19 contains 3414 members 
Mstep: Class 20 contains 86426 members 
Mstep: Class 21 contains 7774 members 
Mstep: Class 22 contains 167905 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 6583 members 
Mstep: Class 25 contains 15393 members 
Mstep: Class 26 contains 8410 members 
Mstep: Class 27 contains 11157 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 16874 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 4535 members 
Mstep: Class 32 contains 10397 members 
Mstep: Class 33 contains 7334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886480.000000 Penalty: 110858.882812
Iteration 64Q: 34 clusters Score -1.008865e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 25982 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 4680 members 
Mstep: Class 7 contains 5987 members 
Mstep: Class 8 contains 2106 members 
Mstep: Class 9 contains 62390 members 
Mstep: Class 10 contains 1649 members 
Mstep: Class 11 contains 20649 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 34291 members 
Mstep: Class 14 contains 10312 members 
Mstep: Class 15 contains 7428 members 
Mstep: Class 16 contains 161089 members 
Mstep: Class 17 contains 1717 members 
Mstep: Class 18 contains 37652 members 
Mstep: Class 19 contains 3412 members 
Mstep: Class 20 contains 86424 members 
Mstep: Class 21 contains 7791 members 
Mstep: Class 22 contains 167906 members 
Mstep: Class 23 contains 4476 members 
Mstep: Class 24 contains 6595 members 
Mstep: Class 25 contains 15348 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 11160 members 
Mstep: Class 28 contains 811 members 
Mstep: Class 29 contains 16798 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 4632 members 
Mstep: Class 32 contains 10399 members 
Mstep: Class 33 contains 7320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886424.000000 Penalty: 110858.882812
Iteration 65Q: 34 clusters Score -1.008864e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 16243 members 
Mstep: Class 3 contains 1783 members 
Mstep: Class 4 contains 25970 members 
Mstep: Class 5 contains 2215 members 
Mstep: Class 6 contains 4687 members 
Mstep: Class 7 contains 6011 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 62364 members 
Mstep: Class 10 contains 1649 members 
Mstep: Class 11 contains 20659 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 34303 members 
Mstep: Class 14 contains 10331 members 
Mstep: Class 15 contains 7426 members 
Mstep: Class 16 contains 161086 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 37659 members 
Mstep: Class 19 contains 3409 members 
Mstep: Class 20 contains 86410 members 
Mstep: Class 21 contains 7806 members 
Mstep: Class 22 contains 167933 members 
Mstep: Class 23 contains 4458 members 
Mstep: Class 24 contains 6610 members 
Mstep: Class 25 contains 15308 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 11160 members 
Mstep: Class 28 contains 812 members 
Mstep: Class 29 contains 16709 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 4744 members 
Mstep: Class 32 contains 10402 members 
Mstep: Class 33 contains 7308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886424.000000 Penalty: 110858.882812
Iteration 66Q: 34 clusters Score -1.008864e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 16239 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 25965 members 
Mstep: Class 5 contains 2226 members 
Mstep: Class 6 contains 4692 members 
Mstep: Class 7 contains 6029 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 62347 members 
Mstep: Class 10 contains 1649 members 
Mstep: Class 11 contains 20668 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 34320 members 
Mstep: Class 14 contains 10349 members 
Mstep: Class 15 contains 7420 members 
Mstep: Class 16 contains 161076 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 37663 members 
Mstep: Class 19 contains 3407 members 
Mstep: Class 20 contains 86404 members 
Mstep: Class 21 contains 7818 members 
Mstep: Class 22 contains 167941 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 6627 members 
Mstep: Class 25 contains 15268 members 
Mstep: Class 26 contains 8396 members 
Mstep: Class 27 contains 11161 members 
Mstep: Class 28 contains 812 members 
Mstep: Class 29 contains 16614 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 4857 members 
Mstep: Class 32 contains 10407 members 
Mstep: Class 33 contains 7298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886736.000000 Penalty: 110858.882812
Iteration 67Q: 34 clusters Score -1.008867e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 16238 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 25963 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 4692 members 
Mstep: Class 7 contains 6050 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 62333 members 
Mstep: Class 10 contains 1649 members 
Mstep: Class 11 contains 20679 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 34331 members 
Mstep: Class 14 contains 10366 members 
Mstep: Class 15 contains 7416 members 
Mstep: Class 16 contains 161069 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 37677 members 
Mstep: Class 19 contains 3405 members 
Mstep: Class 20 contains 86397 members 
Mstep: Class 21 contains 7825 members 
Mstep: Class 22 contains 167941 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 6636 members 
Mstep: Class 25 contains 15233 members 
Mstep: Class 26 contains 8391 members 
Mstep: Class 27 contains 11162 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 16534 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 4949 members 
Mstep: Class 32 contains 10412 members 
Mstep: Class 33 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886920.000000 Penalty: 110858.882812
Iteration 68Q: 34 clusters Score -1.008869e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 16238 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 25965 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 4689 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 62313 members 
Mstep: Class 10 contains 1649 members 
Mstep: Class 11 contains 20685 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 34344 members 
Mstep: Class 14 contains 10386 members 
Mstep: Class 15 contains 7418 members 
Mstep: Class 16 contains 161055 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 37681 members 
Mstep: Class 19 contains 3402 members 
Mstep: Class 20 contains 86393 members 
Mstep: Class 21 contains 7837 members 
Mstep: Class 22 contains 167939 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6652 members 
Mstep: Class 25 contains 15196 members 
Mstep: Class 26 contains 8383 members 
Mstep: Class 27 contains 11161 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 16488 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 5011 members 
Mstep: Class 32 contains 10419 members 
Mstep: Class 33 contains 7278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886960.000000 Penalty: 110858.882812
Iteration 69Q: 34 clusters Score -1.00887e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 16232 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 25967 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 4692 members 
Mstep: Class 7 contains 6108 members 
Mstep: Class 8 contains 2108 members 
Mstep: Class 9 contains 62286 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 20693 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 34358 members 
Mstep: Class 14 contains 10402 members 
Mstep: Class 15 contains 7415 members 
Mstep: Class 16 contains 161040 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 37682 members 
Mstep: Class 19 contains 3399 members 
Mstep: Class 20 contains 86386 members 
Mstep: Class 21 contains 7850 members 
Mstep: Class 22 contains 167943 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 6664 members 
Mstep: Class 25 contains 15169 members 
Mstep: Class 26 contains 8378 members 
Mstep: Class 27 contains 11169 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 16456 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 5066 members 
Mstep: Class 32 contains 10423 members 
Mstep: Class 33 contains 7266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100887160.000000 Penalty: 110858.882812
Iteration 70Q: 34 clusters Score -1.008872e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 16227 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 25974 members 
Mstep: Class 5 contains 2272 members 
Mstep: Class 6 contains 4694 members 
Mstep: Class 7 contains 6130 members 
Mstep: Class 8 contains 2108 members 
Mstep: Class 9 contains 62266 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 20698 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 34378 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 7412 members 
Mstep: Class 16 contains 161029 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 37681 members 
Mstep: Class 19 contains 3399 members 
Mstep: Class 20 contains 86385 members 
Mstep: Class 21 contains 7868 members 
Mstep: Class 22 contains 167949 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 6671 members 
Mstep: Class 25 contains 15135 members 
Mstep: Class 26 contains 8372 members 
Mstep: Class 27 contains 11180 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 16444 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 5094 members 
Mstep: Class 32 contains 10423 members 
Mstep: Class 33 contains 7248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886912.000000 Penalty: 110858.882812
Iteration 71Q: 34 clusters Score -1.008869e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 16220 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 25981 members 
Mstep: Class 5 contains 2272 members 
Mstep: Class 6 contains 4700 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 62260 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 20709 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 34401 members 
Mstep: Class 14 contains 10427 members 
Mstep: Class 15 contains 7409 members 
Mstep: Class 16 contains 161020 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 37679 members 
Mstep: Class 19 contains 3397 members 
Mstep: Class 20 contains 86382 members 
Mstep: Class 21 contains 7876 members 
Mstep: Class 22 contains 167940 members 
Mstep: Class 23 contains 4432 members 
Mstep: Class 24 contains 6683 members 
Mstep: Class 25 contains 15090 members 
Mstep: Class 26 contains 8366 members 
Mstep: Class 27 contains 11189 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 16424 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 5119 members 
Mstep: Class 32 contains 10426 members 
Mstep: Class 33 contains 7246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886936.000000 Penalty: 110858.882812
Iteration 72Q: 34 clusters Score -1.008869e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 16216 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 25983 members 
Mstep: Class 5 contains 2274 members 
Mstep: Class 6 contains 4702 members 
Mstep: Class 7 contains 6169 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 62262 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 20720 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 34400 members 
Mstep: Class 14 contains 10430 members 
Mstep: Class 15 contains 7411 members 
Mstep: Class 16 contains 160999 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 37678 members 
Mstep: Class 19 contains 3396 members 
Mstep: Class 20 contains 86383 members 
Mstep: Class 21 contains 7882 members 
Mstep: Class 22 contains 167937 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 6698 members 
Mstep: Class 25 contains 15065 members 
Mstep: Class 26 contains 8364 members 
Mstep: Class 27 contains 11198 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 16413 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 5135 members 
Mstep: Class 32 contains 10428 members 
Mstep: Class 33 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100887016.000000 Penalty: 110858.882812
Iteration 73Q: 34 clusters Score -1.00887e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 16212 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 25982 members 
Mstep: Class 5 contains 2271 members 
Mstep: Class 6 contains 4707 members 
Mstep: Class 7 contains 6184 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 62265 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 20724 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 34403 members 
Mstep: Class 14 contains 10430 members 
Mstep: Class 15 contains 7413 members 
Mstep: Class 16 contains 160985 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 37678 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 86376 members 
Mstep: Class 21 contains 7888 members 
Mstep: Class 22 contains 167954 members 
Mstep: Class 23 contains 4438 members 
Mstep: Class 24 contains 6697 members 
Mstep: Class 25 contains 15042 members 
Mstep: Class 26 contains 8363 members 
Mstep: Class 27 contains 11205 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 16402 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 5157 members 
Mstep: Class 32 contains 10431 members 
Mstep: Class 33 contains 7233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100887008.000000 Penalty: 110858.882812
Iteration 74Q: 34 clusters Score -1.00887e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 16207 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 25981 members 
Mstep: Class 5 contains 2274 members 
Mstep: Class 6 contains 4712 members 
Mstep: Class 7 contains 6192 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 62257 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 20730 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 34411 members 
Mstep: Class 14 contains 10433 members 
Mstep: Class 15 contains 7411 members 
Mstep: Class 16 contains 160978 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 37680 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 86376 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 167971 members 
Mstep: Class 23 contains 4437 members 
Mstep: Class 24 contains 6693 members 
Mstep: Class 25 contains 15017 members 
Mstep: Class 26 contains 8361 members 
Mstep: Class 27 contains 11212 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 16394 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 5171 members 
Mstep: Class 32 contains 10434 members 
Mstep: Class 33 contains 7232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886872.000000 Penalty: 110858.882812
Iteration 75Q: 34 clusters Score -1.008869e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 16202 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 25981 members 
Mstep: Class 5 contains 2279 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 6204 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 62256 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 20742 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 34421 members 
Mstep: Class 14 contains 10436 members 
Mstep: Class 15 contains 7407 members 
Mstep: Class 16 contains 160972 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 37682 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 86372 members 
Mstep: Class 21 contains 7895 members 
Mstep: Class 22 contains 167983 members 
Mstep: Class 23 contains 4438 members 
Mstep: Class 24 contains 6693 members 
Mstep: Class 25 contains 14990 members 
Mstep: Class 26 contains 8361 members 
Mstep: Class 27 contains 11215 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 16376 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 5188 members 
Mstep: Class 32 contains 10435 members 
Mstep: Class 33 contains 7231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886856.000000 Penalty: 110858.882812
Iteration 76Q: 34 clusters Score -1.008869e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 16198 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 25967 members 
Mstep: Class 5 contains 2283 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 6225 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 62248 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 20756 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 34421 members 
Mstep: Class 14 contains 10440 members 
Mstep: Class 15 contains 7402 members 
Mstep: Class 16 contains 160971 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 37677 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 86368 members 
Mstep: Class 21 contains 7896 members 
Mstep: Class 22 contains 168004 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 6689 members 
Mstep: Class 25 contains 14969 members 
Mstep: Class 26 contains 8359 members 
Mstep: Class 27 contains 11222 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 16365 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 5211 members 
Mstep: Class 32 contains 10437 members 
Mstep: Class 33 contains 7233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886792.000000 Penalty: 110858.882812
Iteration 77Q: 34 clusters Score -1.008868e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 16193 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 25966 members 
Mstep: Class 5 contains 2288 members 
Mstep: Class 6 contains 4712 members 
Mstep: Class 7 contains 6248 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 62229 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 20762 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 34421 members 
Mstep: Class 14 contains 10443 members 
Mstep: Class 15 contains 7393 members 
Mstep: Class 16 contains 160966 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 37677 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 86365 members 
Mstep: Class 21 contains 7896 members 
Mstep: Class 22 contains 168024 members 
Mstep: Class 23 contains 4437 members 
Mstep: Class 24 contains 6689 members 
Mstep: Class 25 contains 14948 members 
Mstep: Class 26 contains 8358 members 
Mstep: Class 27 contains 11232 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 16354 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 5234 members 
Mstep: Class 32 contains 10438 members 
Mstep: Class 33 contains 7235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100886904.000000 Penalty: 110858.882812
Iteration 78Q: 34 clusters Score -1.008869e+08 nChanged 274
Entering ConstructFrom: 
Score: -100886904.000000 Penalty: 110858.882812
Entering ConstructFrom: 
Trying to split cluster 1 (14660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Entering Unmasked Estep 
Score: -1856145.500000 Penalty: 2379.033936
	Iteration 0F: 2 clusters Score -1856146 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 7339 members 
Entering Unmasked Estep 
Score: -1845515.000000 Penalty: 4758.067871
	Iteration 0F: 3 clusters Score -1845515 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1849020.625000 Penalty: 4758.067871
	Iteration 1F: 3 clusters Score -1849021 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1849522.125000 Penalty: 4758.067871
	Iteration 2F: 3 clusters Score -1849522 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1849953.750000 Penalty: 4758.067871
	Iteration 3F: 3 clusters Score -1849954 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1850314.875000 Penalty: 4758.067871
	Iteration 4F: 3 clusters Score -1850315 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1850623.875000 Penalty: 4758.067871
	Iteration 5Q: 3 clusters Score -1850624 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1850871.625000 Penalty: 4758.067871
	Iteration 6Q: 3 clusters Score -1850872 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1851100.875000 Penalty: 4758.067871
	Iteration 7Q: 3 clusters Score -1851101 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1851306.250000 Penalty: 4758.067871
	Iteration 8Q: 3 clusters Score -1851306 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1851494.750000 Penalty: 4758.067871
	Iteration 9Q: 3 clusters Score -1851495 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1851689.750000 Penalty: 4758.067871
	Iteration 10Q: 3 clusters Score -1851690 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1851887.250000 Penalty: 4758.067871
	Iteration 11Q: 3 clusters Score -1851887 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1852084.875000 Penalty: 4758.067871
	Iteration 12Q: 3 clusters Score -1852085 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1852308.625000 Penalty: 4758.067871
	Iteration 13Q: 3 clusters Score -1852309 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1852536.875000 Penalty: 4758.067871
	Iteration 14Q: 3 clusters Score -1852537 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1852753.125000 Penalty: 4758.067871
	Iteration 15Q: 3 clusters Score -1852753 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1852985.125000 Penalty: 4758.067871
	Iteration 16Q: 3 clusters Score -1852985 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1853218.375000 Penalty: 4758.067871
	Iteration 17Q: 3 clusters Score -1853218 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1853424.750000 Penalty: 4758.067871
	Iteration 18Q: 3 clusters Score -1853425 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1853596.250000 Penalty: 4758.067871
	Iteration 19Q: 3 clusters Score -1853596 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1853723.375000 Penalty: 4758.067871
	Iteration 20F: 3 clusters Score -1853723 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1853799.500000 Penalty: 4758.067871
	Iteration 21Q: 3 clusters Score -1853800 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1853859.750000 Penalty: 4758.067871
	Iteration 22Q: 3 clusters Score -1853860 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1853924.500000 Penalty: 4758.067871
	Iteration 23Q: 3 clusters Score -1853924 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1853987.000000 Penalty: 4758.067871
	Iteration 24Q: 3 clusters Score -1853987 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1854025.625000 Penalty: 4758.067871
	Iteration 25Q: 3 clusters Score -1854026 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1854050.500000 Penalty: 4758.067871
	Iteration 26Q: 3 clusters Score -1854050 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1854065.875000 Penalty: 4758.067871
	Iteration 27Q: 3 clusters Score -1854066 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1854086.500000 Penalty: 4758.067871
	Iteration 28Q: 3 clusters Score -1854086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1854107.000000 Penalty: 4758.067871
	Iteration 29Q: 3 clusters Score -1854107 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1854127.125000 Penalty: 4758.067871
	Iteration 30Q: 3 clusters Score -1854127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1854145.875000 Penalty: 4758.067871
	Iteration 31Q: 3 clusters Score -1854146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1854159.250000 Penalty: 4758.067871
	Iteration 32Q: 3 clusters Score -1854159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1854170.750000 Penalty: 4758.067871
	Iteration 33Q: 3 clusters Score -1854171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1854187.750000 Penalty: 4758.067871
	Iteration 34Q: 3 clusters Score -1854188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1854202.125000 Penalty: 4758.067871
	Iteration 35Q: 3 clusters Score -1854202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1854212.125000 Penalty: 4758.067871
	Iteration 36Q: 3 clusters Score -1854212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1854219.875000 Penalty: 4758.067871
	Iteration 37Q: 3 clusters Score -1854220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1854226.000000 Penalty: 4758.067871
	Iteration 38Q: 3 clusters Score -1854226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1854229.750000 Penalty: 4758.067871
	Iteration 39Q: 3 clusters Score -1854230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1854236.500000 Penalty: 4758.067871
	Iteration 40F: 3 clusters Score -1854236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1854240.250000 Penalty: 4758.067871
	Iteration 41Q: 3 clusters Score -1854240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1854240.625000 Penalty: 4758.067871
	Iteration 42Q: 3 clusters Score -1854241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1854240.000000 Penalty: 4758.067871
	Iteration 43Q: 3 clusters Score -1854240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1854240.000000 Penalty: 4758.067871
	Iteration 44F: 3 clusters Score -1854240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Entering Unmasked Estep 
Score: -2208186.750000 Penalty: 2403.637695
	Iteration 0F: 2 clusters Score -2208187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2196642.500000 Penalty: 4807.275391
	Iteration 0F: 3 clusters Score -2196642 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2200404.750000 Penalty: 4807.275391
	Iteration 1F: 3 clusters Score -2200405 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2200769.250000 Penalty: 4807.275391
	Iteration 2F: 3 clusters Score -2200769 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2201088.750000 Penalty: 4807.275391
	Iteration 3Q: 3 clusters Score -2201089 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2201342.000000 Penalty: 4807.275391
	Iteration 4Q: 3 clusters Score -2201342 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2201541.500000 Penalty: 4807.275391
	Iteration 5Q: 3 clusters Score -2201542 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2201742.000000 Penalty: 4807.275391
	Iteration 6Q: 3 clusters Score -2201742 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2202002.250000 Penalty: 4807.275391
	Iteration 7Q: 3 clusters Score -2202002 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2202332.000000 Penalty: 4807.275391
	Iteration 8Q: 3 clusters Score -2202332 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2202812.250000 Penalty: 4807.275391
	Iteration 9Q: 3 clusters Score -2202812 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2203429.250000 Penalty: 4807.275391
	Iteration 10Q: 3 clusters Score -2203429 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2203986.750000 Penalty: 4807.275391
	Iteration 11Q: 3 clusters Score -2203987 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2204392.500000 Penalty: 4807.275391
	Iteration 12Q: 3 clusters Score -2204392 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2204666.250000 Penalty: 4807.275391
	Iteration 13Q: 3 clusters Score -2204666 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2204873.000000 Penalty: 4807.275391
	Iteration 14Q: 3 clusters Score -2204873 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2205004.250000 Penalty: 4807.275391
	Iteration 15Q: 3 clusters Score -2205004 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2205107.750000 Penalty: 4807.275391
	Iteration 16Q: 3 clusters Score -2205108 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2205166.250000 Penalty: 4807.275391
	Iteration 17Q: 3 clusters Score -2205166 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2205205.500000 Penalty: 4807.275391
	Iteration 18Q: 3 clusters Score -2205206 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2205241.000000 Penalty: 4807.275391
	Iteration 19Q: 3 clusters Score -2205241 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2205262.000000 Penalty: 4807.275391
	Iteration 20F: 3 clusters Score -2205262 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2205288.500000 Penalty: 4807.275391
	Iteration 21Q: 3 clusters Score -2205288 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2205312.250000 Penalty: 4807.275391
	Iteration 22Q: 3 clusters Score -2205312 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2205328.500000 Penalty: 4807.275391
	Iteration 23Q: 3 clusters Score -2205328 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2205346.500000 Penalty: 4807.275391
	Iteration 24Q: 3 clusters Score -2205346 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2205361.000000 Penalty: 4807.275391
	Iteration 25Q: 3 clusters Score -2205361 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2205369.000000 Penalty: 4807.275391
	Iteration 26Q: 3 clusters Score -2205369 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2205382.250000 Penalty: 4807.275391
	Iteration 27Q: 3 clusters Score -2205382 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2205397.750000 Penalty: 4807.275391
	Iteration 28Q: 3 clusters Score -2205398 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2205406.250000 Penalty: 4807.275391
	Iteration 29Q: 3 clusters Score -2205406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2205411.500000 Penalty: 4807.275391
	Iteration 30Q: 3 clusters Score -2205412 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2205418.750000 Penalty: 4807.275391
	Iteration 31Q: 3 clusters Score -2205419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2205423.500000 Penalty: 4807.275391
	Iteration 32Q: 3 clusters Score -2205424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2205428.750000 Penalty: 4807.275391
	Iteration 33Q: 3 clusters Score -2205429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2205432.000000 Penalty: 4807.275391
	Iteration 34Q: 3 clusters Score -2205432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2205439.750000 Penalty: 4807.275391
	Iteration 35Q: 3 clusters Score -2205440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2205437.250000 Penalty: 4807.275391
	Iteration 36Q: 3 clusters Score -2205437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2205448.000000 Penalty: 4807.275391
	Iteration 37Q: 3 clusters Score -2205448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2205452.000000 Penalty: 4807.275391
	Iteration 38Q: 3 clusters Score -2205452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2205448.000000 Penalty: 4807.275391
	Iteration 39Q: 3 clusters Score -2205448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2205452.500000 Penalty: 4807.275391
	Iteration 40F: 3 clusters Score -2205452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2205461.750000 Penalty: 4807.275391
	Iteration 41Q: 3 clusters Score -2205462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2205466.750000 Penalty: 4807.275391
	Iteration 42Q: 3 clusters Score -2205467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2205466.750000 Penalty: 4807.275391
	Iteration 43Q: 3 clusters Score -2205467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2205474.750000 Penalty: 4807.275391
	Iteration 44Q: 3 clusters Score -2205475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2205473.500000 Penalty: 4807.275391
	Iteration 45Q: 3 clusters Score -2205474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2205474.000000 Penalty: 4807.275391
	Iteration 46Q: 3 clusters Score -2205474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2205472.500000 Penalty: 4807.275391
	Iteration 47Q: 3 clusters Score -2205472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2205478.000000 Penalty: 4807.275391
	Iteration 48Q: 3 clusters Score -2205478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2205489.000000 Penalty: 4807.275391
	Iteration 49Q: 3 clusters Score -2205489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2205494.000000 Penalty: 4807.275391
	Iteration 50Q: 3 clusters Score -2205494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2205498.500000 Penalty: 4807.275391
	Iteration 51Q: 3 clusters Score -2205498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2205499.500000 Penalty: 4807.275391
	Iteration 52Q: 3 clusters Score -2205500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2205502.000000 Penalty: 4807.275391
	Iteration 53Q: 3 clusters Score -2205502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2205506.750000 Penalty: 4807.275391
	Iteration 54Q: 3 clusters Score -2205507 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2205515.000000 Penalty: 4807.275391
	Iteration 55Q: 3 clusters Score -2205515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2205517.750000 Penalty: 4807.275391
	Iteration 56Q: 3 clusters Score -2205518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2205529.250000 Penalty: 4807.275391
	Iteration 57Q: 3 clusters Score -2205529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2205529.000000 Penalty: 4807.275391
	Iteration 58Q: 3 clusters Score -2205529 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2205543.500000 Penalty: 4807.275391
	Iteration 59Q: 3 clusters Score -2205544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2205544.750000 Penalty: 4807.275391
	Iteration 60F: 3 clusters Score -2205545 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2205547.750000 Penalty: 4807.275391
	Iteration 61Q: 3 clusters Score -2205548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2205551.750000 Penalty: 4807.275391
	Iteration 62Q: 3 clusters Score -2205552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2205559.500000 Penalty: 4807.275391
	Iteration 63Q: 3 clusters Score -2205560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2205558.250000 Penalty: 4807.275391
	Iteration 64Q: 3 clusters Score -2205558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2205562.750000 Penalty: 4807.275391
	Iteration 65Q: 3 clusters Score -2205563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2205565.500000 Penalty: 4807.275391
	Iteration 66Q: 3 clusters Score -2205566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2205569.000000 Penalty: 4807.275391
	Iteration 67Q: 3 clusters Score -2205569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2205570.500000 Penalty: 4807.275391
	Iteration 68Q: 3 clusters Score -2205570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2205572.000000 Penalty: 4807.275391
	Iteration 69Q: 3 clusters Score -2205572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2205573.000000 Penalty: 4807.275391
	Iteration 70Q: 3 clusters Score -2205573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2205578.500000 Penalty: 4807.275391
	Iteration 71Q: 3 clusters Score -2205578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2205580.000000 Penalty: 4807.275391
	Iteration 72Q: 3 clusters Score -2205580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2205578.250000 Penalty: 4807.275391
	Iteration 73Q: 3 clusters Score -2205578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2205585.000000 Penalty: 4807.275391
	Iteration 74Q: 3 clusters Score -2205585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2205589.000000 Penalty: 4807.275391
	Iteration 75Q: 3 clusters Score -2205589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2205583.250000 Penalty: 4807.275391
	Iteration 76Q: 3 clusters Score -2205583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2205586.000000 Penalty: 4807.275391
	Iteration 77Q: 3 clusters Score -2205586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2205585.750000 Penalty: 4807.275391
	Iteration 78Q: 3 clusters Score -2205586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2205590.250000 Penalty: 4807.275391
	Iteration 79Q: 3 clusters Score -2205590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2205592.750000 Penalty: 4807.275391
	Iteration 80F: 3 clusters Score -2205593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2205592.500000 Penalty: 4807.275391
	Iteration 81Q: 3 clusters Score -2205592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2205596.250000 Penalty: 4807.275391
	Iteration 82Q: 3 clusters Score -2205596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2205596.250000 Penalty: 4807.275391
	Iteration 83Q: 3 clusters Score -2205596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2205597.000000 Penalty: 4807.275391
	Iteration 84Q: 3 clusters Score -2205597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2205596.500000 Penalty: 4807.275391
	Iteration 85Q: 3 clusters Score -2205596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2205598.000000 Penalty: 4807.275391
	Iteration 86Q: 3 clusters Score -2205598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2205598.000000 Penalty: 4807.275391
	Iteration 87Q: 3 clusters Score -2205598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2205600.500000 Penalty: 4807.275391
	Iteration 88Q: 3 clusters Score -2205600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2205602.000000 Penalty: 4807.275391
	Iteration 89Q: 3 clusters Score -2205602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2205602.250000 Penalty: 4807.275391
	Iteration 90Q: 3 clusters Score -2205602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2205608.500000 Penalty: 4807.275391
	Iteration 91Q: 3 clusters Score -2205608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2205605.750000 Penalty: 4807.275391
	Iteration 92Q: 3 clusters Score -2205606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2205606.500000 Penalty: 4807.275391
	Iteration 93Q: 3 clusters Score -2205606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2205603.000000 Penalty: 4807.275391
	Iteration 94Q: 3 clusters Score -2205603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2205602.750000 Penalty: 4807.275391
	Iteration 95Q: 3 clusters Score -2205603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2205606.750000 Penalty: 4807.275391
	Iteration 96Q: 3 clusters Score -2205607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2205605.250000 Penalty: 4807.275391
	Iteration 97Q: 3 clusters Score -2205605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2205609.500000 Penalty: 4807.275391
	Iteration 98Q: 3 clusters Score -2205610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2205610.000000 Penalty: 4807.275391
	Iteration 99Q: 3 clusters Score -2205610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2205609.750000 Penalty: 4807.275391
	Iteration 100F: 3 clusters Score -2205610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2205607.750000 Penalty: 4807.275391
	Iteration 101Q: 3 clusters Score -2205608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2205611.750000 Penalty: 4807.275391
	Iteration 102Q: 3 clusters Score -2205612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2205613.000000 Penalty: 4807.275391
	Iteration 103Q: 3 clusters Score -2205613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2205610.500000 Penalty: 4807.275391
	Iteration 104Q: 3 clusters Score -2205610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2205611.000000 Penalty: 4807.275391
	Iteration 105Q: 3 clusters Score -2205611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2205613.250000 Penalty: 4807.275391
	Iteration 106Q: 3 clusters Score -2205613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2205613.500000 Penalty: 4807.275391
	Iteration 107Q: 3 clusters Score -2205614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2205612.000000 Penalty: 4807.275391
	Iteration 108Q: 3 clusters Score -2205612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2205612.000000 Penalty: 4807.275391
	Iteration 109Q: 3 clusters Score -2205612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2205610.500000 Penalty: 4807.275391
	Iteration 110Q: 3 clusters Score -2205610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2205610.250000 Penalty: 4807.275391
	Iteration 111Q: 3 clusters Score -2205610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2205610.500000 Penalty: 4807.275391
	Iteration 112Q: 3 clusters Score -2205610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2205617.500000 Penalty: 4807.275391
	Iteration 113Q: 3 clusters Score -2205618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2205619.750000 Penalty: 4807.275391
	Iteration 114Q: 3 clusters Score -2205620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2205620.250000 Penalty: 4807.275391
	Iteration 115Q: 3 clusters Score -2205620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2205622.000000 Penalty: 4807.275391
	Iteration 116Q: 3 clusters Score -2205622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2205618.500000 Penalty: 4807.275391
	Iteration 117Q: 3 clusters Score -2205618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2205621.500000 Penalty: 4807.275391
	Iteration 118Q: 3 clusters Score -2205622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2205621.250000 Penalty: 4807.275391
	Iteration 119Q: 3 clusters Score -2205621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2205620.750000 Penalty: 4807.275391
	Iteration 120F: 3 clusters Score -2205621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Entering Unmasked Estep 
Score: -195891.171875 Penalty: 1855.146240
	Iteration 0F: 2 clusters Score -195891.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -193504.140625 Penalty: 3710.292480
	Iteration 0F: 3 clusters Score -193504.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -194155.953125 Penalty: 3710.292480
	Iteration 1F: 3 clusters Score -194156 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -194451.703125 Penalty: 3710.292480
	Iteration 2F: 3 clusters Score -194451.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -194729.796875 Penalty: 3710.292480
	Iteration 3F: 3 clusters Score -194729.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -194965.328125 Penalty: 3710.292480
	Iteration 4F: 3 clusters Score -194965.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -195127.625000 Penalty: 3710.292480
	Iteration 5Q: 3 clusters Score -195127.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -195267.812500 Penalty: 3710.292480
	Iteration 6Q: 3 clusters Score -195267.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -195353.031250 Penalty: 3710.292480
	Iteration 7Q: 3 clusters Score -195353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -195408.671875 Penalty: 3710.292480
	Iteration 8Q: 3 clusters Score -195408.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -195445.703125 Penalty: 3710.292480
	Iteration 9Q: 3 clusters Score -195445.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -195470.031250 Penalty: 3710.292480
	Iteration 10Q: 3 clusters Score -195470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -195493.078125 Penalty: 3710.292480
	Iteration 11Q: 3 clusters Score -195493.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -195506.906250 Penalty: 3710.292480
	Iteration 12Q: 3 clusters Score -195506.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -195515.843750 Penalty: 3710.292480
	Iteration 13Q: 3 clusters Score -195515.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -195521.156250 Penalty: 3710.292480
	Iteration 14Q: 3 clusters Score -195521.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -195526.937500 Penalty: 3710.292480
	Iteration 15Q: 3 clusters Score -195526.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -195530.296875 Penalty: 3710.292480
	Iteration 16Q: 3 clusters Score -195530.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -195530.750000 Penalty: 3710.292480
	Iteration 17Q: 3 clusters Score -195530.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -195530.750000 Penalty: 3710.292480
	Iteration 18F: 3 clusters Score -195530.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Entering Unmasked Estep 
Score: -3496690.500000 Penalty: 2520.797363
	Iteration 0F: 2 clusters Score -3496690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -3478983.000000 Penalty: 5041.594727
	Iteration 0F: 3 clusters Score -3478983 nChanged 11575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3485151.250000 Penalty: 5041.594727
	Iteration 1F: 3 clusters Score -3485151 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3485818.250000 Penalty: 5041.594727
	Iteration 2F: 3 clusters Score -3485818 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -3486671.250000 Penalty: 5041.594727
	Iteration 3F: 3 clusters Score -3486671 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -3487605.250000 Penalty: 5041.594727
	Iteration 4F: 3 clusters Score -3487605 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3488631.750000 Penalty: 5041.594727
	Iteration 5F: 3 clusters Score -3488632 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3489653.250000 Penalty: 5041.594727
	Iteration 6F: 3 clusters Score -3489653 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -3490644.000000 Penalty: 5041.594727
	Iteration 7F: 3 clusters Score -3490644 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -3491489.500000 Penalty: 5041.594727
	Iteration 8F: 3 clusters Score -3491490 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -3492230.500000 Penalty: 5041.594727
	Iteration 9Q: 3 clusters Score -3492230 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3492923.250000 Penalty: 5041.594727
	Iteration 10Q: 3 clusters Score -3492923 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3493581.500000 Penalty: 5041.594727
	Iteration 11Q: 3 clusters Score -3493582 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -3494222.000000 Penalty: 5041.594727
	Iteration 12Q: 3 clusters Score -3494222 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -3494979.500000 Penalty: 5041.594727
	Iteration 13Q: 3 clusters Score -3494980 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -3495445.750000 Penalty: 5041.594727
	Iteration 14Q: 3 clusters Score -3495446 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -3495630.750000 Penalty: 5041.594727
	Iteration 15Q: 3 clusters Score -3495631 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -3495732.000000 Penalty: 5041.594727
	Iteration 16Q: 3 clusters Score -3495732 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -3495827.000000 Penalty: 5041.594727
	Iteration 17Q: 3 clusters Score -3495827 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -3495889.250000 Penalty: 5041.594727
	Iteration 18Q: 3 clusters Score -3495889 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3495941.500000 Penalty: 5041.594727
	Iteration 19Q: 3 clusters Score -3495942 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -3495972.500000 Penalty: 5041.594727
	Iteration 20F: 3 clusters Score -3495972 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -3495997.250000 Penalty: 5041.594727
	Iteration 21Q: 3 clusters Score -3495997 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3496014.750000 Penalty: 5041.594727
	Iteration 22Q: 3 clusters Score -3496015 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -3496025.500000 Penalty: 5041.594727
	Iteration 23Q: 3 clusters Score -3496026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3496033.500000 Penalty: 5041.594727
	Iteration 24Q: 3 clusters Score -3496034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3496035.750000 Penalty: 5041.594727
	Iteration 25Q: 3 clusters Score -3496036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -3496043.000000 Penalty: 5041.594727
	Iteration 26Q: 3 clusters Score -3496043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -3496040.500000 Penalty: 5041.594727
	Iteration 27Q: 3 clusters Score -3496040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3496050.000000 Penalty: 5041.594727
	Iteration 28Q: 3 clusters Score -3496050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -3496057.750000 Penalty: 5041.594727
	Iteration 29Q: 3 clusters Score -3496058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -3496061.000000 Penalty: 5041.594727
	Iteration 30Q: 3 clusters Score -3496061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3496063.500000 Penalty: 5041.594727
	Iteration 31Q: 3 clusters Score -3496064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -3496057.000000 Penalty: 5041.594727
	Iteration 32Q: 3 clusters Score -3496057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -3496065.750000 Penalty: 5041.594727
	Iteration 33Q: 3 clusters Score -3496066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -3496067.750000 Penalty: 5041.594727
	Iteration 34Q: 3 clusters Score -3496068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3496069.250000 Penalty: 5041.594727
	Iteration 35Q: 3 clusters Score -3496069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -3496069.000000 Penalty: 5041.594727
	Iteration 36Q: 3 clusters Score -3496069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3496073.500000 Penalty: 5041.594727
	Iteration 37Q: 3 clusters Score -3496074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -3496077.000000 Penalty: 5041.594727
	Iteration 38Q: 3 clusters Score -3496077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -3496079.750000 Penalty: 5041.594727
	Iteration 39Q: 3 clusters Score -3496080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -3496077.000000 Penalty: 5041.594727
	Iteration 40F: 3 clusters Score -3496077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -3496076.500000 Penalty: 5041.594727
	Iteration 41Q: 3 clusters Score -3496076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -3496073.250000 Penalty: 5041.594727
	Iteration 42Q: 3 clusters Score -3496073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -3496077.500000 Penalty: 5041.594727
	Iteration 43Q: 3 clusters Score -3496078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -3496078.750000 Penalty: 5041.594727
	Iteration 44Q: 3 clusters Score -3496079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -3496074.250000 Penalty: 5041.594727
	Iteration 45Q: 3 clusters Score -3496074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -3496073.750000 Penalty: 5041.594727
	Iteration 46Q: 3 clusters Score -3496074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3496075.000000 Penalty: 5041.594727
	Iteration 47Q: 3 clusters Score -3496075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -3496074.500000 Penalty: 5041.594727
	Iteration 48Q: 3 clusters Score -3496074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -3496079.750000 Penalty: 5041.594727
	Iteration 49Q: 3 clusters Score -3496080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3496075.000000 Penalty: 5041.594727
	Iteration 50Q: 3 clusters Score -3496075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -3496081.500000 Penalty: 5041.594727
	Iteration 51Q: 3 clusters Score -3496082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -3496084.000000 Penalty: 5041.594727
	Iteration 52Q: 3 clusters Score -3496084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -3496080.500000 Penalty: 5041.594727
	Iteration 53Q: 3 clusters Score -3496080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -3496085.000000 Penalty: 5041.594727
	Iteration 54Q: 3 clusters Score -3496085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -3496089.250000 Penalty: 5041.594727
	Iteration 55Q: 3 clusters Score -3496089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3496088.000000 Penalty: 5041.594727
	Iteration 56Q: 3 clusters Score -3496088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3496088.000000 Penalty: 5041.594727
	Iteration 57F: 3 clusters Score -3496088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -301812.375000 Penalty: 1918.928833
	Iteration 0F: 2 clusters Score -301812.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -299004.062500 Penalty: 3837.857666
	Iteration 0F: 3 clusters Score -299004.1 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -299552.781250 Penalty: 3837.857666
	Iteration 1F: 3 clusters Score -299552.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -299664.375000 Penalty: 3837.857666
	Iteration 2F: 3 clusters Score -299664.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -299726.250000 Penalty: 3837.857666
	Iteration 3Q: 3 clusters Score -299726.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -299764.125000 Penalty: 3837.857666
	Iteration 4Q: 3 clusters Score -299764.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -299790.937500 Penalty: 3837.857666
	Iteration 5Q: 3 clusters Score -299790.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -299807.125000 Penalty: 3837.857666
	Iteration 6Q: 3 clusters Score -299807.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -299819.062500 Penalty: 3837.857666
	Iteration 7Q: 3 clusters Score -299819.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -299829.312500 Penalty: 3837.857666
	Iteration 8Q: 3 clusters Score -299829.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -299836.187500 Penalty: 3837.857666
	Iteration 9Q: 3 clusters Score -299836.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -299844.281250 Penalty: 3837.857666
	Iteration 10Q: 3 clusters Score -299844.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -299851.968750 Penalty: 3837.857666
	Iteration 11Q: 3 clusters Score -299852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -299861.312500 Penalty: 3837.857666
	Iteration 12Q: 3 clusters Score -299861.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -299868.781250 Penalty: 3837.857666
	Iteration 13Q: 3 clusters Score -299868.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -299876.656250 Penalty: 3837.857666
	Iteration 14Q: 3 clusters Score -299876.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -299885.156250 Penalty: 3837.857666
	Iteration 15Q: 3 clusters Score -299885.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -299893.937500 Penalty: 3837.857666
	Iteration 16Q: 3 clusters Score -299893.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -299899.156250 Penalty: 3837.857666
	Iteration 17Q: 3 clusters Score -299899.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -299905.656250 Penalty: 3837.857666
	Iteration 18Q: 3 clusters Score -299905.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -299909.718750 Penalty: 3837.857666
	Iteration 19Q: 3 clusters Score -299909.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -299912.843750 Penalty: 3837.857666
	Iteration 20F: 3 clusters Score -299912.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -299916.125000 Penalty: 3837.857666
	Iteration 21Q: 3 clusters Score -299916.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -299919.250000 Penalty: 3837.857666
	Iteration 22Q: 3 clusters Score -299919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -299920.093750 Penalty: 3837.857666
	Iteration 23Q: 3 clusters Score -299920.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -299921.468750 Penalty: 3837.857666
	Iteration 24Q: 3 clusters Score -299921.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -299921.781250 Penalty: 3837.857666
	Iteration 25Q: 3 clusters Score -299921.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -299921.781250 Penalty: 3837.857666
	Iteration 26F: 3 clusters Score -299921.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Entering Unmasked Estep 
Score: -607407.500000 Penalty: 2097.393066
	Iteration 0F: 2 clusters Score -607407.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -603080.312500 Penalty: 4194.786133
	Iteration 0F: 3 clusters Score -603080.3 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -604180.437500 Penalty: 4194.786133
	Iteration 1F: 3 clusters Score -604180.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -604499.562500 Penalty: 4194.786133
	Iteration 2F: 3 clusters Score -604499.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -604706.250000 Penalty: 4194.786133
	Iteration 3F: 3 clusters Score -604706.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -604929.125000 Penalty: 4194.786133
	Iteration 4F: 3 clusters Score -604929.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -605220.625000 Penalty: 4194.786133
	Iteration 5F: 3 clusters Score -605220.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -605578.375000 Penalty: 4194.786133
	Iteration 6F: 3 clusters Score -605578.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -605966.312500 Penalty: 4194.786133
	Iteration 7F: 3 clusters Score -605966.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -606420.875000 Penalty: 4194.786133
	Iteration 8F: 3 clusters Score -606420.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -606840.062500 Penalty: 4194.786133
	Iteration 9F: 3 clusters Score -606840.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -607173.375000 Penalty: 4194.786133
	Iteration 10Q: 3 clusters Score -607173.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -607437.437500 Penalty: 4194.786133
	Iteration 11Q: 3 clusters Score -607437.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -607569.687500 Penalty: 4194.786133
	Iteration 12Q: 3 clusters Score -607569.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -607627.062500 Penalty: 4194.786133
	Iteration 13Q: 3 clusters Score -607627.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -607662.625000 Penalty: 4194.786133
	Iteration 14Q: 3 clusters Score -607662.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -607678.375000 Penalty: 4194.786133
	Iteration 15Q: 3 clusters Score -607678.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -607687.562500 Penalty: 4194.786133
	Iteration 16Q: 3 clusters Score -607687.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -607694.312500 Penalty: 4194.786133
	Iteration 17Q: 3 clusters Score -607694.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -607695.562500 Penalty: 4194.786133
	Iteration 18Q: 3 clusters Score -607695.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -607697.187500 Penalty: 4194.786133
	Iteration 19Q: 3 clusters Score -607697.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -607697.187500 Penalty: 4194.786133
	Iteration 20F: 3 clusters Score -607697.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 16189 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 25965 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 6268 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 62233 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 20769 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 34426 members 
Mstep: Class 14 contains 10444 members 
Mstep: Class 15 contains 7384 members 
Mstep: Class 16 contains 160961 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 37678 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 86358 members 
Mstep: Class 21 contains 7896 members 
Mstep: Class 22 contains 168042 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 6691 members 
Mstep: Class 25 contains 14910 members 
Mstep: Class 26 contains 8356 members 
Mstep: Class 27 contains 11239 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 16346 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 5253 members 
Mstep: Class 32 contains 10438 members 
Mstep: Class 33 contains 7237 members 
Mstep: Class 34 contains 3035 members 
Entering Unmasked Estep 
Score: -100886008.000000 Penalty: 114218.242188
Splitting cluster 6 changes total score from -100886904.000000 to -100886008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (6268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Entering Unmasked Estep 
Score: -813837.562500 Penalty: 2168.316650
	Iteration 0F: 2 clusters Score -813837.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -808549.250000 Penalty: 4336.633301
	Iteration 0F: 3 clusters Score -808549.2 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -810008.687500 Penalty: 4336.633301
	Iteration 1F: 3 clusters Score -810008.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -810253.687500 Penalty: 4336.633301
	Iteration 2F: 3 clusters Score -810253.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -810404.500000 Penalty: 4336.633301
	Iteration 3Q: 3 clusters Score -810404.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -810531.625000 Penalty: 4336.633301
	Iteration 4Q: 3 clusters Score -810531.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -810630.750000 Penalty: 4336.633301
	Iteration 5Q: 3 clusters Score -810630.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -810729.812500 Penalty: 4336.633301
	Iteration 6Q: 3 clusters Score -810729.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -810878.437500 Penalty: 4336.633301
	Iteration 7Q: 3 clusters Score -810878.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -811053.062500 Penalty: 4336.633301
	Iteration 8Q: 3 clusters Score -811053.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -811296.812500 Penalty: 4336.633301
	Iteration 9Q: 3 clusters Score -811296.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -811552.187500 Penalty: 4336.633301
	Iteration 10Q: 3 clusters Score -811552.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -811786.937500 Penalty: 4336.633301
	Iteration 11Q: 3 clusters Score -811786.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -811996.250000 Penalty: 4336.633301
	Iteration 12Q: 3 clusters Score -811996.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -812194.000000 Penalty: 4336.633301
	Iteration 13Q: 3 clusters Score -812194 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -812370.875000 Penalty: 4336.633301
	Iteration 14Q: 3 clusters Score -812370.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -812497.562500 Penalty: 4336.633301
	Iteration 15Q: 3 clusters Score -812497.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -812575.562500 Penalty: 4336.633301
	Iteration 16Q: 3 clusters Score -812575.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -812620.375000 Penalty: 4336.633301
	Iteration 17Q: 3 clusters Score -812620.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -812650.750000 Penalty: 4336.633301
	Iteration 18Q: 3 clusters Score -812650.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -812672.312500 Penalty: 4336.633301
	Iteration 19Q: 3 clusters Score -812672.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -812684.812500 Penalty: 4336.633301
	Iteration 20F: 3 clusters Score -812684.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -812690.812500 Penalty: 4336.633301
	Iteration 21Q: 3 clusters Score -812690.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -812695.187500 Penalty: 4336.633301
	Iteration 22Q: 3 clusters Score -812695.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -812697.937500 Penalty: 4336.633301
	Iteration 23Q: 3 clusters Score -812697.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -812704.437500 Penalty: 4336.633301
	Iteration 24Q: 3 clusters Score -812704.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -812706.500000 Penalty: 4336.633301
	Iteration 25Q: 3 clusters Score -812706.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -812706.687500 Penalty: 4336.633301
	Iteration 26Q: 3 clusters Score -812706.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -812710.937500 Penalty: 4336.633301
	Iteration 27Q: 3 clusters Score -812710.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -812709.500000 Penalty: 4336.633301
	Iteration 28Q: 3 clusters Score -812709.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -812709.375000 Penalty: 4336.633301
	Iteration 29Q: 3 clusters Score -812709.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -812710.937500 Penalty: 4336.633301
	Iteration 30Q: 3 clusters Score -812710.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -812710.812500 Penalty: 4336.633301
	Iteration 31Q: 3 clusters Score -812710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -812710.625000 Penalty: 4336.633301
	Iteration 32Q: 3 clusters Score -812710.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -812713.000000 Penalty: 4336.633301
	Iteration 33Q: 3 clusters Score -812713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -812711.937500 Penalty: 4336.633301
	Iteration 34Q: 3 clusters Score -812711.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -812713.375000 Penalty: 4336.633301
	Iteration 35Q: 3 clusters Score -812713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -812712.687500 Penalty: 4336.633301
	Iteration 36Q: 3 clusters Score -812712.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -812712.687500 Penalty: 4336.633301
	Iteration 37F: 3 clusters Score -812712.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Entering Unmasked Estep 
Score: -270343.750000 Penalty: 1898.184326
	Iteration 0F: 2 clusters Score -270343.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -267740.718750 Penalty: 3796.368652
	Iteration 0F: 3 clusters Score -267740.7 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -268438.656250 Penalty: 3796.368652
	Iteration 1F: 3 clusters Score -268438.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -268735.781250 Penalty: 3796.368652
	Iteration 2F: 3 clusters Score -268735.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -268995.875000 Penalty: 3796.368652
	Iteration 3F: 3 clusters Score -268995.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -269232.156250 Penalty: 3796.368652
	Iteration 4F: 3 clusters Score -269232.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -269406.250000 Penalty: 3796.368652
	Iteration 5F: 3 clusters Score -269406.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -269518.937500 Penalty: 3796.368652
	Iteration 6Q: 3 clusters Score -269518.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -269579.562500 Penalty: 3796.368652
	Iteration 7Q: 3 clusters Score -269579.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -269617.593750 Penalty: 3796.368652
	Iteration 8Q: 3 clusters Score -269617.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -269639.937500 Penalty: 3796.368652
	Iteration 9Q: 3 clusters Score -269639.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -269662.437500 Penalty: 3796.368652
	Iteration 10Q: 3 clusters Score -269662.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -269680.562500 Penalty: 3796.368652
	Iteration 11Q: 3 clusters Score -269680.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -269691.718750 Penalty: 3796.368652
	Iteration 12Q: 3 clusters Score -269691.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -269704.281250 Penalty: 3796.368652
	Iteration 13Q: 3 clusters Score -269704.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -269715.250000 Penalty: 3796.368652
	Iteration 14Q: 3 clusters Score -269715.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -269722.656250 Penalty: 3796.368652
	Iteration 15Q: 3 clusters Score -269722.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -269731.062500 Penalty: 3796.368652
	Iteration 16Q: 3 clusters Score -269731.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -269734.812500 Penalty: 3796.368652
	Iteration 17Q: 3 clusters Score -269734.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -269736.031250 Penalty: 3796.368652
	Iteration 18Q: 3 clusters Score -269736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -269736.031250 Penalty: 3796.368652
	Iteration 19F: 3 clusters Score -269736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62233 members 
Entering Unmasked Estep 
Score: -8408914.000000 Penalty: 2737.583008
	Iteration 0F: 2 clusters Score -8408914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -8367319.000000 Penalty: 5475.166016
	Iteration 0F: 3 clusters Score -8367319 nChanged 28711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -8383322.000000 Penalty: 5475.166016
	Iteration 1F: 3 clusters Score -8383322 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -8383924.000000 Penalty: 5475.166016
	Iteration 2Q: 3 clusters Score -8383924 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -8384611.500000 Penalty: 5475.166016
	Iteration 3Q: 3 clusters Score -8384612 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -8385421.500000 Penalty: 5475.166016
	Iteration 4Q: 3 clusters Score -8385422 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -8386471.500000 Penalty: 5475.166016
	Iteration 5Q: 3 clusters Score -8386472 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -8387847.500000 Penalty: 5475.166016
	Iteration 6Q: 3 clusters Score -8387848 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -8389724.000000 Penalty: 5475.166016
	Iteration 7F: 3 clusters Score -8389724 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -8392433.000000 Penalty: 5475.166016
	Iteration 8F: 3 clusters Score -8392433 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -8395519.000000 Penalty: 5475.166016
	Iteration 9F: 3 clusters Score -8395519 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -8398606.000000 Penalty: 5475.166016
	Iteration 10F: 3 clusters Score -8398606 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -8401002.000000 Penalty: 5475.166016
	Iteration 11Q: 3 clusters Score -8401002 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -8402598.000000 Penalty: 5475.166016
	Iteration 12Q: 3 clusters Score -8402598 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -8403748.000000 Penalty: 5475.166016
	Iteration 13Q: 3 clusters Score -8403748 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -8404517.000000 Penalty: 5475.166016
	Iteration 14Q: 3 clusters Score -8404517 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -8405131.000000 Penalty: 5475.166016
	Iteration 15Q: 3 clusters Score -8405131 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -8405595.000000 Penalty: 5475.166016
	Iteration 16Q: 3 clusters Score -8405595 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 60155 members 
Entering Unmasked Estep 
Score: -8405900.000000 Penalty: 5475.166016
	Iteration 17Q: 3 clusters Score -8405900 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -8406138.000000 Penalty: 5475.166016
	Iteration 18Q: 3 clusters Score -8406138 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 60662 members 
Entering Unmasked Estep 
Score: -8406301.000000 Penalty: 5475.166016
	Iteration 19Q: 3 clusters Score -8406301 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -8406402.000000 Penalty: 5475.166016
	Iteration 20F: 3 clusters Score -8406402 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -8406480.000000 Penalty: 5475.166016
	Iteration 21Q: 3 clusters Score -8406480 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -8406601.000000 Penalty: 5475.166016
	Iteration 22Q: 3 clusters Score -8406601 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 61069 members 
Entering Unmasked Estep 
Score: -8406692.000000 Penalty: 5475.166016
	Iteration 23Q: 3 clusters Score -8406692 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -8406756.000000 Penalty: 5475.166016
	Iteration 24Q: 3 clusters Score -8406756 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -8406804.000000 Penalty: 5475.166016
	Iteration 25Q: 3 clusters Score -8406804 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -8406855.000000 Penalty: 5475.166016
	Iteration 26Q: 3 clusters Score -8406855 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 61182 members 
Entering Unmasked Estep 
Score: -8406895.000000 Penalty: 5475.166016
	Iteration 27Q: 3 clusters Score -8406895 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -8406938.000000 Penalty: 5475.166016
	Iteration 28Q: 3 clusters Score -8406938 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -8406975.000000 Penalty: 5475.166016
	Iteration 29Q: 3 clusters Score -8406975 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 61187 members 
Entering Unmasked Estep 
Score: -8407008.000000 Penalty: 5475.166016
	Iteration 30Q: 3 clusters Score -8407008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -8407057.000000 Penalty: 5475.166016
	Iteration 31Q: 3 clusters Score -8407057 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -8407102.000000 Penalty: 5475.166016
	Iteration 32Q: 3 clusters Score -8407102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -8407129.000000 Penalty: 5475.166016
	Iteration 33Q: 3 clusters Score -8407129 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -8407135.000000 Penalty: 5475.166016
	Iteration 34Q: 3 clusters Score -8407135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -8407156.000000 Penalty: 5475.166016
	Iteration 35Q: 3 clusters Score -8407156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -8407168.000000 Penalty: 5475.166016
	Iteration 36Q: 3 clusters Score -8407168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -8407170.000000 Penalty: 5475.166016
	Iteration 37Q: 3 clusters Score -8407170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -8407183.000000 Penalty: 5475.166016
	Iteration 38Q: 3 clusters Score -8407183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -8407180.000000 Penalty: 5475.166016
	Iteration 39Q: 3 clusters Score -8407180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -8407193.000000 Penalty: 5475.166016
	Iteration 40F: 3 clusters Score -8407193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -8407219.000000 Penalty: 5475.166016
	Iteration 41Q: 3 clusters Score -8407219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 61085 members 
Entering Unmasked Estep 
Score: -8407233.000000 Penalty: 5475.166016
	Iteration 42Q: 3 clusters Score -8407233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
Score: -8407253.000000 Penalty: 5475.166016
	Iteration 43Q: 3 clusters Score -8407253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -8407262.000000 Penalty: 5475.166016
	Iteration 44Q: 3 clusters Score -8407262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -8407252.000000 Penalty: 5475.166016
	Iteration 45Q: 3 clusters Score -8407252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -8407263.000000 Penalty: 5475.166016
	Iteration 46Q: 3 clusters Score -8407263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -8407270.000000 Penalty: 5475.166016
	Iteration 47Q: 3 clusters Score -8407270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 61076 members 
Entering Unmasked Estep 
Score: -8407273.000000 Penalty: 5475.166016
	Iteration 48Q: 3 clusters Score -8407273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -8407283.000000 Penalty: 5475.166016
	Iteration 49Q: 3 clusters Score -8407283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -8407292.000000 Penalty: 5475.166016
	Iteration 50Q: 3 clusters Score -8407292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -8407295.000000 Penalty: 5475.166016
	Iteration 51Q: 3 clusters Score -8407295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -8407291.000000 Penalty: 5475.166016
	Iteration 52Q: 3 clusters Score -8407291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 61070 members 
Entering Unmasked Estep 
Score: -8407286.000000 Penalty: 5475.166016
	Iteration 53Q: 3 clusters Score -8407286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -8407287.000000 Penalty: 5475.166016
	Iteration 54Q: 3 clusters Score -8407287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 61058 members 
Entering Unmasked Estep 
Score: -8407278.000000 Penalty: 5475.166016
	Iteration 55Q: 3 clusters Score -8407278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -8407286.000000 Penalty: 5475.166016
	Iteration 56Q: 3 clusters Score -8407286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -8407298.000000 Penalty: 5475.166016
	Iteration 57Q: 3 clusters Score -8407298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 61042 members 
Entering Unmasked Estep 
Score: -8407310.000000 Penalty: 5475.166016
	Iteration 58Q: 3 clusters Score -8407310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -8407309.000000 Penalty: 5475.166016
	Iteration 59Q: 3 clusters Score -8407309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -8407316.000000 Penalty: 5475.166016
	Iteration 60F: 3 clusters Score -8407316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -8407337.000000 Penalty: 5475.166016
	Iteration 61Q: 3 clusters Score -8407337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -8407347.000000 Penalty: 5475.166016
	Iteration 62Q: 3 clusters Score -8407347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
Score: -8407340.000000 Penalty: 5475.166016
	Iteration 63Q: 3 clusters Score -8407340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
Score: -8407359.000000 Penalty: 5475.166016
	Iteration 64Q: 3 clusters Score -8407359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -8407349.000000 Penalty: 5475.166016
	Iteration 65Q: 3 clusters Score -8407349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 60947 members 
Entering Unmasked Estep 
Score: -8407369.000000 Penalty: 5475.166016
	Iteration 66Q: 3 clusters Score -8407369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 60944 members 
Entering Unmasked Estep 
Score: -8407370.000000 Penalty: 5475.166016
	Iteration 67Q: 3 clusters Score -8407370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 60936 members 
Entering Unmasked Estep 
Score: -8407384.000000 Penalty: 5475.166016
	Iteration 68Q: 3 clusters Score -8407384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -8407374.000000 Penalty: 5475.166016
	Iteration 69Q: 3 clusters Score -8407374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -8407397.000000 Penalty: 5475.166016
	Iteration 70Q: 3 clusters Score -8407397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -8407408.000000 Penalty: 5475.166016
	Iteration 71Q: 3 clusters Score -8407408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -8407416.000000 Penalty: 5475.166016
	Iteration 72Q: 3 clusters Score -8407416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -8407413.000000 Penalty: 5475.166016
	Iteration 73Q: 3 clusters Score -8407413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -8407415.000000 Penalty: 5475.166016
	Iteration 74Q: 3 clusters Score -8407415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -8407425.000000 Penalty: 5475.166016
	Iteration 75Q: 3 clusters Score -8407425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -8407423.000000 Penalty: 5475.166016
	Iteration 76Q: 3 clusters Score -8407423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 60848 members 
Entering Unmasked Estep 
Score: -8407433.000000 Penalty: 5475.166016
	Iteration 77Q: 3 clusters Score -8407433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 60841 members 
Entering Unmasked Estep 
Score: -8407433.000000 Penalty: 5475.166016
	Iteration 78Q: 3 clusters Score -8407433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 60826 members 
Entering Unmasked Estep 
Score: -8407453.000000 Penalty: 5475.166016
	Iteration 79Q: 3 clusters Score -8407453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -8407454.000000 Penalty: 5475.166016
	Iteration 80F: 3 clusters Score -8407454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -8407471.000000 Penalty: 5475.166016
	Iteration 81Q: 3 clusters Score -8407471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -8407473.000000 Penalty: 5475.166016
	Iteration 82Q: 3 clusters Score -8407473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 60781 members 
Entering Unmasked Estep 
Score: -8407470.000000 Penalty: 5475.166016
	Iteration 83Q: 3 clusters Score -8407470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -8407491.000000 Penalty: 5475.166016
	Iteration 84Q: 3 clusters Score -8407491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 60751 members 
Entering Unmasked Estep 
Score: -8407489.000000 Penalty: 5475.166016
	Iteration 85Q: 3 clusters Score -8407489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -8407495.000000 Penalty: 5475.166016
	Iteration 86Q: 3 clusters Score -8407495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -8407503.000000 Penalty: 5475.166016
	Iteration 87Q: 3 clusters Score -8407503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -8407505.000000 Penalty: 5475.166016
	Iteration 88Q: 3 clusters Score -8407505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -8407512.000000 Penalty: 5475.166016
	Iteration 89Q: 3 clusters Score -8407512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -8407521.000000 Penalty: 5475.166016
	Iteration 90Q: 3 clusters Score -8407521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -8407521.000000 Penalty: 5475.166016
	Iteration 91Q: 3 clusters Score -8407521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -8407527.000000 Penalty: 5475.166016
	Iteration 92Q: 3 clusters Score -8407527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 60682 members 
Entering Unmasked Estep 
Score: -8407526.000000 Penalty: 5475.166016
	Iteration 93Q: 3 clusters Score -8407526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -8407530.000000 Penalty: 5475.166016
	Iteration 94Q: 3 clusters Score -8407530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -8407531.000000 Penalty: 5475.166016
	Iteration 95Q: 3 clusters Score -8407531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -8407537.000000 Penalty: 5475.166016
	Iteration 96Q: 3 clusters Score -8407537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -8407546.000000 Penalty: 5475.166016
	Iteration 97Q: 3 clusters Score -8407546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -8407540.000000 Penalty: 5475.166016
	Iteration 98Q: 3 clusters Score -8407540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -8407548.000000 Penalty: 5475.166016
	Iteration 99Q: 3 clusters Score -8407548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -8407546.000000 Penalty: 5475.166016
	Iteration 100F: 3 clusters Score -8407546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 60634 members 
Entering Unmasked Estep 
Score: -8407548.000000 Penalty: 5475.166016
	Iteration 101Q: 3 clusters Score -8407548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -8407559.000000 Penalty: 5475.166016
	Iteration 102Q: 3 clusters Score -8407559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -8407552.000000 Penalty: 5475.166016
	Iteration 103Q: 3 clusters Score -8407552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -8407550.000000 Penalty: 5475.166016
	Iteration 104Q: 3 clusters Score -8407550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
Score: -8407556.000000 Penalty: 5475.166016
	Iteration 105Q: 3 clusters Score -8407556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 60601 members 
Entering Unmasked Estep 
Score: -8407552.000000 Penalty: 5475.166016
	Iteration 106Q: 3 clusters Score -8407552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 60594 members 
Entering Unmasked Estep 
Score: -8407560.000000 Penalty: 5475.166016
	Iteration 107Q: 3 clusters Score -8407560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 60586 members 
Entering Unmasked Estep 
Score: -8407559.000000 Penalty: 5475.166016
	Iteration 108Q: 3 clusters Score -8407559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -8407560.000000 Penalty: 5475.166016
	Iteration 109Q: 3 clusters Score -8407560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -8407561.000000 Penalty: 5475.166016
	Iteration 110Q: 3 clusters Score -8407561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 60560 members 
Entering Unmasked Estep 
Score: -8407559.000000 Penalty: 5475.166016
	Iteration 111Q: 3 clusters Score -8407559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 60550 members 
Entering Unmasked Estep 
Score: -8407546.000000 Penalty: 5475.166016
	Iteration 112Q: 3 clusters Score -8407546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 60541 members 
Entering Unmasked Estep 
Score: -8407564.000000 Penalty: 5475.166016
	Iteration 113Q: 3 clusters Score -8407564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -8407562.000000 Penalty: 5475.166016
	Iteration 114Q: 3 clusters Score -8407562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -8407556.000000 Penalty: 5475.166016
	Iteration 115Q: 3 clusters Score -8407556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -8407562.000000 Penalty: 5475.166016
	Iteration 116Q: 3 clusters Score -8407562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 60519 members 
Entering Unmasked Estep 
Score: -8407563.000000 Penalty: 5475.166016
	Iteration 117Q: 3 clusters Score -8407563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -8407562.000000 Penalty: 5475.166016
	Iteration 118Q: 3 clusters Score -8407562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -8407563.000000 Penalty: 5475.166016
	Iteration 119Q: 3 clusters Score -8407563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -8407565.000000 Penalty: 5475.166016
	Iteration 120F: 3 clusters Score -8407565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 60495 members 
Entering Unmasked Estep 
Score: -8407572.000000 Penalty: 5475.166016
	Iteration 121Q: 3 clusters Score -8407572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -8407573.000000 Penalty: 5475.166016
	Iteration 122Q: 3 clusters Score -8407573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -8407575.000000 Penalty: 5475.166016
	Iteration 123Q: 3 clusters Score -8407575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -8407575.000000 Penalty: 5475.166016
	Iteration 124Q: 3 clusters Score -8407575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -8407567.000000 Penalty: 5475.166016
	Iteration 125Q: 3 clusters Score -8407567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 60487 members 
Entering Unmasked Estep 
Score: -8407570.000000 Penalty: 5475.166016
	Iteration 126Q: 3 clusters Score -8407570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -8407571.000000 Penalty: 5475.166016
	Iteration 127Q: 3 clusters Score -8407571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -8407569.000000 Penalty: 5475.166016
	Iteration 128Q: 3 clusters Score -8407569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -8407560.000000 Penalty: 5475.166016
	Iteration 129Q: 3 clusters Score -8407560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -8407560.000000 Penalty: 5475.166016
	Iteration 130F: 3 clusters Score -8407560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -226982.765625 Penalty: 1837.465820
	Iteration 0F: 2 clusters Score -226982.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -224598.984375 Penalty: 3674.931641
	Iteration 0F: 3 clusters Score -224599 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -224968.125000 Penalty: 3674.931641
	Iteration 1F: 3 clusters Score -224968.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -225062.187500 Penalty: 3674.931641
	Iteration 2F: 3 clusters Score -225062.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -225123.578125 Penalty: 3674.931641
	Iteration 3Q: 3 clusters Score -225123.6 nChanged 40
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: -225153.843750 Penalty: 3674.931641
	Iteration 4Q: 3 clusters Score -225153.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -225171.000000 Penalty: 3674.931641
	Iteration 5Q: 3 clusters Score -225171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -225186.750000 Penalty: 3674.931641
	Iteration 6Q: 3 clusters Score -225186.8 nChanged 15
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: -225194.578125 Penalty: 3674.931641
	Iteration 7Q: 3 clusters Score -225194.6 nChanged 5
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: -225199.890625 Penalty: 3674.931641
	Iteration 8Q: 3 clusters Score -225199.9 nChanged 8
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: -225205.968750 Penalty: 3674.931641
	Iteration 9Q: 3 clusters Score -225206 nChanged 8
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: -225212.109375 Penalty: 3674.931641
	Iteration 10Q: 3 clusters Score -225212.1 nChanged 5
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: -225217.750000 Penalty: 3674.931641
	Iteration 11Q: 3 clusters Score -225217.8 nChanged 3
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: -225219.640625 Penalty: 3674.931641
	Iteration 12Q: 3 clusters Score -225219.6 nChanged 1
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: -225219.828125 Penalty: 3674.931641
	Iteration 13Q: 3 clusters Score -225219.8 nChanged 0
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: -225219.828125 Penalty: 3674.931641
	Iteration 14F: 3 clusters Score -225219.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Entering Unmasked Estep 
Score: -2822948.750000 Penalty: 2465.421631
	Iteration 0F: 2 clusters Score -2822949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2808510.500000 Penalty: 4930.843262
	Iteration 0F: 3 clusters Score -2808510 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2813437.250000 Penalty: 4930.843262
	Iteration 1F: 3 clusters Score -2813437 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2813897.500000 Penalty: 4930.843262
	Iteration 2F: 3 clusters Score -2813898 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2814509.000000 Penalty: 4930.843262
	Iteration 3F: 3 clusters Score -2814509 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2815189.750000 Penalty: 4930.843262
	Iteration 4Q: 3 clusters Score -2815190 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2815796.500000 Penalty: 4930.843262
	Iteration 5F: 3 clusters Score -2815796 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2816418.750000 Penalty: 4930.843262
	Iteration 6F: 3 clusters Score -2816419 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2817158.250000 Penalty: 4930.843262
	Iteration 7F: 3 clusters Score -2817158 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2818034.500000 Penalty: 4930.843262
	Iteration 8F: 3 clusters Score -2818034 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2818943.250000 Penalty: 4930.843262
	Iteration 9F: 3 clusters Score -2818943 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2819781.750000 Penalty: 4930.843262
	Iteration 10F: 3 clusters Score -2819782 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2820521.250000 Penalty: 4930.843262
	Iteration 11Q: 3 clusters Score -2820521 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2821091.500000 Penalty: 4930.843262
	Iteration 12Q: 3 clusters Score -2821092 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2821517.750000 Penalty: 4930.843262
	Iteration 13Q: 3 clusters Score -2821518 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2821846.250000 Penalty: 4930.843262
	Iteration 14Q: 3 clusters Score -2821846 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2822080.750000 Penalty: 4930.843262
	Iteration 15Q: 3 clusters Score -2822081 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2822238.500000 Penalty: 4930.843262
	Iteration 16Q: 3 clusters Score -2822238 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2822321.500000 Penalty: 4930.843262
	Iteration 17Q: 3 clusters Score -2822322 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2822381.750000 Penalty: 4930.843262
	Iteration 18Q: 3 clusters Score -2822382 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2822443.000000 Penalty: 4930.843262
	Iteration 19Q: 3 clusters Score -2822443 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2822499.000000 Penalty: 4930.843262
	Iteration 20F: 3 clusters Score -2822499 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2822531.500000 Penalty: 4930.843262
	Iteration 21Q: 3 clusters Score -2822532 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2822548.500000 Penalty: 4930.843262
	Iteration 22Q: 3 clusters Score -2822548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2822560.500000 Penalty: 4930.843262
	Iteration 23Q: 3 clusters Score -2822560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2822572.250000 Penalty: 4930.843262
	Iteration 24Q: 3 clusters Score -2822572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2822583.000000 Penalty: 4930.843262
	Iteration 25Q: 3 clusters Score -2822583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2822584.250000 Penalty: 4930.843262
	Iteration 26Q: 3 clusters Score -2822584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2822595.500000 Penalty: 4930.843262
	Iteration 27Q: 3 clusters Score -2822596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2822595.000000 Penalty: 4930.843262
	Iteration 28Q: 3 clusters Score -2822595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2822601.250000 Penalty: 4930.843262
	Iteration 29Q: 3 clusters Score -2822601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2822600.000000 Penalty: 4930.843262
	Iteration 30Q: 3 clusters Score -2822600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2822601.000000 Penalty: 4930.843262
	Iteration 31Q: 3 clusters Score -2822601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2822604.000000 Penalty: 4930.843262
	Iteration 32Q: 3 clusters Score -2822604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2822612.250000 Penalty: 4930.843262
	Iteration 33Q: 3 clusters Score -2822612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2822612.250000 Penalty: 4930.843262
	Iteration 34Q: 3 clusters Score -2822612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2822617.750000 Penalty: 4930.843262
	Iteration 35Q: 3 clusters Score -2822618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2822622.250000 Penalty: 4930.843262
	Iteration 36Q: 3 clusters Score -2822622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2822618.750000 Penalty: 4930.843262
	Iteration 37Q: 3 clusters Score -2822619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2822620.250000 Penalty: 4930.843262
	Iteration 38Q: 3 clusters Score -2822620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2822620.750000 Penalty: 4930.843262
	Iteration 39Q: 3 clusters Score -2822621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2822625.500000 Penalty: 4930.843262
	Iteration 40F: 3 clusters Score -2822626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2822625.500000 Penalty: 4930.843262
	Iteration 41Q: 3 clusters Score -2822626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2822626.750000 Penalty: 4930.843262
	Iteration 42Q: 3 clusters Score -2822627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2822621.250000 Penalty: 4930.843262
	Iteration 43Q: 3 clusters Score -2822621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2822622.250000 Penalty: 4930.843262
	Iteration 44Q: 3 clusters Score -2822622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2822627.250000 Penalty: 4930.843262
	Iteration 45Q: 3 clusters Score -2822627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2822627.250000 Penalty: 4930.843262
	Iteration 46F: 3 clusters Score -2822627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -35000.023438 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -35000.02 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 155 members 
Entering Unmasked Estep 
Score: -33769.312500 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -33769.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33933.914062 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -33933.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33958.066406 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -33958.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33969.906250 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -33969.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33981.035156 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -33981.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33989.500000 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -33989.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33989.500000 Penalty: 2829.076172
	Iteration 6F: 3 clusters Score -33989.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Entering Unmasked Estep 
Score: -4421294.000000 Penalty: 2590.748779
	Iteration 0F: 2 clusters Score -4421294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -4397951.000000 Penalty: 5181.497559
	Iteration 0F: 3 clusters Score -4397951 nChanged 15652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -4406863.000000 Penalty: 5181.497559
	Iteration 1F: 3 clusters Score -4406863 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -4408276.000000 Penalty: 5181.497559
	Iteration 2F: 3 clusters Score -4408276 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -4410492.000000 Penalty: 5181.497559
	Iteration 3F: 3 clusters Score -4410492 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -4413095.000000 Penalty: 5181.497559
	Iteration 4F: 3 clusters Score -4413095 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -4415245.500000 Penalty: 5181.497559
	Iteration 5F: 3 clusters Score -4415246 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -4416866.500000 Penalty: 5181.497559
	Iteration 6F: 3 clusters Score -4416866 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -4418134.000000 Penalty: 5181.497559
	Iteration 7F: 3 clusters Score -4418134 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -4419206.000000 Penalty: 5181.497559
	Iteration 8Q: 3 clusters Score -4419206 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -4420237.500000 Penalty: 5181.497559
	Iteration 9Q: 3 clusters Score -4420238 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -4421126.000000 Penalty: 5181.497559
	Iteration 10Q: 3 clusters Score -4421126 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -4421934.500000 Penalty: 5181.497559
	Iteration 11Q: 3 clusters Score -4421934 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -4422622.500000 Penalty: 5181.497559
	Iteration 12Q: 3 clusters Score -4422622 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -4423055.500000 Penalty: 5181.497559
	Iteration 13Q: 3 clusters Score -4423056 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -4423398.000000 Penalty: 5181.497559
	Iteration 14Q: 3 clusters Score -4423398 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -4423648.000000 Penalty: 5181.497559
	Iteration 15Q: 3 clusters Score -4423648 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -4423908.500000 Penalty: 5181.497559
	Iteration 16Q: 3 clusters Score -4423908 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -4424149.500000 Penalty: 5181.497559
	Iteration 17Q: 3 clusters Score -4424150 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -4424397.500000 Penalty: 5181.497559
	Iteration 18Q: 3 clusters Score -4424398 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -4424614.500000 Penalty: 5181.497559
	Iteration 19Q: 3 clusters Score -4424614 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -4424849.000000 Penalty: 5181.497559
	Iteration 20F: 3 clusters Score -4424849 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -4425107.500000 Penalty: 5181.497559
	Iteration 21Q: 3 clusters Score -4425108 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -4425300.500000 Penalty: 5181.497559
	Iteration 22Q: 3 clusters Score -4425300 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -4425368.000000 Penalty: 5181.497559
	Iteration 23Q: 3 clusters Score -4425368 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -4425417.000000 Penalty: 5181.497559
	Iteration 24Q: 3 clusters Score -4425417 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -4425441.000000 Penalty: 5181.497559
	Iteration 25Q: 3 clusters Score -4425441 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -4425457.000000 Penalty: 5181.497559
	Iteration 26Q: 3 clusters Score -4425457 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -4425467.500000 Penalty: 5181.497559
	Iteration 27Q: 3 clusters Score -4425468 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -4425484.000000 Penalty: 5181.497559
	Iteration 28Q: 3 clusters Score -4425484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -4425490.500000 Penalty: 5181.497559
	Iteration 29Q: 3 clusters Score -4425490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -4425486.000000 Penalty: 5181.497559
	Iteration 30Q: 3 clusters Score -4425486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -4425489.000000 Penalty: 5181.497559
	Iteration 31Q: 3 clusters Score -4425489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -4425491.000000 Penalty: 5181.497559
	Iteration 32Q: 3 clusters Score -4425491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -4425496.000000 Penalty: 5181.497559
	Iteration 33Q: 3 clusters Score -4425496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -4425505.000000 Penalty: 5181.497559
	Iteration 34Q: 3 clusters Score -4425505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -4425502.000000 Penalty: 5181.497559
	Iteration 35Q: 3 clusters Score -4425502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -4425504.500000 Penalty: 5181.497559
	Iteration 36Q: 3 clusters Score -4425504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -4425501.000000 Penalty: 5181.497559
	Iteration 37Q: 3 clusters Score -4425501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -4425503.500000 Penalty: 5181.497559
	Iteration 38Q: 3 clusters Score -4425504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -4425507.000000 Penalty: 5181.497559
	Iteration 39Q: 3 clusters Score -4425507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -4425502.500000 Penalty: 5181.497559
	Iteration 40F: 3 clusters Score -4425502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -4425505.000000 Penalty: 5181.497559
	Iteration 41Q: 3 clusters Score -4425505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -4425503.500000 Penalty: 5181.497559
	Iteration 42Q: 3 clusters Score -4425504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -4425503.000000 Penalty: 5181.497559
	Iteration 43Q: 3 clusters Score -4425503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -4425503.000000 Penalty: 5181.497559
	Iteration 44Q: 3 clusters Score -4425503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -4425503.500000 Penalty: 5181.497559
	Iteration 45Q: 3 clusters Score -4425504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -4425503.500000 Penalty: 5181.497559
	Iteration 46F: 3 clusters Score -4425504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 16189 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 25965 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 4709 members 
Mstep: Class 7 contains 6268 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 62233 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 20769 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 5195 members 
Mstep: Class 14 contains 10444 members 
Mstep: Class 15 contains 7384 members 
Mstep: Class 16 contains 160961 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 37678 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 86358 members 
Mstep: Class 21 contains 7896 members 
Mstep: Class 22 contains 168042 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 6691 members 
Mstep: Class 25 contains 14910 members 
Mstep: Class 26 contains 8356 members 
Mstep: Class 27 contains 11239 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 16346 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 5253 members 
Mstep: Class 32 contains 10438 members 
Mstep: Class 33 contains 7237 members 
Mstep: Class 34 contains 29231 members 
Entering Unmasked Estep 
Score: -100890928.000000 Penalty: 114218.242188
Splitting cluster 13 changes total score from -100886904.000000 to -100890928.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1403432.875000 Penalty: 2294.938232
	Iteration 0F: 2 clusters Score -1403433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1395536.625000 Penalty: 4589.876465
	Iteration 0F: 3 clusters Score -1395537 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1397929.250000 Penalty: 4589.876465
	Iteration 1F: 3 clusters Score -1397929 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1398309.875000 Penalty: 4589.876465
	Iteration 2F: 3 clusters Score -1398310 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1398616.000000 Penalty: 4589.876465
	Iteration 3F: 3 clusters Score -1398616 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1398927.000000 Penalty: 4589.876465
	Iteration 4Q: 3 clusters Score -1398927 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1399274.000000 Penalty: 4589.876465
	Iteration 5F: 3 clusters Score -1399274 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1399676.875000 Penalty: 4589.876465
	Iteration 6F: 3 clusters Score -1399677 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1400220.750000 Penalty: 4589.876465
	Iteration 7F: 3 clusters Score -1400221 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1401048.125000 Penalty: 4589.876465
	Iteration 8F: 3 clusters Score -1401048 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1402056.625000 Penalty: 4589.876465
	Iteration 9F: 3 clusters Score -1402057 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1402832.125000 Penalty: 4589.876465
	Iteration 10F: 3 clusters Score -1402832 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1403211.750000 Penalty: 4589.876465
	Iteration 11Q: 3 clusters Score -1403212 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1403347.125000 Penalty: 4589.876465
	Iteration 12Q: 3 clusters Score -1403347 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1403401.750000 Penalty: 4589.876465
	Iteration 13Q: 3 clusters Score -1403402 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1403439.875000 Penalty: 4589.876465
	Iteration 14Q: 3 clusters Score -1403440 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1403462.750000 Penalty: 4589.876465
	Iteration 15Q: 3 clusters Score -1403463 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1403483.000000 Penalty: 4589.876465
	Iteration 16Q: 3 clusters Score -1403483 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1403496.500000 Penalty: 4589.876465
	Iteration 17Q: 3 clusters Score -1403496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1403508.625000 Penalty: 4589.876465
	Iteration 18Q: 3 clusters Score -1403509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1403514.750000 Penalty: 4589.876465
	Iteration 19Q: 3 clusters Score -1403515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1403522.250000 Penalty: 4589.876465
	Iteration 20F: 3 clusters Score -1403522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1403522.625000 Penalty: 4589.876465
	Iteration 21Q: 3 clusters Score -1403523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1403525.750000 Penalty: 4589.876465
	Iteration 22Q: 3 clusters Score -1403526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1403535.750000 Penalty: 4589.876465
	Iteration 23Q: 3 clusters Score -1403536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1403539.125000 Penalty: 4589.876465
	Iteration 24Q: 3 clusters Score -1403539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1403543.875000 Penalty: 4589.876465
	Iteration 25Q: 3 clusters Score -1403544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1403546.875000 Penalty: 4589.876465
	Iteration 26Q: 3 clusters Score -1403547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1403548.875000 Penalty: 4589.876465
	Iteration 27Q: 3 clusters Score -1403549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1403550.500000 Penalty: 4589.876465
	Iteration 28Q: 3 clusters Score -1403550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1403550.000000 Penalty: 4589.876465
	Iteration 29Q: 3 clusters Score -1403550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1403552.625000 Penalty: 4589.876465
	Iteration 30Q: 3 clusters Score -1403553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1403549.125000 Penalty: 4589.876465
	Iteration 31Q: 3 clusters Score -1403549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1403550.625000 Penalty: 4589.876465
	Iteration 32Q: 3 clusters Score -1403551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1403552.625000 Penalty: 4589.876465
	Iteration 33Q: 3 clusters Score -1403553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1403552.125000 Penalty: 4589.876465
	Iteration 34Q: 3 clusters Score -1403552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1403552.500000 Penalty: 4589.876465
	Iteration 35Q: 3 clusters Score -1403552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1403552.750000 Penalty: 4589.876465
	Iteration 36Q: 3 clusters Score -1403553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1403551.750000 Penalty: 4589.876465
	Iteration 37Q: 3 clusters Score -1403552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1403555.250000 Penalty: 4589.876465
	Iteration 38Q: 3 clusters Score -1403555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1403555.250000 Penalty: 4589.876465
	Iteration 39F: 3 clusters Score -1403555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 16189 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 25965 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 4709 members 
Mstep: Class 7 contains 6268 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 62233 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 20769 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 5195 members 
Mstep: Class 14 contains 4111 members 
Mstep: Class 15 contains 7384 members 
Mstep: Class 16 contains 160961 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 37678 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 86358 members 
Mstep: Class 21 contains 7896 members 
Mstep: Class 22 contains 168042 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 6691 members 
Mstep: Class 25 contains 14910 members 
Mstep: Class 26 contains 8356 members 
Mstep: Class 27 contains 11239 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 16346 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 5253 members 
Mstep: Class 32 contains 10438 members 
Mstep: Class 33 contains 7237 members 
Mstep: Class 34 contains 29231 members 
Mstep: Class 35 contains 6333 members 
Entering Unmasked Estep 
Score: -100889968.000000 Penalty: 117577.601562
Splitting cluster 14 changes total score from -100886904.000000 to -100889968.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 15 (7384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Entering Unmasked Estep 
Score: -958495.187500 Penalty: 2208.953613
	Iteration 0F: 2 clusters Score -958495.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -952495.375000 Penalty: 4417.907227
	Iteration 0F: 3 clusters Score -952495.4 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -954132.875000 Penalty: 4417.907227
	Iteration 1F: 3 clusters Score -954132.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -954475.062500 Penalty: 4417.907227
	Iteration 2F: 3 clusters Score -954475.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -954737.875000 Penalty: 4417.907227
	Iteration 3F: 3 clusters Score -954737.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -954979.500000 Penalty: 4417.907227
	Iteration 4F: 3 clusters Score -954979.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -955187.312500 Penalty: 4417.907227
	Iteration 5Q: 3 clusters Score -955187.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -955384.750000 Penalty: 4417.907227
	Iteration 6Q: 3 clusters Score -955384.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -955562.375000 Penalty: 4417.907227
	Iteration 7Q: 3 clusters Score -955562.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -955752.687500 Penalty: 4417.907227
	Iteration 8Q: 3 clusters Score -955752.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -955939.312500 Penalty: 4417.907227
	Iteration 9Q: 3 clusters Score -955939.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -956092.125000 Penalty: 4417.907227
	Iteration 10Q: 3 clusters Score -956092.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -956262.687500 Penalty: 4417.907227
	Iteration 11Q: 3 clusters Score -956262.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -956413.625000 Penalty: 4417.907227
	Iteration 12Q: 3 clusters Score -956413.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -956527.062500 Penalty: 4417.907227
	Iteration 13Q: 3 clusters Score -956527.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -956608.437500 Penalty: 4417.907227
	Iteration 14Q: 3 clusters Score -956608.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -956662.812500 Penalty: 4417.907227
	Iteration 15Q: 3 clusters Score -956662.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -956705.125000 Penalty: 4417.907227
	Iteration 16Q: 3 clusters Score -956705.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -956741.312500 Penalty: 4417.907227
	Iteration 17Q: 3 clusters Score -956741.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -956773.250000 Penalty: 4417.907227
	Iteration 18Q: 3 clusters Score -956773.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -956795.500000 Penalty: 4417.907227
	Iteration 19Q: 3 clusters Score -956795.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -956812.187500 Penalty: 4417.907227
	Iteration 20F: 3 clusters Score -956812.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -956832.375000 Penalty: 4417.907227
	Iteration 21Q: 3 clusters Score -956832.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -956843.812500 Penalty: 4417.907227
	Iteration 22Q: 3 clusters Score -956843.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -956849.500000 Penalty: 4417.907227
	Iteration 23Q: 3 clusters Score -956849.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -956854.437500 Penalty: 4417.907227
	Iteration 24Q: 3 clusters Score -956854.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -956859.500000 Penalty: 4417.907227
	Iteration 25Q: 3 clusters Score -956859.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -956860.437500 Penalty: 4417.907227
	Iteration 26Q: 3 clusters Score -956860.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -956862.937500 Penalty: 4417.907227
	Iteration 27Q: 3 clusters Score -956862.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -956868.937500 Penalty: 4417.907227
	Iteration 28Q: 3 clusters Score -956868.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -956873.312500 Penalty: 4417.907227
	Iteration 29Q: 3 clusters Score -956873.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -956876.562500 Penalty: 4417.907227
	Iteration 30Q: 3 clusters Score -956876.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -956875.687500 Penalty: 4417.907227
	Iteration 31Q: 3 clusters Score -956875.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -956877.562500 Penalty: 4417.907227
	Iteration 32Q: 3 clusters Score -956877.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -956878.062500 Penalty: 4417.907227
	Iteration 33Q: 3 clusters Score -956878.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -956879.312500 Penalty: 4417.907227
	Iteration 34Q: 3 clusters Score -956879.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -956880.687500 Penalty: 4417.907227
	Iteration 35Q: 3 clusters Score -956880.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -956882.312500 Penalty: 4417.907227
	Iteration 36Q: 3 clusters Score -956882.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -956883.187500 Penalty: 4417.907227
	Iteration 37Q: 3 clusters Score -956883.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -956882.437500 Penalty: 4417.907227
	Iteration 38Q: 3 clusters Score -956882.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -956883.625000 Penalty: 4417.907227
	Iteration 39Q: 3 clusters Score -956883.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -956884.750000 Penalty: 4417.907227
	Iteration 40F: 3 clusters Score -956884.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -956886.875000 Penalty: 4417.907227
	Iteration 41Q: 3 clusters Score -956886.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -956886.500000 Penalty: 4417.907227
	Iteration 42Q: 3 clusters Score -956886.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -956887.375000 Penalty: 4417.907227
	Iteration 43Q: 3 clusters Score -956887.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -956887.750000 Penalty: 4417.907227
	Iteration 44Q: 3 clusters Score -956887.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -956887.562500 Penalty: 4417.907227
	Iteration 45Q: 3 clusters Score -956887.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -956887.562500 Penalty: 4417.907227
	Iteration 46F: 3 clusters Score -956887.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (160961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160961 members 
Entering Unmasked Estep 
Score: -22017788.000000 Penalty: 2973.251465
	Iteration 0F: 2 clusters Score -2.201779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 80436 members 
Entering Unmasked Estep 
Score: -21913704.000000 Penalty: 5946.502930
	Iteration 0F: 3 clusters Score -2.19137e+07 nChanged 77207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82726 members 
Mstep: Class 2 contains 78235 members 
Entering Unmasked Estep 
Score: -21959034.000000 Penalty: 5946.502930
	Iteration 1F: 3 clusters Score -2.195903e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84347 members 
Mstep: Class 2 contains 76614 members 
Entering Unmasked Estep 
Score: -21960326.000000 Penalty: 5946.502930
	Iteration 2Q: 3 clusters Score -2.196033e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86961 members 
Mstep: Class 2 contains 74000 members 
Entering Unmasked Estep 
Score: -21962174.000000 Penalty: 5946.502930
	Iteration 3Q: 3 clusters Score -2.196217e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90894 members 
Mstep: Class 2 contains 70067 members 
Entering Unmasked Estep 
Score: -21965022.000000 Penalty: 5946.502930
	Iteration 4Q: 3 clusters Score -2.196502e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96485 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -21969268.000000 Penalty: 5946.502930
	Iteration 5F: 3 clusters Score -2.196927e+07 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103841 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -21975478.000000 Penalty: 5946.502930
	Iteration 6F: 3 clusters Score -2.197548e+07 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112534 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -21982490.000000 Penalty: 5946.502930
	Iteration 7F: 3 clusters Score -2.198249e+07 nChanged 10947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121607 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -21989528.000000 Penalty: 5946.502930
	Iteration 8F: 3 clusters Score -2.198953e+07 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130175 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -21995400.000000 Penalty: 5946.502930
	Iteration 9F: 3 clusters Score -2.19954e+07 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137724 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -22000352.000000 Penalty: 5946.502930
	Iteration 10Q: 3 clusters Score -2.200035e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144385 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -22004804.000000 Penalty: 5946.502930
	Iteration 11Q: 3 clusters Score -2.20048e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149790 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -22008446.000000 Penalty: 5946.502930
	Iteration 12Q: 3 clusters Score -2.200845e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153830 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -22011346.000000 Penalty: 5946.502930
	Iteration 13Q: 3 clusters Score -2.201135e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156671 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -22013210.000000 Penalty: 5946.502930
	Iteration 14Q: 3 clusters Score -2.201321e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158374 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -22014232.000000 Penalty: 5946.502930
	Iteration 15Q: 3 clusters Score -2.201423e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159313 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -22014732.000000 Penalty: 5946.502930
	Iteration 16Q: 3 clusters Score -2.201473e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159813 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -22015034.000000 Penalty: 5946.502930
	Iteration 17Q: 3 clusters Score -2.201503e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160085 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -22015186.000000 Penalty: 5946.502930
	Iteration 18Q: 3 clusters Score -2.201519e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160211 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -22015252.000000 Penalty: 5946.502930
	Iteration 19Q: 3 clusters Score -2.201525e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160278 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -22015268.000000 Penalty: 5946.502930
	Iteration 20F: 3 clusters Score -2.201527e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160312 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -22015290.000000 Penalty: 5946.502930
	Iteration 21Q: 3 clusters Score -2.201529e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160335 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -22015328.000000 Penalty: 5946.502930
	Iteration 22Q: 3 clusters Score -2.201533e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160367 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -22015332.000000 Penalty: 5946.502930
	Iteration 23Q: 3 clusters Score -2.201533e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160383 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -22015350.000000 Penalty: 5946.502930
	Iteration 24Q: 3 clusters Score -2.201535e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160404 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -22015348.000000 Penalty: 5946.502930
	Iteration 25Q: 3 clusters Score -2.201535e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160421 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -22015354.000000 Penalty: 5946.502930
	Iteration 26Q: 3 clusters Score -2.201535e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160434 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -22015364.000000 Penalty: 5946.502930
	Iteration 27Q: 3 clusters Score -2.201536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160446 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -22015370.000000 Penalty: 5946.502930
	Iteration 28Q: 3 clusters Score -2.201537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160459 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -22015382.000000 Penalty: 5946.502930
	Iteration 29Q: 3 clusters Score -2.201538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160469 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -22015400.000000 Penalty: 5946.502930
	Iteration 30Q: 3 clusters Score -2.20154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160473 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -22015408.000000 Penalty: 5946.502930
	Iteration 31Q: 3 clusters Score -2.201541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160478 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -22015402.000000 Penalty: 5946.502930
	Iteration 32Q: 3 clusters Score -2.20154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160479 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -22015432.000000 Penalty: 5946.502930
	Iteration 33Q: 3 clusters Score -2.201543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160484 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -22015436.000000 Penalty: 5946.502930
	Iteration 34Q: 3 clusters Score -2.201544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160486 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -22015438.000000 Penalty: 5946.502930
	Iteration 35Q: 3 clusters Score -2.201544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160489 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -22015454.000000 Penalty: 5946.502930
	Iteration 36Q: 3 clusters Score -2.201545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160492 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -22015448.000000 Penalty: 5946.502930
	Iteration 37Q: 3 clusters Score -2.201545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160493 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -22015440.000000 Penalty: 5946.502930
	Iteration 38Q: 3 clusters Score -2.201544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160495 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -22015450.000000 Penalty: 5946.502930
	Iteration 39Q: 3 clusters Score -2.201545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160495 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -22015450.000000 Penalty: 5946.502930
	Iteration 40F: 3 clusters Score -2.201545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Entering Unmasked Estep 
Score: -202371.640625 Penalty: 1847.042236
	Iteration 0F: 2 clusters Score -202371.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -200091.562500 Penalty: 3694.084473
	Iteration 0F: 3 clusters Score -200091.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -201407.265625 Penalty: 3694.084473
	Iteration 1F: 3 clusters Score -201407.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -202699.921875 Penalty: 3694.084473
	Iteration 2F: 3 clusters Score -202699.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -203979.500000 Penalty: 3694.084473
	Iteration 3F: 3 clusters Score -203979.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -204887.328125 Penalty: 3694.084473
	Iteration 4F: 3 clusters Score -204887.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -205067.593750 Penalty: 3694.084473
	Iteration 5Q: 3 clusters Score -205067.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -205096.000000 Penalty: 3694.084473
	Iteration 6Q: 3 clusters Score -205096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -205112.281250 Penalty: 3694.084473
	Iteration 7Q: 3 clusters Score -205112.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -205121.640625 Penalty: 3694.084473
	Iteration 8Q: 3 clusters Score -205121.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -205128.156250 Penalty: 3694.084473
	Iteration 9Q: 3 clusters Score -205128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -205129.421875 Penalty: 3694.084473
	Iteration 10Q: 3 clusters Score -205129.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -205129.421875 Penalty: 3694.084473
	Iteration 11F: 3 clusters Score -205129.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 16189 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 25965 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 4709 members 
Mstep: Class 7 contains 6268 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 62233 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 20769 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 5195 members 
Mstep: Class 14 contains 4111 members 
Mstep: Class 15 contains 7384 members 
Mstep: Class 16 contains 160961 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 37678 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 86358 members 
Mstep: Class 21 contains 7896 members 
Mstep: Class 22 contains 168042 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 6691 members 
Mstep: Class 25 contains 14910 members 
Mstep: Class 26 contains 8356 members 
Mstep: Class 27 contains 11239 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 16346 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 5253 members 
Mstep: Class 32 contains 10438 members 
Mstep: Class 33 contains 7237 members 
Mstep: Class 34 contains 29231 members 
Mstep: Class 35 contains 6333 members 
Mstep: Class 36 contains 1002 members 
Entering Unmasked Estep 
Score: -100891304.000000 Penalty: 120936.960938
Splitting cluster 17 changes total score from -100886904.000000 to -100891304.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 18 (37678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Entering Unmasked Estep 
Score: -5238326.500000 Penalty: 2613.134277
	Iteration 0F: 2 clusters Score -5238326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -5212568.000000 Penalty: 5226.268555
	Iteration 0F: 3 clusters Score -5212568 nChanged 17295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -5222026.500000 Penalty: 5226.268555
	Iteration 1F: 3 clusters Score -5222026 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -5222503.500000 Penalty: 5226.268555
	Iteration 2Q: 3 clusters Score -5222504 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -5223030.000000 Penalty: 5226.268555
	Iteration 3Q: 3 clusters Score -5223030 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -5223683.000000 Penalty: 5226.268555
	Iteration 4Q: 3 clusters Score -5223683 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -5224586.000000 Penalty: 5226.268555
	Iteration 5Q: 3 clusters Score -5224586 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -5225623.500000 Penalty: 5226.268555
	Iteration 6F: 3 clusters Score -5225624 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -5226943.500000 Penalty: 5226.268555
	Iteration 7F: 3 clusters Score -5226944 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -5228356.500000 Penalty: 5226.268555
	Iteration 8F: 3 clusters Score -5228356 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -5229731.000000 Penalty: 5226.268555
	Iteration 9F: 3 clusters Score -5229731 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -5231029.000000 Penalty: 5226.268555
	Iteration 10F: 3 clusters Score -5231029 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -5231996.000000 Penalty: 5226.268555
	Iteration 11Q: 3 clusters Score -5231996 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -5232835.500000 Penalty: 5226.268555
	Iteration 12Q: 3 clusters Score -5232836 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -5233582.500000 Penalty: 5226.268555
	Iteration 13Q: 3 clusters Score -5233582 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -5234207.000000 Penalty: 5226.268555
	Iteration 14Q: 3 clusters Score -5234207 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -5234811.000000 Penalty: 5226.268555
	Iteration 15Q: 3 clusters Score -5234811 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -5235304.500000 Penalty: 5226.268555
	Iteration 16Q: 3 clusters Score -5235304 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5235630.500000 Penalty: 5226.268555
	Iteration 17Q: 3 clusters Score -5235630 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5235831.000000 Penalty: 5226.268555
	Iteration 18Q: 3 clusters Score -5235831 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5235959.000000 Penalty: 5226.268555
	Iteration 19Q: 3 clusters Score -5235959 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5236059.000000 Penalty: 5226.268555
	Iteration 20F: 3 clusters Score -5236059 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5236097.000000 Penalty: 5226.268555
	Iteration 21Q: 3 clusters Score -5236097 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5236127.000000 Penalty: 5226.268555
	Iteration 22Q: 3 clusters Score -5236127 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5236161.000000 Penalty: 5226.268555
	Iteration 23Q: 3 clusters Score -5236161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5236176.000000 Penalty: 5226.268555
	Iteration 24Q: 3 clusters Score -5236176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5236201.500000 Penalty: 5226.268555
	Iteration 25Q: 3 clusters Score -5236202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5236212.000000 Penalty: 5226.268555
	Iteration 26Q: 3 clusters Score -5236212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5236225.000000 Penalty: 5226.268555
	Iteration 27Q: 3 clusters Score -5236225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5236235.000000 Penalty: 5226.268555
	Iteration 28Q: 3 clusters Score -5236235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5236245.500000 Penalty: 5226.268555
	Iteration 29Q: 3 clusters Score -5236246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5236253.500000 Penalty: 5226.268555
	Iteration 30Q: 3 clusters Score -5236254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5236257.000000 Penalty: 5226.268555
	Iteration 31Q: 3 clusters Score -5236257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5236258.000000 Penalty: 5226.268555
	Iteration 32Q: 3 clusters Score -5236258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5236265.000000 Penalty: 5226.268555
	Iteration 33Q: 3 clusters Score -5236265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5236264.000000 Penalty: 5226.268555
	Iteration 34Q: 3 clusters Score -5236264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5236264.000000 Penalty: 5226.268555
	Iteration 35F: 3 clusters Score -5236264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Entering Unmasked Estep 
Score: -450793.125000 Penalty: 2015.815918
	Iteration 0F: 2 clusters Score -450793.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -447293.531250 Penalty: 4031.631836
	Iteration 0F: 3 clusters Score -447293.5 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -447960.656250 Penalty: 4031.631836
	Iteration 1F: 3 clusters Score -447960.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -448110.781250 Penalty: 4031.631836
	Iteration 2F: 3 clusters Score -448110.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -448205.406250 Penalty: 4031.631836
	Iteration 3Q: 3 clusters Score -448205.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -448265.750000 Penalty: 4031.631836
	Iteration 4Q: 3 clusters Score -448265.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -448300.812500 Penalty: 4031.631836
	Iteration 5Q: 3 clusters Score -448300.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -448331.187500 Penalty: 4031.631836
	Iteration 6Q: 3 clusters Score -448331.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -448370.312500 Penalty: 4031.631836
	Iteration 7Q: 3 clusters Score -448370.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -448400.125000 Penalty: 4031.631836
	Iteration 8Q: 3 clusters Score -448400.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -448420.812500 Penalty: 4031.631836
	Iteration 9Q: 3 clusters Score -448420.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -448433.500000 Penalty: 4031.631836
	Iteration 10Q: 3 clusters Score -448433.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -448447.718750 Penalty: 4031.631836
	Iteration 11Q: 3 clusters Score -448447.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -448458.281250 Penalty: 4031.631836
	Iteration 12Q: 3 clusters Score -448458.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -448463.406250 Penalty: 4031.631836
	Iteration 13Q: 3 clusters Score -448463.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -448470.593750 Penalty: 4031.631836
	Iteration 14Q: 3 clusters Score -448470.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -448484.500000 Penalty: 4031.631836
	Iteration 15Q: 3 clusters Score -448484.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -448498.281250 Penalty: 4031.631836
	Iteration 16Q: 3 clusters Score -448498.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -448508.500000 Penalty: 4031.631836
	Iteration 17Q: 3 clusters Score -448508.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -448521.031250 Penalty: 4031.631836
	Iteration 18Q: 3 clusters Score -448521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -448535.062500 Penalty: 4031.631836
	Iteration 19Q: 3 clusters Score -448535.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -448554.593750 Penalty: 4031.631836
	Iteration 20F: 3 clusters Score -448554.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -448571.843750 Penalty: 4031.631836
	Iteration 21Q: 3 clusters Score -448571.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -448587.781250 Penalty: 4031.631836
	Iteration 22Q: 3 clusters Score -448587.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -448608.031250 Penalty: 4031.631836
	Iteration 23Q: 3 clusters Score -448608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -448627.062500 Penalty: 4031.631836
	Iteration 24Q: 3 clusters Score -448627.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -448643.281250 Penalty: 4031.631836
	Iteration 25Q: 3 clusters Score -448643.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -448663.250000 Penalty: 4031.631836
	Iteration 26Q: 3 clusters Score -448663.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -448681.343750 Penalty: 4031.631836
	Iteration 27Q: 3 clusters Score -448681.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -448701.937500 Penalty: 4031.631836
	Iteration 28Q: 3 clusters Score -448701.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -448720.281250 Penalty: 4031.631836
	Iteration 29Q: 3 clusters Score -448720.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -448738.843750 Penalty: 4031.631836
	Iteration 30Q: 3 clusters Score -448738.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -448758.468750 Penalty: 4031.631836
	Iteration 31Q: 3 clusters Score -448758.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -448779.000000 Penalty: 4031.631836
	Iteration 32Q: 3 clusters Score -448779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -448797.375000 Penalty: 4031.631836
	Iteration 33Q: 3 clusters Score -448797.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -448816.000000 Penalty: 4031.631836
	Iteration 34Q: 3 clusters Score -448816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -448838.312500 Penalty: 4031.631836
	Iteration 35Q: 3 clusters Score -448838.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -448852.968750 Penalty: 4031.631836
	Iteration 36Q: 3 clusters Score -448853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -448865.312500 Penalty: 4031.631836
	Iteration 37Q: 3 clusters Score -448865.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -448880.562500 Penalty: 4031.631836
	Iteration 38Q: 3 clusters Score -448880.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -448895.843750 Penalty: 4031.631836
	Iteration 39Q: 3 clusters Score -448895.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -448914.156250 Penalty: 4031.631836
	Iteration 40F: 3 clusters Score -448914.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -448933.375000 Penalty: 4031.631836
	Iteration 41Q: 3 clusters Score -448933.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -448944.843750 Penalty: 4031.631836
	Iteration 42Q: 3 clusters Score -448944.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -448971.250000 Penalty: 4031.631836
	Iteration 43Q: 3 clusters Score -448971.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -448990.406250 Penalty: 4031.631836
	Iteration 44Q: 3 clusters Score -448990.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -449002.406250 Penalty: 4031.631836
	Iteration 45Q: 3 clusters Score -449002.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -449014.031250 Penalty: 4031.631836
	Iteration 46Q: 3 clusters Score -449014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -449026.031250 Penalty: 4031.631836
	Iteration 47Q: 3 clusters Score -449026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -449039.125000 Penalty: 4031.631836
	Iteration 48Q: 3 clusters Score -449039.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -449047.531250 Penalty: 4031.631836
	Iteration 49Q: 3 clusters Score -449047.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -449050.875000 Penalty: 4031.631836
	Iteration 50Q: 3 clusters Score -449050.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -449050.875000 Penalty: 4031.631836
	Iteration 51F: 3 clusters Score -449050.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (86358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86358 members 
Entering Unmasked Estep 
Score: -11779891.000000 Penalty: 2818.831543
	Iteration 0F: 2 clusters Score -1.177989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -11722119.000000 Penalty: 5637.663086
	Iteration 0F: 3 clusters Score -1.172212e+07 nChanged 40601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -11746606.000000 Penalty: 5637.663086
	Iteration 1F: 3 clusters Score -1.174661e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -11748724.000000 Penalty: 5637.663086
	Iteration 2F: 3 clusters Score -1.174872e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53821 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -11751937.000000 Penalty: 5637.663086
	Iteration 3F: 3 clusters Score -1.175194e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -11755946.000000 Penalty: 5637.663086
	Iteration 4F: 3 clusters Score -1.175595e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -11760164.000000 Penalty: 5637.663086
	Iteration 5F: 3 clusters Score -1.176016e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -11764076.000000 Penalty: 5637.663086
	Iteration 6F: 3 clusters Score -1.176408e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -11767468.000000 Penalty: 5637.663086
	Iteration 7F: 3 clusters Score -1.176747e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76176 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -11770376.000000 Penalty: 5637.663086
	Iteration 8Q: 3 clusters Score -1.177038e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78948 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -11772578.000000 Penalty: 5637.663086
	Iteration 9Q: 3 clusters Score -1.177258e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81017 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -11774287.000000 Penalty: 5637.663086
	Iteration 10Q: 3 clusters Score -1.177429e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82370 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -11775338.000000 Penalty: 5637.663086
	Iteration 11Q: 3 clusters Score -1.177534e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83231 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -11776105.000000 Penalty: 5637.663086
	Iteration 12Q: 3 clusters Score -1.17761e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83784 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -11776551.000000 Penalty: 5637.663086
	Iteration 13Q: 3 clusters Score -1.177655e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84135 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -11776866.000000 Penalty: 5637.663086
	Iteration 14Q: 3 clusters Score -1.177687e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84382 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -11777075.000000 Penalty: 5637.663086
	Iteration 15Q: 3 clusters Score -1.177708e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84561 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -11777221.000000 Penalty: 5637.663086
	Iteration 16Q: 3 clusters Score -1.177722e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84686 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -11777273.000000 Penalty: 5637.663086
	Iteration 17Q: 3 clusters Score -1.177727e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84789 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -11777301.000000 Penalty: 5637.663086
	Iteration 18Q: 3 clusters Score -1.17773e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84869 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -11777335.000000 Penalty: 5637.663086
	Iteration 19Q: 3 clusters Score -1.177734e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -11777369.000000 Penalty: 5637.663086
	Iteration 20F: 3 clusters Score -1.177737e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84979 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -11777417.000000 Penalty: 5637.663086
	Iteration 21Q: 3 clusters Score -1.177742e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85027 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -11777446.000000 Penalty: 5637.663086
	Iteration 22Q: 3 clusters Score -1.177745e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85062 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -11777462.000000 Penalty: 5637.663086
	Iteration 23Q: 3 clusters Score -1.177746e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85083 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -11777470.000000 Penalty: 5637.663086
	Iteration 24Q: 3 clusters Score -1.177747e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11777468.000000 Penalty: 5637.663086
	Iteration 25Q: 3 clusters Score -1.177747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85120 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -11777466.000000 Penalty: 5637.663086
	Iteration 26Q: 3 clusters Score -1.177747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85129 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -11777474.000000 Penalty: 5637.663086
	Iteration 27Q: 3 clusters Score -1.177747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -11777472.000000 Penalty: 5637.663086
	Iteration 28Q: 3 clusters Score -1.177747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85146 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -11777470.000000 Penalty: 5637.663086
	Iteration 29Q: 3 clusters Score -1.177747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85157 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -11777477.000000 Penalty: 5637.663086
	Iteration 30Q: 3 clusters Score -1.177748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85161 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -11777485.000000 Penalty: 5637.663086
	Iteration 31Q: 3 clusters Score -1.177748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85165 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -11777483.000000 Penalty: 5637.663086
	Iteration 32Q: 3 clusters Score -1.177748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -11777491.000000 Penalty: 5637.663086
	Iteration 33Q: 3 clusters Score -1.177749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85177 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -11777493.000000 Penalty: 5637.663086
	Iteration 34Q: 3 clusters Score -1.177749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85192 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -11777495.000000 Penalty: 5637.663086
	Iteration 35Q: 3 clusters Score -1.17775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85203 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -11777497.000000 Penalty: 5637.663086
	Iteration 36Q: 3 clusters Score -1.17775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85210 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -11777510.000000 Penalty: 5637.663086
	Iteration 37Q: 3 clusters Score -1.177751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85215 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -11777514.000000 Penalty: 5637.663086
	Iteration 38Q: 3 clusters Score -1.177751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85225 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -11777516.000000 Penalty: 5637.663086
	Iteration 39Q: 3 clusters Score -1.177752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85230 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -11777523.000000 Penalty: 5637.663086
	Iteration 40F: 3 clusters Score -1.177752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85242 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -11777534.000000 Penalty: 5637.663086
	Iteration 41Q: 3 clusters Score -1.177753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85252 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -11777538.000000 Penalty: 5637.663086
	Iteration 42Q: 3 clusters Score -1.177754e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85268 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -11777542.000000 Penalty: 5637.663086
	Iteration 43Q: 3 clusters Score -1.177754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85275 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -11777540.000000 Penalty: 5637.663086
	Iteration 44Q: 3 clusters Score -1.177754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85278 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11777545.000000 Penalty: 5637.663086
	Iteration 45Q: 3 clusters Score -1.177754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85282 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11777550.000000 Penalty: 5637.663086
	Iteration 46Q: 3 clusters Score -1.177755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85288 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -11777553.000000 Penalty: 5637.663086
	Iteration 47Q: 3 clusters Score -1.177755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85291 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -11777549.000000 Penalty: 5637.663086
	Iteration 48Q: 3 clusters Score -1.177755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85292 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -11777550.000000 Penalty: 5637.663086
	Iteration 49Q: 3 clusters Score -1.177755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85293 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -11777545.000000 Penalty: 5637.663086
	Iteration 50Q: 3 clusters Score -1.177754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85294 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11777546.000000 Penalty: 5637.663086
	Iteration 51Q: 3 clusters Score -1.177755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85295 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -11777546.000000 Penalty: 5637.663086
	Iteration 52Q: 3 clusters Score -1.177755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85295 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -11777546.000000 Penalty: 5637.663086
	Iteration 53F: 3 clusters Score -1.177755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Entering Unmasked Estep 
Score: -1067315.000000 Penalty: 2225.579590
	Iteration 0F: 2 clusters Score -1067315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1060985.500000 Penalty: 4451.159180
	Iteration 0F: 3 clusters Score -1060986 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1062780.500000 Penalty: 4451.159180
	Iteration 1F: 3 clusters Score -1062780 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1063071.750000 Penalty: 4451.159180
	Iteration 2F: 3 clusters Score -1063072 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1063272.750000 Penalty: 4451.159180
	Iteration 3Q: 3 clusters Score -1063273 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1063431.250000 Penalty: 4451.159180
	Iteration 4Q: 3 clusters Score -1063431 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1063568.500000 Penalty: 4451.159180
	Iteration 5Q: 3 clusters Score -1063568 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1063686.250000 Penalty: 4451.159180
	Iteration 6Q: 3 clusters Score -1063686 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1063802.500000 Penalty: 4451.159180
	Iteration 7Q: 3 clusters Score -1063802 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1063898.375000 Penalty: 4451.159180
	Iteration 8Q: 3 clusters Score -1063898 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1063985.375000 Penalty: 4451.159180
	Iteration 9Q: 3 clusters Score -1063985 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1064079.875000 Penalty: 4451.159180
	Iteration 10Q: 3 clusters Score -1064080 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1064169.000000 Penalty: 4451.159180
	Iteration 11Q: 3 clusters Score -1064169 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1064279.000000 Penalty: 4451.159180
	Iteration 12Q: 3 clusters Score -1064279 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1064377.625000 Penalty: 4451.159180
	Iteration 13Q: 3 clusters Score -1064378 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1064458.375000 Penalty: 4451.159180
	Iteration 14Q: 3 clusters Score -1064458 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1064526.750000 Penalty: 4451.159180
	Iteration 15Q: 3 clusters Score -1064527 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1064587.875000 Penalty: 4451.159180
	Iteration 16Q: 3 clusters Score -1064588 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1064641.875000 Penalty: 4451.159180
	Iteration 17Q: 3 clusters Score -1064642 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1064689.625000 Penalty: 4451.159180
	Iteration 18Q: 3 clusters Score -1064690 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1064720.750000 Penalty: 4451.159180
	Iteration 19Q: 3 clusters Score -1064721 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1064747.875000 Penalty: 4451.159180
	Iteration 20F: 3 clusters Score -1064748 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1064772.750000 Penalty: 4451.159180
	Iteration 21Q: 3 clusters Score -1064773 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1064798.750000 Penalty: 4451.159180
	Iteration 22Q: 3 clusters Score -1064799 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1064817.125000 Penalty: 4451.159180
	Iteration 23Q: 3 clusters Score -1064817 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1064839.500000 Penalty: 4451.159180
	Iteration 24Q: 3 clusters Score -1064840 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1064866.000000 Penalty: 4451.159180
	Iteration 25Q: 3 clusters Score -1064866 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1064888.500000 Penalty: 4451.159180
	Iteration 26Q: 3 clusters Score -1064888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1064903.625000 Penalty: 4451.159180
	Iteration 27Q: 3 clusters Score -1064904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1064912.625000 Penalty: 4451.159180
	Iteration 28Q: 3 clusters Score -1064913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1064923.250000 Penalty: 4451.159180
	Iteration 29Q: 3 clusters Score -1064923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1064932.875000 Penalty: 4451.159180
	Iteration 30Q: 3 clusters Score -1064933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1064941.375000 Penalty: 4451.159180
	Iteration 31Q: 3 clusters Score -1064941 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1064950.625000 Penalty: 4451.159180
	Iteration 32Q: 3 clusters Score -1064951 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1064960.500000 Penalty: 4451.159180
	Iteration 33Q: 3 clusters Score -1064960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1064968.500000 Penalty: 4451.159180
	Iteration 34Q: 3 clusters Score -1064968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1064976.500000 Penalty: 4451.159180
	Iteration 35Q: 3 clusters Score -1064976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1064981.625000 Penalty: 4451.159180
	Iteration 36Q: 3 clusters Score -1064982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1064982.750000 Penalty: 4451.159180
	Iteration 37Q: 3 clusters Score -1064983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1064985.125000 Penalty: 4451.159180
	Iteration 38Q: 3 clusters Score -1064985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1064986.500000 Penalty: 4451.159180
	Iteration 39Q: 3 clusters Score -1064986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1064988.875000 Penalty: 4451.159180
	Iteration 40F: 3 clusters Score -1064989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1064988.750000 Penalty: 4451.159180
	Iteration 41Q: 3 clusters Score -1064989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1064993.375000 Penalty: 4451.159180
	Iteration 42Q: 3 clusters Score -1064993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1064996.750000 Penalty: 4451.159180
	Iteration 43Q: 3 clusters Score -1064997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1064999.125000 Penalty: 4451.159180
	Iteration 44Q: 3 clusters Score -1064999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1065001.000000 Penalty: 4451.159180
	Iteration 45Q: 3 clusters Score -1065001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1065003.250000 Penalty: 4451.159180
	Iteration 46Q: 3 clusters Score -1065003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1065003.125000 Penalty: 4451.159180
	Iteration 47Q: 3 clusters Score -1065003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1065009.375000 Penalty: 4451.159180
	Iteration 48Q: 3 clusters Score -1065009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1065012.250000 Penalty: 4451.159180
	Iteration 49Q: 3 clusters Score -1065012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1065013.875000 Penalty: 4451.159180
	Iteration 50Q: 3 clusters Score -1065014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1065021.750000 Penalty: 4451.159180
	Iteration 51Q: 3 clusters Score -1065022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1065023.500000 Penalty: 4451.159180
	Iteration 52Q: 3 clusters Score -1065024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1065025.500000 Penalty: 4451.159180
	Iteration 53Q: 3 clusters Score -1065026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1065028.500000 Penalty: 4451.159180
	Iteration 54Q: 3 clusters Score -1065028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1065033.750000 Penalty: 4451.159180
	Iteration 55Q: 3 clusters Score -1065034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1065035.125000 Penalty: 4451.159180
	Iteration 56Q: 3 clusters Score -1065035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1065037.625000 Penalty: 4451.159180
	Iteration 57Q: 3 clusters Score -1065038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1065039.125000 Penalty: 4451.159180
	Iteration 58Q: 3 clusters Score -1065039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1065041.500000 Penalty: 4451.159180
	Iteration 59Q: 3 clusters Score -1065042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1065045.750000 Penalty: 4451.159180
	Iteration 60F: 3 clusters Score -1065046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1065048.375000 Penalty: 4451.159180
	Iteration 61Q: 3 clusters Score -1065048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1065048.750000 Penalty: 4451.159180
	Iteration 62Q: 3 clusters Score -1065049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1065054.250000 Penalty: 4451.159180
	Iteration 63Q: 3 clusters Score -1065054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1065059.000000 Penalty: 4451.159180
	Iteration 64Q: 3 clusters Score -1065059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1065064.000000 Penalty: 4451.159180
	Iteration 65Q: 3 clusters Score -1065064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1065067.750000 Penalty: 4451.159180
	Iteration 66Q: 3 clusters Score -1065068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1065070.125000 Penalty: 4451.159180
	Iteration 67Q: 3 clusters Score -1065070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1065075.125000 Penalty: 4451.159180
	Iteration 68Q: 3 clusters Score -1065075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1065076.000000 Penalty: 4451.159180
	Iteration 69Q: 3 clusters Score -1065076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1065078.125000 Penalty: 4451.159180
	Iteration 70Q: 3 clusters Score -1065078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1065080.625000 Penalty: 4451.159180
	Iteration 71Q: 3 clusters Score -1065081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1065082.875000 Penalty: 4451.159180
	Iteration 72Q: 3 clusters Score -1065083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1065085.750000 Penalty: 4451.159180
	Iteration 73Q: 3 clusters Score -1065086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1065086.000000 Penalty: 4451.159180
	Iteration 74Q: 3 clusters Score -1065086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1065089.625000 Penalty: 4451.159180
	Iteration 75Q: 3 clusters Score -1065090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1065094.875000 Penalty: 4451.159180
	Iteration 76Q: 3 clusters Score -1065095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1065098.750000 Penalty: 4451.159180
	Iteration 77Q: 3 clusters Score -1065099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1065101.250000 Penalty: 4451.159180
	Iteration 78Q: 3 clusters Score -1065101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1065110.250000 Penalty: 4451.159180
	Iteration 79Q: 3 clusters Score -1065110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1065119.500000 Penalty: 4451.159180
	Iteration 80F: 3 clusters Score -1065120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1065122.500000 Penalty: 4451.159180
	Iteration 81Q: 3 clusters Score -1065122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1065128.750000 Penalty: 4451.159180
	Iteration 82Q: 3 clusters Score -1065129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1065134.875000 Penalty: 4451.159180
	Iteration 83Q: 3 clusters Score -1065135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1065135.375000 Penalty: 4451.159180
	Iteration 84Q: 3 clusters Score -1065135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1065139.500000 Penalty: 4451.159180
	Iteration 85Q: 3 clusters Score -1065140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1065141.125000 Penalty: 4451.159180
	Iteration 86Q: 3 clusters Score -1065141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1065145.875000 Penalty: 4451.159180
	Iteration 87Q: 3 clusters Score -1065146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1065144.875000 Penalty: 4451.159180
	Iteration 88Q: 3 clusters Score -1065145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1065147.625000 Penalty: 4451.159180
	Iteration 89Q: 3 clusters Score -1065148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1065148.750000 Penalty: 4451.159180
	Iteration 90Q: 3 clusters Score -1065149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1065146.250000 Penalty: 4451.159180
	Iteration 91Q: 3 clusters Score -1065146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1065150.375000 Penalty: 4451.159180
	Iteration 92Q: 3 clusters Score -1065150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1065152.875000 Penalty: 4451.159180
	Iteration 93Q: 3 clusters Score -1065153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1065156.000000 Penalty: 4451.159180
	Iteration 94Q: 3 clusters Score -1065156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1065157.375000 Penalty: 4451.159180
	Iteration 95Q: 3 clusters Score -1065157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1065160.125000 Penalty: 4451.159180
	Iteration 96Q: 3 clusters Score -1065160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1065159.375000 Penalty: 4451.159180
	Iteration 97Q: 3 clusters Score -1065159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1065159.500000 Penalty: 4451.159180
	Iteration 98Q: 3 clusters Score -1065160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1065160.000000 Penalty: 4451.159180
	Iteration 99Q: 3 clusters Score -1065160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1065161.250000 Penalty: 4451.159180
	Iteration 100F: 3 clusters Score -1065161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1065161.500000 Penalty: 4451.159180
	Iteration 101Q: 3 clusters Score -1065162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1065164.875000 Penalty: 4451.159180
	Iteration 102Q: 3 clusters Score -1065165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1065166.000000 Penalty: 4451.159180
	Iteration 103Q: 3 clusters Score -1065166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1065169.875000 Penalty: 4451.159180
	Iteration 104Q: 3 clusters Score -1065170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1065173.375000 Penalty: 4451.159180
	Iteration 105Q: 3 clusters Score -1065173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1065176.500000 Penalty: 4451.159180
	Iteration 106Q: 3 clusters Score -1065176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1065182.625000 Penalty: 4451.159180
	Iteration 107Q: 3 clusters Score -1065183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1065186.625000 Penalty: 4451.159180
	Iteration 108Q: 3 clusters Score -1065187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1065191.500000 Penalty: 4451.159180
	Iteration 109Q: 3 clusters Score -1065192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1065195.250000 Penalty: 4451.159180
	Iteration 110Q: 3 clusters Score -1065195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1065197.750000 Penalty: 4451.159180
	Iteration 111Q: 3 clusters Score -1065198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1065203.750000 Penalty: 4451.159180
	Iteration 112Q: 3 clusters Score -1065204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1065205.625000 Penalty: 4451.159180
	Iteration 113Q: 3 clusters Score -1065206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1065212.000000 Penalty: 4451.159180
	Iteration 114Q: 3 clusters Score -1065212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1065213.000000 Penalty: 4451.159180
	Iteration 115Q: 3 clusters Score -1065213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1065214.750000 Penalty: 4451.159180
	Iteration 116Q: 3 clusters Score -1065215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1065218.750000 Penalty: 4451.159180
	Iteration 117Q: 3 clusters Score -1065219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1065221.625000 Penalty: 4451.159180
	Iteration 118Q: 3 clusters Score -1065222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1065225.000000 Penalty: 4451.159180
	Iteration 119Q: 3 clusters Score -1065225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1065227.375000 Penalty: 4451.159180
	Iteration 120F: 3 clusters Score -1065227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1065226.875000 Penalty: 4451.159180
	Iteration 121Q: 3 clusters Score -1065227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1065228.625000 Penalty: 4451.159180
	Iteration 122Q: 3 clusters Score -1065229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1065229.625000 Penalty: 4451.159180
	Iteration 123Q: 3 clusters Score -1065230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1065227.875000 Penalty: 4451.159180
	Iteration 124Q: 3 clusters Score -1065228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1065229.625000 Penalty: 4451.159180
	Iteration 125Q: 3 clusters Score -1065230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1065228.250000 Penalty: 4451.159180
	Iteration 126Q: 3 clusters Score -1065228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1065229.750000 Penalty: 4451.159180
	Iteration 127Q: 3 clusters Score -1065230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1065231.000000 Penalty: 4451.159180
	Iteration 128Q: 3 clusters Score -1065231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1065231.500000 Penalty: 4451.159180
	Iteration 129Q: 3 clusters Score -1065232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1065235.250000 Penalty: 4451.159180
	Iteration 130Q: 3 clusters Score -1065235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1065237.625000 Penalty: 4451.159180
	Iteration 131Q: 3 clusters Score -1065238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1065242.625000 Penalty: 4451.159180
	Iteration 132Q: 3 clusters Score -1065243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1065243.875000 Penalty: 4451.159180
	Iteration 133Q: 3 clusters Score -1065244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1065246.000000 Penalty: 4451.159180
	Iteration 134Q: 3 clusters Score -1065246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1065248.000000 Penalty: 4451.159180
	Iteration 135Q: 3 clusters Score -1065248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1065253.000000 Penalty: 4451.159180
	Iteration 136Q: 3 clusters Score -1065253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1065256.625000 Penalty: 4451.159180
	Iteration 137Q: 3 clusters Score -1065257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1065256.750000 Penalty: 4451.159180
	Iteration 138Q: 3 clusters Score -1065257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1065261.125000 Penalty: 4451.159180
	Iteration 139Q: 3 clusters Score -1065261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1065264.750000 Penalty: 4451.159180
	Iteration 140F: 3 clusters Score -1065265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1065268.500000 Penalty: 4451.159180
	Iteration 141Q: 3 clusters Score -1065268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1065267.250000 Penalty: 4451.159180
	Iteration 142Q: 3 clusters Score -1065267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1065269.375000 Penalty: 4451.159180
	Iteration 143Q: 3 clusters Score -1065269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1065271.750000 Penalty: 4451.159180
	Iteration 144Q: 3 clusters Score -1065272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1065269.250000 Penalty: 4451.159180
	Iteration 145Q: 3 clusters Score -1065269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1065270.875000 Penalty: 4451.159180
	Iteration 146Q: 3 clusters Score -1065271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1065271.875000 Penalty: 4451.159180
	Iteration 147Q: 3 clusters Score -1065272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1065275.500000 Penalty: 4451.159180
	Iteration 148Q: 3 clusters Score -1065276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1065274.625000 Penalty: 4451.159180
	Iteration 149Q: 3 clusters Score -1065275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1065276.250000 Penalty: 4451.159180
	Iteration 150Q: 3 clusters Score -1065276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1065277.000000 Penalty: 4451.159180
	Iteration 151Q: 3 clusters Score -1065277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1065279.125000 Penalty: 4451.159180
	Iteration 152Q: 3 clusters Score -1065279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1065278.000000 Penalty: 4451.159180
	Iteration 153Q: 3 clusters Score -1065278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1065278.625000 Penalty: 4451.159180
	Iteration 154Q: 3 clusters Score -1065279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1065277.625000 Penalty: 4451.159180
	Iteration 155Q: 3 clusters Score -1065278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1065278.500000 Penalty: 4451.159180
	Iteration 156Q: 3 clusters Score -1065278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1065278.500000 Penalty: 4451.159180
	Iteration 157F: 3 clusters Score -1065278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (168042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168042 members 
Entering Unmasked Estep 
Score: -22963220.000000 Penalty: 2983.928223
	Iteration 0F: 2 clusters Score -2.296322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83714 members 
Mstep: Class 2 contains 84328 members 
Entering Unmasked Estep 
Score: -22850606.000000 Penalty: 5967.856445
	Iteration 0F: 3 clusters Score -2.285061e+07 nChanged 80457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78077 members 
Mstep: Class 2 contains 89965 members 
Entering Unmasked Estep 
Score: -22897896.000000 Penalty: 5967.856445
	Iteration 1F: 3 clusters Score -2.28979e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74423 members 
Mstep: Class 2 contains 93619 members 
Entering Unmasked Estep 
Score: -22899492.000000 Penalty: 5967.856445
	Iteration 2Q: 3 clusters Score -2.289949e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 99270 members 
Entering Unmasked Estep 
Score: -22901658.000000 Penalty: 5967.856445
	Iteration 3Q: 3 clusters Score -2.290166e+07 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60475 members 
Mstep: Class 2 contains 107567 members 
Entering Unmasked Estep 
Score: -22906302.000000 Penalty: 5967.856445
	Iteration 4F: 3 clusters Score -2.29063e+07 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 119197 members 
Entering Unmasked Estep 
Score: -22914216.000000 Penalty: 5967.856445
	Iteration 5F: 3 clusters Score -2.291422e+07 nChanged 14539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 133686 members 
Entering Unmasked Estep 
Score: -22926432.000000 Penalty: 5967.856445
	Iteration 6F: 3 clusters Score -2.292643e+07 nChanged 15049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 148715 members 
Entering Unmasked Estep 
Score: -22941254.000000 Penalty: 5967.856445
	Iteration 7F: 3 clusters Score -2.294125e+07 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 159993 members 
Entering Unmasked Estep 
Score: -22952906.000000 Penalty: 5967.856445
	Iteration 8F: 3 clusters Score -2.295291e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 165435 members 
Entering Unmasked Estep 
Score: -22958146.000000 Penalty: 5967.856445
	Iteration 9Q: 3 clusters Score -2.295815e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 167199 members 
Entering Unmasked Estep 
Score: -22959786.000000 Penalty: 5967.856445
	Iteration 10Q: 3 clusters Score -2.295979e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 167664 members 
Entering Unmasked Estep 
Score: -22960278.000000 Penalty: 5967.856445
	Iteration 11Q: 3 clusters Score -2.296028e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 167773 members 
Entering Unmasked Estep 
Score: -22960470.000000 Penalty: 5967.856445
	Iteration 12Q: 3 clusters Score -2.296047e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 167805 members 
Entering Unmasked Estep 
Score: -22960538.000000 Penalty: 5967.856445
	Iteration 13Q: 3 clusters Score -2.296054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 167811 members 
Entering Unmasked Estep 
Score: -22960550.000000 Penalty: 5967.856445
	Iteration 14Q: 3 clusters Score -2.296055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 167819 members 
Entering Unmasked Estep 
Score: -22960566.000000 Penalty: 5967.856445
	Iteration 15Q: 3 clusters Score -2.296057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 167828 members 
Entering Unmasked Estep 
Score: -22960592.000000 Penalty: 5967.856445
	Iteration 16Q: 3 clusters Score -2.296059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 167834 members 
Entering Unmasked Estep 
Score: -22960626.000000 Penalty: 5967.856445
	Iteration 17Q: 3 clusters Score -2.296063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 167836 members 
Entering Unmasked Estep 
Score: -22960656.000000 Penalty: 5967.856445
	Iteration 18Q: 3 clusters Score -2.296066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 167834 members 
Entering Unmasked Estep 
Score: -22960650.000000 Penalty: 5967.856445
	Iteration 19Q: 3 clusters Score -2.296065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 167835 members 
Entering Unmasked Estep 
Score: -22960652.000000 Penalty: 5967.856445
	Iteration 20F: 3 clusters Score -2.296065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 167835 members 
Entering Unmasked Estep 
Score: -22960650.000000 Penalty: 5967.856445
	Iteration 21Q: 3 clusters Score -2.296065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 167833 members 
Entering Unmasked Estep 
Score: -22960644.000000 Penalty: 5967.856445
	Iteration 22Q: 3 clusters Score -2.296064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 167833 members 
Entering Unmasked Estep 
Score: -22960644.000000 Penalty: 5967.856445
	Iteration 23F: 3 clusters Score -2.296064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Entering Unmasked Estep 
Score: -523326.812500 Penalty: 2082.470215
	Iteration 0F: 2 clusters Score -523326.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -519152.406250 Penalty: 4164.940430
	Iteration 0F: 3 clusters Score -519152.4 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -520171.000000 Penalty: 4164.940430
	Iteration 1F: 3 clusters Score -520171 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -520400.312500 Penalty: 4164.940430
	Iteration 2F: 3 clusters Score -520400.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -520574.343750 Penalty: 4164.940430
	Iteration 3F: 3 clusters Score -520574.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -520731.687500 Penalty: 4164.940430
	Iteration 4Q: 3 clusters Score -520731.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -520876.562500 Penalty: 4164.940430
	Iteration 5Q: 3 clusters Score -520876.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -521014.781250 Penalty: 4164.940430
	Iteration 6Q: 3 clusters Score -521014.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -521140.187500 Penalty: 4164.940430
	Iteration 7Q: 3 clusters Score -521140.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -521240.562500 Penalty: 4164.940430
	Iteration 8Q: 3 clusters Score -521240.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -521321.500000 Penalty: 4164.940430
	Iteration 9Q: 3 clusters Score -521321.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -521390.781250 Penalty: 4164.940430
	Iteration 10Q: 3 clusters Score -521390.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -521443.156250 Penalty: 4164.940430
	Iteration 11Q: 3 clusters Score -521443.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -521484.656250 Penalty: 4164.940430
	Iteration 12Q: 3 clusters Score -521484.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -521520.906250 Penalty: 4164.940430
	Iteration 13Q: 3 clusters Score -521520.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -521566.906250 Penalty: 4164.940430
	Iteration 14Q: 3 clusters Score -521566.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -521609.593750 Penalty: 4164.940430
	Iteration 15Q: 3 clusters Score -521609.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -521641.125000 Penalty: 4164.940430
	Iteration 16Q: 3 clusters Score -521641.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -521664.625000 Penalty: 4164.940430
	Iteration 17Q: 3 clusters Score -521664.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -521683.250000 Penalty: 4164.940430
	Iteration 18Q: 3 clusters Score -521683.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -521704.062500 Penalty: 4164.940430
	Iteration 19Q: 3 clusters Score -521704.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -521714.968750 Penalty: 4164.940430
	Iteration 20F: 3 clusters Score -521715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -521728.937500 Penalty: 4164.940430
	Iteration 21Q: 3 clusters Score -521728.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -521740.250000 Penalty: 4164.940430
	Iteration 22Q: 3 clusters Score -521740.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -521753.312500 Penalty: 4164.940430
	Iteration 23Q: 3 clusters Score -521753.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -521763.343750 Penalty: 4164.940430
	Iteration 24Q: 3 clusters Score -521763.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -521772.093750 Penalty: 4164.940430
	Iteration 25Q: 3 clusters Score -521772.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -521779.781250 Penalty: 4164.940430
	Iteration 26Q: 3 clusters Score -521779.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -521788.750000 Penalty: 4164.940430
	Iteration 27Q: 3 clusters Score -521788.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -521794.093750 Penalty: 4164.940430
	Iteration 28Q: 3 clusters Score -521794.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -521801.406250 Penalty: 4164.940430
	Iteration 29Q: 3 clusters Score -521801.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -521805.031250 Penalty: 4164.940430
	Iteration 30Q: 3 clusters Score -521805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -521808.000000 Penalty: 4164.940430
	Iteration 31Q: 3 clusters Score -521808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -521810.656250 Penalty: 4164.940430
	Iteration 32Q: 3 clusters Score -521810.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -521814.156250 Penalty: 4164.940430
	Iteration 33Q: 3 clusters Score -521814.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -521814.468750 Penalty: 4164.940430
	Iteration 34Q: 3 clusters Score -521814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -521816.281250 Penalty: 4164.940430
	Iteration 35Q: 3 clusters Score -521816.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -521816.468750 Penalty: 4164.940430
	Iteration 36Q: 3 clusters Score -521816.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -521817.500000 Penalty: 4164.940430
	Iteration 37Q: 3 clusters Score -521817.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -521818.000000 Penalty: 4164.940430
	Iteration 38Q: 3 clusters Score -521818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -521818.000000 Penalty: 4164.940430
	Iteration 39Q: 3 clusters Score -521818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -521820.343750 Penalty: 4164.940430
	Iteration 40F: 3 clusters Score -521820.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -521821.843750 Penalty: 4164.940430
	Iteration 41Q: 3 clusters Score -521821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -521824.906250 Penalty: 4164.940430
	Iteration 42Q: 3 clusters Score -521824.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -521828.500000 Penalty: 4164.940430
	Iteration 43Q: 3 clusters Score -521828.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -521829.125000 Penalty: 4164.940430
	Iteration 44Q: 3 clusters Score -521829.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -521829.906250 Penalty: 4164.940430
	Iteration 45Q: 3 clusters Score -521829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -521831.500000 Penalty: 4164.940430
	Iteration 46Q: 3 clusters Score -521831.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -521832.093750 Penalty: 4164.940430
	Iteration 47Q: 3 clusters Score -521832.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -521832.156250 Penalty: 4164.940430
	Iteration 48Q: 3 clusters Score -521832.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -521833.312500 Penalty: 4164.940430
	Iteration 49Q: 3 clusters Score -521833.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -521834.843750 Penalty: 4164.940430
	Iteration 50Q: 3 clusters Score -521834.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -521835.875000 Penalty: 4164.940430
	Iteration 51Q: 3 clusters Score -521835.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -521836.625000 Penalty: 4164.940430
	Iteration 52Q: 3 clusters Score -521836.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -521836.625000 Penalty: 4164.940430
	Iteration 53F: 3 clusters Score -521836.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Entering Unmasked Estep 
Score: -847775.437500 Penalty: 2184.512451
	Iteration 0F: 2 clusters Score -847775.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -842239.437500 Penalty: 4369.024902
	Iteration 0F: 3 clusters Score -842239.4 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -843915.687500 Penalty: 4369.024902
	Iteration 1F: 3 clusters Score -843915.7 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -844635.187500 Penalty: 4369.024902
	Iteration 2F: 3 clusters Score -844635.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -845479.437500 Penalty: 4369.024902
	Iteration 3F: 3 clusters Score -845479.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -846202.937500 Penalty: 4369.024902
	Iteration 4F: 3 clusters Score -846202.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -846741.250000 Penalty: 4369.024902
	Iteration 5F: 3 clusters Score -846741.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -847161.812500 Penalty: 4369.024902
	Iteration 6F: 3 clusters Score -847161.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -847414.750000 Penalty: 4369.024902
	Iteration 7Q: 3 clusters Score -847414.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -847568.062500 Penalty: 4369.024902
	Iteration 8Q: 3 clusters Score -847568.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -847668.250000 Penalty: 4369.024902
	Iteration 9Q: 3 clusters Score -847668.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -847723.125000 Penalty: 4369.024902
	Iteration 10Q: 3 clusters Score -847723.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -847768.875000 Penalty: 4369.024902
	Iteration 11Q: 3 clusters Score -847768.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -847792.125000 Penalty: 4369.024902
	Iteration 12Q: 3 clusters Score -847792.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -847805.437500 Penalty: 4369.024902
	Iteration 13Q: 3 clusters Score -847805.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -847816.250000 Penalty: 4369.024902
	Iteration 14Q: 3 clusters Score -847816.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -847821.750000 Penalty: 4369.024902
	Iteration 15Q: 3 clusters Score -847821.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -847827.125000 Penalty: 4369.024902
	Iteration 16Q: 3 clusters Score -847827.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -847832.437500 Penalty: 4369.024902
	Iteration 17Q: 3 clusters Score -847832.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -847836.250000 Penalty: 4369.024902
	Iteration 18Q: 3 clusters Score -847836.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -847841.500000 Penalty: 4369.024902
	Iteration 19Q: 3 clusters Score -847841.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -847842.187500 Penalty: 4369.024902
	Iteration 20F: 3 clusters Score -847842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -847841.750000 Penalty: 4369.024902
	Iteration 21Q: 3 clusters Score -847841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -847843.625000 Penalty: 4369.024902
	Iteration 22Q: 3 clusters Score -847843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -847842.937500 Penalty: 4369.024902
	Iteration 23Q: 3 clusters Score -847842.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -847843.687500 Penalty: 4369.024902
	Iteration 24Q: 3 clusters Score -847843.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -847843.687500 Penalty: 4369.024902
	Iteration 25F: 3 clusters Score -847843.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 16189 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 25965 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 4709 members 
Mstep: Class 7 contains 6268 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 62233 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 20769 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 5195 members 
Mstep: Class 14 contains 4111 members 
Mstep: Class 15 contains 7384 members 
Mstep: Class 16 contains 160961 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 37678 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 86358 members 
Mstep: Class 21 contains 7896 members 
Mstep: Class 22 contains 168042 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 4823 members 
Mstep: Class 25 contains 14910 members 
Mstep: Class 26 contains 8356 members 
Mstep: Class 27 contains 11239 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 16346 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 5253 members 
Mstep: Class 32 contains 10438 members 
Mstep: Class 33 contains 7237 members 
Mstep: Class 34 contains 29231 members 
Mstep: Class 35 contains 6333 members 
Mstep: Class 36 contains 1002 members 
Mstep: Class 37 contains 1868 members 
Entering Unmasked Estep 
Score: -100890296.000000 Penalty: 124296.320312
Splitting cluster 24 changes total score from -100886904.000000 to -100890296.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 25 (14910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Entering Unmasked Estep 
Score: -1902338.750000 Penalty: 2383.227051
	Iteration 0F: 2 clusters Score -1902339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1891550.125000 Penalty: 4766.454102
	Iteration 0F: 3 clusters Score -1891550 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1895150.125000 Penalty: 4766.454102
	Iteration 1F: 3 clusters Score -1895150 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1895643.500000 Penalty: 4766.454102
	Iteration 2F: 3 clusters Score -1895644 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1896230.750000 Penalty: 4766.454102
	Iteration 3F: 3 clusters Score -1896231 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1896896.875000 Penalty: 4766.454102
	Iteration 4F: 3 clusters Score -1896897 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1897617.000000 Penalty: 4766.454102
	Iteration 5F: 3 clusters Score -1897617 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1898305.625000 Penalty: 4766.454102
	Iteration 6F: 3 clusters Score -1898306 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1899015.500000 Penalty: 4766.454102
	Iteration 7F: 3 clusters Score -1899016 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1899657.250000 Penalty: 4766.454102
	Iteration 8F: 3 clusters Score -1899657 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1900213.000000 Penalty: 4766.454102
	Iteration 9Q: 3 clusters Score -1900213 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1900627.000000 Penalty: 4766.454102
	Iteration 10Q: 3 clusters Score -1900627 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1900944.375000 Penalty: 4766.454102
	Iteration 11Q: 3 clusters Score -1900944 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1901175.000000 Penalty: 4766.454102
	Iteration 12Q: 3 clusters Score -1901175 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1901355.000000 Penalty: 4766.454102
	Iteration 13Q: 3 clusters Score -1901355 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1901475.250000 Penalty: 4766.454102
	Iteration 14Q: 3 clusters Score -1901475 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1901569.875000 Penalty: 4766.454102
	Iteration 15Q: 3 clusters Score -1901570 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1901636.750000 Penalty: 4766.454102
	Iteration 16Q: 3 clusters Score -1901637 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1901686.375000 Penalty: 4766.454102
	Iteration 17Q: 3 clusters Score -1901686 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1901725.500000 Penalty: 4766.454102
	Iteration 18Q: 3 clusters Score -1901726 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1901755.125000 Penalty: 4766.454102
	Iteration 19Q: 3 clusters Score -1901755 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1901778.375000 Penalty: 4766.454102
	Iteration 20F: 3 clusters Score -1901778 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1901797.250000 Penalty: 4766.454102
	Iteration 21Q: 3 clusters Score -1901797 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1901826.625000 Penalty: 4766.454102
	Iteration 22Q: 3 clusters Score -1901827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1901839.625000 Penalty: 4766.454102
	Iteration 23Q: 3 clusters Score -1901840 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1901849.500000 Penalty: 4766.454102
	Iteration 24Q: 3 clusters Score -1901850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1901873.625000 Penalty: 4766.454102
	Iteration 25Q: 3 clusters Score -1901874 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1901902.125000 Penalty: 4766.454102
	Iteration 26Q: 3 clusters Score -1901902 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1901925.875000 Penalty: 4766.454102
	Iteration 27Q: 3 clusters Score -1901926 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1901948.750000 Penalty: 4766.454102
	Iteration 28Q: 3 clusters Score -1901949 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1901957.125000 Penalty: 4766.454102
	Iteration 29Q: 3 clusters Score -1901957 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1901970.250000 Penalty: 4766.454102
	Iteration 30Q: 3 clusters Score -1901970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1901973.875000 Penalty: 4766.454102
	Iteration 31Q: 3 clusters Score -1901974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1901981.625000 Penalty: 4766.454102
	Iteration 32Q: 3 clusters Score -1901982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1901984.875000 Penalty: 4766.454102
	Iteration 33Q: 3 clusters Score -1901985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1901989.750000 Penalty: 4766.454102
	Iteration 34Q: 3 clusters Score -1901990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1901991.500000 Penalty: 4766.454102
	Iteration 35Q: 3 clusters Score -1901992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1902000.000000 Penalty: 4766.454102
	Iteration 36Q: 3 clusters Score -1902000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1902003.125000 Penalty: 4766.454102
	Iteration 37Q: 3 clusters Score -1902003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1902002.625000 Penalty: 4766.454102
	Iteration 38Q: 3 clusters Score -1902003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1902002.375000 Penalty: 4766.454102
	Iteration 39Q: 3 clusters Score -1902002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1902001.625000 Penalty: 4766.454102
	Iteration 40F: 3 clusters Score -1902002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1902004.250000 Penalty: 4766.454102
	Iteration 41Q: 3 clusters Score -1902004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1902003.250000 Penalty: 4766.454102
	Iteration 42Q: 3 clusters Score -1902003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1902006.500000 Penalty: 4766.454102
	Iteration 43Q: 3 clusters Score -1902006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1902004.875000 Penalty: 4766.454102
	Iteration 44Q: 3 clusters Score -1902005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1902003.500000 Penalty: 4766.454102
	Iteration 45Q: 3 clusters Score -1902004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1902002.375000 Penalty: 4766.454102
	Iteration 46Q: 3 clusters Score -1902002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1902001.750000 Penalty: 4766.454102
	Iteration 47Q: 3 clusters Score -1902002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1902001.750000 Penalty: 4766.454102
	Iteration 48F: 3 clusters Score -1902002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Entering Unmasked Estep 
Score: -1021095.500000 Penalty: 2239.622314
	Iteration 0F: 2 clusters Score -1021096 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 4145 members 
Entering Unmasked Estep 
Score: -1014486.125000 Penalty: 4479.244629
	Iteration 0F: 3 clusters Score -1014486 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1016456.875000 Penalty: 4479.244629
	Iteration 1F: 3 clusters Score -1016457 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1016941.375000 Penalty: 4479.244629
	Iteration 2F: 3 clusters Score -1016941 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1017346.250000 Penalty: 4479.244629
	Iteration 3F: 3 clusters Score -1017346 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1017752.875000 Penalty: 4479.244629
	Iteration 4F: 3 clusters Score -1017753 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1018133.562500 Penalty: 4479.244629
	Iteration 5F: 3 clusters Score -1018134 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1018464.250000 Penalty: 4479.244629
	Iteration 6F: 3 clusters Score -1018464 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1018719.437500 Penalty: 4479.244629
	Iteration 7Q: 3 clusters Score -1018719 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1018951.500000 Penalty: 4479.244629
	Iteration 8Q: 3 clusters Score -1018952 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1019201.687500 Penalty: 4479.244629
	Iteration 9Q: 3 clusters Score -1019202 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1019510.437500 Penalty: 4479.244629
	Iteration 10Q: 3 clusters Score -1019510 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1019730.125000 Penalty: 4479.244629
	Iteration 11Q: 3 clusters Score -1019730 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1019893.500000 Penalty: 4479.244629
	Iteration 12Q: 3 clusters Score -1019894 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1019998.687500 Penalty: 4479.244629
	Iteration 13Q: 3 clusters Score -1019999 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1020060.062500 Penalty: 4479.244629
	Iteration 14Q: 3 clusters Score -1020060 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1020098.000000 Penalty: 4479.244629
	Iteration 15Q: 3 clusters Score -1020098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1020119.687500 Penalty: 4479.244629
	Iteration 16Q: 3 clusters Score -1020120 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1020141.375000 Penalty: 4479.244629
	Iteration 17Q: 3 clusters Score -1020141 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1020153.812500 Penalty: 4479.244629
	Iteration 18Q: 3 clusters Score -1020154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1020164.750000 Penalty: 4479.244629
	Iteration 19Q: 3 clusters Score -1020165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1020178.937500 Penalty: 4479.244629
	Iteration 20F: 3 clusters Score -1020179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1020189.687500 Penalty: 4479.244629
	Iteration 21Q: 3 clusters Score -1020190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1020195.375000 Penalty: 4479.244629
	Iteration 22Q: 3 clusters Score -1020195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1020201.375000 Penalty: 4479.244629
	Iteration 23Q: 3 clusters Score -1020201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1020204.875000 Penalty: 4479.244629
	Iteration 24Q: 3 clusters Score -1020205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1020206.437500 Penalty: 4479.244629
	Iteration 25Q: 3 clusters Score -1020206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1020207.937500 Penalty: 4479.244629
	Iteration 26Q: 3 clusters Score -1020208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1020211.375000 Penalty: 4479.244629
	Iteration 27Q: 3 clusters Score -1020211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1020213.250000 Penalty: 4479.244629
	Iteration 28Q: 3 clusters Score -1020213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1020216.250000 Penalty: 4479.244629
	Iteration 29Q: 3 clusters Score -1020216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1020216.062500 Penalty: 4479.244629
	Iteration 30Q: 3 clusters Score -1020216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1020218.812500 Penalty: 4479.244629
	Iteration 31Q: 3 clusters Score -1020219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1020217.875000 Penalty: 4479.244629
	Iteration 32Q: 3 clusters Score -1020218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1020217.875000 Penalty: 4479.244629
	Iteration 33F: 3 clusters Score -1020218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Entering Unmasked Estep 
Score: -1534428.500000 Penalty: 2313.132080
	Iteration 0F: 2 clusters Score -1534428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1525929.375000 Penalty: 4626.264160
	Iteration 0F: 3 clusters Score -1525929 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1528485.750000 Penalty: 4626.264160
	Iteration 1F: 3 clusters Score -1528486 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1528892.000000 Penalty: 4626.264160
	Iteration 2F: 3 clusters Score -1528892 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1529367.875000 Penalty: 4626.264160
	Iteration 3F: 3 clusters Score -1529368 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1529898.875000 Penalty: 4626.264160
	Iteration 4F: 3 clusters Score -1529899 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1530377.375000 Penalty: 4626.264160
	Iteration 5F: 3 clusters Score -1530377 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1530862.000000 Penalty: 4626.264160
	Iteration 6F: 3 clusters Score -1530862 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1531291.000000 Penalty: 4626.264160
	Iteration 7F: 3 clusters Score -1531291 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1531656.875000 Penalty: 4626.264160
	Iteration 8Q: 3 clusters Score -1531657 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1531994.000000 Penalty: 4626.264160
	Iteration 9Q: 3 clusters Score -1531994 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1532227.500000 Penalty: 4626.264160
	Iteration 10Q: 3 clusters Score -1532228 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1532409.750000 Penalty: 4626.264160
	Iteration 11Q: 3 clusters Score -1532410 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1532528.875000 Penalty: 4626.264160
	Iteration 12Q: 3 clusters Score -1532529 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1532617.250000 Penalty: 4626.264160
	Iteration 13Q: 3 clusters Score -1532617 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1532694.500000 Penalty: 4626.264160
	Iteration 14Q: 3 clusters Score -1532694 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1532750.625000 Penalty: 4626.264160
	Iteration 15Q: 3 clusters Score -1532751 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1532794.000000 Penalty: 4626.264160
	Iteration 16Q: 3 clusters Score -1532794 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1532826.250000 Penalty: 4626.264160
	Iteration 17Q: 3 clusters Score -1532826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1532845.500000 Penalty: 4626.264160
	Iteration 18Q: 3 clusters Score -1532846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1532870.000000 Penalty: 4626.264160
	Iteration 19Q: 3 clusters Score -1532870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1532893.750000 Penalty: 4626.264160
	Iteration 20F: 3 clusters Score -1532894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1532908.250000 Penalty: 4626.264160
	Iteration 21Q: 3 clusters Score -1532908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1532924.250000 Penalty: 4626.264160
	Iteration 22Q: 3 clusters Score -1532924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1532931.500000 Penalty: 4626.264160
	Iteration 23Q: 3 clusters Score -1532932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1532936.125000 Penalty: 4626.264160
	Iteration 24Q: 3 clusters Score -1532936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1532942.750000 Penalty: 4626.264160
	Iteration 25Q: 3 clusters Score -1532943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1532941.000000 Penalty: 4626.264160
	Iteration 26Q: 3 clusters Score -1532941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1532947.250000 Penalty: 4626.264160
	Iteration 27Q: 3 clusters Score -1532947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1532955.375000 Penalty: 4626.264160
	Iteration 28Q: 3 clusters Score -1532955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1532959.375000 Penalty: 4626.264160
	Iteration 29Q: 3 clusters Score -1532959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1532968.875000 Penalty: 4626.264160
	Iteration 30Q: 3 clusters Score -1532969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1532975.125000 Penalty: 4626.264160
	Iteration 31Q: 3 clusters Score -1532975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1532983.000000 Penalty: 4626.264160
	Iteration 32Q: 3 clusters Score -1532983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1532981.625000 Penalty: 4626.264160
	Iteration 33Q: 3 clusters Score -1532982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1532985.750000 Penalty: 4626.264160
	Iteration 34Q: 3 clusters Score -1532986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1532988.250000 Penalty: 4626.264160
	Iteration 35Q: 3 clusters Score -1532988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1532993.875000 Penalty: 4626.264160
	Iteration 36Q: 3 clusters Score -1532994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1532995.375000 Penalty: 4626.264160
	Iteration 37Q: 3 clusters Score -1532995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1533002.500000 Penalty: 4626.264160
	Iteration 38Q: 3 clusters Score -1533002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1533006.875000 Penalty: 4626.264160
	Iteration 39Q: 3 clusters Score -1533007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1533007.875000 Penalty: 4626.264160
	Iteration 40F: 3 clusters Score -1533008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1533009.250000 Penalty: 4626.264160
	Iteration 41Q: 3 clusters Score -1533009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1533014.250000 Penalty: 4626.264160
	Iteration 42Q: 3 clusters Score -1533014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1533012.625000 Penalty: 4626.264160
	Iteration 43Q: 3 clusters Score -1533013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1533017.125000 Penalty: 4626.264160
	Iteration 44Q: 3 clusters Score -1533017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1533018.500000 Penalty: 4626.264160
	Iteration 45Q: 3 clusters Score -1533018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1533021.875000 Penalty: 4626.264160
	Iteration 46Q: 3 clusters Score -1533022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1533021.750000 Penalty: 4626.264160
	Iteration 47Q: 3 clusters Score -1533022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1533025.375000 Penalty: 4626.264160
	Iteration 48Q: 3 clusters Score -1533025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1533024.125000 Penalty: 4626.264160
	Iteration 49Q: 3 clusters Score -1533024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1533025.250000 Penalty: 4626.264160
	Iteration 50Q: 3 clusters Score -1533025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1533024.375000 Penalty: 4626.264160
	Iteration 51Q: 3 clusters Score -1533024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1533024.375000 Penalty: 4626.264160
	Iteration 52F: 3 clusters Score -1533024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Entering Unmasked Estep 
Score: -105217.890625 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -105217.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -103450.609375 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -103450.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -103725.070312 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -103725.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -103850.781250 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -103850.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103939.835938 Penalty: 3323.562744
	Iteration 3Q: 3 clusters Score -103939.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -104046.203125 Penalty: 3323.562744
	Iteration 4Q: 3 clusters Score -104046.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -104214.570312 Penalty: 3323.562744
	Iteration 5Q: 3 clusters Score -104214.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -104310.882812 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -104310.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -104384.265625 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -104384.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -104439.156250 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -104439.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -104484.218750 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -104484.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -104526.812500 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -104526.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -104582.960938 Penalty: 3323.562744
	Iteration 11Q: 3 clusters Score -104583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -104608.992188 Penalty: 3323.562744
	Iteration 12Q: 3 clusters Score -104609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -104633.609375 Penalty: 3323.562744
	Iteration 13Q: 3 clusters Score -104633.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -104644.695312 Penalty: 3323.562744
	Iteration 14Q: 3 clusters Score -104644.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -104655.539062 Penalty: 3323.562744
	Iteration 15Q: 3 clusters Score -104655.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -104656.062500 Penalty: 3323.562744
	Iteration 16Q: 3 clusters Score -104656.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -104656.578125 Penalty: 3323.562744
	Iteration 17F: 3 clusters Score -104656.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -104659.656250 Penalty: 3323.562744
	Iteration 18Q: 3 clusters Score -104659.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -104659.656250 Penalty: 3323.562744
	Iteration 19F: 3 clusters Score -104659.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (16346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Entering Unmasked Estep 
Score: -2114231.250000 Penalty: 2406.031006
	Iteration 0F: 2 clusters Score -2114231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2102516.750000 Penalty: 4812.062012
	Iteration 0F: 3 clusters Score -2102517 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2106456.250000 Penalty: 4812.062012
	Iteration 1F: 3 clusters Score -2106456 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2107217.000000 Penalty: 4812.062012
	Iteration 2F: 3 clusters Score -2107217 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2108123.500000 Penalty: 4812.062012
	Iteration 3F: 3 clusters Score -2108124 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2109124.750000 Penalty: 4812.062012
	Iteration 4F: 3 clusters Score -2109125 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2110026.750000 Penalty: 4812.062012
	Iteration 5F: 3 clusters Score -2110027 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2110721.000000 Penalty: 4812.062012
	Iteration 6F: 3 clusters Score -2110721 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2111240.000000 Penalty: 4812.062012
	Iteration 7F: 3 clusters Score -2111240 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2111584.500000 Penalty: 4812.062012
	Iteration 8Q: 3 clusters Score -2111584 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2111810.000000 Penalty: 4812.062012
	Iteration 9Q: 3 clusters Score -2111810 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2111986.000000 Penalty: 4812.062012
	Iteration 10Q: 3 clusters Score -2111986 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2112137.250000 Penalty: 4812.062012
	Iteration 11Q: 3 clusters Score -2112137 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2112272.500000 Penalty: 4812.062012
	Iteration 12Q: 3 clusters Score -2112272 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2112391.250000 Penalty: 4812.062012
	Iteration 13Q: 3 clusters Score -2112391 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2112484.250000 Penalty: 4812.062012
	Iteration 14Q: 3 clusters Score -2112484 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2112556.250000 Penalty: 4812.062012
	Iteration 15Q: 3 clusters Score -2112556 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2112602.250000 Penalty: 4812.062012
	Iteration 16Q: 3 clusters Score -2112602 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2112652.000000 Penalty: 4812.062012
	Iteration 17Q: 3 clusters Score -2112652 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2112683.500000 Penalty: 4812.062012
	Iteration 18Q: 3 clusters Score -2112684 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2112709.750000 Penalty: 4812.062012
	Iteration 19Q: 3 clusters Score -2112710 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2112734.000000 Penalty: 4812.062012
	Iteration 20F: 3 clusters Score -2112734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2112752.250000 Penalty: 4812.062012
	Iteration 21Q: 3 clusters Score -2112752 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2112772.250000 Penalty: 4812.062012
	Iteration 22Q: 3 clusters Score -2112772 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2112794.250000 Penalty: 4812.062012
	Iteration 23Q: 3 clusters Score -2112794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2112802.500000 Penalty: 4812.062012
	Iteration 24Q: 3 clusters Score -2112802 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2112820.500000 Penalty: 4812.062012
	Iteration 25Q: 3 clusters Score -2112820 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2112828.000000 Penalty: 4812.062012
	Iteration 26Q: 3 clusters Score -2112828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2112839.250000 Penalty: 4812.062012
	Iteration 27Q: 3 clusters Score -2112839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2112853.000000 Penalty: 4812.062012
	Iteration 28Q: 3 clusters Score -2112853 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2112864.500000 Penalty: 4812.062012
	Iteration 29Q: 3 clusters Score -2112864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2112875.500000 Penalty: 4812.062012
	Iteration 30Q: 3 clusters Score -2112876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2112882.000000 Penalty: 4812.062012
	Iteration 31Q: 3 clusters Score -2112882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2112892.500000 Penalty: 4812.062012
	Iteration 32Q: 3 clusters Score -2112892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2112894.250000 Penalty: 4812.062012
	Iteration 33Q: 3 clusters Score -2112894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2112895.000000 Penalty: 4812.062012
	Iteration 34Q: 3 clusters Score -2112895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2112899.000000 Penalty: 4812.062012
	Iteration 35Q: 3 clusters Score -2112899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2112902.000000 Penalty: 4812.062012
	Iteration 36Q: 3 clusters Score -2112902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2112907.250000 Penalty: 4812.062012
	Iteration 37Q: 3 clusters Score -2112907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2112915.000000 Penalty: 4812.062012
	Iteration 38Q: 3 clusters Score -2112915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2112918.250000 Penalty: 4812.062012
	Iteration 39Q: 3 clusters Score -2112918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2112914.250000 Penalty: 4812.062012
	Iteration 40F: 3 clusters Score -2112914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2112917.000000 Penalty: 4812.062012
	Iteration 41Q: 3 clusters Score -2112917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2112913.250000 Penalty: 4812.062012
	Iteration 42Q: 3 clusters Score -2112913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2112914.750000 Penalty: 4812.062012
	Iteration 43Q: 3 clusters Score -2112915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2112918.000000 Penalty: 4812.062012
	Iteration 44Q: 3 clusters Score -2112918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2112921.750000 Penalty: 4812.062012
	Iteration 45Q: 3 clusters Score -2112922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2112920.750000 Penalty: 4812.062012
	Iteration 46Q: 3 clusters Score -2112921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2112920.000000 Penalty: 4812.062012
	Iteration 47Q: 3 clusters Score -2112920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2112922.500000 Penalty: 4812.062012
	Iteration 48Q: 3 clusters Score -2112922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2112925.750000 Penalty: 4812.062012
	Iteration 49Q: 3 clusters Score -2112926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2112924.750000 Penalty: 4812.062012
	Iteration 50Q: 3 clusters Score -2112925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2112924.750000 Penalty: 4812.062012
	Iteration 51Q: 3 clusters Score -2112925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2112928.750000 Penalty: 4812.062012
	Iteration 52Q: 3 clusters Score -2112929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2112933.250000 Penalty: 4812.062012
	Iteration 53Q: 3 clusters Score -2112933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2112932.500000 Penalty: 4812.062012
	Iteration 54Q: 3 clusters Score -2112932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2112936.000000 Penalty: 4812.062012
	Iteration 55Q: 3 clusters Score -2112936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2112937.250000 Penalty: 4812.062012
	Iteration 56Q: 3 clusters Score -2112937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2112935.250000 Penalty: 4812.062012
	Iteration 57Q: 3 clusters Score -2112935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2112937.250000 Penalty: 4812.062012
	Iteration 58Q: 3 clusters Score -2112937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2112940.000000 Penalty: 4812.062012
	Iteration 59Q: 3 clusters Score -2112940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2112941.500000 Penalty: 4812.062012
	Iteration 60F: 3 clusters Score -2112942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2112938.500000 Penalty: 4812.062012
	Iteration 61Q: 3 clusters Score -2112938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2112940.000000 Penalty: 4812.062012
	Iteration 62Q: 3 clusters Score -2112940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2112941.750000 Penalty: 4812.062012
	Iteration 63Q: 3 clusters Score -2112942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2112947.500000 Penalty: 4812.062012
	Iteration 64Q: 3 clusters Score -2112948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2112947.250000 Penalty: 4812.062012
	Iteration 65Q: 3 clusters Score -2112947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2112948.750000 Penalty: 4812.062012
	Iteration 66Q: 3 clusters Score -2112949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2112947.750000 Penalty: 4812.062012
	Iteration 67Q: 3 clusters Score -2112948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2112950.750000 Penalty: 4812.062012
	Iteration 68Q: 3 clusters Score -2112951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2112952.750000 Penalty: 4812.062012
	Iteration 69Q: 3 clusters Score -2112953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2112958.000000 Penalty: 4812.062012
	Iteration 70Q: 3 clusters Score -2112958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2112964.250000 Penalty: 4812.062012
	Iteration 71Q: 3 clusters Score -2112964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2112969.500000 Penalty: 4812.062012
	Iteration 72Q: 3 clusters Score -2112970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2112970.500000 Penalty: 4812.062012
	Iteration 73Q: 3 clusters Score -2112970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2112970.750000 Penalty: 4812.062012
	Iteration 74Q: 3 clusters Score -2112971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2112980.500000 Penalty: 4812.062012
	Iteration 75Q: 3 clusters Score -2112980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2112985.500000 Penalty: 4812.062012
	Iteration 76Q: 3 clusters Score -2112986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2112989.500000 Penalty: 4812.062012
	Iteration 77Q: 3 clusters Score -2112990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2112989.000000 Penalty: 4812.062012
	Iteration 78Q: 3 clusters Score -2112989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2112990.750000 Penalty: 4812.062012
	Iteration 79Q: 3 clusters Score -2112991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2112993.750000 Penalty: 4812.062012
	Iteration 80F: 3 clusters Score -2112994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2112997.000000 Penalty: 4812.062012
	Iteration 81Q: 3 clusters Score -2112997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2113002.250000 Penalty: 4812.062012
	Iteration 82Q: 3 clusters Score -2113002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2113004.500000 Penalty: 4812.062012
	Iteration 83Q: 3 clusters Score -2113004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2113012.750000 Penalty: 4812.062012
	Iteration 84Q: 3 clusters Score -2113013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2113007.250000 Penalty: 4812.062012
	Iteration 85Q: 3 clusters Score -2113007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2113014.250000 Penalty: 4812.062012
	Iteration 86Q: 3 clusters Score -2113014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2113016.250000 Penalty: 4812.062012
	Iteration 87Q: 3 clusters Score -2113016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2113015.000000 Penalty: 4812.062012
	Iteration 88Q: 3 clusters Score -2113015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2113011.750000 Penalty: 4812.062012
	Iteration 89Q: 3 clusters Score -2113012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2113011.750000 Penalty: 4812.062012
	Iteration 90Q: 3 clusters Score -2113012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2113013.000000 Penalty: 4812.062012
	Iteration 91Q: 3 clusters Score -2113013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2113014.250000 Penalty: 4812.062012
	Iteration 92Q: 3 clusters Score -2113014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2113016.000000 Penalty: 4812.062012
	Iteration 93Q: 3 clusters Score -2113016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2113016.000000 Penalty: 4812.062012
	Iteration 94Q: 3 clusters Score -2113016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2113015.250000 Penalty: 4812.062012
	Iteration 95Q: 3 clusters Score -2113015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2113017.000000 Penalty: 4812.062012
	Iteration 96Q: 3 clusters Score -2113017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2113017.250000 Penalty: 4812.062012
	Iteration 97Q: 3 clusters Score -2113017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2113017.250000 Penalty: 4812.062012
	Iteration 98F: 3 clusters Score -2113017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -74938.484375 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -74938.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73417.507812 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -73417.51 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73863.546875 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -73863.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74071.398438 Penalty: 3211.049805
	Iteration 2F: 3 clusters Score -74071.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74256.992188 Penalty: 3211.049805
	Iteration 3F: 3 clusters Score -74256.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74465.218750 Penalty: 3211.049805
	Iteration 4F: 3 clusters Score -74465.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74569.515625 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -74569.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -74689.570312 Penalty: 3211.049805
	Iteration 6Q: 3 clusters Score -74689.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74809.414062 Penalty: 3211.049805
	Iteration 7Q: 3 clusters Score -74809.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -74856.671875 Penalty: 3211.049805
	Iteration 8Q: 3 clusters Score -74856.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74891.898438 Penalty: 3211.049805
	Iteration 9Q: 3 clusters Score -74891.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74907.015625 Penalty: 3211.049805
	Iteration 10Q: 3 clusters Score -74907.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -74908.148438 Penalty: 3211.049805
	Iteration 11Q: 3 clusters Score -74908.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -74908.148438 Penalty: 3211.049805
	Iteration 12F: 3 clusters Score -74908.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Entering Unmasked Estep 
Score: -725007.562500 Penalty: 2124.505615
	Iteration 0F: 2 clusters Score -725007.6 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 2599 members 
Entering Unmasked Estep 
Score: -720320.062500 Penalty: 4249.011230
	Iteration 0F: 3 clusters Score -720320.1 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -721387.312500 Penalty: 4249.011230
	Iteration 1F: 3 clusters Score -721387.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -721587.125000 Penalty: 4249.011230
	Iteration 2F: 3 clusters Score -721587.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -721719.000000 Penalty: 4249.011230
	Iteration 3Q: 3 clusters Score -721719 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -721836.250000 Penalty: 4249.011230
	Iteration 4Q: 3 clusters Score -721836.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -721932.812500 Penalty: 4249.011230
	Iteration 5Q: 3 clusters Score -721932.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -722000.000000 Penalty: 4249.011230
	Iteration 6Q: 3 clusters Score -722000 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -722053.625000 Penalty: 4249.011230
	Iteration 7Q: 3 clusters Score -722053.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -722103.937500 Penalty: 4249.011230
	Iteration 8Q: 3 clusters Score -722103.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -722145.750000 Penalty: 4249.011230
	Iteration 9Q: 3 clusters Score -722145.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -722185.250000 Penalty: 4249.011230
	Iteration 10Q: 3 clusters Score -722185.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -722219.500000 Penalty: 4249.011230
	Iteration 11Q: 3 clusters Score -722219.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -722252.437500 Penalty: 4249.011230
	Iteration 12Q: 3 clusters Score -722252.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -722280.687500 Penalty: 4249.011230
	Iteration 13Q: 3 clusters Score -722280.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -722309.875000 Penalty: 4249.011230
	Iteration 14Q: 3 clusters Score -722309.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -722340.937500 Penalty: 4249.011230
	Iteration 15Q: 3 clusters Score -722340.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -722381.125000 Penalty: 4249.011230
	Iteration 16Q: 3 clusters Score -722381.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -722418.125000 Penalty: 4249.011230
	Iteration 17Q: 3 clusters Score -722418.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -722450.375000 Penalty: 4249.011230
	Iteration 18Q: 3 clusters Score -722450.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -722485.187500 Penalty: 4249.011230
	Iteration 19Q: 3 clusters Score -722485.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -722516.750000 Penalty: 4249.011230
	Iteration 20F: 3 clusters Score -722516.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -722553.187500 Penalty: 4249.011230
	Iteration 21Q: 3 clusters Score -722553.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -722595.562500 Penalty: 4249.011230
	Iteration 22Q: 3 clusters Score -722595.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -722635.937500 Penalty: 4249.011230
	Iteration 23Q: 3 clusters Score -722635.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -722678.062500 Penalty: 4249.011230
	Iteration 24Q: 3 clusters Score -722678.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -722738.812500 Penalty: 4249.011230
	Iteration 25Q: 3 clusters Score -722738.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -722797.312500 Penalty: 4249.011230
	Iteration 26Q: 3 clusters Score -722797.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -722850.500000 Penalty: 4249.011230
	Iteration 27Q: 3 clusters Score -722850.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -722916.687500 Penalty: 4249.011230
	Iteration 28Q: 3 clusters Score -722916.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -722975.250000 Penalty: 4249.011230
	Iteration 29Q: 3 clusters Score -722975.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -723055.125000 Penalty: 4249.011230
	Iteration 30Q: 3 clusters Score -723055.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -723132.625000 Penalty: 4249.011230
	Iteration 31Q: 3 clusters Score -723132.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -723223.875000 Penalty: 4249.011230
	Iteration 32Q: 3 clusters Score -723223.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -723291.375000 Penalty: 4249.011230
	Iteration 33Q: 3 clusters Score -723291.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -723351.187500 Penalty: 4249.011230
	Iteration 34Q: 3 clusters Score -723351.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -723389.750000 Penalty: 4249.011230
	Iteration 35Q: 3 clusters Score -723389.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -723411.125000 Penalty: 4249.011230
	Iteration 36Q: 3 clusters Score -723411.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -723420.625000 Penalty: 4249.011230
	Iteration 37Q: 3 clusters Score -723420.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -723431.812500 Penalty: 4249.011230
	Iteration 38Q: 3 clusters Score -723431.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -723440.187500 Penalty: 4249.011230
	Iteration 39Q: 3 clusters Score -723440.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -723443.687500 Penalty: 4249.011230
	Iteration 40F: 3 clusters Score -723443.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -723447.437500 Penalty: 4249.011230
	Iteration 41Q: 3 clusters Score -723447.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -723448.875000 Penalty: 4249.011230
	Iteration 42Q: 3 clusters Score -723448.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -723449.062500 Penalty: 4249.011230
	Iteration 43Q: 3 clusters Score -723449.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -723449.187500 Penalty: 4249.011230
	Iteration 44Q: 3 clusters Score -723449.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -723450.187500 Penalty: 4249.011230
	Iteration 45Q: 3 clusters Score -723450.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -723450.187500 Penalty: 4249.011230
	Iteration 46F: 3 clusters Score -723450.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Entering Unmasked Estep 
Score: -1392416.000000 Penalty: 2294.795654
	Iteration 0F: 2 clusters Score -1392416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1384417.625000 Penalty: 4589.591309
	Iteration 0F: 3 clusters Score -1384418 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1386864.625000 Penalty: 4589.591309
	Iteration 1F: 3 clusters Score -1386865 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1387261.125000 Penalty: 4589.591309
	Iteration 2F: 3 clusters Score -1387261 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1387583.000000 Penalty: 4589.591309
	Iteration 3F: 3 clusters Score -1387583 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1387889.750000 Penalty: 4589.591309
	Iteration 4F: 3 clusters Score -1387890 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1388172.875000 Penalty: 4589.591309
	Iteration 5Q: 3 clusters Score -1388173 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1388434.125000 Penalty: 4589.591309
	Iteration 6Q: 3 clusters Score -1388434 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1388721.250000 Penalty: 4589.591309
	Iteration 7Q: 3 clusters Score -1388721 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1388988.875000 Penalty: 4589.591309
	Iteration 8Q: 3 clusters Score -1388989 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1389239.000000 Penalty: 4589.591309
	Iteration 9Q: 3 clusters Score -1389239 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1389461.125000 Penalty: 4589.591309
	Iteration 10Q: 3 clusters Score -1389461 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1389657.500000 Penalty: 4589.591309
	Iteration 11Q: 3 clusters Score -1389658 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1389821.500000 Penalty: 4589.591309
	Iteration 12Q: 3 clusters Score -1389822 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1389954.750000 Penalty: 4589.591309
	Iteration 13Q: 3 clusters Score -1389955 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1390069.625000 Penalty: 4589.591309
	Iteration 14Q: 3 clusters Score -1390070 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1390165.875000 Penalty: 4589.591309
	Iteration 15Q: 3 clusters Score -1390166 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1390245.875000 Penalty: 4589.591309
	Iteration 16Q: 3 clusters Score -1390246 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1390309.250000 Penalty: 4589.591309
	Iteration 17Q: 3 clusters Score -1390309 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1390362.000000 Penalty: 4589.591309
	Iteration 18Q: 3 clusters Score -1390362 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1390402.375000 Penalty: 4589.591309
	Iteration 19Q: 3 clusters Score -1390402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1390423.125000 Penalty: 4589.591309
	Iteration 20F: 3 clusters Score -1390423 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1390443.625000 Penalty: 4589.591309
	Iteration 21Q: 3 clusters Score -1390444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1390461.500000 Penalty: 4589.591309
	Iteration 22Q: 3 clusters Score -1390462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1390479.625000 Penalty: 4589.591309
	Iteration 23Q: 3 clusters Score -1390480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1390493.375000 Penalty: 4589.591309
	Iteration 24Q: 3 clusters Score -1390493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1390500.000000 Penalty: 4589.591309
	Iteration 25Q: 3 clusters Score -1390500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1390506.250000 Penalty: 4589.591309
	Iteration 26Q: 3 clusters Score -1390506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1390511.750000 Penalty: 4589.591309
	Iteration 27Q: 3 clusters Score -1390512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1390516.125000 Penalty: 4589.591309
	Iteration 28Q: 3 clusters Score -1390516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1390517.375000 Penalty: 4589.591309
	Iteration 29Q: 3 clusters Score -1390517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1390521.625000 Penalty: 4589.591309
	Iteration 30Q: 3 clusters Score -1390522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1390520.000000 Penalty: 4589.591309
	Iteration 31Q: 3 clusters Score -1390520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1390521.375000 Penalty: 4589.591309
	Iteration 32Q: 3 clusters Score -1390521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1390520.625000 Penalty: 4589.591309
	Iteration 33Q: 3 clusters Score -1390521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1390523.000000 Penalty: 4589.591309
	Iteration 34Q: 3 clusters Score -1390523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1390523.000000 Penalty: 4589.591309
	Iteration 35F: 3 clusters Score -1390523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Entering Unmasked Estep 
Score: -919869.062500 Penalty: 2203.966553
	Iteration 0F: 2 clusters Score -919869.1 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 3625 members 
Entering Unmasked Estep 
Score: -913930.687500 Penalty: 4407.933105
	Iteration 0F: 3 clusters Score -913930.7 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -915588.812500 Penalty: 4407.933105
	Iteration 1F: 3 clusters Score -915588.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -916059.875000 Penalty: 4407.933105
	Iteration 2F: 3 clusters Score -916059.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -916455.562500 Penalty: 4407.933105
	Iteration 3F: 3 clusters Score -916455.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -916823.125000 Penalty: 4407.933105
	Iteration 4F: 3 clusters Score -916823.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -917139.562500 Penalty: 4407.933105
	Iteration 5F: 3 clusters Score -917139.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -917459.375000 Penalty: 4407.933105
	Iteration 6F: 3 clusters Score -917459.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -917721.625000 Penalty: 4407.933105
	Iteration 7Q: 3 clusters Score -917721.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -917892.437500 Penalty: 4407.933105
	Iteration 8Q: 3 clusters Score -917892.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -917984.187500 Penalty: 4407.933105
	Iteration 9Q: 3 clusters Score -917984.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -918043.562500 Penalty: 4407.933105
	Iteration 10Q: 3 clusters Score -918043.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -918087.625000 Penalty: 4407.933105
	Iteration 11Q: 3 clusters Score -918087.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -918121.812500 Penalty: 4407.933105
	Iteration 12Q: 3 clusters Score -918121.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -918147.312500 Penalty: 4407.933105
	Iteration 13Q: 3 clusters Score -918147.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -918168.000000 Penalty: 4407.933105
	Iteration 14Q: 3 clusters Score -918168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -918182.187500 Penalty: 4407.933105
	Iteration 15Q: 3 clusters Score -918182.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -918193.562500 Penalty: 4407.933105
	Iteration 16Q: 3 clusters Score -918193.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -918200.625000 Penalty: 4407.933105
	Iteration 17Q: 3 clusters Score -918200.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -918210.500000 Penalty: 4407.933105
	Iteration 18Q: 3 clusters Score -918210.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -918214.875000 Penalty: 4407.933105
	Iteration 19Q: 3 clusters Score -918214.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -918219.875000 Penalty: 4407.933105
	Iteration 20F: 3 clusters Score -918219.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -918227.250000 Penalty: 4407.933105
	Iteration 21Q: 3 clusters Score -918227.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -918234.875000 Penalty: 4407.933105
	Iteration 22Q: 3 clusters Score -918234.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -918242.062500 Penalty: 4407.933105
	Iteration 23Q: 3 clusters Score -918242.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -918251.187500 Penalty: 4407.933105
	Iteration 24Q: 3 clusters Score -918251.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -918259.687500 Penalty: 4407.933105
	Iteration 25Q: 3 clusters Score -918259.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -918263.250000 Penalty: 4407.933105
	Iteration 26Q: 3 clusters Score -918263.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -918270.812500 Penalty: 4407.933105
	Iteration 27Q: 3 clusters Score -918270.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -918278.125000 Penalty: 4407.933105
	Iteration 28Q: 3 clusters Score -918278.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -918285.437500 Penalty: 4407.933105
	Iteration 29Q: 3 clusters Score -918285.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -918290.312500 Penalty: 4407.933105
	Iteration 30Q: 3 clusters Score -918290.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -918299.125000 Penalty: 4407.933105
	Iteration 31Q: 3 clusters Score -918299.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -918307.562500 Penalty: 4407.933105
	Iteration 32Q: 3 clusters Score -918307.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -918319.625000 Penalty: 4407.933105
	Iteration 33Q: 3 clusters Score -918319.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -918329.625000 Penalty: 4407.933105
	Iteration 34Q: 3 clusters Score -918329.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -918337.875000 Penalty: 4407.933105
	Iteration 35Q: 3 clusters Score -918337.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -918341.500000 Penalty: 4407.933105
	Iteration 36Q: 3 clusters Score -918341.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -918344.187500 Penalty: 4407.933105
	Iteration 37Q: 3 clusters Score -918344.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -918347.000000 Penalty: 4407.933105
	Iteration 38Q: 3 clusters Score -918347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -918353.687500 Penalty: 4407.933105
	Iteration 39Q: 3 clusters Score -918353.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -918361.562500 Penalty: 4407.933105
	Iteration 40F: 3 clusters Score -918361.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -918369.625000 Penalty: 4407.933105
	Iteration 41Q: 3 clusters Score -918369.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -918380.500000 Penalty: 4407.933105
	Iteration 42Q: 3 clusters Score -918380.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -918392.500000 Penalty: 4407.933105
	Iteration 43Q: 3 clusters Score -918392.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -918401.937500 Penalty: 4407.933105
	Iteration 44Q: 3 clusters Score -918401.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -918409.062500 Penalty: 4407.933105
	Iteration 45Q: 3 clusters Score -918409.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -918413.812500 Penalty: 4407.933105
	Iteration 46Q: 3 clusters Score -918413.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -918415.687500 Penalty: 4407.933105
	Iteration 47Q: 3 clusters Score -918415.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -918418.750000 Penalty: 4407.933105
	Iteration 48Q: 3 clusters Score -918418.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -918420.375000 Penalty: 4407.933105
	Iteration 49Q: 3 clusters Score -918420.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -918420.187500 Penalty: 4407.933105
	Iteration 50Q: 3 clusters Score -918420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -918420.687500 Penalty: 4407.933105
	Iteration 51Q: 3 clusters Score -918420.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -918420.687500 Penalty: 4407.933105
	Iteration 52F: 3 clusters Score -918420.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 16189 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 25965 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 4709 members 
Mstep: Class 7 contains 6268 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 62233 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 20769 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 5195 members 
Mstep: Class 14 contains 4111 members 
Mstep: Class 15 contains 7384 members 
Mstep: Class 16 contains 160961 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 37678 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 86358 members 
Mstep: Class 21 contains 7896 members 
Mstep: Class 22 contains 168042 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 4823 members 
Mstep: Class 25 contains 14910 members 
Mstep: Class 26 contains 8356 members 
Mstep: Class 27 contains 11239 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 16346 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 5253 members 
Mstep: Class 32 contains 10438 members 
Mstep: Class 33 contains 7237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100892120.000000 Penalty: 124296.320312
Iteration 79Q: 38 clusters Score -1.008921e+08 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 16191 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 26038 members 
Mstep: Class 5 contains 2302 members 
Mstep: Class 6 contains 4697 members 
Mstep: Class 7 contains 6281 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 62064 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 20786 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 5481 members 
Mstep: Class 14 contains 4447 members 
Mstep: Class 15 contains 7396 members 
Mstep: Class 16 contains 161138 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 37629 members 
Mstep: Class 19 contains 3393 members 
Mstep: Class 20 contains 86360 members 
Mstep: Class 21 contains 7896 members 
Mstep: Class 22 contains 168036 members 
Mstep: Class 23 contains 4471 members 
Mstep: Class 24 contains 5379 members 
Mstep: Class 25 contains 14780 members 
Mstep: Class 26 contains 8440 members 
Mstep: Class 27 contains 11253 members 
Mstep: Class 28 contains 814 members 
Mstep: Class 29 contains 16308 members 
Mstep: Class 30 contains 644 members 
Mstep: Class 31 contains 5267 members 
Mstep: Class 32 contains 10478 members 
Mstep: Class 33 contains 7253 members 
Mstep: Class 34 contains 28105 members 
Mstep: Class 35 contains 6246 members 
Mstep: Class 36 contains 1000 members 
Mstep: Class 37 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100893848.000000 Penalty: 124296.320312
Iteration 80F: 38 clusters Score -1.008938e+08 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 16135 members 
Mstep: Class 3 contains 1756 members 
Mstep: Class 4 contains 25893 members 
Mstep: Class 5 contains 2286 members 
Mstep: Class 6 contains 4679 members 
Mstep: Class 7 contains 6256 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61890 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 20790 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 5635 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 7380 members 
Mstep: Class 16 contains 161090 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 37594 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 86343 members 
Mstep: Class 21 contains 7899 members 
Mstep: Class 22 contains 167934 members 
Mstep: Class 23 contains 4305 members 
Mstep: Class 24 contains 5755 members 
Mstep: Class 25 contains 14580 members 
Mstep: Class 26 contains 8386 members 
Mstep: Class 27 contains 11265 members 
Mstep: Class 28 contains 814 members 
Mstep: Class 29 contains 16217 members 
Mstep: Class 30 contains 638 members 
Mstep: Class 31 contains 5306 members 
Mstep: Class 32 contains 10479 members 
Mstep: Class 33 contains 7214 members 
Mstep: Class 34 contains 28413 members 
Mstep: Class 35 contains 6363 members 
Mstep: Class 36 contains 999 members 
Mstep: Class 37 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100895040.000000 Penalty: 124296.320312
Iteration 81Q: 38 clusters Score -1.00895e+08 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 16115 members 
Mstep: Class 3 contains 1739 members 
Mstep: Class 4 contains 25864 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 4659 members 
Mstep: Class 7 contains 6244 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61744 members 
Mstep: Class 10 contains 1652 members 
Mstep: Class 11 contains 20807 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 5774 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 7373 members 
Mstep: Class 16 contains 161067 members 
Mstep: Class 17 contains 722 members 
Mstep: Class 18 contains 37577 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86332 members 
Mstep: Class 21 contains 7900 members 
Mstep: Class 22 contains 167809 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 14430 members 
Mstep: Class 26 contains 8334 members 
Mstep: Class 27 contains 11277 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 16137 members 
Mstep: Class 30 contains 636 members 
Mstep: Class 31 contains 5367 members 
Mstep: Class 32 contains 10493 members 
Mstep: Class 33 contains 7202 members 
Mstep: Class 34 contains 28596 members 
Mstep: Class 35 contains 6427 members 
Mstep: Class 36 contains 999 members 
Mstep: Class 37 contains 2204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100895368.000000 Penalty: 124296.320312
Iteration 82Q: 38 clusters Score -1.008954e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 16096 members 
Mstep: Class 3 contains 1734 members 
Mstep: Class 4 contains 25864 members 
Mstep: Class 5 contains 2283 members 
Mstep: Class 6 contains 4646 members 
Mstep: Class 7 contains 6253 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61629 members 
Mstep: Class 10 contains 1652 members 
Mstep: Class 11 contains 20821 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 5891 members 
Mstep: Class 14 contains 4893 members 
Mstep: Class 15 contains 7372 members 
Mstep: Class 16 contains 161077 members 
Mstep: Class 17 contains 723 members 
Mstep: Class 18 contains 37557 members 
Mstep: Class 19 contains 3378 members 
Mstep: Class 20 contains 86329 members 
Mstep: Class 21 contains 7901 members 
Mstep: Class 22 contains 167729 members 
Mstep: Class 23 contains 4130 members 
Mstep: Class 24 contains 6116 members 
Mstep: Class 25 contains 14313 members 
Mstep: Class 26 contains 8299 members 
Mstep: Class 27 contains 11280 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 16056 members 
Mstep: Class 30 contains 635 members 
Mstep: Class 31 contains 5443 members 
Mstep: Class 32 contains 10504 members 
Mstep: Class 33 contains 7198 members 
Mstep: Class 34 contains 28660 members 
Mstep: Class 35 contains 6460 members 
Mstep: Class 36 contains 997 members 
Mstep: Class 37 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100895560.000000 Penalty: 124296.320312
Iteration 83Q: 38 clusters Score -1.008956e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 16087 members 
Mstep: Class 3 contains 1732 members 
Mstep: Class 4 contains 25876 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 4642 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61550 members 
Mstep: Class 10 contains 1652 members 
Mstep: Class 11 contains 20829 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 5988 members 
Mstep: Class 14 contains 4978 members 
Mstep: Class 15 contains 7373 members 
Mstep: Class 16 contains 161079 members 
Mstep: Class 17 contains 723 members 
Mstep: Class 18 contains 37538 members 
Mstep: Class 19 contains 3378 members 
Mstep: Class 20 contains 86326 members 
Mstep: Class 21 contains 7902 members 
Mstep: Class 22 contains 167648 members 
Mstep: Class 23 contains 4075 members 
Mstep: Class 24 contains 6218 members 
Mstep: Class 25 contains 14212 members 
Mstep: Class 26 contains 8273 members 
Mstep: Class 27 contains 11285 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 15984 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 5510 members 
Mstep: Class 32 contains 10509 members 
Mstep: Class 33 contains 7194 members 
Mstep: Class 34 contains 28729 members 
Mstep: Class 35 contains 6482 members 
Mstep: Class 36 contains 996 members 
Mstep: Class 37 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100895784.000000 Penalty: 124296.320312
Iteration 84Q: 38 clusters Score -1.008958e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 16083 members 
Mstep: Class 3 contains 1736 members 
Mstep: Class 4 contains 25899 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 4639 members 
Mstep: Class 7 contains 6262 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61490 members 
Mstep: Class 10 contains 1653 members 
Mstep: Class 11 contains 20833 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 6055 members 
Mstep: Class 14 contains 5048 members 
Mstep: Class 15 contains 7374 members 
Mstep: Class 16 contains 161090 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 37539 members 
Mstep: Class 19 contains 3378 members 
Mstep: Class 20 contains 86330 members 
Mstep: Class 21 contains 7905 members 
Mstep: Class 22 contains 167570 members 
Mstep: Class 23 contains 4036 members 
Mstep: Class 24 contains 6267 members 
Mstep: Class 25 contains 14132 members 
Mstep: Class 26 contains 8259 members 
Mstep: Class 27 contains 11296 members 
Mstep: Class 28 contains 815 members 
Mstep: Class 29 contains 15913 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 10512 members 
Mstep: Class 33 contains 7186 members 
Mstep: Class 34 contains 28795 members 
Mstep: Class 35 contains 6497 members 
Mstep: Class 36 contains 995 members 
Mstep: Class 37 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100895968.000000 Penalty: 124296.320312
Iteration 85Q: 38 clusters Score -1.00896e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 16078 members 
Mstep: Class 3 contains 1735 members 
Mstep: Class 4 contains 25905 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 4632 members 
Mstep: Class 7 contains 6271 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61448 members 
Mstep: Class 10 contains 1653 members 
Mstep: Class 11 contains 20844 members 
Mstep: Class 12 contains 316 members 
Mstep: Class 13 contains 6100 members 
Mstep: Class 14 contains 5091 members 
Mstep: Class 15 contains 7377 members 
Mstep: Class 16 contains 161097 members 
Mstep: Class 17 contains 717 members 
Mstep: Class 18 contains 37530 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86325 members 
Mstep: Class 21 contains 7909 members 
Mstep: Class 22 contains 167533 members 
Mstep: Class 23 contains 4008 members 
Mstep: Class 24 contains 6300 members 
Mstep: Class 25 contains 14080 members 
Mstep: Class 26 contains 8240 members 
Mstep: Class 27 contains 11306 members 
Mstep: Class 28 contains 816 members 
Mstep: Class 29 contains 15862 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 5637 members 
Mstep: Class 32 contains 10512 members 
Mstep: Class 33 contains 7189 members 
Mstep: Class 34 contains 28837 members 
Mstep: Class 35 contains 6506 members 
Mstep: Class 36 contains 992 members 
Mstep: Class 37 contains 2519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896184.000000 Penalty: 124296.320312
Iteration 86Q: 38 clusters Score -1.008962e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 16083 members 
Mstep: Class 3 contains 1730 members 
Mstep: Class 4 contains 25929 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 4628 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61425 members 
Mstep: Class 10 contains 1653 members 
Mstep: Class 11 contains 20860 members 
Mstep: Class 12 contains 316 members 
Mstep: Class 13 contains 6139 members 
Mstep: Class 14 contains 5116 members 
Mstep: Class 15 contains 7381 members 
Mstep: Class 16 contains 161104 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 37527 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 86331 members 
Mstep: Class 21 contains 7911 members 
Mstep: Class 22 contains 167480 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 6330 members 
Mstep: Class 25 contains 14034 members 
Mstep: Class 26 contains 8229 members 
Mstep: Class 27 contains 11323 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 15796 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 5691 members 
Mstep: Class 32 contains 10515 members 
Mstep: Class 33 contains 7190 members 
Mstep: Class 34 contains 28881 members 
Mstep: Class 35 contains 6516 members 
Mstep: Class 36 contains 991 members 
Mstep: Class 37 contains 2555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100895960.000000 Penalty: 124296.320312
Iteration 87Q: 38 clusters Score -1.00896e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 16080 members 
Mstep: Class 3 contains 1724 members 
Mstep: Class 4 contains 25944 members 
Mstep: Class 5 contains 2305 members 
Mstep: Class 6 contains 4632 members 
Mstep: Class 7 contains 6279 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61409 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 20878 members 
Mstep: Class 12 contains 321 members 
Mstep: Class 13 contains 6170 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 7386 members 
Mstep: Class 16 contains 161113 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 37529 members 
Mstep: Class 19 contains 3374 members 
Mstep: Class 20 contains 86332 members 
Mstep: Class 21 contains 7914 members 
Mstep: Class 22 contains 167448 members 
Mstep: Class 23 contains 3975 members 
Mstep: Class 24 contains 6336 members 
Mstep: Class 25 contains 13978 members 
Mstep: Class 26 contains 8221 members 
Mstep: Class 27 contains 11339 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 15735 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 5741 members 
Mstep: Class 32 contains 10517 members 
Mstep: Class 33 contains 7193 members 
Mstep: Class 34 contains 28915 members 
Mstep: Class 35 contains 6526 members 
Mstep: Class 36 contains 988 members 
Mstep: Class 37 contains 2582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896096.000000 Penalty: 124296.320312
Iteration 88Q: 38 clusters Score -1.008961e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 16073 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 25950 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 4631 members 
Mstep: Class 7 contains 6287 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61401 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 20888 members 
Mstep: Class 12 contains 322 members 
Mstep: Class 13 contains 6196 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 7390 members 
Mstep: Class 16 contains 161114 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 37528 members 
Mstep: Class 19 contains 3374 members 
Mstep: Class 20 contains 86335 members 
Mstep: Class 21 contains 7921 members 
Mstep: Class 22 contains 167433 members 
Mstep: Class 23 contains 3954 members 
Mstep: Class 24 contains 6355 members 
Mstep: Class 25 contains 13943 members 
Mstep: Class 26 contains 8215 members 
Mstep: Class 27 contains 11351 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 15682 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 5798 members 
Mstep: Class 32 contains 10515 members 
Mstep: Class 33 contains 7183 members 
Mstep: Class 34 contains 28950 members 
Mstep: Class 35 contains 6540 members 
Mstep: Class 36 contains 986 members 
Mstep: Class 37 contains 2601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896416.000000 Penalty: 124296.320312
Iteration 89Q: 38 clusters Score -1.008964e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 16073 members 
Mstep: Class 3 contains 1717 members 
Mstep: Class 4 contains 25955 members 
Mstep: Class 5 contains 2313 members 
Mstep: Class 6 contains 4631 members 
Mstep: Class 7 contains 6301 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61405 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 20897 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 6210 members 
Mstep: Class 14 contains 5144 members 
Mstep: Class 15 contains 7390 members 
Mstep: Class 16 contains 161117 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 37527 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 86328 members 
Mstep: Class 21 contains 7930 members 
Mstep: Class 22 contains 167419 members 
Mstep: Class 23 contains 3938 members 
Mstep: Class 24 contains 6366 members 
Mstep: Class 25 contains 13907 members 
Mstep: Class 26 contains 8208 members 
Mstep: Class 27 contains 11351 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 15639 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 5844 members 
Mstep: Class 32 contains 10518 members 
Mstep: Class 33 contains 7182 members 
Mstep: Class 34 contains 28964 members 
Mstep: Class 35 contains 6551 members 
Mstep: Class 36 contains 984 members 
Mstep: Class 37 contains 2624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896464.000000 Penalty: 124296.320312
Iteration 90Q: 38 clusters Score -1.008965e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 16068 members 
Mstep: Class 3 contains 1716 members 
Mstep: Class 4 contains 25968 members 
Mstep: Class 5 contains 2312 members 
Mstep: Class 6 contains 4629 members 
Mstep: Class 7 contains 6315 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61399 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 20901 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 6230 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 7393 members 
Mstep: Class 16 contains 161119 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 37525 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86328 members 
Mstep: Class 21 contains 7938 members 
Mstep: Class 22 contains 167400 members 
Mstep: Class 23 contains 3938 members 
Mstep: Class 24 contains 6369 members 
Mstep: Class 25 contains 13870 members 
Mstep: Class 26 contains 8208 members 
Mstep: Class 27 contains 11355 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 15582 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 5895 members 
Mstep: Class 32 contains 10518 members 
Mstep: Class 33 contains 7175 members 
Mstep: Class 34 contains 28978 members 
Mstep: Class 35 contains 6561 members 
Mstep: Class 36 contains 985 members 
Mstep: Class 37 contains 2649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896408.000000 Penalty: 124296.320312
Iteration 91Q: 38 clusters Score -1.008964e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 16070 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 25983 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 4632 members 
Mstep: Class 7 contains 6335 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61396 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 20902 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 6247 members 
Mstep: Class 14 contains 5152 members 
Mstep: Class 15 contains 7397 members 
Mstep: Class 16 contains 161111 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 37522 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86323 members 
Mstep: Class 21 contains 7945 members 
Mstep: Class 22 contains 167376 members 
Mstep: Class 23 contains 3944 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 13828 members 
Mstep: Class 26 contains 8205 members 
Mstep: Class 27 contains 11361 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 15543 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 5933 members 
Mstep: Class 32 contains 10518 members 
Mstep: Class 33 contains 7165 members 
Mstep: Class 34 contains 28989 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 983 members 
Mstep: Class 37 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896720.000000 Penalty: 124296.320312
Iteration 92Q: 38 clusters Score -1.008967e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 16068 members 
Mstep: Class 3 contains 1716 members 
Mstep: Class 4 contains 25995 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 4626 members 
Mstep: Class 7 contains 6353 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61396 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 20910 members 
Mstep: Class 12 contains 324 members 
Mstep: Class 13 contains 6262 members 
Mstep: Class 14 contains 5151 members 
Mstep: Class 15 contains 7398 members 
Mstep: Class 16 contains 161109 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 37517 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86313 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 167363 members 
Mstep: Class 23 contains 3939 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 13803 members 
Mstep: Class 26 contains 8201 members 
Mstep: Class 27 contains 11368 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 15507 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 5971 members 
Mstep: Class 32 contains 10522 members 
Mstep: Class 33 contains 7166 members 
Mstep: Class 34 contains 29007 members 
Mstep: Class 35 contains 6570 members 
Mstep: Class 36 contains 983 members 
Mstep: Class 37 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896728.000000 Penalty: 124296.320312
Iteration 93Q: 38 clusters Score -1.008967e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 16066 members 
Mstep: Class 3 contains 1713 members 
Mstep: Class 4 contains 26009 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 4621 members 
Mstep: Class 7 contains 6360 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61396 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 20920 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 6271 members 
Mstep: Class 14 contains 5155 members 
Mstep: Class 15 contains 7402 members 
Mstep: Class 16 contains 161113 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 37511 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86313 members 
Mstep: Class 21 contains 7954 members 
Mstep: Class 22 contains 167350 members 
Mstep: Class 23 contains 3938 members 
Mstep: Class 24 contains 6383 members 
Mstep: Class 25 contains 13779 members 
Mstep: Class 26 contains 8199 members 
Mstep: Class 27 contains 11375 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 15461 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 6006 members 
Mstep: Class 32 contains 10524 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29033 members 
Mstep: Class 35 contains 6571 members 
Mstep: Class 36 contains 982 members 
Mstep: Class 37 contains 2708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896936.000000 Penalty: 124296.320312
Iteration 94Q: 38 clusters Score -1.008969e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 16065 members 
Mstep: Class 3 contains 1711 members 
Mstep: Class 4 contains 26017 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 4620 members 
Mstep: Class 7 contains 6370 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61395 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 20931 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 6285 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 7408 members 
Mstep: Class 16 contains 161112 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 37500 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86308 members 
Mstep: Class 21 contains 7959 members 
Mstep: Class 22 contains 167333 members 
Mstep: Class 23 contains 3931 members 
Mstep: Class 24 contains 6390 members 
Mstep: Class 25 contains 13759 members 
Mstep: Class 26 contains 8195 members 
Mstep: Class 27 contains 11384 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 15412 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 6058 members 
Mstep: Class 32 contains 10525 members 
Mstep: Class 33 contains 7157 members 
Mstep: Class 34 contains 29044 members 
Mstep: Class 35 contains 6572 members 
Mstep: Class 36 contains 982 members 
Mstep: Class 37 contains 2723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896776.000000 Penalty: 124296.320312
Iteration 95Q: 38 clusters Score -1.008968e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 16063 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 26030 members 
Mstep: Class 5 contains 2317 members 
Mstep: Class 6 contains 4614 members 
Mstep: Class 7 contains 6370 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61404 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 20938 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 6295 members 
Mstep: Class 14 contains 5160 members 
Mstep: Class 15 contains 7408 members 
Mstep: Class 16 contains 161115 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 37492 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86312 members 
Mstep: Class 21 contains 7962 members 
Mstep: Class 22 contains 167320 members 
Mstep: Class 23 contains 3933 members 
Mstep: Class 24 contains 6393 members 
Mstep: Class 25 contains 13745 members 
Mstep: Class 26 contains 8194 members 
Mstep: Class 27 contains 11393 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 15364 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 10526 members 
Mstep: Class 33 contains 7153 members 
Mstep: Class 34 contains 29061 members 
Mstep: Class 35 contains 6572 members 
Mstep: Class 36 contains 980 members 
Mstep: Class 37 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896808.000000 Penalty: 124296.320312
Iteration 96Q: 38 clusters Score -1.008968e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 16052 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 26036 members 
Mstep: Class 5 contains 2314 members 
Mstep: Class 6 contains 4607 members 
Mstep: Class 7 contains 6362 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61408 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 20943 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 6306 members 
Mstep: Class 14 contains 5163 members 
Mstep: Class 15 contains 7411 members 
Mstep: Class 16 contains 161115 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 37496 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86314 members 
Mstep: Class 21 contains 7964 members 
Mstep: Class 22 contains 167312 members 
Mstep: Class 23 contains 3923 members 
Mstep: Class 24 contains 6399 members 
Mstep: Class 25 contains 13744 members 
Mstep: Class 26 contains 8195 members 
Mstep: Class 27 contains 11399 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 15314 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 6143 members 
Mstep: Class 32 contains 10527 members 
Mstep: Class 33 contains 7154 members 
Mstep: Class 34 contains 29082 members 
Mstep: Class 35 contains 6572 members 
Mstep: Class 36 contains 980 members 
Mstep: Class 37 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896616.000000 Penalty: 124296.320312
Iteration 97Q: 38 clusters Score -1.008966e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 16041 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 6359 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61408 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 20949 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 13 contains 6316 members 
Mstep: Class 14 contains 5168 members 
Mstep: Class 15 contains 7411 members 
Mstep: Class 16 contains 161121 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 37491 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86316 members 
Mstep: Class 21 contains 7965 members 
Mstep: Class 22 contains 167302 members 
Mstep: Class 23 contains 3916 members 
Mstep: Class 24 contains 6396 members 
Mstep: Class 25 contains 13739 members 
Mstep: Class 26 contains 8191 members 
Mstep: Class 27 contains 11399 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 15294 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 6171 members 
Mstep: Class 32 contains 10529 members 
Mstep: Class 33 contains 7151 members 
Mstep: Class 34 contains 29104 members 
Mstep: Class 35 contains 6571 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 2753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896720.000000 Penalty: 124296.320312
Iteration 98Q: 38 clusters Score -1.008967e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 16033 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 26046 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 4603 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61404 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 20953 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 13 contains 6331 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 161123 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 37491 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86314 members 
Mstep: Class 21 contains 7965 members 
Mstep: Class 22 contains 167297 members 
Mstep: Class 23 contains 3910 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 13733 members 
Mstep: Class 26 contains 8188 members 
Mstep: Class 27 contains 11401 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 15282 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 6188 members 
Mstep: Class 32 contains 10531 members 
Mstep: Class 33 contains 7150 members 
Mstep: Class 34 contains 29122 members 
Mstep: Class 35 contains 6571 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 2761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896776.000000 Penalty: 124296.320312
Iteration 99Q: 38 clusters Score -1.008968e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 16028 members 
Mstep: Class 3 contains 1711 members 
Mstep: Class 4 contains 26053 members 
Mstep: Class 5 contains 2327 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 6364 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61403 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 20953 members 
Mstep: Class 12 contains 337 members 
Mstep: Class 13 contains 6338 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 7416 members 
Mstep: Class 16 contains 161129 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 37489 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86303 members 
Mstep: Class 21 contains 7965 members 
Mstep: Class 22 contains 167290 members 
Mstep: Class 23 contains 3902 members 
Mstep: Class 24 contains 6396 members 
Mstep: Class 25 contains 13725 members 
Mstep: Class 26 contains 8182 members 
Mstep: Class 27 contains 11406 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 15266 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 6208 members 
Mstep: Class 32 contains 10531 members 
Mstep: Class 33 contains 7150 members 
Mstep: Class 34 contains 29143 members 
Mstep: Class 35 contains 6574 members 
Mstep: Class 36 contains 970 members 
Mstep: Class 37 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100897192.000000 Penalty: 124296.320312
Iteration 100F: 38 clusters Score -1.008972e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 16022 members 
Mstep: Class 3 contains 1713 members 
Mstep: Class 4 contains 26058 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 4601 members 
Mstep: Class 7 contains 6370 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61396 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 20952 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 6347 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 7417 members 
Mstep: Class 16 contains 161128 members 
Mstep: Class 17 contains 699 members 
Mstep: Class 18 contains 37483 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86299 members 
Mstep: Class 21 contains 7966 members 
Mstep: Class 22 contains 167302 members 
Mstep: Class 23 contains 3889 members 
Mstep: Class 24 contains 6399 members 
Mstep: Class 25 contains 13722 members 
Mstep: Class 26 contains 8183 members 
Mstep: Class 27 contains 11411 members 
Mstep: Class 28 contains 824 members 
Mstep: Class 29 contains 15237 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 6227 members 
Mstep: Class 32 contains 10532 members 
Mstep: Class 33 contains 7149 members 
Mstep: Class 34 contains 29177 members 
Mstep: Class 35 contains 6574 members 
Mstep: Class 36 contains 953 members 
Mstep: Class 37 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100898088.000000 Penalty: 124296.320312
Iteration 101Q: 38 clusters Score -1.008981e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 16018 members 
Mstep: Class 3 contains 1712 members 
Mstep: Class 4 contains 26059 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 4600 members 
Mstep: Class 7 contains 6374 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61395 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 20956 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 6350 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 7417 members 
Mstep: Class 16 contains 161134 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 37482 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86292 members 
Mstep: Class 21 contains 7967 members 
Mstep: Class 22 contains 167304 members 
Mstep: Class 23 contains 3889 members 
Mstep: Class 24 contains 6399 members 
Mstep: Class 25 contains 13713 members 
Mstep: Class 26 contains 8178 members 
Mstep: Class 27 contains 11413 members 
Mstep: Class 28 contains 827 members 
Mstep: Class 29 contains 15212 members 
Mstep: Class 30 contains 633 members 
Mstep: Class 31 contains 6245 members 
Mstep: Class 32 contains 10534 members 
Mstep: Class 33 contains 7151 members 
Mstep: Class 34 contains 29207 members 
Mstep: Class 35 contains 6573 members 
Mstep: Class 36 contains 955 members 
Mstep: Class 37 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100898184.000000 Penalty: 124296.320312
Iteration 102Q: 38 clusters Score -1.008982e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 16019 members 
Mstep: Class 3 contains 1714 members 
Mstep: Class 4 contains 26060 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 4600 members 
Mstep: Class 7 contains 6374 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61395 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 20954 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 6352 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 7416 members 
Mstep: Class 16 contains 161138 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 37483 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86290 members 
Mstep: Class 21 contains 7968 members 
Mstep: Class 22 contains 167305 members 
Mstep: Class 23 contains 3882 members 
Mstep: Class 24 contains 6393 members 
Mstep: Class 25 contains 13698 members 
Mstep: Class 26 contains 8179 members 
Mstep: Class 27 contains 11416 members 
Mstep: Class 28 contains 831 members 
Mstep: Class 29 contains 15197 members 
Mstep: Class 30 contains 631 members 
Mstep: Class 31 contains 6261 members 
Mstep: Class 32 contains 10536 members 
Mstep: Class 33 contains 7150 members 
Mstep: Class 34 contains 29233 members 
Mstep: Class 35 contains 6573 members 
Mstep: Class 36 contains 954 members 
Mstep: Class 37 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100898312.000000 Penalty: 124296.320312
Iteration 103Q: 38 clusters Score -1.008983e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 16017 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 26060 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 4600 members 
Mstep: Class 7 contains 6381 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61392 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 20958 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 6359 members 
Mstep: Class 14 contains 5176 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 161139 members 
Mstep: Class 17 contains 675 members 
Mstep: Class 18 contains 37485 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86293 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 167296 members 
Mstep: Class 23 contains 3872 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 13685 members 
Mstep: Class 26 contains 8180 members 
Mstep: Class 27 contains 11420 members 
Mstep: Class 28 contains 831 members 
Mstep: Class 29 contains 15182 members 
Mstep: Class 30 contains 629 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 10537 members 
Mstep: Class 33 contains 7149 members 
Mstep: Class 34 contains 29252 members 
Mstep: Class 35 contains 6573 members 
Mstep: Class 36 contains 953 members 
Mstep: Class 37 contains 2776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100898408.000000 Penalty: 124296.320312
Iteration 104Q: 38 clusters Score -1.008984e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 16014 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 26058 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 4597 members 
Mstep: Class 7 contains 6379 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61392 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 20965 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 6366 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7411 members 
Mstep: Class 16 contains 161135 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 37483 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86296 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 167293 members 
Mstep: Class 23 contains 3868 members 
Mstep: Class 24 contains 6383 members 
Mstep: Class 25 contains 13687 members 
Mstep: Class 26 contains 8181 members 
Mstep: Class 27 contains 11423 members 
Mstep: Class 28 contains 832 members 
Mstep: Class 29 contains 15169 members 
Mstep: Class 30 contains 628 members 
Mstep: Class 31 contains 6290 members 
Mstep: Class 32 contains 10536 members 
Mstep: Class 33 contains 7149 members 
Mstep: Class 34 contains 29270 members 
Mstep: Class 35 contains 6573 members 
Mstep: Class 36 contains 953 members 
Mstep: Class 37 contains 2780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100898984.000000 Penalty: 124296.320312
Iteration 105Q: 38 clusters Score -1.00899e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 16014 members 
Mstep: Class 3 contains 1720 members 
Mstep: Class 4 contains 26059 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 4596 members 
Mstep: Class 7 contains 6377 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61395 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 20968 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 6371 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 7412 members 
Mstep: Class 16 contains 161134 members 
Mstep: Class 17 contains 674 members 
Mstep: Class 18 contains 37484 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 86292 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 167290 members 
Mstep: Class 23 contains 3866 members 
Mstep: Class 24 contains 6378 members 
Mstep: Class 25 contains 13685 members 
Mstep: Class 26 contains 8182 members 
Mstep: Class 27 contains 11426 members 
Mstep: Class 28 contains 837 members 
Mstep: Class 29 contains 15150 members 
Mstep: Class 30 contains 622 members 
Mstep: Class 31 contains 6305 members 
Mstep: Class 32 contains 10536 members 
Mstep: Class 33 contains 7148 members 
Mstep: Class 34 contains 29281 members 
Mstep: Class 35 contains 6574 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 2786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899136.000000 Penalty: 124296.320312
Iteration 106Q: 38 clusters Score -1.008991e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 16013 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 26059 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 4596 members 
Mstep: Class 7 contains 6378 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61400 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 20974 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6375 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 7413 members 
Mstep: Class 16 contains 161131 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 37484 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86291 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 167285 members 
Mstep: Class 23 contains 3869 members 
Mstep: Class 24 contains 6380 members 
Mstep: Class 25 contains 13683 members 
Mstep: Class 26 contains 8179 members 
Mstep: Class 27 contains 11426 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15133 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 6321 members 
Mstep: Class 32 contains 10536 members 
Mstep: Class 33 contains 7147 members 
Mstep: Class 34 contains 29285 members 
Mstep: Class 35 contains 6573 members 
Mstep: Class 36 contains 947 members 
Mstep: Class 37 contains 2790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899192.000000 Penalty: 124296.320312
Iteration 107Q: 38 clusters Score -1.008992e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 16009 members 
Mstep: Class 3 contains 1720 members 
Mstep: Class 4 contains 26056 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 4595 members 
Mstep: Class 7 contains 6378 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61401 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 20976 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6380 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 7413 members 
Mstep: Class 16 contains 161131 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 37486 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86291 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 167286 members 
Mstep: Class 23 contains 3869 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 13678 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 11428 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15122 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 6331 members 
Mstep: Class 32 contains 10535 members 
Mstep: Class 33 contains 7147 members 
Mstep: Class 34 contains 29288 members 
Mstep: Class 35 contains 6573 members 
Mstep: Class 36 contains 943 members 
Mstep: Class 37 contains 2800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899312.000000 Penalty: 124296.320312
Iteration 108Q: 38 clusters Score -1.008993e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 16002 members 
Mstep: Class 3 contains 1720 members 
Mstep: Class 4 contains 26051 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 6 contains 4594 members 
Mstep: Class 7 contains 6379 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61398 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 20979 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6383 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 161130 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 37486 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86291 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 167287 members 
Mstep: Class 23 contains 3869 members 
Mstep: Class 24 contains 6390 members 
Mstep: Class 25 contains 13674 members 
Mstep: Class 26 contains 8173 members 
Mstep: Class 27 contains 11431 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15118 members 
Mstep: Class 30 contains 612 members 
Mstep: Class 31 contains 6340 members 
Mstep: Class 32 contains 10535 members 
Mstep: Class 33 contains 7149 members 
Mstep: Class 34 contains 29284 members 
Mstep: Class 35 contains 6573 members 
Mstep: Class 36 contains 942 members 
Mstep: Class 37 contains 2810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899304.000000 Penalty: 124296.320312
Iteration 109Q: 38 clusters Score -1.008993e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 15999 members 
Mstep: Class 3 contains 1722 members 
Mstep: Class 4 contains 26051 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 4592 members 
Mstep: Class 7 contains 6377 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61397 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 20985 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6385 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 161130 members 
Mstep: Class 17 contains 692 members 
Mstep: Class 18 contains 37484 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86290 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 167283 members 
Mstep: Class 23 contains 3865 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 13676 members 
Mstep: Class 26 contains 8174 members 
Mstep: Class 27 contains 11435 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15110 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 6357 members 
Mstep: Class 32 contains 10535 members 
Mstep: Class 33 contains 7149 members 
Mstep: Class 34 contains 29283 members 
Mstep: Class 35 contains 6572 members 
Mstep: Class 36 contains 942 members 
Mstep: Class 37 contains 2822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899408.000000 Penalty: 124296.320312
Iteration 110Q: 38 clusters Score -1.008994e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 16000 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 26047 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 6 contains 4588 members 
Mstep: Class 7 contains 6380 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61397 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 20986 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6388 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 7413 members 
Mstep: Class 16 contains 161125 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 37481 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86286 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 167277 members 
Mstep: Class 23 contains 3865 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 13673 members 
Mstep: Class 26 contains 8174 members 
Mstep: Class 27 contains 11434 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15112 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6363 members 
Mstep: Class 32 contains 10535 members 
Mstep: Class 33 contains 7150 members 
Mstep: Class 34 contains 29291 members 
Mstep: Class 35 contains 6573 members 
Mstep: Class 36 contains 942 members 
Mstep: Class 37 contains 2836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899296.000000 Penalty: 124296.320312
Iteration 111Q: 38 clusters Score -1.008993e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 15996 members 
Mstep: Class 3 contains 1723 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 6 contains 4584 members 
Mstep: Class 7 contains 6382 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61396 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 20989 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6391 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 7412 members 
Mstep: Class 16 contains 161125 members 
Mstep: Class 17 contains 694 members 
Mstep: Class 18 contains 37482 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86284 members 
Mstep: Class 21 contains 7968 members 
Mstep: Class 22 contains 167273 members 
Mstep: Class 23 contains 3860 members 
Mstep: Class 24 contains 6393 members 
Mstep: Class 25 contains 13671 members 
Mstep: Class 26 contains 8174 members 
Mstep: Class 27 contains 11435 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15102 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6375 members 
Mstep: Class 32 contains 10535 members 
Mstep: Class 33 contains 7151 members 
Mstep: Class 34 contains 29294 members 
Mstep: Class 35 contains 6574 members 
Mstep: Class 36 contains 941 members 
Mstep: Class 37 contains 2852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899336.000000 Penalty: 124296.320312
Iteration 112Q: 38 clusters Score -1.008993e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 15994 members 
Mstep: Class 3 contains 1726 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 4580 members 
Mstep: Class 7 contains 6379 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61395 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 20995 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6395 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 15 contains 7412 members 
Mstep: Class 16 contains 161130 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37481 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86282 members 
Mstep: Class 21 contains 7968 members 
Mstep: Class 22 contains 167263 members 
Mstep: Class 23 contains 3855 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 13675 members 
Mstep: Class 26 contains 8174 members 
Mstep: Class 27 contains 11435 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6393 members 
Mstep: Class 32 contains 10534 members 
Mstep: Class 33 contains 7152 members 
Mstep: Class 34 contains 29302 members 
Mstep: Class 35 contains 6576 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899448.000000 Penalty: 124296.320312
Iteration 113Q: 38 clusters Score -1.008994e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 15994 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26038 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61394 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 20999 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6397 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 161131 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37479 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86282 members 
Mstep: Class 21 contains 7968 members 
Mstep: Class 22 contains 167259 members 
Mstep: Class 23 contains 3853 members 
Mstep: Class 24 contains 6381 members 
Mstep: Class 25 contains 13673 members 
Mstep: Class 26 contains 8170 members 
Mstep: Class 27 contains 11432 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15084 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6405 members 
Mstep: Class 32 contains 10534 members 
Mstep: Class 33 contains 7153 members 
Mstep: Class 34 contains 29309 members 
Mstep: Class 35 contains 6578 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899512.000000 Penalty: 124296.320312
Iteration 114Q: 38 clusters Score -1.008995e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 15994 members 
Mstep: Class 3 contains 1726 members 
Mstep: Class 4 contains 26029 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 6372 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61390 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21004 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6398 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 161134 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37480 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86281 members 
Mstep: Class 21 contains 7968 members 
Mstep: Class 22 contains 167257 members 
Mstep: Class 23 contains 3852 members 
Mstep: Class 24 contains 6380 members 
Mstep: Class 25 contains 13671 members 
Mstep: Class 26 contains 8162 members 
Mstep: Class 27 contains 11434 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15077 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6413 members 
Mstep: Class 32 contains 10535 members 
Mstep: Class 33 contains 7155 members 
Mstep: Class 34 contains 29317 members 
Mstep: Class 35 contains 6577 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899544.000000 Penalty: 124296.320312
Iteration 115Q: 38 clusters Score -1.008995e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 15994 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26031 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61387 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21006 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6398 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 15 contains 7413 members 
Mstep: Class 16 contains 161134 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37481 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86281 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 167252 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 6372 members 
Mstep: Class 25 contains 13667 members 
Mstep: Class 26 contains 8159 members 
Mstep: Class 27 contains 11437 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15071 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6422 members 
Mstep: Class 32 contains 10534 members 
Mstep: Class 33 contains 7154 members 
Mstep: Class 34 contains 29327 members 
Mstep: Class 35 contains 6580 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899616.000000 Penalty: 124296.320312
Iteration 116Q: 38 clusters Score -1.008996e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 15994 members 
Mstep: Class 3 contains 1731 members 
Mstep: Class 4 contains 26023 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 6372 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61384 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21006 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6398 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7413 members 
Mstep: Class 16 contains 161131 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37480 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86284 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 167253 members 
Mstep: Class 23 contains 3847 members 
Mstep: Class 24 contains 6373 members 
Mstep: Class 25 contains 13661 members 
Mstep: Class 26 contains 8152 members 
Mstep: Class 27 contains 11438 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15067 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6431 members 
Mstep: Class 32 contains 10534 members 
Mstep: Class 33 contains 7155 members 
Mstep: Class 34 contains 29337 members 
Mstep: Class 35 contains 6582 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899512.000000 Penalty: 124296.320312
Iteration 117Q: 38 clusters Score -1.008995e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 15994 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 26024 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 6372 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61383 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21007 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6399 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7413 members 
Mstep: Class 16 contains 161133 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37480 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86284 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 167247 members 
Mstep: Class 23 contains 3846 members 
Mstep: Class 24 contains 6365 members 
Mstep: Class 25 contains 13658 members 
Mstep: Class 26 contains 8153 members 
Mstep: Class 27 contains 11437 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15059 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6441 members 
Mstep: Class 32 contains 10534 members 
Mstep: Class 33 contains 7157 members 
Mstep: Class 34 contains 29338 members 
Mstep: Class 35 contains 6583 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899592.000000 Penalty: 124296.320312
Iteration 118Q: 38 clusters Score -1.008996e+08 nChanged 78
Entering ConstructFrom: 
Score: -100899592.000000 Penalty: 124296.320312
Entering ConstructFrom: 
Trying to split cluster 1 (12908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Entering Unmasked Estep 
Score: -1635977.125000 Penalty: 2347.469482
	Iteration 0F: 2 clusters Score -1635977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1626452.875000 Penalty: 4694.938965
	Iteration 0F: 3 clusters Score -1626453 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1629532.875000 Penalty: 4694.938965
	Iteration 1F: 3 clusters Score -1629533 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1630065.625000 Penalty: 4694.938965
	Iteration 2F: 3 clusters Score -1630066 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1630550.750000 Penalty: 4694.938965
	Iteration 3F: 3 clusters Score -1630551 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1630976.125000 Penalty: 4694.938965
	Iteration 4F: 3 clusters Score -1630976 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1631315.125000 Penalty: 4694.938965
	Iteration 5F: 3 clusters Score -1631315 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1631604.000000 Penalty: 4694.938965
	Iteration 6Q: 3 clusters Score -1631604 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1631832.625000 Penalty: 4694.938965
	Iteration 7Q: 3 clusters Score -1631833 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1632020.625000 Penalty: 4694.938965
	Iteration 8Q: 3 clusters Score -1632021 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1632185.250000 Penalty: 4694.938965
	Iteration 9Q: 3 clusters Score -1632185 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1632341.625000 Penalty: 4694.938965
	Iteration 10Q: 3 clusters Score -1632342 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1632466.375000 Penalty: 4694.938965
	Iteration 11Q: 3 clusters Score -1632466 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1632561.750000 Penalty: 4694.938965
	Iteration 12Q: 3 clusters Score -1632562 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1632684.875000 Penalty: 4694.938965
	Iteration 13Q: 3 clusters Score -1632685 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1632801.625000 Penalty: 4694.938965
	Iteration 14Q: 3 clusters Score -1632802 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1632899.500000 Penalty: 4694.938965
	Iteration 15Q: 3 clusters Score -1632900 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1632980.625000 Penalty: 4694.938965
	Iteration 16Q: 3 clusters Score -1632981 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1633053.125000 Penalty: 4694.938965
	Iteration 17Q: 3 clusters Score -1633053 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1633101.875000 Penalty: 4694.938965
	Iteration 18Q: 3 clusters Score -1633102 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1633134.625000 Penalty: 4694.938965
	Iteration 19Q: 3 clusters Score -1633135 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1633170.250000 Penalty: 4694.938965
	Iteration 20F: 3 clusters Score -1633170 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1633189.000000 Penalty: 4694.938965
	Iteration 21Q: 3 clusters Score -1633189 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1633217.500000 Penalty: 4694.938965
	Iteration 22Q: 3 clusters Score -1633218 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1633234.500000 Penalty: 4694.938965
	Iteration 23Q: 3 clusters Score -1633234 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1633251.750000 Penalty: 4694.938965
	Iteration 24Q: 3 clusters Score -1633252 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1633268.625000 Penalty: 4694.938965
	Iteration 25Q: 3 clusters Score -1633269 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1633297.000000 Penalty: 4694.938965
	Iteration 26Q: 3 clusters Score -1633297 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1633322.250000 Penalty: 4694.938965
	Iteration 27Q: 3 clusters Score -1633322 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1633342.875000 Penalty: 4694.938965
	Iteration 28Q: 3 clusters Score -1633343 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1633355.375000 Penalty: 4694.938965
	Iteration 29Q: 3 clusters Score -1633355 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1633374.125000 Penalty: 4694.938965
	Iteration 30Q: 3 clusters Score -1633374 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1633389.375000 Penalty: 4694.938965
	Iteration 31Q: 3 clusters Score -1633389 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1633404.250000 Penalty: 4694.938965
	Iteration 32Q: 3 clusters Score -1633404 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1633422.125000 Penalty: 4694.938965
	Iteration 33Q: 3 clusters Score -1633422 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1633436.125000 Penalty: 4694.938965
	Iteration 34Q: 3 clusters Score -1633436 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1633459.875000 Penalty: 4694.938965
	Iteration 35Q: 3 clusters Score -1633460 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1633482.375000 Penalty: 4694.938965
	Iteration 36Q: 3 clusters Score -1633482 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1633495.250000 Penalty: 4694.938965
	Iteration 37Q: 3 clusters Score -1633495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1633504.000000 Penalty: 4694.938965
	Iteration 38Q: 3 clusters Score -1633504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1633511.625000 Penalty: 4694.938965
	Iteration 39Q: 3 clusters Score -1633512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1633518.500000 Penalty: 4694.938965
	Iteration 40F: 3 clusters Score -1633518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1633523.375000 Penalty: 4694.938965
	Iteration 41Q: 3 clusters Score -1633523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1633525.000000 Penalty: 4694.938965
	Iteration 42Q: 3 clusters Score -1633525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1633538.000000 Penalty: 4694.938965
	Iteration 43Q: 3 clusters Score -1633538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1633540.125000 Penalty: 4694.938965
	Iteration 44Q: 3 clusters Score -1633540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1633554.250000 Penalty: 4694.938965
	Iteration 45Q: 3 clusters Score -1633554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1633563.875000 Penalty: 4694.938965
	Iteration 46Q: 3 clusters Score -1633564 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1633572.875000 Penalty: 4694.938965
	Iteration 47Q: 3 clusters Score -1633573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1633587.250000 Penalty: 4694.938965
	Iteration 48Q: 3 clusters Score -1633587 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1633594.500000 Penalty: 4694.938965
	Iteration 49Q: 3 clusters Score -1633594 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1633601.500000 Penalty: 4694.938965
	Iteration 50Q: 3 clusters Score -1633602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1633618.500000 Penalty: 4694.938965
	Iteration 51Q: 3 clusters Score -1633618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1633630.000000 Penalty: 4694.938965
	Iteration 52Q: 3 clusters Score -1633630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1633635.000000 Penalty: 4694.938965
	Iteration 53Q: 3 clusters Score -1633635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1633637.500000 Penalty: 4694.938965
	Iteration 54Q: 3 clusters Score -1633638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1633652.875000 Penalty: 4694.938965
	Iteration 55Q: 3 clusters Score -1633653 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1633660.250000 Penalty: 4694.938965
	Iteration 56Q: 3 clusters Score -1633660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1633675.000000 Penalty: 4694.938965
	Iteration 57Q: 3 clusters Score -1633675 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1633686.375000 Penalty: 4694.938965
	Iteration 58Q: 3 clusters Score -1633686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1633698.125000 Penalty: 4694.938965
	Iteration 59Q: 3 clusters Score -1633698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1633711.750000 Penalty: 4694.938965
	Iteration 60F: 3 clusters Score -1633712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1633718.375000 Penalty: 4694.938965
	Iteration 61Q: 3 clusters Score -1633718 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1633723.375000 Penalty: 4694.938965
	Iteration 62Q: 3 clusters Score -1633723 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1633735.750000 Penalty: 4694.938965
	Iteration 63Q: 3 clusters Score -1633736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1633747.500000 Penalty: 4694.938965
	Iteration 64Q: 3 clusters Score -1633748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1633756.375000 Penalty: 4694.938965
	Iteration 65Q: 3 clusters Score -1633756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1633765.250000 Penalty: 4694.938965
	Iteration 66Q: 3 clusters Score -1633765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1633772.500000 Penalty: 4694.938965
	Iteration 67Q: 3 clusters Score -1633772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1633774.125000 Penalty: 4694.938965
	Iteration 68Q: 3 clusters Score -1633774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1633778.125000 Penalty: 4694.938965
	Iteration 69Q: 3 clusters Score -1633778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1633780.250000 Penalty: 4694.938965
	Iteration 70Q: 3 clusters Score -1633780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1633783.375000 Penalty: 4694.938965
	Iteration 71Q: 3 clusters Score -1633783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1633795.750000 Penalty: 4694.938965
	Iteration 72Q: 3 clusters Score -1633796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1633799.125000 Penalty: 4694.938965
	Iteration 73Q: 3 clusters Score -1633799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1633799.375000 Penalty: 4694.938965
	Iteration 74Q: 3 clusters Score -1633799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1633813.375000 Penalty: 4694.938965
	Iteration 75Q: 3 clusters Score -1633813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1633814.375000 Penalty: 4694.938965
	Iteration 76Q: 3 clusters Score -1633814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1633823.125000 Penalty: 4694.938965
	Iteration 77Q: 3 clusters Score -1633823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1633831.000000 Penalty: 4694.938965
	Iteration 78Q: 3 clusters Score -1633831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1633832.875000 Penalty: 4694.938965
	Iteration 79Q: 3 clusters Score -1633833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1633843.250000 Penalty: 4694.938965
	Iteration 80F: 3 clusters Score -1633843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1633844.375000 Penalty: 4694.938965
	Iteration 81Q: 3 clusters Score -1633844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1633846.250000 Penalty: 4694.938965
	Iteration 82Q: 3 clusters Score -1633846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1633846.500000 Penalty: 4694.938965
	Iteration 83Q: 3 clusters Score -1633846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1633860.375000 Penalty: 4694.938965
	Iteration 84Q: 3 clusters Score -1633860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1633872.625000 Penalty: 4694.938965
	Iteration 85Q: 3 clusters Score -1633873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1633879.125000 Penalty: 4694.938965
	Iteration 86Q: 3 clusters Score -1633879 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1633883.250000 Penalty: 4694.938965
	Iteration 87Q: 3 clusters Score -1633883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1633888.500000 Penalty: 4694.938965
	Iteration 88Q: 3 clusters Score -1633888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1633895.000000 Penalty: 4694.938965
	Iteration 89Q: 3 clusters Score -1633895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1633896.500000 Penalty: 4694.938965
	Iteration 90Q: 3 clusters Score -1633896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1633900.750000 Penalty: 4694.938965
	Iteration 91Q: 3 clusters Score -1633901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1633909.250000 Penalty: 4694.938965
	Iteration 92Q: 3 clusters Score -1633909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1633918.625000 Penalty: 4694.938965
	Iteration 93Q: 3 clusters Score -1633919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1633923.125000 Penalty: 4694.938965
	Iteration 94Q: 3 clusters Score -1633923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1633928.875000 Penalty: 4694.938965
	Iteration 95Q: 3 clusters Score -1633929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1633935.125000 Penalty: 4694.938965
	Iteration 96Q: 3 clusters Score -1633935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1633941.250000 Penalty: 4694.938965
	Iteration 97Q: 3 clusters Score -1633941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1633942.875000 Penalty: 4694.938965
	Iteration 98Q: 3 clusters Score -1633943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1633947.250000 Penalty: 4694.938965
	Iteration 99Q: 3 clusters Score -1633947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1633953.500000 Penalty: 4694.938965
	Iteration 100F: 3 clusters Score -1633954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1633954.750000 Penalty: 4694.938965
	Iteration 101Q: 3 clusters Score -1633955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1633965.375000 Penalty: 4694.938965
	Iteration 102Q: 3 clusters Score -1633965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1633967.750000 Penalty: 4694.938965
	Iteration 103Q: 3 clusters Score -1633968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1633963.875000 Penalty: 4694.938965
	Iteration 104Q: 3 clusters Score -1633964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1633973.625000 Penalty: 4694.938965
	Iteration 105Q: 3 clusters Score -1633974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1633973.000000 Penalty: 4694.938965
	Iteration 106Q: 3 clusters Score -1633973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1633974.875000 Penalty: 4694.938965
	Iteration 107Q: 3 clusters Score -1633975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1633978.875000 Penalty: 4694.938965
	Iteration 108Q: 3 clusters Score -1633979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1633983.750000 Penalty: 4694.938965
	Iteration 109Q: 3 clusters Score -1633984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1633983.125000 Penalty: 4694.938965
	Iteration 110Q: 3 clusters Score -1633983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1633992.625000 Penalty: 4694.938965
	Iteration 111Q: 3 clusters Score -1633993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1634000.375000 Penalty: 4694.938965
	Iteration 112Q: 3 clusters Score -1634000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1634009.375000 Penalty: 4694.938965
	Iteration 113Q: 3 clusters Score -1634009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1634014.250000 Penalty: 4694.938965
	Iteration 114Q: 3 clusters Score -1634014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1634018.625000 Penalty: 4694.938965
	Iteration 115Q: 3 clusters Score -1634019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1634023.375000 Penalty: 4694.938965
	Iteration 116Q: 3 clusters Score -1634023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1634024.250000 Penalty: 4694.938965
	Iteration 117Q: 3 clusters Score -1634024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1634028.875000 Penalty: 4694.938965
	Iteration 118Q: 3 clusters Score -1634029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1634032.375000 Penalty: 4694.938965
	Iteration 119Q: 3 clusters Score -1634032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1634035.625000 Penalty: 4694.938965
	Iteration 120F: 3 clusters Score -1634036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1634035.625000 Penalty: 4694.938965
	Iteration 121Q: 3 clusters Score -1634036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1634038.125000 Penalty: 4694.938965
	Iteration 122Q: 3 clusters Score -1634038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1634037.875000 Penalty: 4694.938965
	Iteration 123Q: 3 clusters Score -1634038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1634042.000000 Penalty: 4694.938965
	Iteration 124Q: 3 clusters Score -1634042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1634042.500000 Penalty: 4694.938965
	Iteration 125Q: 3 clusters Score -1634042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1634044.875000 Penalty: 4694.938965
	Iteration 126Q: 3 clusters Score -1634045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1634049.000000 Penalty: 4694.938965
	Iteration 127Q: 3 clusters Score -1634049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1634048.625000 Penalty: 4694.938965
	Iteration 128Q: 3 clusters Score -1634049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1634048.250000 Penalty: 4694.938965
	Iteration 129Q: 3 clusters Score -1634048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1634048.875000 Penalty: 4694.938965
	Iteration 130Q: 3 clusters Score -1634049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1634050.750000 Penalty: 4694.938965
	Iteration 131Q: 3 clusters Score -1634051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1634054.375000 Penalty: 4694.938965
	Iteration 132Q: 3 clusters Score -1634054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1634057.250000 Penalty: 4694.938965
	Iteration 133Q: 3 clusters Score -1634057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1634059.750000 Penalty: 4694.938965
	Iteration 134Q: 3 clusters Score -1634060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1634065.500000 Penalty: 4694.938965
	Iteration 135Q: 3 clusters Score -1634066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1634072.875000 Penalty: 4694.938965
	Iteration 136Q: 3 clusters Score -1634073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1634070.375000 Penalty: 4694.938965
	Iteration 137Q: 3 clusters Score -1634070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1634073.250000 Penalty: 4694.938965
	Iteration 138Q: 3 clusters Score -1634073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1634073.375000 Penalty: 4694.938965
	Iteration 139Q: 3 clusters Score -1634073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1634074.875000 Penalty: 4694.938965
	Iteration 140F: 3 clusters Score -1634075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1634076.000000 Penalty: 4694.938965
	Iteration 141Q: 3 clusters Score -1634076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1634078.750000 Penalty: 4694.938965
	Iteration 142Q: 3 clusters Score -1634079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1634078.000000 Penalty: 4694.938965
	Iteration 143Q: 3 clusters Score -1634078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1634077.250000 Penalty: 4694.938965
	Iteration 144Q: 3 clusters Score -1634077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1634079.000000 Penalty: 4694.938965
	Iteration 145Q: 3 clusters Score -1634079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1634080.875000 Penalty: 4694.938965
	Iteration 146Q: 3 clusters Score -1634081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1634080.875000 Penalty: 4694.938965
	Iteration 147F: 3 clusters Score -1634081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Entering Unmasked Estep 
Score: -2180865.250000 Penalty: 2400.616943
	Iteration 0F: 2 clusters Score -2180865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2169320.750000 Penalty: 4801.233887
	Iteration 0F: 3 clusters Score -2169321 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2173121.000000 Penalty: 4801.233887
	Iteration 1F: 3 clusters Score -2173121 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2173503.750000 Penalty: 4801.233887
	Iteration 2F: 3 clusters Score -2173504 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2173837.250000 Penalty: 4801.233887
	Iteration 3Q: 3 clusters Score -2173837 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2174167.750000 Penalty: 4801.233887
	Iteration 4Q: 3 clusters Score -2174168 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2174548.500000 Penalty: 4801.233887
	Iteration 5Q: 3 clusters Score -2174548 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2175025.000000 Penalty: 4801.233887
	Iteration 6Q: 3 clusters Score -2175025 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2175620.750000 Penalty: 4801.233887
	Iteration 7F: 3 clusters Score -2175621 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2176315.500000 Penalty: 4801.233887
	Iteration 8F: 3 clusters Score -2176316 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2177101.750000 Penalty: 4801.233887
	Iteration 9F: 3 clusters Score -2177102 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2177878.250000 Penalty: 4801.233887
	Iteration 10F: 3 clusters Score -2177878 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2178642.000000 Penalty: 4801.233887
	Iteration 11Q: 3 clusters Score -2178642 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2179232.250000 Penalty: 4801.233887
	Iteration 12Q: 3 clusters Score -2179232 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2179563.000000 Penalty: 4801.233887
	Iteration 13Q: 3 clusters Score -2179563 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2179722.500000 Penalty: 4801.233887
	Iteration 14Q: 3 clusters Score -2179722 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2179795.750000 Penalty: 4801.233887
	Iteration 15Q: 3 clusters Score -2179796 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2179850.750000 Penalty: 4801.233887
	Iteration 16Q: 3 clusters Score -2179851 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2179868.500000 Penalty: 4801.233887
	Iteration 17Q: 3 clusters Score -2179868 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2179884.250000 Penalty: 4801.233887
	Iteration 18Q: 3 clusters Score -2179884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2179894.750000 Penalty: 4801.233887
	Iteration 19Q: 3 clusters Score -2179895 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2179903.250000 Penalty: 4801.233887
	Iteration 20F: 3 clusters Score -2179903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2179910.000000 Penalty: 4801.233887
	Iteration 21Q: 3 clusters Score -2179910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2179915.250000 Penalty: 4801.233887
	Iteration 22Q: 3 clusters Score -2179915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2179920.000000 Penalty: 4801.233887
	Iteration 23Q: 3 clusters Score -2179920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2179919.000000 Penalty: 4801.233887
	Iteration 24Q: 3 clusters Score -2179919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2179926.000000 Penalty: 4801.233887
	Iteration 25Q: 3 clusters Score -2179926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2179925.000000 Penalty: 4801.233887
	Iteration 26Q: 3 clusters Score -2179925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2179923.000000 Penalty: 4801.233887
	Iteration 27Q: 3 clusters Score -2179923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2179919.750000 Penalty: 4801.233887
	Iteration 28Q: 3 clusters Score -2179920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2179927.750000 Penalty: 4801.233887
	Iteration 29Q: 3 clusters Score -2179928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2179927.250000 Penalty: 4801.233887
	Iteration 30Q: 3 clusters Score -2179927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2179929.250000 Penalty: 4801.233887
	Iteration 31Q: 3 clusters Score -2179929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2179929.250000 Penalty: 4801.233887
	Iteration 32F: 3 clusters Score -2179929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -190949.671875 Penalty: 1848.770508
	Iteration 0F: 2 clusters Score -190949.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -188617.890625 Penalty: 3697.541016
	Iteration 0F: 3 clusters Score -188617.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -189254.937500 Penalty: 3697.541016
	Iteration 1F: 3 clusters Score -189254.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -189553.125000 Penalty: 3697.541016
	Iteration 2F: 3 clusters Score -189553.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -189761.343750 Penalty: 3697.541016
	Iteration 3F: 3 clusters Score -189761.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -189867.953125 Penalty: 3697.541016
	Iteration 4F: 3 clusters Score -189868 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -189975.656250 Penalty: 3697.541016
	Iteration 5Q: 3 clusters Score -189975.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -190108.578125 Penalty: 3697.541016
	Iteration 6Q: 3 clusters Score -190108.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -190256.781250 Penalty: 3697.541016
	Iteration 7Q: 3 clusters Score -190256.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -190365.203125 Penalty: 3697.541016
	Iteration 8Q: 3 clusters Score -190365.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -190445.093750 Penalty: 3697.541016
	Iteration 9Q: 3 clusters Score -190445.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -190490.656250 Penalty: 3697.541016
	Iteration 10Q: 3 clusters Score -190490.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -190517.359375 Penalty: 3697.541016
	Iteration 11Q: 3 clusters Score -190517.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -190536.656250 Penalty: 3697.541016
	Iteration 12Q: 3 clusters Score -190536.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -190540.937500 Penalty: 3697.541016
	Iteration 13Q: 3 clusters Score -190540.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -190549.921875 Penalty: 3697.541016
	Iteration 14Q: 3 clusters Score -190549.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -190563.265625 Penalty: 3697.541016
	Iteration 15Q: 3 clusters Score -190563.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -190576.828125 Penalty: 3697.541016
	Iteration 16Q: 3 clusters Score -190576.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -190597.593750 Penalty: 3697.541016
	Iteration 17Q: 3 clusters Score -190597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -190603.531250 Penalty: 3697.541016
	Iteration 18Q: 3 clusters Score -190603.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -190610.062500 Penalty: 3697.541016
	Iteration 19Q: 3 clusters Score -190610.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -190610.593750 Penalty: 3697.541016
	Iteration 20F: 3 clusters Score -190610.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Entering Unmasked Estep 
Score: -3510541.500000 Penalty: 2521.388672
	Iteration 0F: 2 clusters Score -3510542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -3492422.750000 Penalty: 5042.777344
	Iteration 0F: 3 clusters Score -3492423 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3498870.000000 Penalty: 5042.777344
	Iteration 1F: 3 clusters Score -3498870 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -3499278.500000 Penalty: 5042.777344
	Iteration 2Q: 3 clusters Score -3499278 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3499617.000000 Penalty: 5042.777344
	Iteration 3Q: 3 clusters Score -3499617 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3499903.750000 Penalty: 5042.777344
	Iteration 4Q: 3 clusters Score -3499904 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3500174.750000 Penalty: 5042.777344
	Iteration 5Q: 3 clusters Score -3500175 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3500459.500000 Penalty: 5042.777344
	Iteration 6Q: 3 clusters Score -3500460 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3500756.750000 Penalty: 5042.777344
	Iteration 7Q: 3 clusters Score -3500757 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -3501112.250000 Penalty: 5042.777344
	Iteration 8Q: 3 clusters Score -3501112 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3501507.250000 Penalty: 5042.777344
	Iteration 9Q: 3 clusters Score -3501507 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3501935.000000 Penalty: 5042.777344
	Iteration 10Q: 3 clusters Score -3501935 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3502390.750000 Penalty: 5042.777344
	Iteration 11Q: 3 clusters Score -3502391 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -3502930.000000 Penalty: 5042.777344
	Iteration 12Q: 3 clusters Score -3502930 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3503469.500000 Penalty: 5042.777344
	Iteration 13Q: 3 clusters Score -3503470 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3503974.000000 Penalty: 5042.777344
	Iteration 14Q: 3 clusters Score -3503974 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3504393.500000 Penalty: 5042.777344
	Iteration 15Q: 3 clusters Score -3504394 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3504726.250000 Penalty: 5042.777344
	Iteration 16Q: 3 clusters Score -3504726 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3505016.750000 Penalty: 5042.777344
	Iteration 17Q: 3 clusters Score -3505017 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -3505250.500000 Penalty: 5042.777344
	Iteration 18Q: 3 clusters Score -3505250 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -3505489.000000 Penalty: 5042.777344
	Iteration 19Q: 3 clusters Score -3505489 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -3505744.750000 Penalty: 5042.777344
	Iteration 20F: 3 clusters Score -3505745 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -3505982.250000 Penalty: 5042.777344
	Iteration 21Q: 3 clusters Score -3505982 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -3506214.000000 Penalty: 5042.777344
	Iteration 22Q: 3 clusters Score -3506214 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -3506453.750000 Penalty: 5042.777344
	Iteration 23Q: 3 clusters Score -3506454 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -3506678.750000 Penalty: 5042.777344
	Iteration 24Q: 3 clusters Score -3506679 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3506888.250000 Penalty: 5042.777344
	Iteration 25Q: 3 clusters Score -3506888 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3507095.000000 Penalty: 5042.777344
	Iteration 26Q: 3 clusters Score -3507095 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3507287.250000 Penalty: 5042.777344
	Iteration 27Q: 3 clusters Score -3507287 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -3507431.750000 Penalty: 5042.777344
	Iteration 28Q: 3 clusters Score -3507432 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3507583.250000 Penalty: 5042.777344
	Iteration 29Q: 3 clusters Score -3507583 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -3507725.750000 Penalty: 5042.777344
	Iteration 30Q: 3 clusters Score -3507726 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -3507853.500000 Penalty: 5042.777344
	Iteration 31Q: 3 clusters Score -3507854 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -3507946.250000 Penalty: 5042.777344
	Iteration 32Q: 3 clusters Score -3507946 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -3508041.000000 Penalty: 5042.777344
	Iteration 33Q: 3 clusters Score -3508041 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3508097.750000 Penalty: 5042.777344
	Iteration 34Q: 3 clusters Score -3508098 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -3508159.750000 Penalty: 5042.777344
	Iteration 35Q: 3 clusters Score -3508160 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -3508190.750000 Penalty: 5042.777344
	Iteration 36Q: 3 clusters Score -3508191 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -3508230.500000 Penalty: 5042.777344
	Iteration 37Q: 3 clusters Score -3508230 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -3508263.000000 Penalty: 5042.777344
	Iteration 38Q: 3 clusters Score -3508263 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -3508294.250000 Penalty: 5042.777344
	Iteration 39Q: 3 clusters Score -3508294 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3508331.250000 Penalty: 5042.777344
	Iteration 40F: 3 clusters Score -3508331 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -3508363.000000 Penalty: 5042.777344
	Iteration 41Q: 3 clusters Score -3508363 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3508382.500000 Penalty: 5042.777344
	Iteration 42Q: 3 clusters Score -3508382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3508397.250000 Penalty: 5042.777344
	Iteration 43Q: 3 clusters Score -3508397 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3508414.000000 Penalty: 5042.777344
	Iteration 44Q: 3 clusters Score -3508414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3508434.500000 Penalty: 5042.777344
	Iteration 45Q: 3 clusters Score -3508434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -3508445.750000 Penalty: 5042.777344
	Iteration 46Q: 3 clusters Score -3508446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3508454.000000 Penalty: 5042.777344
	Iteration 47Q: 3 clusters Score -3508454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -3508460.000000 Penalty: 5042.777344
	Iteration 48Q: 3 clusters Score -3508460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3508469.750000 Penalty: 5042.777344
	Iteration 49Q: 3 clusters Score -3508470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -3508479.500000 Penalty: 5042.777344
	Iteration 50Q: 3 clusters Score -3508480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -3508485.750000 Penalty: 5042.777344
	Iteration 51Q: 3 clusters Score -3508486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -3508487.250000 Penalty: 5042.777344
	Iteration 52Q: 3 clusters Score -3508487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3508494.000000 Penalty: 5042.777344
	Iteration 53Q: 3 clusters Score -3508494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -3508504.000000 Penalty: 5042.777344
	Iteration 54Q: 3 clusters Score -3508504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -3508503.500000 Penalty: 5042.777344
	Iteration 55Q: 3 clusters Score -3508504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -3508508.000000 Penalty: 5042.777344
	Iteration 56Q: 3 clusters Score -3508508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -3508517.250000 Penalty: 5042.777344
	Iteration 57Q: 3 clusters Score -3508517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -3508525.000000 Penalty: 5042.777344
	Iteration 58Q: 3 clusters Score -3508525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -3508529.500000 Penalty: 5042.777344
	Iteration 59Q: 3 clusters Score -3508530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3508529.750000 Penalty: 5042.777344
	Iteration 60F: 3 clusters Score -3508530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -3508535.500000 Penalty: 5042.777344
	Iteration 61Q: 3 clusters Score -3508536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -3508536.250000 Penalty: 5042.777344
	Iteration 62Q: 3 clusters Score -3508536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -3508538.250000 Penalty: 5042.777344
	Iteration 63Q: 3 clusters Score -3508538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -3508544.250000 Penalty: 5042.777344
	Iteration 64Q: 3 clusters Score -3508544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3508543.500000 Penalty: 5042.777344
	Iteration 65Q: 3 clusters Score -3508544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3508544.750000 Penalty: 5042.777344
	Iteration 66Q: 3 clusters Score -3508545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3508555.000000 Penalty: 5042.777344
	Iteration 67Q: 3 clusters Score -3508555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -3508558.250000 Penalty: 5042.777344
	Iteration 68Q: 3 clusters Score -3508558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3508559.500000 Penalty: 5042.777344
	Iteration 69Q: 3 clusters Score -3508560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3508560.250000 Penalty: 5042.777344
	Iteration 70Q: 3 clusters Score -3508560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3508560.000000 Penalty: 5042.777344
	Iteration 71Q: 3 clusters Score -3508560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -3508566.000000 Penalty: 5042.777344
	Iteration 72Q: 3 clusters Score -3508566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -3508567.750000 Penalty: 5042.777344
	Iteration 73Q: 3 clusters Score -3508568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -3508575.500000 Penalty: 5042.777344
	Iteration 74Q: 3 clusters Score -3508576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3508579.750000 Penalty: 5042.777344
	Iteration 75Q: 3 clusters Score -3508580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3508582.750000 Penalty: 5042.777344
	Iteration 76Q: 3 clusters Score -3508583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3508582.750000 Penalty: 5042.777344
	Iteration 77F: 3 clusters Score -3508583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -308693.437500 Penalty: 1924.701538
	Iteration 0F: 2 clusters Score -308693.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -305865.875000 Penalty: 3849.403076
	Iteration 0F: 3 clusters Score -305865.9 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -306372.968750 Penalty: 3849.403076
	Iteration 1F: 3 clusters Score -306373 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -306509.312500 Penalty: 3849.403076
	Iteration 2F: 3 clusters Score -306509.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -306585.250000 Penalty: 3849.403076
	Iteration 3Q: 3 clusters Score -306585.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -306632.218750 Penalty: 3849.403076
	Iteration 4Q: 3 clusters Score -306632.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -306661.281250 Penalty: 3849.403076
	Iteration 5Q: 3 clusters Score -306661.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -306681.500000 Penalty: 3849.403076
	Iteration 6Q: 3 clusters Score -306681.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -306692.593750 Penalty: 3849.403076
	Iteration 7Q: 3 clusters Score -306692.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -306701.062500 Penalty: 3849.403076
	Iteration 8Q: 3 clusters Score -306701.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -306708.937500 Penalty: 3849.403076
	Iteration 9Q: 3 clusters Score -306708.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -306714.906250 Penalty: 3849.403076
	Iteration 10Q: 3 clusters Score -306714.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -306722.812500 Penalty: 3849.403076
	Iteration 11Q: 3 clusters Score -306722.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -306731.656250 Penalty: 3849.403076
	Iteration 12Q: 3 clusters Score -306731.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -306736.468750 Penalty: 3849.403076
	Iteration 13Q: 3 clusters Score -306736.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -306740.937500 Penalty: 3849.403076
	Iteration 14Q: 3 clusters Score -306740.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -306744.781250 Penalty: 3849.403076
	Iteration 15Q: 3 clusters Score -306744.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -306749.375000 Penalty: 3849.403076
	Iteration 16Q: 3 clusters Score -306749.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -306755.343750 Penalty: 3849.403076
	Iteration 17Q: 3 clusters Score -306755.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -306761.437500 Penalty: 3849.403076
	Iteration 18Q: 3 clusters Score -306761.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -306763.031250 Penalty: 3849.403076
	Iteration 19Q: 3 clusters Score -306763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -306766.437500 Penalty: 3849.403076
	Iteration 20F: 3 clusters Score -306766.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -306768.000000 Penalty: 3849.403076
	Iteration 21Q: 3 clusters Score -306768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -306769.000000 Penalty: 3849.403076
	Iteration 22Q: 3 clusters Score -306769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -306769.375000 Penalty: 3849.403076
	Iteration 23Q: 3 clusters Score -306769.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -306769.718750 Penalty: 3849.403076
	Iteration 24Q: 3 clusters Score -306769.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -306770.812500 Penalty: 3849.403076
	Iteration 25Q: 3 clusters Score -306770.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -306771.156250 Penalty: 3849.403076
	Iteration 26Q: 3 clusters Score -306771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -306771.062500 Penalty: 3849.403076
	Iteration 27Q: 3 clusters Score -306771.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -306771.062500 Penalty: 3849.403076
	Iteration 28F: 3 clusters Score -306771.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Entering Unmasked Estep 
Score: -590799.687500 Penalty: 2090.558594
	Iteration 0F: 2 clusters Score -590799.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -586475.625000 Penalty: 4181.117188
	Iteration 0F: 3 clusters Score -586475.6 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -587494.000000 Penalty: 4181.117188
	Iteration 1F: 3 clusters Score -587494 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -587770.750000 Penalty: 4181.117188
	Iteration 2F: 3 clusters Score -587770.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -588026.125000 Penalty: 4181.117188
	Iteration 3F: 3 clusters Score -588026.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -588273.875000 Penalty: 4181.117188
	Iteration 4F: 3 clusters Score -588273.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -588537.062500 Penalty: 4181.117188
	Iteration 5F: 3 clusters Score -588537.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -588808.375000 Penalty: 4181.117188
	Iteration 6F: 3 clusters Score -588808.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -589037.250000 Penalty: 4181.117188
	Iteration 7F: 3 clusters Score -589037.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -589216.250000 Penalty: 4181.117188
	Iteration 8Q: 3 clusters Score -589216.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -589377.250000 Penalty: 4181.117188
	Iteration 9Q: 3 clusters Score -589377.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -589483.500000 Penalty: 4181.117188
	Iteration 10Q: 3 clusters Score -589483.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -589583.500000 Penalty: 4181.117188
	Iteration 11Q: 3 clusters Score -589583.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -589659.750000 Penalty: 4181.117188
	Iteration 12Q: 3 clusters Score -589659.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -589730.187500 Penalty: 4181.117188
	Iteration 13Q: 3 clusters Score -589730.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -589799.375000 Penalty: 4181.117188
	Iteration 14Q: 3 clusters Score -589799.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -589865.187500 Penalty: 4181.117188
	Iteration 15Q: 3 clusters Score -589865.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -589931.937500 Penalty: 4181.117188
	Iteration 16Q: 3 clusters Score -589931.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -589992.937500 Penalty: 4181.117188
	Iteration 17Q: 3 clusters Score -589992.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -590031.500000 Penalty: 4181.117188
	Iteration 18Q: 3 clusters Score -590031.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -590057.812500 Penalty: 4181.117188
	Iteration 19Q: 3 clusters Score -590057.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -590074.000000 Penalty: 4181.117188
	Iteration 20F: 3 clusters Score -590074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -590081.312500 Penalty: 4181.117188
	Iteration 21Q: 3 clusters Score -590081.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -590083.875000 Penalty: 4181.117188
	Iteration 22Q: 3 clusters Score -590083.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -590086.250000 Penalty: 4181.117188
	Iteration 23Q: 3 clusters Score -590086.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -590089.062500 Penalty: 4181.117188
	Iteration 24Q: 3 clusters Score -590089.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -590094.500000 Penalty: 4181.117188
	Iteration 25Q: 3 clusters Score -590094.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -590101.437500 Penalty: 4181.117188
	Iteration 26Q: 3 clusters Score -590101.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -590107.375000 Penalty: 4181.117188
	Iteration 27Q: 3 clusters Score -590107.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -590112.375000 Penalty: 4181.117188
	Iteration 28Q: 3 clusters Score -590112.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -590116.187500 Penalty: 4181.117188
	Iteration 29Q: 3 clusters Score -590116.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -590118.000000 Penalty: 4181.117188
	Iteration 30Q: 3 clusters Score -590118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -590117.500000 Penalty: 4181.117188
	Iteration 31Q: 3 clusters Score -590117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -590118.875000 Penalty: 4181.117188
	Iteration 32Q: 3 clusters Score -590118.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -590122.812500 Penalty: 4181.117188
	Iteration 33Q: 3 clusters Score -590122.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -590123.875000 Penalty: 4181.117188
	Iteration 34Q: 3 clusters Score -590123.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -590127.125000 Penalty: 4181.117188
	Iteration 35Q: 3 clusters Score -590127.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -590127.687500 Penalty: 4181.117188
	Iteration 36Q: 3 clusters Score -590127.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -590129.562500 Penalty: 4181.117188
	Iteration 37Q: 3 clusters Score -590129.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -590132.250000 Penalty: 4181.117188
	Iteration 38Q: 3 clusters Score -590132.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -590136.187500 Penalty: 4181.117188
	Iteration 39Q: 3 clusters Score -590136.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -590135.687500 Penalty: 4181.117188
	Iteration 40F: 3 clusters Score -590135.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -590139.000000 Penalty: 4181.117188
	Iteration 41Q: 3 clusters Score -590139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -590139.375000 Penalty: 4181.117188
	Iteration 42Q: 3 clusters Score -590139.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -590138.250000 Penalty: 4181.117188
	Iteration 43Q: 3 clusters Score -590138.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -590139.500000 Penalty: 4181.117188
	Iteration 44Q: 3 clusters Score -590139.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -590139.500000 Penalty: 4181.117188
	Iteration 45F: 3 clusters Score -590139.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Entering Unmasked Estep 
Score: -827203.000000 Penalty: 2172.436768
	Iteration 0F: 2 clusters Score -827203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -821886.187500 Penalty: 4344.873535
	Iteration 0F: 3 clusters Score -821886.2 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -823240.062500 Penalty: 4344.873535
	Iteration 1F: 3 clusters Score -823240.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -823523.562500 Penalty: 4344.873535
	Iteration 2F: 3 clusters Score -823523.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -823775.500000 Penalty: 4344.873535
	Iteration 3F: 3 clusters Score -823775.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -823997.187500 Penalty: 4344.873535
	Iteration 4F: 3 clusters Score -823997.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -824209.562500 Penalty: 4344.873535
	Iteration 5F: 3 clusters Score -824209.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -824372.250000 Penalty: 4344.873535
	Iteration 6Q: 3 clusters Score -824372.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -824518.875000 Penalty: 4344.873535
	Iteration 7Q: 3 clusters Score -824518.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -824652.562500 Penalty: 4344.873535
	Iteration 8Q: 3 clusters Score -824652.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -824775.812500 Penalty: 4344.873535
	Iteration 9Q: 3 clusters Score -824775.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -824877.875000 Penalty: 4344.873535
	Iteration 10Q: 3 clusters Score -824877.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -824961.375000 Penalty: 4344.873535
	Iteration 11Q: 3 clusters Score -824961.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -825005.875000 Penalty: 4344.873535
	Iteration 12Q: 3 clusters Score -825005.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -825063.250000 Penalty: 4344.873535
	Iteration 13Q: 3 clusters Score -825063.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -825121.250000 Penalty: 4344.873535
	Iteration 14Q: 3 clusters Score -825121.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -825178.187500 Penalty: 4344.873535
	Iteration 15Q: 3 clusters Score -825178.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -825223.937500 Penalty: 4344.873535
	Iteration 16Q: 3 clusters Score -825223.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -825268.812500 Penalty: 4344.873535
	Iteration 17Q: 3 clusters Score -825268.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -825314.500000 Penalty: 4344.873535
	Iteration 18Q: 3 clusters Score -825314.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -825354.000000 Penalty: 4344.873535
	Iteration 19Q: 3 clusters Score -825354 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -825400.812500 Penalty: 4344.873535
	Iteration 20F: 3 clusters Score -825400.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -825453.500000 Penalty: 4344.873535
	Iteration 21Q: 3 clusters Score -825453.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -825509.125000 Penalty: 4344.873535
	Iteration 22Q: 3 clusters Score -825509.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -825570.312500 Penalty: 4344.873535
	Iteration 23Q: 3 clusters Score -825570.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -825624.000000 Penalty: 4344.873535
	Iteration 24Q: 3 clusters Score -825624 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -825670.187500 Penalty: 4344.873535
	Iteration 25Q: 3 clusters Score -825670.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -825710.250000 Penalty: 4344.873535
	Iteration 26Q: 3 clusters Score -825710.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -825742.562500 Penalty: 4344.873535
	Iteration 27Q: 3 clusters Score -825742.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -825772.312500 Penalty: 4344.873535
	Iteration 28Q: 3 clusters Score -825772.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -825810.562500 Penalty: 4344.873535
	Iteration 29Q: 3 clusters Score -825810.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -825840.812500 Penalty: 4344.873535
	Iteration 30Q: 3 clusters Score -825840.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -825861.312500 Penalty: 4344.873535
	Iteration 31Q: 3 clusters Score -825861.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -825876.500000 Penalty: 4344.873535
	Iteration 32Q: 3 clusters Score -825876.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -825887.562500 Penalty: 4344.873535
	Iteration 33Q: 3 clusters Score -825887.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -825901.437500 Penalty: 4344.873535
	Iteration 34Q: 3 clusters Score -825901.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -825910.375000 Penalty: 4344.873535
	Iteration 35Q: 3 clusters Score -825910.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -825917.937500 Penalty: 4344.873535
	Iteration 36Q: 3 clusters Score -825917.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -825923.500000 Penalty: 4344.873535
	Iteration 37Q: 3 clusters Score -825923.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -825928.750000 Penalty: 4344.873535
	Iteration 38Q: 3 clusters Score -825928.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -825933.500000 Penalty: 4344.873535
	Iteration 39Q: 3 clusters Score -825933.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -825936.000000 Penalty: 4344.873535
	Iteration 40F: 3 clusters Score -825936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -825938.750000 Penalty: 4344.873535
	Iteration 41Q: 3 clusters Score -825938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -825940.187500 Penalty: 4344.873535
	Iteration 42Q: 3 clusters Score -825940.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -825942.062500 Penalty: 4344.873535
	Iteration 43Q: 3 clusters Score -825942.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -825941.187500 Penalty: 4344.873535
	Iteration 44Q: 3 clusters Score -825941.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -825940.750000 Penalty: 4344.873535
	Iteration 45Q: 3 clusters Score -825940.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -825941.312500 Penalty: 4344.873535
	Iteration 46Q: 3 clusters Score -825941.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -825942.187500 Penalty: 4344.873535
	Iteration 47Q: 3 clusters Score -825942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -825942.062500 Penalty: 4344.873535
	Iteration 48Q: 3 clusters Score -825942.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -825942.312500 Penalty: 4344.873535
	Iteration 49Q: 3 clusters Score -825942.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -825943.062500 Penalty: 4344.873535
	Iteration 50Q: 3 clusters Score -825943.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -825943.625000 Penalty: 4344.873535
	Iteration 51Q: 3 clusters Score -825943.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -825943.625000 Penalty: 4344.873535
	Iteration 52F: 3 clusters Score -825943.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Entering Unmasked Estep 
Score: -270466.968750 Penalty: 1898.301880
	Iteration 0F: 2 clusters Score -270467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -267805.187500 Penalty: 3796.603760
	Iteration 0F: 3 clusters Score -267805.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -268401.125000 Penalty: 3796.603760
	Iteration 1F: 3 clusters Score -268401.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -268643.750000 Penalty: 3796.603760
	Iteration 2F: 3 clusters Score -268643.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -268899.875000 Penalty: 3796.603760
	Iteration 3F: 3 clusters Score -268899.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -269266.531250 Penalty: 3796.603760
	Iteration 4F: 3 clusters Score -269266.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -269649.062500 Penalty: 3796.603760
	Iteration 5F: 3 clusters Score -269649.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -269888.968750 Penalty: 3796.603760
	Iteration 6F: 3 clusters Score -269889 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -270046.812500 Penalty: 3796.603760
	Iteration 7Q: 3 clusters Score -270046.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -270103.187500 Penalty: 3796.603760
	Iteration 8Q: 3 clusters Score -270103.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -270127.593750 Penalty: 3796.603760
	Iteration 9Q: 3 clusters Score -270127.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -270141.250000 Penalty: 3796.603760
	Iteration 10Q: 3 clusters Score -270141.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -270144.187500 Penalty: 3796.603760
	Iteration 11Q: 3 clusters Score -270144.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -270144.187500 Penalty: 3796.603760
	Iteration 12F: 3 clusters Score -270144.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (61381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61381 members 
Entering Unmasked Estep 
Score: -8294111.500000 Penalty: 2734.164307
	Iteration 0F: 2 clusters Score -8294112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -8252920.000000 Penalty: 5468.328613
	Iteration 0F: 3 clusters Score -8252920 nChanged 28550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -8269293.000000 Penalty: 5468.328613
	Iteration 1F: 3 clusters Score -8269293 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -8270343.500000 Penalty: 5468.328613
	Iteration 2Q: 3 clusters Score -8270344 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -8271867.500000 Penalty: 5468.328613
	Iteration 3F: 3 clusters Score -8271868 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -8273933.500000 Penalty: 5468.328613
	Iteration 4F: 3 clusters Score -8273934 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -8276787.500000 Penalty: 5468.328613
	Iteration 5F: 3 clusters Score -8276788 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -8280438.000000 Penalty: 5468.328613
	Iteration 6F: 3 clusters Score -8280438 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -8284246.500000 Penalty: 5468.328613
	Iteration 7F: 3 clusters Score -8284246 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -8287339.500000 Penalty: 5468.328613
	Iteration 8F: 3 clusters Score -8287340 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -8289334.500000 Penalty: 5468.328613
	Iteration 9Q: 3 clusters Score -8289334 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8290400.000000 Penalty: 5468.328613
	Iteration 10Q: 3 clusters Score -8290400 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8290984.000000 Penalty: 5468.328613
	Iteration 11Q: 3 clusters Score -8290984 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -8291299.000000 Penalty: 5468.328613
	Iteration 12Q: 3 clusters Score -8291299 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8291506.000000 Penalty: 5468.328613
	Iteration 13Q: 3 clusters Score -8291506 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8291614.500000 Penalty: 5468.328613
	Iteration 14Q: 3 clusters Score -8291614 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8291692.500000 Penalty: 5468.328613
	Iteration 15Q: 3 clusters Score -8291692 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8291722.500000 Penalty: 5468.328613
	Iteration 16Q: 3 clusters Score -8291722 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60354 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8291754.500000 Penalty: 5468.328613
	Iteration 17Q: 3 clusters Score -8291754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8291759.000000 Penalty: 5468.328613
	Iteration 18Q: 3 clusters Score -8291759 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8291776.500000 Penalty: 5468.328613
	Iteration 19Q: 3 clusters Score -8291776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60397 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8291776.000000 Penalty: 5468.328613
	Iteration 20F: 3 clusters Score -8291776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8291800.000000 Penalty: 5468.328613
	Iteration 21Q: 3 clusters Score -8291800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8291804.000000 Penalty: 5468.328613
	Iteration 22Q: 3 clusters Score -8291804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60435 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8291815.000000 Penalty: 5468.328613
	Iteration 23Q: 3 clusters Score -8291815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8291831.000000 Penalty: 5468.328613
	Iteration 24Q: 3 clusters Score -8291831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8291828.000000 Penalty: 5468.328613
	Iteration 25Q: 3 clusters Score -8291828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8291831.500000 Penalty: 5468.328613
	Iteration 26Q: 3 clusters Score -8291832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8291825.000000 Penalty: 5468.328613
	Iteration 27Q: 3 clusters Score -8291825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8291834.500000 Penalty: 5468.328613
	Iteration 28Q: 3 clusters Score -8291834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60457 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8291833.000000 Penalty: 5468.328613
	Iteration 29Q: 3 clusters Score -8291833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8291831.500000 Penalty: 5468.328613
	Iteration 30Q: 3 clusters Score -8291832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8291833.500000 Penalty: 5468.328613
	Iteration 31Q: 3 clusters Score -8291834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8291833.500000 Penalty: 5468.328613
	Iteration 32F: 3 clusters Score -8291834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Entering Unmasked Estep 
Score: -227521.656250 Penalty: 1838.065918
	Iteration 0F: 2 clusters Score -227521.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -225116.390625 Penalty: 3676.131836
	Iteration 0F: 3 clusters Score -225116.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -225517.546875 Penalty: 3676.131836
	Iteration 1F: 3 clusters Score -225517.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -225621.796875 Penalty: 3676.131836
	Iteration 2F: 3 clusters Score -225621.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -225672.500000 Penalty: 3676.131836
	Iteration 3Q: 3 clusters Score -225672.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -225699.234375 Penalty: 3676.131836
	Iteration 4Q: 3 clusters Score -225699.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -225719.765625 Penalty: 3676.131836
	Iteration 5Q: 3 clusters Score -225719.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -225732.656250 Penalty: 3676.131836
	Iteration 6Q: 3 clusters Score -225732.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -225740.000000 Penalty: 3676.131836
	Iteration 7Q: 3 clusters Score -225740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -225747.890625 Penalty: 3676.131836
	Iteration 8Q: 3 clusters Score -225747.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -225752.875000 Penalty: 3676.131836
	Iteration 9Q: 3 clusters Score -225752.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -225756.984375 Penalty: 3676.131836
	Iteration 10Q: 3 clusters Score -225757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -225762.906250 Penalty: 3676.131836
	Iteration 11Q: 3 clusters Score -225762.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -225770.000000 Penalty: 3676.131836
	Iteration 12Q: 3 clusters Score -225770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -225776.203125 Penalty: 3676.131836
	Iteration 13Q: 3 clusters Score -225776.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -225781.546875 Penalty: 3676.131836
	Iteration 14Q: 3 clusters Score -225781.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -225785.828125 Penalty: 3676.131836
	Iteration 15Q: 3 clusters Score -225785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -225788.140625 Penalty: 3676.131836
	Iteration 16Q: 3 clusters Score -225788.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -225790.781250 Penalty: 3676.131836
	Iteration 17Q: 3 clusters Score -225790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -225794.484375 Penalty: 3676.131836
	Iteration 18Q: 3 clusters Score -225794.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -225800.046875 Penalty: 3676.131836
	Iteration 19Q: 3 clusters Score -225800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -225801.515625 Penalty: 3676.131836
	Iteration 20F: 3 clusters Score -225801.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -225803.984375 Penalty: 3676.131836
	Iteration 21Q: 3 clusters Score -225804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -225806.437500 Penalty: 3676.131836
	Iteration 22Q: 3 clusters Score -225806.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -225807.890625 Penalty: 3676.131836
	Iteration 23Q: 3 clusters Score -225807.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -225807.890625 Penalty: 3676.131836
	Iteration 24F: 3 clusters Score -225807.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Entering Unmasked Estep 
Score: -2853530.750000 Penalty: 2468.247559
	Iteration 0F: 2 clusters Score -2853531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2838839.500000 Penalty: 4936.495117
	Iteration 0F: 3 clusters Score -2838840 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2843815.750000 Penalty: 4936.495117
	Iteration 1F: 3 clusters Score -2843816 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2844373.250000 Penalty: 4936.495117
	Iteration 2F: 3 clusters Score -2844373 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2845007.750000 Penalty: 4936.495117
	Iteration 3F: 3 clusters Score -2845008 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2845789.000000 Penalty: 4936.495117
	Iteration 4F: 3 clusters Score -2845789 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2846719.250000 Penalty: 4936.495117
	Iteration 5F: 3 clusters Score -2846719 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2847576.250000 Penalty: 4936.495117
	Iteration 6F: 3 clusters Score -2847576 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2848122.500000 Penalty: 4936.495117
	Iteration 7F: 3 clusters Score -2848122 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2848501.500000 Penalty: 4936.495117
	Iteration 8Q: 3 clusters Score -2848502 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2848756.000000 Penalty: 4936.495117
	Iteration 9Q: 3 clusters Score -2848756 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2848930.500000 Penalty: 4936.495117
	Iteration 10Q: 3 clusters Score -2848930 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2849059.500000 Penalty: 4936.495117
	Iteration 11Q: 3 clusters Score -2849060 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2849143.750000 Penalty: 4936.495117
	Iteration 12Q: 3 clusters Score -2849144 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2849217.500000 Penalty: 4936.495117
	Iteration 13Q: 3 clusters Score -2849218 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2849292.250000 Penalty: 4936.495117
	Iteration 14Q: 3 clusters Score -2849292 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2849347.000000 Penalty: 4936.495117
	Iteration 15Q: 3 clusters Score -2849347 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2849407.000000 Penalty: 4936.495117
	Iteration 16Q: 3 clusters Score -2849407 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2849460.500000 Penalty: 4936.495117
	Iteration 17Q: 3 clusters Score -2849460 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2849511.250000 Penalty: 4936.495117
	Iteration 18Q: 3 clusters Score -2849511 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2849567.500000 Penalty: 4936.495117
	Iteration 19Q: 3 clusters Score -2849568 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2849616.250000 Penalty: 4936.495117
	Iteration 20F: 3 clusters Score -2849616 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2849703.250000 Penalty: 4936.495117
	Iteration 21Q: 3 clusters Score -2849703 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2849775.500000 Penalty: 4936.495117
	Iteration 22Q: 3 clusters Score -2849776 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2849877.000000 Penalty: 4936.495117
	Iteration 23Q: 3 clusters Score -2849877 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2850027.000000 Penalty: 4936.495117
	Iteration 24Q: 3 clusters Score -2850027 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2850222.750000 Penalty: 4936.495117
	Iteration 25Q: 3 clusters Score -2850223 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2850450.250000 Penalty: 4936.495117
	Iteration 26Q: 3 clusters Score -2850450 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2850728.500000 Penalty: 4936.495117
	Iteration 27Q: 3 clusters Score -2850728 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2851008.750000 Penalty: 4936.495117
	Iteration 28Q: 3 clusters Score -2851009 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2851270.000000 Penalty: 4936.495117
	Iteration 29Q: 3 clusters Score -2851270 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2851524.500000 Penalty: 4936.495117
	Iteration 30Q: 3 clusters Score -2851524 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2851762.250000 Penalty: 4936.495117
	Iteration 31Q: 3 clusters Score -2851762 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2852004.000000 Penalty: 4936.495117
	Iteration 32Q: 3 clusters Score -2852004 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2852234.000000 Penalty: 4936.495117
	Iteration 33Q: 3 clusters Score -2852234 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2852462.000000 Penalty: 4936.495117
	Iteration 34Q: 3 clusters Score -2852462 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2852640.250000 Penalty: 4936.495117
	Iteration 35Q: 3 clusters Score -2852640 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2852759.000000 Penalty: 4936.495117
	Iteration 36Q: 3 clusters Score -2852759 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2852859.000000 Penalty: 4936.495117
	Iteration 37Q: 3 clusters Score -2852859 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2852925.250000 Penalty: 4936.495117
	Iteration 38Q: 3 clusters Score -2852925 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2852982.000000 Penalty: 4936.495117
	Iteration 39Q: 3 clusters Score -2852982 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2853057.500000 Penalty: 4936.495117
	Iteration 40F: 3 clusters Score -2853058 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2853083.250000 Penalty: 4936.495117
	Iteration 41Q: 3 clusters Score -2853083 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2853106.750000 Penalty: 4936.495117
	Iteration 42Q: 3 clusters Score -2853107 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2853124.000000 Penalty: 4936.495117
	Iteration 43Q: 3 clusters Score -2853124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2853136.250000 Penalty: 4936.495117
	Iteration 44Q: 3 clusters Score -2853136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2853135.250000 Penalty: 4936.495117
	Iteration 45Q: 3 clusters Score -2853135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2853135.500000 Penalty: 4936.495117
	Iteration 46Q: 3 clusters Score -2853136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2853141.250000 Penalty: 4936.495117
	Iteration 47Q: 3 clusters Score -2853141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2853151.000000 Penalty: 4936.495117
	Iteration 48Q: 3 clusters Score -2853151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2853148.500000 Penalty: 4936.495117
	Iteration 49Q: 3 clusters Score -2853148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2853151.250000 Penalty: 4936.495117
	Iteration 50Q: 3 clusters Score -2853151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2853159.250000 Penalty: 4936.495117
	Iteration 51Q: 3 clusters Score -2853159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2853158.000000 Penalty: 4936.495117
	Iteration 52Q: 3 clusters Score -2853158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2853158.750000 Penalty: 4936.495117
	Iteration 53Q: 3 clusters Score -2853159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2853159.500000 Penalty: 4936.495117
	Iteration 54Q: 3 clusters Score -2853160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2853159.500000 Penalty: 4936.495117
	Iteration 55F: 3 clusters Score -2853160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -44968.562500 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -44968.56 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 189 members 
Entering Unmasked Estep 
Score: -43626.367188 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -43626.37 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43790.113281 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -43790.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43852.390625 Penalty: 2956.658691
	Iteration 2Q: 3 clusters Score -43852.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43884.437500 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -43884.44 nChanged 5
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: -43898.773438 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -43898.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43902.980469 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -43902.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43905.914062 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -43905.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43905.914062 Penalty: 2956.658691
	Iteration 7F: 3 clusters Score -43905.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Entering Unmasked Estep 
Score: -865342.500000 Penalty: 2173.446533
	Iteration 0F: 2 clusters Score -865342.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -859959.875000 Penalty: 4346.893066
	Iteration 0F: 3 clusters Score -859959.9 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -861309.812500 Penalty: 4346.893066
	Iteration 1F: 3 clusters Score -861309.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -861492.437500 Penalty: 4346.893066
	Iteration 2F: 3 clusters Score -861492.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -861610.812500 Penalty: 4346.893066
	Iteration 3Q: 3 clusters Score -861610.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -861693.625000 Penalty: 4346.893066
	Iteration 4Q: 3 clusters Score -861693.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -861767.812500 Penalty: 4346.893066
	Iteration 5Q: 3 clusters Score -861767.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -861841.750000 Penalty: 4346.893066
	Iteration 6Q: 3 clusters Score -861841.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -861951.000000 Penalty: 4346.893066
	Iteration 7Q: 3 clusters Score -861951 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -862101.250000 Penalty: 4346.893066
	Iteration 8Q: 3 clusters Score -862101.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -862267.937500 Penalty: 4346.893066
	Iteration 9Q: 3 clusters Score -862267.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -862449.375000 Penalty: 4346.893066
	Iteration 10Q: 3 clusters Score -862449.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -862624.187500 Penalty: 4346.893066
	Iteration 11Q: 3 clusters Score -862624.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -862800.625000 Penalty: 4346.893066
	Iteration 12Q: 3 clusters Score -862800.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -862978.250000 Penalty: 4346.893066
	Iteration 13Q: 3 clusters Score -862978.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -863143.687500 Penalty: 4346.893066
	Iteration 14Q: 3 clusters Score -863143.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -863328.687500 Penalty: 4346.893066
	Iteration 15Q: 3 clusters Score -863328.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -863506.625000 Penalty: 4346.893066
	Iteration 16Q: 3 clusters Score -863506.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -863679.812500 Penalty: 4346.893066
	Iteration 17Q: 3 clusters Score -863679.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -863823.625000 Penalty: 4346.893066
	Iteration 18Q: 3 clusters Score -863823.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -863941.750000 Penalty: 4346.893066
	Iteration 19Q: 3 clusters Score -863941.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -864019.250000 Penalty: 4346.893066
	Iteration 20F: 3 clusters Score -864019.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -864076.187500 Penalty: 4346.893066
	Iteration 21Q: 3 clusters Score -864076.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -864110.687500 Penalty: 4346.893066
	Iteration 22Q: 3 clusters Score -864110.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -864141.937500 Penalty: 4346.893066
	Iteration 23Q: 3 clusters Score -864141.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -864177.062500 Penalty: 4346.893066
	Iteration 24Q: 3 clusters Score -864177.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -864204.437500 Penalty: 4346.893066
	Iteration 25Q: 3 clusters Score -864204.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -864229.500000 Penalty: 4346.893066
	Iteration 26Q: 3 clusters Score -864229.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -864257.937500 Penalty: 4346.893066
	Iteration 27Q: 3 clusters Score -864257.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -864273.187500 Penalty: 4346.893066
	Iteration 28Q: 3 clusters Score -864273.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -864284.500000 Penalty: 4346.893066
	Iteration 29Q: 3 clusters Score -864284.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -864294.062500 Penalty: 4346.893066
	Iteration 30Q: 3 clusters Score -864294.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -864300.062500 Penalty: 4346.893066
	Iteration 31Q: 3 clusters Score -864300.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -864304.875000 Penalty: 4346.893066
	Iteration 32Q: 3 clusters Score -864304.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -864309.687500 Penalty: 4346.893066
	Iteration 33Q: 3 clusters Score -864309.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -864317.062500 Penalty: 4346.893066
	Iteration 34Q: 3 clusters Score -864317.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -864323.000000 Penalty: 4346.893066
	Iteration 35Q: 3 clusters Score -864323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -864324.437500 Penalty: 4346.893066
	Iteration 36Q: 3 clusters Score -864324.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -864328.625000 Penalty: 4346.893066
	Iteration 37Q: 3 clusters Score -864328.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -864334.437500 Penalty: 4346.893066
	Iteration 38Q: 3 clusters Score -864334.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -864340.500000 Penalty: 4346.893066
	Iteration 39Q: 3 clusters Score -864340.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -864351.187500 Penalty: 4346.893066
	Iteration 40F: 3 clusters Score -864351.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -864363.375000 Penalty: 4346.893066
	Iteration 41Q: 3 clusters Score -864363.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -864376.125000 Penalty: 4346.893066
	Iteration 42Q: 3 clusters Score -864376.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -864396.562500 Penalty: 4346.893066
	Iteration 43Q: 3 clusters Score -864396.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -864442.062500 Penalty: 4346.893066
	Iteration 44Q: 3 clusters Score -864442.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -864532.625000 Penalty: 4346.893066
	Iteration 45Q: 3 clusters Score -864532.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -864589.375000 Penalty: 4346.893066
	Iteration 46Q: 3 clusters Score -864589.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -864615.500000 Penalty: 4346.893066
	Iteration 47Q: 3 clusters Score -864615.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -864630.937500 Penalty: 4346.893066
	Iteration 48Q: 3 clusters Score -864630.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -864643.437500 Penalty: 4346.893066
	Iteration 49Q: 3 clusters Score -864643.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -864652.062500 Penalty: 4346.893066
	Iteration 50Q: 3 clusters Score -864652.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -864659.562500 Penalty: 4346.893066
	Iteration 51Q: 3 clusters Score -864659.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -864662.812500 Penalty: 4346.893066
	Iteration 52Q: 3 clusters Score -864662.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -864665.187500 Penalty: 4346.893066
	Iteration 53Q: 3 clusters Score -864665.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -864669.250000 Penalty: 4346.893066
	Iteration 54Q: 3 clusters Score -864669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -864668.562500 Penalty: 4346.893066
	Iteration 55Q: 3 clusters Score -864668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -864668.562500 Penalty: 4346.893066
	Iteration 56F: 3 clusters Score -864668.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Entering Unmasked Estep 
Score: -703973.375000 Penalty: 2120.939209
	Iteration 0F: 2 clusters Score -703973.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -699315.062500 Penalty: 4241.878418
	Iteration 0F: 3 clusters Score -699315.1 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -700446.937500 Penalty: 4241.878418
	Iteration 1F: 3 clusters Score -700446.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -700679.187500 Penalty: 4241.878418
	Iteration 2F: 3 clusters Score -700679.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -700807.437500 Penalty: 4241.878418
	Iteration 3Q: 3 clusters Score -700807.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -700903.812500 Penalty: 4241.878418
	Iteration 4Q: 3 clusters Score -700903.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -700985.750000 Penalty: 4241.878418
	Iteration 5Q: 3 clusters Score -700985.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -701060.437500 Penalty: 4241.878418
	Iteration 6Q: 3 clusters Score -701060.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -701122.187500 Penalty: 4241.878418
	Iteration 7Q: 3 clusters Score -701122.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -701171.187500 Penalty: 4241.878418
	Iteration 8Q: 3 clusters Score -701171.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -701213.812500 Penalty: 4241.878418
	Iteration 9Q: 3 clusters Score -701213.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -701253.000000 Penalty: 4241.878418
	Iteration 10Q: 3 clusters Score -701253 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -701291.250000 Penalty: 4241.878418
	Iteration 11Q: 3 clusters Score -701291.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -701324.062500 Penalty: 4241.878418
	Iteration 12Q: 3 clusters Score -701324.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -701359.125000 Penalty: 4241.878418
	Iteration 13Q: 3 clusters Score -701359.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -701398.375000 Penalty: 4241.878418
	Iteration 14Q: 3 clusters Score -701398.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -701432.875000 Penalty: 4241.878418
	Iteration 15Q: 3 clusters Score -701432.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -701453.562500 Penalty: 4241.878418
	Iteration 16Q: 3 clusters Score -701453.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -701476.687500 Penalty: 4241.878418
	Iteration 17Q: 3 clusters Score -701476.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -701508.750000 Penalty: 4241.878418
	Iteration 18Q: 3 clusters Score -701508.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -701544.625000 Penalty: 4241.878418
	Iteration 19Q: 3 clusters Score -701544.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -701586.125000 Penalty: 4241.878418
	Iteration 20F: 3 clusters Score -701586.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -701623.562500 Penalty: 4241.878418
	Iteration 21Q: 3 clusters Score -701623.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -701654.750000 Penalty: 4241.878418
	Iteration 22Q: 3 clusters Score -701654.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -701696.062500 Penalty: 4241.878418
	Iteration 23Q: 3 clusters Score -701696.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -701738.875000 Penalty: 4241.878418
	Iteration 24Q: 3 clusters Score -701738.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -701773.125000 Penalty: 4241.878418
	Iteration 25Q: 3 clusters Score -701773.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -701811.625000 Penalty: 4241.878418
	Iteration 26Q: 3 clusters Score -701811.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -701843.937500 Penalty: 4241.878418
	Iteration 27Q: 3 clusters Score -701843.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -701875.625000 Penalty: 4241.878418
	Iteration 28Q: 3 clusters Score -701875.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -701908.125000 Penalty: 4241.878418
	Iteration 29Q: 3 clusters Score -701908.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -701930.187500 Penalty: 4241.878418
	Iteration 30Q: 3 clusters Score -701930.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -701946.937500 Penalty: 4241.878418
	Iteration 31Q: 3 clusters Score -701946.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -701965.375000 Penalty: 4241.878418
	Iteration 32Q: 3 clusters Score -701965.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -701982.937500 Penalty: 4241.878418
	Iteration 33Q: 3 clusters Score -701982.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -702004.375000 Penalty: 4241.878418
	Iteration 34Q: 3 clusters Score -702004.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -702017.062500 Penalty: 4241.878418
	Iteration 35Q: 3 clusters Score -702017.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -702027.875000 Penalty: 4241.878418
	Iteration 36Q: 3 clusters Score -702027.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -702039.437500 Penalty: 4241.878418
	Iteration 37Q: 3 clusters Score -702039.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -702051.187500 Penalty: 4241.878418
	Iteration 38Q: 3 clusters Score -702051.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -702056.437500 Penalty: 4241.878418
	Iteration 39Q: 3 clusters Score -702056.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -702067.500000 Penalty: 4241.878418
	Iteration 40F: 3 clusters Score -702067.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -702077.625000 Penalty: 4241.878418
	Iteration 41Q: 3 clusters Score -702077.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -702092.812500 Penalty: 4241.878418
	Iteration 42Q: 3 clusters Score -702092.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -702102.062500 Penalty: 4241.878418
	Iteration 43Q: 3 clusters Score -702102.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -702104.937500 Penalty: 4241.878418
	Iteration 44Q: 3 clusters Score -702104.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -702106.437500 Penalty: 4241.878418
	Iteration 45Q: 3 clusters Score -702106.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -702108.187500 Penalty: 4241.878418
	Iteration 46Q: 3 clusters Score -702108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -702108.125000 Penalty: 4241.878418
	Iteration 47Q: 3 clusters Score -702108.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -702108.125000 Penalty: 4241.878418
	Iteration 48F: 3 clusters Score -702108.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Entering Unmasked Estep 
Score: -962010.062500 Penalty: 2209.925781
	Iteration 0F: 2 clusters Score -962010.1 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 3780 members 
Entering Unmasked Estep 
Score: -955951.875000 Penalty: 4419.851562
	Iteration 0F: 3 clusters Score -955951.9 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -957657.187500 Penalty: 4419.851562
	Iteration 1F: 3 clusters Score -957657.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -957899.750000 Penalty: 4419.851562
	Iteration 2F: 3 clusters Score -957899.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -958044.812500 Penalty: 4419.851562
	Iteration 3Q: 3 clusters Score -958044.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -958160.562500 Penalty: 4419.851562
	Iteration 4Q: 3 clusters Score -958160.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -958272.750000 Penalty: 4419.851562
	Iteration 5Q: 3 clusters Score -958272.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -958372.687500 Penalty: 4419.851562
	Iteration 6Q: 3 clusters Score -958372.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -958473.812500 Penalty: 4419.851562
	Iteration 7Q: 3 clusters Score -958473.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -958580.937500 Penalty: 4419.851562
	Iteration 8Q: 3 clusters Score -958580.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -958691.187500 Penalty: 4419.851562
	Iteration 9Q: 3 clusters Score -958691.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -958821.500000 Penalty: 4419.851562
	Iteration 10Q: 3 clusters Score -958821.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -958949.687500 Penalty: 4419.851562
	Iteration 11Q: 3 clusters Score -958949.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -959083.125000 Penalty: 4419.851562
	Iteration 12Q: 3 clusters Score -959083.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -959223.375000 Penalty: 4419.851562
	Iteration 13Q: 3 clusters Score -959223.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -959395.312500 Penalty: 4419.851562
	Iteration 14Q: 3 clusters Score -959395.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -959565.625000 Penalty: 4419.851562
	Iteration 15Q: 3 clusters Score -959565.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -959694.437500 Penalty: 4419.851562
	Iteration 16Q: 3 clusters Score -959694.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -959807.625000 Penalty: 4419.851562
	Iteration 17Q: 3 clusters Score -959807.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -959892.625000 Penalty: 4419.851562
	Iteration 18Q: 3 clusters Score -959892.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -959948.437500 Penalty: 4419.851562
	Iteration 19Q: 3 clusters Score -959948.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -959989.937500 Penalty: 4419.851562
	Iteration 20F: 3 clusters Score -959989.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -960024.812500 Penalty: 4419.851562
	Iteration 21Q: 3 clusters Score -960024.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -960059.687500 Penalty: 4419.851562
	Iteration 22Q: 3 clusters Score -960059.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -960081.437500 Penalty: 4419.851562
	Iteration 23Q: 3 clusters Score -960081.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -960097.125000 Penalty: 4419.851562
	Iteration 24Q: 3 clusters Score -960097.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -960105.812500 Penalty: 4419.851562
	Iteration 25Q: 3 clusters Score -960105.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -960116.375000 Penalty: 4419.851562
	Iteration 26Q: 3 clusters Score -960116.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -960122.875000 Penalty: 4419.851562
	Iteration 27Q: 3 clusters Score -960122.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -960135.125000 Penalty: 4419.851562
	Iteration 28Q: 3 clusters Score -960135.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -960141.937500 Penalty: 4419.851562
	Iteration 29Q: 3 clusters Score -960141.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -960147.937500 Penalty: 4419.851562
	Iteration 30Q: 3 clusters Score -960147.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -960156.562500 Penalty: 4419.851562
	Iteration 31Q: 3 clusters Score -960156.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -960161.750000 Penalty: 4419.851562
	Iteration 32Q: 3 clusters Score -960161.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -960164.812500 Penalty: 4419.851562
	Iteration 33Q: 3 clusters Score -960164.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -960169.875000 Penalty: 4419.851562
	Iteration 34Q: 3 clusters Score -960169.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -960176.937500 Penalty: 4419.851562
	Iteration 35Q: 3 clusters Score -960176.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -960178.687500 Penalty: 4419.851562
	Iteration 36Q: 3 clusters Score -960178.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -960181.562500 Penalty: 4419.851562
	Iteration 37Q: 3 clusters Score -960181.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -960182.937500 Penalty: 4419.851562
	Iteration 38Q: 3 clusters Score -960182.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -960186.312500 Penalty: 4419.851562
	Iteration 39Q: 3 clusters Score -960186.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -960187.125000 Penalty: 4419.851562
	Iteration 40F: 3 clusters Score -960187.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (161138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161138 members 
Entering Unmasked Estep 
Score: -22042334.000000 Penalty: 2973.523926
	Iteration 0F: 2 clusters Score -2.204233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80439 members 
Mstep: Class 2 contains 80699 members 
Entering Unmasked Estep 
Score: -21938544.000000 Penalty: 5947.047852
	Iteration 0F: 3 clusters Score -2.193854e+07 nChanged 76933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79452 members 
Mstep: Class 2 contains 81686 members 
Entering Unmasked Estep 
Score: -21982344.000000 Penalty: 5947.047852
	Iteration 1F: 3 clusters Score -2.198234e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78639 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
Score: -21983102.000000 Penalty: 5947.047852
	Iteration 2Q: 3 clusters Score -2.19831e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77353 members 
Mstep: Class 2 contains 83785 members 
Entering Unmasked Estep 
Score: -21984134.000000 Penalty: 5947.047852
	Iteration 3Q: 3 clusters Score -2.198413e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 85763 members 
Entering Unmasked Estep 
Score: -21985576.000000 Penalty: 5947.047852
	Iteration 4Q: 3 clusters Score -2.198558e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72531 members 
Mstep: Class 2 contains 88607 members 
Entering Unmasked Estep 
Score: -21987846.000000 Penalty: 5947.047852
	Iteration 5Q: 3 clusters Score -2.198785e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 92661 members 
Entering Unmasked Estep 
Score: -21991406.000000 Penalty: 5947.047852
	Iteration 6Q: 3 clusters Score -2.199141e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 98244 members 
Entering Unmasked Estep 
Score: -21996610.000000 Penalty: 5947.047852
	Iteration 7F: 3 clusters Score -2.199661e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 105247 members 
Entering Unmasked Estep 
Score: -22003366.000000 Penalty: 5947.047852
	Iteration 8F: 3 clusters Score -2.200337e+07 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 113304 members 
Entering Unmasked Estep 
Score: -22011508.000000 Penalty: 5947.047852
	Iteration 9F: 3 clusters Score -2.201151e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 121254 members 
Entering Unmasked Estep 
Score: -22018836.000000 Penalty: 5947.047852
	Iteration 10F: 3 clusters Score -2.201884e+07 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 128454 members 
Entering Unmasked Estep 
Score: -22025050.000000 Penalty: 5947.047852
	Iteration 11F: 3 clusters Score -2.202505e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 134543 members 
Entering Unmasked Estep 
Score: -22029930.000000 Penalty: 5947.047852
	Iteration 12Q: 3 clusters Score -2.202993e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 139374 members 
Entering Unmasked Estep 
Score: -22032950.000000 Penalty: 5947.047852
	Iteration 13Q: 3 clusters Score -2.203295e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 143162 members 
Entering Unmasked Estep 
Score: -22035266.000000 Penalty: 5947.047852
	Iteration 14Q: 3 clusters Score -2.203527e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 146232 members 
Entering Unmasked Estep 
Score: -22036950.000000 Penalty: 5947.047852
	Iteration 15Q: 3 clusters Score -2.203695e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 148639 members 
Entering Unmasked Estep 
Score: -22038058.000000 Penalty: 5947.047852
	Iteration 16Q: 3 clusters Score -2.203806e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 150470 members 
Entering Unmasked Estep 
Score: -22038774.000000 Penalty: 5947.047852
	Iteration 17Q: 3 clusters Score -2.203877e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 151951 members 
Entering Unmasked Estep 
Score: -22039252.000000 Penalty: 5947.047852
	Iteration 18Q: 3 clusters Score -2.203925e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 153119 members 
Entering Unmasked Estep 
Score: -22039524.000000 Penalty: 5947.047852
	Iteration 19Q: 3 clusters Score -2.203952e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 154013 members 
Entering Unmasked Estep 
Score: -22039676.000000 Penalty: 5947.047852
	Iteration 20F: 3 clusters Score -2.203968e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 154728 members 
Entering Unmasked Estep 
Score: -22039852.000000 Penalty: 5947.047852
	Iteration 21Q: 3 clusters Score -2.203985e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 155311 members 
Entering Unmasked Estep 
Score: -22039946.000000 Penalty: 5947.047852
	Iteration 22Q: 3 clusters Score -2.203995e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 155822 members 
Entering Unmasked Estep 
Score: -22040072.000000 Penalty: 5947.047852
	Iteration 23Q: 3 clusters Score -2.204007e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 156256 members 
Entering Unmasked Estep 
Score: -22040162.000000 Penalty: 5947.047852
	Iteration 24Q: 3 clusters Score -2.204016e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 156610 members 
Entering Unmasked Estep 
Score: -22040176.000000 Penalty: 5947.047852
	Iteration 25Q: 3 clusters Score -2.204018e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 156904 members 
Entering Unmasked Estep 
Score: -22040220.000000 Penalty: 5947.047852
	Iteration 26Q: 3 clusters Score -2.204022e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 157163 members 
Entering Unmasked Estep 
Score: -22040252.000000 Penalty: 5947.047852
	Iteration 27Q: 3 clusters Score -2.204025e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 157386 members 
Entering Unmasked Estep 
Score: -22040276.000000 Penalty: 5947.047852
	Iteration 28Q: 3 clusters Score -2.204028e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 157561 members 
Entering Unmasked Estep 
Score: -22040338.000000 Penalty: 5947.047852
	Iteration 29Q: 3 clusters Score -2.204034e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 157721 members 
Entering Unmasked Estep 
Score: -22040302.000000 Penalty: 5947.047852
	Iteration 30Q: 3 clusters Score -2.20403e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 157859 members 
Entering Unmasked Estep 
Score: -22040310.000000 Penalty: 5947.047852
	Iteration 31Q: 3 clusters Score -2.204031e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 157960 members 
Entering Unmasked Estep 
Score: -22040316.000000 Penalty: 5947.047852
	Iteration 32Q: 3 clusters Score -2.204032e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 158040 members 
Entering Unmasked Estep 
Score: -22040366.000000 Penalty: 5947.047852
	Iteration 33Q: 3 clusters Score -2.204037e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 158125 members 
Entering Unmasked Estep 
Score: -22040338.000000 Penalty: 5947.047852
	Iteration 34Q: 3 clusters Score -2.204034e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 158194 members 
Entering Unmasked Estep 
Score: -22040402.000000 Penalty: 5947.047852
	Iteration 35Q: 3 clusters Score -2.20404e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 158270 members 
Entering Unmasked Estep 
Score: -22040414.000000 Penalty: 5947.047852
	Iteration 36Q: 3 clusters Score -2.204041e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 158330 members 
Entering Unmasked Estep 
Score: -22040420.000000 Penalty: 5947.047852
	Iteration 37Q: 3 clusters Score -2.204042e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 158383 members 
Entering Unmasked Estep 
Score: -22040420.000000 Penalty: 5947.047852
	Iteration 38Q: 3 clusters Score -2.204042e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 158433 members 
Entering Unmasked Estep 
Score: -22040420.000000 Penalty: 5947.047852
	Iteration 39Q: 3 clusters Score -2.204042e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 158451 members 
Entering Unmasked Estep 
Score: -22040434.000000 Penalty: 5947.047852
	Iteration 40F: 3 clusters Score -2.204043e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 158468 members 
Entering Unmasked Estep 
Score: -22040448.000000 Penalty: 5947.047852
	Iteration 41Q: 3 clusters Score -2.204045e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 158486 members 
Entering Unmasked Estep 
Score: -22040428.000000 Penalty: 5947.047852
	Iteration 42Q: 3 clusters Score -2.204043e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 158507 members 
Entering Unmasked Estep 
Score: -22040436.000000 Penalty: 5947.047852
	Iteration 43Q: 3 clusters Score -2.204044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 158524 members 
Entering Unmasked Estep 
Score: -22040438.000000 Penalty: 5947.047852
	Iteration 44Q: 3 clusters Score -2.204044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 158541 members 
Entering Unmasked Estep 
Score: -22040424.000000 Penalty: 5947.047852
	Iteration 45Q: 3 clusters Score -2.204042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 158555 members 
Entering Unmasked Estep 
Score: -22040418.000000 Penalty: 5947.047852
	Iteration 46Q: 3 clusters Score -2.204042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 158571 members 
Entering Unmasked Estep 
Score: -22040464.000000 Penalty: 5947.047852
	Iteration 47Q: 3 clusters Score -2.204046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 158580 members 
Entering Unmasked Estep 
Score: -22040442.000000 Penalty: 5947.047852
	Iteration 48Q: 3 clusters Score -2.204044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 158591 members 
Entering Unmasked Estep 
Score: -22040454.000000 Penalty: 5947.047852
	Iteration 49Q: 3 clusters Score -2.204045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 158603 members 
Entering Unmasked Estep 
Score: -22040468.000000 Penalty: 5947.047852
	Iteration 50Q: 3 clusters Score -2.204047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 158616 members 
Entering Unmasked Estep 
Score: -22040470.000000 Penalty: 5947.047852
	Iteration 51Q: 3 clusters Score -2.204047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 158628 members 
Entering Unmasked Estep 
Score: -22040464.000000 Penalty: 5947.047852
	Iteration 52Q: 3 clusters Score -2.204046e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 158640 members 
Entering Unmasked Estep 
Score: -22040472.000000 Penalty: 5947.047852
	Iteration 53Q: 3 clusters Score -2.204047e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 158656 members 
Entering Unmasked Estep 
Score: -22040472.000000 Penalty: 5947.047852
	Iteration 54Q: 3 clusters Score -2.204047e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 158676 members 
Entering Unmasked Estep 
Score: -22040450.000000 Penalty: 5947.047852
	Iteration 55Q: 3 clusters Score -2.204045e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 158682 members 
Entering Unmasked Estep 
Score: -22040460.000000 Penalty: 5947.047852
	Iteration 56Q: 3 clusters Score -2.204046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 158691 members 
Entering Unmasked Estep 
Score: -22040468.000000 Penalty: 5947.047852
	Iteration 57Q: 3 clusters Score -2.204047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 158694 members 
Entering Unmasked Estep 
Score: -22040458.000000 Penalty: 5947.047852
	Iteration 58Q: 3 clusters Score -2.204046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 158699 members 
Entering Unmasked Estep 
Score: -22040490.000000 Penalty: 5947.047852
	Iteration 59Q: 3 clusters Score -2.204049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 158708 members 
Entering Unmasked Estep 
Score: -22040480.000000 Penalty: 5947.047852
	Iteration 60F: 3 clusters Score -2.204048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 158716 members 
Entering Unmasked Estep 
Score: -22040492.000000 Penalty: 5947.047852
	Iteration 61Q: 3 clusters Score -2.204049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 158728 members 
Entering Unmasked Estep 
Score: -22040482.000000 Penalty: 5947.047852
	Iteration 62Q: 3 clusters Score -2.204048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 158734 members 
Entering Unmasked Estep 
Score: -22040474.000000 Penalty: 5947.047852
	Iteration 63Q: 3 clusters Score -2.204047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 158735 members 
Entering Unmasked Estep 
Score: -22040472.000000 Penalty: 5947.047852
	Iteration 64Q: 3 clusters Score -2.204047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 158740 members 
Entering Unmasked Estep 
Score: -22040480.000000 Penalty: 5947.047852
	Iteration 65Q: 3 clusters Score -2.204048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 158744 members 
Entering Unmasked Estep 
Score: -22040476.000000 Penalty: 5947.047852
	Iteration 66Q: 3 clusters Score -2.204048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 158748 members 
Entering Unmasked Estep 
Score: -22040486.000000 Penalty: 5947.047852
	Iteration 67Q: 3 clusters Score -2.204049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 158755 members 
Entering Unmasked Estep 
Score: -22040478.000000 Penalty: 5947.047852
	Iteration 68Q: 3 clusters Score -2.204048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 158761 members 
Entering Unmasked Estep 
Score: -22040472.000000 Penalty: 5947.047852
	Iteration 69Q: 3 clusters Score -2.204047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 158762 members 
Entering Unmasked Estep 
Score: -22040460.000000 Penalty: 5947.047852
	Iteration 70Q: 3 clusters Score -2.204046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 158762 members 
Entering Unmasked Estep 
Score: -22040466.000000 Penalty: 5947.047852
	Iteration 71Q: 3 clusters Score -2.204047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 158762 members 
Entering Unmasked Estep 
Score: -22040466.000000 Penalty: 5947.047852
	Iteration 72F: 3 clusters Score -2.204047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -84181.429688 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -84181.43 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 330 members 
Entering Unmasked Estep 
Score: -82529.273438 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -82529.27 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82854.976562 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -82854.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -83090.695312 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -83090.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83155.375000 Penalty: 3245.780273
	Iteration 3Q: 3 clusters Score -83155.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -83207.937500 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -83207.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -83257.226562 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -83257.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -83334.085938 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -83334.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -83408.218750 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -83408.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -83473.601562 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -83473.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -83530.460938 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -83530.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -83599.359375 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -83599.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -83704.125000 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -83704.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -83881.625000 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -83881.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -84023.531250 Penalty: 3245.780273
	Iteration 13Q: 3 clusters Score -84023.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -84040.835938 Penalty: 3245.780273
	Iteration 14Q: 3 clusters Score -84040.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -84049.375000 Penalty: 3245.780273
	Iteration 15Q: 3 clusters Score -84049.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -84050.085938 Penalty: 3245.780273
	Iteration 16F: 3 clusters Score -84050.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -84056.328125 Penalty: 3245.780273
	Iteration 17Q: 3 clusters Score -84056.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -84064.289062 Penalty: 3245.780273
	Iteration 18Q: 3 clusters Score -84064.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -84068.460938 Penalty: 3245.780273
	Iteration 19Q: 3 clusters Score -84068.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -84068.460938 Penalty: 3245.780273
	Iteration 20F: 3 clusters Score -84068.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Entering Unmasked Estep 
Score: -5212827.000000 Penalty: 2611.834229
	Iteration 0F: 2 clusters Score -5212827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -5187432.500000 Penalty: 5223.668457
	Iteration 0F: 3 clusters Score -5187432 nChanged 17037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -5196622.000000 Penalty: 5223.668457
	Iteration 1F: 3 clusters Score -5196622 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -5197085.000000 Penalty: 5223.668457
	Iteration 2Q: 3 clusters Score -5197085 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -5197658.000000 Penalty: 5223.668457
	Iteration 3Q: 3 clusters Score -5197658 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -5198382.500000 Penalty: 5223.668457
	Iteration 4Q: 3 clusters Score -5198382 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -5199219.500000 Penalty: 5223.668457
	Iteration 5Q: 3 clusters Score -5199220 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -5200265.000000 Penalty: 5223.668457
	Iteration 6F: 3 clusters Score -5200265 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -5201501.500000 Penalty: 5223.668457
	Iteration 7F: 3 clusters Score -5201502 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -5202727.500000 Penalty: 5223.668457
	Iteration 8F: 3 clusters Score -5202728 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -5203786.000000 Penalty: 5223.668457
	Iteration 9F: 3 clusters Score -5203786 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -5204707.500000 Penalty: 5223.668457
	Iteration 10Q: 3 clusters Score -5204708 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -5205521.000000 Penalty: 5223.668457
	Iteration 11Q: 3 clusters Score -5205521 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -5206330.000000 Penalty: 5223.668457
	Iteration 12Q: 3 clusters Score -5206330 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -5207097.000000 Penalty: 5223.668457
	Iteration 13Q: 3 clusters Score -5207097 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -5207734.500000 Penalty: 5223.668457
	Iteration 14Q: 3 clusters Score -5207734 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -5208280.000000 Penalty: 5223.668457
	Iteration 15Q: 3 clusters Score -5208280 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -5208717.500000 Penalty: 5223.668457
	Iteration 16Q: 3 clusters Score -5208718 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -5209069.500000 Penalty: 5223.668457
	Iteration 17Q: 3 clusters Score -5209070 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -5209351.000000 Penalty: 5223.668457
	Iteration 18Q: 3 clusters Score -5209351 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -5209571.500000 Penalty: 5223.668457
	Iteration 19Q: 3 clusters Score -5209572 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -5209775.500000 Penalty: 5223.668457
	Iteration 20F: 3 clusters Score -5209776 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -5209928.500000 Penalty: 5223.668457
	Iteration 21Q: 3 clusters Score -5209928 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -5210081.500000 Penalty: 5223.668457
	Iteration 22Q: 3 clusters Score -5210082 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -5210182.000000 Penalty: 5223.668457
	Iteration 23Q: 3 clusters Score -5210182 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -5210274.500000 Penalty: 5223.668457
	Iteration 24Q: 3 clusters Score -5210274 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -5210369.500000 Penalty: 5223.668457
	Iteration 25Q: 3 clusters Score -5210370 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -5210456.000000 Penalty: 5223.668457
	Iteration 26Q: 3 clusters Score -5210456 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -5210519.500000 Penalty: 5223.668457
	Iteration 27Q: 3 clusters Score -5210520 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -5210560.500000 Penalty: 5223.668457
	Iteration 28Q: 3 clusters Score -5210560 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -5210599.500000 Penalty: 5223.668457
	Iteration 29Q: 3 clusters Score -5210600 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -5210636.000000 Penalty: 5223.668457
	Iteration 30Q: 3 clusters Score -5210636 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -5210664.500000 Penalty: 5223.668457
	Iteration 31Q: 3 clusters Score -5210664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -5210674.500000 Penalty: 5223.668457
	Iteration 32Q: 3 clusters Score -5210674 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -5210675.500000 Penalty: 5223.668457
	Iteration 33Q: 3 clusters Score -5210676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -5210687.500000 Penalty: 5223.668457
	Iteration 34Q: 3 clusters Score -5210688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -5210702.500000 Penalty: 5223.668457
	Iteration 35Q: 3 clusters Score -5210702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -5210717.500000 Penalty: 5223.668457
	Iteration 36Q: 3 clusters Score -5210718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -5210722.500000 Penalty: 5223.668457
	Iteration 37Q: 3 clusters Score -5210722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -5210731.000000 Penalty: 5223.668457
	Iteration 38Q: 3 clusters Score -5210731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -5210738.000000 Penalty: 5223.668457
	Iteration 39Q: 3 clusters Score -5210738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -5210750.000000 Penalty: 5223.668457
	Iteration 40F: 3 clusters Score -5210750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -5210753.000000 Penalty: 5223.668457
	Iteration 41Q: 3 clusters Score -5210753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -5210759.000000 Penalty: 5223.668457
	Iteration 42Q: 3 clusters Score -5210759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -5210766.500000 Penalty: 5223.668457
	Iteration 43Q: 3 clusters Score -5210766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -5210768.000000 Penalty: 5223.668457
	Iteration 44Q: 3 clusters Score -5210768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -5210767.000000 Penalty: 5223.668457
	Iteration 45Q: 3 clusters Score -5210767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -5210771.500000 Penalty: 5223.668457
	Iteration 46Q: 3 clusters Score -5210772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -5210779.500000 Penalty: 5223.668457
	Iteration 47Q: 3 clusters Score -5210780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -5210780.500000 Penalty: 5223.668457
	Iteration 48Q: 3 clusters Score -5210780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -5210777.500000 Penalty: 5223.668457
	Iteration 49Q: 3 clusters Score -5210778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -5210774.000000 Penalty: 5223.668457
	Iteration 50Q: 3 clusters Score -5210774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -5210776.000000 Penalty: 5223.668457
	Iteration 51Q: 3 clusters Score -5210776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -5210776.000000 Penalty: 5223.668457
	Iteration 52Q: 3 clusters Score -5210776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -5210783.500000 Penalty: 5223.668457
	Iteration 53Q: 3 clusters Score -5210784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -5210785.500000 Penalty: 5223.668457
	Iteration 54Q: 3 clusters Score -5210786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -5210784.000000 Penalty: 5223.668457
	Iteration 55Q: 3 clusters Score -5210784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -5210782.500000 Penalty: 5223.668457
	Iteration 56Q: 3 clusters Score -5210782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -5210782.500000 Penalty: 5223.668457
	Iteration 57F: 3 clusters Score -5210782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Entering Unmasked Estep 
Score: -449019.156250 Penalty: 2014.862793
	Iteration 0F: 2 clusters Score -449019.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -445553.781250 Penalty: 4029.725586
	Iteration 0F: 3 clusters Score -445553.8 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -446259.562500 Penalty: 4029.725586
	Iteration 1F: 3 clusters Score -446259.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -446405.593750 Penalty: 4029.725586
	Iteration 2F: 3 clusters Score -446405.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -446507.843750 Penalty: 4029.725586
	Iteration 3Q: 3 clusters Score -446507.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -446584.562500 Penalty: 4029.725586
	Iteration 4Q: 3 clusters Score -446584.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -446643.718750 Penalty: 4029.725586
	Iteration 5Q: 3 clusters Score -446643.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -446684.125000 Penalty: 4029.725586
	Iteration 6Q: 3 clusters Score -446684.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -446716.875000 Penalty: 4029.725586
	Iteration 7Q: 3 clusters Score -446716.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -446743.093750 Penalty: 4029.725586
	Iteration 8Q: 3 clusters Score -446743.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -446771.781250 Penalty: 4029.725586
	Iteration 9Q: 3 clusters Score -446771.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -446792.343750 Penalty: 4029.725586
	Iteration 10Q: 3 clusters Score -446792.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -446810.656250 Penalty: 4029.725586
	Iteration 11Q: 3 clusters Score -446810.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -446829.125000 Penalty: 4029.725586
	Iteration 12Q: 3 clusters Score -446829.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -446844.500000 Penalty: 4029.725586
	Iteration 13Q: 3 clusters Score -446844.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -446852.531250 Penalty: 4029.725586
	Iteration 14Q: 3 clusters Score -446852.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -446861.250000 Penalty: 4029.725586
	Iteration 15Q: 3 clusters Score -446861.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -446870.656250 Penalty: 4029.725586
	Iteration 16Q: 3 clusters Score -446870.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -446882.781250 Penalty: 4029.725586
	Iteration 17Q: 3 clusters Score -446882.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -446899.343750 Penalty: 4029.725586
	Iteration 18Q: 3 clusters Score -446899.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -446912.593750 Penalty: 4029.725586
	Iteration 19Q: 3 clusters Score -446912.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -446933.031250 Penalty: 4029.725586
	Iteration 20F: 3 clusters Score -446933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -446947.343750 Penalty: 4029.725586
	Iteration 21Q: 3 clusters Score -446947.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -446958.562500 Penalty: 4029.725586
	Iteration 22Q: 3 clusters Score -446958.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -446975.062500 Penalty: 4029.725586
	Iteration 23Q: 3 clusters Score -446975.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -446990.937500 Penalty: 4029.725586
	Iteration 24Q: 3 clusters Score -446990.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -447010.937500 Penalty: 4029.725586
	Iteration 25Q: 3 clusters Score -447010.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -447031.656250 Penalty: 4029.725586
	Iteration 26Q: 3 clusters Score -447031.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -447050.375000 Penalty: 4029.725586
	Iteration 27Q: 3 clusters Score -447050.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -447064.093750 Penalty: 4029.725586
	Iteration 28Q: 3 clusters Score -447064.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -447077.468750 Penalty: 4029.725586
	Iteration 29Q: 3 clusters Score -447077.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -447091.312500 Penalty: 4029.725586
	Iteration 30Q: 3 clusters Score -447091.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -447104.625000 Penalty: 4029.725586
	Iteration 31Q: 3 clusters Score -447104.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -447117.718750 Penalty: 4029.725586
	Iteration 32Q: 3 clusters Score -447117.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -447126.750000 Penalty: 4029.725586
	Iteration 33Q: 3 clusters Score -447126.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -447137.187500 Penalty: 4029.725586
	Iteration 34Q: 3 clusters Score -447137.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -447149.968750 Penalty: 4029.725586
	Iteration 35Q: 3 clusters Score -447150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -447157.156250 Penalty: 4029.725586
	Iteration 36Q: 3 clusters Score -447157.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -447166.718750 Penalty: 4029.725586
	Iteration 37Q: 3 clusters Score -447166.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -447170.937500 Penalty: 4029.725586
	Iteration 38Q: 3 clusters Score -447170.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -447174.906250 Penalty: 4029.725586
	Iteration 39Q: 3 clusters Score -447174.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -447183.218750 Penalty: 4029.725586
	Iteration 40F: 3 clusters Score -447183.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -447187.375000 Penalty: 4029.725586
	Iteration 41Q: 3 clusters Score -447187.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -447192.781250 Penalty: 4029.725586
	Iteration 42Q: 3 clusters Score -447192.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -447196.656250 Penalty: 4029.725586
	Iteration 43Q: 3 clusters Score -447196.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -447200.812500 Penalty: 4029.725586
	Iteration 44Q: 3 clusters Score -447200.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -447204.562500 Penalty: 4029.725586
	Iteration 45Q: 3 clusters Score -447204.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -447207.937500 Penalty: 4029.725586
	Iteration 46Q: 3 clusters Score -447207.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -447211.187500 Penalty: 4029.725586
	Iteration 47Q: 3 clusters Score -447211.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -447212.812500 Penalty: 4029.725586
	Iteration 48Q: 3 clusters Score -447212.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -447214.250000 Penalty: 4029.725586
	Iteration 49Q: 3 clusters Score -447214.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -447220.062500 Penalty: 4029.725586
	Iteration 50Q: 3 clusters Score -447220.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -447224.406250 Penalty: 4029.725586
	Iteration 51Q: 3 clusters Score -447224.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -447225.468750 Penalty: 4029.725586
	Iteration 52Q: 3 clusters Score -447225.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -447226.218750 Penalty: 4029.725586
	Iteration 53Q: 3 clusters Score -447226.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -447226.218750 Penalty: 4029.725586
	Iteration 54F: 3 clusters Score -447226.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (86283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86283 members 
Entering Unmasked Estep 
Score: -11770021.000000 Penalty: 2818.616211
	Iteration 0F: 2 clusters Score -1.177002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -11712344.000000 Penalty: 5637.232422
	Iteration 0F: 3 clusters Score -1.171234e+07 nChanged 40647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -11735680.000000 Penalty: 5637.232422
	Iteration 1F: 3 clusters Score -1.173568e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -11736712.000000 Penalty: 5637.232422
	Iteration 2Q: 3 clusters Score -1.173671e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -11737944.000000 Penalty: 5637.232422
	Iteration 3Q: 3 clusters Score -1.173794e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -11739717.000000 Penalty: 5637.232422
	Iteration 4Q: 3 clusters Score -1.173972e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -11742327.000000 Penalty: 5637.232422
	Iteration 5F: 3 clusters Score -1.174233e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -11745024.000000 Penalty: 5637.232422
	Iteration 6F: 3 clusters Score -1.174502e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -11747778.000000 Penalty: 5637.232422
	Iteration 7F: 3 clusters Score -1.174778e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -11750171.000000 Penalty: 5637.232422
	Iteration 8F: 3 clusters Score -1.175017e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -11751831.000000 Penalty: 5637.232422
	Iteration 9Q: 3 clusters Score -1.175183e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -11753260.000000 Penalty: 5637.232422
	Iteration 10Q: 3 clusters Score -1.175326e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -11754402.000000 Penalty: 5637.232422
	Iteration 11Q: 3 clusters Score -1.17544e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -11755496.000000 Penalty: 5637.232422
	Iteration 12Q: 3 clusters Score -1.17555e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61828 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -11756711.000000 Penalty: 5637.232422
	Iteration 13Q: 3 clusters Score -1.175671e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -11757970.000000 Penalty: 5637.232422
	Iteration 14Q: 3 clusters Score -1.175797e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67871 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -11759266.000000 Penalty: 5637.232422
	Iteration 15Q: 3 clusters Score -1.175927e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -11760637.000000 Penalty: 5637.232422
	Iteration 16Q: 3 clusters Score -1.176064e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73828 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -11762139.000000 Penalty: 5637.232422
	Iteration 17Q: 3 clusters Score -1.176214e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76437 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -11763528.000000 Penalty: 5637.232422
	Iteration 18Q: 3 clusters Score -1.176353e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78685 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -11764741.000000 Penalty: 5637.232422
	Iteration 19Q: 3 clusters Score -1.176474e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80437 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -11765666.000000 Penalty: 5637.232422
	Iteration 20F: 3 clusters Score -1.176567e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81724 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -11766326.000000 Penalty: 5637.232422
	Iteration 21Q: 3 clusters Score -1.176633e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82640 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -11766710.000000 Penalty: 5637.232422
	Iteration 22Q: 3 clusters Score -1.176671e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -11766976.000000 Penalty: 5637.232422
	Iteration 23Q: 3 clusters Score -1.176698e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83766 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -11767176.000000 Penalty: 5637.232422
	Iteration 24Q: 3 clusters Score -1.176718e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84076 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -11767314.000000 Penalty: 5637.232422
	Iteration 25Q: 3 clusters Score -1.176731e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84322 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -11767396.000000 Penalty: 5637.232422
	Iteration 26Q: 3 clusters Score -1.17674e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84502 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -11767489.000000 Penalty: 5637.232422
	Iteration 27Q: 3 clusters Score -1.176749e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84642 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -11767519.000000 Penalty: 5637.232422
	Iteration 28Q: 3 clusters Score -1.176752e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84735 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -11767555.000000 Penalty: 5637.232422
	Iteration 29Q: 3 clusters Score -1.176756e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84824 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -11767608.000000 Penalty: 5637.232422
	Iteration 30Q: 3 clusters Score -1.176761e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84910 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -11767638.000000 Penalty: 5637.232422
	Iteration 31Q: 3 clusters Score -1.176764e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -11767647.000000 Penalty: 5637.232422
	Iteration 32Q: 3 clusters Score -1.176765e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85017 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -11767684.000000 Penalty: 5637.232422
	Iteration 33Q: 3 clusters Score -1.176768e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -11767709.000000 Penalty: 5637.232422
	Iteration 34Q: 3 clusters Score -1.176771e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85072 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -11767742.000000 Penalty: 5637.232422
	Iteration 35Q: 3 clusters Score -1.176774e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85099 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -11767762.000000 Penalty: 5637.232422
	Iteration 36Q: 3 clusters Score -1.176776e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85116 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -11767760.000000 Penalty: 5637.232422
	Iteration 37Q: 3 clusters Score -1.176776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85133 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -11767777.000000 Penalty: 5637.232422
	Iteration 38Q: 3 clusters Score -1.176778e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85150 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -11767783.000000 Penalty: 5637.232422
	Iteration 39Q: 3 clusters Score -1.176778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85159 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -11767785.000000 Penalty: 5637.232422
	Iteration 40F: 3 clusters Score -1.176778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85166 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -11767804.000000 Penalty: 5637.232422
	Iteration 41Q: 3 clusters Score -1.17678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -11767808.000000 Penalty: 5637.232422
	Iteration 42Q: 3 clusters Score -1.176781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85173 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -11767808.000000 Penalty: 5637.232422
	Iteration 43Q: 3 clusters Score -1.176781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85179 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -11767802.000000 Penalty: 5637.232422
	Iteration 44Q: 3 clusters Score -1.17678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -11767808.000000 Penalty: 5637.232422
	Iteration 45Q: 3 clusters Score -1.176781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85190 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -11767811.000000 Penalty: 5637.232422
	Iteration 46Q: 3 clusters Score -1.176781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85193 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -11767812.000000 Penalty: 5637.232422
	Iteration 47Q: 3 clusters Score -1.176781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85194 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -11767818.000000 Penalty: 5637.232422
	Iteration 48Q: 3 clusters Score -1.176782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85203 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11767821.000000 Penalty: 5637.232422
	Iteration 49Q: 3 clusters Score -1.176782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85208 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -11767820.000000 Penalty: 5637.232422
	Iteration 50Q: 3 clusters Score -1.176782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85211 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -11767836.000000 Penalty: 5637.232422
	Iteration 51Q: 3 clusters Score -1.176784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85225 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -11767848.000000 Penalty: 5637.232422
	Iteration 52Q: 3 clusters Score -1.176785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85233 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -11767850.000000 Penalty: 5637.232422
	Iteration 53Q: 3 clusters Score -1.176785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85243 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -11767849.000000 Penalty: 5637.232422
	Iteration 54Q: 3 clusters Score -1.176785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85247 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -11767846.000000 Penalty: 5637.232422
	Iteration 55Q: 3 clusters Score -1.176785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85256 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -11767849.000000 Penalty: 5637.232422
	Iteration 56Q: 3 clusters Score -1.176785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85261 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -11767855.000000 Penalty: 5637.232422
	Iteration 57Q: 3 clusters Score -1.176786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85267 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -11767853.000000 Penalty: 5637.232422
	Iteration 58Q: 3 clusters Score -1.176785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85269 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -11767857.000000 Penalty: 5637.232422
	Iteration 59Q: 3 clusters Score -1.176786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85269 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -11767857.000000 Penalty: 5637.232422
	Iteration 60F: 3 clusters Score -1.176786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Entering Unmasked Estep 
Score: -1076902.500000 Penalty: 2227.862061
	Iteration 0F: 2 clusters Score -1076902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1070524.625000 Penalty: 4455.724121
	Iteration 0F: 3 clusters Score -1070525 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1072251.375000 Penalty: 4455.724121
	Iteration 1F: 3 clusters Score -1072251 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1072539.875000 Penalty: 4455.724121
	Iteration 2F: 3 clusters Score -1072540 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1072727.000000 Penalty: 4455.724121
	Iteration 3F: 3 clusters Score -1072727 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1072856.625000 Penalty: 4455.724121
	Iteration 4Q: 3 clusters Score -1072857 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1072949.000000 Penalty: 4455.724121
	Iteration 5Q: 3 clusters Score -1072949 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1073021.750000 Penalty: 4455.724121
	Iteration 6Q: 3 clusters Score -1073022 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1073092.625000 Penalty: 4455.724121
	Iteration 7Q: 3 clusters Score -1073093 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1073177.125000 Penalty: 4455.724121
	Iteration 8Q: 3 clusters Score -1073177 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1073250.500000 Penalty: 4455.724121
	Iteration 9Q: 3 clusters Score -1073250 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1073320.625000 Penalty: 4455.724121
	Iteration 10Q: 3 clusters Score -1073321 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1073398.500000 Penalty: 4455.724121
	Iteration 11Q: 3 clusters Score -1073398 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1073467.625000 Penalty: 4455.724121
	Iteration 12Q: 3 clusters Score -1073468 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1073544.375000 Penalty: 4455.724121
	Iteration 13Q: 3 clusters Score -1073544 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1073617.375000 Penalty: 4455.724121
	Iteration 14Q: 3 clusters Score -1073617 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1073699.875000 Penalty: 4455.724121
	Iteration 15Q: 3 clusters Score -1073700 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1073796.875000 Penalty: 4455.724121
	Iteration 16Q: 3 clusters Score -1073797 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1073881.375000 Penalty: 4455.724121
	Iteration 17Q: 3 clusters Score -1073881 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1073980.250000 Penalty: 4455.724121
	Iteration 18Q: 3 clusters Score -1073980 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1074100.000000 Penalty: 4455.724121
	Iteration 19Q: 3 clusters Score -1074100 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1074205.000000 Penalty: 4455.724121
	Iteration 20F: 3 clusters Score -1074205 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1074303.375000 Penalty: 4455.724121
	Iteration 21Q: 3 clusters Score -1074303 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1074391.375000 Penalty: 4455.724121
	Iteration 22Q: 3 clusters Score -1074391 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1074484.750000 Penalty: 4455.724121
	Iteration 23Q: 3 clusters Score -1074485 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1074578.500000 Penalty: 4455.724121
	Iteration 24Q: 3 clusters Score -1074578 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1074663.125000 Penalty: 4455.724121
	Iteration 25Q: 3 clusters Score -1074663 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1074750.250000 Penalty: 4455.724121
	Iteration 26Q: 3 clusters Score -1074750 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1074824.250000 Penalty: 4455.724121
	Iteration 27Q: 3 clusters Score -1074824 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1074882.625000 Penalty: 4455.724121
	Iteration 28Q: 3 clusters Score -1074883 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1074915.000000 Penalty: 4455.724121
	Iteration 29Q: 3 clusters Score -1074915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1074935.375000 Penalty: 4455.724121
	Iteration 30Q: 3 clusters Score -1074935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1074945.250000 Penalty: 4455.724121
	Iteration 31Q: 3 clusters Score -1074945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1074948.625000 Penalty: 4455.724121
	Iteration 32Q: 3 clusters Score -1074949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1074954.750000 Penalty: 4455.724121
	Iteration 33Q: 3 clusters Score -1074955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1074965.125000 Penalty: 4455.724121
	Iteration 34Q: 3 clusters Score -1074965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1074968.625000 Penalty: 4455.724121
	Iteration 35Q: 3 clusters Score -1074969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1074978.625000 Penalty: 4455.724121
	Iteration 36Q: 3 clusters Score -1074979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1074983.750000 Penalty: 4455.724121
	Iteration 37Q: 3 clusters Score -1074984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1074986.000000 Penalty: 4455.724121
	Iteration 38Q: 3 clusters Score -1074986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1074988.875000 Penalty: 4455.724121
	Iteration 39Q: 3 clusters Score -1074989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1074990.625000 Penalty: 4455.724121
	Iteration 40F: 3 clusters Score -1074991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1074995.000000 Penalty: 4455.724121
	Iteration 41Q: 3 clusters Score -1074995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1075001.375000 Penalty: 4455.724121
	Iteration 42Q: 3 clusters Score -1075001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1075006.000000 Penalty: 4455.724121
	Iteration 43Q: 3 clusters Score -1075006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1075011.375000 Penalty: 4455.724121
	Iteration 44Q: 3 clusters Score -1075011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1075016.125000 Penalty: 4455.724121
	Iteration 45Q: 3 clusters Score -1075016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1075022.000000 Penalty: 4455.724121
	Iteration 46Q: 3 clusters Score -1075022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1075026.500000 Penalty: 4455.724121
	Iteration 47Q: 3 clusters Score -1075026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1075032.500000 Penalty: 4455.724121
	Iteration 48Q: 3 clusters Score -1075032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1075037.750000 Penalty: 4455.724121
	Iteration 49Q: 3 clusters Score -1075038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1075043.125000 Penalty: 4455.724121
	Iteration 50Q: 3 clusters Score -1075043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1075049.250000 Penalty: 4455.724121
	Iteration 51Q: 3 clusters Score -1075049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1075052.250000 Penalty: 4455.724121
	Iteration 52Q: 3 clusters Score -1075052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1075055.000000 Penalty: 4455.724121
	Iteration 53Q: 3 clusters Score -1075055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1075058.250000 Penalty: 4455.724121
	Iteration 54Q: 3 clusters Score -1075058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1075058.250000 Penalty: 4455.724121
	Iteration 55Q: 3 clusters Score -1075058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1075059.625000 Penalty: 4455.724121
	Iteration 56Q: 3 clusters Score -1075060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1075062.875000 Penalty: 4455.724121
	Iteration 57Q: 3 clusters Score -1075063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1075064.250000 Penalty: 4455.724121
	Iteration 58Q: 3 clusters Score -1075064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1075067.875000 Penalty: 4455.724121
	Iteration 59Q: 3 clusters Score -1075068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1075070.875000 Penalty: 4455.724121
	Iteration 60F: 3 clusters Score -1075071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1075077.125000 Penalty: 4455.724121
	Iteration 61Q: 3 clusters Score -1075077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1075083.125000 Penalty: 4455.724121
	Iteration 62Q: 3 clusters Score -1075083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1075085.500000 Penalty: 4455.724121
	Iteration 63Q: 3 clusters Score -1075086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1075088.000000 Penalty: 4455.724121
	Iteration 64Q: 3 clusters Score -1075088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1075087.375000 Penalty: 4455.724121
	Iteration 65Q: 3 clusters Score -1075087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1075087.375000 Penalty: 4455.724121
	Iteration 66F: 3 clusters Score -1075087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (167250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167250 members 
Entering Unmasked Estep 
Score: -22857168.000000 Penalty: 2982.756592
	Iteration 0F: 2 clusters Score -2.285717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 2 contains 83666 members 
Entering Unmasked Estep 
Score: -22744664.000000 Penalty: 5965.513184
	Iteration 0F: 3 clusters Score -2.274466e+07 nChanged 80202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82010 members 
Mstep: Class 2 contains 85240 members 
Entering Unmasked Estep 
Score: -22791810.000000 Penalty: 5965.513184
	Iteration 1F: 3 clusters Score -2.279181e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80932 members 
Mstep: Class 2 contains 86318 members 
Entering Unmasked Estep 
Score: -22792926.000000 Penalty: 5965.513184
	Iteration 2Q: 3 clusters Score -2.279293e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79384 members 
Mstep: Class 2 contains 87866 members 
Entering Unmasked Estep 
Score: -22794326.000000 Penalty: 5965.513184
	Iteration 3Q: 3 clusters Score -2.279433e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77180 members 
Mstep: Class 2 contains 90070 members 
Entering Unmasked Estep 
Score: -22795900.000000 Penalty: 5965.513184
	Iteration 4Q: 3 clusters Score -2.27959e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73956 members 
Mstep: Class 2 contains 93294 members 
Entering Unmasked Estep 
Score: -22797970.000000 Penalty: 5965.513184
	Iteration 5Q: 3 clusters Score -2.279797e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69589 members 
Mstep: Class 2 contains 97661 members 
Entering Unmasked Estep 
Score: -22801090.000000 Penalty: 5965.513184
	Iteration 6Q: 3 clusters Score -2.280109e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 103320 members 
Entering Unmasked Estep 
Score: -22805448.000000 Penalty: 5965.513184
	Iteration 7Q: 3 clusters Score -2.280545e+07 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 110088 members 
Entering Unmasked Estep 
Score: -22811706.000000 Penalty: 5965.513184
	Iteration 8F: 3 clusters Score -2.281171e+07 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 117386 members 
Entering Unmasked Estep 
Score: -22818800.000000 Penalty: 5965.513184
	Iteration 9F: 3 clusters Score -2.28188e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 124016 members 
Entering Unmasked Estep 
Score: -22825542.000000 Penalty: 5965.513184
	Iteration 10F: 3 clusters Score -2.282554e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 129264 members 
Entering Unmasked Estep 
Score: -22830506.000000 Penalty: 5965.513184
	Iteration 11Q: 3 clusters Score -2.283051e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 133524 members 
Entering Unmasked Estep 
Score: -22833786.000000 Penalty: 5965.513184
	Iteration 12Q: 3 clusters Score -2.283379e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 137305 members 
Entering Unmasked Estep 
Score: -22836156.000000 Penalty: 5965.513184
	Iteration 13Q: 3 clusters Score -2.283616e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 141066 members 
Entering Unmasked Estep 
Score: -22838064.000000 Penalty: 5965.513184
	Iteration 14Q: 3 clusters Score -2.283806e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 144698 members 
Entering Unmasked Estep 
Score: -22839990.000000 Penalty: 5965.513184
	Iteration 15Q: 3 clusters Score -2.283999e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 148260 members 
Entering Unmasked Estep 
Score: -22841950.000000 Penalty: 5965.513184
	Iteration 16Q: 3 clusters Score -2.284195e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 151566 members 
Entering Unmasked Estep 
Score: -22844020.000000 Penalty: 5965.513184
	Iteration 17Q: 3 clusters Score -2.284402e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 154634 members 
Entering Unmasked Estep 
Score: -22845876.000000 Penalty: 5965.513184
	Iteration 18Q: 3 clusters Score -2.284588e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 157439 members 
Entering Unmasked Estep 
Score: -22847606.000000 Penalty: 5965.513184
	Iteration 19Q: 3 clusters Score -2.284761e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 159822 members 
Entering Unmasked Estep 
Score: -22849182.000000 Penalty: 5965.513184
	Iteration 20F: 3 clusters Score -2.284918e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 161819 members 
Entering Unmasked Estep 
Score: -22850708.000000 Penalty: 5965.513184
	Iteration 21Q: 3 clusters Score -2.285071e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 163425 members 
Entering Unmasked Estep 
Score: -22851920.000000 Penalty: 5965.513184
	Iteration 22Q: 3 clusters Score -2.285192e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 164674 members 
Entering Unmasked Estep 
Score: -22852942.000000 Penalty: 5965.513184
	Iteration 23Q: 3 clusters Score -2.285294e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 165493 members 
Entering Unmasked Estep 
Score: -22853546.000000 Penalty: 5965.513184
	Iteration 24Q: 3 clusters Score -2.285355e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 166026 members 
Entering Unmasked Estep 
Score: -22853928.000000 Penalty: 5965.513184
	Iteration 25Q: 3 clusters Score -2.285393e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 166331 members 
Entering Unmasked Estep 
Score: -22854130.000000 Penalty: 5965.513184
	Iteration 26Q: 3 clusters Score -2.285413e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 166514 members 
Entering Unmasked Estep 
Score: -22854258.000000 Penalty: 5965.513184
	Iteration 27Q: 3 clusters Score -2.285426e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 166619 members 
Entering Unmasked Estep 
Score: -22854340.000000 Penalty: 5965.513184
	Iteration 28Q: 3 clusters Score -2.285434e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 166687 members 
Entering Unmasked Estep 
Score: -22854382.000000 Penalty: 5965.513184
	Iteration 29Q: 3 clusters Score -2.285438e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 166745 members 
Entering Unmasked Estep 
Score: -22854448.000000 Penalty: 5965.513184
	Iteration 30Q: 3 clusters Score -2.285445e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 166782 members 
Entering Unmasked Estep 
Score: -22854478.000000 Penalty: 5965.513184
	Iteration 31Q: 3 clusters Score -2.285448e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 166798 members 
Entering Unmasked Estep 
Score: -22854508.000000 Penalty: 5965.513184
	Iteration 32Q: 3 clusters Score -2.285451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 166812 members 
Entering Unmasked Estep 
Score: -22854496.000000 Penalty: 5965.513184
	Iteration 33Q: 3 clusters Score -2.28545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 166822 members 
Entering Unmasked Estep 
Score: -22854524.000000 Penalty: 5965.513184
	Iteration 34Q: 3 clusters Score -2.285452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 166833 members 
Entering Unmasked Estep 
Score: -22854570.000000 Penalty: 5965.513184
	Iteration 35Q: 3 clusters Score -2.285457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 166844 members 
Entering Unmasked Estep 
Score: -22854578.000000 Penalty: 5965.513184
	Iteration 36Q: 3 clusters Score -2.285458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 166853 members 
Entering Unmasked Estep 
Score: -22854580.000000 Penalty: 5965.513184
	Iteration 37Q: 3 clusters Score -2.285458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 166859 members 
Entering Unmasked Estep 
Score: -22854592.000000 Penalty: 5965.513184
	Iteration 38Q: 3 clusters Score -2.285459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 166860 members 
Entering Unmasked Estep 
Score: -22854598.000000 Penalty: 5965.513184
	Iteration 39Q: 3 clusters Score -2.28546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 166861 members 
Entering Unmasked Estep 
Score: -22854594.000000 Penalty: 5965.513184
	Iteration 40F: 3 clusters Score -2.285459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 166862 members 
Entering Unmasked Estep 
Score: -22854608.000000 Penalty: 5965.513184
	Iteration 41Q: 3 clusters Score -2.285461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 166862 members 
Entering Unmasked Estep 
Score: -22854606.000000 Penalty: 5965.513184
	Iteration 42Q: 3 clusters Score -2.285461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 166864 members 
Entering Unmasked Estep 
Score: -22854604.000000 Penalty: 5965.513184
	Iteration 43Q: 3 clusters Score -2.28546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 166864 members 
Entering Unmasked Estep 
Score: -22854604.000000 Penalty: 5965.513184
	Iteration 44F: 3 clusters Score -2.28546e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -452070.968750 Penalty: 2047.058594
	Iteration 0F: 2 clusters Score -452071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -448283.343750 Penalty: 4094.117188
	Iteration 0F: 3 clusters Score -448283.3 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -449185.812500 Penalty: 4094.117188
	Iteration 1F: 3 clusters Score -449185.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -449500.781250 Penalty: 4094.117188
	Iteration 2F: 3 clusters Score -449500.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -449763.281250 Penalty: 4094.117188
	Iteration 3F: 3 clusters Score -449763.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -449966.718750 Penalty: 4094.117188
	Iteration 4F: 3 clusters Score -449966.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -450109.750000 Penalty: 4094.117188
	Iteration 5Q: 3 clusters Score -450109.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -450232.125000 Penalty: 4094.117188
	Iteration 6Q: 3 clusters Score -450232.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -450353.812500 Penalty: 4094.117188
	Iteration 7Q: 3 clusters Score -450353.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -450441.062500 Penalty: 4094.117188
	Iteration 8Q: 3 clusters Score -450441.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -450507.625000 Penalty: 4094.117188
	Iteration 9Q: 3 clusters Score -450507.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -450565.812500 Penalty: 4094.117188
	Iteration 10Q: 3 clusters Score -450565.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -450613.343750 Penalty: 4094.117188
	Iteration 11Q: 3 clusters Score -450613.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -450648.593750 Penalty: 4094.117188
	Iteration 12Q: 3 clusters Score -450648.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -450688.000000 Penalty: 4094.117188
	Iteration 13Q: 3 clusters Score -450688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -450716.281250 Penalty: 4094.117188
	Iteration 14Q: 3 clusters Score -450716.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -450738.500000 Penalty: 4094.117188
	Iteration 15Q: 3 clusters Score -450738.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -450757.375000 Penalty: 4094.117188
	Iteration 16Q: 3 clusters Score -450757.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -450771.312500 Penalty: 4094.117188
	Iteration 17Q: 3 clusters Score -450771.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -450781.187500 Penalty: 4094.117188
	Iteration 18Q: 3 clusters Score -450781.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -450786.125000 Penalty: 4094.117188
	Iteration 19Q: 3 clusters Score -450786.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -450789.812500 Penalty: 4094.117188
	Iteration 20F: 3 clusters Score -450789.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -450794.250000 Penalty: 4094.117188
	Iteration 21Q: 3 clusters Score -450794.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -450797.000000 Penalty: 4094.117188
	Iteration 22Q: 3 clusters Score -450797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -450800.500000 Penalty: 4094.117188
	Iteration 23Q: 3 clusters Score -450800.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -450802.531250 Penalty: 4094.117188
	Iteration 24Q: 3 clusters Score -450802.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -450805.531250 Penalty: 4094.117188
	Iteration 25Q: 3 clusters Score -450805.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -450812.156250 Penalty: 4094.117188
	Iteration 26Q: 3 clusters Score -450812.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -450823.468750 Penalty: 4094.117188
	Iteration 27Q: 3 clusters Score -450823.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -450831.156250 Penalty: 4094.117188
	Iteration 28Q: 3 clusters Score -450831.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -450837.406250 Penalty: 4094.117188
	Iteration 29Q: 3 clusters Score -450837.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -450846.718750 Penalty: 4094.117188
	Iteration 30Q: 3 clusters Score -450846.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -450854.562500 Penalty: 4094.117188
	Iteration 31Q: 3 clusters Score -450854.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -450861.500000 Penalty: 4094.117188
	Iteration 32Q: 3 clusters Score -450861.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -450862.937500 Penalty: 4094.117188
	Iteration 33Q: 3 clusters Score -450862.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -450866.062500 Penalty: 4094.117188
	Iteration 34Q: 3 clusters Score -450866.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -450871.656250 Penalty: 4094.117188
	Iteration 35Q: 3 clusters Score -450871.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -450876.687500 Penalty: 4094.117188
	Iteration 36Q: 3 clusters Score -450876.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -450881.812500 Penalty: 4094.117188
	Iteration 37Q: 3 clusters Score -450881.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -450887.281250 Penalty: 4094.117188
	Iteration 38Q: 3 clusters Score -450887.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -450896.687500 Penalty: 4094.117188
	Iteration 39Q: 3 clusters Score -450896.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -450902.250000 Penalty: 4094.117188
	Iteration 40F: 3 clusters Score -450902.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -450903.781250 Penalty: 4094.117188
	Iteration 41Q: 3 clusters Score -450903.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -450913.656250 Penalty: 4094.117188
	Iteration 42Q: 3 clusters Score -450913.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -450921.312500 Penalty: 4094.117188
	Iteration 43Q: 3 clusters Score -450921.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -450927.281250 Penalty: 4094.117188
	Iteration 44Q: 3 clusters Score -450927.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -450928.500000 Penalty: 4094.117188
	Iteration 45Q: 3 clusters Score -450928.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -450933.093750 Penalty: 4094.117188
	Iteration 46Q: 3 clusters Score -450933.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -450940.625000 Penalty: 4094.117188
	Iteration 47Q: 3 clusters Score -450940.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -450942.906250 Penalty: 4094.117188
	Iteration 48Q: 3 clusters Score -450942.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -450945.031250 Penalty: 4094.117188
	Iteration 49Q: 3 clusters Score -450945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -450945.593750 Penalty: 4094.117188
	Iteration 50Q: 3 clusters Score -450945.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -450945.468750 Penalty: 4094.117188
	Iteration 51Q: 3 clusters Score -450945.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -450945.468750 Penalty: 4094.117188
	Iteration 52F: 3 clusters Score -450945.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Entering Unmasked Estep 
Score: -819721.312500 Penalty: 2171.501221
	Iteration 0F: 2 clusters Score -819721.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -814309.812500 Penalty: 4343.002441
	Iteration 0F: 3 clusters Score -814309.8 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -815697.562500 Penalty: 4343.002441
	Iteration 1F: 3 clusters Score -815697.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -815982.000000 Penalty: 4343.002441
	Iteration 2F: 3 clusters Score -815982 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -816178.812500 Penalty: 4343.002441
	Iteration 3F: 3 clusters Score -816178.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -816323.812500 Penalty: 4343.002441
	Iteration 4Q: 3 clusters Score -816323.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -816431.437500 Penalty: 4343.002441
	Iteration 5Q: 3 clusters Score -816431.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -816530.062500 Penalty: 4343.002441
	Iteration 6Q: 3 clusters Score -816530.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -816625.250000 Penalty: 4343.002441
	Iteration 7Q: 3 clusters Score -816625.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -816726.312500 Penalty: 4343.002441
	Iteration 8Q: 3 clusters Score -816726.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -816832.937500 Penalty: 4343.002441
	Iteration 9Q: 3 clusters Score -816832.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -816973.562500 Penalty: 4343.002441
	Iteration 10Q: 3 clusters Score -816973.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -817118.125000 Penalty: 4343.002441
	Iteration 11Q: 3 clusters Score -817118.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -817249.625000 Penalty: 4343.002441
	Iteration 12Q: 3 clusters Score -817249.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -817354.812500 Penalty: 4343.002441
	Iteration 13Q: 3 clusters Score -817354.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -817432.562500 Penalty: 4343.002441
	Iteration 14Q: 3 clusters Score -817432.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -817496.937500 Penalty: 4343.002441
	Iteration 15Q: 3 clusters Score -817496.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -817541.687500 Penalty: 4343.002441
	Iteration 16Q: 3 clusters Score -817541.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -817591.312500 Penalty: 4343.002441
	Iteration 17Q: 3 clusters Score -817591.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -817630.875000 Penalty: 4343.002441
	Iteration 18Q: 3 clusters Score -817630.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -817661.937500 Penalty: 4343.002441
	Iteration 19Q: 3 clusters Score -817661.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -817688.562500 Penalty: 4343.002441
	Iteration 20F: 3 clusters Score -817688.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -817717.062500 Penalty: 4343.002441
	Iteration 21Q: 3 clusters Score -817717.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -817741.187500 Penalty: 4343.002441
	Iteration 22Q: 3 clusters Score -817741.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -817760.812500 Penalty: 4343.002441
	Iteration 23Q: 3 clusters Score -817760.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -817778.625000 Penalty: 4343.002441
	Iteration 24Q: 3 clusters Score -817778.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -817793.937500 Penalty: 4343.002441
	Iteration 25Q: 3 clusters Score -817793.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -817810.937500 Penalty: 4343.002441
	Iteration 26Q: 3 clusters Score -817810.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -817831.750000 Penalty: 4343.002441
	Iteration 27Q: 3 clusters Score -817831.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -817848.812500 Penalty: 4343.002441
	Iteration 28Q: 3 clusters Score -817848.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -817860.437500 Penalty: 4343.002441
	Iteration 29Q: 3 clusters Score -817860.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -817864.750000 Penalty: 4343.002441
	Iteration 30Q: 3 clusters Score -817864.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -817873.812500 Penalty: 4343.002441
	Iteration 31Q: 3 clusters Score -817873.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -817879.812500 Penalty: 4343.002441
	Iteration 32Q: 3 clusters Score -817879.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -817886.625000 Penalty: 4343.002441
	Iteration 33Q: 3 clusters Score -817886.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -817893.375000 Penalty: 4343.002441
	Iteration 34Q: 3 clusters Score -817893.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -817897.000000 Penalty: 4343.002441
	Iteration 35Q: 3 clusters Score -817897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -817902.312500 Penalty: 4343.002441
	Iteration 36Q: 3 clusters Score -817902.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -817907.375000 Penalty: 4343.002441
	Iteration 37Q: 3 clusters Score -817907.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -817912.687500 Penalty: 4343.002441
	Iteration 38Q: 3 clusters Score -817912.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -817917.000000 Penalty: 4343.002441
	Iteration 39Q: 3 clusters Score -817917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -817918.687500 Penalty: 4343.002441
	Iteration 40F: 3 clusters Score -817918.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -817923.562500 Penalty: 4343.002441
	Iteration 41Q: 3 clusters Score -817923.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -817925.375000 Penalty: 4343.002441
	Iteration 42Q: 3 clusters Score -817925.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -817926.875000 Penalty: 4343.002441
	Iteration 43Q: 3 clusters Score -817926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -817927.687500 Penalty: 4343.002441
	Iteration 44Q: 3 clusters Score -817927.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -817929.000000 Penalty: 4343.002441
	Iteration 45Q: 3 clusters Score -817929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -817930.375000 Penalty: 4343.002441
	Iteration 46Q: 3 clusters Score -817930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -817928.250000 Penalty: 4343.002441
	Iteration 47Q: 3 clusters Score -817928.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -817928.250000 Penalty: 4343.002441
	Iteration 48F: 3 clusters Score -817928.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Entering Unmasked Estep 
Score: -1746783.125000 Penalty: 2361.421631
	Iteration 0F: 2 clusters Score -1746783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1736823.875000 Penalty: 4722.843262
	Iteration 0F: 3 clusters Score -1736824 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1740147.750000 Penalty: 4722.843262
	Iteration 1F: 3 clusters Score -1740148 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1740990.375000 Penalty: 4722.843262
	Iteration 2F: 3 clusters Score -1740990 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1741706.375000 Penalty: 4722.843262
	Iteration 3F: 3 clusters Score -1741706 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1742313.625000 Penalty: 4722.843262
	Iteration 4F: 3 clusters Score -1742314 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1742895.125000 Penalty: 4722.843262
	Iteration 5F: 3 clusters Score -1742895 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1743559.500000 Penalty: 4722.843262
	Iteration 6F: 3 clusters Score -1743560 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1744334.625000 Penalty: 4722.843262
	Iteration 7F: 3 clusters Score -1744335 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1745088.500000 Penalty: 4722.843262
	Iteration 8F: 3 clusters Score -1745088 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1745644.125000 Penalty: 4722.843262
	Iteration 9Q: 3 clusters Score -1745644 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1745970.375000 Penalty: 4722.843262
	Iteration 10Q: 3 clusters Score -1745970 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1746138.875000 Penalty: 4722.843262
	Iteration 11Q: 3 clusters Score -1746139 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1746254.875000 Penalty: 4722.843262
	Iteration 12Q: 3 clusters Score -1746255 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1746325.625000 Penalty: 4722.843262
	Iteration 13Q: 3 clusters Score -1746326 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1746378.750000 Penalty: 4722.843262
	Iteration 14Q: 3 clusters Score -1746379 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1746394.375000 Penalty: 4722.843262
	Iteration 15Q: 3 clusters Score -1746394 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1746406.875000 Penalty: 4722.843262
	Iteration 16Q: 3 clusters Score -1746407 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1746420.625000 Penalty: 4722.843262
	Iteration 17Q: 3 clusters Score -1746421 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1746423.000000 Penalty: 4722.843262
	Iteration 18Q: 3 clusters Score -1746423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1746428.000000 Penalty: 4722.843262
	Iteration 19Q: 3 clusters Score -1746428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1746431.750000 Penalty: 4722.843262
	Iteration 20F: 3 clusters Score -1746432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1746437.250000 Penalty: 4722.843262
	Iteration 21Q: 3 clusters Score -1746437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1746435.375000 Penalty: 4722.843262
	Iteration 22Q: 3 clusters Score -1746435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1746436.625000 Penalty: 4722.843262
	Iteration 23Q: 3 clusters Score -1746437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1746439.250000 Penalty: 4722.843262
	Iteration 24Q: 3 clusters Score -1746439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1746439.875000 Penalty: 4722.843262
	Iteration 25Q: 3 clusters Score -1746440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1746443.625000 Penalty: 4722.843262
	Iteration 26Q: 3 clusters Score -1746444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1746439.500000 Penalty: 4722.843262
	Iteration 27Q: 3 clusters Score -1746440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1746440.250000 Penalty: 4722.843262
	Iteration 28Q: 3 clusters Score -1746440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1746442.125000 Penalty: 4722.843262
	Iteration 29Q: 3 clusters Score -1746442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1746440.875000 Penalty: 4722.843262
	Iteration 30Q: 3 clusters Score -1746441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1746440.875000 Penalty: 4722.843262
	Iteration 31F: 3 clusters Score -1746441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Entering Unmasked Estep 
Score: -996278.250000 Penalty: 2233.492676
	Iteration 0F: 2 clusters Score -996278.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -989840.000000 Penalty: 4466.985352
	Iteration 0F: 3 clusters Score -989840 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -991945.625000 Penalty: 4466.985352
	Iteration 1F: 3 clusters Score -991945.6 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -992712.750000 Penalty: 4466.985352
	Iteration 2F: 3 clusters Score -992712.8 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -993366.312500 Penalty: 4466.985352
	Iteration 3F: 3 clusters Score -993366.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -993853.375000 Penalty: 4466.985352
	Iteration 4F: 3 clusters Score -993853.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -994168.125000 Penalty: 4466.985352
	Iteration 5F: 3 clusters Score -994168.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -994393.625000 Penalty: 4466.985352
	Iteration 6Q: 3 clusters Score -994393.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -994561.187500 Penalty: 4466.985352
	Iteration 7Q: 3 clusters Score -994561.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -994704.000000 Penalty: 4466.985352
	Iteration 8Q: 3 clusters Score -994704 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -994826.500000 Penalty: 4466.985352
	Iteration 9Q: 3 clusters Score -994826.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -994932.375000 Penalty: 4466.985352
	Iteration 10Q: 3 clusters Score -994932.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -995035.062500 Penalty: 4466.985352
	Iteration 11Q: 3 clusters Score -995035.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -995133.125000 Penalty: 4466.985352
	Iteration 12Q: 3 clusters Score -995133.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -995218.562500 Penalty: 4466.985352
	Iteration 13Q: 3 clusters Score -995218.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -995293.625000 Penalty: 4466.985352
	Iteration 14Q: 3 clusters Score -995293.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -995362.750000 Penalty: 4466.985352
	Iteration 15Q: 3 clusters Score -995362.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -995413.687500 Penalty: 4466.985352
	Iteration 16Q: 3 clusters Score -995413.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -995443.562500 Penalty: 4466.985352
	Iteration 17Q: 3 clusters Score -995443.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -995468.187500 Penalty: 4466.985352
	Iteration 18Q: 3 clusters Score -995468.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -995484.312500 Penalty: 4466.985352
	Iteration 19Q: 3 clusters Score -995484.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -995501.437500 Penalty: 4466.985352
	Iteration 20F: 3 clusters Score -995501.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -995514.937500 Penalty: 4466.985352
	Iteration 21Q: 3 clusters Score -995514.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -995528.812500 Penalty: 4466.985352
	Iteration 22Q: 3 clusters Score -995528.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -995544.812500 Penalty: 4466.985352
	Iteration 23Q: 3 clusters Score -995544.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -995554.125000 Penalty: 4466.985352
	Iteration 24Q: 3 clusters Score -995554.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -995563.437500 Penalty: 4466.985352
	Iteration 25Q: 3 clusters Score -995563.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -995573.437500 Penalty: 4466.985352
	Iteration 26Q: 3 clusters Score -995573.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -995579.062500 Penalty: 4466.985352
	Iteration 27Q: 3 clusters Score -995579.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -995585.000000 Penalty: 4466.985352
	Iteration 28Q: 3 clusters Score -995585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -995590.062500 Penalty: 4466.985352
	Iteration 29Q: 3 clusters Score -995590.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -995592.312500 Penalty: 4466.985352
	Iteration 30Q: 3 clusters Score -995592.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -995595.125000 Penalty: 4466.985352
	Iteration 31Q: 3 clusters Score -995595.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -995597.562500 Penalty: 4466.985352
	Iteration 32Q: 3 clusters Score -995597.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -995599.937500 Penalty: 4466.985352
	Iteration 33Q: 3 clusters Score -995599.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -995598.750000 Penalty: 4466.985352
	Iteration 34Q: 3 clusters Score -995598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -995600.437500 Penalty: 4466.985352
	Iteration 35Q: 3 clusters Score -995600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -995601.062500 Penalty: 4466.985352
	Iteration 36Q: 3 clusters Score -995601.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -995601.187500 Penalty: 4466.985352
	Iteration 37Q: 3 clusters Score -995601.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -995602.500000 Penalty: 4466.985352
	Iteration 38Q: 3 clusters Score -995602.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -995603.062500 Penalty: 4466.985352
	Iteration 39Q: 3 clusters Score -995603.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -995602.125000 Penalty: 4466.985352
	Iteration 40F: 3 clusters Score -995602.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -995602.062500 Penalty: 4466.985352
	Iteration 41Q: 3 clusters Score -995602.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -995603.812500 Penalty: 4466.985352
	Iteration 42Q: 3 clusters Score -995603.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -995603.812500 Penalty: 4466.985352
	Iteration 43F: 3 clusters Score -995603.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Entering Unmasked Estep 
Score: -1560097.000000 Penalty: 2317.463135
	Iteration 0F: 2 clusters Score -1560097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1551480.000000 Penalty: 4634.926270
	Iteration 0F: 3 clusters Score -1551480 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1554193.375000 Penalty: 4634.926270
	Iteration 1F: 3 clusters Score -1554193 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1554703.500000 Penalty: 4634.926270
	Iteration 2F: 3 clusters Score -1554704 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1555187.250000 Penalty: 4634.926270
	Iteration 3F: 3 clusters Score -1555187 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1555631.250000 Penalty: 4634.926270
	Iteration 4F: 3 clusters Score -1555631 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1556035.250000 Penalty: 4634.926270
	Iteration 5F: 3 clusters Score -1556035 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1556429.625000 Penalty: 4634.926270
	Iteration 6F: 3 clusters Score -1556430 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1556793.125000 Penalty: 4634.926270
	Iteration 7Q: 3 clusters Score -1556793 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1557104.625000 Penalty: 4634.926270
	Iteration 8Q: 3 clusters Score -1557105 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1557402.375000 Penalty: 4634.926270
	Iteration 9Q: 3 clusters Score -1557402 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1557658.875000 Penalty: 4634.926270
	Iteration 10Q: 3 clusters Score -1557659 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1557896.250000 Penalty: 4634.926270
	Iteration 11Q: 3 clusters Score -1557896 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1558083.375000 Penalty: 4634.926270
	Iteration 12Q: 3 clusters Score -1558083 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1558225.750000 Penalty: 4634.926270
	Iteration 13Q: 3 clusters Score -1558226 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1558323.000000 Penalty: 4634.926270
	Iteration 14Q: 3 clusters Score -1558323 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1558400.875000 Penalty: 4634.926270
	Iteration 15Q: 3 clusters Score -1558401 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1558454.250000 Penalty: 4634.926270
	Iteration 16Q: 3 clusters Score -1558454 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1558508.375000 Penalty: 4634.926270
	Iteration 17Q: 3 clusters Score -1558508 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1558551.625000 Penalty: 4634.926270
	Iteration 18Q: 3 clusters Score -1558552 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1558579.375000 Penalty: 4634.926270
	Iteration 19Q: 3 clusters Score -1558579 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1558598.250000 Penalty: 4634.926270
	Iteration 20F: 3 clusters Score -1558598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1558607.500000 Penalty: 4634.926270
	Iteration 21Q: 3 clusters Score -1558608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1558623.250000 Penalty: 4634.926270
	Iteration 22Q: 3 clusters Score -1558623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1558637.250000 Penalty: 4634.926270
	Iteration 23Q: 3 clusters Score -1558637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1558645.125000 Penalty: 4634.926270
	Iteration 24Q: 3 clusters Score -1558645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1558648.000000 Penalty: 4634.926270
	Iteration 25Q: 3 clusters Score -1558648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1558647.875000 Penalty: 4634.926270
	Iteration 26Q: 3 clusters Score -1558648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1558650.875000 Penalty: 4634.926270
	Iteration 27Q: 3 clusters Score -1558651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1558656.125000 Penalty: 4634.926270
	Iteration 28Q: 3 clusters Score -1558656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1558658.500000 Penalty: 4634.926270
	Iteration 29Q: 3 clusters Score -1558658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1558658.625000 Penalty: 4634.926270
	Iteration 30Q: 3 clusters Score -1558659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1558657.500000 Penalty: 4634.926270
	Iteration 31Q: 3 clusters Score -1558658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1558658.500000 Penalty: 4634.926270
	Iteration 32Q: 3 clusters Score -1558658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1558658.500000 Penalty: 4634.926270
	Iteration 33F: 3 clusters Score -1558658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -108190.882812 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -108190.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -106384.781250 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -106384.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -106670.710938 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -106670.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -106776.703125 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -106776.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -106857.320312 Penalty: 3338.584961
	Iteration 3Q: 3 clusters Score -106857.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -106907.585938 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -106907.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -106951.734375 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -106951.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -106993.187500 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -106993.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -107026.281250 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -107026.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -107050.289062 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -107050.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -107055.773438 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -107055.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -107057.187500 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -107057.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -107059.843750 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -107059.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -107059.843750 Penalty: 3338.584961
	Iteration 12F: 3 clusters Score -107059.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Entering Unmasked Estep 
Score: -1945200.750000 Penalty: 2385.578125
	Iteration 0F: 2 clusters Score -1945201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1934298.125000 Penalty: 4771.156250
	Iteration 0F: 3 clusters Score -1934298 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1937753.125000 Penalty: 4771.156250
	Iteration 1F: 3 clusters Score -1937753 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1938306.875000 Penalty: 4771.156250
	Iteration 2F: 3 clusters Score -1938307 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1938728.125000 Penalty: 4771.156250
	Iteration 3F: 3 clusters Score -1938728 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1939109.875000 Penalty: 4771.156250
	Iteration 4F: 3 clusters Score -1939110 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1939471.750000 Penalty: 4771.156250
	Iteration 5Q: 3 clusters Score -1939472 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1939838.500000 Penalty: 4771.156250
	Iteration 6Q: 3 clusters Score -1939838 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1940208.750000 Penalty: 4771.156250
	Iteration 7Q: 3 clusters Score -1940209 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1940578.875000 Penalty: 4771.156250
	Iteration 8Q: 3 clusters Score -1940579 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1940931.375000 Penalty: 4771.156250
	Iteration 9Q: 3 clusters Score -1940931 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1941253.500000 Penalty: 4771.156250
	Iteration 10Q: 3 clusters Score -1941254 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1941569.000000 Penalty: 4771.156250
	Iteration 11Q: 3 clusters Score -1941569 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1941837.125000 Penalty: 4771.156250
	Iteration 12Q: 3 clusters Score -1941837 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1942053.125000 Penalty: 4771.156250
	Iteration 13Q: 3 clusters Score -1942053 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1942217.125000 Penalty: 4771.156250
	Iteration 14Q: 3 clusters Score -1942217 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1942364.125000 Penalty: 4771.156250
	Iteration 15Q: 3 clusters Score -1942364 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1942494.000000 Penalty: 4771.156250
	Iteration 16Q: 3 clusters Score -1942494 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1942609.375000 Penalty: 4771.156250
	Iteration 17Q: 3 clusters Score -1942609 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1942705.625000 Penalty: 4771.156250
	Iteration 18Q: 3 clusters Score -1942706 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1942777.375000 Penalty: 4771.156250
	Iteration 19Q: 3 clusters Score -1942777 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1942826.625000 Penalty: 4771.156250
	Iteration 20F: 3 clusters Score -1942827 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1942882.000000 Penalty: 4771.156250
	Iteration 21Q: 3 clusters Score -1942882 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1942940.250000 Penalty: 4771.156250
	Iteration 22Q: 3 clusters Score -1942940 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1942997.750000 Penalty: 4771.156250
	Iteration 23Q: 3 clusters Score -1942998 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1943051.375000 Penalty: 4771.156250
	Iteration 24Q: 3 clusters Score -1943051 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1943097.500000 Penalty: 4771.156250
	Iteration 25Q: 3 clusters Score -1943098 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1943142.250000 Penalty: 4771.156250
	Iteration 26Q: 3 clusters Score -1943142 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1943184.750000 Penalty: 4771.156250
	Iteration 27Q: 3 clusters Score -1943185 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1943208.875000 Penalty: 4771.156250
	Iteration 28Q: 3 clusters Score -1943209 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1943248.625000 Penalty: 4771.156250
	Iteration 29Q: 3 clusters Score -1943249 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1943291.125000 Penalty: 4771.156250
	Iteration 30Q: 3 clusters Score -1943291 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1943315.750000 Penalty: 4771.156250
	Iteration 31Q: 3 clusters Score -1943316 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1943336.625000 Penalty: 4771.156250
	Iteration 32Q: 3 clusters Score -1943337 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1943359.375000 Penalty: 4771.156250
	Iteration 33Q: 3 clusters Score -1943359 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1943388.000000 Penalty: 4771.156250
	Iteration 34Q: 3 clusters Score -1943388 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1943401.375000 Penalty: 4771.156250
	Iteration 35Q: 3 clusters Score -1943401 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1943419.000000 Penalty: 4771.156250
	Iteration 36Q: 3 clusters Score -1943419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1943441.250000 Penalty: 4771.156250
	Iteration 37Q: 3 clusters Score -1943441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1943446.625000 Penalty: 4771.156250
	Iteration 38Q: 3 clusters Score -1943447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1943448.500000 Penalty: 4771.156250
	Iteration 39Q: 3 clusters Score -1943448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1943457.625000 Penalty: 4771.156250
	Iteration 40F: 3 clusters Score -1943458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1943464.125000 Penalty: 4771.156250
	Iteration 41Q: 3 clusters Score -1943464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1943467.750000 Penalty: 4771.156250
	Iteration 42Q: 3 clusters Score -1943468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1943475.375000 Penalty: 4771.156250
	Iteration 43Q: 3 clusters Score -1943475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1943485.250000 Penalty: 4771.156250
	Iteration 44Q: 3 clusters Score -1943485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1943489.750000 Penalty: 4771.156250
	Iteration 45Q: 3 clusters Score -1943490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1943498.250000 Penalty: 4771.156250
	Iteration 46Q: 3 clusters Score -1943498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1943508.375000 Penalty: 4771.156250
	Iteration 47Q: 3 clusters Score -1943508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1943514.375000 Penalty: 4771.156250
	Iteration 48Q: 3 clusters Score -1943514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1943519.500000 Penalty: 4771.156250
	Iteration 49Q: 3 clusters Score -1943520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1943526.875000 Penalty: 4771.156250
	Iteration 50Q: 3 clusters Score -1943527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1943530.500000 Penalty: 4771.156250
	Iteration 51Q: 3 clusters Score -1943530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1943532.875000 Penalty: 4771.156250
	Iteration 52Q: 3 clusters Score -1943533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1943535.750000 Penalty: 4771.156250
	Iteration 53Q: 3 clusters Score -1943536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1943538.500000 Penalty: 4771.156250
	Iteration 54Q: 3 clusters Score -1943538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1943544.250000 Penalty: 4771.156250
	Iteration 55Q: 3 clusters Score -1943544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1943547.625000 Penalty: 4771.156250
	Iteration 56Q: 3 clusters Score -1943548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1943546.875000 Penalty: 4771.156250
	Iteration 57Q: 3 clusters Score -1943547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1943549.250000 Penalty: 4771.156250
	Iteration 58Q: 3 clusters Score -1943549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1943548.875000 Penalty: 4771.156250
	Iteration 59Q: 3 clusters Score -1943549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1943549.875000 Penalty: 4771.156250
	Iteration 60F: 3 clusters Score -1943550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1943550.250000 Penalty: 4771.156250
	Iteration 61Q: 3 clusters Score -1943550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1943552.750000 Penalty: 4771.156250
	Iteration 62Q: 3 clusters Score -1943553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1943555.375000 Penalty: 4771.156250
	Iteration 63Q: 3 clusters Score -1943555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1943557.875000 Penalty: 4771.156250
	Iteration 64Q: 3 clusters Score -1943558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1943555.875000 Penalty: 4771.156250
	Iteration 65Q: 3 clusters Score -1943556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1943556.250000 Penalty: 4771.156250
	Iteration 66Q: 3 clusters Score -1943556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1943557.375000 Penalty: 4771.156250
	Iteration 67Q: 3 clusters Score -1943557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1943558.625000 Penalty: 4771.156250
	Iteration 68Q: 3 clusters Score -1943559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1943559.750000 Penalty: 4771.156250
	Iteration 69Q: 3 clusters Score -1943560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1943559.750000 Penalty: 4771.156250
	Iteration 70F: 3 clusters Score -1943560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -70517.601562 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -70517.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69004.968750 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -69004.97 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69292.007812 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -69292.01 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69407.960938 Penalty: 3181.075684
	Iteration 2F: 3 clusters Score -69407.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69463.414062 Penalty: 3181.075684
	Iteration 3Q: 3 clusters Score -69463.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69505.820312 Penalty: 3181.075684
	Iteration 4Q: 3 clusters Score -69505.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69553.750000 Penalty: 3181.075684
	Iteration 5Q: 3 clusters Score -69553.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69595.992188 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -69595.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69646.281250 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -69646.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -69684.320312 Penalty: 3181.075684
	Iteration 8Q: 3 clusters Score -69684.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -69706.601562 Penalty: 3181.075684
	Iteration 9Q: 3 clusters Score -69706.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69723.593750 Penalty: 3181.075684
	Iteration 10Q: 3 clusters Score -69723.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -69740.625000 Penalty: 3181.075684
	Iteration 11Q: 3 clusters Score -69740.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -69781.132812 Penalty: 3181.075684
	Iteration 12Q: 3 clusters Score -69781.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -69835.812500 Penalty: 3181.075684
	Iteration 13Q: 3 clusters Score -69835.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -69911.210938 Penalty: 3181.075684
	Iteration 14Q: 3 clusters Score -69911.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -70064.390625 Penalty: 3181.075684
	Iteration 15Q: 3 clusters Score -70064.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -70174.117188 Penalty: 3181.075684
	Iteration 16Q: 3 clusters Score -70174.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -70297.132812 Penalty: 3181.075684
	Iteration 17Q: 3 clusters Score -70297.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70387.640625 Penalty: 3181.075684
	Iteration 18Q: 3 clusters Score -70387.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70497.828125 Penalty: 3181.075684
	Iteration 19Q: 3 clusters Score -70497.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70578.734375 Penalty: 3181.075684
	Iteration 20F: 3 clusters Score -70578.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70716.312500 Penalty: 3181.075684
	Iteration 21Q: 3 clusters Score -70716.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70781.742188 Penalty: 3181.075684
	Iteration 22Q: 3 clusters Score -70781.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70823.234375 Penalty: 3181.075684
	Iteration 23Q: 3 clusters Score -70823.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70823.234375 Penalty: 3181.075684
	Iteration 24F: 3 clusters Score -70823.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 15993 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26027 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61381 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21007 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6399 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7413 members 
Mstep: Class 16 contains 161138 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37481 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86283 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 167250 members 
Mstep: Class 23 contains 3844 members 
Mstep: Class 24 contains 6349 members 
Mstep: Class 25 contains 13655 members 
Mstep: Class 26 contains 8152 members 
Mstep: Class 27 contains 11437 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15052 members 
Mstep: Class 30 contains 310 members 
Mstep: Class 31 contains 6448 members 
Mstep: Class 32 contains 10534 members 
Mstep: Class 33 contains 7159 members 
Mstep: Class 34 contains 29339 members 
Mstep: Class 35 contains 6583 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2959 members 
Mstep: Class 38 contains 300 members 
Entering Unmasked Estep 
Score: -100898032.000000 Penalty: 127655.687500
Splitting cluster 30 changes total score from -100899592.000000 to -100898032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (6448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Entering Unmasked Estep 
Score: -883258.625000 Penalty: 2175.338379
	Iteration 0F: 2 clusters Score -883258.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -877852.000000 Penalty: 4350.676758
	Iteration 0F: 3 clusters Score -877852 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -879299.687500 Penalty: 4350.676758
	Iteration 1F: 3 clusters Score -879299.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -879551.875000 Penalty: 4350.676758
	Iteration 2F: 3 clusters Score -879551.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -879710.312500 Penalty: 4350.676758
	Iteration 3Q: 3 clusters Score -879710.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -879809.750000 Penalty: 4350.676758
	Iteration 4Q: 3 clusters Score -879809.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -879890.375000 Penalty: 4350.676758
	Iteration 5Q: 3 clusters Score -879890.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -879961.937500 Penalty: 4350.676758
	Iteration 6Q: 3 clusters Score -879961.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -880047.500000 Penalty: 4350.676758
	Iteration 7Q: 3 clusters Score -880047.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -880129.125000 Penalty: 4350.676758
	Iteration 8Q: 3 clusters Score -880129.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -880217.375000 Penalty: 4350.676758
	Iteration 9Q: 3 clusters Score -880217.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -880301.937500 Penalty: 4350.676758
	Iteration 10Q: 3 clusters Score -880301.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -880414.437500 Penalty: 4350.676758
	Iteration 11Q: 3 clusters Score -880414.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -880531.375000 Penalty: 4350.676758
	Iteration 12Q: 3 clusters Score -880531.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -880645.125000 Penalty: 4350.676758
	Iteration 13Q: 3 clusters Score -880645.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -880748.562500 Penalty: 4350.676758
	Iteration 14Q: 3 clusters Score -880748.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -880861.437500 Penalty: 4350.676758
	Iteration 15Q: 3 clusters Score -880861.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -880978.625000 Penalty: 4350.676758
	Iteration 16Q: 3 clusters Score -880978.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -881088.625000 Penalty: 4350.676758
	Iteration 17Q: 3 clusters Score -881088.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -881202.937500 Penalty: 4350.676758
	Iteration 18Q: 3 clusters Score -881202.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -881326.312500 Penalty: 4350.676758
	Iteration 19Q: 3 clusters Score -881326.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -881454.937500 Penalty: 4350.676758
	Iteration 20F: 3 clusters Score -881454.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -881584.687500 Penalty: 4350.676758
	Iteration 21Q: 3 clusters Score -881584.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -881708.687500 Penalty: 4350.676758
	Iteration 22Q: 3 clusters Score -881708.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -881786.187500 Penalty: 4350.676758
	Iteration 23Q: 3 clusters Score -881786.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -881827.187500 Penalty: 4350.676758
	Iteration 24Q: 3 clusters Score -881827.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -881846.500000 Penalty: 4350.676758
	Iteration 25Q: 3 clusters Score -881846.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -881850.750000 Penalty: 4350.676758
	Iteration 26Q: 3 clusters Score -881850.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -881853.125000 Penalty: 4350.676758
	Iteration 27Q: 3 clusters Score -881853.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -881855.125000 Penalty: 4350.676758
	Iteration 28Q: 3 clusters Score -881855.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -881858.437500 Penalty: 4350.676758
	Iteration 29Q: 3 clusters Score -881858.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -881859.937500 Penalty: 4350.676758
	Iteration 30Q: 3 clusters Score -881859.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -881859.312500 Penalty: 4350.676758
	Iteration 31Q: 3 clusters Score -881859.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -881861.125000 Penalty: 4350.676758
	Iteration 32Q: 3 clusters Score -881861.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -881861.375000 Penalty: 4350.676758
	Iteration 33Q: 3 clusters Score -881861.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -881862.125000 Penalty: 4350.676758
	Iteration 34Q: 3 clusters Score -881862.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -881866.375000 Penalty: 4350.676758
	Iteration 35Q: 3 clusters Score -881866.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -881870.000000 Penalty: 4350.676758
	Iteration 36Q: 3 clusters Score -881870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -881871.312500 Penalty: 4350.676758
	Iteration 37Q: 3 clusters Score -881871.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -881871.312500 Penalty: 4350.676758
	Iteration 38F: 3 clusters Score -881871.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Entering Unmasked Estep 
Score: -1404649.375000 Penalty: 2297.066162
	Iteration 0F: 2 clusters Score -1404649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1396604.375000 Penalty: 4594.132324
	Iteration 0F: 3 clusters Score -1396604 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1399002.750000 Penalty: 4594.132324
	Iteration 1F: 3 clusters Score -1399003 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1399300.125000 Penalty: 4594.132324
	Iteration 2F: 3 clusters Score -1399300 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1399513.250000 Penalty: 4594.132324
	Iteration 3Q: 3 clusters Score -1399513 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1399686.375000 Penalty: 4594.132324
	Iteration 4Q: 3 clusters Score -1399686 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1399836.250000 Penalty: 4594.132324
	Iteration 5Q: 3 clusters Score -1399836 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1399986.500000 Penalty: 4594.132324
	Iteration 6Q: 3 clusters Score -1399986 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1400140.750000 Penalty: 4594.132324
	Iteration 7Q: 3 clusters Score -1400141 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1400314.875000 Penalty: 4594.132324
	Iteration 8Q: 3 clusters Score -1400315 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1400496.250000 Penalty: 4594.132324
	Iteration 9Q: 3 clusters Score -1400496 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1400670.875000 Penalty: 4594.132324
	Iteration 10Q: 3 clusters Score -1400671 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1400831.000000 Penalty: 4594.132324
	Iteration 11Q: 3 clusters Score -1400831 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1400971.375000 Penalty: 4594.132324
	Iteration 12Q: 3 clusters Score -1400971 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1401107.000000 Penalty: 4594.132324
	Iteration 13Q: 3 clusters Score -1401107 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1401216.875000 Penalty: 4594.132324
	Iteration 14Q: 3 clusters Score -1401217 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1401360.000000 Penalty: 4594.132324
	Iteration 15Q: 3 clusters Score -1401360 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1401479.500000 Penalty: 4594.132324
	Iteration 16Q: 3 clusters Score -1401480 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1401602.375000 Penalty: 4594.132324
	Iteration 17Q: 3 clusters Score -1401602 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1401731.500000 Penalty: 4594.132324
	Iteration 18Q: 3 clusters Score -1401732 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1401881.875000 Penalty: 4594.132324
	Iteration 19Q: 3 clusters Score -1401882 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1402042.000000 Penalty: 4594.132324
	Iteration 20F: 3 clusters Score -1402042 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1402203.125000 Penalty: 4594.132324
	Iteration 21Q: 3 clusters Score -1402203 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1402327.500000 Penalty: 4594.132324
	Iteration 22Q: 3 clusters Score -1402328 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1402421.250000 Penalty: 4594.132324
	Iteration 23Q: 3 clusters Score -1402421 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1402496.750000 Penalty: 4594.132324
	Iteration 24Q: 3 clusters Score -1402497 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1402548.125000 Penalty: 4594.132324
	Iteration 25Q: 3 clusters Score -1402548 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1402596.500000 Penalty: 4594.132324
	Iteration 26Q: 3 clusters Score -1402596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1402631.875000 Penalty: 4594.132324
	Iteration 27Q: 3 clusters Score -1402632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1402670.250000 Penalty: 4594.132324
	Iteration 28Q: 3 clusters Score -1402670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1402700.375000 Penalty: 4594.132324
	Iteration 29Q: 3 clusters Score -1402700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1402731.000000 Penalty: 4594.132324
	Iteration 30Q: 3 clusters Score -1402731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1402752.500000 Penalty: 4594.132324
	Iteration 31Q: 3 clusters Score -1402752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1402773.125000 Penalty: 4594.132324
	Iteration 32Q: 3 clusters Score -1402773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1402783.125000 Penalty: 4594.132324
	Iteration 33Q: 3 clusters Score -1402783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1402791.875000 Penalty: 4594.132324
	Iteration 34Q: 3 clusters Score -1402792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1402804.500000 Penalty: 4594.132324
	Iteration 35Q: 3 clusters Score -1402804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1402807.875000 Penalty: 4594.132324
	Iteration 36Q: 3 clusters Score -1402808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1402814.500000 Penalty: 4594.132324
	Iteration 37Q: 3 clusters Score -1402814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1402822.375000 Penalty: 4594.132324
	Iteration 38Q: 3 clusters Score -1402822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1402824.125000 Penalty: 4594.132324
	Iteration 39Q: 3 clusters Score -1402824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1402823.875000 Penalty: 4594.132324
	Iteration 40F: 3 clusters Score -1402824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1402828.125000 Penalty: 4594.132324
	Iteration 41Q: 3 clusters Score -1402828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1402827.000000 Penalty: 4594.132324
	Iteration 42Q: 3 clusters Score -1402827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1402826.375000 Penalty: 4594.132324
	Iteration 43Q: 3 clusters Score -1402826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1402828.250000 Penalty: 4594.132324
	Iteration 44Q: 3 clusters Score -1402828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1402829.250000 Penalty: 4594.132324
	Iteration 45Q: 3 clusters Score -1402829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1402830.125000 Penalty: 4594.132324
	Iteration 46Q: 3 clusters Score -1402830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1402830.375000 Penalty: 4594.132324
	Iteration 47Q: 3 clusters Score -1402830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1402831.625000 Penalty: 4594.132324
	Iteration 48Q: 3 clusters Score -1402832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1402832.375000 Penalty: 4594.132324
	Iteration 49Q: 3 clusters Score -1402832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1402832.875000 Penalty: 4594.132324
	Iteration 50Q: 3 clusters Score -1402833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1402833.125000 Penalty: 4594.132324
	Iteration 51Q: 3 clusters Score -1402833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1402833.125000 Penalty: 4594.132324
	Iteration 52F: 3 clusters Score -1402833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Entering Unmasked Estep 
Score: -909224.125000 Penalty: 2201.279053
	Iteration 0F: 2 clusters Score -909224.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -903422.375000 Penalty: 4402.558105
	Iteration 0F: 3 clusters Score -903422.4 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -905118.875000 Penalty: 4402.558105
	Iteration 1F: 3 clusters Score -905118.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -905550.875000 Penalty: 4402.558105
	Iteration 2F: 3 clusters Score -905550.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -905910.875000 Penalty: 4402.558105
	Iteration 3F: 3 clusters Score -905910.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -906179.812500 Penalty: 4402.558105
	Iteration 4F: 3 clusters Score -906179.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -906381.437500 Penalty: 4402.558105
	Iteration 5Q: 3 clusters Score -906381.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -906554.250000 Penalty: 4402.558105
	Iteration 6Q: 3 clusters Score -906554.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -906677.437500 Penalty: 4402.558105
	Iteration 7Q: 3 clusters Score -906677.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -906784.312500 Penalty: 4402.558105
	Iteration 8Q: 3 clusters Score -906784.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -906880.812500 Penalty: 4402.558105
	Iteration 9Q: 3 clusters Score -906880.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -906952.625000 Penalty: 4402.558105
	Iteration 10Q: 3 clusters Score -906952.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -907018.125000 Penalty: 4402.558105
	Iteration 11Q: 3 clusters Score -907018.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -907074.750000 Penalty: 4402.558105
	Iteration 12Q: 3 clusters Score -907074.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -907106.937500 Penalty: 4402.558105
	Iteration 13Q: 3 clusters Score -907106.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -907132.000000 Penalty: 4402.558105
	Iteration 14Q: 3 clusters Score -907132 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -907164.812500 Penalty: 4402.558105
	Iteration 15Q: 3 clusters Score -907164.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -907197.625000 Penalty: 4402.558105
	Iteration 16Q: 3 clusters Score -907197.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -907234.375000 Penalty: 4402.558105
	Iteration 17Q: 3 clusters Score -907234.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -907269.875000 Penalty: 4402.558105
	Iteration 18Q: 3 clusters Score -907269.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -907301.062500 Penalty: 4402.558105
	Iteration 19Q: 3 clusters Score -907301.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -907335.937500 Penalty: 4402.558105
	Iteration 20F: 3 clusters Score -907335.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -907366.687500 Penalty: 4402.558105
	Iteration 21Q: 3 clusters Score -907366.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -907389.562500 Penalty: 4402.558105
	Iteration 22Q: 3 clusters Score -907389.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -907404.375000 Penalty: 4402.558105
	Iteration 23Q: 3 clusters Score -907404.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -907417.000000 Penalty: 4402.558105
	Iteration 24Q: 3 clusters Score -907417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -907431.375000 Penalty: 4402.558105
	Iteration 25Q: 3 clusters Score -907431.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -907448.250000 Penalty: 4402.558105
	Iteration 26Q: 3 clusters Score -907448.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -907457.562500 Penalty: 4402.558105
	Iteration 27Q: 3 clusters Score -907457.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -907470.125000 Penalty: 4402.558105
	Iteration 28Q: 3 clusters Score -907470.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -907481.250000 Penalty: 4402.558105
	Iteration 29Q: 3 clusters Score -907481.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -907493.125000 Penalty: 4402.558105
	Iteration 30Q: 3 clusters Score -907493.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -907503.687500 Penalty: 4402.558105
	Iteration 31Q: 3 clusters Score -907503.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -907514.375000 Penalty: 4402.558105
	Iteration 32Q: 3 clusters Score -907514.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -907519.000000 Penalty: 4402.558105
	Iteration 33Q: 3 clusters Score -907519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -907531.625000 Penalty: 4402.558105
	Iteration 34Q: 3 clusters Score -907531.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -907540.937500 Penalty: 4402.558105
	Iteration 35Q: 3 clusters Score -907540.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -907543.625000 Penalty: 4402.558105
	Iteration 36Q: 3 clusters Score -907543.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -907545.437500 Penalty: 4402.558105
	Iteration 37Q: 3 clusters Score -907545.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -907548.062500 Penalty: 4402.558105
	Iteration 38Q: 3 clusters Score -907548.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -907549.062500 Penalty: 4402.558105
	Iteration 39Q: 3 clusters Score -907549.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -907552.750000 Penalty: 4402.558105
	Iteration 40F: 3 clusters Score -907552.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -907557.062500 Penalty: 4402.558105
	Iteration 41Q: 3 clusters Score -907557.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -907563.937500 Penalty: 4402.558105
	Iteration 42Q: 3 clusters Score -907563.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -907574.125000 Penalty: 4402.558105
	Iteration 43Q: 3 clusters Score -907574.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -907591.437500 Penalty: 4402.558105
	Iteration 44Q: 3 clusters Score -907591.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -907604.500000 Penalty: 4402.558105
	Iteration 45Q: 3 clusters Score -907604.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -907618.312500 Penalty: 4402.558105
	Iteration 46Q: 3 clusters Score -907618.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -907634.437500 Penalty: 4402.558105
	Iteration 47Q: 3 clusters Score -907634.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -907643.687500 Penalty: 4402.558105
	Iteration 48Q: 3 clusters Score -907643.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -907651.687500 Penalty: 4402.558105
	Iteration 49Q: 3 clusters Score -907651.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -907658.062500 Penalty: 4402.558105
	Iteration 50Q: 3 clusters Score -907658.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -907662.875000 Penalty: 4402.558105
	Iteration 51Q: 3 clusters Score -907662.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -907668.500000 Penalty: 4402.558105
	Iteration 52Q: 3 clusters Score -907668.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -907673.812500 Penalty: 4402.558105
	Iteration 53Q: 3 clusters Score -907673.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -907677.562500 Penalty: 4402.558105
	Iteration 54Q: 3 clusters Score -907677.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -907679.187500 Penalty: 4402.558105
	Iteration 55Q: 3 clusters Score -907679.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -907681.187500 Penalty: 4402.558105
	Iteration 56Q: 3 clusters Score -907681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -907682.562500 Penalty: 4402.558105
	Iteration 57Q: 3 clusters Score -907682.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -907688.062500 Penalty: 4402.558105
	Iteration 58Q: 3 clusters Score -907688.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -907688.375000 Penalty: 4402.558105
	Iteration 59Q: 3 clusters Score -907688.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -907688.687500 Penalty: 4402.558105
	Iteration 60F: 3 clusters Score -907688.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -907691.000000 Penalty: 4402.558105
	Iteration 61Q: 3 clusters Score -907691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -907692.687500 Penalty: 4402.558105
	Iteration 62Q: 3 clusters Score -907692.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -907692.500000 Penalty: 4402.558105
	Iteration 63Q: 3 clusters Score -907692.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -907695.875000 Penalty: 4402.558105
	Iteration 64Q: 3 clusters Score -907695.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -907696.687500 Penalty: 4402.558105
	Iteration 65Q: 3 clusters Score -907696.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -907696.562500 Penalty: 4402.558105
	Iteration 66Q: 3 clusters Score -907696.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -907699.312500 Penalty: 4402.558105
	Iteration 67Q: 3 clusters Score -907699.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -907700.312500 Penalty: 4402.558105
	Iteration 68Q: 3 clusters Score -907700.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -907702.375000 Penalty: 4402.558105
	Iteration 69Q: 3 clusters Score -907702.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -907703.875000 Penalty: 4402.558105
	Iteration 70Q: 3 clusters Score -907703.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -907703.500000 Penalty: 4402.558105
	Iteration 71Q: 3 clusters Score -907703.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -907703.500000 Penalty: 4402.558105
	Iteration 72F: 3 clusters Score -907703.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (29339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Entering Unmasked Estep 
Score: -3728212.000000 Penalty: 2551.094727
	Iteration 0F: 2 clusters Score -3728212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -3708164.500000 Penalty: 5102.189453
	Iteration 0F: 3 clusters Score -3708164 nChanged 13165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3715502.250000 Penalty: 5102.189453
	Iteration 1F: 3 clusters Score -3715502 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -3716247.250000 Penalty: 5102.189453
	Iteration 2F: 3 clusters Score -3716247 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3717018.750000 Penalty: 5102.189453
	Iteration 3F: 3 clusters Score -3717019 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3717817.000000 Penalty: 5102.189453
	Iteration 4F: 3 clusters Score -3717817 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3718768.250000 Penalty: 5102.189453
	Iteration 5F: 3 clusters Score -3718768 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -3719630.750000 Penalty: 5102.189453
	Iteration 6F: 3 clusters Score -3719631 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -3720469.500000 Penalty: 5102.189453
	Iteration 7F: 3 clusters Score -3720470 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -3721207.500000 Penalty: 5102.189453
	Iteration 8Q: 3 clusters Score -3721208 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -3721930.000000 Penalty: 5102.189453
	Iteration 9Q: 3 clusters Score -3721930 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -3722547.250000 Penalty: 5102.189453
	Iteration 10Q: 3 clusters Score -3722547 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3723141.250000 Penalty: 5102.189453
	Iteration 11Q: 3 clusters Score -3723141 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -3723634.500000 Penalty: 5102.189453
	Iteration 12Q: 3 clusters Score -3723634 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3724061.750000 Penalty: 5102.189453
	Iteration 13Q: 3 clusters Score -3724062 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -3724459.500000 Penalty: 5102.189453
	Iteration 14Q: 3 clusters Score -3724460 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3724785.500000 Penalty: 5102.189453
	Iteration 15Q: 3 clusters Score -3724786 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -3725083.750000 Penalty: 5102.189453
	Iteration 16Q: 3 clusters Score -3725084 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3725279.000000 Penalty: 5102.189453
	Iteration 17Q: 3 clusters Score -3725279 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3725446.250000 Penalty: 5102.189453
	Iteration 18Q: 3 clusters Score -3725446 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3725606.750000 Penalty: 5102.189453
	Iteration 19Q: 3 clusters Score -3725607 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3725718.000000 Penalty: 5102.189453
	Iteration 20F: 3 clusters Score -3725718 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3725850.500000 Penalty: 5102.189453
	Iteration 21Q: 3 clusters Score -3725850 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3725996.750000 Penalty: 5102.189453
	Iteration 22Q: 3 clusters Score -3725997 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3726128.500000 Penalty: 5102.189453
	Iteration 23Q: 3 clusters Score -3726128 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3726239.750000 Penalty: 5102.189453
	Iteration 24Q: 3 clusters Score -3726240 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3726329.250000 Penalty: 5102.189453
	Iteration 25Q: 3 clusters Score -3726329 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3726397.000000 Penalty: 5102.189453
	Iteration 26Q: 3 clusters Score -3726397 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3726445.250000 Penalty: 5102.189453
	Iteration 27Q: 3 clusters Score -3726445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3726479.500000 Penalty: 5102.189453
	Iteration 28Q: 3 clusters Score -3726480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3726498.000000 Penalty: 5102.189453
	Iteration 29Q: 3 clusters Score -3726498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3726502.500000 Penalty: 5102.189453
	Iteration 30Q: 3 clusters Score -3726502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3726510.000000 Penalty: 5102.189453
	Iteration 31Q: 3 clusters Score -3726510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3726513.000000 Penalty: 5102.189453
	Iteration 32Q: 3 clusters Score -3726513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3726514.250000 Penalty: 5102.189453
	Iteration 33Q: 3 clusters Score -3726514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3726525.500000 Penalty: 5102.189453
	Iteration 34Q: 3 clusters Score -3726526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3726525.750000 Penalty: 5102.189453
	Iteration 35Q: 3 clusters Score -3726526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3726524.750000 Penalty: 5102.189453
	Iteration 36Q: 3 clusters Score -3726525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3726527.000000 Penalty: 5102.189453
	Iteration 37Q: 3 clusters Score -3726527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3726529.500000 Penalty: 5102.189453
	Iteration 38Q: 3 clusters Score -3726530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3726529.250000 Penalty: 5102.189453
	Iteration 39Q: 3 clusters Score -3726529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3726530.500000 Penalty: 5102.189453
	Iteration 40F: 3 clusters Score -3726530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Entering Unmasked Estep 
Score: -886940.000000 Penalty: 2180.477051
	Iteration 0F: 2 clusters Score -886940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -881477.125000 Penalty: 4360.954102
	Iteration 0F: 3 clusters Score -881477.1 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -883065.625000 Penalty: 4360.954102
	Iteration 1F: 3 clusters Score -883065.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -883504.812500 Penalty: 4360.954102
	Iteration 2F: 3 clusters Score -883504.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -883876.062500 Penalty: 4360.954102
	Iteration 3F: 3 clusters Score -883876.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -884154.000000 Penalty: 4360.954102
	Iteration 4F: 3 clusters Score -884154 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -884352.000000 Penalty: 4360.954102
	Iteration 5Q: 3 clusters Score -884352 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -884469.750000 Penalty: 4360.954102
	Iteration 6Q: 3 clusters Score -884469.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -884554.375000 Penalty: 4360.954102
	Iteration 7Q: 3 clusters Score -884554.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -884632.250000 Penalty: 4360.954102
	Iteration 8Q: 3 clusters Score -884632.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -884704.437500 Penalty: 4360.954102
	Iteration 9Q: 3 clusters Score -884704.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -884764.000000 Penalty: 4360.954102
	Iteration 10Q: 3 clusters Score -884764 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -884811.437500 Penalty: 4360.954102
	Iteration 11Q: 3 clusters Score -884811.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -884841.187500 Penalty: 4360.954102
	Iteration 12Q: 3 clusters Score -884841.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -884862.750000 Penalty: 4360.954102
	Iteration 13Q: 3 clusters Score -884862.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -884876.750000 Penalty: 4360.954102
	Iteration 14Q: 3 clusters Score -884876.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -884889.562500 Penalty: 4360.954102
	Iteration 15Q: 3 clusters Score -884889.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -884898.687500 Penalty: 4360.954102
	Iteration 16Q: 3 clusters Score -884898.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -884902.875000 Penalty: 4360.954102
	Iteration 17Q: 3 clusters Score -884902.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -884911.187500 Penalty: 4360.954102
	Iteration 18Q: 3 clusters Score -884911.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -884922.500000 Penalty: 4360.954102
	Iteration 19Q: 3 clusters Score -884922.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -884933.000000 Penalty: 4360.954102
	Iteration 20F: 3 clusters Score -884933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -884944.187500 Penalty: 4360.954102
	Iteration 21Q: 3 clusters Score -884944.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -884950.187500 Penalty: 4360.954102
	Iteration 22Q: 3 clusters Score -884950.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -884956.000000 Penalty: 4360.954102
	Iteration 23Q: 3 clusters Score -884956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -884958.812500 Penalty: 4360.954102
	Iteration 24Q: 3 clusters Score -884958.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -884965.437500 Penalty: 4360.954102
	Iteration 25Q: 3 clusters Score -884965.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -884967.500000 Penalty: 4360.954102
	Iteration 26Q: 3 clusters Score -884967.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -884975.812500 Penalty: 4360.954102
	Iteration 27Q: 3 clusters Score -884975.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -884985.562500 Penalty: 4360.954102
	Iteration 28Q: 3 clusters Score -884985.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -884986.937500 Penalty: 4360.954102
	Iteration 29Q: 3 clusters Score -884986.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -884992.375000 Penalty: 4360.954102
	Iteration 30Q: 3 clusters Score -884992.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -884994.500000 Penalty: 4360.954102
	Iteration 31Q: 3 clusters Score -884994.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -884997.312500 Penalty: 4360.954102
	Iteration 32Q: 3 clusters Score -884997.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -885001.812500 Penalty: 4360.954102
	Iteration 33Q: 3 clusters Score -885001.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -885005.437500 Penalty: 4360.954102
	Iteration 34Q: 3 clusters Score -885005.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -885007.625000 Penalty: 4360.954102
	Iteration 35Q: 3 clusters Score -885007.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -885009.187500 Penalty: 4360.954102
	Iteration 36Q: 3 clusters Score -885009.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -885014.312500 Penalty: 4360.954102
	Iteration 37Q: 3 clusters Score -885014.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -885014.562500 Penalty: 4360.954102
	Iteration 38Q: 3 clusters Score -885014.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -885017.812500 Penalty: 4360.954102
	Iteration 39Q: 3 clusters Score -885017.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -885018.937500 Penalty: 4360.954102
	Iteration 40F: 3 clusters Score -885018.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -885021.062500 Penalty: 4360.954102
	Iteration 41Q: 3 clusters Score -885021.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -885025.562500 Penalty: 4360.954102
	Iteration 42Q: 3 clusters Score -885025.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -885025.062500 Penalty: 4360.954102
	Iteration 43Q: 3 clusters Score -885025.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -885028.562500 Penalty: 4360.954102
	Iteration 44Q: 3 clusters Score -885028.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -885029.437500 Penalty: 4360.954102
	Iteration 45Q: 3 clusters Score -885029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -885030.875000 Penalty: 4360.954102
	Iteration 46Q: 3 clusters Score -885030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -885029.562500 Penalty: 4360.954102
	Iteration 47Q: 3 clusters Score -885029.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -885032.062500 Penalty: 4360.954102
	Iteration 48Q: 3 clusters Score -885032.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -885032.437500 Penalty: 4360.954102
	Iteration 49Q: 3 clusters Score -885032.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -885034.187500 Penalty: 4360.954102
	Iteration 50Q: 3 clusters Score -885034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -885034.562500 Penalty: 4360.954102
	Iteration 51Q: 3 clusters Score -885034.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -885034.687500 Penalty: 4360.954102
	Iteration 52Q: 3 clusters Score -885034.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -885040.812500 Penalty: 4360.954102
	Iteration 53Q: 3 clusters Score -885040.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -885045.937500 Penalty: 4360.954102
	Iteration 54Q: 3 clusters Score -885045.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -885049.937500 Penalty: 4360.954102
	Iteration 55Q: 3 clusters Score -885049.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -885054.437500 Penalty: 4360.954102
	Iteration 56Q: 3 clusters Score -885054.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -885059.750000 Penalty: 4360.954102
	Iteration 57Q: 3 clusters Score -885059.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -885064.750000 Penalty: 4360.954102
	Iteration 58Q: 3 clusters Score -885064.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -885068.187500 Penalty: 4360.954102
	Iteration 59Q: 3 clusters Score -885068.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -885069.687500 Penalty: 4360.954102
	Iteration 60F: 3 clusters Score -885069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -885072.062500 Penalty: 4360.954102
	Iteration 61Q: 3 clusters Score -885072.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -885073.437500 Penalty: 4360.954102
	Iteration 62Q: 3 clusters Score -885073.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -885074.687500 Penalty: 4360.954102
	Iteration 63Q: 3 clusters Score -885074.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -885075.625000 Penalty: 4360.954102
	Iteration 64Q: 3 clusters Score -885075.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -885075.625000 Penalty: 4360.954102
	Iteration 65F: 3 clusters Score -885075.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -116354.218750 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -116354.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -114497.187500 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -114497.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -114922.046875 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -114922 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -115204.789062 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -115204.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -115427.132812 Penalty: 3395.556396
	Iteration 3F: 3 clusters Score -115427.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -115526.882812 Penalty: 3395.556396
	Iteration 4Q: 3 clusters Score -115526.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -115606.960938 Penalty: 3395.556396
	Iteration 5Q: 3 clusters Score -115607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -115672.554688 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -115672.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -115748.257812 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -115748.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -115912.257812 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -115912.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -116286.843750 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -116286.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -117110.445312 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -117110.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -117191.476562 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -117191.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -117230.023438 Penalty: 3395.556396
	Iteration 12Q: 3 clusters Score -117230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -117253.820312 Penalty: 3395.556396
	Iteration 13Q: 3 clusters Score -117253.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -117263.593750 Penalty: 3395.556396
	Iteration 14Q: 3 clusters Score -117263.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -117276.851562 Penalty: 3395.556396
	Iteration 15Q: 3 clusters Score -117276.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -117278.742188 Penalty: 3395.556396
	Iteration 16Q: 3 clusters Score -117278.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -117279.773438 Penalty: 3395.556396
	Iteration 17Q: 3 clusters Score -117279.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -117294.554688 Penalty: 3395.556396
	Iteration 18F: 3 clusters Score -117294.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -117344.773438 Penalty: 3395.556396
	Iteration 19Q: 3 clusters Score -117344.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -117432.476562 Penalty: 3395.556396
	Iteration 20F: 3 clusters Score -117432.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -117510.281250 Penalty: 3395.556396
	Iteration 21Q: 3 clusters Score -117510.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -117572.164062 Penalty: 3395.556396
	Iteration 22Q: 3 clusters Score -117572.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -117634.421875 Penalty: 3395.556396
	Iteration 23Q: 3 clusters Score -117634.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -117670.898438 Penalty: 3395.556396
	Iteration 24Q: 3 clusters Score -117670.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -117672.867188 Penalty: 3395.556396
	Iteration 25Q: 3 clusters Score -117672.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -117672.867188 Penalty: 3395.556396
	Iteration 26F: 3 clusters Score -117672.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 15993 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26027 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61381 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21007 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6399 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7413 members 
Mstep: Class 16 contains 161138 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37481 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86283 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 167250 members 
Mstep: Class 23 contains 3844 members 
Mstep: Class 24 contains 6349 members 
Mstep: Class 25 contains 13655 members 
Mstep: Class 26 contains 8152 members 
Mstep: Class 27 contains 11437 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15052 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6448 members 
Mstep: Class 32 contains 10534 members 
Mstep: Class 33 contains 7159 members 
Mstep: Class 34 contains 29339 members 
Mstep: Class 35 contains 6583 members 
Mstep: Class 36 contains 638 members 
Mstep: Class 37 contains 2959 members 
Mstep: Class 38 contains 302 members 
Entering Unmasked Estep 
Score: -100899424.000000 Penalty: 127655.687500
Splitting cluster 36 changes total score from -100899592.000000 to -100899424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (2959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Entering Unmasked Estep 
Score: -375081.906250 Penalty: 1982.166504
	Iteration 0F: 2 clusters Score -375081.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -371813.406250 Penalty: 3964.333008
	Iteration 0F: 3 clusters Score -371813.4 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -372496.968750 Penalty: 3964.333008
	Iteration 1F: 3 clusters Score -372497 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -372682.812500 Penalty: 3964.333008
	Iteration 2F: 3 clusters Score -372682.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -372829.093750 Penalty: 3964.333008
	Iteration 3F: 3 clusters Score -372829.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -372955.687500 Penalty: 3964.333008
	Iteration 4Q: 3 clusters Score -372955.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -373093.500000 Penalty: 3964.333008
	Iteration 5Q: 3 clusters Score -373093.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -373227.187500 Penalty: 3964.333008
	Iteration 6Q: 3 clusters Score -373227.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -373349.531250 Penalty: 3964.333008
	Iteration 7Q: 3 clusters Score -373349.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -373457.781250 Penalty: 3964.333008
	Iteration 8Q: 3 clusters Score -373457.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -373539.500000 Penalty: 3964.333008
	Iteration 9Q: 3 clusters Score -373539.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -373610.500000 Penalty: 3964.333008
	Iteration 10Q: 3 clusters Score -373610.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -373671.343750 Penalty: 3964.333008
	Iteration 11Q: 3 clusters Score -373671.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -373747.500000 Penalty: 3964.333008
	Iteration 12Q: 3 clusters Score -373747.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -373838.968750 Penalty: 3964.333008
	Iteration 13Q: 3 clusters Score -373839 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -373945.000000 Penalty: 3964.333008
	Iteration 14Q: 3 clusters Score -373945 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -374045.593750 Penalty: 3964.333008
	Iteration 15Q: 3 clusters Score -374045.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -374141.531250 Penalty: 3964.333008
	Iteration 16Q: 3 clusters Score -374141.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -374206.218750 Penalty: 3964.333008
	Iteration 17Q: 3 clusters Score -374206.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -374245.031250 Penalty: 3964.333008
	Iteration 18Q: 3 clusters Score -374245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -374265.468750 Penalty: 3964.333008
	Iteration 19Q: 3 clusters Score -374265.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -374290.531250 Penalty: 3964.333008
	Iteration 20F: 3 clusters Score -374290.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -374311.187500 Penalty: 3964.333008
	Iteration 21Q: 3 clusters Score -374311.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -374322.812500 Penalty: 3964.333008
	Iteration 22Q: 3 clusters Score -374322.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -374334.750000 Penalty: 3964.333008
	Iteration 23Q: 3 clusters Score -374334.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -374345.062500 Penalty: 3964.333008
	Iteration 24Q: 3 clusters Score -374345.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -374351.781250 Penalty: 3964.333008
	Iteration 25Q: 3 clusters Score -374351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -374355.406250 Penalty: 3964.333008
	Iteration 26Q: 3 clusters Score -374355.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -374357.062500 Penalty: 3964.333008
	Iteration 27Q: 3 clusters Score -374357.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -374360.156250 Penalty: 3964.333008
	Iteration 28Q: 3 clusters Score -374360.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -374362.500000 Penalty: 3964.333008
	Iteration 29Q: 3 clusters Score -374362.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -374363.562500 Penalty: 3964.333008
	Iteration 30Q: 3 clusters Score -374363.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -374363.656250 Penalty: 3964.333008
	Iteration 31Q: 3 clusters Score -374363.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -374363.500000 Penalty: 3964.333008
	Iteration 32Q: 3 clusters Score -374363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -374363.500000 Penalty: 3964.333008
	Iteration 33F: 3 clusters Score -374363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 15993 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26027 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61381 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21007 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6399 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7413 members 
Mstep: Class 16 contains 161138 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37481 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86283 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 167250 members 
Mstep: Class 23 contains 3844 members 
Mstep: Class 24 contains 6349 members 
Mstep: Class 25 contains 13655 members 
Mstep: Class 26 contains 8152 members 
Mstep: Class 27 contains 11437 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15052 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6448 members 
Mstep: Class 32 contains 10534 members 
Mstep: Class 33 contains 7159 members 
Mstep: Class 34 contains 29339 members 
Mstep: Class 35 contains 6583 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899576.000000 Penalty: 124296.320312
Iteration 119Q: 38 clusters Score -1.008996e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 15993 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26029 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 4580 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61380 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21009 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6400 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 161137 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37482 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86281 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 167247 members 
Mstep: Class 23 contains 3842 members 
Mstep: Class 24 contains 6338 members 
Mstep: Class 25 contains 13655 members 
Mstep: Class 26 contains 8152 members 
Mstep: Class 27 contains 11435 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15041 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6460 members 
Mstep: Class 32 contains 10534 members 
Mstep: Class 33 contains 7159 members 
Mstep: Class 34 contains 29346 members 
Mstep: Class 35 contains 6583 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899568.000000 Penalty: 124296.320312
Iteration 120F: 38 clusters Score -1.008996e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 15997 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26032 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 4579 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61382 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21011 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6400 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 161137 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37480 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86281 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 167244 members 
Mstep: Class 23 contains 3839 members 
Mstep: Class 24 contains 6336 members 
Mstep: Class 25 contains 13652 members 
Mstep: Class 26 contains 8152 members 
Mstep: Class 27 contains 11435 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15040 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6467 members 
Mstep: Class 32 contains 10534 members 
Mstep: Class 33 contains 7158 members 
Mstep: Class 34 contains 29349 members 
Mstep: Class 35 contains 6583 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899656.000000 Penalty: 124296.320312
Iteration 121Q: 38 clusters Score -1.008997e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 15997 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26034 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 4579 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61382 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21015 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6401 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7415 members 
Mstep: Class 16 contains 161136 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37481 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86282 members 
Mstep: Class 21 contains 7968 members 
Mstep: Class 22 contains 167239 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 6338 members 
Mstep: Class 25 contains 13651 members 
Mstep: Class 26 contains 8152 members 
Mstep: Class 27 contains 11437 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15030 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6476 members 
Mstep: Class 32 contains 10534 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29348 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899624.000000 Penalty: 124296.320312
Iteration 122Q: 38 clusters Score -1.008996e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 15997 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26038 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 4579 members 
Mstep: Class 7 contains 6367 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61382 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21017 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6401 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7416 members 
Mstep: Class 16 contains 161136 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37482 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86284 members 
Mstep: Class 21 contains 7968 members 
Mstep: Class 22 contains 167237 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 6342 members 
Mstep: Class 25 contains 13649 members 
Mstep: Class 26 contains 8152 members 
Mstep: Class 27 contains 11437 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15023 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6483 members 
Mstep: Class 32 contains 10535 members 
Mstep: Class 33 contains 7165 members 
Mstep: Class 34 contains 29348 members 
Mstep: Class 35 contains 6585 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899608.000000 Penalty: 124296.320312
Iteration 123Q: 38 clusters Score -1.008996e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 15997 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 6 contains 4579 members 
Mstep: Class 7 contains 6367 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61381 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21021 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6401 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7416 members 
Mstep: Class 16 contains 161137 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37480 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86285 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 167237 members 
Mstep: Class 23 contains 3825 members 
Mstep: Class 24 contains 6336 members 
Mstep: Class 25 contains 13648 members 
Mstep: Class 26 contains 8152 members 
Mstep: Class 27 contains 11436 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15016 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 10535 members 
Mstep: Class 33 contains 7167 members 
Mstep: Class 34 contains 29352 members 
Mstep: Class 35 contains 6585 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899632.000000 Penalty: 124296.320312
Iteration 124Q: 38 clusters Score -1.008996e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 15997 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26044 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 4577 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61379 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21023 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6402 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7416 members 
Mstep: Class 16 contains 161138 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37478 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86284 members 
Mstep: Class 21 contains 7970 members 
Mstep: Class 22 contains 167234 members 
Mstep: Class 23 contains 3825 members 
Mstep: Class 24 contains 6332 members 
Mstep: Class 25 contains 13648 members 
Mstep: Class 26 contains 8152 members 
Mstep: Class 27 contains 11434 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15010 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 10535 members 
Mstep: Class 33 contains 7167 members 
Mstep: Class 34 contains 29356 members 
Mstep: Class 35 contains 6585 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899648.000000 Penalty: 124296.320312
Iteration 125Q: 38 clusters Score -1.008996e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 15998 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26045 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 4577 members 
Mstep: Class 7 contains 6367 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61379 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21023 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6403 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7415 members 
Mstep: Class 16 contains 161137 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37478 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86284 members 
Mstep: Class 21 contains 7971 members 
Mstep: Class 22 contains 167233 members 
Mstep: Class 23 contains 3823 members 
Mstep: Class 24 contains 6331 members 
Mstep: Class 25 contains 13647 members 
Mstep: Class 26 contains 8151 members 
Mstep: Class 27 contains 11433 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15005 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6509 members 
Mstep: Class 32 contains 10535 members 
Mstep: Class 33 contains 7165 members 
Mstep: Class 34 contains 29362 members 
Mstep: Class 35 contains 6585 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899656.000000 Penalty: 124296.320312
Iteration 126Q: 38 clusters Score -1.008997e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 15999 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26046 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 4577 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61378 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21025 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6402 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7416 members 
Mstep: Class 16 contains 161135 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37478 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86285 members 
Mstep: Class 21 contains 7971 members 
Mstep: Class 22 contains 167232 members 
Mstep: Class 23 contains 3821 members 
Mstep: Class 24 contains 6330 members 
Mstep: Class 25 contains 13645 members 
Mstep: Class 26 contains 8150 members 
Mstep: Class 27 contains 11433 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15006 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 10535 members 
Mstep: Class 33 contains 7164 members 
Mstep: Class 34 contains 29371 members 
Mstep: Class 35 contains 6585 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899640.000000 Penalty: 124296.320312
Iteration 127Q: 38 clusters Score -1.008996e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 15999 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26046 members 
Mstep: Class 5 contains 2353 members 
Mstep: Class 6 contains 4577 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61378 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21027 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6402 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7417 members 
Mstep: Class 16 contains 161134 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37477 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86285 members 
Mstep: Class 21 contains 7971 members 
Mstep: Class 22 contains 167232 members 
Mstep: Class 23 contains 3819 members 
Mstep: Class 24 contains 6328 members 
Mstep: Class 25 contains 13644 members 
Mstep: Class 26 contains 8149 members 
Mstep: Class 27 contains 11432 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 15004 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6517 members 
Mstep: Class 32 contains 10535 members 
Mstep: Class 33 contains 7164 members 
Mstep: Class 34 contains 29376 members 
Mstep: Class 35 contains 6585 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899696.000000 Penalty: 124296.320312
Iteration 128Q: 38 clusters Score -1.008997e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 16000 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 26047 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 4577 members 
Mstep: Class 7 contains 6369 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61378 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21028 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6402 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7418 members 
Mstep: Class 16 contains 161132 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37478 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 86288 members 
Mstep: Class 21 contains 7971 members 
Mstep: Class 22 contains 167231 members 
Mstep: Class 23 contains 3818 members 
Mstep: Class 24 contains 6324 members 
Mstep: Class 25 contains 13644 members 
Mstep: Class 26 contains 8147 members 
Mstep: Class 27 contains 11432 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14998 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6523 members 
Mstep: Class 32 contains 10535 members 
Mstep: Class 33 contains 7163 members 
Mstep: Class 34 contains 29379 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899696.000000 Penalty: 124296.320312
Iteration 129Q: 38 clusters Score -1.008997e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 26049 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 4577 members 
Mstep: Class 7 contains 6369 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61378 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21027 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6402 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7419 members 
Mstep: Class 16 contains 161133 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37480 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86288 members 
Mstep: Class 21 contains 7971 members 
Mstep: Class 22 contains 167230 members 
Mstep: Class 23 contains 3819 members 
Mstep: Class 24 contains 6321 members 
Mstep: Class 25 contains 13643 members 
Mstep: Class 26 contains 8145 members 
Mstep: Class 27 contains 11434 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14996 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6527 members 
Mstep: Class 32 contains 10535 members 
Mstep: Class 33 contains 7163 members 
Mstep: Class 34 contains 29378 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899688.000000 Penalty: 124296.320312
Iteration 130Q: 38 clusters Score -1.008997e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 16002 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 4577 members 
Mstep: Class 7 contains 6367 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61379 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21027 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6402 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7417 members 
Mstep: Class 16 contains 161134 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37479 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86290 members 
Mstep: Class 21 contains 7971 members 
Mstep: Class 22 contains 167228 members 
Mstep: Class 23 contains 3817 members 
Mstep: Class 24 contains 6320 members 
Mstep: Class 25 contains 13643 members 
Mstep: Class 26 contains 8143 members 
Mstep: Class 27 contains 11433 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14994 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6530 members 
Mstep: Class 32 contains 10536 members 
Mstep: Class 33 contains 7163 members 
Mstep: Class 34 contains 29379 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899672.000000 Penalty: 124296.320312
Iteration 131Q: 38 clusters Score -1.008997e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 26055 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 4577 members 
Mstep: Class 7 contains 6367 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61379 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21027 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6402 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7415 members 
Mstep: Class 16 contains 161133 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37477 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86293 members 
Mstep: Class 21 contains 7971 members 
Mstep: Class 22 contains 167225 members 
Mstep: Class 23 contains 3816 members 
Mstep: Class 24 contains 6321 members 
Mstep: Class 25 contains 13644 members 
Mstep: Class 26 contains 8143 members 
Mstep: Class 27 contains 11433 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14992 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6533 members 
Mstep: Class 32 contains 10536 members 
Mstep: Class 33 contains 7160 members 
Mstep: Class 34 contains 29383 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899760.000000 Penalty: 124296.320312
Iteration 132Q: 38 clusters Score -1.008998e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 26058 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 4578 members 
Mstep: Class 7 contains 6366 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61379 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21027 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6403 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7415 members 
Mstep: Class 16 contains 161133 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37472 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86293 members 
Mstep: Class 21 contains 7971 members 
Mstep: Class 22 contains 167224 members 
Mstep: Class 23 contains 3816 members 
Mstep: Class 24 contains 6320 members 
Mstep: Class 25 contains 13643 members 
Mstep: Class 26 contains 8142 members 
Mstep: Class 27 contains 11434 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14993 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6535 members 
Mstep: Class 32 contains 10536 members 
Mstep: Class 33 contains 7160 members 
Mstep: Class 34 contains 29383 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899752.000000 Penalty: 124296.320312
Iteration 133Q: 38 clusters Score -1.008998e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 26058 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 4578 members 
Mstep: Class 7 contains 6367 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61379 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21027 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7415 members 
Mstep: Class 16 contains 161133 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37469 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86293 members 
Mstep: Class 21 contains 7972 members 
Mstep: Class 22 contains 167224 members 
Mstep: Class 23 contains 3818 members 
Mstep: Class 24 contains 6318 members 
Mstep: Class 25 contains 13642 members 
Mstep: Class 26 contains 8141 members 
Mstep: Class 27 contains 11434 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14992 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6538 members 
Mstep: Class 32 contains 10536 members 
Mstep: Class 33 contains 7159 members 
Mstep: Class 34 contains 29381 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899760.000000 Penalty: 124296.320312
Iteration 134Q: 38 clusters Score -1.008998e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 16000 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 26057 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 4578 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61379 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21028 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 161132 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37468 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86295 members 
Mstep: Class 21 contains 7973 members 
Mstep: Class 22 contains 167225 members 
Mstep: Class 23 contains 3819 members 
Mstep: Class 24 contains 6317 members 
Mstep: Class 25 contains 13643 members 
Mstep: Class 26 contains 8142 members 
Mstep: Class 27 contains 11434 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14985 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6543 members 
Mstep: Class 32 contains 10536 members 
Mstep: Class 33 contains 7157 members 
Mstep: Class 34 contains 29385 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899704.000000 Penalty: 124296.320312
Iteration 135Q: 38 clusters Score -1.008997e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 16000 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 26058 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 4578 members 
Mstep: Class 7 contains 6369 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61379 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21027 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7415 members 
Mstep: Class 16 contains 161132 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37466 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86295 members 
Mstep: Class 21 contains 7974 members 
Mstep: Class 22 contains 167225 members 
Mstep: Class 23 contains 3819 members 
Mstep: Class 24 contains 6317 members 
Mstep: Class 25 contains 13643 members 
Mstep: Class 26 contains 8142 members 
Mstep: Class 27 contains 11433 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14983 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6550 members 
Mstep: Class 32 contains 10536 members 
Mstep: Class 33 contains 7156 members 
Mstep: Class 34 contains 29384 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899696.000000 Penalty: 124296.320312
Iteration 136Q: 38 clusters Score -1.008997e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 16000 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 26059 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 4578 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61377 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21026 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 161134 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37465 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86295 members 
Mstep: Class 21 contains 7974 members 
Mstep: Class 22 contains 167223 members 
Mstep: Class 23 contains 3818 members 
Mstep: Class 24 contains 6315 members 
Mstep: Class 25 contains 13643 members 
Mstep: Class 26 contains 8142 members 
Mstep: Class 27 contains 11432 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14982 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 10536 members 
Mstep: Class 33 contains 7156 members 
Mstep: Class 34 contains 29386 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899680.000000 Penalty: 124296.320312
Iteration 137Q: 38 clusters Score -1.008997e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 26062 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 4578 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61376 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21026 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 161134 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37465 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86293 members 
Mstep: Class 21 contains 7974 members 
Mstep: Class 22 contains 167224 members 
Mstep: Class 23 contains 3817 members 
Mstep: Class 24 contains 6312 members 
Mstep: Class 25 contains 13643 members 
Mstep: Class 26 contains 8142 members 
Mstep: Class 27 contains 11434 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14978 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6561 members 
Mstep: Class 32 contains 10536 members 
Mstep: Class 33 contains 7158 members 
Mstep: Class 34 contains 29387 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899736.000000 Penalty: 124296.320312
Iteration 138Q: 38 clusters Score -1.008997e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 26068 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 4578 members 
Mstep: Class 7 contains 6374 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61376 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21026 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 161135 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37464 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86291 members 
Mstep: Class 21 contains 7974 members 
Mstep: Class 22 contains 167222 members 
Mstep: Class 23 contains 3817 members 
Mstep: Class 24 contains 6309 members 
Mstep: Class 25 contains 13642 members 
Mstep: Class 26 contains 8142 members 
Mstep: Class 27 contains 11436 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14971 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6569 members 
Mstep: Class 32 contains 10536 members 
Mstep: Class 33 contains 7159 members 
Mstep: Class 34 contains 29388 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899712.000000 Penalty: 124296.320312
Iteration 139Q: 38 clusters Score -1.008997e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 26070 members 
Mstep: Class 5 contains 2360 members 
Mstep: Class 6 contains 4577 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61377 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21026 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 161134 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37464 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86289 members 
Mstep: Class 21 contains 7974 members 
Mstep: Class 22 contains 167219 members 
Mstep: Class 23 contains 3817 members 
Mstep: Class 24 contains 6308 members 
Mstep: Class 25 contains 13642 members 
Mstep: Class 26 contains 8142 members 
Mstep: Class 27 contains 11435 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14960 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6581 members 
Mstep: Class 32 contains 10536 members 
Mstep: Class 33 contains 7159 members 
Mstep: Class 34 contains 29391 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899736.000000 Penalty: 124296.320312
Iteration 140F: 38 clusters Score -1.008997e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26071 members 
Mstep: Class 5 contains 2360 members 
Mstep: Class 6 contains 4576 members 
Mstep: Class 7 contains 6376 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61376 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21027 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 161134 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37464 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86289 members 
Mstep: Class 21 contains 7974 members 
Mstep: Class 22 contains 167220 members 
Mstep: Class 23 contains 3816 members 
Mstep: Class 24 contains 6306 members 
Mstep: Class 25 contains 13641 members 
Mstep: Class 26 contains 8142 members 
Mstep: Class 27 contains 11434 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14948 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6594 members 
Mstep: Class 32 contains 10536 members 
Mstep: Class 33 contains 7158 members 
Mstep: Class 34 contains 29394 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899728.000000 Penalty: 124296.320312
Iteration 141Q: 38 clusters Score -1.008997e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26072 members 
Mstep: Class 5 contains 2360 members 
Mstep: Class 6 contains 4575 members 
Mstep: Class 7 contains 6377 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61374 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21028 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7415 members 
Mstep: Class 16 contains 161135 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37465 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86288 members 
Mstep: Class 21 contains 7974 members 
Mstep: Class 22 contains 167223 members 
Mstep: Class 23 contains 3814 members 
Mstep: Class 24 contains 6300 members 
Mstep: Class 25 contains 13641 members 
Mstep: Class 26 contains 8141 members 
Mstep: Class 27 contains 11434 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14938 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6604 members 
Mstep: Class 32 contains 10537 members 
Mstep: Class 33 contains 7157 members 
Mstep: Class 34 contains 29395 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899824.000000 Penalty: 124296.320312
Iteration 142Q: 38 clusters Score -1.008998e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26073 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 4574 members 
Mstep: Class 7 contains 6377 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61373 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21031 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7413 members 
Mstep: Class 16 contains 161136 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37464 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 86285 members 
Mstep: Class 21 contains 7974 members 
Mstep: Class 22 contains 167224 members 
Mstep: Class 23 contains 3812 members 
Mstep: Class 24 contains 6296 members 
Mstep: Class 25 contains 13642 members 
Mstep: Class 26 contains 8140 members 
Mstep: Class 27 contains 11435 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14938 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6611 members 
Mstep: Class 32 contains 10537 members 
Mstep: Class 33 contains 7157 members 
Mstep: Class 34 contains 29394 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899872.000000 Penalty: 124296.320312
Iteration 143Q: 38 clusters Score -1.008999e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 16000 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26073 members 
Mstep: Class 5 contains 2364 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6378 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61372 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21032 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7410 members 
Mstep: Class 16 contains 161137 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37464 members 
Mstep: Class 19 contains 3378 members 
Mstep: Class 20 contains 86285 members 
Mstep: Class 21 contains 7974 members 
Mstep: Class 22 contains 167227 members 
Mstep: Class 23 contains 3810 members 
Mstep: Class 24 contains 6294 members 
Mstep: Class 25 contains 13643 members 
Mstep: Class 26 contains 8139 members 
Mstep: Class 27 contains 11434 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14936 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6616 members 
Mstep: Class 32 contains 10537 members 
Mstep: Class 33 contains 7159 members 
Mstep: Class 34 contains 29393 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899816.000000 Penalty: 124296.320312
Iteration 144Q: 38 clusters Score -1.008998e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 26073 members 
Mstep: Class 5 contains 2364 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6379 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61372 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21035 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7407 members 
Mstep: Class 16 contains 161138 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37464 members 
Mstep: Class 19 contains 3378 members 
Mstep: Class 20 contains 86283 members 
Mstep: Class 21 contains 7975 members 
Mstep: Class 22 contains 167228 members 
Mstep: Class 23 contains 3810 members 
Mstep: Class 24 contains 6293 members 
Mstep: Class 25 contains 13645 members 
Mstep: Class 26 contains 8138 members 
Mstep: Class 27 contains 11433 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14934 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6621 members 
Mstep: Class 32 contains 10537 members 
Mstep: Class 33 contains 7158 members 
Mstep: Class 34 contains 29393 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899760.000000 Penalty: 124296.320312
Iteration 145Q: 38 clusters Score -1.008998e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 26074 members 
Mstep: Class 5 contains 2364 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6379 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61372 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21037 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7406 members 
Mstep: Class 16 contains 161138 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37464 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86284 members 
Mstep: Class 21 contains 7975 members 
Mstep: Class 22 contains 167228 members 
Mstep: Class 23 contains 3812 members 
Mstep: Class 24 contains 6290 members 
Mstep: Class 25 contains 13646 members 
Mstep: Class 26 contains 8131 members 
Mstep: Class 27 contains 11433 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14926 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6628 members 
Mstep: Class 32 contains 10538 members 
Mstep: Class 33 contains 7159 members 
Mstep: Class 34 contains 29398 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899760.000000 Penalty: 124296.320312
Iteration 146Q: 38 clusters Score -1.008998e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26074 members 
Mstep: Class 5 contains 2364 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6379 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61372 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21038 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7404 members 
Mstep: Class 16 contains 161139 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37464 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86284 members 
Mstep: Class 21 contains 7975 members 
Mstep: Class 22 contains 167229 members 
Mstep: Class 23 contains 3816 members 
Mstep: Class 24 contains 6287 members 
Mstep: Class 25 contains 13645 members 
Mstep: Class 26 contains 8129 members 
Mstep: Class 27 contains 11433 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14918 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6634 members 
Mstep: Class 32 contains 10538 members 
Mstep: Class 33 contains 7160 members 
Mstep: Class 34 contains 29399 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899832.000000 Penalty: 124296.320312
Iteration 147Q: 38 clusters Score -1.008998e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26076 members 
Mstep: Class 5 contains 2364 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6378 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61373 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21038 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7405 members 
Mstep: Class 16 contains 161139 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37463 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86285 members 
Mstep: Class 21 contains 7975 members 
Mstep: Class 22 contains 167226 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 6286 members 
Mstep: Class 25 contains 13645 members 
Mstep: Class 26 contains 8127 members 
Mstep: Class 27 contains 11434 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14915 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6639 members 
Mstep: Class 32 contains 10538 members 
Mstep: Class 33 contains 7162 members 
Mstep: Class 34 contains 29402 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899888.000000 Penalty: 124296.320312
Iteration 148Q: 38 clusters Score -1.008999e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26078 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6377 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61375 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21038 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7406 members 
Mstep: Class 16 contains 161139 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37464 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86285 members 
Mstep: Class 21 contains 7976 members 
Mstep: Class 22 contains 167222 members 
Mstep: Class 23 contains 3808 members 
Mstep: Class 24 contains 6288 members 
Mstep: Class 25 contains 13645 members 
Mstep: Class 26 contains 8127 members 
Mstep: Class 27 contains 11435 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14909 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6644 members 
Mstep: Class 32 contains 10538 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29405 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899896.000000 Penalty: 124296.320312
Iteration 149Q: 38 clusters Score -1.008999e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26081 members 
Mstep: Class 5 contains 2364 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6376 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61375 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21038 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7406 members 
Mstep: Class 16 contains 161137 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37463 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86283 members 
Mstep: Class 21 contains 7980 members 
Mstep: Class 22 contains 167220 members 
Mstep: Class 23 contains 3803 members 
Mstep: Class 24 contains 6291 members 
Mstep: Class 25 contains 13645 members 
Mstep: Class 26 contains 8126 members 
Mstep: Class 27 contains 11435 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14905 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6650 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7160 members 
Mstep: Class 34 contains 29407 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899848.000000 Penalty: 124296.320312
Iteration 150Q: 38 clusters Score -1.008998e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26082 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6376 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61375 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21038 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7406 members 
Mstep: Class 16 contains 161137 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37463 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86282 members 
Mstep: Class 21 contains 7980 members 
Mstep: Class 22 contains 167218 members 
Mstep: Class 23 contains 3801 members 
Mstep: Class 24 contains 6293 members 
Mstep: Class 25 contains 13643 members 
Mstep: Class 26 contains 8125 members 
Mstep: Class 27 contains 11437 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14902 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6654 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29407 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899840.000000 Penalty: 124296.320312
Iteration 151Q: 38 clusters Score -1.008998e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 16002 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26082 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6376 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61375 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21038 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7406 members 
Mstep: Class 16 contains 161136 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37463 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86282 members 
Mstep: Class 21 contains 7981 members 
Mstep: Class 22 contains 167218 members 
Mstep: Class 23 contains 3800 members 
Mstep: Class 24 contains 6295 members 
Mstep: Class 25 contains 13642 members 
Mstep: Class 26 contains 8124 members 
Mstep: Class 27 contains 11437 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14901 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6656 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7160 members 
Mstep: Class 34 contains 29407 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899768.000000 Penalty: 124296.320312
Iteration 152Q: 38 clusters Score -1.008998e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 16002 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26083 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6376 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61375 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21037 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7406 members 
Mstep: Class 16 contains 161137 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37464 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86282 members 
Mstep: Class 21 contains 7980 members 
Mstep: Class 22 contains 167219 members 
Mstep: Class 23 contains 3800 members 
Mstep: Class 24 contains 6294 members 
Mstep: Class 25 contains 13641 members 
Mstep: Class 26 contains 8123 members 
Mstep: Class 27 contains 11436 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14899 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6658 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7162 members 
Mstep: Class 34 contains 29407 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899768.000000 Penalty: 124296.320312
Iteration 153Q: 38 clusters Score -1.008998e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 16002 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26083 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61375 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21036 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7406 members 
Mstep: Class 16 contains 161137 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37462 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86282 members 
Mstep: Class 21 contains 7981 members 
Mstep: Class 22 contains 167219 members 
Mstep: Class 23 contains 3800 members 
Mstep: Class 24 contains 6293 members 
Mstep: Class 25 contains 13641 members 
Mstep: Class 26 contains 8122 members 
Mstep: Class 27 contains 11437 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14901 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6662 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29407 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899776.000000 Penalty: 124296.320312
Iteration 154Q: 38 clusters Score -1.008998e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 16002 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26083 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61375 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21036 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6406 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7406 members 
Mstep: Class 16 contains 161137 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37462 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86283 members 
Mstep: Class 21 contains 7981 members 
Mstep: Class 22 contains 167219 members 
Mstep: Class 23 contains 3800 members 
Mstep: Class 24 contains 6294 members 
Mstep: Class 25 contains 13641 members 
Mstep: Class 26 contains 8122 members 
Mstep: Class 27 contains 11439 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14898 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6666 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7162 members 
Mstep: Class 34 contains 29406 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899784.000000 Penalty: 124296.320312
Iteration 155Q: 38 clusters Score -1.008998e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 16002 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26083 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6372 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61376 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21034 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7406 members 
Mstep: Class 16 contains 161137 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37462 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86282 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 167219 members 
Mstep: Class 23 contains 3800 members 
Mstep: Class 24 contains 6295 members 
Mstep: Class 25 contains 13641 members 
Mstep: Class 26 contains 8122 members 
Mstep: Class 27 contains 11440 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14895 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6670 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29405 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899688.000000 Penalty: 124296.320312
Iteration 156Q: 38 clusters Score -1.008997e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 16002 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26083 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61377 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21034 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7406 members 
Mstep: Class 16 contains 161137 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37460 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86282 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 167219 members 
Mstep: Class 23 contains 3800 members 
Mstep: Class 24 contains 6296 members 
Mstep: Class 25 contains 13640 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 11440 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14894 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6674 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29404 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899680.000000 Penalty: 124296.320312
Iteration 157Q: 38 clusters Score -1.008997e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 16002 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26083 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6372 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61378 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21034 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7406 members 
Mstep: Class 16 contains 161138 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37461 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86283 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 167219 members 
Mstep: Class 23 contains 3800 members 
Mstep: Class 24 contains 6296 members 
Mstep: Class 25 contains 13640 members 
Mstep: Class 26 contains 8120 members 
Mstep: Class 27 contains 11440 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14887 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6680 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29404 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899712.000000 Penalty: 124296.320312
Iteration 158Q: 38 clusters Score -1.008997e+08 nChanged 18
Entering ConstructFrom: 
Score: -100899712.000000 Penalty: 124296.320312
Entering ConstructFrom: 
Trying to split cluster 1 (12816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Entering Unmasked Estep 
Score: -1624310.125000 Penalty: 2345.695557
	Iteration 0F: 2 clusters Score -1624310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1614797.250000 Penalty: 4691.391113
	Iteration 0F: 3 clusters Score -1614797 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1618138.375000 Penalty: 4691.391113
	Iteration 1F: 3 clusters Score -1618138 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1618860.000000 Penalty: 4691.391113
	Iteration 2F: 3 clusters Score -1618860 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1619528.375000 Penalty: 4691.391113
	Iteration 3F: 3 clusters Score -1619528 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1620131.250000 Penalty: 4691.391113
	Iteration 4F: 3 clusters Score -1620131 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1620601.125000 Penalty: 4691.391113
	Iteration 5F: 3 clusters Score -1620601 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1620961.500000 Penalty: 4691.391113
	Iteration 6F: 3 clusters Score -1620962 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1621198.625000 Penalty: 4691.391113
	Iteration 7Q: 3 clusters Score -1621199 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1621363.250000 Penalty: 4691.391113
	Iteration 8Q: 3 clusters Score -1621363 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1621467.375000 Penalty: 4691.391113
	Iteration 9Q: 3 clusters Score -1621467 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1621547.375000 Penalty: 4691.391113
	Iteration 10Q: 3 clusters Score -1621547 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1621610.750000 Penalty: 4691.391113
	Iteration 11Q: 3 clusters Score -1621611 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1621663.500000 Penalty: 4691.391113
	Iteration 12Q: 3 clusters Score -1621664 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1621693.250000 Penalty: 4691.391113
	Iteration 13Q: 3 clusters Score -1621693 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1621715.500000 Penalty: 4691.391113
	Iteration 14Q: 3 clusters Score -1621716 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1621747.625000 Penalty: 4691.391113
	Iteration 15Q: 3 clusters Score -1621748 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1621790.875000 Penalty: 4691.391113
	Iteration 16Q: 3 clusters Score -1621791 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1621826.750000 Penalty: 4691.391113
	Iteration 17Q: 3 clusters Score -1621827 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1621875.000000 Penalty: 4691.391113
	Iteration 18Q: 3 clusters Score -1621875 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1621926.125000 Penalty: 4691.391113
	Iteration 19Q: 3 clusters Score -1621926 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1621973.875000 Penalty: 4691.391113
	Iteration 20F: 3 clusters Score -1621974 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1622026.875000 Penalty: 4691.391113
	Iteration 21Q: 3 clusters Score -1622027 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1622073.875000 Penalty: 4691.391113
	Iteration 22Q: 3 clusters Score -1622074 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1622116.500000 Penalty: 4691.391113
	Iteration 23Q: 3 clusters Score -1622116 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1622155.500000 Penalty: 4691.391113
	Iteration 24Q: 3 clusters Score -1622156 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1622176.875000 Penalty: 4691.391113
	Iteration 25Q: 3 clusters Score -1622177 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1622205.125000 Penalty: 4691.391113
	Iteration 26Q: 3 clusters Score -1622205 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1622227.625000 Penalty: 4691.391113
	Iteration 27Q: 3 clusters Score -1622228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1622251.000000 Penalty: 4691.391113
	Iteration 28Q: 3 clusters Score -1622251 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1622276.000000 Penalty: 4691.391113
	Iteration 29Q: 3 clusters Score -1622276 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1622306.625000 Penalty: 4691.391113
	Iteration 30Q: 3 clusters Score -1622307 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1622327.875000 Penalty: 4691.391113
	Iteration 31Q: 3 clusters Score -1622328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1622348.500000 Penalty: 4691.391113
	Iteration 32Q: 3 clusters Score -1622348 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1622375.500000 Penalty: 4691.391113
	Iteration 33Q: 3 clusters Score -1622376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1622400.250000 Penalty: 4691.391113
	Iteration 34Q: 3 clusters Score -1622400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1622420.000000 Penalty: 4691.391113
	Iteration 35Q: 3 clusters Score -1622420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1622432.875000 Penalty: 4691.391113
	Iteration 36Q: 3 clusters Score -1622433 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1622453.625000 Penalty: 4691.391113
	Iteration 37Q: 3 clusters Score -1622454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1622473.750000 Penalty: 4691.391113
	Iteration 38Q: 3 clusters Score -1622474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1622482.875000 Penalty: 4691.391113
	Iteration 39Q: 3 clusters Score -1622483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1622494.625000 Penalty: 4691.391113
	Iteration 40F: 3 clusters Score -1622495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1622502.625000 Penalty: 4691.391113
	Iteration 41Q: 3 clusters Score -1622503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1622507.625000 Penalty: 4691.391113
	Iteration 42Q: 3 clusters Score -1622508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1622514.375000 Penalty: 4691.391113
	Iteration 43Q: 3 clusters Score -1622514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1622521.375000 Penalty: 4691.391113
	Iteration 44Q: 3 clusters Score -1622521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1622523.000000 Penalty: 4691.391113
	Iteration 45Q: 3 clusters Score -1622523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1622527.375000 Penalty: 4691.391113
	Iteration 46Q: 3 clusters Score -1622527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1622528.250000 Penalty: 4691.391113
	Iteration 47Q: 3 clusters Score -1622528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1622527.000000 Penalty: 4691.391113
	Iteration 48Q: 3 clusters Score -1622527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1622532.375000 Penalty: 4691.391113
	Iteration 49Q: 3 clusters Score -1622532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1622531.875000 Penalty: 4691.391113
	Iteration 50Q: 3 clusters Score -1622532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1622533.000000 Penalty: 4691.391113
	Iteration 51Q: 3 clusters Score -1622533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1622533.625000 Penalty: 4691.391113
	Iteration 52Q: 3 clusters Score -1622534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1622532.375000 Penalty: 4691.391113
	Iteration 53Q: 3 clusters Score -1622532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1622533.375000 Penalty: 4691.391113
	Iteration 54Q: 3 clusters Score -1622533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1622534.875000 Penalty: 4691.391113
	Iteration 55Q: 3 clusters Score -1622535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1622534.250000 Penalty: 4691.391113
	Iteration 56Q: 3 clusters Score -1622534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1622530.625000 Penalty: 4691.391113
	Iteration 57Q: 3 clusters Score -1622531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1622536.000000 Penalty: 4691.391113
	Iteration 58Q: 3 clusters Score -1622536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1622535.375000 Penalty: 4691.391113
	Iteration 59Q: 3 clusters Score -1622535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1622535.875000 Penalty: 4691.391113
	Iteration 60F: 3 clusters Score -1622536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1622537.875000 Penalty: 4691.391113
	Iteration 61Q: 3 clusters Score -1622538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1622537.875000 Penalty: 4691.391113
	Iteration 62F: 3 clusters Score -1622538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Entering Unmasked Estep 
Score: -2182025.250000 Penalty: 2400.756104
	Iteration 0F: 2 clusters Score -2182025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2170462.500000 Penalty: 4801.512207
	Iteration 0F: 3 clusters Score -2170462 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2174247.500000 Penalty: 4801.512207
	Iteration 1F: 3 clusters Score -2174248 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2174735.250000 Penalty: 4801.512207
	Iteration 2F: 3 clusters Score -2174735 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2175260.750000 Penalty: 4801.512207
	Iteration 3F: 3 clusters Score -2175261 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2175840.250000 Penalty: 4801.512207
	Iteration 4F: 3 clusters Score -2175840 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2176447.000000 Penalty: 4801.512207
	Iteration 5F: 3 clusters Score -2176447 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2177135.000000 Penalty: 4801.512207
	Iteration 6F: 3 clusters Score -2177135 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2177908.000000 Penalty: 4801.512207
	Iteration 7F: 3 clusters Score -2177908 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2178736.500000 Penalty: 4801.512207
	Iteration 8F: 3 clusters Score -2178736 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2179630.750000 Penalty: 4801.512207
	Iteration 9Q: 3 clusters Score -2179631 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2180465.000000 Penalty: 4801.512207
	Iteration 10Q: 3 clusters Score -2180465 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2180830.250000 Penalty: 4801.512207
	Iteration 11Q: 3 clusters Score -2180830 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2180955.000000 Penalty: 4801.512207
	Iteration 12Q: 3 clusters Score -2180955 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2181014.250000 Penalty: 4801.512207
	Iteration 13Q: 3 clusters Score -2181014 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2181047.500000 Penalty: 4801.512207
	Iteration 14Q: 3 clusters Score -2181048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2181061.250000 Penalty: 4801.512207
	Iteration 15Q: 3 clusters Score -2181061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2181070.000000 Penalty: 4801.512207
	Iteration 16Q: 3 clusters Score -2181070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2181068.750000 Penalty: 4801.512207
	Iteration 17Q: 3 clusters Score -2181069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2181077.000000 Penalty: 4801.512207
	Iteration 18Q: 3 clusters Score -2181077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2181076.000000 Penalty: 4801.512207
	Iteration 19Q: 3 clusters Score -2181076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2181077.750000 Penalty: 4801.512207
	Iteration 20F: 3 clusters Score -2181078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2181082.250000 Penalty: 4801.512207
	Iteration 21Q: 3 clusters Score -2181082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2181080.000000 Penalty: 4801.512207
	Iteration 22Q: 3 clusters Score -2181080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2181080.000000 Penalty: 4801.512207
	Iteration 23Q: 3 clusters Score -2181080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2181082.750000 Penalty: 4801.512207
	Iteration 24Q: 3 clusters Score -2181083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2181082.000000 Penalty: 4801.512207
	Iteration 25Q: 3 clusters Score -2181082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2181082.750000 Penalty: 4801.512207
	Iteration 26Q: 3 clusters Score -2181083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2181080.500000 Penalty: 4801.512207
	Iteration 27Q: 3 clusters Score -2181080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2181080.500000 Penalty: 4801.512207
	Iteration 28F: 3 clusters Score -2181080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Entering Unmasked Estep 
Score: -190840.921875 Penalty: 1848.626953
	Iteration 0F: 2 clusters Score -190840.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -188625.406250 Penalty: 3697.253906
	Iteration 0F: 3 clusters Score -188625.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -189398.281250 Penalty: 3697.253906
	Iteration 1F: 3 clusters Score -189398.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -189819.890625 Penalty: 3697.253906
	Iteration 2F: 3 clusters Score -189819.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -190088.500000 Penalty: 3697.253906
	Iteration 3F: 3 clusters Score -190088.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -190252.234375 Penalty: 3697.253906
	Iteration 4F: 3 clusters Score -190252.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -190339.187500 Penalty: 3697.253906
	Iteration 5Q: 3 clusters Score -190339.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -190373.734375 Penalty: 3697.253906
	Iteration 6Q: 3 clusters Score -190373.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -190404.109375 Penalty: 3697.253906
	Iteration 7Q: 3 clusters Score -190404.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -190434.421875 Penalty: 3697.253906
	Iteration 8Q: 3 clusters Score -190434.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -190449.156250 Penalty: 3697.253906
	Iteration 9Q: 3 clusters Score -190449.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -190463.875000 Penalty: 3697.253906
	Iteration 10Q: 3 clusters Score -190463.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -190480.781250 Penalty: 3697.253906
	Iteration 11Q: 3 clusters Score -190480.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -190490.140625 Penalty: 3697.253906
	Iteration 12Q: 3 clusters Score -190490.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -190496.218750 Penalty: 3697.253906
	Iteration 13Q: 3 clusters Score -190496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -190498.625000 Penalty: 3697.253906
	Iteration 14Q: 3 clusters Score -190498.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -190499.859375 Penalty: 3697.253906
	Iteration 15Q: 3 clusters Score -190499.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -190501.265625 Penalty: 3697.253906
	Iteration 16Q: 3 clusters Score -190501.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -190504.640625 Penalty: 3697.253906
	Iteration 17Q: 3 clusters Score -190504.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -190512.093750 Penalty: 3697.253906
	Iteration 18Q: 3 clusters Score -190512.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -190517.453125 Penalty: 3697.253906
	Iteration 19Q: 3 clusters Score -190517.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -190518.593750 Penalty: 3697.253906
	Iteration 20F: 3 clusters Score -190518.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Entering Unmasked Estep 
Score: -3518104.750000 Penalty: 2521.921631
	Iteration 0F: 2 clusters Score -3518105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -3500076.750000 Penalty: 5043.843262
	Iteration 0F: 3 clusters Score -3500077 nChanged 11628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3506555.000000 Penalty: 5043.843262
	Iteration 1F: 3 clusters Score -3506555 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -3507040.250000 Penalty: 5043.843262
	Iteration 2Q: 3 clusters Score -3507040 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -3507607.000000 Penalty: 5043.843262
	Iteration 3Q: 3 clusters Score -3507607 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -3508291.500000 Penalty: 5043.843262
	Iteration 4F: 3 clusters Score -3508292 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -3509094.000000 Penalty: 5043.843262
	Iteration 5F: 3 clusters Score -3509094 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3510038.500000 Penalty: 5043.843262
	Iteration 6F: 3 clusters Score -3510038 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3511096.750000 Penalty: 5043.843262
	Iteration 7F: 3 clusters Score -3511097 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -3512146.250000 Penalty: 5043.843262
	Iteration 8F: 3 clusters Score -3512146 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -3513090.000000 Penalty: 5043.843262
	Iteration 9F: 3 clusters Score -3513090 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -3513873.000000 Penalty: 5043.843262
	Iteration 10Q: 3 clusters Score -3513873 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -3514503.750000 Penalty: 5043.843262
	Iteration 11Q: 3 clusters Score -3514504 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -3515315.000000 Penalty: 5043.843262
	Iteration 12Q: 3 clusters Score -3515315 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3516127.750000 Penalty: 5043.843262
	Iteration 13Q: 3 clusters Score -3516128 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -3516274.750000 Penalty: 5043.843262
	Iteration 14Q: 3 clusters Score -3516275 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3516337.000000 Penalty: 5043.843262
	Iteration 15Q: 3 clusters Score -3516337 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3516386.250000 Penalty: 5043.843262
	Iteration 16Q: 3 clusters Score -3516386 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -3516414.250000 Penalty: 5043.843262
	Iteration 17Q: 3 clusters Score -3516414 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3516434.250000 Penalty: 5043.843262
	Iteration 18Q: 3 clusters Score -3516434 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -3516442.000000 Penalty: 5043.843262
	Iteration 19Q: 3 clusters Score -3516442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -3516451.750000 Penalty: 5043.843262
	Iteration 20F: 3 clusters Score -3516452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -3516462.000000 Penalty: 5043.843262
	Iteration 21Q: 3 clusters Score -3516462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -3516467.000000 Penalty: 5043.843262
	Iteration 22Q: 3 clusters Score -3516467 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -3516485.750000 Penalty: 5043.843262
	Iteration 23Q: 3 clusters Score -3516486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3516486.750000 Penalty: 5043.843262
	Iteration 24Q: 3 clusters Score -3516487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3516495.750000 Penalty: 5043.843262
	Iteration 25Q: 3 clusters Score -3516496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -3516495.750000 Penalty: 5043.843262
	Iteration 26Q: 3 clusters Score -3516496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -3516509.000000 Penalty: 5043.843262
	Iteration 27Q: 3 clusters Score -3516509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3516508.000000 Penalty: 5043.843262
	Iteration 28Q: 3 clusters Score -3516508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3516504.500000 Penalty: 5043.843262
	Iteration 29Q: 3 clusters Score -3516504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -3516508.000000 Penalty: 5043.843262
	Iteration 30Q: 3 clusters Score -3516508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3516504.500000 Penalty: 5043.843262
	Iteration 31Q: 3 clusters Score -3516504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -3516510.750000 Penalty: 5043.843262
	Iteration 32Q: 3 clusters Score -3516511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3516511.500000 Penalty: 5043.843262
	Iteration 33Q: 3 clusters Score -3516512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -3516511.250000 Penalty: 5043.843262
	Iteration 34Q: 3 clusters Score -3516511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -3516510.500000 Penalty: 5043.843262
	Iteration 35Q: 3 clusters Score -3516510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3516508.000000 Penalty: 5043.843262
	Iteration 36Q: 3 clusters Score -3516508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3516514.250000 Penalty: 5043.843262
	Iteration 37Q: 3 clusters Score -3516514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3516517.750000 Penalty: 5043.843262
	Iteration 38Q: 3 clusters Score -3516518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -3516515.000000 Penalty: 5043.843262
	Iteration 39Q: 3 clusters Score -3516515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -3516517.250000 Penalty: 5043.843262
	Iteration 40F: 3 clusters Score -3516517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3516523.500000 Penalty: 5043.843262
	Iteration 41Q: 3 clusters Score -3516524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3516526.500000 Penalty: 5043.843262
	Iteration 42Q: 3 clusters Score -3516526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -3516526.500000 Penalty: 5043.843262
	Iteration 43Q: 3 clusters Score -3516526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3516531.250000 Penalty: 5043.843262
	Iteration 44Q: 3 clusters Score -3516531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3516531.250000 Penalty: 5043.843262
	Iteration 45F: 3 clusters Score -3516531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -311036.312500 Penalty: 1926.596191
	Iteration 0F: 2 clusters Score -311036.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -308158.937500 Penalty: 3853.192383
	Iteration 0F: 3 clusters Score -308158.9 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -308697.750000 Penalty: 3853.192383
	Iteration 1F: 3 clusters Score -308697.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -308843.750000 Penalty: 3853.192383
	Iteration 2F: 3 clusters Score -308843.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -308911.062500 Penalty: 3853.192383
	Iteration 3Q: 3 clusters Score -308911.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -308951.875000 Penalty: 3853.192383
	Iteration 4Q: 3 clusters Score -308951.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -308979.781250 Penalty: 3853.192383
	Iteration 5Q: 3 clusters Score -308979.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -308997.281250 Penalty: 3853.192383
	Iteration 6Q: 3 clusters Score -308997.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -309010.593750 Penalty: 3853.192383
	Iteration 7Q: 3 clusters Score -309010.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -309026.000000 Penalty: 3853.192383
	Iteration 8Q: 3 clusters Score -309026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -309040.000000 Penalty: 3853.192383
	Iteration 9Q: 3 clusters Score -309040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -309050.843750 Penalty: 3853.192383
	Iteration 10Q: 3 clusters Score -309050.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -309064.281250 Penalty: 3853.192383
	Iteration 11Q: 3 clusters Score -309064.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -309072.156250 Penalty: 3853.192383
	Iteration 12Q: 3 clusters Score -309072.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -309080.562500 Penalty: 3853.192383
	Iteration 13Q: 3 clusters Score -309080.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -309087.812500 Penalty: 3853.192383
	Iteration 14Q: 3 clusters Score -309087.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -309096.656250 Penalty: 3853.192383
	Iteration 15Q: 3 clusters Score -309096.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -309108.312500 Penalty: 3853.192383
	Iteration 16Q: 3 clusters Score -309108.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -309116.375000 Penalty: 3853.192383
	Iteration 17Q: 3 clusters Score -309116.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -309122.125000 Penalty: 3853.192383
	Iteration 18Q: 3 clusters Score -309122.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -309124.968750 Penalty: 3853.192383
	Iteration 19Q: 3 clusters Score -309125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -309130.437500 Penalty: 3853.192383
	Iteration 20F: 3 clusters Score -309130.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -309134.843750 Penalty: 3853.192383
	Iteration 21Q: 3 clusters Score -309134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -309138.625000 Penalty: 3853.192383
	Iteration 22Q: 3 clusters Score -309138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -309139.375000 Penalty: 3853.192383
	Iteration 23Q: 3 clusters Score -309139.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -309139.687500 Penalty: 3853.192383
	Iteration 24Q: 3 clusters Score -309139.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -309139.687500 Penalty: 3853.192383
	Iteration 25F: 3 clusters Score -309139.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Entering Unmasked Estep 
Score: -589813.437500 Penalty: 2090.125488
	Iteration 0F: 2 clusters Score -589813.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -585556.687500 Penalty: 4180.250977
	Iteration 0F: 3 clusters Score -585556.7 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -586630.250000 Penalty: 4180.250977
	Iteration 1F: 3 clusters Score -586630.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -586869.562500 Penalty: 4180.250977
	Iteration 2F: 3 clusters Score -586869.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -587052.750000 Penalty: 4180.250977
	Iteration 3F: 3 clusters Score -587052.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -587190.250000 Penalty: 4180.250977
	Iteration 4Q: 3 clusters Score -587190.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -587296.187500 Penalty: 4180.250977
	Iteration 5Q: 3 clusters Score -587296.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -587413.375000 Penalty: 4180.250977
	Iteration 6Q: 3 clusters Score -587413.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -587527.125000 Penalty: 4180.250977
	Iteration 7Q: 3 clusters Score -587527.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -587631.625000 Penalty: 4180.250977
	Iteration 8Q: 3 clusters Score -587631.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -587727.250000 Penalty: 4180.250977
	Iteration 9Q: 3 clusters Score -587727.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -587839.687500 Penalty: 4180.250977
	Iteration 10Q: 3 clusters Score -587839.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -587938.062500 Penalty: 4180.250977
	Iteration 11Q: 3 clusters Score -587938.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -588033.875000 Penalty: 4180.250977
	Iteration 12Q: 3 clusters Score -588033.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -588134.812500 Penalty: 4180.250977
	Iteration 13Q: 3 clusters Score -588134.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -588249.750000 Penalty: 4180.250977
	Iteration 14Q: 3 clusters Score -588249.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -588330.875000 Penalty: 4180.250977
	Iteration 15Q: 3 clusters Score -588330.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -588403.625000 Penalty: 4180.250977
	Iteration 16Q: 3 clusters Score -588403.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -588484.437500 Penalty: 4180.250977
	Iteration 17Q: 3 clusters Score -588484.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -588551.062500 Penalty: 4180.250977
	Iteration 18Q: 3 clusters Score -588551.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -588613.500000 Penalty: 4180.250977
	Iteration 19Q: 3 clusters Score -588613.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -588687.125000 Penalty: 4180.250977
	Iteration 20F: 3 clusters Score -588687.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -588775.500000 Penalty: 4180.250977
	Iteration 21Q: 3 clusters Score -588775.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -588901.437500 Penalty: 4180.250977
	Iteration 22Q: 3 clusters Score -588901.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -589065.250000 Penalty: 4180.250977
	Iteration 23Q: 3 clusters Score -589065.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -589241.437500 Penalty: 4180.250977
	Iteration 24Q: 3 clusters Score -589241.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -589446.625000 Penalty: 4180.250977
	Iteration 25Q: 3 clusters Score -589446.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -589645.562500 Penalty: 4180.250977
	Iteration 26Q: 3 clusters Score -589645.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -589821.187500 Penalty: 4180.250977
	Iteration 27Q: 3 clusters Score -589821.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -589921.000000 Penalty: 4180.250977
	Iteration 28Q: 3 clusters Score -589921 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -589988.062500 Penalty: 4180.250977
	Iteration 29Q: 3 clusters Score -589988.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -590025.437500 Penalty: 4180.250977
	Iteration 30Q: 3 clusters Score -590025.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -590052.437500 Penalty: 4180.250977
	Iteration 31Q: 3 clusters Score -590052.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -590063.937500 Penalty: 4180.250977
	Iteration 32Q: 3 clusters Score -590063.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -590071.562500 Penalty: 4180.250977
	Iteration 33Q: 3 clusters Score -590071.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -590077.562500 Penalty: 4180.250977
	Iteration 34Q: 3 clusters Score -590077.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -590082.062500 Penalty: 4180.250977
	Iteration 35Q: 3 clusters Score -590082.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -590085.125000 Penalty: 4180.250977
	Iteration 36Q: 3 clusters Score -590085.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -590091.375000 Penalty: 4180.250977
	Iteration 37Q: 3 clusters Score -590091.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -590093.562500 Penalty: 4180.250977
	Iteration 38Q: 3 clusters Score -590093.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -590096.187500 Penalty: 4180.250977
	Iteration 39Q: 3 clusters Score -590096.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -590099.437500 Penalty: 4180.250977
	Iteration 40F: 3 clusters Score -590099.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -590102.062500 Penalty: 4180.250977
	Iteration 41Q: 3 clusters Score -590102.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -590103.062500 Penalty: 4180.250977
	Iteration 42Q: 3 clusters Score -590103.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -590104.500000 Penalty: 4180.250977
	Iteration 43Q: 3 clusters Score -590104.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -590104.500000 Penalty: 4180.250977
	Iteration 44F: 3 clusters Score -590104.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 16002 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26083 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 6369 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61379 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21034 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7405 members 
Mstep: Class 16 contains 161139 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37462 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86284 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 167220 members 
Mstep: Class 23 contains 3801 members 
Mstep: Class 24 contains 6296 members 
Mstep: Class 25 contains 13640 members 
Mstep: Class 26 contains 8120 members 
Mstep: Class 27 contains 11440 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14881 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6686 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29406 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2982 members 
Mstep: Class 38 contains 2801 members 
Entering Unmasked Estep 
Score: -100898648.000000 Penalty: 127655.687500
Splitting cluster 6 changes total score from -100899712.000000 to -100898648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (6369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Entering Unmasked Estep 
Score: -826787.375000 Penalty: 2172.281250
	Iteration 0F: 2 clusters Score -826787.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -821456.250000 Penalty: 4344.562500
	Iteration 0F: 3 clusters Score -821456.2 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -822806.187500 Penalty: 4344.562500
	Iteration 1F: 3 clusters Score -822806.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -823049.937500 Penalty: 4344.562500
	Iteration 2F: 3 clusters Score -823049.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -823244.187500 Penalty: 4344.562500
	Iteration 3F: 3 clusters Score -823244.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -823403.437500 Penalty: 4344.562500
	Iteration 4Q: 3 clusters Score -823403.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -823559.937500 Penalty: 4344.562500
	Iteration 5Q: 3 clusters Score -823559.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -823719.375000 Penalty: 4344.562500
	Iteration 6Q: 3 clusters Score -823719.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -823884.625000 Penalty: 4344.562500
	Iteration 7Q: 3 clusters Score -823884.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -824021.187500 Penalty: 4344.562500
	Iteration 8Q: 3 clusters Score -824021.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -824146.500000 Penalty: 4344.562500
	Iteration 9Q: 3 clusters Score -824146.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -824256.500000 Penalty: 4344.562500
	Iteration 10Q: 3 clusters Score -824256.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -824345.937500 Penalty: 4344.562500
	Iteration 11Q: 3 clusters Score -824345.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -824429.937500 Penalty: 4344.562500
	Iteration 12Q: 3 clusters Score -824429.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -824509.500000 Penalty: 4344.562500
	Iteration 13Q: 3 clusters Score -824509.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -824582.187500 Penalty: 4344.562500
	Iteration 14Q: 3 clusters Score -824582.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -824650.062500 Penalty: 4344.562500
	Iteration 15Q: 3 clusters Score -824650.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -824707.062500 Penalty: 4344.562500
	Iteration 16Q: 3 clusters Score -824707.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -824755.687500 Penalty: 4344.562500
	Iteration 17Q: 3 clusters Score -824755.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -824786.812500 Penalty: 4344.562500
	Iteration 18Q: 3 clusters Score -824786.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -824818.875000 Penalty: 4344.562500
	Iteration 19Q: 3 clusters Score -824818.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -824850.937500 Penalty: 4344.562500
	Iteration 20F: 3 clusters Score -824850.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -824870.500000 Penalty: 4344.562500
	Iteration 21Q: 3 clusters Score -824870.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -824893.437500 Penalty: 4344.562500
	Iteration 22Q: 3 clusters Score -824893.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -824912.437500 Penalty: 4344.562500
	Iteration 23Q: 3 clusters Score -824912.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -824932.562500 Penalty: 4344.562500
	Iteration 24Q: 3 clusters Score -824932.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -824950.812500 Penalty: 4344.562500
	Iteration 25Q: 3 clusters Score -824950.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -824972.062500 Penalty: 4344.562500
	Iteration 26Q: 3 clusters Score -824972.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -824982.187500 Penalty: 4344.562500
	Iteration 27Q: 3 clusters Score -824982.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -824989.750000 Penalty: 4344.562500
	Iteration 28Q: 3 clusters Score -824989.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -824994.125000 Penalty: 4344.562500
	Iteration 29Q: 3 clusters Score -824994.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -824998.562500 Penalty: 4344.562500
	Iteration 30Q: 3 clusters Score -824998.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -825004.500000 Penalty: 4344.562500
	Iteration 31Q: 3 clusters Score -825004.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -825005.937500 Penalty: 4344.562500
	Iteration 32Q: 3 clusters Score -825005.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -825009.625000 Penalty: 4344.562500
	Iteration 33Q: 3 clusters Score -825009.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -825012.687500 Penalty: 4344.562500
	Iteration 34Q: 3 clusters Score -825012.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -825021.625000 Penalty: 4344.562500
	Iteration 35Q: 3 clusters Score -825021.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -825032.250000 Penalty: 4344.562500
	Iteration 36Q: 3 clusters Score -825032.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -825042.750000 Penalty: 4344.562500
	Iteration 37Q: 3 clusters Score -825042.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -825046.500000 Penalty: 4344.562500
	Iteration 38Q: 3 clusters Score -825046.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -825054.125000 Penalty: 4344.562500
	Iteration 39Q: 3 clusters Score -825054.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -825057.875000 Penalty: 4344.562500
	Iteration 40F: 3 clusters Score -825057.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -825058.125000 Penalty: 4344.562500
	Iteration 41Q: 3 clusters Score -825058.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -825058.687500 Penalty: 4344.562500
	Iteration 42Q: 3 clusters Score -825058.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -825062.562500 Penalty: 4344.562500
	Iteration 43Q: 3 clusters Score -825062.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -825066.125000 Penalty: 4344.562500
	Iteration 44Q: 3 clusters Score -825066.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -825069.062500 Penalty: 4344.562500
	Iteration 45Q: 3 clusters Score -825069.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -825069.125000 Penalty: 4344.562500
	Iteration 46Q: 3 clusters Score -825069.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -825072.687500 Penalty: 4344.562500
	Iteration 47Q: 3 clusters Score -825072.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -825074.312500 Penalty: 4344.562500
	Iteration 48Q: 3 clusters Score -825074.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -825076.937500 Penalty: 4344.562500
	Iteration 49Q: 3 clusters Score -825076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -825075.500000 Penalty: 4344.562500
	Iteration 50Q: 3 clusters Score -825075.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -825076.937500 Penalty: 4344.562500
	Iteration 51Q: 3 clusters Score -825076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -825076.312500 Penalty: 4344.562500
	Iteration 52Q: 3 clusters Score -825076.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -825076.437500 Penalty: 4344.562500
	Iteration 53Q: 3 clusters Score -825076.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -825078.250000 Penalty: 4344.562500
	Iteration 54Q: 3 clusters Score -825078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -825078.000000 Penalty: 4344.562500
	Iteration 55Q: 3 clusters Score -825078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -825079.812500 Penalty: 4344.562500
	Iteration 56Q: 3 clusters Score -825079.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -825079.812500 Penalty: 4344.562500
	Iteration 57F: 3 clusters Score -825079.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Entering Unmasked Estep 
Score: -270466.968750 Penalty: 1898.301880
	Iteration 0F: 2 clusters Score -270467 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 1026 members 
Entering Unmasked Estep 
Score: -267788.625000 Penalty: 3796.603760
	Iteration 0F: 3 clusters Score -267788.6 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -268377.937500 Penalty: 3796.603760
	Iteration 1F: 3 clusters Score -268377.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -268632.937500 Penalty: 3796.603760
	Iteration 2F: 3 clusters Score -268632.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -268886.437500 Penalty: 3796.603760
	Iteration 3F: 3 clusters Score -268886.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -269213.625000 Penalty: 3796.603760
	Iteration 4F: 3 clusters Score -269213.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -269549.125000 Penalty: 3796.603760
	Iteration 5F: 3 clusters Score -269549.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -269779.406250 Penalty: 3796.603760
	Iteration 6F: 3 clusters Score -269779.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -269918.031250 Penalty: 3796.603760
	Iteration 7Q: 3 clusters Score -269918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -269991.375000 Penalty: 3796.603760
	Iteration 8Q: 3 clusters Score -269991.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -270059.062500 Penalty: 3796.603760
	Iteration 9Q: 3 clusters Score -270059.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -270097.906250 Penalty: 3796.603760
	Iteration 10Q: 3 clusters Score -270097.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -270118.843750 Penalty: 3796.603760
	Iteration 11Q: 3 clusters Score -270118.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -270129.937500 Penalty: 3796.603760
	Iteration 12Q: 3 clusters Score -270129.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -270137.156250 Penalty: 3796.603760
	Iteration 13Q: 3 clusters Score -270137.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -270139.968750 Penalty: 3796.603760
	Iteration 14Q: 3 clusters Score -270140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -270141.250000 Penalty: 3796.603760
	Iteration 15Q: 3 clusters Score -270141.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -270143.250000 Penalty: 3796.603760
	Iteration 16Q: 3 clusters Score -270143.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -270144.437500 Penalty: 3796.603760
	Iteration 17Q: 3 clusters Score -270144.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -270148.437500 Penalty: 3796.603760
	Iteration 18Q: 3 clusters Score -270148.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -270150.250000 Penalty: 3796.603760
	Iteration 19Q: 3 clusters Score -270150.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -270151.093750 Penalty: 3796.603760
	Iteration 20F: 3 clusters Score -270151.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (61379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Entering Unmasked Estep 
Score: -8293825.000000 Penalty: 2734.156250
	Iteration 0F: 2 clusters Score -8293825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -8252479.500000 Penalty: 5468.312500
	Iteration 0F: 3 clusters Score -8252480 nChanged 28680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -8268818.000000 Penalty: 5468.312500
	Iteration 1F: 3 clusters Score -8268818 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -8269847.500000 Penalty: 5468.312500
	Iteration 2Q: 3 clusters Score -8269848 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -8271238.000000 Penalty: 5468.312500
	Iteration 3F: 3 clusters Score -8271238 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -8273251.000000 Penalty: 5468.312500
	Iteration 4F: 3 clusters Score -8273251 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -8276245.500000 Penalty: 5468.312500
	Iteration 5F: 3 clusters Score -8276246 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -8279877.000000 Penalty: 5468.312500
	Iteration 6F: 3 clusters Score -8279877 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -8283824.000000 Penalty: 5468.312500
	Iteration 7F: 3 clusters Score -8283824 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -8287020.000000 Penalty: 5468.312500
	Iteration 8F: 3 clusters Score -8287020 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -8289151.000000 Penalty: 5468.312500
	Iteration 9Q: 3 clusters Score -8289151 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8290230.500000 Penalty: 5468.312500
	Iteration 10Q: 3 clusters Score -8290230 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59802 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -8290785.000000 Penalty: 5468.312500
	Iteration 11Q: 3 clusters Score -8290785 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8291097.000000 Penalty: 5468.312500
	Iteration 12Q: 3 clusters Score -8291097 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8291236.500000 Penalty: 5468.312500
	Iteration 13Q: 3 clusters Score -8291236 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8291309.500000 Penalty: 5468.312500
	Iteration 14Q: 3 clusters Score -8291310 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8291378.500000 Penalty: 5468.312500
	Iteration 15Q: 3 clusters Score -8291378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8291424.500000 Penalty: 5468.312500
	Iteration 16Q: 3 clusters Score -8291424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8291458.500000 Penalty: 5468.312500
	Iteration 17Q: 3 clusters Score -8291458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8291483.000000 Penalty: 5468.312500
	Iteration 18Q: 3 clusters Score -8291483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8291486.000000 Penalty: 5468.312500
	Iteration 19Q: 3 clusters Score -8291486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60765 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8291502.500000 Penalty: 5468.312500
	Iteration 20F: 3 clusters Score -8291502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8291502.500000 Penalty: 5468.312500
	Iteration 21Q: 3 clusters Score -8291502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8291503.500000 Penalty: 5468.312500
	Iteration 22Q: 3 clusters Score -8291504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8291516.500000 Penalty: 5468.312500
	Iteration 23Q: 3 clusters Score -8291516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8291511.000000 Penalty: 5468.312500
	Iteration 24Q: 3 clusters Score -8291511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60794 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8291516.000000 Penalty: 5468.312500
	Iteration 25Q: 3 clusters Score -8291516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8291519.500000 Penalty: 5468.312500
	Iteration 26Q: 3 clusters Score -8291520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8291518.000000 Penalty: 5468.312500
	Iteration 27Q: 3 clusters Score -8291518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8291517.000000 Penalty: 5468.312500
	Iteration 28Q: 3 clusters Score -8291517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8291517.000000 Penalty: 5468.312500
	Iteration 29F: 3 clusters Score -8291517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Entering Unmasked Estep 
Score: -227521.656250 Penalty: 1838.065918
	Iteration 0F: 2 clusters Score -227521.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -225112.718750 Penalty: 3676.131836
	Iteration 0F: 3 clusters Score -225112.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -225532.062500 Penalty: 3676.131836
	Iteration 1F: 3 clusters Score -225532.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -225610.468750 Penalty: 3676.131836
	Iteration 2F: 3 clusters Score -225610.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -225662.453125 Penalty: 3676.131836
	Iteration 3Q: 3 clusters Score -225662.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -225690.203125 Penalty: 3676.131836
	Iteration 4Q: 3 clusters Score -225690.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -225711.921875 Penalty: 3676.131836
	Iteration 5Q: 3 clusters Score -225711.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -225734.406250 Penalty: 3676.131836
	Iteration 6Q: 3 clusters Score -225734.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -225749.218750 Penalty: 3676.131836
	Iteration 7Q: 3 clusters Score -225749.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -225758.703125 Penalty: 3676.131836
	Iteration 8Q: 3 clusters Score -225758.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -225766.875000 Penalty: 3676.131836
	Iteration 9Q: 3 clusters Score -225766.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -225773.390625 Penalty: 3676.131836
	Iteration 10Q: 3 clusters Score -225773.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -225778.671875 Penalty: 3676.131836
	Iteration 11Q: 3 clusters Score -225778.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -225783.828125 Penalty: 3676.131836
	Iteration 12Q: 3 clusters Score -225783.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -225785.421875 Penalty: 3676.131836
	Iteration 13Q: 3 clusters Score -225785.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -225788.062500 Penalty: 3676.131836
	Iteration 14Q: 3 clusters Score -225788.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -225789.968750 Penalty: 3676.131836
	Iteration 15Q: 3 clusters Score -225790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -225790.343750 Penalty: 3676.131836
	Iteration 16Q: 3 clusters Score -225790.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -225790.984375 Penalty: 3676.131836
	Iteration 17Q: 3 clusters Score -225791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -225790.984375 Penalty: 3676.131836
	Iteration 18F: 3 clusters Score -225791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Entering Unmasked Estep 
Score: -2856993.250000 Penalty: 2468.566162
	Iteration 0F: 2 clusters Score -2856993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2842171.250000 Penalty: 4937.132324
	Iteration 0F: 3 clusters Score -2842171 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2847313.500000 Penalty: 4937.132324
	Iteration 1F: 3 clusters Score -2847314 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2847890.500000 Penalty: 4937.132324
	Iteration 2F: 3 clusters Score -2847890 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2848434.750000 Penalty: 4937.132324
	Iteration 3F: 3 clusters Score -2848435 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2848921.000000 Penalty: 4937.132324
	Iteration 4F: 3 clusters Score -2848921 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2849408.500000 Penalty: 4937.132324
	Iteration 5Q: 3 clusters Score -2849408 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2849889.750000 Penalty: 4937.132324
	Iteration 6Q: 3 clusters Score -2849890 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2850299.500000 Penalty: 4937.132324
	Iteration 7Q: 3 clusters Score -2850300 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2850690.000000 Penalty: 4937.132324
	Iteration 8Q: 3 clusters Score -2850690 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2851060.250000 Penalty: 4937.132324
	Iteration 9Q: 3 clusters Score -2851060 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2851442.500000 Penalty: 4937.132324
	Iteration 10Q: 3 clusters Score -2851442 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2851851.750000 Penalty: 4937.132324
	Iteration 11Q: 3 clusters Score -2851852 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2852262.000000 Penalty: 4937.132324
	Iteration 12Q: 3 clusters Score -2852262 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2852602.250000 Penalty: 4937.132324
	Iteration 13Q: 3 clusters Score -2852602 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2852847.500000 Penalty: 4937.132324
	Iteration 14Q: 3 clusters Score -2852848 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2853001.750000 Penalty: 4937.132324
	Iteration 15Q: 3 clusters Score -2853002 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2853116.500000 Penalty: 4937.132324
	Iteration 16Q: 3 clusters Score -2853116 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2853207.250000 Penalty: 4937.132324
	Iteration 17Q: 3 clusters Score -2853207 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2853290.000000 Penalty: 4937.132324
	Iteration 18Q: 3 clusters Score -2853290 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2853325.750000 Penalty: 4937.132324
	Iteration 19Q: 3 clusters Score -2853326 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2853393.000000 Penalty: 4937.132324
	Iteration 20F: 3 clusters Score -2853393 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2853457.750000 Penalty: 4937.132324
	Iteration 21Q: 3 clusters Score -2853458 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2853509.750000 Penalty: 4937.132324
	Iteration 22Q: 3 clusters Score -2853510 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2853574.750000 Penalty: 4937.132324
	Iteration 23Q: 3 clusters Score -2853575 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2853641.500000 Penalty: 4937.132324
	Iteration 24Q: 3 clusters Score -2853642 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2853701.250000 Penalty: 4937.132324
	Iteration 25Q: 3 clusters Score -2853701 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2853765.750000 Penalty: 4937.132324
	Iteration 26Q: 3 clusters Score -2853766 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2853818.500000 Penalty: 4937.132324
	Iteration 27Q: 3 clusters Score -2853818 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2853878.000000 Penalty: 4937.132324
	Iteration 28Q: 3 clusters Score -2853878 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2853942.500000 Penalty: 4937.132324
	Iteration 29Q: 3 clusters Score -2853942 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2854003.750000 Penalty: 4937.132324
	Iteration 30Q: 3 clusters Score -2854004 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2854052.500000 Penalty: 4937.132324
	Iteration 31Q: 3 clusters Score -2854052 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2854131.250000 Penalty: 4937.132324
	Iteration 32Q: 3 clusters Score -2854131 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2854205.250000 Penalty: 4937.132324
	Iteration 33Q: 3 clusters Score -2854205 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2854267.250000 Penalty: 4937.132324
	Iteration 34Q: 3 clusters Score -2854267 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2854361.000000 Penalty: 4937.132324
	Iteration 35Q: 3 clusters Score -2854361 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2854444.250000 Penalty: 4937.132324
	Iteration 36Q: 3 clusters Score -2854444 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2854509.750000 Penalty: 4937.132324
	Iteration 37Q: 3 clusters Score -2854510 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2854597.000000 Penalty: 4937.132324
	Iteration 38Q: 3 clusters Score -2854597 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2854706.000000 Penalty: 4937.132324
	Iteration 39Q: 3 clusters Score -2854706 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2854824.500000 Penalty: 4937.132324
	Iteration 40F: 3 clusters Score -2854824 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2854934.750000 Penalty: 4937.132324
	Iteration 41Q: 3 clusters Score -2854935 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2855035.250000 Penalty: 4937.132324
	Iteration 42Q: 3 clusters Score -2855035 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2855136.750000 Penalty: 4937.132324
	Iteration 43Q: 3 clusters Score -2855137 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2855216.750000 Penalty: 4937.132324
	Iteration 44Q: 3 clusters Score -2855217 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2855273.500000 Penalty: 4937.132324
	Iteration 45Q: 3 clusters Score -2855274 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2855319.000000 Penalty: 4937.132324
	Iteration 46Q: 3 clusters Score -2855319 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2855369.750000 Penalty: 4937.132324
	Iteration 47Q: 3 clusters Score -2855370 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2855390.750000 Penalty: 4937.132324
	Iteration 48Q: 3 clusters Score -2855391 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2855431.000000 Penalty: 4937.132324
	Iteration 49Q: 3 clusters Score -2855431 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2855462.000000 Penalty: 4937.132324
	Iteration 50Q: 3 clusters Score -2855462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2855480.500000 Penalty: 4937.132324
	Iteration 51Q: 3 clusters Score -2855480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2855502.500000 Penalty: 4937.132324
	Iteration 52Q: 3 clusters Score -2855502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2855516.500000 Penalty: 4937.132324
	Iteration 53Q: 3 clusters Score -2855516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2855535.250000 Penalty: 4937.132324
	Iteration 54Q: 3 clusters Score -2855535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2855551.500000 Penalty: 4937.132324
	Iteration 55Q: 3 clusters Score -2855552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2855571.500000 Penalty: 4937.132324
	Iteration 56Q: 3 clusters Score -2855572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2855588.500000 Penalty: 4937.132324
	Iteration 57Q: 3 clusters Score -2855588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2855600.000000 Penalty: 4937.132324
	Iteration 58Q: 3 clusters Score -2855600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2855610.250000 Penalty: 4937.132324
	Iteration 59Q: 3 clusters Score -2855610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2855627.250000 Penalty: 4937.132324
	Iteration 60F: 3 clusters Score -2855627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2855641.500000 Penalty: 4937.132324
	Iteration 61Q: 3 clusters Score -2855642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2855647.500000 Penalty: 4937.132324
	Iteration 62Q: 3 clusters Score -2855648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2855648.000000 Penalty: 4937.132324
	Iteration 63Q: 3 clusters Score -2855648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2855656.750000 Penalty: 4937.132324
	Iteration 64Q: 3 clusters Score -2855657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2855659.500000 Penalty: 4937.132324
	Iteration 65Q: 3 clusters Score -2855660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2855662.500000 Penalty: 4937.132324
	Iteration 66Q: 3 clusters Score -2855662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2855662.500000 Penalty: 4937.132324
	Iteration 67Q: 3 clusters Score -2855662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2855663.000000 Penalty: 4937.132324
	Iteration 68Q: 3 clusters Score -2855663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2855662.000000 Penalty: 4937.132324
	Iteration 69Q: 3 clusters Score -2855662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2855665.500000 Penalty: 4937.132324
	Iteration 70Q: 3 clusters Score -2855666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2855669.000000 Penalty: 4937.132324
	Iteration 71Q: 3 clusters Score -2855669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2855664.250000 Penalty: 4937.132324
	Iteration 72Q: 3 clusters Score -2855664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2855667.500000 Penalty: 4937.132324
	Iteration 73Q: 3 clusters Score -2855668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2855669.500000 Penalty: 4937.132324
	Iteration 74Q: 3 clusters Score -2855670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2855669.500000 Penalty: 4937.132324
	Iteration 75F: 3 clusters Score -2855670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -44968.562500 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -44968.56 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 187 members 
Entering Unmasked Estep 
Score: -43576.777344 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -43576.78 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43785.789062 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -43785.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43875.113281 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -43875.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43924.648438 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -43924.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43977.402344 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -43977.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43996.531250 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -43996.53 nChanged 2
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: -44011.289062 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -44011.29 nChanged 2
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: -44017.750000 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -44017.75 nChanged 0
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: -44017.750000 Penalty: 2956.658691
	Iteration 8F: 3 clusters Score -44017.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -866550.125000 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -866550.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -861085.937500 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -861085.9 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -862528.562500 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -862528.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -862950.750000 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -862950.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -863398.375000 Penalty: 4347.590332
	Iteration 3F: 3 clusters Score -863398.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -863765.187500 Penalty: 4347.590332
	Iteration 4F: 3 clusters Score -863765.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -864011.375000 Penalty: 4347.590332
	Iteration 5F: 3 clusters Score -864011.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -864187.250000 Penalty: 4347.590332
	Iteration 6Q: 3 clusters Score -864187.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -864339.500000 Penalty: 4347.590332
	Iteration 7Q: 3 clusters Score -864339.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -864491.062500 Penalty: 4347.590332
	Iteration 8Q: 3 clusters Score -864491.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -864647.937500 Penalty: 4347.590332
	Iteration 9Q: 3 clusters Score -864647.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -864844.500000 Penalty: 4347.590332
	Iteration 10Q: 3 clusters Score -864844.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -865056.500000 Penalty: 4347.590332
	Iteration 11Q: 3 clusters Score -865056.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -865247.125000 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -865247.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -865419.875000 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -865419.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -865536.687500 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -865536.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -865628.375000 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -865628.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -865684.000000 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -865684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -865708.562500 Penalty: 4347.590332
	Iteration 17Q: 3 clusters Score -865708.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -865727.750000 Penalty: 4347.590332
	Iteration 18Q: 3 clusters Score -865727.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -865745.437500 Penalty: 4347.590332
	Iteration 19Q: 3 clusters Score -865745.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -865751.000000 Penalty: 4347.590332
	Iteration 20F: 3 clusters Score -865751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -865756.312500 Penalty: 4347.590332
	Iteration 21Q: 3 clusters Score -865756.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -865760.375000 Penalty: 4347.590332
	Iteration 22Q: 3 clusters Score -865760.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -865762.687500 Penalty: 4347.590332
	Iteration 23Q: 3 clusters Score -865762.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -865763.500000 Penalty: 4347.590332
	Iteration 24Q: 3 clusters Score -865763.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -865766.375000 Penalty: 4347.590332
	Iteration 25Q: 3 clusters Score -865766.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -865766.937500 Penalty: 4347.590332
	Iteration 26Q: 3 clusters Score -865766.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -865767.125000 Penalty: 4347.590332
	Iteration 27Q: 3 clusters Score -865767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -865767.750000 Penalty: 4347.590332
	Iteration 28Q: 3 clusters Score -865767.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -865768.562500 Penalty: 4347.590332
	Iteration 29Q: 3 clusters Score -865768.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -865767.562500 Penalty: 4347.590332
	Iteration 30Q: 3 clusters Score -865767.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -865767.562500 Penalty: 4347.590332
	Iteration 31F: 3 clusters Score -865767.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Entering Unmasked Estep 
Score: -704103.875000 Penalty: 2120.987061
	Iteration 0F: 2 clusters Score -704103.9 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 2568 members 
Entering Unmasked Estep 
Score: -699454.375000 Penalty: 4241.974121
	Iteration 0F: 3 clusters Score -699454.4 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -700641.625000 Penalty: 4241.974121
	Iteration 1F: 3 clusters Score -700641.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -700914.437500 Penalty: 4241.974121
	Iteration 2F: 3 clusters Score -700914.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -701076.187500 Penalty: 4241.974121
	Iteration 3F: 3 clusters Score -701076.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -701187.875000 Penalty: 4241.974121
	Iteration 4Q: 3 clusters Score -701187.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -701273.000000 Penalty: 4241.974121
	Iteration 5Q: 3 clusters Score -701273 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -701346.375000 Penalty: 4241.974121
	Iteration 6Q: 3 clusters Score -701346.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -701416.500000 Penalty: 4241.974121
	Iteration 7Q: 3 clusters Score -701416.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -701478.812500 Penalty: 4241.974121
	Iteration 8Q: 3 clusters Score -701478.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -701541.312500 Penalty: 4241.974121
	Iteration 9Q: 3 clusters Score -701541.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -701596.812500 Penalty: 4241.974121
	Iteration 10Q: 3 clusters Score -701596.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -701648.562500 Penalty: 4241.974121
	Iteration 11Q: 3 clusters Score -701648.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -701697.812500 Penalty: 4241.974121
	Iteration 12Q: 3 clusters Score -701697.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -701753.750000 Penalty: 4241.974121
	Iteration 13Q: 3 clusters Score -701753.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -701799.312500 Penalty: 4241.974121
	Iteration 14Q: 3 clusters Score -701799.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -701840.437500 Penalty: 4241.974121
	Iteration 15Q: 3 clusters Score -701840.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -701885.625000 Penalty: 4241.974121
	Iteration 16Q: 3 clusters Score -701885.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -701924.562500 Penalty: 4241.974121
	Iteration 17Q: 3 clusters Score -701924.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -701968.375000 Penalty: 4241.974121
	Iteration 18Q: 3 clusters Score -701968.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -702012.250000 Penalty: 4241.974121
	Iteration 19Q: 3 clusters Score -702012.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -702043.625000 Penalty: 4241.974121
	Iteration 20F: 3 clusters Score -702043.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -702065.187500 Penalty: 4241.974121
	Iteration 21Q: 3 clusters Score -702065.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -702085.375000 Penalty: 4241.974121
	Iteration 22Q: 3 clusters Score -702085.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -702115.187500 Penalty: 4241.974121
	Iteration 23Q: 3 clusters Score -702115.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -702150.375000 Penalty: 4241.974121
	Iteration 24Q: 3 clusters Score -702150.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -702170.062500 Penalty: 4241.974121
	Iteration 25Q: 3 clusters Score -702170.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -702185.750000 Penalty: 4241.974121
	Iteration 26Q: 3 clusters Score -702185.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -702203.687500 Penalty: 4241.974121
	Iteration 27Q: 3 clusters Score -702203.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -702215.562500 Penalty: 4241.974121
	Iteration 28Q: 3 clusters Score -702215.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -702225.375000 Penalty: 4241.974121
	Iteration 29Q: 3 clusters Score -702225.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -702229.812500 Penalty: 4241.974121
	Iteration 30Q: 3 clusters Score -702229.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -702237.625000 Penalty: 4241.974121
	Iteration 31Q: 3 clusters Score -702237.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -702245.062500 Penalty: 4241.974121
	Iteration 32Q: 3 clusters Score -702245.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -702253.125000 Penalty: 4241.974121
	Iteration 33Q: 3 clusters Score -702253.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -702261.937500 Penalty: 4241.974121
	Iteration 34Q: 3 clusters Score -702261.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -702268.875000 Penalty: 4241.974121
	Iteration 35Q: 3 clusters Score -702268.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -702274.875000 Penalty: 4241.974121
	Iteration 36Q: 3 clusters Score -702274.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -702279.437500 Penalty: 4241.974121
	Iteration 37Q: 3 clusters Score -702279.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -702282.437500 Penalty: 4241.974121
	Iteration 38Q: 3 clusters Score -702282.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -702284.812500 Penalty: 4241.974121
	Iteration 39Q: 3 clusters Score -702284.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -702291.062500 Penalty: 4241.974121
	Iteration 40F: 3 clusters Score -702291.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -702292.937500 Penalty: 4241.974121
	Iteration 41Q: 3 clusters Score -702292.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -702298.937500 Penalty: 4241.974121
	Iteration 42Q: 3 clusters Score -702298.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -702301.187500 Penalty: 4241.974121
	Iteration 43Q: 3 clusters Score -702301.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -702307.875000 Penalty: 4241.974121
	Iteration 44Q: 3 clusters Score -702307.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -702310.750000 Penalty: 4241.974121
	Iteration 45Q: 3 clusters Score -702310.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -702317.500000 Penalty: 4241.974121
	Iteration 46Q: 3 clusters Score -702317.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -702320.187500 Penalty: 4241.974121
	Iteration 47Q: 3 clusters Score -702320.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -702324.937500 Penalty: 4241.974121
	Iteration 48Q: 3 clusters Score -702324.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -702329.375000 Penalty: 4241.974121
	Iteration 49Q: 3 clusters Score -702329.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -702334.437500 Penalty: 4241.974121
	Iteration 50Q: 3 clusters Score -702334.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -702342.500000 Penalty: 4241.974121
	Iteration 51Q: 3 clusters Score -702342.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -702350.312500 Penalty: 4241.974121
	Iteration 52Q: 3 clusters Score -702350.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -702354.562500 Penalty: 4241.974121
	Iteration 53Q: 3 clusters Score -702354.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -702355.625000 Penalty: 4241.974121
	Iteration 54Q: 3 clusters Score -702355.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -702355.250000 Penalty: 4241.974121
	Iteration 55Q: 3 clusters Score -702355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -702358.562500 Penalty: 4241.974121
	Iteration 56Q: 3 clusters Score -702358.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -702359.562500 Penalty: 4241.974121
	Iteration 57Q: 3 clusters Score -702359.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -702360.437500 Penalty: 4241.974121
	Iteration 58Q: 3 clusters Score -702360.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -702360.437500 Penalty: 4241.974121
	Iteration 59F: 3 clusters Score -702360.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Entering Unmasked Estep 
Score: -960901.687500 Penalty: 2209.657959
	Iteration 0F: 2 clusters Score -960901.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -954793.250000 Penalty: 4419.315918
	Iteration 0F: 3 clusters Score -954793.2 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -956423.500000 Penalty: 4419.315918
	Iteration 1F: 3 clusters Score -956423.5 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -956718.125000 Penalty: 4419.315918
	Iteration 2F: 3 clusters Score -956718.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -956920.625000 Penalty: 4419.315918
	Iteration 3F: 3 clusters Score -956920.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -957101.000000 Penalty: 4419.315918
	Iteration 4Q: 3 clusters Score -957101 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -957256.437500 Penalty: 4419.315918
	Iteration 5Q: 3 clusters Score -957256.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -957396.000000 Penalty: 4419.315918
	Iteration 6Q: 3 clusters Score -957396 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -957531.312500 Penalty: 4419.315918
	Iteration 7Q: 3 clusters Score -957531.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -957647.062500 Penalty: 4419.315918
	Iteration 8Q: 3 clusters Score -957647.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -957776.250000 Penalty: 4419.315918
	Iteration 9Q: 3 clusters Score -957776.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -957894.500000 Penalty: 4419.315918
	Iteration 10Q: 3 clusters Score -957894.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -958013.562500 Penalty: 4419.315918
	Iteration 11Q: 3 clusters Score -958013.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -958153.875000 Penalty: 4419.315918
	Iteration 12Q: 3 clusters Score -958153.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -958312.687500 Penalty: 4419.315918
	Iteration 13Q: 3 clusters Score -958312.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -958472.312500 Penalty: 4419.315918
	Iteration 14Q: 3 clusters Score -958472.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -958674.187500 Penalty: 4419.315918
	Iteration 15Q: 3 clusters Score -958674.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -958842.000000 Penalty: 4419.315918
	Iteration 16Q: 3 clusters Score -958842 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -958948.437500 Penalty: 4419.315918
	Iteration 17Q: 3 clusters Score -958948.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -959025.437500 Penalty: 4419.315918
	Iteration 18Q: 3 clusters Score -959025.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -959089.750000 Penalty: 4419.315918
	Iteration 19Q: 3 clusters Score -959089.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -959136.937500 Penalty: 4419.315918
	Iteration 20F: 3 clusters Score -959136.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -959180.812500 Penalty: 4419.315918
	Iteration 21Q: 3 clusters Score -959180.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -959218.062500 Penalty: 4419.315918
	Iteration 22Q: 3 clusters Score -959218.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -959239.937500 Penalty: 4419.315918
	Iteration 23Q: 3 clusters Score -959239.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -959254.500000 Penalty: 4419.315918
	Iteration 24Q: 3 clusters Score -959254.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -959262.375000 Penalty: 4419.315918
	Iteration 25Q: 3 clusters Score -959262.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -959270.375000 Penalty: 4419.315918
	Iteration 26Q: 3 clusters Score -959270.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -959276.375000 Penalty: 4419.315918
	Iteration 27Q: 3 clusters Score -959276.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -959280.437500 Penalty: 4419.315918
	Iteration 28Q: 3 clusters Score -959280.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -959283.812500 Penalty: 4419.315918
	Iteration 29Q: 3 clusters Score -959283.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -959289.500000 Penalty: 4419.315918
	Iteration 30Q: 3 clusters Score -959289.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -959289.500000 Penalty: 4419.315918
	Iteration 31Q: 3 clusters Score -959289.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -959294.312500 Penalty: 4419.315918
	Iteration 32Q: 3 clusters Score -959294.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -959298.375000 Penalty: 4419.315918
	Iteration 33Q: 3 clusters Score -959298.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -959298.875000 Penalty: 4419.315918
	Iteration 34Q: 3 clusters Score -959298.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -959299.312500 Penalty: 4419.315918
	Iteration 35Q: 3 clusters Score -959299.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -959299.312500 Penalty: 4419.315918
	Iteration 36F: 3 clusters Score -959299.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (161139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161139 members 
Entering Unmasked Estep 
Score: -22042466.000000 Penalty: 2973.525635
	Iteration 0F: 2 clusters Score -2.204247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80787 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -21938622.000000 Penalty: 5947.051270
	Iteration 0F: 3 clusters Score -2.193862e+07 nChanged 76998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83279 members 
Mstep: Class 2 contains 77860 members 
Entering Unmasked Estep 
Score: -21982682.000000 Penalty: 5947.051270
	Iteration 1F: 3 clusters Score -2.198268e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84854 members 
Mstep: Class 2 contains 76285 members 
Entering Unmasked Estep 
Score: -21983632.000000 Penalty: 5947.051270
	Iteration 2Q: 3 clusters Score -2.198363e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87394 members 
Mstep: Class 2 contains 73745 members 
Entering Unmasked Estep 
Score: -21984908.000000 Penalty: 5947.051270
	Iteration 3Q: 3 clusters Score -2.198491e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 69853 members 
Entering Unmasked Estep 
Score: -21986778.000000 Penalty: 5947.051270
	Iteration 4Q: 3 clusters Score -2.198678e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97117 members 
Mstep: Class 2 contains 64022 members 
Entering Unmasked Estep 
Score: -21989636.000000 Penalty: 5947.051270
	Iteration 5Q: 3 clusters Score -2.198964e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105549 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -21994878.000000 Penalty: 5947.051270
	Iteration 6F: 3 clusters Score -2.199488e+07 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116953 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -22003242.000000 Penalty: 5947.051270
	Iteration 7F: 3 clusters Score -2.200324e+07 nChanged 13608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130483 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -22014564.000000 Penalty: 5947.051270
	Iteration 8F: 3 clusters Score -2.201456e+07 nChanged 12766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143211 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -22025832.000000 Penalty: 5947.051270
	Iteration 9F: 3 clusters Score -2.202583e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152169 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -22033260.000000 Penalty: 5947.051270
	Iteration 10F: 3 clusters Score -2.203326e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156943 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -22036994.000000 Penalty: 5947.051270
	Iteration 11Q: 3 clusters Score -2.203699e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159063 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -22038662.000000 Penalty: 5947.051270
	Iteration 12Q: 3 clusters Score -2.203866e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159940 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -22039306.000000 Penalty: 5947.051270
	Iteration 13Q: 3 clusters Score -2.203931e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160268 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -22039642.000000 Penalty: 5947.051270
	Iteration 14Q: 3 clusters Score -2.203964e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160418 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -22039812.000000 Penalty: 5947.051270
	Iteration 15Q: 3 clusters Score -2.203981e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160477 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -22039856.000000 Penalty: 5947.051270
	Iteration 16Q: 3 clusters Score -2.203986e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160511 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22039878.000000 Penalty: 5947.051270
	Iteration 17Q: 3 clusters Score -2.203988e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160532 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -22039910.000000 Penalty: 5947.051270
	Iteration 18Q: 3 clusters Score -2.203991e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160547 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -22039922.000000 Penalty: 5947.051270
	Iteration 19Q: 3 clusters Score -2.203992e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160563 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -22039908.000000 Penalty: 5947.051270
	Iteration 20F: 3 clusters Score -2.203991e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160581 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -22039948.000000 Penalty: 5947.051270
	Iteration 21Q: 3 clusters Score -2.203995e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160589 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -22039956.000000 Penalty: 5947.051270
	Iteration 22Q: 3 clusters Score -2.203996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160596 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -22039986.000000 Penalty: 5947.051270
	Iteration 23Q: 3 clusters Score -2.203999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160605 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -22039986.000000 Penalty: 5947.051270
	Iteration 24Q: 3 clusters Score -2.203999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160607 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -22039994.000000 Penalty: 5947.051270
	Iteration 25Q: 3 clusters Score -2.203999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160612 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -22040018.000000 Penalty: 5947.051270
	Iteration 26Q: 3 clusters Score -2.204002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160610 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -22040002.000000 Penalty: 5947.051270
	Iteration 27Q: 3 clusters Score -2.204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160610 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -22040002.000000 Penalty: 5947.051270
	Iteration 28F: 3 clusters Score -2.204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -84181.429688 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -84181.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82708.843750 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -82708.84 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -83041.023438 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -83041.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -83127.507812 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -83127.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -83217.921875 Penalty: 3245.780273
	Iteration 3Q: 3 clusters Score -83217.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -83280.429688 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -83280.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -83325.757812 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -83325.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -83351.257812 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -83351.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -83366.234375 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -83366.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -83376.093750 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -83376.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -83377.257812 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -83377.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -83377.257812 Penalty: 3245.780273
	Iteration 10F: 3 clusters Score -83377.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Entering Unmasked Estep 
Score: -5210364.500000 Penalty: 2611.708496
	Iteration 0F: 2 clusters Score -5210364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -5184951.500000 Penalty: 5223.416992
	Iteration 0F: 3 clusters Score -5184952 nChanged 17054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -5194374.000000 Penalty: 5223.416992
	Iteration 1F: 3 clusters Score -5194374 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -5195087.500000 Penalty: 5223.416992
	Iteration 2Q: 3 clusters Score -5195088 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -5195823.500000 Penalty: 5223.416992
	Iteration 3Q: 3 clusters Score -5195824 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -5196697.500000 Penalty: 5223.416992
	Iteration 4F: 3 clusters Score -5196698 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -5197603.000000 Penalty: 5223.416992
	Iteration 5F: 3 clusters Score -5197603 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -5198407.000000 Penalty: 5223.416992
	Iteration 6F: 3 clusters Score -5198407 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -5199131.500000 Penalty: 5223.416992
	Iteration 7Q: 3 clusters Score -5199132 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -5199736.000000 Penalty: 5223.416992
	Iteration 8Q: 3 clusters Score -5199736 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -5200196.000000 Penalty: 5223.416992
	Iteration 9Q: 3 clusters Score -5200196 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -5200559.500000 Penalty: 5223.416992
	Iteration 10Q: 3 clusters Score -5200560 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -5200856.000000 Penalty: 5223.416992
	Iteration 11Q: 3 clusters Score -5200856 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -5201041.000000 Penalty: 5223.416992
	Iteration 12Q: 3 clusters Score -5201041 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -5201213.000000 Penalty: 5223.416992
	Iteration 13Q: 3 clusters Score -5201213 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -5201365.500000 Penalty: 5223.416992
	Iteration 14Q: 3 clusters Score -5201366 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -5201446.500000 Penalty: 5223.416992
	Iteration 15Q: 3 clusters Score -5201446 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -5201529.000000 Penalty: 5223.416992
	Iteration 16Q: 3 clusters Score -5201529 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -5201571.500000 Penalty: 5223.416992
	Iteration 17Q: 3 clusters Score -5201572 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -5201647.000000 Penalty: 5223.416992
	Iteration 18Q: 3 clusters Score -5201647 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -5201689.000000 Penalty: 5223.416992
	Iteration 19Q: 3 clusters Score -5201689 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -5201709.500000 Penalty: 5223.416992
	Iteration 20F: 3 clusters Score -5201710 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -5201753.500000 Penalty: 5223.416992
	Iteration 21Q: 3 clusters Score -5201754 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -5201766.000000 Penalty: 5223.416992
	Iteration 22Q: 3 clusters Score -5201766 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -5201783.000000 Penalty: 5223.416992
	Iteration 23Q: 3 clusters Score -5201783 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -5201807.500000 Penalty: 5223.416992
	Iteration 24Q: 3 clusters Score -5201808 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -5201832.500000 Penalty: 5223.416992
	Iteration 25Q: 3 clusters Score -5201832 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -5201857.500000 Penalty: 5223.416992
	Iteration 26Q: 3 clusters Score -5201858 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -5201888.000000 Penalty: 5223.416992
	Iteration 27Q: 3 clusters Score -5201888 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -5201925.500000 Penalty: 5223.416992
	Iteration 28Q: 3 clusters Score -5201926 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -5201932.500000 Penalty: 5223.416992
	Iteration 29Q: 3 clusters Score -5201932 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -5201987.000000 Penalty: 5223.416992
	Iteration 30Q: 3 clusters Score -5201987 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -5202043.500000 Penalty: 5223.416992
	Iteration 31Q: 3 clusters Score -5202044 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -5202103.000000 Penalty: 5223.416992
	Iteration 32Q: 3 clusters Score -5202103 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -5202152.000000 Penalty: 5223.416992
	Iteration 33Q: 3 clusters Score -5202152 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -5202209.000000 Penalty: 5223.416992
	Iteration 34Q: 3 clusters Score -5202209 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -5202338.000000 Penalty: 5223.416992
	Iteration 35Q: 3 clusters Score -5202338 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -5202444.000000 Penalty: 5223.416992
	Iteration 36Q: 3 clusters Score -5202444 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -5202556.000000 Penalty: 5223.416992
	Iteration 37Q: 3 clusters Score -5202556 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -5202716.000000 Penalty: 5223.416992
	Iteration 38Q: 3 clusters Score -5202716 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -5202909.000000 Penalty: 5223.416992
	Iteration 39Q: 3 clusters Score -5202909 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -5203180.000000 Penalty: 5223.416992
	Iteration 40F: 3 clusters Score -5203180 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -5203499.500000 Penalty: 5223.416992
	Iteration 41Q: 3 clusters Score -5203500 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -5203860.500000 Penalty: 5223.416992
	Iteration 42Q: 3 clusters Score -5203860 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -5204254.500000 Penalty: 5223.416992
	Iteration 43Q: 3 clusters Score -5204254 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -5204679.500000 Penalty: 5223.416992
	Iteration 44Q: 3 clusters Score -5204680 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -5205131.000000 Penalty: 5223.416992
	Iteration 45Q: 3 clusters Score -5205131 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -5205580.500000 Penalty: 5223.416992
	Iteration 46Q: 3 clusters Score -5205580 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -5206077.000000 Penalty: 5223.416992
	Iteration 47Q: 3 clusters Score -5206077 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -5206520.000000 Penalty: 5223.416992
	Iteration 48Q: 3 clusters Score -5206520 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -5206833.500000 Penalty: 5223.416992
	Iteration 49Q: 3 clusters Score -5206834 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -5207097.500000 Penalty: 5223.416992
	Iteration 50Q: 3 clusters Score -5207098 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -5207325.500000 Penalty: 5223.416992
	Iteration 51Q: 3 clusters Score -5207326 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -5207544.000000 Penalty: 5223.416992
	Iteration 52Q: 3 clusters Score -5207544 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -5207697.000000 Penalty: 5223.416992
	Iteration 53Q: 3 clusters Score -5207697 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -5207806.500000 Penalty: 5223.416992
	Iteration 54Q: 3 clusters Score -5207806 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -5207887.000000 Penalty: 5223.416992
	Iteration 55Q: 3 clusters Score -5207887 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -5207958.500000 Penalty: 5223.416992
	Iteration 56Q: 3 clusters Score -5207958 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -5208001.000000 Penalty: 5223.416992
	Iteration 57Q: 3 clusters Score -5208001 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -5208032.500000 Penalty: 5223.416992
	Iteration 58Q: 3 clusters Score -5208032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -5208052.500000 Penalty: 5223.416992
	Iteration 59Q: 3 clusters Score -5208052 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -5208068.000000 Penalty: 5223.416992
	Iteration 60F: 3 clusters Score -5208068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -5208086.500000 Penalty: 5223.416992
	Iteration 61Q: 3 clusters Score -5208086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -5208100.500000 Penalty: 5223.416992
	Iteration 62Q: 3 clusters Score -5208100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -5208121.000000 Penalty: 5223.416992
	Iteration 63Q: 3 clusters Score -5208121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -5208130.500000 Penalty: 5223.416992
	Iteration 64Q: 3 clusters Score -5208130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -5208150.000000 Penalty: 5223.416992
	Iteration 65Q: 3 clusters Score -5208150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -5208158.000000 Penalty: 5223.416992
	Iteration 66Q: 3 clusters Score -5208158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -5208166.500000 Penalty: 5223.416992
	Iteration 67Q: 3 clusters Score -5208166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -5208168.500000 Penalty: 5223.416992
	Iteration 68Q: 3 clusters Score -5208168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -5208184.500000 Penalty: 5223.416992
	Iteration 69Q: 3 clusters Score -5208184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -5208181.000000 Penalty: 5223.416992
	Iteration 70Q: 3 clusters Score -5208181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -5208193.000000 Penalty: 5223.416992
	Iteration 71Q: 3 clusters Score -5208193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -5208194.000000 Penalty: 5223.416992
	Iteration 72Q: 3 clusters Score -5208194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -5208191.000000 Penalty: 5223.416992
	Iteration 73Q: 3 clusters Score -5208191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -5208209.000000 Penalty: 5223.416992
	Iteration 74Q: 3 clusters Score -5208209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -5208214.000000 Penalty: 5223.416992
	Iteration 75Q: 3 clusters Score -5208214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -5208214.500000 Penalty: 5223.416992
	Iteration 76Q: 3 clusters Score -5208214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -5208217.000000 Penalty: 5223.416992
	Iteration 77Q: 3 clusters Score -5208217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -5208217.000000 Penalty: 5223.416992
	Iteration 78Q: 3 clusters Score -5208217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -5208227.500000 Penalty: 5223.416992
	Iteration 79Q: 3 clusters Score -5208228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -5208230.000000 Penalty: 5223.416992
	Iteration 80F: 3 clusters Score -5208230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -5208232.000000 Penalty: 5223.416992
	Iteration 81Q: 3 clusters Score -5208232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -5208233.000000 Penalty: 5223.416992
	Iteration 82Q: 3 clusters Score -5208233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -5208234.000000 Penalty: 5223.416992
	Iteration 83Q: 3 clusters Score -5208234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -5208237.500000 Penalty: 5223.416992
	Iteration 84Q: 3 clusters Score -5208238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -5208241.000000 Penalty: 5223.416992
	Iteration 85Q: 3 clusters Score -5208241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -5208238.000000 Penalty: 5223.416992
	Iteration 86Q: 3 clusters Score -5208238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -5208236.000000 Penalty: 5223.416992
	Iteration 87Q: 3 clusters Score -5208236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -5208236.000000 Penalty: 5223.416992
	Iteration 88F: 3 clusters Score -5208236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Entering Unmasked Estep 
Score: -449513.093750 Penalty: 2015.156616
	Iteration 0F: 2 clusters Score -449513.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -446001.437500 Penalty: 4030.313232
	Iteration 0F: 3 clusters Score -446001.4 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -446830.906250 Penalty: 4030.313232
	Iteration 1F: 3 clusters Score -446830.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -447000.062500 Penalty: 4030.313232
	Iteration 2F: 3 clusters Score -447000.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -447073.906250 Penalty: 4030.313232
	Iteration 3Q: 3 clusters Score -447073.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -447118.718750 Penalty: 4030.313232
	Iteration 4Q: 3 clusters Score -447118.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -447160.250000 Penalty: 4030.313232
	Iteration 5Q: 3 clusters Score -447160.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -447185.343750 Penalty: 4030.313232
	Iteration 6Q: 3 clusters Score -447185.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -447201.531250 Penalty: 4030.313232
	Iteration 7Q: 3 clusters Score -447201.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -447219.093750 Penalty: 4030.313232
	Iteration 8Q: 3 clusters Score -447219.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -447226.750000 Penalty: 4030.313232
	Iteration 9Q: 3 clusters Score -447226.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -447231.281250 Penalty: 4030.313232
	Iteration 10Q: 3 clusters Score -447231.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -447234.906250 Penalty: 4030.313232
	Iteration 11Q: 3 clusters Score -447234.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -447239.062500 Penalty: 4030.313232
	Iteration 12Q: 3 clusters Score -447239.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -447246.375000 Penalty: 4030.313232
	Iteration 13Q: 3 clusters Score -447246.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -447252.687500 Penalty: 4030.313232
	Iteration 14Q: 3 clusters Score -447252.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -447263.750000 Penalty: 4030.313232
	Iteration 15Q: 3 clusters Score -447263.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -447276.281250 Penalty: 4030.313232
	Iteration 16Q: 3 clusters Score -447276.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -447288.187500 Penalty: 4030.313232
	Iteration 17Q: 3 clusters Score -447288.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -447297.375000 Penalty: 4030.313232
	Iteration 18Q: 3 clusters Score -447297.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -447307.125000 Penalty: 4030.313232
	Iteration 19Q: 3 clusters Score -447307.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -447315.656250 Penalty: 4030.313232
	Iteration 20F: 3 clusters Score -447315.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -447324.187500 Penalty: 4030.313232
	Iteration 21Q: 3 clusters Score -447324.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -447331.968750 Penalty: 4030.313232
	Iteration 22Q: 3 clusters Score -447332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -447337.468750 Penalty: 4030.313232
	Iteration 23Q: 3 clusters Score -447337.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -447346.156250 Penalty: 4030.313232
	Iteration 24Q: 3 clusters Score -447346.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -447356.937500 Penalty: 4030.313232
	Iteration 25Q: 3 clusters Score -447356.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -447370.781250 Penalty: 4030.313232
	Iteration 26Q: 3 clusters Score -447370.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -447389.562500 Penalty: 4030.313232
	Iteration 27Q: 3 clusters Score -447389.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -447408.406250 Penalty: 4030.313232
	Iteration 28Q: 3 clusters Score -447408.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -447428.218750 Penalty: 4030.313232
	Iteration 29Q: 3 clusters Score -447428.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -447440.562500 Penalty: 4030.313232
	Iteration 30Q: 3 clusters Score -447440.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -447451.218750 Penalty: 4030.313232
	Iteration 31Q: 3 clusters Score -447451.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -447463.437500 Penalty: 4030.313232
	Iteration 32Q: 3 clusters Score -447463.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -447477.843750 Penalty: 4030.313232
	Iteration 33Q: 3 clusters Score -447477.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -447489.125000 Penalty: 4030.313232
	Iteration 34Q: 3 clusters Score -447489.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -447501.062500 Penalty: 4030.313232
	Iteration 35Q: 3 clusters Score -447501.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -447512.250000 Penalty: 4030.313232
	Iteration 36Q: 3 clusters Score -447512.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -447520.843750 Penalty: 4030.313232
	Iteration 37Q: 3 clusters Score -447520.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -447527.968750 Penalty: 4030.313232
	Iteration 38Q: 3 clusters Score -447528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -447534.593750 Penalty: 4030.313232
	Iteration 39Q: 3 clusters Score -447534.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -447541.968750 Penalty: 4030.313232
	Iteration 40F: 3 clusters Score -447542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -447548.343750 Penalty: 4030.313232
	Iteration 41Q: 3 clusters Score -447548.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -447550.906250 Penalty: 4030.313232
	Iteration 42Q: 3 clusters Score -447550.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -447554.656250 Penalty: 4030.313232
	Iteration 43Q: 3 clusters Score -447554.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -447561.187500 Penalty: 4030.313232
	Iteration 44Q: 3 clusters Score -447561.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -447568.187500 Penalty: 4030.313232
	Iteration 45Q: 3 clusters Score -447568.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -447575.937500 Penalty: 4030.313232
	Iteration 46Q: 3 clusters Score -447575.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -447583.000000 Penalty: 4030.313232
	Iteration 47Q: 3 clusters Score -447583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -447585.531250 Penalty: 4030.313232
	Iteration 48Q: 3 clusters Score -447585.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -447589.781250 Penalty: 4030.313232
	Iteration 49Q: 3 clusters Score -447589.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -447593.718750 Penalty: 4030.313232
	Iteration 50Q: 3 clusters Score -447593.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -447597.531250 Penalty: 4030.313232
	Iteration 51Q: 3 clusters Score -447597.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -447600.812500 Penalty: 4030.313232
	Iteration 52Q: 3 clusters Score -447600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -447603.468750 Penalty: 4030.313232
	Iteration 53Q: 3 clusters Score -447603.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -447603.781250 Penalty: 4030.313232
	Iteration 54Q: 3 clusters Score -447603.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -447603.781250 Penalty: 4030.313232
	Iteration 55F: 3 clusters Score -447603.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (86284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86284 members 
Entering Unmasked Estep 
Score: -11770087.000000 Penalty: 2818.619141
	Iteration 0F: 2 clusters Score -1.177009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -11712151.000000 Penalty: 5637.238281
	Iteration 0F: 3 clusters Score -1.171215e+07 nChanged 40640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -11735388.000000 Penalty: 5637.238281
	Iteration 1F: 3 clusters Score -1.173539e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -11736309.000000 Penalty: 5637.238281
	Iteration 2Q: 3 clusters Score -1.173631e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -11737380.000000 Penalty: 5637.238281
	Iteration 3Q: 3 clusters Score -1.173738e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -11738791.000000 Penalty: 5637.238281
	Iteration 4Q: 3 clusters Score -1.173879e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -11740802.000000 Penalty: 5637.238281
	Iteration 5F: 3 clusters Score -1.17408e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -11743438.000000 Penalty: 5637.238281
	Iteration 6F: 3 clusters Score -1.174344e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 56747 members 
Entering Unmasked Estep 
Score: -11746085.000000 Penalty: 5637.238281
	Iteration 7F: 3 clusters Score -1.174608e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 60667 members 
Entering Unmasked Estep 
Score: -11748737.000000 Penalty: 5637.238281
	Iteration 8F: 3 clusters Score -1.174874e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 64754 members 
Entering Unmasked Estep 
Score: -11751347.000000 Penalty: 5637.238281
	Iteration 9F: 3 clusters Score -1.175135e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 68897 members 
Entering Unmasked Estep 
Score: -11753941.000000 Penalty: 5637.238281
	Iteration 10F: 3 clusters Score -1.175394e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 73088 members 
Entering Unmasked Estep 
Score: -11756811.000000 Penalty: 5637.238281
	Iteration 11Q: 3 clusters Score -1.175681e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 77078 members 
Entering Unmasked Estep 
Score: -11759868.000000 Penalty: 5637.238281
	Iteration 12Q: 3 clusters Score -1.175987e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 80495 members 
Entering Unmasked Estep 
Score: -11762706.000000 Penalty: 5637.238281
	Iteration 13Q: 3 clusters Score -1.176271e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 83100 members 
Entering Unmasked Estep 
Score: -11764961.000000 Penalty: 5637.238281
	Iteration 14Q: 3 clusters Score -1.176496e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 84690 members 
Entering Unmasked Estep 
Score: -11766459.000000 Penalty: 5637.238281
	Iteration 15Q: 3 clusters Score -1.176646e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 85392 members 
Entering Unmasked Estep 
Score: -11767081.000000 Penalty: 5637.238281
	Iteration 16Q: 3 clusters Score -1.176708e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 85650 members 
Entering Unmasked Estep 
Score: -11767315.000000 Penalty: 5637.238281
	Iteration 17Q: 3 clusters Score -1.176732e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 85758 members 
Entering Unmasked Estep 
Score: -11767456.000000 Penalty: 5637.238281
	Iteration 18Q: 3 clusters Score -1.176746e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 85822 members 
Entering Unmasked Estep 
Score: -11767527.000000 Penalty: 5637.238281
	Iteration 19Q: 3 clusters Score -1.176753e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 85869 members 
Entering Unmasked Estep 
Score: -11767593.000000 Penalty: 5637.238281
	Iteration 20F: 3 clusters Score -1.176759e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 85897 members 
Entering Unmasked Estep 
Score: -11767638.000000 Penalty: 5637.238281
	Iteration 21Q: 3 clusters Score -1.176764e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 85912 members 
Entering Unmasked Estep 
Score: -11767657.000000 Penalty: 5637.238281
	Iteration 22Q: 3 clusters Score -1.176766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 85922 members 
Entering Unmasked Estep 
Score: -11767665.000000 Penalty: 5637.238281
	Iteration 23Q: 3 clusters Score -1.176766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 85927 members 
Entering Unmasked Estep 
Score: -11767682.000000 Penalty: 5637.238281
	Iteration 24Q: 3 clusters Score -1.176768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 85930 members 
Entering Unmasked Estep 
Score: -11767694.000000 Penalty: 5637.238281
	Iteration 25Q: 3 clusters Score -1.176769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 85934 members 
Entering Unmasked Estep 
Score: -11767695.000000 Penalty: 5637.238281
	Iteration 26Q: 3 clusters Score -1.17677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 85936 members 
Entering Unmasked Estep 
Score: -11767699.000000 Penalty: 5637.238281
	Iteration 27Q: 3 clusters Score -1.17677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 85937 members 
Entering Unmasked Estep 
Score: -11767699.000000 Penalty: 5637.238281
	Iteration 28Q: 3 clusters Score -1.17677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 85937 members 
Entering Unmasked Estep 
Score: -11767699.000000 Penalty: 5637.238281
	Iteration 29F: 3 clusters Score -1.17677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Entering Unmasked Estep 
Score: -1078577.125000 Penalty: 2228.266113
	Iteration 0F: 2 clusters Score -1078577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1072217.625000 Penalty: 4456.532227
	Iteration 0F: 3 clusters Score -1072218 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1073942.125000 Penalty: 4456.532227
	Iteration 1F: 3 clusters Score -1073942 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1074206.250000 Penalty: 4456.532227
	Iteration 2F: 3 clusters Score -1074206 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1074390.250000 Penalty: 4456.532227
	Iteration 3Q: 3 clusters Score -1074390 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1074519.375000 Penalty: 4456.532227
	Iteration 4Q: 3 clusters Score -1074519 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1074614.625000 Penalty: 4456.532227
	Iteration 5Q: 3 clusters Score -1074615 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1074683.125000 Penalty: 4456.532227
	Iteration 6Q: 3 clusters Score -1074683 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1074737.500000 Penalty: 4456.532227
	Iteration 7Q: 3 clusters Score -1074738 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1074785.500000 Penalty: 4456.532227
	Iteration 8Q: 3 clusters Score -1074786 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1074835.250000 Penalty: 4456.532227
	Iteration 9Q: 3 clusters Score -1074835 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1074892.000000 Penalty: 4456.532227
	Iteration 10Q: 3 clusters Score -1074892 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1074939.000000 Penalty: 4456.532227
	Iteration 11Q: 3 clusters Score -1074939 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1074986.375000 Penalty: 4456.532227
	Iteration 12Q: 3 clusters Score -1074986 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1075042.750000 Penalty: 4456.532227
	Iteration 13Q: 3 clusters Score -1075043 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1075088.750000 Penalty: 4456.532227
	Iteration 14Q: 3 clusters Score -1075089 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1075144.125000 Penalty: 4456.532227
	Iteration 15Q: 3 clusters Score -1075144 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1075218.000000 Penalty: 4456.532227
	Iteration 16Q: 3 clusters Score -1075218 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1075283.750000 Penalty: 4456.532227
	Iteration 17Q: 3 clusters Score -1075284 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1075376.000000 Penalty: 4456.532227
	Iteration 18Q: 3 clusters Score -1075376 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1075476.125000 Penalty: 4456.532227
	Iteration 19Q: 3 clusters Score -1075476 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1075615.375000 Penalty: 4456.532227
	Iteration 20F: 3 clusters Score -1075615 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1075777.625000 Penalty: 4456.532227
	Iteration 21Q: 3 clusters Score -1075778 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1075985.375000 Penalty: 4456.532227
	Iteration 22Q: 3 clusters Score -1075985 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1076217.375000 Penalty: 4456.532227
	Iteration 23Q: 3 clusters Score -1076217 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1076480.750000 Penalty: 4456.532227
	Iteration 24Q: 3 clusters Score -1076481 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1076690.375000 Penalty: 4456.532227
	Iteration 25Q: 3 clusters Score -1076690 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1076867.375000 Penalty: 4456.532227
	Iteration 26Q: 3 clusters Score -1076867 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1076999.625000 Penalty: 4456.532227
	Iteration 27Q: 3 clusters Score -1077000 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1077096.750000 Penalty: 4456.532227
	Iteration 28Q: 3 clusters Score -1077097 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1077169.875000 Penalty: 4456.532227
	Iteration 29Q: 3 clusters Score -1077170 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1077240.875000 Penalty: 4456.532227
	Iteration 30Q: 3 clusters Score -1077241 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1077303.875000 Penalty: 4456.532227
	Iteration 31Q: 3 clusters Score -1077304 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1077351.750000 Penalty: 4456.532227
	Iteration 32Q: 3 clusters Score -1077352 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1077385.125000 Penalty: 4456.532227
	Iteration 33Q: 3 clusters Score -1077385 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1077412.250000 Penalty: 4456.532227
	Iteration 34Q: 3 clusters Score -1077412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1077429.875000 Penalty: 4456.532227
	Iteration 35Q: 3 clusters Score -1077430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1077436.375000 Penalty: 4456.532227
	Iteration 36Q: 3 clusters Score -1077436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1077442.875000 Penalty: 4456.532227
	Iteration 37Q: 3 clusters Score -1077443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1077446.375000 Penalty: 4456.532227
	Iteration 38Q: 3 clusters Score -1077446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1077452.000000 Penalty: 4456.532227
	Iteration 39Q: 3 clusters Score -1077452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1077453.750000 Penalty: 4456.532227
	Iteration 40F: 3 clusters Score -1077454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1077459.125000 Penalty: 4456.532227
	Iteration 41Q: 3 clusters Score -1077459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1077464.125000 Penalty: 4456.532227
	Iteration 42Q: 3 clusters Score -1077464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1077469.000000 Penalty: 4456.532227
	Iteration 43Q: 3 clusters Score -1077469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1077476.250000 Penalty: 4456.532227
	Iteration 44Q: 3 clusters Score -1077476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1077480.875000 Penalty: 4456.532227
	Iteration 45Q: 3 clusters Score -1077481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1077479.125000 Penalty: 4456.532227
	Iteration 46Q: 3 clusters Score -1077479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1077482.750000 Penalty: 4456.532227
	Iteration 47Q: 3 clusters Score -1077483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1077483.000000 Penalty: 4456.532227
	Iteration 48Q: 3 clusters Score -1077483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1077484.000000 Penalty: 4456.532227
	Iteration 49Q: 3 clusters Score -1077484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1077483.500000 Penalty: 4456.532227
	Iteration 50Q: 3 clusters Score -1077484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1077485.875000 Penalty: 4456.532227
	Iteration 51Q: 3 clusters Score -1077486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1077489.125000 Penalty: 4456.532227
	Iteration 52Q: 3 clusters Score -1077489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1077491.125000 Penalty: 4456.532227
	Iteration 53Q: 3 clusters Score -1077491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1077495.250000 Penalty: 4456.532227
	Iteration 54Q: 3 clusters Score -1077495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1077493.500000 Penalty: 4456.532227
	Iteration 55Q: 3 clusters Score -1077494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1077493.250000 Penalty: 4456.532227
	Iteration 56Q: 3 clusters Score -1077493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1077496.375000 Penalty: 4456.532227
	Iteration 57Q: 3 clusters Score -1077496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1077496.625000 Penalty: 4456.532227
	Iteration 58Q: 3 clusters Score -1077497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1077497.375000 Penalty: 4456.532227
	Iteration 59Q: 3 clusters Score -1077497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1077499.625000 Penalty: 4456.532227
	Iteration 60F: 3 clusters Score -1077500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1077498.625000 Penalty: 4456.532227
	Iteration 61Q: 3 clusters Score -1077499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1077498.625000 Penalty: 4456.532227
	Iteration 62F: 3 clusters Score -1077499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (167220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167220 members 
Entering Unmasked Estep 
Score: -22853018.000000 Penalty: 2982.712158
	Iteration 0F: 2 clusters Score -2.285302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83970 members 
Mstep: Class 2 contains 83250 members 
Entering Unmasked Estep 
Score: -22741192.000000 Penalty: 5965.424316
	Iteration 0F: 3 clusters Score -2.274119e+07 nChanged 79689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89079 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -22787694.000000 Penalty: 5965.424316
	Iteration 1F: 3 clusters Score -2.278769e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92732 members 
Mstep: Class 2 contains 74488 members 
Entering Unmasked Estep 
Score: -22789018.000000 Penalty: 5965.424316
	Iteration 2Q: 3 clusters Score -2.278902e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98296 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -22791228.000000 Penalty: 5965.424316
	Iteration 3Q: 3 clusters Score -2.279123e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106749 members 
Mstep: Class 2 contains 60471 members 
Entering Unmasked Estep 
Score: -22795760.000000 Penalty: 5965.424316
	Iteration 4F: 3 clusters Score -2.279576e+07 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118815 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -22803746.000000 Penalty: 5965.424316
	Iteration 5F: 3 clusters Score -2.280375e+07 nChanged 15345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134150 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -22816966.000000 Penalty: 5965.424316
	Iteration 6F: 3 clusters Score -2.281697e+07 nChanged 15444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149594 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -22832432.000000 Penalty: 5965.424316
	Iteration 7F: 3 clusters Score -2.283243e+07 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160376 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -22843556.000000 Penalty: 5965.424316
	Iteration 8F: 3 clusters Score -2.284356e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165248 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -22848506.000000 Penalty: 5965.424316
	Iteration 9Q: 3 clusters Score -2.284851e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166613 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -22849826.000000 Penalty: 5965.424316
	Iteration 10Q: 3 clusters Score -2.284983e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166908 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -22850116.000000 Penalty: 5965.424316
	Iteration 11Q: 3 clusters Score -2.285012e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166966 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -22850188.000000 Penalty: 5965.424316
	Iteration 12Q: 3 clusters Score -2.285019e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166979 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22850248.000000 Penalty: 5965.424316
	Iteration 13Q: 3 clusters Score -2.285025e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166985 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -22850266.000000 Penalty: 5965.424316
	Iteration 14Q: 3 clusters Score -2.285027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166984 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22850290.000000 Penalty: 5965.424316
	Iteration 15Q: 3 clusters Score -2.285029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166987 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22850294.000000 Penalty: 5965.424316
	Iteration 16Q: 3 clusters Score -2.285029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166987 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22850294.000000 Penalty: 5965.424316
	Iteration 17F: 3 clusters Score -2.285029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Entering Unmasked Estep 
Score: -446817.281250 Penalty: 2044.268799
	Iteration 0F: 2 clusters Score -446817.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -443092.375000 Penalty: 4088.537598
	Iteration 0F: 3 clusters Score -443092.4 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -443945.343750 Penalty: 4088.537598
	Iteration 1F: 3 clusters Score -443945.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -444231.781250 Penalty: 4088.537598
	Iteration 2F: 3 clusters Score -444231.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -444545.500000 Penalty: 4088.537598
	Iteration 3F: 3 clusters Score -444545.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -444814.281250 Penalty: 4088.537598
	Iteration 4F: 3 clusters Score -444814.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -444998.937500 Penalty: 4088.537598
	Iteration 5F: 3 clusters Score -444998.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -445141.843750 Penalty: 4088.537598
	Iteration 6Q: 3 clusters Score -445141.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -445241.562500 Penalty: 4088.537598
	Iteration 7Q: 3 clusters Score -445241.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -445310.031250 Penalty: 4088.537598
	Iteration 8Q: 3 clusters Score -445310 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -445362.156250 Penalty: 4088.537598
	Iteration 9Q: 3 clusters Score -445362.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -445407.218750 Penalty: 4088.537598
	Iteration 10Q: 3 clusters Score -445407.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -445444.968750 Penalty: 4088.537598
	Iteration 11Q: 3 clusters Score -445445 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -445475.312500 Penalty: 4088.537598
	Iteration 12Q: 3 clusters Score -445475.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -445507.500000 Penalty: 4088.537598
	Iteration 13Q: 3 clusters Score -445507.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -445541.750000 Penalty: 4088.537598
	Iteration 14Q: 3 clusters Score -445541.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -445562.468750 Penalty: 4088.537598
	Iteration 15Q: 3 clusters Score -445562.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -445583.968750 Penalty: 4088.537598
	Iteration 16Q: 3 clusters Score -445584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -445600.187500 Penalty: 4088.537598
	Iteration 17Q: 3 clusters Score -445600.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -445612.093750 Penalty: 4088.537598
	Iteration 18Q: 3 clusters Score -445612.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -445621.843750 Penalty: 4088.537598
	Iteration 19Q: 3 clusters Score -445621.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -445633.906250 Penalty: 4088.537598
	Iteration 20F: 3 clusters Score -445633.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -445642.187500 Penalty: 4088.537598
	Iteration 21Q: 3 clusters Score -445642.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -445647.062500 Penalty: 4088.537598
	Iteration 22Q: 3 clusters Score -445647.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -445653.156250 Penalty: 4088.537598
	Iteration 23Q: 3 clusters Score -445653.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -445659.937500 Penalty: 4088.537598
	Iteration 24Q: 3 clusters Score -445659.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -445664.750000 Penalty: 4088.537598
	Iteration 25Q: 3 clusters Score -445664.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -445671.562500 Penalty: 4088.537598
	Iteration 26Q: 3 clusters Score -445671.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -445676.031250 Penalty: 4088.537598
	Iteration 27Q: 3 clusters Score -445676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -445681.468750 Penalty: 4088.537598
	Iteration 28Q: 3 clusters Score -445681.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -445684.343750 Penalty: 4088.537598
	Iteration 29Q: 3 clusters Score -445684.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -445686.750000 Penalty: 4088.537598
	Iteration 30Q: 3 clusters Score -445686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -445687.750000 Penalty: 4088.537598
	Iteration 31Q: 3 clusters Score -445687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -445688.781250 Penalty: 4088.537598
	Iteration 32Q: 3 clusters Score -445688.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -445690.718750 Penalty: 4088.537598
	Iteration 33Q: 3 clusters Score -445690.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -445691.968750 Penalty: 4088.537598
	Iteration 34Q: 3 clusters Score -445692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -445692.937500 Penalty: 4088.537598
	Iteration 35Q: 3 clusters Score -445692.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -445692.968750 Penalty: 4088.537598
	Iteration 36Q: 3 clusters Score -445693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -445694.437500 Penalty: 4088.537598
	Iteration 37Q: 3 clusters Score -445694.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -445694.468750 Penalty: 4088.537598
	Iteration 38Q: 3 clusters Score -445694.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -445694.468750 Penalty: 4088.537598
	Iteration 39F: 3 clusters Score -445694.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Entering Unmasked Estep 
Score: -813236.250000 Penalty: 2169.422119
	Iteration 0F: 2 clusters Score -813236.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -807928.375000 Penalty: 4338.844238
	Iteration 0F: 3 clusters Score -807928.4 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -809153.250000 Penalty: 4338.844238
	Iteration 1F: 3 clusters Score -809153.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -809419.625000 Penalty: 4338.844238
	Iteration 2F: 3 clusters Score -809419.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -809587.625000 Penalty: 4338.844238
	Iteration 3F: 3 clusters Score -809587.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -809722.875000 Penalty: 4338.844238
	Iteration 4Q: 3 clusters Score -809722.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -809855.687500 Penalty: 4338.844238
	Iteration 5Q: 3 clusters Score -809855.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -809987.062500 Penalty: 4338.844238
	Iteration 6Q: 3 clusters Score -809987.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -810130.125000 Penalty: 4338.844238
	Iteration 7Q: 3 clusters Score -810130.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -810314.125000 Penalty: 4338.844238
	Iteration 8Q: 3 clusters Score -810314.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -810477.687500 Penalty: 4338.844238
	Iteration 9Q: 3 clusters Score -810477.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -810643.937500 Penalty: 4338.844238
	Iteration 10Q: 3 clusters Score -810643.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -810793.562500 Penalty: 4338.844238
	Iteration 11Q: 3 clusters Score -810793.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -810912.750000 Penalty: 4338.844238
	Iteration 12Q: 3 clusters Score -810912.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -810996.562500 Penalty: 4338.844238
	Iteration 13Q: 3 clusters Score -810996.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -811058.125000 Penalty: 4338.844238
	Iteration 14Q: 3 clusters Score -811058.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -811109.000000 Penalty: 4338.844238
	Iteration 15Q: 3 clusters Score -811109 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -811154.437500 Penalty: 4338.844238
	Iteration 16Q: 3 clusters Score -811154.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -811186.500000 Penalty: 4338.844238
	Iteration 17Q: 3 clusters Score -811186.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -811210.937500 Penalty: 4338.844238
	Iteration 18Q: 3 clusters Score -811210.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -811232.437500 Penalty: 4338.844238
	Iteration 19Q: 3 clusters Score -811232.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -811253.687500 Penalty: 4338.844238
	Iteration 20F: 3 clusters Score -811253.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -811273.687500 Penalty: 4338.844238
	Iteration 21Q: 3 clusters Score -811273.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -811287.312500 Penalty: 4338.844238
	Iteration 22Q: 3 clusters Score -811287.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -811294.750000 Penalty: 4338.844238
	Iteration 23Q: 3 clusters Score -811294.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -811302.250000 Penalty: 4338.844238
	Iteration 24Q: 3 clusters Score -811302.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -811304.062500 Penalty: 4338.844238
	Iteration 25Q: 3 clusters Score -811304.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -811308.125000 Penalty: 4338.844238
	Iteration 26Q: 3 clusters Score -811308.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -811311.875000 Penalty: 4338.844238
	Iteration 27Q: 3 clusters Score -811311.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -811316.875000 Penalty: 4338.844238
	Iteration 28Q: 3 clusters Score -811316.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -811319.625000 Penalty: 4338.844238
	Iteration 29Q: 3 clusters Score -811319.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -811323.375000 Penalty: 4338.844238
	Iteration 30Q: 3 clusters Score -811323.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -811325.375000 Penalty: 4338.844238
	Iteration 31Q: 3 clusters Score -811325.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -811329.500000 Penalty: 4338.844238
	Iteration 32Q: 3 clusters Score -811329.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -811334.062500 Penalty: 4338.844238
	Iteration 33Q: 3 clusters Score -811334.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -811332.750000 Penalty: 4338.844238
	Iteration 34Q: 3 clusters Score -811332.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -811336.687500 Penalty: 4338.844238
	Iteration 35Q: 3 clusters Score -811336.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -811338.937500 Penalty: 4338.844238
	Iteration 36Q: 3 clusters Score -811338.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -811342.000000 Penalty: 4338.844238
	Iteration 37Q: 3 clusters Score -811342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -811340.625000 Penalty: 4338.844238
	Iteration 38Q: 3 clusters Score -811340.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -811339.875000 Penalty: 4338.844238
	Iteration 39Q: 3 clusters Score -811339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -811341.312500 Penalty: 4338.844238
	Iteration 40F: 3 clusters Score -811341.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -811342.125000 Penalty: 4338.844238
	Iteration 41Q: 3 clusters Score -811342.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -811343.562500 Penalty: 4338.844238
	Iteration 42Q: 3 clusters Score -811343.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -811346.375000 Penalty: 4338.844238
	Iteration 43Q: 3 clusters Score -811346.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -811346.375000 Penalty: 4338.844238
	Iteration 44Q: 3 clusters Score -811346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -811348.750000 Penalty: 4338.844238
	Iteration 45Q: 3 clusters Score -811348.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -811348.812500 Penalty: 4338.844238
	Iteration 46Q: 3 clusters Score -811348.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -811349.250000 Penalty: 4338.844238
	Iteration 47Q: 3 clusters Score -811349.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -811348.937500 Penalty: 4338.844238
	Iteration 48Q: 3 clusters Score -811348.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -811351.187500 Penalty: 4338.844238
	Iteration 49Q: 3 clusters Score -811351.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -811351.187500 Penalty: 4338.844238
	Iteration 50F: 3 clusters Score -811351.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Entering Unmasked Estep 
Score: -1744898.000000 Penalty: 2361.148926
	Iteration 0F: 2 clusters Score -1744898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1734871.625000 Penalty: 4722.297852
	Iteration 0F: 3 clusters Score -1734872 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1738056.875000 Penalty: 4722.297852
	Iteration 1F: 3 clusters Score -1738057 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1738565.125000 Penalty: 4722.297852
	Iteration 2F: 3 clusters Score -1738565 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1739110.625000 Penalty: 4722.297852
	Iteration 3F: 3 clusters Score -1739111 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1739622.875000 Penalty: 4722.297852
	Iteration 4F: 3 clusters Score -1739623 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1740110.750000 Penalty: 4722.297852
	Iteration 5F: 3 clusters Score -1740111 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1740612.250000 Penalty: 4722.297852
	Iteration 6F: 3 clusters Score -1740612 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1741168.250000 Penalty: 4722.297852
	Iteration 7F: 3 clusters Score -1741168 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1741857.750000 Penalty: 4722.297852
	Iteration 8F: 3 clusters Score -1741858 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1742682.250000 Penalty: 4722.297852
	Iteration 9F: 3 clusters Score -1742682 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1743377.875000 Penalty: 4722.297852
	Iteration 10F: 3 clusters Score -1743378 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1743846.250000 Penalty: 4722.297852
	Iteration 11Q: 3 clusters Score -1743846 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1744100.625000 Penalty: 4722.297852
	Iteration 12Q: 3 clusters Score -1744101 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1744229.750000 Penalty: 4722.297852
	Iteration 13Q: 3 clusters Score -1744230 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1744300.125000 Penalty: 4722.297852
	Iteration 14Q: 3 clusters Score -1744300 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1744320.625000 Penalty: 4722.297852
	Iteration 15Q: 3 clusters Score -1744321 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1744339.500000 Penalty: 4722.297852
	Iteration 16Q: 3 clusters Score -1744340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1744345.375000 Penalty: 4722.297852
	Iteration 17Q: 3 clusters Score -1744345 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1744348.750000 Penalty: 4722.297852
	Iteration 18Q: 3 clusters Score -1744349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1744353.125000 Penalty: 4722.297852
	Iteration 19Q: 3 clusters Score -1744353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1744358.250000 Penalty: 4722.297852
	Iteration 20F: 3 clusters Score -1744358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1744360.375000 Penalty: 4722.297852
	Iteration 21Q: 3 clusters Score -1744360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1744362.250000 Penalty: 4722.297852
	Iteration 22Q: 3 clusters Score -1744362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1744362.625000 Penalty: 4722.297852
	Iteration 23Q: 3 clusters Score -1744363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1744362.375000 Penalty: 4722.297852
	Iteration 24Q: 3 clusters Score -1744362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1744368.250000 Penalty: 4722.297852
	Iteration 25Q: 3 clusters Score -1744368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1744377.125000 Penalty: 4722.297852
	Iteration 26Q: 3 clusters Score -1744377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1744374.500000 Penalty: 4722.297852
	Iteration 27Q: 3 clusters Score -1744374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1744375.000000 Penalty: 4722.297852
	Iteration 28Q: 3 clusters Score -1744375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1744377.500000 Penalty: 4722.297852
	Iteration 29Q: 3 clusters Score -1744378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1744377.000000 Penalty: 4722.297852
	Iteration 30Q: 3 clusters Score -1744377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1744382.125000 Penalty: 4722.297852
	Iteration 31Q: 3 clusters Score -1744382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1744386.750000 Penalty: 4722.297852
	Iteration 32Q: 3 clusters Score -1744387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1744387.000000 Penalty: 4722.297852
	Iteration 33Q: 3 clusters Score -1744387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1744393.250000 Penalty: 4722.297852
	Iteration 34Q: 3 clusters Score -1744393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1744396.750000 Penalty: 4722.297852
	Iteration 35Q: 3 clusters Score -1744397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1744401.250000 Penalty: 4722.297852
	Iteration 36Q: 3 clusters Score -1744401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1744400.125000 Penalty: 4722.297852
	Iteration 37Q: 3 clusters Score -1744400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1744403.250000 Penalty: 4722.297852
	Iteration 38Q: 3 clusters Score -1744403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1744402.125000 Penalty: 4722.297852
	Iteration 39Q: 3 clusters Score -1744402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1744404.000000 Penalty: 4722.297852
	Iteration 40F: 3 clusters Score -1744404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1744405.750000 Penalty: 4722.297852
	Iteration 41Q: 3 clusters Score -1744406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1744412.125000 Penalty: 4722.297852
	Iteration 42Q: 3 clusters Score -1744412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1744413.625000 Penalty: 4722.297852
	Iteration 43Q: 3 clusters Score -1744414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1744417.125000 Penalty: 4722.297852
	Iteration 44Q: 3 clusters Score -1744417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1744419.125000 Penalty: 4722.297852
	Iteration 45Q: 3 clusters Score -1744419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1744424.250000 Penalty: 4722.297852
	Iteration 46Q: 3 clusters Score -1744424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1744428.125000 Penalty: 4722.297852
	Iteration 47Q: 3 clusters Score -1744428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1744435.875000 Penalty: 4722.297852
	Iteration 48Q: 3 clusters Score -1744436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1744442.250000 Penalty: 4722.297852
	Iteration 49Q: 3 clusters Score -1744442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1744450.500000 Penalty: 4722.297852
	Iteration 50Q: 3 clusters Score -1744450 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1744463.125000 Penalty: 4722.297852
	Iteration 51Q: 3 clusters Score -1744463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1744467.125000 Penalty: 4722.297852
	Iteration 52Q: 3 clusters Score -1744467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1744473.750000 Penalty: 4722.297852
	Iteration 53Q: 3 clusters Score -1744474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1744478.000000 Penalty: 4722.297852
	Iteration 54Q: 3 clusters Score -1744478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1744482.000000 Penalty: 4722.297852
	Iteration 55Q: 3 clusters Score -1744482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1744481.250000 Penalty: 4722.297852
	Iteration 56Q: 3 clusters Score -1744481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1744482.125000 Penalty: 4722.297852
	Iteration 57Q: 3 clusters Score -1744482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1744482.500000 Penalty: 4722.297852
	Iteration 58Q: 3 clusters Score -1744482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1744483.375000 Penalty: 4722.297852
	Iteration 59Q: 3 clusters Score -1744483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1744485.000000 Penalty: 4722.297852
	Iteration 60F: 3 clusters Score -1744485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1744484.625000 Penalty: 4722.297852
	Iteration 61Q: 3 clusters Score -1744485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1744488.250000 Penalty: 4722.297852
	Iteration 62Q: 3 clusters Score -1744488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1744484.125000 Penalty: 4722.297852
	Iteration 63Q: 3 clusters Score -1744484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1744486.875000 Penalty: 4722.297852
	Iteration 64Q: 3 clusters Score -1744487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1744485.125000 Penalty: 4722.297852
	Iteration 65Q: 3 clusters Score -1744485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1744485.125000 Penalty: 4722.297852
	Iteration 66F: 3 clusters Score -1744485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Entering Unmasked Estep 
Score: -992463.375000 Penalty: 2232.517334
	Iteration 0F: 2 clusters Score -992463.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -986002.250000 Penalty: 4465.034668
	Iteration 0F: 3 clusters Score -986002.2 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -988023.437500 Penalty: 4465.034668
	Iteration 1F: 3 clusters Score -988023.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -988493.750000 Penalty: 4465.034668
	Iteration 2F: 3 clusters Score -988493.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -988919.062500 Penalty: 4465.034668
	Iteration 3F: 3 clusters Score -988919.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -989337.250000 Penalty: 4465.034668
	Iteration 4F: 3 clusters Score -989337.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -989711.312500 Penalty: 4465.034668
	Iteration 5F: 3 clusters Score -989711.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -990015.562500 Penalty: 4465.034668
	Iteration 6F: 3 clusters Score -990015.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -990225.687500 Penalty: 4465.034668
	Iteration 7Q: 3 clusters Score -990225.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -990409.687500 Penalty: 4465.034668
	Iteration 8Q: 3 clusters Score -990409.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -990544.500000 Penalty: 4465.034668
	Iteration 9Q: 3 clusters Score -990544.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -990649.812500 Penalty: 4465.034668
	Iteration 10Q: 3 clusters Score -990649.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -990730.500000 Penalty: 4465.034668
	Iteration 11Q: 3 clusters Score -990730.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -990792.375000 Penalty: 4465.034668
	Iteration 12Q: 3 clusters Score -990792.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -990842.687500 Penalty: 4465.034668
	Iteration 13Q: 3 clusters Score -990842.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -990881.687500 Penalty: 4465.034668
	Iteration 14Q: 3 clusters Score -990881.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -990915.312500 Penalty: 4465.034668
	Iteration 15Q: 3 clusters Score -990915.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -990937.312500 Penalty: 4465.034668
	Iteration 16Q: 3 clusters Score -990937.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -990953.187500 Penalty: 4465.034668
	Iteration 17Q: 3 clusters Score -990953.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -990964.125000 Penalty: 4465.034668
	Iteration 18Q: 3 clusters Score -990964.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -990978.812500 Penalty: 4465.034668
	Iteration 19Q: 3 clusters Score -990978.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -990987.062500 Penalty: 4465.034668
	Iteration 20F: 3 clusters Score -990987.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -990998.312500 Penalty: 4465.034668
	Iteration 21Q: 3 clusters Score -990998.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -991008.937500 Penalty: 4465.034668
	Iteration 22Q: 3 clusters Score -991008.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -991014.875000 Penalty: 4465.034668
	Iteration 23Q: 3 clusters Score -991014.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -991023.562500 Penalty: 4465.034668
	Iteration 24Q: 3 clusters Score -991023.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -991031.500000 Penalty: 4465.034668
	Iteration 25Q: 3 clusters Score -991031.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -991036.187500 Penalty: 4465.034668
	Iteration 26Q: 3 clusters Score -991036.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -991044.812500 Penalty: 4465.034668
	Iteration 27Q: 3 clusters Score -991044.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -991053.187500 Penalty: 4465.034668
	Iteration 28Q: 3 clusters Score -991053.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -991065.375000 Penalty: 4465.034668
	Iteration 29Q: 3 clusters Score -991065.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -991069.625000 Penalty: 4465.034668
	Iteration 30Q: 3 clusters Score -991069.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -991079.437500 Penalty: 4465.034668
	Iteration 31Q: 3 clusters Score -991079.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -991084.125000 Penalty: 4465.034668
	Iteration 32Q: 3 clusters Score -991084.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -991088.875000 Penalty: 4465.034668
	Iteration 33Q: 3 clusters Score -991088.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -991091.875000 Penalty: 4465.034668
	Iteration 34Q: 3 clusters Score -991091.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -991099.375000 Penalty: 4465.034668
	Iteration 35Q: 3 clusters Score -991099.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -991102.625000 Penalty: 4465.034668
	Iteration 36Q: 3 clusters Score -991102.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -991105.000000 Penalty: 4465.034668
	Iteration 37Q: 3 clusters Score -991105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -991105.937500 Penalty: 4465.034668
	Iteration 38Q: 3 clusters Score -991105.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -991107.687500 Penalty: 4465.034668
	Iteration 39Q: 3 clusters Score -991107.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -991109.875000 Penalty: 4465.034668
	Iteration 40F: 3 clusters Score -991109.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -991110.250000 Penalty: 4465.034668
	Iteration 41Q: 3 clusters Score -991110.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -991113.562500 Penalty: 4465.034668
	Iteration 42Q: 3 clusters Score -991113.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -991113.375000 Penalty: 4465.034668
	Iteration 43Q: 3 clusters Score -991113.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -991113.812500 Penalty: 4465.034668
	Iteration 44Q: 3 clusters Score -991113.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -991114.375000 Penalty: 4465.034668
	Iteration 45Q: 3 clusters Score -991114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -991116.062500 Penalty: 4465.034668
	Iteration 46Q: 3 clusters Score -991116.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -991116.000000 Penalty: 4465.034668
	Iteration 47Q: 3 clusters Score -991116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -991116.812500 Penalty: 4465.034668
	Iteration 48Q: 3 clusters Score -991116.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -991120.437500 Penalty: 4465.034668
	Iteration 49Q: 3 clusters Score -991120.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -991122.875000 Penalty: 4465.034668
	Iteration 50Q: 3 clusters Score -991122.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -991124.687500 Penalty: 4465.034668
	Iteration 51Q: 3 clusters Score -991124.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -991124.937500 Penalty: 4465.034668
	Iteration 52Q: 3 clusters Score -991124.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -991128.625000 Penalty: 4465.034668
	Iteration 53Q: 3 clusters Score -991128.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -991129.187500 Penalty: 4465.034668
	Iteration 54Q: 3 clusters Score -991129.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -991133.187500 Penalty: 4465.034668
	Iteration 55Q: 3 clusters Score -991133.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -991136.250000 Penalty: 4465.034668
	Iteration 56Q: 3 clusters Score -991136.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -991136.375000 Penalty: 4465.034668
	Iteration 57Q: 3 clusters Score -991136.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -991143.875000 Penalty: 4465.034668
	Iteration 58Q: 3 clusters Score -991143.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -991145.250000 Penalty: 4465.034668
	Iteration 59Q: 3 clusters Score -991145.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -991147.500000 Penalty: 4465.034668
	Iteration 60F: 3 clusters Score -991147.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -991150.562500 Penalty: 4465.034668
	Iteration 61Q: 3 clusters Score -991150.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -991154.500000 Penalty: 4465.034668
	Iteration 62Q: 3 clusters Score -991154.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -991155.312500 Penalty: 4465.034668
	Iteration 63Q: 3 clusters Score -991155.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -991154.875000 Penalty: 4465.034668
	Iteration 64Q: 3 clusters Score -991154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -991156.562500 Penalty: 4465.034668
	Iteration 65Q: 3 clusters Score -991156.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -991159.250000 Penalty: 4465.034668
	Iteration 66Q: 3 clusters Score -991159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -991160.437500 Penalty: 4465.034668
	Iteration 67Q: 3 clusters Score -991160.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -991159.250000 Penalty: 4465.034668
	Iteration 68Q: 3 clusters Score -991159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -991158.375000 Penalty: 4465.034668
	Iteration 69Q: 3 clusters Score -991158.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -991157.875000 Penalty: 4465.034668
	Iteration 70Q: 3 clusters Score -991157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -991158.312500 Penalty: 4465.034668
	Iteration 71Q: 3 clusters Score -991158.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -991158.312500 Penalty: 4465.034668
	Iteration 72F: 3 clusters Score -991158.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Entering Unmasked Estep 
Score: -1560500.750000 Penalty: 2317.528076
	Iteration 0F: 2 clusters Score -1560501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1551986.125000 Penalty: 4635.056152
	Iteration 0F: 3 clusters Score -1551986 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1554563.125000 Penalty: 4635.056152
	Iteration 1F: 3 clusters Score -1554563 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1554940.000000 Penalty: 4635.056152
	Iteration 2F: 3 clusters Score -1554940 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1555271.625000 Penalty: 4635.056152
	Iteration 3F: 3 clusters Score -1555272 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1555582.625000 Penalty: 4635.056152
	Iteration 4Q: 3 clusters Score -1555583 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1555909.375000 Penalty: 4635.056152
	Iteration 5Q: 3 clusters Score -1555909 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1556263.750000 Penalty: 4635.056152
	Iteration 6Q: 3 clusters Score -1556264 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1556671.125000 Penalty: 4635.056152
	Iteration 7F: 3 clusters Score -1556671 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1557062.875000 Penalty: 4635.056152
	Iteration 8Q: 3 clusters Score -1557063 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1557452.250000 Penalty: 4635.056152
	Iteration 9Q: 3 clusters Score -1557452 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1557784.250000 Penalty: 4635.056152
	Iteration 10Q: 3 clusters Score -1557784 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1558053.625000 Penalty: 4635.056152
	Iteration 11Q: 3 clusters Score -1558054 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1558269.500000 Penalty: 4635.056152
	Iteration 12Q: 3 clusters Score -1558270 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1558462.250000 Penalty: 4635.056152
	Iteration 13Q: 3 clusters Score -1558462 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1558600.000000 Penalty: 4635.056152
	Iteration 14Q: 3 clusters Score -1558600 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1558686.125000 Penalty: 4635.056152
	Iteration 15Q: 3 clusters Score -1558686 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1558744.750000 Penalty: 4635.056152
	Iteration 16Q: 3 clusters Score -1558745 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1558795.625000 Penalty: 4635.056152
	Iteration 17Q: 3 clusters Score -1558796 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1558841.750000 Penalty: 4635.056152
	Iteration 18Q: 3 clusters Score -1558842 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1558881.500000 Penalty: 4635.056152
	Iteration 19Q: 3 clusters Score -1558882 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1558917.125000 Penalty: 4635.056152
	Iteration 20F: 3 clusters Score -1558917 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1558956.625000 Penalty: 4635.056152
	Iteration 21Q: 3 clusters Score -1558957 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1558992.250000 Penalty: 4635.056152
	Iteration 22Q: 3 clusters Score -1558992 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1559011.875000 Penalty: 4635.056152
	Iteration 23Q: 3 clusters Score -1559012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1559026.000000 Penalty: 4635.056152
	Iteration 24Q: 3 clusters Score -1559026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1559036.750000 Penalty: 4635.056152
	Iteration 25Q: 3 clusters Score -1559037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1559049.375000 Penalty: 4635.056152
	Iteration 26Q: 3 clusters Score -1559049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1559058.625000 Penalty: 4635.056152
	Iteration 27Q: 3 clusters Score -1559059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1559059.375000 Penalty: 4635.056152
	Iteration 28Q: 3 clusters Score -1559059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1559061.625000 Penalty: 4635.056152
	Iteration 29Q: 3 clusters Score -1559062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1559064.375000 Penalty: 4635.056152
	Iteration 30Q: 3 clusters Score -1559064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1559065.875000 Penalty: 4635.056152
	Iteration 31Q: 3 clusters Score -1559066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1559072.625000 Penalty: 4635.056152
	Iteration 32Q: 3 clusters Score -1559073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1559077.000000 Penalty: 4635.056152
	Iteration 33Q: 3 clusters Score -1559077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1559083.500000 Penalty: 4635.056152
	Iteration 34Q: 3 clusters Score -1559084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1559084.875000 Penalty: 4635.056152
	Iteration 35Q: 3 clusters Score -1559085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1559087.250000 Penalty: 4635.056152
	Iteration 36Q: 3 clusters Score -1559087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1559089.125000 Penalty: 4635.056152
	Iteration 37Q: 3 clusters Score -1559089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1559089.625000 Penalty: 4635.056152
	Iteration 38Q: 3 clusters Score -1559090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1559088.375000 Penalty: 4635.056152
	Iteration 39Q: 3 clusters Score -1559088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1559088.500000 Penalty: 4635.056152
	Iteration 40F: 3 clusters Score -1559088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1559090.000000 Penalty: 4635.056152
	Iteration 41Q: 3 clusters Score -1559090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1559089.750000 Penalty: 4635.056152
	Iteration 42Q: 3 clusters Score -1559090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1559089.750000 Penalty: 4635.056152
	Iteration 43F: 3 clusters Score -1559090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -108190.882812 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -108190.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -106358.875000 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -106358.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -106774.179688 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -106774.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -106953.851562 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -106953.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -107038.937500 Penalty: 3338.584961
	Iteration 3F: 3 clusters Score -107038.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -107134.687500 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -107134.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -107258.554688 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -107258.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -107447.617188 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -107447.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -107624.578125 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -107624.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -107670.781250 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -107670.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -107709.968750 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -107710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -107738.789062 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -107738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -107741.671875 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -107741.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -107741.671875 Penalty: 3338.584961
	Iteration 12F: 3 clusters Score -107741.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Entering Unmasked Estep 
Score: -1922194.375000 Penalty: 2382.744385
	Iteration 0F: 2 clusters Score -1922194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1911465.750000 Penalty: 4765.488770
	Iteration 0F: 3 clusters Score -1911466 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1915023.375000 Penalty: 4765.488770
	Iteration 1F: 3 clusters Score -1915023 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1915707.750000 Penalty: 4765.488770
	Iteration 2F: 3 clusters Score -1915708 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1916472.125000 Penalty: 4765.488770
	Iteration 3F: 3 clusters Score -1916472 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1917217.000000 Penalty: 4765.488770
	Iteration 4F: 3 clusters Score -1917217 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1917876.625000 Penalty: 4765.488770
	Iteration 5F: 3 clusters Score -1917877 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1918444.000000 Penalty: 4765.488770
	Iteration 6F: 3 clusters Score -1918444 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1918859.375000 Penalty: 4765.488770
	Iteration 7Q: 3 clusters Score -1918859 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1919166.000000 Penalty: 4765.488770
	Iteration 8Q: 3 clusters Score -1919166 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1919393.000000 Penalty: 4765.488770
	Iteration 9Q: 3 clusters Score -1919393 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1919569.250000 Penalty: 4765.488770
	Iteration 10Q: 3 clusters Score -1919569 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1919718.500000 Penalty: 4765.488770
	Iteration 11Q: 3 clusters Score -1919718 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1919858.875000 Penalty: 4765.488770
	Iteration 12Q: 3 clusters Score -1919859 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1919978.125000 Penalty: 4765.488770
	Iteration 13Q: 3 clusters Score -1919978 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1920093.500000 Penalty: 4765.488770
	Iteration 14Q: 3 clusters Score -1920094 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1920185.375000 Penalty: 4765.488770
	Iteration 15Q: 3 clusters Score -1920185 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1920259.750000 Penalty: 4765.488770
	Iteration 16Q: 3 clusters Score -1920260 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1920324.500000 Penalty: 4765.488770
	Iteration 17Q: 3 clusters Score -1920324 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1920380.000000 Penalty: 4765.488770
	Iteration 18Q: 3 clusters Score -1920380 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1920415.625000 Penalty: 4765.488770
	Iteration 19Q: 3 clusters Score -1920416 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1920441.000000 Penalty: 4765.488770
	Iteration 20F: 3 clusters Score -1920441 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1920455.750000 Penalty: 4765.488770
	Iteration 21Q: 3 clusters Score -1920456 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1920477.375000 Penalty: 4765.488770
	Iteration 22Q: 3 clusters Score -1920477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1920491.750000 Penalty: 4765.488770
	Iteration 23Q: 3 clusters Score -1920492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1920500.250000 Penalty: 4765.488770
	Iteration 24Q: 3 clusters Score -1920500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1920511.750000 Penalty: 4765.488770
	Iteration 25Q: 3 clusters Score -1920512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1920530.500000 Penalty: 4765.488770
	Iteration 26Q: 3 clusters Score -1920530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1920536.250000 Penalty: 4765.488770
	Iteration 27Q: 3 clusters Score -1920536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1920543.375000 Penalty: 4765.488770
	Iteration 28Q: 3 clusters Score -1920543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1920552.375000 Penalty: 4765.488770
	Iteration 29Q: 3 clusters Score -1920552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1920554.875000 Penalty: 4765.488770
	Iteration 30Q: 3 clusters Score -1920555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1920562.625000 Penalty: 4765.488770
	Iteration 31Q: 3 clusters Score -1920563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1920567.625000 Penalty: 4765.488770
	Iteration 32Q: 3 clusters Score -1920568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1920570.625000 Penalty: 4765.488770
	Iteration 33Q: 3 clusters Score -1920571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1920575.625000 Penalty: 4765.488770
	Iteration 34Q: 3 clusters Score -1920576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1920577.750000 Penalty: 4765.488770
	Iteration 35Q: 3 clusters Score -1920578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1920576.625000 Penalty: 4765.488770
	Iteration 36Q: 3 clusters Score -1920577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1920577.000000 Penalty: 4765.488770
	Iteration 37Q: 3 clusters Score -1920577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1920577.500000 Penalty: 4765.488770
	Iteration 38Q: 3 clusters Score -1920578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1920577.375000 Penalty: 4765.488770
	Iteration 39Q: 3 clusters Score -1920577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1920577.375000 Penalty: 4765.488770
	Iteration 40F: 3 clusters Score -1920577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -70517.601562 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -70517.6 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 304 members 
Entering Unmasked Estep 
Score: -69084.250000 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -69084.25 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69561.937500 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -69561.94 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -69887.429688 Penalty: 3181.075684
	Iteration 2F: 3 clusters Score -69887.43 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -70307.734375 Penalty: 3181.075684
	Iteration 3F: 3 clusters Score -70307.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -70640.023438 Penalty: 3181.075684
	Iteration 4F: 3 clusters Score -70640.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -70885.921875 Penalty: 3181.075684
	Iteration 5Q: 3 clusters Score -70885.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -71002.132812 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -71002.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -71118.765625 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -71118.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -71252.804688 Penalty: 3181.075684
	Iteration 8Q: 3 clusters Score -71252.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71358.421875 Penalty: 3181.075684
	Iteration 9Q: 3 clusters Score -71358.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -71583.601562 Penalty: 3181.075684
	Iteration 10Q: 3 clusters Score -71583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -71615.703125 Penalty: 3181.075684
	Iteration 11Q: 3 clusters Score -71615.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -71615.703125 Penalty: 3181.075684
	Iteration 12F: 3 clusters Score -71615.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 16002 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26083 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6369 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61379 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21034 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7405 members 
Mstep: Class 16 contains 161139 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37462 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86284 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 167220 members 
Mstep: Class 23 contains 3801 members 
Mstep: Class 24 contains 6296 members 
Mstep: Class 25 contains 13640 members 
Mstep: Class 26 contains 8120 members 
Mstep: Class 27 contains 11440 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14881 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 6686 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29406 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2982 members 
Mstep: Class 38 contains 368 members 
Entering Unmasked Estep 
Score: -100898824.000000 Penalty: 127655.687500
Splitting cluster 30 changes total score from -100899712.000000 to -100898824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (6686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Entering Unmasked Estep 
Score: -914872.812500 Penalty: 2184.327148
	Iteration 0F: 2 clusters Score -914872.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -909210.937500 Penalty: 4368.654297
	Iteration 0F: 3 clusters Score -909210.9 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -910643.062500 Penalty: 4368.654297
	Iteration 1F: 3 clusters Score -910643.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -910873.500000 Penalty: 4368.654297
	Iteration 2F: 3 clusters Score -910873.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -911017.062500 Penalty: 4368.654297
	Iteration 3Q: 3 clusters Score -911017.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -911123.000000 Penalty: 4368.654297
	Iteration 4Q: 3 clusters Score -911123 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -911228.000000 Penalty: 4368.654297
	Iteration 5Q: 3 clusters Score -911228 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -911326.875000 Penalty: 4368.654297
	Iteration 6Q: 3 clusters Score -911326.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -911430.125000 Penalty: 4368.654297
	Iteration 7Q: 3 clusters Score -911430.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -911526.250000 Penalty: 4368.654297
	Iteration 8Q: 3 clusters Score -911526.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -911615.125000 Penalty: 4368.654297
	Iteration 9Q: 3 clusters Score -911615.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -911721.937500 Penalty: 4368.654297
	Iteration 10Q: 3 clusters Score -911721.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -911837.875000 Penalty: 4368.654297
	Iteration 11Q: 3 clusters Score -911837.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -911951.875000 Penalty: 4368.654297
	Iteration 12Q: 3 clusters Score -911951.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -912074.562500 Penalty: 4368.654297
	Iteration 13Q: 3 clusters Score -912074.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -912250.562500 Penalty: 4368.654297
	Iteration 14Q: 3 clusters Score -912250.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -912418.937500 Penalty: 4368.654297
	Iteration 15Q: 3 clusters Score -912418.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -912608.875000 Penalty: 4368.654297
	Iteration 16Q: 3 clusters Score -912608.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -912777.437500 Penalty: 4368.654297
	Iteration 17Q: 3 clusters Score -912777.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -912912.000000 Penalty: 4368.654297
	Iteration 18Q: 3 clusters Score -912912 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -913039.937500 Penalty: 4368.654297
	Iteration 19Q: 3 clusters Score -913039.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -913139.000000 Penalty: 4368.654297
	Iteration 20F: 3 clusters Score -913139 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -913193.625000 Penalty: 4368.654297
	Iteration 21Q: 3 clusters Score -913193.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -913224.812500 Penalty: 4368.654297
	Iteration 22Q: 3 clusters Score -913224.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -913260.500000 Penalty: 4368.654297
	Iteration 23Q: 3 clusters Score -913260.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -913291.187500 Penalty: 4368.654297
	Iteration 24Q: 3 clusters Score -913291.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -913306.062500 Penalty: 4368.654297
	Iteration 25Q: 3 clusters Score -913306.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -913310.687500 Penalty: 4368.654297
	Iteration 26Q: 3 clusters Score -913310.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -913315.687500 Penalty: 4368.654297
	Iteration 27Q: 3 clusters Score -913315.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -913315.937500 Penalty: 4368.654297
	Iteration 28Q: 3 clusters Score -913315.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -913318.312500 Penalty: 4368.654297
	Iteration 29Q: 3 clusters Score -913318.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -913322.687500 Penalty: 4368.654297
	Iteration 30Q: 3 clusters Score -913322.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -913329.500000 Penalty: 4368.654297
	Iteration 31Q: 3 clusters Score -913329.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -913337.062500 Penalty: 4368.654297
	Iteration 32Q: 3 clusters Score -913337.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -913339.000000 Penalty: 4368.654297
	Iteration 33Q: 3 clusters Score -913339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -913342.062500 Penalty: 4368.654297
	Iteration 34Q: 3 clusters Score -913342.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -913342.312500 Penalty: 4368.654297
	Iteration 35Q: 3 clusters Score -913342.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -913344.062500 Penalty: 4368.654297
	Iteration 36Q: 3 clusters Score -913344.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -913344.062500 Penalty: 4368.654297
	Iteration 37F: 3 clusters Score -913344.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Entering Unmasked Estep 
Score: -1405279.625000 Penalty: 2297.183838
	Iteration 0F: 2 clusters Score -1405280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1397268.750000 Penalty: 4594.367676
	Iteration 0F: 3 clusters Score -1397269 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1399547.625000 Penalty: 4594.367676
	Iteration 1F: 3 clusters Score -1399548 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1399843.750000 Penalty: 4594.367676
	Iteration 2F: 3 clusters Score -1399844 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1400095.000000 Penalty: 4594.367676
	Iteration 3F: 3 clusters Score -1400095 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1400315.625000 Penalty: 4594.367676
	Iteration 4Q: 3 clusters Score -1400316 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1400505.125000 Penalty: 4594.367676
	Iteration 5Q: 3 clusters Score -1400505 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1400670.750000 Penalty: 4594.367676
	Iteration 6Q: 3 clusters Score -1400671 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1400817.375000 Penalty: 4594.367676
	Iteration 7Q: 3 clusters Score -1400817 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1400946.250000 Penalty: 4594.367676
	Iteration 8Q: 3 clusters Score -1400946 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1401054.375000 Penalty: 4594.367676
	Iteration 9Q: 3 clusters Score -1401054 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1401158.750000 Penalty: 4594.367676
	Iteration 10Q: 3 clusters Score -1401159 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1401244.375000 Penalty: 4594.367676
	Iteration 11Q: 3 clusters Score -1401244 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1401316.875000 Penalty: 4594.367676
	Iteration 12Q: 3 clusters Score -1401317 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1401401.125000 Penalty: 4594.367676
	Iteration 13Q: 3 clusters Score -1401401 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1401477.000000 Penalty: 4594.367676
	Iteration 14Q: 3 clusters Score -1401477 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1401575.000000 Penalty: 4594.367676
	Iteration 15Q: 3 clusters Score -1401575 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1401660.375000 Penalty: 4594.367676
	Iteration 16Q: 3 clusters Score -1401660 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1401750.875000 Penalty: 4594.367676
	Iteration 17Q: 3 clusters Score -1401751 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1401854.250000 Penalty: 4594.367676
	Iteration 18Q: 3 clusters Score -1401854 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1401953.875000 Penalty: 4594.367676
	Iteration 19Q: 3 clusters Score -1401954 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1402067.375000 Penalty: 4594.367676
	Iteration 20F: 3 clusters Score -1402067 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1402185.625000 Penalty: 4594.367676
	Iteration 21Q: 3 clusters Score -1402186 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1402306.250000 Penalty: 4594.367676
	Iteration 22Q: 3 clusters Score -1402306 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1402453.625000 Penalty: 4594.367676
	Iteration 23Q: 3 clusters Score -1402454 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1402581.375000 Penalty: 4594.367676
	Iteration 24Q: 3 clusters Score -1402581 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1402692.250000 Penalty: 4594.367676
	Iteration 25Q: 3 clusters Score -1402692 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1402778.250000 Penalty: 4594.367676
	Iteration 26Q: 3 clusters Score -1402778 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1402852.375000 Penalty: 4594.367676
	Iteration 27Q: 3 clusters Score -1402852 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1402904.250000 Penalty: 4594.367676
	Iteration 28Q: 3 clusters Score -1402904 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1402957.500000 Penalty: 4594.367676
	Iteration 29Q: 3 clusters Score -1402958 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1403013.375000 Penalty: 4594.367676
	Iteration 30Q: 3 clusters Score -1403013 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1403071.750000 Penalty: 4594.367676
	Iteration 31Q: 3 clusters Score -1403072 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1403128.000000 Penalty: 4594.367676
	Iteration 32Q: 3 clusters Score -1403128 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1403174.000000 Penalty: 4594.367676
	Iteration 33Q: 3 clusters Score -1403174 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1403212.000000 Penalty: 4594.367676
	Iteration 34Q: 3 clusters Score -1403212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1403241.000000 Penalty: 4594.367676
	Iteration 35Q: 3 clusters Score -1403241 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1403270.375000 Penalty: 4594.367676
	Iteration 36Q: 3 clusters Score -1403270 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1403296.125000 Penalty: 4594.367676
	Iteration 37Q: 3 clusters Score -1403296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1403316.750000 Penalty: 4594.367676
	Iteration 38Q: 3 clusters Score -1403317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1403340.250000 Penalty: 4594.367676
	Iteration 39Q: 3 clusters Score -1403340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1403352.375000 Penalty: 4594.367676
	Iteration 40F: 3 clusters Score -1403352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1403368.000000 Penalty: 4594.367676
	Iteration 41Q: 3 clusters Score -1403368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1403380.000000 Penalty: 4594.367676
	Iteration 42Q: 3 clusters Score -1403380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1403387.500000 Penalty: 4594.367676
	Iteration 43Q: 3 clusters Score -1403388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1403396.250000 Penalty: 4594.367676
	Iteration 44Q: 3 clusters Score -1403396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1403403.375000 Penalty: 4594.367676
	Iteration 45Q: 3 clusters Score -1403403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1403409.000000 Penalty: 4594.367676
	Iteration 46Q: 3 clusters Score -1403409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1403413.125000 Penalty: 4594.367676
	Iteration 47Q: 3 clusters Score -1403413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1403414.625000 Penalty: 4594.367676
	Iteration 48Q: 3 clusters Score -1403415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1403418.625000 Penalty: 4594.367676
	Iteration 49Q: 3 clusters Score -1403419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1403421.500000 Penalty: 4594.367676
	Iteration 50Q: 3 clusters Score -1403422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1403422.125000 Penalty: 4594.367676
	Iteration 51Q: 3 clusters Score -1403422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1403427.375000 Penalty: 4594.367676
	Iteration 52Q: 3 clusters Score -1403427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1403426.875000 Penalty: 4594.367676
	Iteration 53Q: 3 clusters Score -1403427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1403426.875000 Penalty: 4594.367676
	Iteration 54F: 3 clusters Score -1403427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Entering Unmasked Estep 
Score: -909339.875000 Penalty: 2201.348389
	Iteration 0F: 2 clusters Score -909339.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -903508.812500 Penalty: 4402.696777
	Iteration 0F: 3 clusters Score -903508.8 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -905218.187500 Penalty: 4402.696777
	Iteration 1F: 3 clusters Score -905218.2 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -905713.875000 Penalty: 4402.696777
	Iteration 2F: 3 clusters Score -905713.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -906166.312500 Penalty: 4402.696777
	Iteration 3F: 3 clusters Score -906166.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -906572.375000 Penalty: 4402.696777
	Iteration 4F: 3 clusters Score -906572.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -906922.875000 Penalty: 4402.696777
	Iteration 5F: 3 clusters Score -906922.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -907219.875000 Penalty: 4402.696777
	Iteration 6F: 3 clusters Score -907219.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -907516.875000 Penalty: 4402.696777
	Iteration 7Q: 3 clusters Score -907516.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -907739.312500 Penalty: 4402.696777
	Iteration 8Q: 3 clusters Score -907739.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -907870.687500 Penalty: 4402.696777
	Iteration 9Q: 3 clusters Score -907870.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -907976.125000 Penalty: 4402.696777
	Iteration 10Q: 3 clusters Score -907976.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -908067.187500 Penalty: 4402.696777
	Iteration 11Q: 3 clusters Score -908067.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -908143.687500 Penalty: 4402.696777
	Iteration 12Q: 3 clusters Score -908143.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -908192.562500 Penalty: 4402.696777
	Iteration 13Q: 3 clusters Score -908192.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -908237.312500 Penalty: 4402.696777
	Iteration 14Q: 3 clusters Score -908237.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -908263.437500 Penalty: 4402.696777
	Iteration 15Q: 3 clusters Score -908263.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -908277.000000 Penalty: 4402.696777
	Iteration 16Q: 3 clusters Score -908277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -908286.625000 Penalty: 4402.696777
	Iteration 17Q: 3 clusters Score -908286.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -908293.437500 Penalty: 4402.696777
	Iteration 18Q: 3 clusters Score -908293.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -908295.750000 Penalty: 4402.696777
	Iteration 19Q: 3 clusters Score -908295.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -908299.937500 Penalty: 4402.696777
	Iteration 20F: 3 clusters Score -908299.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -908299.562500 Penalty: 4402.696777
	Iteration 21Q: 3 clusters Score -908299.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -908302.062500 Penalty: 4402.696777
	Iteration 22Q: 3 clusters Score -908302.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -908305.500000 Penalty: 4402.696777
	Iteration 23Q: 3 clusters Score -908305.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -908306.937500 Penalty: 4402.696777
	Iteration 24Q: 3 clusters Score -908306.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -908311.500000 Penalty: 4402.696777
	Iteration 25Q: 3 clusters Score -908311.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -908314.937500 Penalty: 4402.696777
	Iteration 26Q: 3 clusters Score -908314.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -908315.250000 Penalty: 4402.696777
	Iteration 27Q: 3 clusters Score -908315.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -908316.812500 Penalty: 4402.696777
	Iteration 28Q: 3 clusters Score -908316.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -908319.250000 Penalty: 4402.696777
	Iteration 29Q: 3 clusters Score -908319.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -908319.562500 Penalty: 4402.696777
	Iteration 30Q: 3 clusters Score -908319.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -908319.625000 Penalty: 4402.696777
	Iteration 31Q: 3 clusters Score -908319.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -908319.500000 Penalty: 4402.696777
	Iteration 32Q: 3 clusters Score -908319.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -908322.375000 Penalty: 4402.696777
	Iteration 33Q: 3 clusters Score -908322.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -908323.562500 Penalty: 4402.696777
	Iteration 34Q: 3 clusters Score -908323.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -908322.312500 Penalty: 4402.696777
	Iteration 35Q: 3 clusters Score -908322.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -908324.687500 Penalty: 4402.696777
	Iteration 36Q: 3 clusters Score -908324.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -908324.375000 Penalty: 4402.696777
	Iteration 37Q: 3 clusters Score -908324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -908324.562500 Penalty: 4402.696777
	Iteration 38Q: 3 clusters Score -908324.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -908324.437500 Penalty: 4402.696777
	Iteration 39Q: 3 clusters Score -908324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -908324.125000 Penalty: 4402.696777
	Iteration 40F: 3 clusters Score -908324.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -908325.312500 Penalty: 4402.696777
	Iteration 41Q: 3 clusters Score -908325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -908325.062500 Penalty: 4402.696777
	Iteration 42Q: 3 clusters Score -908325.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -908326.125000 Penalty: 4402.696777
	Iteration 43Q: 3 clusters Score -908326.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -908325.750000 Penalty: 4402.696777
	Iteration 44Q: 3 clusters Score -908325.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -908324.812500 Penalty: 4402.696777
	Iteration 45Q: 3 clusters Score -908324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -908328.437500 Penalty: 4402.696777
	Iteration 46Q: 3 clusters Score -908328.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -908328.562500 Penalty: 4402.696777
	Iteration 47Q: 3 clusters Score -908328.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -908331.812500 Penalty: 4402.696777
	Iteration 48Q: 3 clusters Score -908331.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -908331.437500 Penalty: 4402.696777
	Iteration 49Q: 3 clusters Score -908331.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -908330.812500 Penalty: 4402.696777
	Iteration 50Q: 3 clusters Score -908330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -908332.062500 Penalty: 4402.696777
	Iteration 51Q: 3 clusters Score -908332.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -908330.250000 Penalty: 4402.696777
	Iteration 52Q: 3 clusters Score -908330.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -908330.875000 Penalty: 4402.696777
	Iteration 53Q: 3 clusters Score -908330.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -908333.437500 Penalty: 4402.696777
	Iteration 54Q: 3 clusters Score -908333.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -908334.812500 Penalty: 4402.696777
	Iteration 55Q: 3 clusters Score -908334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -908335.187500 Penalty: 4402.696777
	Iteration 56Q: 3 clusters Score -908335.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -908336.500000 Penalty: 4402.696777
	Iteration 57Q: 3 clusters Score -908336.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -908335.625000 Penalty: 4402.696777
	Iteration 58Q: 3 clusters Score -908335.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -908336.562500 Penalty: 4402.696777
	Iteration 59Q: 3 clusters Score -908336.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -908337.187500 Penalty: 4402.696777
	Iteration 60F: 3 clusters Score -908337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -908337.937500 Penalty: 4402.696777
	Iteration 61Q: 3 clusters Score -908337.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -908337.687500 Penalty: 4402.696777
	Iteration 62Q: 3 clusters Score -908337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -908338.062500 Penalty: 4402.696777
	Iteration 63Q: 3 clusters Score -908338.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -908339.750000 Penalty: 4402.696777
	Iteration 64Q: 3 clusters Score -908339.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -908339.125000 Penalty: 4402.696777
	Iteration 65Q: 3 clusters Score -908339.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -908342.125000 Penalty: 4402.696777
	Iteration 66Q: 3 clusters Score -908342.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -908343.125000 Penalty: 4402.696777
	Iteration 67Q: 3 clusters Score -908343.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -908346.250000 Penalty: 4402.696777
	Iteration 68Q: 3 clusters Score -908346.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -908346.687500 Penalty: 4402.696777
	Iteration 69Q: 3 clusters Score -908346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -908346.687500 Penalty: 4402.696777
	Iteration 70F: 3 clusters Score -908346.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (29406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Entering Unmasked Estep 
Score: -3736149.750000 Penalty: 2551.660645
	Iteration 0F: 2 clusters Score -3736150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -3716087.500000 Penalty: 5103.321289
	Iteration 0F: 3 clusters Score -3716088 nChanged 13240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3723511.750000 Penalty: 5103.321289
	Iteration 1F: 3 clusters Score -3723512 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -3724191.750000 Penalty: 5103.321289
	Iteration 2F: 3 clusters Score -3724192 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -3724794.750000 Penalty: 5103.321289
	Iteration 3F: 3 clusters Score -3724795 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3725325.500000 Penalty: 5103.321289
	Iteration 4Q: 3 clusters Score -3725326 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -3725870.000000 Penalty: 5103.321289
	Iteration 5Q: 3 clusters Score -3725870 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -3726424.250000 Penalty: 5103.321289
	Iteration 6Q: 3 clusters Score -3726424 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -3727033.750000 Penalty: 5103.321289
	Iteration 7Q: 3 clusters Score -3727034 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -3727675.750000 Penalty: 5103.321289
	Iteration 8Q: 3 clusters Score -3727676 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3728407.750000 Penalty: 5103.321289
	Iteration 9Q: 3 clusters Score -3728408 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -3729188.000000 Penalty: 5103.321289
	Iteration 10Q: 3 clusters Score -3729188 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3729970.750000 Penalty: 5103.321289
	Iteration 11Q: 3 clusters Score -3729971 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -3730656.250000 Penalty: 5103.321289
	Iteration 12Q: 3 clusters Score -3730656 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -3731289.250000 Penalty: 5103.321289
	Iteration 13Q: 3 clusters Score -3731289 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -3731840.500000 Penalty: 5103.321289
	Iteration 14Q: 3 clusters Score -3731840 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3732280.500000 Penalty: 5103.321289
	Iteration 15Q: 3 clusters Score -3732280 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3732643.000000 Penalty: 5103.321289
	Iteration 16Q: 3 clusters Score -3732643 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3732940.750000 Penalty: 5103.321289
	Iteration 17Q: 3 clusters Score -3732941 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3733199.250000 Penalty: 5103.321289
	Iteration 18Q: 3 clusters Score -3733199 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3733409.750000 Penalty: 5103.321289
	Iteration 19Q: 3 clusters Score -3733410 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3733591.500000 Penalty: 5103.321289
	Iteration 20F: 3 clusters Score -3733592 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3733717.000000 Penalty: 5103.321289
	Iteration 21Q: 3 clusters Score -3733717 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3733814.500000 Penalty: 5103.321289
	Iteration 22Q: 3 clusters Score -3733814 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3733924.000000 Penalty: 5103.321289
	Iteration 23Q: 3 clusters Score -3733924 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3734007.500000 Penalty: 5103.321289
	Iteration 24Q: 3 clusters Score -3734008 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3734067.250000 Penalty: 5103.321289
	Iteration 25Q: 3 clusters Score -3734067 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3734105.000000 Penalty: 5103.321289
	Iteration 26Q: 3 clusters Score -3734105 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3734159.500000 Penalty: 5103.321289
	Iteration 27Q: 3 clusters Score -3734160 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3734189.500000 Penalty: 5103.321289
	Iteration 28Q: 3 clusters Score -3734190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3734219.000000 Penalty: 5103.321289
	Iteration 29Q: 3 clusters Score -3734219 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3734236.000000 Penalty: 5103.321289
	Iteration 30Q: 3 clusters Score -3734236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3734245.250000 Penalty: 5103.321289
	Iteration 31Q: 3 clusters Score -3734245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3734256.500000 Penalty: 5103.321289
	Iteration 32Q: 3 clusters Score -3734256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3734271.750000 Penalty: 5103.321289
	Iteration 33Q: 3 clusters Score -3734272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3734280.000000 Penalty: 5103.321289
	Iteration 34Q: 3 clusters Score -3734280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3734286.000000 Penalty: 5103.321289
	Iteration 35Q: 3 clusters Score -3734286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3734290.500000 Penalty: 5103.321289
	Iteration 36Q: 3 clusters Score -3734290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3734295.000000 Penalty: 5103.321289
	Iteration 37Q: 3 clusters Score -3734295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3734299.250000 Penalty: 5103.321289
	Iteration 38Q: 3 clusters Score -3734299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3734307.250000 Penalty: 5103.321289
	Iteration 39Q: 3 clusters Score -3734307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3734313.500000 Penalty: 5103.321289
	Iteration 40F: 3 clusters Score -3734314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3734310.250000 Penalty: 5103.321289
	Iteration 41Q: 3 clusters Score -3734310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3734309.750000 Penalty: 5103.321289
	Iteration 42Q: 3 clusters Score -3734310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3734313.250000 Penalty: 5103.321289
	Iteration 43Q: 3 clusters Score -3734313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3734314.250000 Penalty: 5103.321289
	Iteration 44Q: 3 clusters Score -3734314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3734314.250000 Penalty: 5103.321289
	Iteration 45F: 3 clusters Score -3734314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Entering Unmasked Estep 
Score: -887061.187500 Penalty: 2180.514648
	Iteration 0F: 2 clusters Score -887061.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -881480.312500 Penalty: 4361.029297
	Iteration 0F: 3 clusters Score -881480.3 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -882949.312500 Penalty: 4361.029297
	Iteration 1F: 3 clusters Score -882949.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -883253.000000 Penalty: 4361.029297
	Iteration 2F: 3 clusters Score -883253 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -883510.375000 Penalty: 4361.029297
	Iteration 3F: 3 clusters Score -883510.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -883718.062500 Penalty: 4361.029297
	Iteration 4F: 3 clusters Score -883718.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -883893.625000 Penalty: 4361.029297
	Iteration 5Q: 3 clusters Score -883893.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -884052.562500 Penalty: 4361.029297
	Iteration 6Q: 3 clusters Score -884052.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -884190.937500 Penalty: 4361.029297
	Iteration 7Q: 3 clusters Score -884190.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -884317.437500 Penalty: 4361.029297
	Iteration 8Q: 3 clusters Score -884317.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -884430.687500 Penalty: 4361.029297
	Iteration 9Q: 3 clusters Score -884430.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -884523.500000 Penalty: 4361.029297
	Iteration 10Q: 3 clusters Score -884523.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -884611.500000 Penalty: 4361.029297
	Iteration 11Q: 3 clusters Score -884611.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -884681.875000 Penalty: 4361.029297
	Iteration 12Q: 3 clusters Score -884681.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -884745.000000 Penalty: 4361.029297
	Iteration 13Q: 3 clusters Score -884745 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -884813.000000 Penalty: 4361.029297
	Iteration 14Q: 3 clusters Score -884813 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -884880.687500 Penalty: 4361.029297
	Iteration 15Q: 3 clusters Score -884880.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -884937.375000 Penalty: 4361.029297
	Iteration 16Q: 3 clusters Score -884937.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -884977.187500 Penalty: 4361.029297
	Iteration 17Q: 3 clusters Score -884977.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -884999.875000 Penalty: 4361.029297
	Iteration 18Q: 3 clusters Score -884999.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -885029.687500 Penalty: 4361.029297
	Iteration 19Q: 3 clusters Score -885029.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -885050.625000 Penalty: 4361.029297
	Iteration 20F: 3 clusters Score -885050.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -885069.875000 Penalty: 4361.029297
	Iteration 21Q: 3 clusters Score -885069.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -885087.500000 Penalty: 4361.029297
	Iteration 22Q: 3 clusters Score -885087.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -885109.687500 Penalty: 4361.029297
	Iteration 23Q: 3 clusters Score -885109.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -885123.000000 Penalty: 4361.029297
	Iteration 24Q: 3 clusters Score -885123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -885136.250000 Penalty: 4361.029297
	Iteration 25Q: 3 clusters Score -885136.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -885148.437500 Penalty: 4361.029297
	Iteration 26Q: 3 clusters Score -885148.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -885157.125000 Penalty: 4361.029297
	Iteration 27Q: 3 clusters Score -885157.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -885161.875000 Penalty: 4361.029297
	Iteration 28Q: 3 clusters Score -885161.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -885164.437500 Penalty: 4361.029297
	Iteration 29Q: 3 clusters Score -885164.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -885165.687500 Penalty: 4361.029297
	Iteration 30Q: 3 clusters Score -885165.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -885167.812500 Penalty: 4361.029297
	Iteration 31Q: 3 clusters Score -885167.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -885172.437500 Penalty: 4361.029297
	Iteration 32Q: 3 clusters Score -885172.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -885171.750000 Penalty: 4361.029297
	Iteration 33Q: 3 clusters Score -885171.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -885172.875000 Penalty: 4361.029297
	Iteration 34Q: 3 clusters Score -885172.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -885174.125000 Penalty: 4361.029297
	Iteration 35Q: 3 clusters Score -885174.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -885176.250000 Penalty: 4361.029297
	Iteration 36Q: 3 clusters Score -885176.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -885177.750000 Penalty: 4361.029297
	Iteration 37Q: 3 clusters Score -885177.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -885181.250000 Penalty: 4361.029297
	Iteration 38Q: 3 clusters Score -885181.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -885183.500000 Penalty: 4361.029297
	Iteration 39Q: 3 clusters Score -885183.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -885183.312500 Penalty: 4361.029297
	Iteration 40F: 3 clusters Score -885183.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -885188.937500 Penalty: 4361.029297
	Iteration 41Q: 3 clusters Score -885188.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -885189.437500 Penalty: 4361.029297
	Iteration 42Q: 3 clusters Score -885189.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -885189.625000 Penalty: 4361.029297
	Iteration 43Q: 3 clusters Score -885189.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -885192.000000 Penalty: 4361.029297
	Iteration 44Q: 3 clusters Score -885192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -885192.687500 Penalty: 4361.029297
	Iteration 45Q: 3 clusters Score -885192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -885192.687500 Penalty: 4361.029297
	Iteration 46F: 3 clusters Score -885192.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -116354.218750 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -116354.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -114456.648438 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -114456.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -114746.054688 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -114746.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -114871.039062 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -114871 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -114987.609375 Penalty: 3395.556396
	Iteration 3F: 3 clusters Score -114987.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -115164.234375 Penalty: 3395.556396
	Iteration 4F: 3 clusters Score -115164.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -115331.460938 Penalty: 3395.556396
	Iteration 5F: 3 clusters Score -115331.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -115398.109375 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -115398.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -115446.312500 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -115446.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -115479.968750 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -115480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -115495.312500 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -115495.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -115500.007812 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -115500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -115503.421875 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -115503.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -115514.085938 Penalty: 3395.556396
	Iteration 12Q: 3 clusters Score -115514.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -115521.125000 Penalty: 3395.556396
	Iteration 13Q: 3 clusters Score -115521.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -115524.148438 Penalty: 3395.556396
	Iteration 14Q: 3 clusters Score -115524.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -115528.218750 Penalty: 3395.556396
	Iteration 15Q: 3 clusters Score -115528.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -115541.101562 Penalty: 3395.556396
	Iteration 16Q: 3 clusters Score -115541.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -115557.679688 Penalty: 3395.556396
	Iteration 17Q: 3 clusters Score -115557.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -115575.859375 Penalty: 3395.556396
	Iteration 18Q: 3 clusters Score -115575.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -115596.796875 Penalty: 3395.556396
	Iteration 19Q: 3 clusters Score -115596.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -115609.867188 Penalty: 3395.556396
	Iteration 20F: 3 clusters Score -115609.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -115624.054688 Penalty: 3395.556396
	Iteration 21Q: 3 clusters Score -115624.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -115654.960938 Penalty: 3395.556396
	Iteration 22Q: 3 clusters Score -115655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -115735.812500 Penalty: 3395.556396
	Iteration 23Q: 3 clusters Score -115735.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -116047.890625 Penalty: 3395.556396
	Iteration 24Q: 3 clusters Score -116047.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -116735.234375 Penalty: 3395.556396
	Iteration 25Q: 3 clusters Score -116735.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -117221.156250 Penalty: 3395.556396
	Iteration 26Q: 3 clusters Score -117221.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -117331.210938 Penalty: 3395.556396
	Iteration 27Q: 3 clusters Score -117331.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -117420.570312 Penalty: 3395.556396
	Iteration 28Q: 3 clusters Score -117420.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -117448.070312 Penalty: 3395.556396
	Iteration 29Q: 3 clusters Score -117448.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -117468.117188 Penalty: 3395.556396
	Iteration 30Q: 3 clusters Score -117468.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -117486.367188 Penalty: 3395.556396
	Iteration 31Q: 3 clusters Score -117486.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -117506.554688 Penalty: 3395.556396
	Iteration 32Q: 3 clusters Score -117506.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -117506.820312 Penalty: 3395.556396
	Iteration 33F: 3 clusters Score -117506.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -117508.531250 Penalty: 3395.556396
	Iteration 34Q: 3 clusters Score -117508.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -117515.101562 Penalty: 3395.556396
	Iteration 35Q: 3 clusters Score -117515.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -117518.804688 Penalty: 3395.556396
	Iteration 36Q: 3 clusters Score -117518.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -117520.101562 Penalty: 3395.556396
	Iteration 37Q: 3 clusters Score -117520.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -117520.101562 Penalty: 3395.556396
	Iteration 38F: 3 clusters Score -117520.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 16002 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26083 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6369 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61379 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21034 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7405 members 
Mstep: Class 16 contains 161139 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37462 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86284 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 167220 members 
Mstep: Class 23 contains 3801 members 
Mstep: Class 24 contains 6296 members 
Mstep: Class 25 contains 13640 members 
Mstep: Class 26 contains 8120 members 
Mstep: Class 27 contains 11440 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14881 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6686 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29406 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 642 members 
Mstep: Class 37 contains 2982 members 
Mstep: Class 38 contains 298 members 
Entering Unmasked Estep 
Score: -100899208.000000 Penalty: 127655.687500
Splitting cluster 36 changes total score from -100899712.000000 to -100899208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (2982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Entering Unmasked Estep 
Score: -377896.312500 Penalty: 1984.086548
	Iteration 0F: 2 clusters Score -377896.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -374691.812500 Penalty: 3968.173096
	Iteration 0F: 3 clusters Score -374691.8 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -375362.156250 Penalty: 3968.173096
	Iteration 1F: 3 clusters Score -375362.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -375573.000000 Penalty: 3968.173096
	Iteration 2F: 3 clusters Score -375573 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -375733.218750 Penalty: 3968.173096
	Iteration 3F: 3 clusters Score -375733.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -375864.750000 Penalty: 3968.173096
	Iteration 4Q: 3 clusters Score -375864.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -375974.937500 Penalty: 3968.173096
	Iteration 5Q: 3 clusters Score -375974.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -376081.718750 Penalty: 3968.173096
	Iteration 6Q: 3 clusters Score -376081.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -376168.281250 Penalty: 3968.173096
	Iteration 7Q: 3 clusters Score -376168.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -376240.187500 Penalty: 3968.173096
	Iteration 8Q: 3 clusters Score -376240.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -376295.156250 Penalty: 3968.173096
	Iteration 9Q: 3 clusters Score -376295.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -376354.812500 Penalty: 3968.173096
	Iteration 10Q: 3 clusters Score -376354.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -376429.218750 Penalty: 3968.173096
	Iteration 11Q: 3 clusters Score -376429.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -376535.687500 Penalty: 3968.173096
	Iteration 12Q: 3 clusters Score -376535.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -376634.812500 Penalty: 3968.173096
	Iteration 13Q: 3 clusters Score -376634.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -376706.656250 Penalty: 3968.173096
	Iteration 14Q: 3 clusters Score -376706.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -376753.437500 Penalty: 3968.173096
	Iteration 15Q: 3 clusters Score -376753.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -376780.750000 Penalty: 3968.173096
	Iteration 16Q: 3 clusters Score -376780.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -376791.437500 Penalty: 3968.173096
	Iteration 17Q: 3 clusters Score -376791.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -376803.937500 Penalty: 3968.173096
	Iteration 18Q: 3 clusters Score -376803.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -376816.312500 Penalty: 3968.173096
	Iteration 19Q: 3 clusters Score -376816.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -376830.000000 Penalty: 3968.173096
	Iteration 20F: 3 clusters Score -376830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -376844.093750 Penalty: 3968.173096
	Iteration 21Q: 3 clusters Score -376844.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -376854.375000 Penalty: 3968.173096
	Iteration 22Q: 3 clusters Score -376854.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -376861.187500 Penalty: 3968.173096
	Iteration 23Q: 3 clusters Score -376861.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -376869.281250 Penalty: 3968.173096
	Iteration 24Q: 3 clusters Score -376869.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -376875.875000 Penalty: 3968.173096
	Iteration 25Q: 3 clusters Score -376875.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -376880.687500 Penalty: 3968.173096
	Iteration 26Q: 3 clusters Score -376880.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -376885.906250 Penalty: 3968.173096
	Iteration 27Q: 3 clusters Score -376885.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -376887.937500 Penalty: 3968.173096
	Iteration 28Q: 3 clusters Score -376887.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -376890.375000 Penalty: 3968.173096
	Iteration 29Q: 3 clusters Score -376890.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -376890.375000 Penalty: 3968.173096
	Iteration 30F: 3 clusters Score -376890.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 16002 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26083 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6369 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61379 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21034 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7405 members 
Mstep: Class 16 contains 161139 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37462 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86284 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 167220 members 
Mstep: Class 23 contains 3801 members 
Mstep: Class 24 contains 6296 members 
Mstep: Class 25 contains 13640 members 
Mstep: Class 26 contains 8120 members 
Mstep: Class 27 contains 11440 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14881 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6686 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29406 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899616.000000 Penalty: 124296.320312
Iteration 159Q: 38 clusters Score -1.008996e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 16002 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26083 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61381 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21034 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7406 members 
Mstep: Class 16 contains 161142 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37461 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86285 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 167221 members 
Mstep: Class 23 contains 3802 members 
Mstep: Class 24 contains 6297 members 
Mstep: Class 25 contains 13640 members 
Mstep: Class 26 contains 8120 members 
Mstep: Class 27 contains 11440 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14877 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6690 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29404 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899640.000000 Penalty: 124296.320312
Iteration 160F: 38 clusters Score -1.008996e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 16002 members 
Mstep: Class 3 contains 1726 members 
Mstep: Class 4 contains 26083 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6367 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61381 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21034 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7406 members 
Mstep: Class 16 contains 161142 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37460 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86285 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 167222 members 
Mstep: Class 23 contains 3804 members 
Mstep: Class 24 contains 6296 members 
Mstep: Class 25 contains 13640 members 
Mstep: Class 26 contains 8120 members 
Mstep: Class 27 contains 11441 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14876 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6692 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7160 members 
Mstep: Class 34 contains 29406 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899656.000000 Penalty: 124296.320312
Iteration 161Q: 38 clusters Score -1.008997e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 16002 members 
Mstep: Class 3 contains 1726 members 
Mstep: Class 4 contains 26082 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6365 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61382 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21034 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7404 members 
Mstep: Class 16 contains 161142 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37460 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86287 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 167223 members 
Mstep: Class 23 contains 3804 members 
Mstep: Class 24 contains 6296 members 
Mstep: Class 25 contains 13641 members 
Mstep: Class 26 contains 8119 members 
Mstep: Class 27 contains 11441 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14874 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6694 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29406 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899704.000000 Penalty: 124296.320312
Iteration 162Q: 38 clusters Score -1.008997e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 16002 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 26083 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6366 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61382 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21034 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7404 members 
Mstep: Class 16 contains 161142 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37460 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86287 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 167222 members 
Mstep: Class 23 contains 3801 members 
Mstep: Class 24 contains 6297 members 
Mstep: Class 25 contains 13641 members 
Mstep: Class 26 contains 8120 members 
Mstep: Class 27 contains 11441 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14873 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6695 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29407 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899704.000000 Penalty: 124296.320312
Iteration 163Q: 38 clusters Score -1.008997e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 16002 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26084 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61382 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21034 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 7404 members 
Mstep: Class 16 contains 161142 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37460 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86286 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 167221 members 
Mstep: Class 23 contains 3799 members 
Mstep: Class 24 contains 6298 members 
Mstep: Class 25 contains 13641 members 
Mstep: Class 26 contains 8120 members 
Mstep: Class 27 contains 11441 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14872 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6698 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29405 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899696.000000 Penalty: 124296.320312
Iteration 164Q: 38 clusters Score -1.008997e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26085 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61381 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21035 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 15 contains 7404 members 
Mstep: Class 16 contains 161143 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37461 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86286 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 167220 members 
Mstep: Class 23 contains 3799 members 
Mstep: Class 24 contains 6300 members 
Mstep: Class 25 contains 13641 members 
Mstep: Class 26 contains 8120 members 
Mstep: Class 27 contains 11441 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14872 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6698 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29405 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899704.000000 Penalty: 124296.320312
Iteration 165Q: 38 clusters Score -1.008997e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26086 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61380 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21035 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 15 contains 7404 members 
Mstep: Class 16 contains 161142 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37461 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86288 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 167221 members 
Mstep: Class 23 contains 3799 members 
Mstep: Class 24 contains 6301 members 
Mstep: Class 25 contains 13641 members 
Mstep: Class 26 contains 8120 members 
Mstep: Class 27 contains 11441 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14872 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6698 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29405 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899672.000000 Penalty: 124296.320312
Iteration 166Q: 38 clusters Score -1.008997e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26087 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61379 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21035 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 7404 members 
Mstep: Class 16 contains 161142 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37461 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86288 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 167219 members 
Mstep: Class 23 contains 3799 members 
Mstep: Class 24 contains 6301 members 
Mstep: Class 25 contains 13641 members 
Mstep: Class 26 contains 8120 members 
Mstep: Class 27 contains 11441 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14872 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6698 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29405 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899672.000000 Penalty: 124296.320312
Iteration 167Q: 38 clusters Score -1.008997e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26088 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61379 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21035 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 7404 members 
Mstep: Class 16 contains 161142 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37461 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86288 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 167218 members 
Mstep: Class 23 contains 3799 members 
Mstep: Class 24 contains 6301 members 
Mstep: Class 25 contains 13640 members 
Mstep: Class 26 contains 8120 members 
Mstep: Class 27 contains 11441 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14872 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6698 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29405 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899696.000000 Penalty: 124296.320312
Iteration 168Q: 38 clusters Score -1.008997e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26089 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61378 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21035 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 5184 members 
Mstep: Class 15 contains 7404 members 
Mstep: Class 16 contains 161142 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37461 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86288 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 167218 members 
Mstep: Class 23 contains 3799 members 
Mstep: Class 24 contains 6301 members 
Mstep: Class 25 contains 13640 members 
Mstep: Class 26 contains 8120 members 
Mstep: Class 27 contains 11441 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14872 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6698 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29405 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899704.000000 Penalty: 124296.320312
Iteration 169Q: 38 clusters Score -1.008997e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26089 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61378 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21035 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 5184 members 
Mstep: Class 15 contains 7404 members 
Mstep: Class 16 contains 161142 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37461 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86288 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 167218 members 
Mstep: Class 23 contains 3799 members 
Mstep: Class 24 contains 6301 members 
Mstep: Class 25 contains 13640 members 
Mstep: Class 26 contains 8120 members 
Mstep: Class 27 contains 11441 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14872 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 6698 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29405 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899704.000000 Penalty: 124296.320312
Iteration 170F: 38 clusters Score -1.008997e+08 nChanged 0
Entering ConstructFrom: 
Score: -100899704.000000 Penalty: 124296.320312
Entering ConstructFrom: 
Trying to split cluster 1 (12796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Entering Unmasked Estep 
Score: -1621798.375000 Penalty: 2345.308350
	Iteration 0F: 2 clusters Score -1621798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1612295.875000 Penalty: 4690.616699
	Iteration 0F: 3 clusters Score -1612296 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1615348.125000 Penalty: 4690.616699
	Iteration 1F: 3 clusters Score -1615348 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1615880.625000 Penalty: 4690.616699
	Iteration 2F: 3 clusters Score -1615881 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1616314.500000 Penalty: 4690.616699
	Iteration 3F: 3 clusters Score -1616314 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1616688.250000 Penalty: 4690.616699
	Iteration 4F: 3 clusters Score -1616688 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1617028.500000 Penalty: 4690.616699
	Iteration 5Q: 3 clusters Score -1617028 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1617331.375000 Penalty: 4690.616699
	Iteration 6Q: 3 clusters Score -1617331 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1617610.250000 Penalty: 4690.616699
	Iteration 7Q: 3 clusters Score -1617610 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1617878.500000 Penalty: 4690.616699
	Iteration 8Q: 3 clusters Score -1617878 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1618104.000000 Penalty: 4690.616699
	Iteration 9Q: 3 clusters Score -1618104 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1618298.875000 Penalty: 4690.616699
	Iteration 10Q: 3 clusters Score -1618299 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1618432.125000 Penalty: 4690.616699
	Iteration 11Q: 3 clusters Score -1618432 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1618542.625000 Penalty: 4690.616699
	Iteration 12Q: 3 clusters Score -1618543 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1618617.375000 Penalty: 4690.616699
	Iteration 13Q: 3 clusters Score -1618617 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1618678.500000 Penalty: 4690.616699
	Iteration 14Q: 3 clusters Score -1618678 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1618743.000000 Penalty: 4690.616699
	Iteration 15Q: 3 clusters Score -1618743 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1618801.500000 Penalty: 4690.616699
	Iteration 16Q: 3 clusters Score -1618802 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1618860.125000 Penalty: 4690.616699
	Iteration 17Q: 3 clusters Score -1618860 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1618902.875000 Penalty: 4690.616699
	Iteration 18Q: 3 clusters Score -1618903 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1618941.625000 Penalty: 4690.616699
	Iteration 19Q: 3 clusters Score -1618942 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1618970.375000 Penalty: 4690.616699
	Iteration 20F: 3 clusters Score -1618970 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1619008.875000 Penalty: 4690.616699
	Iteration 21Q: 3 clusters Score -1619009 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1619038.500000 Penalty: 4690.616699
	Iteration 22Q: 3 clusters Score -1619038 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1619072.875000 Penalty: 4690.616699
	Iteration 23Q: 3 clusters Score -1619073 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1619105.625000 Penalty: 4690.616699
	Iteration 24Q: 3 clusters Score -1619106 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1619137.875000 Penalty: 4690.616699
	Iteration 25Q: 3 clusters Score -1619138 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1619160.750000 Penalty: 4690.616699
	Iteration 26Q: 3 clusters Score -1619161 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1619182.500000 Penalty: 4690.616699
	Iteration 27Q: 3 clusters Score -1619182 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1619210.375000 Penalty: 4690.616699
	Iteration 28Q: 3 clusters Score -1619210 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1619236.625000 Penalty: 4690.616699
	Iteration 29Q: 3 clusters Score -1619237 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1619268.000000 Penalty: 4690.616699
	Iteration 30Q: 3 clusters Score -1619268 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1619290.375000 Penalty: 4690.616699
	Iteration 31Q: 3 clusters Score -1619290 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1619308.750000 Penalty: 4690.616699
	Iteration 32Q: 3 clusters Score -1619309 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1619337.375000 Penalty: 4690.616699
	Iteration 33Q: 3 clusters Score -1619337 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1619362.625000 Penalty: 4690.616699
	Iteration 34Q: 3 clusters Score -1619363 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1619390.875000 Penalty: 4690.616699
	Iteration 35Q: 3 clusters Score -1619391 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1619430.250000 Penalty: 4690.616699
	Iteration 36Q: 3 clusters Score -1619430 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1619450.625000 Penalty: 4690.616699
	Iteration 37Q: 3 clusters Score -1619451 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1619474.125000 Penalty: 4690.616699
	Iteration 38Q: 3 clusters Score -1619474 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1619497.000000 Penalty: 4690.616699
	Iteration 39Q: 3 clusters Score -1619497 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1619521.875000 Penalty: 4690.616699
	Iteration 40F: 3 clusters Score -1619522 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1619543.750000 Penalty: 4690.616699
	Iteration 41Q: 3 clusters Score -1619544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1619560.375000 Penalty: 4690.616699
	Iteration 42Q: 3 clusters Score -1619560 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1619576.500000 Penalty: 4690.616699
	Iteration 43Q: 3 clusters Score -1619576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1619599.500000 Penalty: 4690.616699
	Iteration 44Q: 3 clusters Score -1619600 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1619607.125000 Penalty: 4690.616699
	Iteration 45Q: 3 clusters Score -1619607 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1619629.250000 Penalty: 4690.616699
	Iteration 46Q: 3 clusters Score -1619629 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1619643.750000 Penalty: 4690.616699
	Iteration 47Q: 3 clusters Score -1619644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1619662.000000 Penalty: 4690.616699
	Iteration 48Q: 3 clusters Score -1619662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1619678.625000 Penalty: 4690.616699
	Iteration 49Q: 3 clusters Score -1619679 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1619695.125000 Penalty: 4690.616699
	Iteration 50Q: 3 clusters Score -1619695 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1619710.750000 Penalty: 4690.616699
	Iteration 51Q: 3 clusters Score -1619711 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1619728.750000 Penalty: 4690.616699
	Iteration 52Q: 3 clusters Score -1619729 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1619746.000000 Penalty: 4690.616699
	Iteration 53Q: 3 clusters Score -1619746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1619759.000000 Penalty: 4690.616699
	Iteration 54Q: 3 clusters Score -1619759 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1619770.625000 Penalty: 4690.616699
	Iteration 55Q: 3 clusters Score -1619771 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1619781.375000 Penalty: 4690.616699
	Iteration 56Q: 3 clusters Score -1619781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1619786.375000 Penalty: 4690.616699
	Iteration 57Q: 3 clusters Score -1619786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1619796.500000 Penalty: 4690.616699
	Iteration 58Q: 3 clusters Score -1619796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1619802.125000 Penalty: 4690.616699
	Iteration 59Q: 3 clusters Score -1619802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1619809.875000 Penalty: 4690.616699
	Iteration 60F: 3 clusters Score -1619810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1619818.875000 Penalty: 4690.616699
	Iteration 61Q: 3 clusters Score -1619819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1619826.875000 Penalty: 4690.616699
	Iteration 62Q: 3 clusters Score -1619827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1619839.875000 Penalty: 4690.616699
	Iteration 63Q: 3 clusters Score -1619840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1619852.875000 Penalty: 4690.616699
	Iteration 64Q: 3 clusters Score -1619853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1619857.250000 Penalty: 4690.616699
	Iteration 65Q: 3 clusters Score -1619857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1619865.625000 Penalty: 4690.616699
	Iteration 66Q: 3 clusters Score -1619866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1619879.250000 Penalty: 4690.616699
	Iteration 67Q: 3 clusters Score -1619879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1619880.250000 Penalty: 4690.616699
	Iteration 68Q: 3 clusters Score -1619880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1619881.125000 Penalty: 4690.616699
	Iteration 69Q: 3 clusters Score -1619881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1619886.750000 Penalty: 4690.616699
	Iteration 70Q: 3 clusters Score -1619887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1619891.000000 Penalty: 4690.616699
	Iteration 71Q: 3 clusters Score -1619891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1619893.750000 Penalty: 4690.616699
	Iteration 72Q: 3 clusters Score -1619894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1619894.625000 Penalty: 4690.616699
	Iteration 73Q: 3 clusters Score -1619895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1619893.750000 Penalty: 4690.616699
	Iteration 74Q: 3 clusters Score -1619894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1619896.250000 Penalty: 4690.616699
	Iteration 75Q: 3 clusters Score -1619896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1619896.000000 Penalty: 4690.616699
	Iteration 76Q: 3 clusters Score -1619896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1619898.125000 Penalty: 4690.616699
	Iteration 77Q: 3 clusters Score -1619898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1619900.000000 Penalty: 4690.616699
	Iteration 78Q: 3 clusters Score -1619900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1619903.125000 Penalty: 4690.616699
	Iteration 79Q: 3 clusters Score -1619903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1619905.750000 Penalty: 4690.616699
	Iteration 80F: 3 clusters Score -1619906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1619906.250000 Penalty: 4690.616699
	Iteration 81Q: 3 clusters Score -1619906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1619906.500000 Penalty: 4690.616699
	Iteration 82Q: 3 clusters Score -1619906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1619907.500000 Penalty: 4690.616699
	Iteration 83Q: 3 clusters Score -1619908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1619906.875000 Penalty: 4690.616699
	Iteration 84Q: 3 clusters Score -1619907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1619907.125000 Penalty: 4690.616699
	Iteration 85Q: 3 clusters Score -1619907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1619908.750000 Penalty: 4690.616699
	Iteration 86Q: 3 clusters Score -1619909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1619909.000000 Penalty: 4690.616699
	Iteration 87Q: 3 clusters Score -1619909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1619908.625000 Penalty: 4690.616699
	Iteration 88Q: 3 clusters Score -1619909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1619908.750000 Penalty: 4690.616699
	Iteration 89Q: 3 clusters Score -1619909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1619910.375000 Penalty: 4690.616699
	Iteration 90Q: 3 clusters Score -1619910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1619911.000000 Penalty: 4690.616699
	Iteration 91Q: 3 clusters Score -1619911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1619911.000000 Penalty: 4690.616699
	Iteration 92F: 3 clusters Score -1619911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Entering Unmasked Estep 
Score: -2181890.750000 Penalty: 2400.740723
	Iteration 0F: 2 clusters Score -2181891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2170404.750000 Penalty: 4801.481445
	Iteration 0F: 3 clusters Score -2170405 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2174099.250000 Penalty: 4801.481445
	Iteration 1F: 3 clusters Score -2174099 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2174495.000000 Penalty: 4801.481445
	Iteration 2F: 3 clusters Score -2174495 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2174777.750000 Penalty: 4801.481445
	Iteration 3Q: 3 clusters Score -2174778 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2174962.750000 Penalty: 4801.481445
	Iteration 4Q: 3 clusters Score -2174963 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2175107.000000 Penalty: 4801.481445
	Iteration 5Q: 3 clusters Score -2175107 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2175227.500000 Penalty: 4801.481445
	Iteration 6Q: 3 clusters Score -2175228 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2175346.500000 Penalty: 4801.481445
	Iteration 7Q: 3 clusters Score -2175346 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2175472.500000 Penalty: 4801.481445
	Iteration 8Q: 3 clusters Score -2175472 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2175616.500000 Penalty: 4801.481445
	Iteration 9Q: 3 clusters Score -2175616 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2175819.750000 Penalty: 4801.481445
	Iteration 10Q: 3 clusters Score -2175820 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2176050.500000 Penalty: 4801.481445
	Iteration 11Q: 3 clusters Score -2176050 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2176315.750000 Penalty: 4801.481445
	Iteration 12Q: 3 clusters Score -2176316 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2176577.500000 Penalty: 4801.481445
	Iteration 13Q: 3 clusters Score -2176578 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2176890.000000 Penalty: 4801.481445
	Iteration 14Q: 3 clusters Score -2176890 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2177219.750000 Penalty: 4801.481445
	Iteration 15Q: 3 clusters Score -2177220 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2177499.500000 Penalty: 4801.481445
	Iteration 16Q: 3 clusters Score -2177500 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2177728.500000 Penalty: 4801.481445
	Iteration 17Q: 3 clusters Score -2177728 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2177900.500000 Penalty: 4801.481445
	Iteration 18Q: 3 clusters Score -2177900 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2178028.750000 Penalty: 4801.481445
	Iteration 19Q: 3 clusters Score -2178029 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2178129.500000 Penalty: 4801.481445
	Iteration 20F: 3 clusters Score -2178130 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2178190.500000 Penalty: 4801.481445
	Iteration 21Q: 3 clusters Score -2178190 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2178244.500000 Penalty: 4801.481445
	Iteration 22Q: 3 clusters Score -2178244 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2178286.250000 Penalty: 4801.481445
	Iteration 23Q: 3 clusters Score -2178286 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2178308.250000 Penalty: 4801.481445
	Iteration 24Q: 3 clusters Score -2178308 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2178340.500000 Penalty: 4801.481445
	Iteration 25Q: 3 clusters Score -2178340 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2178369.750000 Penalty: 4801.481445
	Iteration 26Q: 3 clusters Score -2178370 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2178396.500000 Penalty: 4801.481445
	Iteration 27Q: 3 clusters Score -2178396 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2178415.250000 Penalty: 4801.481445
	Iteration 28Q: 3 clusters Score -2178415 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2178426.500000 Penalty: 4801.481445
	Iteration 29Q: 3 clusters Score -2178426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2178437.500000 Penalty: 4801.481445
	Iteration 30Q: 3 clusters Score -2178438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2178443.750000 Penalty: 4801.481445
	Iteration 31Q: 3 clusters Score -2178444 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2178457.500000 Penalty: 4801.481445
	Iteration 32Q: 3 clusters Score -2178458 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2178469.000000 Penalty: 4801.481445
	Iteration 33Q: 3 clusters Score -2178469 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2178473.500000 Penalty: 4801.481445
	Iteration 34Q: 3 clusters Score -2178474 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2178495.750000 Penalty: 4801.481445
	Iteration 35Q: 3 clusters Score -2178496 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2178493.250000 Penalty: 4801.481445
	Iteration 36Q: 3 clusters Score -2178493 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2178509.250000 Penalty: 4801.481445
	Iteration 37Q: 3 clusters Score -2178509 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2178518.750000 Penalty: 4801.481445
	Iteration 38Q: 3 clusters Score -2178519 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2178529.250000 Penalty: 4801.481445
	Iteration 39Q: 3 clusters Score -2178529 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2178541.250000 Penalty: 4801.481445
	Iteration 40F: 3 clusters Score -2178541 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2178553.500000 Penalty: 4801.481445
	Iteration 41Q: 3 clusters Score -2178554 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2178570.750000 Penalty: 4801.481445
	Iteration 42Q: 3 clusters Score -2178571 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2178575.500000 Penalty: 4801.481445
	Iteration 43Q: 3 clusters Score -2178576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2178592.500000 Penalty: 4801.481445
	Iteration 44Q: 3 clusters Score -2178592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2178601.500000 Penalty: 4801.481445
	Iteration 45Q: 3 clusters Score -2178602 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2178614.750000 Penalty: 4801.481445
	Iteration 46Q: 3 clusters Score -2178615 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2178634.250000 Penalty: 4801.481445
	Iteration 47Q: 3 clusters Score -2178634 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2178651.250000 Penalty: 4801.481445
	Iteration 48Q: 3 clusters Score -2178651 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2178668.250000 Penalty: 4801.481445
	Iteration 49Q: 3 clusters Score -2178668 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2178683.000000 Penalty: 4801.481445
	Iteration 50Q: 3 clusters Score -2178683 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2178694.000000 Penalty: 4801.481445
	Iteration 51Q: 3 clusters Score -2178694 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2178712.000000 Penalty: 4801.481445
	Iteration 52Q: 3 clusters Score -2178712 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2178736.750000 Penalty: 4801.481445
	Iteration 53Q: 3 clusters Score -2178737 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2178753.750000 Penalty: 4801.481445
	Iteration 54Q: 3 clusters Score -2178754 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2178770.250000 Penalty: 4801.481445
	Iteration 55Q: 3 clusters Score -2178770 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2178785.500000 Penalty: 4801.481445
	Iteration 56Q: 3 clusters Score -2178786 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2178806.250000 Penalty: 4801.481445
	Iteration 57Q: 3 clusters Score -2178806 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2178828.000000 Penalty: 4801.481445
	Iteration 58Q: 3 clusters Score -2178828 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2178853.750000 Penalty: 4801.481445
	Iteration 59Q: 3 clusters Score -2178854 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2178902.000000 Penalty: 4801.481445
	Iteration 60F: 3 clusters Score -2178902 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2178950.500000 Penalty: 4801.481445
	Iteration 61Q: 3 clusters Score -2178950 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2179012.000000 Penalty: 4801.481445
	Iteration 62Q: 3 clusters Score -2179012 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2179091.000000 Penalty: 4801.481445
	Iteration 63Q: 3 clusters Score -2179091 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2179188.750000 Penalty: 4801.481445
	Iteration 64Q: 3 clusters Score -2179189 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2179330.000000 Penalty: 4801.481445
	Iteration 65Q: 3 clusters Score -2179330 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2179488.500000 Penalty: 4801.481445
	Iteration 66Q: 3 clusters Score -2179488 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2179674.250000 Penalty: 4801.481445
	Iteration 67Q: 3 clusters Score -2179674 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2179905.000000 Penalty: 4801.481445
	Iteration 68Q: 3 clusters Score -2179905 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2180138.750000 Penalty: 4801.481445
	Iteration 69Q: 3 clusters Score -2180139 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2180353.750000 Penalty: 4801.481445
	Iteration 70Q: 3 clusters Score -2180354 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2180553.250000 Penalty: 4801.481445
	Iteration 71Q: 3 clusters Score -2180553 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2180672.250000 Penalty: 4801.481445
	Iteration 72Q: 3 clusters Score -2180672 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2180746.250000 Penalty: 4801.481445
	Iteration 73Q: 3 clusters Score -2180746 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2180806.000000 Penalty: 4801.481445
	Iteration 74Q: 3 clusters Score -2180806 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2180844.000000 Penalty: 4801.481445
	Iteration 75Q: 3 clusters Score -2180844 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2180874.750000 Penalty: 4801.481445
	Iteration 76Q: 3 clusters Score -2180875 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2180901.500000 Penalty: 4801.481445
	Iteration 77Q: 3 clusters Score -2180902 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2180915.750000 Penalty: 4801.481445
	Iteration 78Q: 3 clusters Score -2180916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2180914.500000 Penalty: 4801.481445
	Iteration 79Q: 3 clusters Score -2180914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2180937.750000 Penalty: 4801.481445
	Iteration 80F: 3 clusters Score -2180938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2180940.000000 Penalty: 4801.481445
	Iteration 81Q: 3 clusters Score -2180940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2180936.000000 Penalty: 4801.481445
	Iteration 82Q: 3 clusters Score -2180936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2180945.750000 Penalty: 4801.481445
	Iteration 83Q: 3 clusters Score -2180946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2180944.500000 Penalty: 4801.481445
	Iteration 84Q: 3 clusters Score -2180944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2180947.000000 Penalty: 4801.481445
	Iteration 85Q: 3 clusters Score -2180947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2180945.250000 Penalty: 4801.481445
	Iteration 86Q: 3 clusters Score -2180945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2180949.250000 Penalty: 4801.481445
	Iteration 87Q: 3 clusters Score -2180949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2180948.750000 Penalty: 4801.481445
	Iteration 88Q: 3 clusters Score -2180949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2180949.000000 Penalty: 4801.481445
	Iteration 89Q: 3 clusters Score -2180949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2180951.000000 Penalty: 4801.481445
	Iteration 90Q: 3 clusters Score -2180951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2180951.000000 Penalty: 4801.481445
	Iteration 91F: 3 clusters Score -2180951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -190960.937500 Penalty: 1848.770508
	Iteration 0F: 2 clusters Score -190960.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -188558.359375 Penalty: 3697.541016
	Iteration 0F: 3 clusters Score -188558.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -189073.281250 Penalty: 3697.541016
	Iteration 1F: 3 clusters Score -189073.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -189338.656250 Penalty: 3697.541016
	Iteration 2F: 3 clusters Score -189338.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -189578.390625 Penalty: 3697.541016
	Iteration 3F: 3 clusters Score -189578.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -189821.218750 Penalty: 3697.541016
	Iteration 4F: 3 clusters Score -189821.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -189954.531250 Penalty: 3697.541016
	Iteration 5F: 3 clusters Score -189954.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -190034.921875 Penalty: 3697.541016
	Iteration 6Q: 3 clusters Score -190034.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -190105.875000 Penalty: 3697.541016
	Iteration 7Q: 3 clusters Score -190105.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -190170.468750 Penalty: 3697.541016
	Iteration 8Q: 3 clusters Score -190170.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -190235.812500 Penalty: 3697.541016
	Iteration 9Q: 3 clusters Score -190235.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -190288.000000 Penalty: 3697.541016
	Iteration 10Q: 3 clusters Score -190288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -190324.953125 Penalty: 3697.541016
	Iteration 11Q: 3 clusters Score -190325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -190348.375000 Penalty: 3697.541016
	Iteration 12Q: 3 clusters Score -190348.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -190368.859375 Penalty: 3697.541016
	Iteration 13Q: 3 clusters Score -190368.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -190380.796875 Penalty: 3697.541016
	Iteration 14Q: 3 clusters Score -190380.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -190384.640625 Penalty: 3697.541016
	Iteration 15Q: 3 clusters Score -190384.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -190392.750000 Penalty: 3697.541016
	Iteration 16Q: 3 clusters Score -190392.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -190397.562500 Penalty: 3697.541016
	Iteration 17Q: 3 clusters Score -190397.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -190401.390625 Penalty: 3697.541016
	Iteration 18Q: 3 clusters Score -190401.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -190402.046875 Penalty: 3697.541016
	Iteration 19Q: 3 clusters Score -190402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -190403.578125 Penalty: 3697.541016
	Iteration 20F: 3 clusters Score -190403.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -190406.046875 Penalty: 3697.541016
	Iteration 21Q: 3 clusters Score -190406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -190409.671875 Penalty: 3697.541016
	Iteration 22Q: 3 clusters Score -190409.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -190410.640625 Penalty: 3697.541016
	Iteration 23Q: 3 clusters Score -190410.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -190412.265625 Penalty: 3697.541016
	Iteration 24Q: 3 clusters Score -190412.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -190416.406250 Penalty: 3697.541016
	Iteration 25Q: 3 clusters Score -190416.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -190418.203125 Penalty: 3697.541016
	Iteration 26Q: 3 clusters Score -190418.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -190418.203125 Penalty: 3697.541016
	Iteration 27F: 3 clusters Score -190418.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Entering Unmasked Estep 
Score: -3518921.750000 Penalty: 2521.978516
	Iteration 0F: 2 clusters Score -3518922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -3500787.750000 Penalty: 5043.957031
	Iteration 0F: 3 clusters Score -3500788 nChanged 11783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3507194.500000 Penalty: 5043.957031
	Iteration 1F: 3 clusters Score -3507194 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -3507636.500000 Penalty: 5043.957031
	Iteration 2Q: 3 clusters Score -3507636 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3508001.000000 Penalty: 5043.957031
	Iteration 3Q: 3 clusters Score -3508001 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3508378.750000 Penalty: 5043.957031
	Iteration 4Q: 3 clusters Score -3508379 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -3508881.250000 Penalty: 5043.957031
	Iteration 5Q: 3 clusters Score -3508881 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3509565.750000 Penalty: 5043.957031
	Iteration 6F: 3 clusters Score -3509566 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -3510485.500000 Penalty: 5043.957031
	Iteration 7F: 3 clusters Score -3510486 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -3511603.000000 Penalty: 5043.957031
	Iteration 8F: 3 clusters Score -3511603 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -3512863.500000 Penalty: 5043.957031
	Iteration 9F: 3 clusters Score -3512864 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -3514045.500000 Penalty: 5043.957031
	Iteration 10F: 3 clusters Score -3514046 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -3514938.250000 Penalty: 5043.957031
	Iteration 11Q: 3 clusters Score -3514938 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -3515783.000000 Penalty: 5043.957031
	Iteration 12Q: 3 clusters Score -3515783 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3516646.250000 Penalty: 5043.957031
	Iteration 13Q: 3 clusters Score -3516646 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -3517123.500000 Penalty: 5043.957031
	Iteration 14Q: 3 clusters Score -3517124 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -3517228.000000 Penalty: 5043.957031
	Iteration 15Q: 3 clusters Score -3517228 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3517282.000000 Penalty: 5043.957031
	Iteration 16Q: 3 clusters Score -3517282 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -3517309.750000 Penalty: 5043.957031
	Iteration 17Q: 3 clusters Score -3517310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -3517324.250000 Penalty: 5043.957031
	Iteration 18Q: 3 clusters Score -3517324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -3517342.250000 Penalty: 5043.957031
	Iteration 19Q: 3 clusters Score -3517342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -3517344.250000 Penalty: 5043.957031
	Iteration 20F: 3 clusters Score -3517344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -3517357.750000 Penalty: 5043.957031
	Iteration 21Q: 3 clusters Score -3517358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -3517365.500000 Penalty: 5043.957031
	Iteration 22Q: 3 clusters Score -3517366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -3517364.250000 Penalty: 5043.957031
	Iteration 23Q: 3 clusters Score -3517364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3517366.250000 Penalty: 5043.957031
	Iteration 24Q: 3 clusters Score -3517366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -3517365.500000 Penalty: 5043.957031
	Iteration 25Q: 3 clusters Score -3517366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -3517365.500000 Penalty: 5043.957031
	Iteration 26F: 3 clusters Score -3517366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -311036.312500 Penalty: 1926.596191
	Iteration 0F: 2 clusters Score -311036.3 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 1164 members 
Entering Unmasked Estep 
Score: -308155.687500 Penalty: 3853.192383
	Iteration 0F: 3 clusters Score -308155.7 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -308680.281250 Penalty: 3853.192383
	Iteration 1F: 3 clusters Score -308680.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -308819.781250 Penalty: 3853.192383
	Iteration 2F: 3 clusters Score -308819.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -308882.843750 Penalty: 3853.192383
	Iteration 3Q: 3 clusters Score -308882.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -308927.468750 Penalty: 3853.192383
	Iteration 4Q: 3 clusters Score -308927.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -308965.187500 Penalty: 3853.192383
	Iteration 5Q: 3 clusters Score -308965.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -308991.343750 Penalty: 3853.192383
	Iteration 6Q: 3 clusters Score -308991.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -309011.906250 Penalty: 3853.192383
	Iteration 7Q: 3 clusters Score -309011.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -309033.843750 Penalty: 3853.192383
	Iteration 8Q: 3 clusters Score -309033.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -309044.437500 Penalty: 3853.192383
	Iteration 9Q: 3 clusters Score -309044.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -309055.062500 Penalty: 3853.192383
	Iteration 10Q: 3 clusters Score -309055.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -309066.031250 Penalty: 3853.192383
	Iteration 11Q: 3 clusters Score -309066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -309072.812500 Penalty: 3853.192383
	Iteration 12Q: 3 clusters Score -309072.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -309076.875000 Penalty: 3853.192383
	Iteration 13Q: 3 clusters Score -309076.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -309081.250000 Penalty: 3853.192383
	Iteration 14Q: 3 clusters Score -309081.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -309085.781250 Penalty: 3853.192383
	Iteration 15Q: 3 clusters Score -309085.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -309087.781250 Penalty: 3853.192383
	Iteration 16Q: 3 clusters Score -309087.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -309090.250000 Penalty: 3853.192383
	Iteration 17Q: 3 clusters Score -309090.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -309092.500000 Penalty: 3853.192383
	Iteration 18Q: 3 clusters Score -309092.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -309094.562500 Penalty: 3853.192383
	Iteration 19Q: 3 clusters Score -309094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -309096.406250 Penalty: 3853.192383
	Iteration 20F: 3 clusters Score -309096.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -309097.125000 Penalty: 3853.192383
	Iteration 21Q: 3 clusters Score -309097.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -309098.218750 Penalty: 3853.192383
	Iteration 22Q: 3 clusters Score -309098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -309098.343750 Penalty: 3853.192383
	Iteration 23Q: 3 clusters Score -309098.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -309098.343750 Penalty: 3853.192383
	Iteration 24F: 3 clusters Score -309098.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Entering Unmasked Estep 
Score: -589813.437500 Penalty: 2090.125488
	Iteration 0F: 2 clusters Score -589813.4 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 2336 members 
Entering Unmasked Estep 
Score: -585578.312500 Penalty: 4180.250977
	Iteration 0F: 3 clusters Score -585578.3 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -586607.625000 Penalty: 4180.250977
	Iteration 1F: 3 clusters Score -586607.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -586871.625000 Penalty: 4180.250977
	Iteration 2F: 3 clusters Score -586871.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -587068.000000 Penalty: 4180.250977
	Iteration 3F: 3 clusters Score -587068 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -587217.937500 Penalty: 4180.250977
	Iteration 4Q: 3 clusters Score -587217.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -587333.687500 Penalty: 4180.250977
	Iteration 5Q: 3 clusters Score -587333.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -587434.187500 Penalty: 4180.250977
	Iteration 6Q: 3 clusters Score -587434.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -587554.625000 Penalty: 4180.250977
	Iteration 7Q: 3 clusters Score -587554.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -587664.437500 Penalty: 4180.250977
	Iteration 8Q: 3 clusters Score -587664.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -587771.437500 Penalty: 4180.250977
	Iteration 9Q: 3 clusters Score -587771.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -587871.812500 Penalty: 4180.250977
	Iteration 10Q: 3 clusters Score -587871.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -587997.937500 Penalty: 4180.250977
	Iteration 11Q: 3 clusters Score -587997.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -588137.062500 Penalty: 4180.250977
	Iteration 12Q: 3 clusters Score -588137.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -588273.437500 Penalty: 4180.250977
	Iteration 13Q: 3 clusters Score -588273.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -588405.750000 Penalty: 4180.250977
	Iteration 14Q: 3 clusters Score -588405.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -588545.937500 Penalty: 4180.250977
	Iteration 15Q: 3 clusters Score -588545.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -588696.437500 Penalty: 4180.250977
	Iteration 16Q: 3 clusters Score -588696.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -588856.812500 Penalty: 4180.250977
	Iteration 17Q: 3 clusters Score -588856.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -588997.375000 Penalty: 4180.250977
	Iteration 18Q: 3 clusters Score -588997.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -589077.937500 Penalty: 4180.250977
	Iteration 19Q: 3 clusters Score -589077.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -589121.625000 Penalty: 4180.250977
	Iteration 20F: 3 clusters Score -589121.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -589136.625000 Penalty: 4180.250977
	Iteration 21Q: 3 clusters Score -589136.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -589143.062500 Penalty: 4180.250977
	Iteration 22Q: 3 clusters Score -589143.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -589147.187500 Penalty: 4180.250977
	Iteration 23Q: 3 clusters Score -589147.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -589151.437500 Penalty: 4180.250977
	Iteration 24Q: 3 clusters Score -589151.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -589153.125000 Penalty: 4180.250977
	Iteration 25Q: 3 clusters Score -589153.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -589154.000000 Penalty: 4180.250977
	Iteration 26Q: 3 clusters Score -589154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -589155.375000 Penalty: 4180.250977
	Iteration 27Q: 3 clusters Score -589155.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -589155.500000 Penalty: 4180.250977
	Iteration 28Q: 3 clusters Score -589155.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -589155.500000 Penalty: 4180.250977
	Iteration 29F: 3 clusters Score -589155.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Entering Unmasked Estep 
Score: -826664.437500 Penalty: 2172.242188
	Iteration 0F: 2 clusters Score -826664.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -821277.187500 Penalty: 4344.484375
	Iteration 0F: 3 clusters Score -821277.2 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -822595.375000 Penalty: 4344.484375
	Iteration 1F: 3 clusters Score -822595.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -822827.687500 Penalty: 4344.484375
	Iteration 2F: 3 clusters Score -822827.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -822975.000000 Penalty: 4344.484375
	Iteration 3Q: 3 clusters Score -822975 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -823096.875000 Penalty: 4344.484375
	Iteration 4Q: 3 clusters Score -823096.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -823195.937500 Penalty: 4344.484375
	Iteration 5Q: 3 clusters Score -823195.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -823284.437500 Penalty: 4344.484375
	Iteration 6Q: 3 clusters Score -823284.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -823386.375000 Penalty: 4344.484375
	Iteration 7Q: 3 clusters Score -823386.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -823497.312500 Penalty: 4344.484375
	Iteration 8Q: 3 clusters Score -823497.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -823630.062500 Penalty: 4344.484375
	Iteration 9Q: 3 clusters Score -823630.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -823778.250000 Penalty: 4344.484375
	Iteration 10Q: 3 clusters Score -823778.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -823939.312500 Penalty: 4344.484375
	Iteration 11Q: 3 clusters Score -823939.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -824115.812500 Penalty: 4344.484375
	Iteration 12Q: 3 clusters Score -824115.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -824288.375000 Penalty: 4344.484375
	Iteration 13Q: 3 clusters Score -824288.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -824422.125000 Penalty: 4344.484375
	Iteration 14Q: 3 clusters Score -824422.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -824524.625000 Penalty: 4344.484375
	Iteration 15Q: 3 clusters Score -824524.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -824586.125000 Penalty: 4344.484375
	Iteration 16Q: 3 clusters Score -824586.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -824641.812500 Penalty: 4344.484375
	Iteration 17Q: 3 clusters Score -824641.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -824684.250000 Penalty: 4344.484375
	Iteration 18Q: 3 clusters Score -824684.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -824722.250000 Penalty: 4344.484375
	Iteration 19Q: 3 clusters Score -824722.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -824755.875000 Penalty: 4344.484375
	Iteration 20F: 3 clusters Score -824755.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -824777.000000 Penalty: 4344.484375
	Iteration 21Q: 3 clusters Score -824777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -824789.312500 Penalty: 4344.484375
	Iteration 22Q: 3 clusters Score -824789.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -824796.312500 Penalty: 4344.484375
	Iteration 23Q: 3 clusters Score -824796.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -824808.187500 Penalty: 4344.484375
	Iteration 24Q: 3 clusters Score -824808.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -824822.250000 Penalty: 4344.484375
	Iteration 25Q: 3 clusters Score -824822.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -824834.875000 Penalty: 4344.484375
	Iteration 26Q: 3 clusters Score -824834.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -824846.750000 Penalty: 4344.484375
	Iteration 27Q: 3 clusters Score -824846.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -824858.687500 Penalty: 4344.484375
	Iteration 28Q: 3 clusters Score -824858.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -824871.812500 Penalty: 4344.484375
	Iteration 29Q: 3 clusters Score -824871.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -824880.000000 Penalty: 4344.484375
	Iteration 30Q: 3 clusters Score -824880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -824883.937500 Penalty: 4344.484375
	Iteration 31Q: 3 clusters Score -824883.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -824888.937500 Penalty: 4344.484375
	Iteration 32Q: 3 clusters Score -824888.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -824889.687500 Penalty: 4344.484375
	Iteration 33Q: 3 clusters Score -824889.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -824889.687500 Penalty: 4344.484375
	Iteration 34F: 3 clusters Score -824889.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Entering Unmasked Estep 
Score: -270466.968750 Penalty: 1898.301880
	Iteration 0F: 2 clusters Score -270467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -267886.656250 Penalty: 3796.603760
	Iteration 0F: 3 clusters Score -267886.7 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -268554.906250 Penalty: 3796.603760
	Iteration 1F: 3 clusters Score -268554.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -268877.000000 Penalty: 3796.603760
	Iteration 2F: 3 clusters Score -268877 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -269153.437500 Penalty: 3796.603760
	Iteration 3F: 3 clusters Score -269153.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -269441.093750 Penalty: 3796.603760
	Iteration 4F: 3 clusters Score -269441.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -269726.406250 Penalty: 3796.603760
	Iteration 5F: 3 clusters Score -269726.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -269947.437500 Penalty: 3796.603760
	Iteration 6F: 3 clusters Score -269947.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -270054.625000 Penalty: 3796.603760
	Iteration 7Q: 3 clusters Score -270054.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -270102.718750 Penalty: 3796.603760
	Iteration 8Q: 3 clusters Score -270102.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -270137.968750 Penalty: 3796.603760
	Iteration 9Q: 3 clusters Score -270138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -270151.093750 Penalty: 3796.603760
	Iteration 10Q: 3 clusters Score -270151.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -270158.625000 Penalty: 3796.603760
	Iteration 11Q: 3 clusters Score -270158.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -270160.562500 Penalty: 3796.603760
	Iteration 12Q: 3 clusters Score -270160.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -270160.562500 Penalty: 3796.603760
	Iteration 13F: 3 clusters Score -270160.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (61378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Entering Unmasked Estep 
Score: -8293679.500000 Penalty: 2734.152100
	Iteration 0F: 2 clusters Score -8293680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -8252717.500000 Penalty: 5468.304199
	Iteration 0F: 3 clusters Score -8252718 nChanged 28318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -8268399.500000 Penalty: 5468.304199
	Iteration 1F: 3 clusters Score -8268400 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -8268916.500000 Penalty: 5468.304199
	Iteration 2Q: 3 clusters Score -8268916 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -8269419.500000 Penalty: 5468.304199
	Iteration 3Q: 3 clusters Score -8269420 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -8269946.000000 Penalty: 5468.304199
	Iteration 4Q: 3 clusters Score -8269946 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -8270657.000000 Penalty: 5468.304199
	Iteration 5Q: 3 clusters Score -8270657 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -8271654.000000 Penalty: 5468.304199
	Iteration 6Q: 3 clusters Score -8271654 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -8273148.500000 Penalty: 5468.304199
	Iteration 7Q: 3 clusters Score -8273148 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -8275273.500000 Penalty: 5468.304199
	Iteration 8F: 3 clusters Score -8275274 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -8277937.500000 Penalty: 5468.304199
	Iteration 9F: 3 clusters Score -8277938 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -8280956.000000 Penalty: 5468.304199
	Iteration 10F: 3 clusters Score -8280956 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -8283825.000000 Penalty: 5468.304199
	Iteration 11F: 3 clusters Score -8283825 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -8286337.500000 Penalty: 5468.304199
	Iteration 12F: 3 clusters Score -8286338 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -8288233.000000 Penalty: 5468.304199
	Iteration 13Q: 3 clusters Score -8288233 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57311 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -8289563.000000 Penalty: 5468.304199
	Iteration 14Q: 3 clusters Score -8289563 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -8290324.500000 Penalty: 5468.304199
	Iteration 15Q: 3 clusters Score -8290324 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -8290930.000000 Penalty: 5468.304199
	Iteration 16Q: 3 clusters Score -8290930 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59409 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -8291456.500000 Penalty: 5468.304199
	Iteration 17Q: 3 clusters Score -8291456 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8291844.000000 Penalty: 5468.304199
	Iteration 18Q: 3 clusters Score -8291844 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59546 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8292022.000000 Penalty: 5468.304199
	Iteration 19Q: 3 clusters Score -8292022 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59525 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8292135.500000 Penalty: 5468.304199
	Iteration 20F: 3 clusters Score -8292136 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59489 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -8292191.000000 Penalty: 5468.304199
	Iteration 21Q: 3 clusters Score -8292191 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8292250.500000 Penalty: 5468.304199
	Iteration 22Q: 3 clusters Score -8292250 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -8292254.500000 Penalty: 5468.304199
	Iteration 23Q: 3 clusters Score -8292254 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8292271.500000 Penalty: 5468.304199
	Iteration 24Q: 3 clusters Score -8292272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -8292298.500000 Penalty: 5468.304199
	Iteration 25Q: 3 clusters Score -8292298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8292304.500000 Penalty: 5468.304199
	Iteration 26Q: 3 clusters Score -8292304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -8292305.500000 Penalty: 5468.304199
	Iteration 27Q: 3 clusters Score -8292306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59343 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -8292308.500000 Penalty: 5468.304199
	Iteration 28Q: 3 clusters Score -8292308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8292316.500000 Penalty: 5468.304199
	Iteration 29Q: 3 clusters Score -8292316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8292338.000000 Penalty: 5468.304199
	Iteration 30Q: 3 clusters Score -8292338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59297 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -8292330.000000 Penalty: 5468.304199
	Iteration 31Q: 3 clusters Score -8292330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8292339.000000 Penalty: 5468.304199
	Iteration 32Q: 3 clusters Score -8292339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59272 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -8292336.000000 Penalty: 5468.304199
	Iteration 33Q: 3 clusters Score -8292336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -8292348.000000 Penalty: 5468.304199
	Iteration 34Q: 3 clusters Score -8292348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8292346.000000 Penalty: 5468.304199
	Iteration 35Q: 3 clusters Score -8292346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -8292358.500000 Penalty: 5468.304199
	Iteration 36Q: 3 clusters Score -8292358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8292350.500000 Penalty: 5468.304199
	Iteration 37Q: 3 clusters Score -8292350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8292347.000000 Penalty: 5468.304199
	Iteration 38Q: 3 clusters Score -8292347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -8292350.500000 Penalty: 5468.304199
	Iteration 39Q: 3 clusters Score -8292350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -8292350.500000 Penalty: 5468.304199
	Iteration 40F: 3 clusters Score -8292350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Entering Unmasked Estep 
Score: -227521.656250 Penalty: 1838.065918
	Iteration 0F: 2 clusters Score -227521.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -225097.734375 Penalty: 3676.131836
	Iteration 0F: 3 clusters Score -225097.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -225494.593750 Penalty: 3676.131836
	Iteration 1F: 3 clusters Score -225494.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -225590.281250 Penalty: 3676.131836
	Iteration 2F: 3 clusters Score -225590.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -225649.015625 Penalty: 3676.131836
	Iteration 3Q: 3 clusters Score -225649 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -225694.390625 Penalty: 3676.131836
	Iteration 4Q: 3 clusters Score -225694.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -225730.609375 Penalty: 3676.131836
	Iteration 5Q: 3 clusters Score -225730.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -225755.359375 Penalty: 3676.131836
	Iteration 6Q: 3 clusters Score -225755.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -225772.328125 Penalty: 3676.131836
	Iteration 7Q: 3 clusters Score -225772.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -225787.328125 Penalty: 3676.131836
	Iteration 8Q: 3 clusters Score -225787.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -225794.078125 Penalty: 3676.131836
	Iteration 9Q: 3 clusters Score -225794.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -225796.953125 Penalty: 3676.131836
	Iteration 10Q: 3 clusters Score -225797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -225801.609375 Penalty: 3676.131836
	Iteration 11Q: 3 clusters Score -225801.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -225803.296875 Penalty: 3676.131836
	Iteration 12Q: 3 clusters Score -225803.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -225803.406250 Penalty: 3676.131836
	Iteration 13Q: 3 clusters Score -225803.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -225804.015625 Penalty: 3676.131836
	Iteration 14Q: 3 clusters Score -225804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -225805.000000 Penalty: 3676.131836
	Iteration 15Q: 3 clusters Score -225805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -225805.000000 Penalty: 3676.131836
	Iteration 16F: 3 clusters Score -225805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Entering Unmasked Estep 
Score: -2857113.000000 Penalty: 2468.577881
	Iteration 0F: 2 clusters Score -2857113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2842448.750000 Penalty: 4937.155762
	Iteration 0F: 3 clusters Score -2842449 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2847273.000000 Penalty: 4937.155762
	Iteration 1F: 3 clusters Score -2847273 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2847712.000000 Penalty: 4937.155762
	Iteration 2F: 3 clusters Score -2847712 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2848153.250000 Penalty: 4937.155762
	Iteration 3F: 3 clusters Score -2848153 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2848648.500000 Penalty: 4937.155762
	Iteration 4Q: 3 clusters Score -2848648 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2849288.750000 Penalty: 4937.155762
	Iteration 5Q: 3 clusters Score -2849289 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2850213.000000 Penalty: 4937.155762
	Iteration 6F: 3 clusters Score -2850213 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2851243.500000 Penalty: 4937.155762
	Iteration 7F: 3 clusters Score -2851244 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2852156.250000 Penalty: 4937.155762
	Iteration 8F: 3 clusters Score -2852156 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2852809.500000 Penalty: 4937.155762
	Iteration 9F: 3 clusters Score -2852810 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2853326.000000 Penalty: 4937.155762
	Iteration 10Q: 3 clusters Score -2853326 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2853774.250000 Penalty: 4937.155762
	Iteration 11Q: 3 clusters Score -2853774 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2854231.250000 Penalty: 4937.155762
	Iteration 12Q: 3 clusters Score -2854231 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2854646.250000 Penalty: 4937.155762
	Iteration 13Q: 3 clusters Score -2854646 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2855122.250000 Penalty: 4937.155762
	Iteration 14Q: 3 clusters Score -2855122 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2855564.250000 Penalty: 4937.155762
	Iteration 15Q: 3 clusters Score -2855564 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2855970.750000 Penalty: 4937.155762
	Iteration 16Q: 3 clusters Score -2855971 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2856267.000000 Penalty: 4937.155762
	Iteration 17Q: 3 clusters Score -2856267 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2856524.000000 Penalty: 4937.155762
	Iteration 18Q: 3 clusters Score -2856524 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2856633.750000 Penalty: 4937.155762
	Iteration 19Q: 3 clusters Score -2856634 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2856679.500000 Penalty: 4937.155762
	Iteration 20F: 3 clusters Score -2856680 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2856702.000000 Penalty: 4937.155762
	Iteration 21Q: 3 clusters Score -2856702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2856711.750000 Penalty: 4937.155762
	Iteration 22Q: 3 clusters Score -2856712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2856722.500000 Penalty: 4937.155762
	Iteration 23Q: 3 clusters Score -2856722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2856721.750000 Penalty: 4937.155762
	Iteration 24Q: 3 clusters Score -2856722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2856727.500000 Penalty: 4937.155762
	Iteration 25Q: 3 clusters Score -2856728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2856726.000000 Penalty: 4937.155762
	Iteration 26Q: 3 clusters Score -2856726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2856733.750000 Penalty: 4937.155762
	Iteration 27Q: 3 clusters Score -2856734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2856738.250000 Penalty: 4937.155762
	Iteration 28Q: 3 clusters Score -2856738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2856743.000000 Penalty: 4937.155762
	Iteration 29Q: 3 clusters Score -2856743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2856744.000000 Penalty: 4937.155762
	Iteration 30Q: 3 clusters Score -2856744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2856745.250000 Penalty: 4937.155762
	Iteration 31Q: 3 clusters Score -2856745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2856749.750000 Penalty: 4937.155762
	Iteration 32Q: 3 clusters Score -2856750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -2856745.500000 Penalty: 4937.155762
	Iteration 33Q: 3 clusters Score -2856746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2856748.750000 Penalty: 4937.155762
	Iteration 34Q: 3 clusters Score -2856749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2856751.000000 Penalty: 4937.155762
	Iteration 35Q: 3 clusters Score -2856751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2856751.500000 Penalty: 4937.155762
	Iteration 36Q: 3 clusters Score -2856752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2856751.500000 Penalty: 4937.155762
	Iteration 37F: 3 clusters Score -2856752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -44968.562500 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -44968.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43629.144531 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -43629.14 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43890.175781 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -43890.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43967.277344 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -43967.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44027.390625 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -44027.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44064.437500 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -44064.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44092.210938 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -44092.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44128.496094 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -44128.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44162.828125 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -44162.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44193.328125 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -44193.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44211.953125 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -44211.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44224.921875 Penalty: 2956.658691
	Iteration 10Q: 3 clusters Score -44224.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44243.863281 Penalty: 2956.658691
	Iteration 11Q: 3 clusters Score -44243.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44263.421875 Penalty: 2956.658691
	Iteration 12Q: 3 clusters Score -44263.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44273.621094 Penalty: 2956.658691
	Iteration 13Q: 3 clusters Score -44273.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44278.957031 Penalty: 2956.658691
	Iteration 14Q: 3 clusters Score -44278.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44301.089844 Penalty: 2956.658691
	Iteration 15Q: 3 clusters Score -44301.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44327.062500 Penalty: 2956.658691
	Iteration 16Q: 3 clusters Score -44327.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44334.554688 Penalty: 2956.658691
	Iteration 17Q: 3 clusters Score -44334.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44341.855469 Penalty: 2956.658691
	Iteration 18Q: 3 clusters Score -44341.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44347.046875 Penalty: 2956.658691
	Iteration 19Q: 3 clusters Score -44347.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44353.464844 Penalty: 2956.658691
	Iteration 20F: 3 clusters Score -44353.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -866550.125000 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -866550.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -861110.625000 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -861110.6 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -862451.000000 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -862451 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -862681.875000 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -862681.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -862808.187500 Penalty: 4347.590332
	Iteration 3Q: 3 clusters Score -862808.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -862906.000000 Penalty: 4347.590332
	Iteration 4Q: 3 clusters Score -862906 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -863000.750000 Penalty: 4347.590332
	Iteration 5Q: 3 clusters Score -863000.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -863103.500000 Penalty: 4347.590332
	Iteration 6Q: 3 clusters Score -863103.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -863252.687500 Penalty: 4347.590332
	Iteration 7Q: 3 clusters Score -863252.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -863434.187500 Penalty: 4347.590332
	Iteration 8Q: 3 clusters Score -863434.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -863615.562500 Penalty: 4347.590332
	Iteration 9Q: 3 clusters Score -863615.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -863788.687500 Penalty: 4347.590332
	Iteration 10Q: 3 clusters Score -863788.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -863945.250000 Penalty: 4347.590332
	Iteration 11Q: 3 clusters Score -863945.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -864091.500000 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -864091.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -864248.437500 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -864248.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -864397.250000 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -864397.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -864534.312500 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -864534.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -864674.937500 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -864674.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -864814.312500 Penalty: 4347.590332
	Iteration 17Q: 3 clusters Score -864814.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -864931.000000 Penalty: 4347.590332
	Iteration 18Q: 3 clusters Score -864931 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -865049.062500 Penalty: 4347.590332
	Iteration 19Q: 3 clusters Score -865049.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -865162.000000 Penalty: 4347.590332
	Iteration 20F: 3 clusters Score -865162 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -865285.062500 Penalty: 4347.590332
	Iteration 21Q: 3 clusters Score -865285.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -865416.750000 Penalty: 4347.590332
	Iteration 22Q: 3 clusters Score -865416.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -865557.375000 Penalty: 4347.590332
	Iteration 23Q: 3 clusters Score -865557.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -865655.875000 Penalty: 4347.590332
	Iteration 24Q: 3 clusters Score -865655.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -865726.625000 Penalty: 4347.590332
	Iteration 25Q: 3 clusters Score -865726.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -865766.812500 Penalty: 4347.590332
	Iteration 26Q: 3 clusters Score -865766.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -865789.187500 Penalty: 4347.590332
	Iteration 27Q: 3 clusters Score -865789.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -865800.437500 Penalty: 4347.590332
	Iteration 28Q: 3 clusters Score -865800.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -865813.250000 Penalty: 4347.590332
	Iteration 29Q: 3 clusters Score -865813.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -865820.937500 Penalty: 4347.590332
	Iteration 30Q: 3 clusters Score -865820.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -865825.750000 Penalty: 4347.590332
	Iteration 31Q: 3 clusters Score -865825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -865827.875000 Penalty: 4347.590332
	Iteration 32Q: 3 clusters Score -865827.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -865830.375000 Penalty: 4347.590332
	Iteration 33Q: 3 clusters Score -865830.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -865829.687500 Penalty: 4347.590332
	Iteration 34Q: 3 clusters Score -865829.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -865830.125000 Penalty: 4347.590332
	Iteration 35Q: 3 clusters Score -865830.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -865831.062500 Penalty: 4347.590332
	Iteration 36Q: 3 clusters Score -865831.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -865830.937500 Penalty: 4347.590332
	Iteration 37Q: 3 clusters Score -865830.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -865833.437500 Penalty: 4347.590332
	Iteration 38Q: 3 clusters Score -865833.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -865833.000000 Penalty: 4347.590332
	Iteration 39Q: 3 clusters Score -865833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -865833.000000 Penalty: 4347.590332
	Iteration 40F: 3 clusters Score -865833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -704774.062500 Penalty: 2121.226318
	Iteration 0F: 2 clusters Score -704774.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -700137.312500 Penalty: 4242.452637
	Iteration 0F: 3 clusters Score -700137.3 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -701279.625000 Penalty: 4242.452637
	Iteration 1F: 3 clusters Score -701279.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -701494.187500 Penalty: 4242.452637
	Iteration 2F: 3 clusters Score -701494.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -701625.625000 Penalty: 4242.452637
	Iteration 3F: 3 clusters Score -701625.6 nChanged 179
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: -701706.687500 Penalty: 4242.452637
	Iteration 4Q: 3 clusters Score -701706.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -701767.375000 Penalty: 4242.452637
	Iteration 5Q: 3 clusters Score -701767.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -701827.000000 Penalty: 4242.452637
	Iteration 6Q: 3 clusters Score -701827 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -701889.062500 Penalty: 4242.452637
	Iteration 7Q: 3 clusters Score -701889.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -701942.187500 Penalty: 4242.452637
	Iteration 8Q: 3 clusters Score -701942.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -701995.000000 Penalty: 4242.452637
	Iteration 9Q: 3 clusters Score -701995 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -702045.312500 Penalty: 4242.452637
	Iteration 10Q: 3 clusters Score -702045.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -702097.062500 Penalty: 4242.452637
	Iteration 11Q: 3 clusters Score -702097.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -702149.437500 Penalty: 4242.452637
	Iteration 12Q: 3 clusters Score -702149.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -702211.312500 Penalty: 4242.452637
	Iteration 13Q: 3 clusters Score -702211.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -702269.250000 Penalty: 4242.452637
	Iteration 14Q: 3 clusters Score -702269.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -702333.312500 Penalty: 4242.452637
	Iteration 15Q: 3 clusters Score -702333.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -702398.375000 Penalty: 4242.452637
	Iteration 16Q: 3 clusters Score -702398.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -702463.437500 Penalty: 4242.452637
	Iteration 17Q: 3 clusters Score -702463.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -702533.625000 Penalty: 4242.452637
	Iteration 18Q: 3 clusters Score -702533.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -702599.062500 Penalty: 4242.452637
	Iteration 19Q: 3 clusters Score -702599.1 nChanged 91
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: -702658.562500 Penalty: 4242.452637
	Iteration 20F: 3 clusters Score -702658.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -702705.687500 Penalty: 4242.452637
	Iteration 21Q: 3 clusters Score -702705.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -702754.062500 Penalty: 4242.452637
	Iteration 22Q: 3 clusters Score -702754.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -702788.687500 Penalty: 4242.452637
	Iteration 23Q: 3 clusters Score -702788.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -702822.125000 Penalty: 4242.452637
	Iteration 24Q: 3 clusters Score -702822.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -702847.812500 Penalty: 4242.452637
	Iteration 25Q: 3 clusters Score -702847.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -702878.062500 Penalty: 4242.452637
	Iteration 26Q: 3 clusters Score -702878.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -702911.125000 Penalty: 4242.452637
	Iteration 27Q: 3 clusters Score -702911.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -702946.750000 Penalty: 4242.452637
	Iteration 28Q: 3 clusters Score -702946.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -702971.687500 Penalty: 4242.452637
	Iteration 29Q: 3 clusters Score -702971.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -702983.187500 Penalty: 4242.452637
	Iteration 30Q: 3 clusters Score -702983.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -702994.062500 Penalty: 4242.452637
	Iteration 31Q: 3 clusters Score -702994.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -703004.312500 Penalty: 4242.452637
	Iteration 32Q: 3 clusters Score -703004.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -703017.062500 Penalty: 4242.452637
	Iteration 33Q: 3 clusters Score -703017.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -703021.937500 Penalty: 4242.452637
	Iteration 34Q: 3 clusters Score -703021.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -703026.750000 Penalty: 4242.452637
	Iteration 35Q: 3 clusters Score -703026.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -703028.062500 Penalty: 4242.452637
	Iteration 36Q: 3 clusters Score -703028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -703026.562500 Penalty: 4242.452637
	Iteration 37Q: 3 clusters Score -703026.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -703028.937500 Penalty: 4242.452637
	Iteration 38Q: 3 clusters Score -703028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -703030.750000 Penalty: 4242.452637
	Iteration 39Q: 3 clusters Score -703030.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -703031.437500 Penalty: 4242.452637
	Iteration 40F: 3 clusters Score -703031.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -703031.500000 Penalty: 4242.452637
	Iteration 41Q: 3 clusters Score -703031.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -703031.500000 Penalty: 4242.452637
	Iteration 42F: 3 clusters Score -703031.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Entering Unmasked Estep 
Score: -960762.062500 Penalty: 2209.624268
	Iteration 0F: 2 clusters Score -960762.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -954702.000000 Penalty: 4419.248535
	Iteration 0F: 3 clusters Score -954702 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -956297.312500 Penalty: 4419.248535
	Iteration 1F: 3 clusters Score -956297.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -956581.562500 Penalty: 4419.248535
	Iteration 2F: 3 clusters Score -956581.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -956783.750000 Penalty: 4419.248535
	Iteration 3F: 3 clusters Score -956783.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -956950.812500 Penalty: 4419.248535
	Iteration 4Q: 3 clusters Score -956950.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -957151.625000 Penalty: 4419.248535
	Iteration 5Q: 3 clusters Score -957151.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -957357.937500 Penalty: 4419.248535
	Iteration 6Q: 3 clusters Score -957357.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -957551.500000 Penalty: 4419.248535
	Iteration 7Q: 3 clusters Score -957551.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -957742.000000 Penalty: 4419.248535
	Iteration 8Q: 3 clusters Score -957742 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -957942.250000 Penalty: 4419.248535
	Iteration 9Q: 3 clusters Score -957942.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -958129.062500 Penalty: 4419.248535
	Iteration 10Q: 3 clusters Score -958129.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -958309.125000 Penalty: 4419.248535
	Iteration 11Q: 3 clusters Score -958309.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -958494.187500 Penalty: 4419.248535
	Iteration 12Q: 3 clusters Score -958494.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -958659.500000 Penalty: 4419.248535
	Iteration 13Q: 3 clusters Score -958659.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -958782.750000 Penalty: 4419.248535
	Iteration 14Q: 3 clusters Score -958782.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -958878.500000 Penalty: 4419.248535
	Iteration 15Q: 3 clusters Score -958878.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -958947.062500 Penalty: 4419.248535
	Iteration 16Q: 3 clusters Score -958947.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -958994.125000 Penalty: 4419.248535
	Iteration 17Q: 3 clusters Score -958994.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -959023.062500 Penalty: 4419.248535
	Iteration 18Q: 3 clusters Score -959023.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -959045.187500 Penalty: 4419.248535
	Iteration 19Q: 3 clusters Score -959045.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -959056.000000 Penalty: 4419.248535
	Iteration 20F: 3 clusters Score -959056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -959062.812500 Penalty: 4419.248535
	Iteration 21Q: 3 clusters Score -959062.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -959072.062500 Penalty: 4419.248535
	Iteration 22Q: 3 clusters Score -959072.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -959076.437500 Penalty: 4419.248535
	Iteration 23Q: 3 clusters Score -959076.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -959083.125000 Penalty: 4419.248535
	Iteration 24Q: 3 clusters Score -959083.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -959080.875000 Penalty: 4419.248535
	Iteration 25Q: 3 clusters Score -959080.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -959082.562500 Penalty: 4419.248535
	Iteration 26Q: 3 clusters Score -959082.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -959083.062500 Penalty: 4419.248535
	Iteration 27Q: 3 clusters Score -959083.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -959085.937500 Penalty: 4419.248535
	Iteration 28Q: 3 clusters Score -959085.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -959086.875000 Penalty: 4419.248535
	Iteration 29Q: 3 clusters Score -959086.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -959089.125000 Penalty: 4419.248535
	Iteration 30Q: 3 clusters Score -959089.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -959090.312500 Penalty: 4419.248535
	Iteration 31Q: 3 clusters Score -959090.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -959090.937500 Penalty: 4419.248535
	Iteration 32Q: 3 clusters Score -959090.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -959092.312500 Penalty: 4419.248535
	Iteration 33Q: 3 clusters Score -959092.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -959093.437500 Penalty: 4419.248535
	Iteration 34Q: 3 clusters Score -959093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -959095.312500 Penalty: 4419.248535
	Iteration 35Q: 3 clusters Score -959095.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -959095.500000 Penalty: 4419.248535
	Iteration 36Q: 3 clusters Score -959095.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -959096.875000 Penalty: 4419.248535
	Iteration 37Q: 3 clusters Score -959096.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -959097.875000 Penalty: 4419.248535
	Iteration 38Q: 3 clusters Score -959097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -959097.437500 Penalty: 4419.248535
	Iteration 39Q: 3 clusters Score -959097.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -959099.000000 Penalty: 4419.248535
	Iteration 40F: 3 clusters Score -959099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (161142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161142 members 
Entering Unmasked Estep 
Score: -22042854.000000 Penalty: 2973.530029
	Iteration 0F: 2 clusters Score -2.204285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 80751 members 
Entering Unmasked Estep 
Score: -21939024.000000 Penalty: 5947.060059
	Iteration 0F: 3 clusters Score -2.193902e+07 nChanged 77016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78773 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
Score: -21984390.000000 Penalty: 5947.060059
	Iteration 1F: 3 clusters Score -2.198439e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77477 members 
Mstep: Class 2 contains 83665 members 
Entering Unmasked Estep 
Score: -21985344.000000 Penalty: 5947.060059
	Iteration 2Q: 3 clusters Score -2.198534e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75599 members 
Mstep: Class 2 contains 85543 members 
Entering Unmasked Estep 
Score: -21986534.000000 Penalty: 5947.060059
	Iteration 3Q: 3 clusters Score -2.198653e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72700 members 
Mstep: Class 2 contains 88442 members 
Entering Unmasked Estep 
Score: -21988040.000000 Penalty: 5947.060059
	Iteration 4Q: 3 clusters Score -2.198804e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68431 members 
Mstep: Class 2 contains 92711 members 
Entering Unmasked Estep 
Score: -21990376.000000 Penalty: 5947.060059
	Iteration 5Q: 3 clusters Score -2.199038e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 98838 members 
Entering Unmasked Estep 
Score: -21994060.000000 Penalty: 5947.060059
	Iteration 6Q: 3 clusters Score -2.199406e+07 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 107145 members 
Entering Unmasked Estep 
Score: -21999576.000000 Penalty: 5947.060059
	Iteration 7F: 3 clusters Score -2.199958e+07 nChanged 11064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 117627 members 
Entering Unmasked Estep 
Score: -22007644.000000 Penalty: 5947.060059
	Iteration 8F: 3 clusters Score -2.200764e+07 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 128719 members 
Entering Unmasked Estep 
Score: -22016760.000000 Penalty: 5947.060059
	Iteration 9F: 3 clusters Score -2.201676e+07 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 138552 members 
Entering Unmasked Estep 
Score: -22024674.000000 Penalty: 5947.060059
	Iteration 10F: 3 clusters Score -2.202467e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 146113 members 
Entering Unmasked Estep 
Score: -22030526.000000 Penalty: 5947.060059
	Iteration 11Q: 3 clusters Score -2.203053e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 151557 members 
Entering Unmasked Estep 
Score: -22034610.000000 Penalty: 5947.060059
	Iteration 12Q: 3 clusters Score -2.203461e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 155254 members 
Entering Unmasked Estep 
Score: -22037318.000000 Penalty: 5947.060059
	Iteration 13Q: 3 clusters Score -2.203732e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 157499 members 
Entering Unmasked Estep 
Score: -22038776.000000 Penalty: 5947.060059
	Iteration 14Q: 3 clusters Score -2.203878e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 158773 members 
Entering Unmasked Estep 
Score: -22039572.000000 Penalty: 5947.060059
	Iteration 15Q: 3 clusters Score -2.203957e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 159475 members 
Entering Unmasked Estep 
Score: -22040052.000000 Penalty: 5947.060059
	Iteration 16Q: 3 clusters Score -2.204005e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 159842 members 
Entering Unmasked Estep 
Score: -22040260.000000 Penalty: 5947.060059
	Iteration 17Q: 3 clusters Score -2.204026e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 160029 members 
Entering Unmasked Estep 
Score: -22040346.000000 Penalty: 5947.060059
	Iteration 18Q: 3 clusters Score -2.204035e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 160146 members 
Entering Unmasked Estep 
Score: -22040424.000000 Penalty: 5947.060059
	Iteration 19Q: 3 clusters Score -2.204042e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 160225 members 
Entering Unmasked Estep 
Score: -22040494.000000 Penalty: 5947.060059
	Iteration 20F: 3 clusters Score -2.204049e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 160268 members 
Entering Unmasked Estep 
Score: -22040548.000000 Penalty: 5947.060059
	Iteration 21Q: 3 clusters Score -2.204055e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 160294 members 
Entering Unmasked Estep 
Score: -22040572.000000 Penalty: 5947.060059
	Iteration 22Q: 3 clusters Score -2.204057e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 160315 members 
Entering Unmasked Estep 
Score: -22040600.000000 Penalty: 5947.060059
	Iteration 23Q: 3 clusters Score -2.20406e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 160325 members 
Entering Unmasked Estep 
Score: -22040588.000000 Penalty: 5947.060059
	Iteration 24Q: 3 clusters Score -2.204059e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 160337 members 
Entering Unmasked Estep 
Score: -22040606.000000 Penalty: 5947.060059
	Iteration 25Q: 3 clusters Score -2.204061e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 160344 members 
Entering Unmasked Estep 
Score: -22040622.000000 Penalty: 5947.060059
	Iteration 26Q: 3 clusters Score -2.204062e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 160350 members 
Entering Unmasked Estep 
Score: -22040640.000000 Penalty: 5947.060059
	Iteration 27Q: 3 clusters Score -2.204064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 160352 members 
Entering Unmasked Estep 
Score: -22040638.000000 Penalty: 5947.060059
	Iteration 28Q: 3 clusters Score -2.204064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 160353 members 
Entering Unmasked Estep 
Score: -22040656.000000 Penalty: 5947.060059
	Iteration 29Q: 3 clusters Score -2.204066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 160348 members 
Entering Unmasked Estep 
Score: -22040666.000000 Penalty: 5947.060059
	Iteration 30Q: 3 clusters Score -2.204067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 160349 members 
Entering Unmasked Estep 
Score: -22040668.000000 Penalty: 5947.060059
	Iteration 31Q: 3 clusters Score -2.204067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 160351 members 
Entering Unmasked Estep 
Score: -22040660.000000 Penalty: 5947.060059
	Iteration 32Q: 3 clusters Score -2.204066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 160350 members 
Entering Unmasked Estep 
Score: -22040660.000000 Penalty: 5947.060059
	Iteration 33Q: 3 clusters Score -2.204066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 160351 members 
Entering Unmasked Estep 
Score: -22040660.000000 Penalty: 5947.060059
	Iteration 34Q: 3 clusters Score -2.204066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 160351 members 
Entering Unmasked Estep 
Score: -22040664.000000 Penalty: 5947.060059
	Iteration 35Q: 3 clusters Score -2.204066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 160355 members 
Entering Unmasked Estep 
Score: -22040682.000000 Penalty: 5947.060059
	Iteration 36Q: 3 clusters Score -2.204068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 160360 members 
Entering Unmasked Estep 
Score: -22040686.000000 Penalty: 5947.060059
	Iteration 37Q: 3 clusters Score -2.204069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 160360 members 
Entering Unmasked Estep 
Score: -22040686.000000 Penalty: 5947.060059
	Iteration 38Q: 3 clusters Score -2.204069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 160362 members 
Entering Unmasked Estep 
Score: -22040674.000000 Penalty: 5947.060059
	Iteration 39Q: 3 clusters Score -2.204067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 160360 members 
Entering Unmasked Estep 
Score: -22040658.000000 Penalty: 5947.060059
	Iteration 40F: 3 clusters Score -2.204066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 160361 members 
Entering Unmasked Estep 
Score: -22040670.000000 Penalty: 5947.060059
	Iteration 41Q: 3 clusters Score -2.204067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 160366 members 
Entering Unmasked Estep 
Score: -22040666.000000 Penalty: 5947.060059
	Iteration 42Q: 3 clusters Score -2.204067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 160368 members 
Entering Unmasked Estep 
Score: -22040668.000000 Penalty: 5947.060059
	Iteration 43Q: 3 clusters Score -2.204067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 160371 members 
Entering Unmasked Estep 
Score: -22040676.000000 Penalty: 5947.060059
	Iteration 44Q: 3 clusters Score -2.204068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 160379 members 
Entering Unmasked Estep 
Score: -22040688.000000 Penalty: 5947.060059
	Iteration 45Q: 3 clusters Score -2.204069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 160382 members 
Entering Unmasked Estep 
Score: -22040678.000000 Penalty: 5947.060059
	Iteration 46Q: 3 clusters Score -2.204068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 160378 members 
Entering Unmasked Estep 
Score: -22040676.000000 Penalty: 5947.060059
	Iteration 47Q: 3 clusters Score -2.204068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 160377 members 
Entering Unmasked Estep 
Score: -22040662.000000 Penalty: 5947.060059
	Iteration 48Q: 3 clusters Score -2.204066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 160377 members 
Entering Unmasked Estep 
Score: -22040662.000000 Penalty: 5947.060059
	Iteration 49F: 3 clusters Score -2.204066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -84181.429688 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -84181.43 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 359 members 
Entering Unmasked Estep 
Score: -82600.445312 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -82600.45 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83023.210938 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -83023.21 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83178.093750 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -83178.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -83241.257812 Penalty: 3245.780273
	Iteration 3Q: 3 clusters Score -83241.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -83295.281250 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -83295.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -83342.937500 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -83342.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -83384.101562 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -83384.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -83410.859375 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -83410.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -83429.265625 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -83429.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -83441.328125 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -83441.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -83462.820312 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -83462.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -83487.882812 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -83487.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -83528.656250 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -83528.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -83569.218750 Penalty: 3245.780273
	Iteration 13Q: 3 clusters Score -83569.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -83699.171875 Penalty: 3245.780273
	Iteration 14Q: 3 clusters Score -83699.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -83805.906250 Penalty: 3245.780273
	Iteration 15Q: 3 clusters Score -83805.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -83822.632812 Penalty: 3245.780273
	Iteration 16Q: 3 clusters Score -83822.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -83836.515625 Penalty: 3245.780273
	Iteration 17Q: 3 clusters Score -83836.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -83847.101562 Penalty: 3245.780273
	Iteration 18Q: 3 clusters Score -83847.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -83861.226562 Penalty: 3245.780273
	Iteration 19Q: 3 clusters Score -83861.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -83886.882812 Penalty: 3245.780273
	Iteration 20F: 3 clusters Score -83886.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -83904.195312 Penalty: 3245.780273
	Iteration 21Q: 3 clusters Score -83904.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -83927.898438 Penalty: 3245.780273
	Iteration 22Q: 3 clusters Score -83927.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -83936.992188 Penalty: 3245.780273
	Iteration 23Q: 3 clusters Score -83936.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -83940.250000 Penalty: 3245.780273
	Iteration 24Q: 3 clusters Score -83940.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -83941.132812 Penalty: 3245.780273
	Iteration 25Q: 3 clusters Score -83941.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -83941.132812 Penalty: 3245.780273
	Iteration 26F: 3 clusters Score -83941.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Entering Unmasked Estep 
Score: -5210239.500000 Penalty: 2611.701660
	Iteration 0F: 2 clusters Score -5210240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -5184984.500000 Penalty: 5223.403320
	Iteration 0F: 3 clusters Score -5184984 nChanged 17081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -5194403.500000 Penalty: 5223.403320
	Iteration 1F: 3 clusters Score -5194404 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -5195176.500000 Penalty: 5223.403320
	Iteration 2F: 3 clusters Score -5195176 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -5196140.000000 Penalty: 5223.403320
	Iteration 3F: 3 clusters Score -5196140 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -5197486.000000 Penalty: 5223.403320
	Iteration 4F: 3 clusters Score -5197486 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -5199240.500000 Penalty: 5223.403320
	Iteration 5F: 3 clusters Score -5199240 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -5201201.500000 Penalty: 5223.403320
	Iteration 6F: 3 clusters Score -5201202 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -5202876.000000 Penalty: 5223.403320
	Iteration 7F: 3 clusters Score -5202876 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -5204415.500000 Penalty: 5223.403320
	Iteration 8F: 3 clusters Score -5204416 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -5205703.000000 Penalty: 5223.403320
	Iteration 9Q: 3 clusters Score -5205703 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -5206658.500000 Penalty: 5223.403320
	Iteration 10Q: 3 clusters Score -5206658 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -5207246.500000 Penalty: 5223.403320
	Iteration 11Q: 3 clusters Score -5207246 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -5207554.500000 Penalty: 5223.403320
	Iteration 12Q: 3 clusters Score -5207554 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5207758.000000 Penalty: 5223.403320
	Iteration 13Q: 3 clusters Score -5207758 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5207855.000000 Penalty: 5223.403320
	Iteration 14Q: 3 clusters Score -5207855 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5207926.000000 Penalty: 5223.403320
	Iteration 15Q: 3 clusters Score -5207926 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5208014.500000 Penalty: 5223.403320
	Iteration 16Q: 3 clusters Score -5208014 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -5208045.000000 Penalty: 5223.403320
	Iteration 17Q: 3 clusters Score -5208045 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5208080.000000 Penalty: 5223.403320
	Iteration 18Q: 3 clusters Score -5208080 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5208114.500000 Penalty: 5223.403320
	Iteration 19Q: 3 clusters Score -5208114 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5208131.000000 Penalty: 5223.403320
	Iteration 20F: 3 clusters Score -5208131 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5208145.500000 Penalty: 5223.403320
	Iteration 21Q: 3 clusters Score -5208146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5208152.500000 Penalty: 5223.403320
	Iteration 22Q: 3 clusters Score -5208152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5208161.000000 Penalty: 5223.403320
	Iteration 23Q: 3 clusters Score -5208161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5208181.500000 Penalty: 5223.403320
	Iteration 24Q: 3 clusters Score -5208182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5208180.000000 Penalty: 5223.403320
	Iteration 25Q: 3 clusters Score -5208180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5208182.500000 Penalty: 5223.403320
	Iteration 26Q: 3 clusters Score -5208182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5208189.000000 Penalty: 5223.403320
	Iteration 27Q: 3 clusters Score -5208189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5208199.000000 Penalty: 5223.403320
	Iteration 28Q: 3 clusters Score -5208199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5208200.000000 Penalty: 5223.403320
	Iteration 29Q: 3 clusters Score -5208200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5208204.000000 Penalty: 5223.403320
	Iteration 30Q: 3 clusters Score -5208204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5208201.000000 Penalty: 5223.403320
	Iteration 31Q: 3 clusters Score -5208201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5208202.500000 Penalty: 5223.403320
	Iteration 32Q: 3 clusters Score -5208202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5208206.000000 Penalty: 5223.403320
	Iteration 33Q: 3 clusters Score -5208206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5208208.000000 Penalty: 5223.403320
	Iteration 34Q: 3 clusters Score -5208208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5208214.000000 Penalty: 5223.403320
	Iteration 35Q: 3 clusters Score -5208214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5208214.500000 Penalty: 5223.403320
	Iteration 36Q: 3 clusters Score -5208214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5208215.500000 Penalty: 5223.403320
	Iteration 37Q: 3 clusters Score -5208216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5208218.500000 Penalty: 5223.403320
	Iteration 38Q: 3 clusters Score -5208218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5208215.500000 Penalty: 5223.403320
	Iteration 39Q: 3 clusters Score -5208216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5208216.000000 Penalty: 5223.403320
	Iteration 40F: 3 clusters Score -5208216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5208213.500000 Penalty: 5223.403320
	Iteration 41Q: 3 clusters Score -5208214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5208218.000000 Penalty: 5223.403320
	Iteration 42Q: 3 clusters Score -5208218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5208212.000000 Penalty: 5223.403320
	Iteration 43Q: 3 clusters Score -5208212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5208226.500000 Penalty: 5223.403320
	Iteration 44Q: 3 clusters Score -5208226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5208226.000000 Penalty: 5223.403320
	Iteration 45Q: 3 clusters Score -5208226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5208226.000000 Penalty: 5223.403320
	Iteration 46Q: 3 clusters Score -5208226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5208226.500000 Penalty: 5223.403320
	Iteration 47Q: 3 clusters Score -5208226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5208226.500000 Penalty: 5223.403320
	Iteration 48F: 3 clusters Score -5208226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Entering Unmasked Estep 
Score: -449513.093750 Penalty: 2015.156616
	Iteration 0F: 2 clusters Score -449513.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -446028.875000 Penalty: 4030.313232
	Iteration 0F: 3 clusters Score -446028.9 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -446798.156250 Penalty: 4030.313232
	Iteration 1F: 3 clusters Score -446798.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -447013.781250 Penalty: 4030.313232
	Iteration 2F: 3 clusters Score -447013.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -447135.718750 Penalty: 4030.313232
	Iteration 3Q: 3 clusters Score -447135.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -447224.562500 Penalty: 4030.313232
	Iteration 4Q: 3 clusters Score -447224.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -447306.812500 Penalty: 4030.313232
	Iteration 5Q: 3 clusters Score -447306.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -447374.625000 Penalty: 4030.313232
	Iteration 6Q: 3 clusters Score -447374.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -447434.750000 Penalty: 4030.313232
	Iteration 7Q: 3 clusters Score -447434.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -447492.937500 Penalty: 4030.313232
	Iteration 8Q: 3 clusters Score -447492.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -447540.562500 Penalty: 4030.313232
	Iteration 9Q: 3 clusters Score -447540.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -447576.093750 Penalty: 4030.313232
	Iteration 10Q: 3 clusters Score -447576.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -447605.593750 Penalty: 4030.313232
	Iteration 11Q: 3 clusters Score -447605.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -447622.843750 Penalty: 4030.313232
	Iteration 12Q: 3 clusters Score -447622.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -447633.375000 Penalty: 4030.313232
	Iteration 13Q: 3 clusters Score -447633.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -447645.031250 Penalty: 4030.313232
	Iteration 14Q: 3 clusters Score -447645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -447654.656250 Penalty: 4030.313232
	Iteration 15Q: 3 clusters Score -447654.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -447663.375000 Penalty: 4030.313232
	Iteration 16Q: 3 clusters Score -447663.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -447672.656250 Penalty: 4030.313232
	Iteration 17Q: 3 clusters Score -447672.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -447676.781250 Penalty: 4030.313232
	Iteration 18Q: 3 clusters Score -447676.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -447680.906250 Penalty: 4030.313232
	Iteration 19Q: 3 clusters Score -447680.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -447686.593750 Penalty: 4030.313232
	Iteration 20F: 3 clusters Score -447686.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -447693.718750 Penalty: 4030.313232
	Iteration 21Q: 3 clusters Score -447693.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -447697.812500 Penalty: 4030.313232
	Iteration 22Q: 3 clusters Score -447697.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -447705.343750 Penalty: 4030.313232
	Iteration 23Q: 3 clusters Score -447705.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -447714.937500 Penalty: 4030.313232
	Iteration 24Q: 3 clusters Score -447714.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -447719.625000 Penalty: 4030.313232
	Iteration 25Q: 3 clusters Score -447719.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -447723.937500 Penalty: 4030.313232
	Iteration 26Q: 3 clusters Score -447723.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -447727.125000 Penalty: 4030.313232
	Iteration 27Q: 3 clusters Score -447727.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -447728.031250 Penalty: 4030.313232
	Iteration 28Q: 3 clusters Score -447728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -447729.062500 Penalty: 4030.313232
	Iteration 29Q: 3 clusters Score -447729.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -447729.062500 Penalty: 4030.313232
	Iteration 30F: 3 clusters Score -447729.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (86288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86288 members 
Entering Unmasked Estep 
Score: -11770596.000000 Penalty: 2818.630615
	Iteration 0F: 2 clusters Score -1.17706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -11712785.000000 Penalty: 5637.261230
	Iteration 0F: 3 clusters Score -1.171278e+07 nChanged 40664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -11736252.000000 Penalty: 5637.261230
	Iteration 1F: 3 clusters Score -1.173625e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -11737755.000000 Penalty: 5637.261230
	Iteration 2Q: 3 clusters Score -1.173776e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -11739813.000000 Penalty: 5637.261230
	Iteration 3F: 3 clusters Score -1.173981e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -11742446.000000 Penalty: 5637.261230
	Iteration 4F: 3 clusters Score -1.174245e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -11745259.000000 Penalty: 5637.261230
	Iteration 5F: 3 clusters Score -1.174526e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -11747772.000000 Penalty: 5637.261230
	Iteration 6F: 3 clusters Score -1.174777e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -11749653.000000 Penalty: 5637.261230
	Iteration 7F: 3 clusters Score -1.174965e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -11750835.000000 Penalty: 5637.261230
	Iteration 8Q: 3 clusters Score -1.175084e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -11751601.000000 Penalty: 5637.261230
	Iteration 9Q: 3 clusters Score -1.17516e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -11752094.000000 Penalty: 5637.261230
	Iteration 10Q: 3 clusters Score -1.175209e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -11752555.000000 Penalty: 5637.261230
	Iteration 11Q: 3 clusters Score -1.175256e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -11752810.000000 Penalty: 5637.261230
	Iteration 12Q: 3 clusters Score -1.175281e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -11753210.000000 Penalty: 5637.261230
	Iteration 13Q: 3 clusters Score -1.175321e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -11753679.000000 Penalty: 5637.261230
	Iteration 14Q: 3 clusters Score -1.175368e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 52280 members 
Entering Unmasked Estep 
Score: -11754290.000000 Penalty: 5637.261230
	Iteration 15Q: 3 clusters Score -1.175429e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -11754988.000000 Penalty: 5637.261230
	Iteration 16Q: 3 clusters Score -1.175499e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -11755833.000000 Penalty: 5637.261230
	Iteration 17Q: 3 clusters Score -1.175583e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -11756994.000000 Penalty: 5637.261230
	Iteration 18Q: 3 clusters Score -1.175699e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -11758303.000000 Penalty: 5637.261230
	Iteration 19Q: 3 clusters Score -1.17583e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -11759601.000000 Penalty: 5637.261230
	Iteration 20F: 3 clusters Score -1.17596e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 69692 members 
Entering Unmasked Estep 
Score: -11761035.000000 Penalty: 5637.261230
	Iteration 21Q: 3 clusters Score -1.176104e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 72703 members 
Entering Unmasked Estep 
Score: -11762478.000000 Penalty: 5637.261230
	Iteration 22Q: 3 clusters Score -1.176248e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 75366 members 
Entering Unmasked Estep 
Score: -11763866.000000 Penalty: 5637.261230
	Iteration 23Q: 3 clusters Score -1.176387e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 77689 members 
Entering Unmasked Estep 
Score: -11764964.000000 Penalty: 5637.261230
	Iteration 24Q: 3 clusters Score -1.176496e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -11765946.000000 Penalty: 5637.261230
	Iteration 25Q: 3 clusters Score -1.176595e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 81046 members 
Entering Unmasked Estep 
Score: -11766603.000000 Penalty: 5637.261230
	Iteration 26Q: 3 clusters Score -1.17666e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 82115 members 
Entering Unmasked Estep 
Score: -11767078.000000 Penalty: 5637.261230
	Iteration 27Q: 3 clusters Score -1.176708e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 82878 members 
Entering Unmasked Estep 
Score: -11767415.000000 Penalty: 5637.261230
	Iteration 28Q: 3 clusters Score -1.176742e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 83409 members 
Entering Unmasked Estep 
Score: -11767608.000000 Penalty: 5637.261230
	Iteration 29Q: 3 clusters Score -1.176761e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 83827 members 
Entering Unmasked Estep 
Score: -11767781.000000 Penalty: 5637.261230
	Iteration 30Q: 3 clusters Score -1.176778e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 84107 members 
Entering Unmasked Estep 
Score: -11767887.000000 Penalty: 5637.261230
	Iteration 31Q: 3 clusters Score -1.176789e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 84303 members 
Entering Unmasked Estep 
Score: -11767988.000000 Penalty: 5637.261230
	Iteration 32Q: 3 clusters Score -1.176799e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 84455 members 
Entering Unmasked Estep 
Score: -11768045.000000 Penalty: 5637.261230
	Iteration 33Q: 3 clusters Score -1.176804e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 84577 members 
Entering Unmasked Estep 
Score: -11768101.000000 Penalty: 5637.261230
	Iteration 34Q: 3 clusters Score -1.17681e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 84690 members 
Entering Unmasked Estep 
Score: -11768144.000000 Penalty: 5637.261230
	Iteration 35Q: 3 clusters Score -1.176814e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 84787 members 
Entering Unmasked Estep 
Score: -11768176.000000 Penalty: 5637.261230
	Iteration 36Q: 3 clusters Score -1.176818e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 84861 members 
Entering Unmasked Estep 
Score: -11768230.000000 Penalty: 5637.261230
	Iteration 37Q: 3 clusters Score -1.176823e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 84927 members 
Entering Unmasked Estep 
Score: -11768248.000000 Penalty: 5637.261230
	Iteration 38Q: 3 clusters Score -1.176825e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -11768266.000000 Penalty: 5637.261230
	Iteration 39Q: 3 clusters Score -1.176827e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 85004 members 
Entering Unmasked Estep 
Score: -11768277.000000 Penalty: 5637.261230
	Iteration 40F: 3 clusters Score -1.176828e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 85039 members 
Entering Unmasked Estep 
Score: -11768281.000000 Penalty: 5637.261230
	Iteration 41Q: 3 clusters Score -1.176828e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 85064 members 
Entering Unmasked Estep 
Score: -11768285.000000 Penalty: 5637.261230
	Iteration 42Q: 3 clusters Score -1.176828e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 85094 members 
Entering Unmasked Estep 
Score: -11768301.000000 Penalty: 5637.261230
	Iteration 43Q: 3 clusters Score -1.17683e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 85115 members 
Entering Unmasked Estep 
Score: -11768301.000000 Penalty: 5637.261230
	Iteration 44Q: 3 clusters Score -1.17683e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 85130 members 
Entering Unmasked Estep 
Score: -11768334.000000 Penalty: 5637.261230
	Iteration 45Q: 3 clusters Score -1.176833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -11768352.000000 Penalty: 5637.261230
	Iteration 46Q: 3 clusters Score -1.176835e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 85153 members 
Entering Unmasked Estep 
Score: -11768356.000000 Penalty: 5637.261230
	Iteration 47Q: 3 clusters Score -1.176836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 85162 members 
Entering Unmasked Estep 
Score: -11768358.000000 Penalty: 5637.261230
	Iteration 48Q: 3 clusters Score -1.176836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 85165 members 
Entering Unmasked Estep 
Score: -11768360.000000 Penalty: 5637.261230
	Iteration 49Q: 3 clusters Score -1.176836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 85170 members 
Entering Unmasked Estep 
Score: -11768354.000000 Penalty: 5637.261230
	Iteration 50Q: 3 clusters Score -1.176835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 85173 members 
Entering Unmasked Estep 
Score: -11768363.000000 Penalty: 5637.261230
	Iteration 51Q: 3 clusters Score -1.176836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 85176 members 
Entering Unmasked Estep 
Score: -11768366.000000 Penalty: 5637.261230
	Iteration 52Q: 3 clusters Score -1.176837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 85179 members 
Entering Unmasked Estep 
Score: -11768364.000000 Penalty: 5637.261230
	Iteration 53Q: 3 clusters Score -1.176836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 85182 members 
Entering Unmasked Estep 
Score: -11768363.000000 Penalty: 5637.261230
	Iteration 54Q: 3 clusters Score -1.176836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 85188 members 
Entering Unmasked Estep 
Score: -11768371.000000 Penalty: 5637.261230
	Iteration 55Q: 3 clusters Score -1.176837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 85194 members 
Entering Unmasked Estep 
Score: -11768389.000000 Penalty: 5637.261230
	Iteration 56Q: 3 clusters Score -1.176839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 85198 members 
Entering Unmasked Estep 
Score: -11768391.000000 Penalty: 5637.261230
	Iteration 57Q: 3 clusters Score -1.176839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 85203 members 
Entering Unmasked Estep 
Score: -11768387.000000 Penalty: 5637.261230
	Iteration 58Q: 3 clusters Score -1.176839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 85203 members 
Entering Unmasked Estep 
Score: -11768392.000000 Penalty: 5637.261230
	Iteration 59Q: 3 clusters Score -1.176839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 85202 members 
Entering Unmasked Estep 
Score: -11768388.000000 Penalty: 5637.261230
	Iteration 60F: 3 clusters Score -1.176839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Entering Unmasked Estep 
Score: -1078577.125000 Penalty: 2228.266113
	Iteration 0F: 2 clusters Score -1078577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1072204.750000 Penalty: 4456.532227
	Iteration 0F: 3 clusters Score -1072205 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1074026.625000 Penalty: 4456.532227
	Iteration 1F: 3 clusters Score -1074027 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1074335.125000 Penalty: 4456.532227
	Iteration 2F: 3 clusters Score -1074335 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1074563.875000 Penalty: 4456.532227
	Iteration 3F: 3 clusters Score -1074564 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1074728.625000 Penalty: 4456.532227
	Iteration 4Q: 3 clusters Score -1074729 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1074849.125000 Penalty: 4456.532227
	Iteration 5Q: 3 clusters Score -1074849 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1074967.500000 Penalty: 4456.532227
	Iteration 6Q: 3 clusters Score -1074968 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1075091.500000 Penalty: 4456.532227
	Iteration 7Q: 3 clusters Score -1075092 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1075235.000000 Penalty: 4456.532227
	Iteration 8Q: 3 clusters Score -1075235 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1075381.625000 Penalty: 4456.532227
	Iteration 9Q: 3 clusters Score -1075382 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1075557.875000 Penalty: 4456.532227
	Iteration 10Q: 3 clusters Score -1075558 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1075750.375000 Penalty: 4456.532227
	Iteration 11Q: 3 clusters Score -1075750 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1075960.375000 Penalty: 4456.532227
	Iteration 12Q: 3 clusters Score -1075960 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1076137.125000 Penalty: 4456.532227
	Iteration 13Q: 3 clusters Score -1076137 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1076350.625000 Penalty: 4456.532227
	Iteration 14Q: 3 clusters Score -1076351 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1076567.750000 Penalty: 4456.532227
	Iteration 15Q: 3 clusters Score -1076568 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1076751.875000 Penalty: 4456.532227
	Iteration 16Q: 3 clusters Score -1076752 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1076904.250000 Penalty: 4456.532227
	Iteration 17Q: 3 clusters Score -1076904 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1077007.250000 Penalty: 4456.532227
	Iteration 18Q: 3 clusters Score -1077007 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1077058.875000 Penalty: 4456.532227
	Iteration 19Q: 3 clusters Score -1077059 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1077107.000000 Penalty: 4456.532227
	Iteration 20F: 3 clusters Score -1077107 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1077164.125000 Penalty: 4456.532227
	Iteration 21Q: 3 clusters Score -1077164 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1077219.750000 Penalty: 4456.532227
	Iteration 22Q: 3 clusters Score -1077220 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1077274.625000 Penalty: 4456.532227
	Iteration 23Q: 3 clusters Score -1077275 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1077329.750000 Penalty: 4456.532227
	Iteration 24Q: 3 clusters Score -1077330 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1077371.125000 Penalty: 4456.532227
	Iteration 25Q: 3 clusters Score -1077371 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1077405.500000 Penalty: 4456.532227
	Iteration 26Q: 3 clusters Score -1077406 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1077435.750000 Penalty: 4456.532227
	Iteration 27Q: 3 clusters Score -1077436 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1077465.625000 Penalty: 4456.532227
	Iteration 28Q: 3 clusters Score -1077466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1077482.875000 Penalty: 4456.532227
	Iteration 29Q: 3 clusters Score -1077483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1077492.000000 Penalty: 4456.532227
	Iteration 30Q: 3 clusters Score -1077492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1077497.750000 Penalty: 4456.532227
	Iteration 31Q: 3 clusters Score -1077498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1077500.125000 Penalty: 4456.532227
	Iteration 32Q: 3 clusters Score -1077500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1077503.750000 Penalty: 4456.532227
	Iteration 33Q: 3 clusters Score -1077504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1077506.250000 Penalty: 4456.532227
	Iteration 34Q: 3 clusters Score -1077506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1077506.750000 Penalty: 4456.532227
	Iteration 35Q: 3 clusters Score -1077507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1077506.250000 Penalty: 4456.532227
	Iteration 36Q: 3 clusters Score -1077506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1077506.375000 Penalty: 4456.532227
	Iteration 37Q: 3 clusters Score -1077506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1077507.000000 Penalty: 4456.532227
	Iteration 38Q: 3 clusters Score -1077507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1077507.125000 Penalty: 4456.532227
	Iteration 39Q: 3 clusters Score -1077507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1077505.875000 Penalty: 4456.532227
	Iteration 40F: 3 clusters Score -1077506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1077505.750000 Penalty: 4456.532227
	Iteration 41Q: 3 clusters Score -1077506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1077505.250000 Penalty: 4456.532227
	Iteration 42Q: 3 clusters Score -1077505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1077505.250000 Penalty: 4456.532227
	Iteration 43F: 3 clusters Score -1077505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (167218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167218 members 
Entering Unmasked Estep 
Score: -22852708.000000 Penalty: 2982.709473
	Iteration 0F: 2 clusters Score -2.285271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83297 members 
Mstep: Class 2 contains 83921 members 
Entering Unmasked Estep 
Score: -22740636.000000 Penalty: 5965.418945
	Iteration 0F: 3 clusters Score -2.274064e+07 nChanged 80388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80181 members 
Mstep: Class 2 contains 87037 members 
Entering Unmasked Estep 
Score: -22787810.000000 Penalty: 5965.418945
	Iteration 1F: 3 clusters Score -2.278781e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77999 members 
Mstep: Class 2 contains 89219 members 
Entering Unmasked Estep 
Score: -22789122.000000 Penalty: 5965.418945
	Iteration 2Q: 3 clusters Score -2.278912e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74647 members 
Mstep: Class 2 contains 92571 members 
Entering Unmasked Estep 
Score: -22791118.000000 Penalty: 5965.418945
	Iteration 3Q: 3 clusters Score -2.279112e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69606 members 
Mstep: Class 2 contains 97612 members 
Entering Unmasked Estep 
Score: -22793922.000000 Penalty: 5965.418945
	Iteration 4Q: 3 clusters Score -2.279392e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 105038 members 
Entering Unmasked Estep 
Score: -22798092.000000 Penalty: 5965.418945
	Iteration 5F: 3 clusters Score -2.279809e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 115087 members 
Entering Unmasked Estep 
Score: -22805490.000000 Penalty: 5965.418945
	Iteration 6F: 3 clusters Score -2.280549e+07 nChanged 12434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 127209 members 
Entering Unmasked Estep 
Score: -22815324.000000 Penalty: 5965.418945
	Iteration 7F: 3 clusters Score -2.281532e+07 nChanged 12453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 139510 members 
Entering Unmasked Estep 
Score: -22826500.000000 Penalty: 5965.418945
	Iteration 8F: 3 clusters Score -2.28265e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 149361 members 
Entering Unmasked Estep 
Score: -22835460.000000 Penalty: 5965.418945
	Iteration 9F: 3 clusters Score -2.283546e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 156219 members 
Entering Unmasked Estep 
Score: -22841492.000000 Penalty: 5965.418945
	Iteration 10Q: 3 clusters Score -2.284149e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 160579 members 
Entering Unmasked Estep 
Score: -22845098.000000 Penalty: 5965.418945
	Iteration 11Q: 3 clusters Score -2.28451e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 163284 members 
Entering Unmasked Estep 
Score: -22847330.000000 Penalty: 5965.418945
	Iteration 12Q: 3 clusters Score -2.284733e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 164880 members 
Entering Unmasked Estep 
Score: -22848626.000000 Penalty: 5965.418945
	Iteration 13Q: 3 clusters Score -2.284863e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 165742 members 
Entering Unmasked Estep 
Score: -22849276.000000 Penalty: 5965.418945
	Iteration 14Q: 3 clusters Score -2.284928e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 166195 members 
Entering Unmasked Estep 
Score: -22849540.000000 Penalty: 5965.418945
	Iteration 15Q: 3 clusters Score -2.284954e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 166453 members 
Entering Unmasked Estep 
Score: -22849776.000000 Penalty: 5965.418945
	Iteration 16Q: 3 clusters Score -2.284978e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 166586 members 
Entering Unmasked Estep 
Score: -22849938.000000 Penalty: 5965.418945
	Iteration 17Q: 3 clusters Score -2.284994e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 166650 members 
Entering Unmasked Estep 
Score: -22849978.000000 Penalty: 5965.418945
	Iteration 18Q: 3 clusters Score -2.284998e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 166696 members 
Entering Unmasked Estep 
Score: -22850026.000000 Penalty: 5965.418945
	Iteration 19Q: 3 clusters Score -2.285003e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 166730 members 
Entering Unmasked Estep 
Score: -22850068.000000 Penalty: 5965.418945
	Iteration 20F: 3 clusters Score -2.285007e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 166755 members 
Entering Unmasked Estep 
Score: -22850082.000000 Penalty: 5965.418945
	Iteration 21Q: 3 clusters Score -2.285008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 166771 members 
Entering Unmasked Estep 
Score: -22850074.000000 Penalty: 5965.418945
	Iteration 22Q: 3 clusters Score -2.285007e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 166778 members 
Entering Unmasked Estep 
Score: -22850088.000000 Penalty: 5965.418945
	Iteration 23Q: 3 clusters Score -2.285009e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 166784 members 
Entering Unmasked Estep 
Score: -22850106.000000 Penalty: 5965.418945
	Iteration 24Q: 3 clusters Score -2.285011e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 166795 members 
Entering Unmasked Estep 
Score: -22850114.000000 Penalty: 5965.418945
	Iteration 25Q: 3 clusters Score -2.285011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 166801 members 
Entering Unmasked Estep 
Score: -22850134.000000 Penalty: 5965.418945
	Iteration 26Q: 3 clusters Score -2.285013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 166808 members 
Entering Unmasked Estep 
Score: -22850134.000000 Penalty: 5965.418945
	Iteration 27Q: 3 clusters Score -2.285013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 166811 members 
Entering Unmasked Estep 
Score: -22850152.000000 Penalty: 5965.418945
	Iteration 28Q: 3 clusters Score -2.285015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 166815 members 
Entering Unmasked Estep 
Score: -22850134.000000 Penalty: 5965.418945
	Iteration 29Q: 3 clusters Score -2.285013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 166819 members 
Entering Unmasked Estep 
Score: -22850152.000000 Penalty: 5965.418945
	Iteration 30Q: 3 clusters Score -2.285015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 166824 members 
Entering Unmasked Estep 
Score: -22850150.000000 Penalty: 5965.418945
	Iteration 31Q: 3 clusters Score -2.285015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 166833 members 
Entering Unmasked Estep 
Score: -22850174.000000 Penalty: 5965.418945
	Iteration 32Q: 3 clusters Score -2.285017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 166835 members 
Entering Unmasked Estep 
Score: -22850194.000000 Penalty: 5965.418945
	Iteration 33Q: 3 clusters Score -2.285019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 166835 members 
Entering Unmasked Estep 
Score: -22850214.000000 Penalty: 5965.418945
	Iteration 34Q: 3 clusters Score -2.285021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 166837 members 
Entering Unmasked Estep 
Score: -22850208.000000 Penalty: 5965.418945
	Iteration 35Q: 3 clusters Score -2.285021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 166837 members 
Entering Unmasked Estep 
Score: -22850212.000000 Penalty: 5965.418945
	Iteration 36Q: 3 clusters Score -2.285021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 166839 members 
Entering Unmasked Estep 
Score: -22850210.000000 Penalty: 5965.418945
	Iteration 37Q: 3 clusters Score -2.285021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 166844 members 
Entering Unmasked Estep 
Score: -22850216.000000 Penalty: 5965.418945
	Iteration 38Q: 3 clusters Score -2.285022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 166848 members 
Entering Unmasked Estep 
Score: -22850220.000000 Penalty: 5965.418945
	Iteration 39Q: 3 clusters Score -2.285022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 166851 members 
Entering Unmasked Estep 
Score: -22850222.000000 Penalty: 5965.418945
	Iteration 40F: 3 clusters Score -2.285022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 166853 members 
Entering Unmasked Estep 
Score: -22850230.000000 Penalty: 5965.418945
	Iteration 41Q: 3 clusters Score -2.285023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 166854 members 
Entering Unmasked Estep 
Score: -22850244.000000 Penalty: 5965.418945
	Iteration 42Q: 3 clusters Score -2.285024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 166853 members 
Entering Unmasked Estep 
Score: -22850232.000000 Penalty: 5965.418945
	Iteration 43Q: 3 clusters Score -2.285023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 166853 members 
Entering Unmasked Estep 
Score: -22850232.000000 Penalty: 5965.418945
	Iteration 44F: 3 clusters Score -2.285023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Entering Unmasked Estep 
Score: -446574.812500 Penalty: 2044.138184
	Iteration 0F: 2 clusters Score -446574.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -442846.406250 Penalty: 4088.276367
	Iteration 0F: 3 clusters Score -442846.4 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -443867.093750 Penalty: 4088.276367
	Iteration 1F: 3 clusters Score -443867.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -444204.812500 Penalty: 4088.276367
	Iteration 2F: 3 clusters Score -444204.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -444429.500000 Penalty: 4088.276367
	Iteration 3F: 3 clusters Score -444429.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -444608.406250 Penalty: 4088.276367
	Iteration 4F: 3 clusters Score -444608.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -444726.531250 Penalty: 4088.276367
	Iteration 5Q: 3 clusters Score -444726.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -444810.468750 Penalty: 4088.276367
	Iteration 6Q: 3 clusters Score -444810.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -444881.718750 Penalty: 4088.276367
	Iteration 7Q: 3 clusters Score -444881.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -444929.093750 Penalty: 4088.276367
	Iteration 8Q: 3 clusters Score -444929.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -444967.718750 Penalty: 4088.276367
	Iteration 9Q: 3 clusters Score -444967.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -445004.625000 Penalty: 4088.276367
	Iteration 10Q: 3 clusters Score -445004.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -445043.031250 Penalty: 4088.276367
	Iteration 11Q: 3 clusters Score -445043 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -445090.031250 Penalty: 4088.276367
	Iteration 12Q: 3 clusters Score -445090 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -445130.656250 Penalty: 4088.276367
	Iteration 13Q: 3 clusters Score -445130.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -445167.843750 Penalty: 4088.276367
	Iteration 14Q: 3 clusters Score -445167.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -445195.750000 Penalty: 4088.276367
	Iteration 15Q: 3 clusters Score -445195.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -445229.375000 Penalty: 4088.276367
	Iteration 16Q: 3 clusters Score -445229.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -445249.125000 Penalty: 4088.276367
	Iteration 17Q: 3 clusters Score -445249.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -445261.812500 Penalty: 4088.276367
	Iteration 18Q: 3 clusters Score -445261.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -445275.593750 Penalty: 4088.276367
	Iteration 19Q: 3 clusters Score -445275.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -445290.125000 Penalty: 4088.276367
	Iteration 20F: 3 clusters Score -445290.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -445304.656250 Penalty: 4088.276367
	Iteration 21Q: 3 clusters Score -445304.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -445315.562500 Penalty: 4088.276367
	Iteration 22Q: 3 clusters Score -445315.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -445320.312500 Penalty: 4088.276367
	Iteration 23Q: 3 clusters Score -445320.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -445326.656250 Penalty: 4088.276367
	Iteration 24Q: 3 clusters Score -445326.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -445331.437500 Penalty: 4088.276367
	Iteration 25Q: 3 clusters Score -445331.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -445335.781250 Penalty: 4088.276367
	Iteration 26Q: 3 clusters Score -445335.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -445339.718750 Penalty: 4088.276367
	Iteration 27Q: 3 clusters Score -445339.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -445345.968750 Penalty: 4088.276367
	Iteration 28Q: 3 clusters Score -445346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -445347.343750 Penalty: 4088.276367
	Iteration 29Q: 3 clusters Score -445347.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -445347.968750 Penalty: 4088.276367
	Iteration 30Q: 3 clusters Score -445348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -445347.968750 Penalty: 4088.276367
	Iteration 31F: 3 clusters Score -445348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Entering Unmasked Estep 
Score: -813876.000000 Penalty: 2169.618896
	Iteration 0F: 2 clusters Score -813876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -808546.875000 Penalty: 4339.237793
	Iteration 0F: 3 clusters Score -808546.9 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -810000.000000 Penalty: 4339.237793
	Iteration 1F: 3 clusters Score -810000 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -810256.062500 Penalty: 4339.237793
	Iteration 2F: 3 clusters Score -810256.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -810427.500000 Penalty: 4339.237793
	Iteration 3F: 3 clusters Score -810427.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -810542.937500 Penalty: 4339.237793
	Iteration 4Q: 3 clusters Score -810542.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -810615.125000 Penalty: 4339.237793
	Iteration 5Q: 3 clusters Score -810615.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -810671.187500 Penalty: 4339.237793
	Iteration 6Q: 3 clusters Score -810671.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -810711.437500 Penalty: 4339.237793
	Iteration 7Q: 3 clusters Score -810711.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -810741.750000 Penalty: 4339.237793
	Iteration 8Q: 3 clusters Score -810741.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -810779.312500 Penalty: 4339.237793
	Iteration 9Q: 3 clusters Score -810779.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -810806.625000 Penalty: 4339.237793
	Iteration 10Q: 3 clusters Score -810806.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -810833.437500 Penalty: 4339.237793
	Iteration 11Q: 3 clusters Score -810833.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -810856.625000 Penalty: 4339.237793
	Iteration 12Q: 3 clusters Score -810856.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -810876.000000 Penalty: 4339.237793
	Iteration 13Q: 3 clusters Score -810876 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -810894.750000 Penalty: 4339.237793
	Iteration 14Q: 3 clusters Score -810894.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -810907.750000 Penalty: 4339.237793
	Iteration 15Q: 3 clusters Score -810907.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -810920.500000 Penalty: 4339.237793
	Iteration 16Q: 3 clusters Score -810920.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -810935.125000 Penalty: 4339.237793
	Iteration 17Q: 3 clusters Score -810935.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -810955.375000 Penalty: 4339.237793
	Iteration 18Q: 3 clusters Score -810955.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -810968.437500 Penalty: 4339.237793
	Iteration 19Q: 3 clusters Score -810968.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -810984.875000 Penalty: 4339.237793
	Iteration 20F: 3 clusters Score -810984.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -811004.687500 Penalty: 4339.237793
	Iteration 21Q: 3 clusters Score -811004.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -811025.937500 Penalty: 4339.237793
	Iteration 22Q: 3 clusters Score -811025.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -811048.750000 Penalty: 4339.237793
	Iteration 23Q: 3 clusters Score -811048.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -811081.062500 Penalty: 4339.237793
	Iteration 24Q: 3 clusters Score -811081.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -811122.750000 Penalty: 4339.237793
	Iteration 25Q: 3 clusters Score -811122.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -811164.812500 Penalty: 4339.237793
	Iteration 26Q: 3 clusters Score -811164.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -811210.625000 Penalty: 4339.237793
	Iteration 27Q: 3 clusters Score -811210.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -811262.500000 Penalty: 4339.237793
	Iteration 28Q: 3 clusters Score -811262.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -811329.000000 Penalty: 4339.237793
	Iteration 29Q: 3 clusters Score -811329 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -811396.875000 Penalty: 4339.237793
	Iteration 30Q: 3 clusters Score -811396.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -811459.250000 Penalty: 4339.237793
	Iteration 31Q: 3 clusters Score -811459.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -811520.937500 Penalty: 4339.237793
	Iteration 32Q: 3 clusters Score -811520.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -811585.812500 Penalty: 4339.237793
	Iteration 33Q: 3 clusters Score -811585.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -811669.000000 Penalty: 4339.237793
	Iteration 34Q: 3 clusters Score -811669 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -811749.437500 Penalty: 4339.237793
	Iteration 35Q: 3 clusters Score -811749.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -811839.062500 Penalty: 4339.237793
	Iteration 36Q: 3 clusters Score -811839.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -811897.875000 Penalty: 4339.237793
	Iteration 37Q: 3 clusters Score -811897.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -811955.125000 Penalty: 4339.237793
	Iteration 38Q: 3 clusters Score -811955.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -812005.625000 Penalty: 4339.237793
	Iteration 39Q: 3 clusters Score -812005.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -812060.312500 Penalty: 4339.237793
	Iteration 40F: 3 clusters Score -812060.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -812101.062500 Penalty: 4339.237793
	Iteration 41Q: 3 clusters Score -812101.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -812134.125000 Penalty: 4339.237793
	Iteration 42Q: 3 clusters Score -812134.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -812168.000000 Penalty: 4339.237793
	Iteration 43Q: 3 clusters Score -812168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -812188.062500 Penalty: 4339.237793
	Iteration 44Q: 3 clusters Score -812188.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -812201.000000 Penalty: 4339.237793
	Iteration 45Q: 3 clusters Score -812201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -812209.437500 Penalty: 4339.237793
	Iteration 46Q: 3 clusters Score -812209.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -812215.687500 Penalty: 4339.237793
	Iteration 47Q: 3 clusters Score -812215.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -812218.312500 Penalty: 4339.237793
	Iteration 48Q: 3 clusters Score -812218.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -812223.687500 Penalty: 4339.237793
	Iteration 49Q: 3 clusters Score -812223.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -812224.812500 Penalty: 4339.237793
	Iteration 50Q: 3 clusters Score -812224.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -812228.687500 Penalty: 4339.237793
	Iteration 51Q: 3 clusters Score -812228.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -812229.812500 Penalty: 4339.237793
	Iteration 52Q: 3 clusters Score -812229.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -812232.875000 Penalty: 4339.237793
	Iteration 53Q: 3 clusters Score -812232.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -812235.687500 Penalty: 4339.237793
	Iteration 54Q: 3 clusters Score -812235.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -812237.062500 Penalty: 4339.237793
	Iteration 55Q: 3 clusters Score -812237.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -812239.187500 Penalty: 4339.237793
	Iteration 56Q: 3 clusters Score -812239.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -812239.562500 Penalty: 4339.237793
	Iteration 57Q: 3 clusters Score -812239.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -812239.937500 Penalty: 4339.237793
	Iteration 58Q: 3 clusters Score -812239.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -812239.937500 Penalty: 4339.237793
	Iteration 59F: 3 clusters Score -812239.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Entering Unmasked Estep 
Score: -1744900.375000 Penalty: 2361.148926
	Iteration 0F: 2 clusters Score -1744900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1734946.250000 Penalty: 4722.297852
	Iteration 0F: 3 clusters Score -1734946 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1738366.750000 Penalty: 4722.297852
	Iteration 1F: 3 clusters Score -1738367 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1739169.875000 Penalty: 4722.297852
	Iteration 2F: 3 clusters Score -1739170 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1740100.625000 Penalty: 4722.297852
	Iteration 3F: 3 clusters Score -1740101 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1741096.250000 Penalty: 4722.297852
	Iteration 4F: 3 clusters Score -1741096 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1742033.250000 Penalty: 4722.297852
	Iteration 5F: 3 clusters Score -1742033 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1742813.250000 Penalty: 4722.297852
	Iteration 6F: 3 clusters Score -1742813 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1743438.000000 Penalty: 4722.297852
	Iteration 7F: 3 clusters Score -1743438 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1743824.500000 Penalty: 4722.297852
	Iteration 8Q: 3 clusters Score -1743824 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1744068.500000 Penalty: 4722.297852
	Iteration 9Q: 3 clusters Score -1744068 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1744251.875000 Penalty: 4722.297852
	Iteration 10Q: 3 clusters Score -1744252 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1744373.875000 Penalty: 4722.297852
	Iteration 11Q: 3 clusters Score -1744374 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1744450.375000 Penalty: 4722.297852
	Iteration 12Q: 3 clusters Score -1744450 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1744496.750000 Penalty: 4722.297852
	Iteration 13Q: 3 clusters Score -1744497 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1744532.875000 Penalty: 4722.297852
	Iteration 14Q: 3 clusters Score -1744533 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1744542.000000 Penalty: 4722.297852
	Iteration 15Q: 3 clusters Score -1744542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1744548.500000 Penalty: 4722.297852
	Iteration 16Q: 3 clusters Score -1744548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1744553.250000 Penalty: 4722.297852
	Iteration 17Q: 3 clusters Score -1744553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1744556.875000 Penalty: 4722.297852
	Iteration 18Q: 3 clusters Score -1744557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1744561.250000 Penalty: 4722.297852
	Iteration 19Q: 3 clusters Score -1744561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1744562.125000 Penalty: 4722.297852
	Iteration 20F: 3 clusters Score -1744562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1744564.125000 Penalty: 4722.297852
	Iteration 21Q: 3 clusters Score -1744564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1744565.500000 Penalty: 4722.297852
	Iteration 22Q: 3 clusters Score -1744566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1744567.000000 Penalty: 4722.297852
	Iteration 23Q: 3 clusters Score -1744567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1744570.500000 Penalty: 4722.297852
	Iteration 24Q: 3 clusters Score -1744570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1744570.500000 Penalty: 4722.297852
	Iteration 25Q: 3 clusters Score -1744570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1744569.375000 Penalty: 4722.297852
	Iteration 26Q: 3 clusters Score -1744569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1744570.875000 Penalty: 4722.297852
	Iteration 27Q: 3 clusters Score -1744571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1744572.250000 Penalty: 4722.297852
	Iteration 28Q: 3 clusters Score -1744572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1744572.250000 Penalty: 4722.297852
	Iteration 29F: 3 clusters Score -1744572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Entering Unmasked Estep 
Score: -992472.500000 Penalty: 2232.517334
	Iteration 0F: 2 clusters Score -992472.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -986000.625000 Penalty: 4465.034668
	Iteration 0F: 3 clusters Score -986000.6 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -988322.562500 Penalty: 4465.034668
	Iteration 1F: 3 clusters Score -988322.6 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -989005.625000 Penalty: 4465.034668
	Iteration 2F: 3 clusters Score -989005.6 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -989637.375000 Penalty: 4465.034668
	Iteration 3F: 3 clusters Score -989637.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -990117.312500 Penalty: 4465.034668
	Iteration 4F: 3 clusters Score -990117.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -990429.625000 Penalty: 4465.034668
	Iteration 5F: 3 clusters Score -990429.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -990641.750000 Penalty: 4465.034668
	Iteration 6Q: 3 clusters Score -990641.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -990797.062500 Penalty: 4465.034668
	Iteration 7Q: 3 clusters Score -990797.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -990898.875000 Penalty: 4465.034668
	Iteration 8Q: 3 clusters Score -990898.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -990974.500000 Penalty: 4465.034668
	Iteration 9Q: 3 clusters Score -990974.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -991030.125000 Penalty: 4465.034668
	Iteration 10Q: 3 clusters Score -991030.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -991074.875000 Penalty: 4465.034668
	Iteration 11Q: 3 clusters Score -991074.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -991103.125000 Penalty: 4465.034668
	Iteration 12Q: 3 clusters Score -991103.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -991122.937500 Penalty: 4465.034668
	Iteration 13Q: 3 clusters Score -991122.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -991137.937500 Penalty: 4465.034668
	Iteration 14Q: 3 clusters Score -991137.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -991151.750000 Penalty: 4465.034668
	Iteration 15Q: 3 clusters Score -991151.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -991167.187500 Penalty: 4465.034668
	Iteration 16Q: 3 clusters Score -991167.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -991177.125000 Penalty: 4465.034668
	Iteration 17Q: 3 clusters Score -991177.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -991181.625000 Penalty: 4465.034668
	Iteration 18Q: 3 clusters Score -991181.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -991187.500000 Penalty: 4465.034668
	Iteration 19Q: 3 clusters Score -991187.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -991191.937500 Penalty: 4465.034668
	Iteration 20F: 3 clusters Score -991191.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -991196.437500 Penalty: 4465.034668
	Iteration 21Q: 3 clusters Score -991196.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -991204.125000 Penalty: 4465.034668
	Iteration 22Q: 3 clusters Score -991204.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -991208.187500 Penalty: 4465.034668
	Iteration 23Q: 3 clusters Score -991208.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -991208.312500 Penalty: 4465.034668
	Iteration 24Q: 3 clusters Score -991208.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -991217.250000 Penalty: 4465.034668
	Iteration 25Q: 3 clusters Score -991217.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -991218.500000 Penalty: 4465.034668
	Iteration 26Q: 3 clusters Score -991218.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -991222.625000 Penalty: 4465.034668
	Iteration 27Q: 3 clusters Score -991222.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -991221.750000 Penalty: 4465.034668
	Iteration 28Q: 3 clusters Score -991221.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -991225.062500 Penalty: 4465.034668
	Iteration 29Q: 3 clusters Score -991225.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -991226.125000 Penalty: 4465.034668
	Iteration 30Q: 3 clusters Score -991226.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -991228.125000 Penalty: 4465.034668
	Iteration 31Q: 3 clusters Score -991228.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -991231.812500 Penalty: 4465.034668
	Iteration 32Q: 3 clusters Score -991231.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -991234.437500 Penalty: 4465.034668
	Iteration 33Q: 3 clusters Score -991234.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -991239.187500 Penalty: 4465.034668
	Iteration 34Q: 3 clusters Score -991239.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -991246.562500 Penalty: 4465.034668
	Iteration 35Q: 3 clusters Score -991246.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -991251.062500 Penalty: 4465.034668
	Iteration 36Q: 3 clusters Score -991251.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -991251.062500 Penalty: 4465.034668
	Iteration 37Q: 3 clusters Score -991251.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -991254.312500 Penalty: 4465.034668
	Iteration 38Q: 3 clusters Score -991254.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -991255.687500 Penalty: 4465.034668
	Iteration 39Q: 3 clusters Score -991255.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -991256.312500 Penalty: 4465.034668
	Iteration 40F: 3 clusters Score -991256.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -991255.750000 Penalty: 4465.034668
	Iteration 41Q: 3 clusters Score -991255.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -991258.000000 Penalty: 4465.034668
	Iteration 42Q: 3 clusters Score -991258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -991259.750000 Penalty: 4465.034668
	Iteration 43Q: 3 clusters Score -991259.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -991258.312500 Penalty: 4465.034668
	Iteration 44Q: 3 clusters Score -991258.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -991261.125000 Penalty: 4465.034668
	Iteration 45Q: 3 clusters Score -991261.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -991263.437500 Penalty: 4465.034668
	Iteration 46Q: 3 clusters Score -991263.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -991264.562500 Penalty: 4465.034668
	Iteration 47Q: 3 clusters Score -991264.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -991267.687500 Penalty: 4465.034668
	Iteration 48Q: 3 clusters Score -991267.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -991268.625000 Penalty: 4465.034668
	Iteration 49Q: 3 clusters Score -991268.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -991271.937500 Penalty: 4465.034668
	Iteration 50Q: 3 clusters Score -991271.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -991271.312500 Penalty: 4465.034668
	Iteration 51Q: 3 clusters Score -991271.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -991272.500000 Penalty: 4465.034668
	Iteration 52Q: 3 clusters Score -991272.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -991277.312500 Penalty: 4465.034668
	Iteration 53Q: 3 clusters Score -991277.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -991278.062500 Penalty: 4465.034668
	Iteration 54Q: 3 clusters Score -991278.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -991281.125000 Penalty: 4465.034668
	Iteration 55Q: 3 clusters Score -991281.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -991285.562500 Penalty: 4465.034668
	Iteration 56Q: 3 clusters Score -991285.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -991290.062500 Penalty: 4465.034668
	Iteration 57Q: 3 clusters Score -991290.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -991295.187500 Penalty: 4465.034668
	Iteration 58Q: 3 clusters Score -991295.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -991299.687500 Penalty: 4465.034668
	Iteration 59Q: 3 clusters Score -991299.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -991305.250000 Penalty: 4465.034668
	Iteration 60F: 3 clusters Score -991305.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -991309.625000 Penalty: 4465.034668
	Iteration 61Q: 3 clusters Score -991309.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -991313.312500 Penalty: 4465.034668
	Iteration 62Q: 3 clusters Score -991313.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -991317.875000 Penalty: 4465.034668
	Iteration 63Q: 3 clusters Score -991317.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -991328.562500 Penalty: 4465.034668
	Iteration 64Q: 3 clusters Score -991328.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -991331.750000 Penalty: 4465.034668
	Iteration 65Q: 3 clusters Score -991331.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -991333.562500 Penalty: 4465.034668
	Iteration 66Q: 3 clusters Score -991333.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -991338.687500 Penalty: 4465.034668
	Iteration 67Q: 3 clusters Score -991338.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -991342.500000 Penalty: 4465.034668
	Iteration 68Q: 3 clusters Score -991342.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -991344.187500 Penalty: 4465.034668
	Iteration 69Q: 3 clusters Score -991344.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -991347.937500 Penalty: 4465.034668
	Iteration 70Q: 3 clusters Score -991347.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -991355.437500 Penalty: 4465.034668
	Iteration 71Q: 3 clusters Score -991355.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -991362.062500 Penalty: 4465.034668
	Iteration 72Q: 3 clusters Score -991362.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -991371.312500 Penalty: 4465.034668
	Iteration 73Q: 3 clusters Score -991371.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -991377.812500 Penalty: 4465.034668
	Iteration 74Q: 3 clusters Score -991377.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -991384.812500 Penalty: 4465.034668
	Iteration 75Q: 3 clusters Score -991384.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -991389.500000 Penalty: 4465.034668
	Iteration 76Q: 3 clusters Score -991389.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -991393.750000 Penalty: 4465.034668
	Iteration 77Q: 3 clusters Score -991393.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -991397.562500 Penalty: 4465.034668
	Iteration 78Q: 3 clusters Score -991397.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -991407.312500 Penalty: 4465.034668
	Iteration 79Q: 3 clusters Score -991407.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -991419.375000 Penalty: 4465.034668
	Iteration 80F: 3 clusters Score -991419.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -991436.312500 Penalty: 4465.034668
	Iteration 81Q: 3 clusters Score -991436.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -991456.312500 Penalty: 4465.034668
	Iteration 82Q: 3 clusters Score -991456.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -991474.625000 Penalty: 4465.034668
	Iteration 83Q: 3 clusters Score -991474.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -991488.875000 Penalty: 4465.034668
	Iteration 84Q: 3 clusters Score -991488.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -991505.875000 Penalty: 4465.034668
	Iteration 85Q: 3 clusters Score -991505.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -991520.375000 Penalty: 4465.034668
	Iteration 86Q: 3 clusters Score -991520.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -991553.250000 Penalty: 4465.034668
	Iteration 87Q: 3 clusters Score -991553.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -991583.875000 Penalty: 4465.034668
	Iteration 88Q: 3 clusters Score -991583.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -991606.812500 Penalty: 4465.034668
	Iteration 89Q: 3 clusters Score -991606.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -991621.812500 Penalty: 4465.034668
	Iteration 90Q: 3 clusters Score -991621.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -991634.687500 Penalty: 4465.034668
	Iteration 91Q: 3 clusters Score -991634.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -991643.500000 Penalty: 4465.034668
	Iteration 92Q: 3 clusters Score -991643.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -991652.750000 Penalty: 4465.034668
	Iteration 93Q: 3 clusters Score -991652.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -991669.437500 Penalty: 4465.034668
	Iteration 94Q: 3 clusters Score -991669.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -991681.625000 Penalty: 4465.034668
	Iteration 95Q: 3 clusters Score -991681.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -991689.625000 Penalty: 4465.034668
	Iteration 96Q: 3 clusters Score -991689.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -991703.187500 Penalty: 4465.034668
	Iteration 97Q: 3 clusters Score -991703.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -991706.062500 Penalty: 4465.034668
	Iteration 98Q: 3 clusters Score -991706.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -991709.937500 Penalty: 4465.034668
	Iteration 99Q: 3 clusters Score -991709.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -991716.937500 Penalty: 4465.034668
	Iteration 100F: 3 clusters Score -991716.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -991725.187500 Penalty: 4465.034668
	Iteration 101Q: 3 clusters Score -991725.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -991728.625000 Penalty: 4465.034668
	Iteration 102Q: 3 clusters Score -991728.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -991731.375000 Penalty: 4465.034668
	Iteration 103Q: 3 clusters Score -991731.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -991734.812500 Penalty: 4465.034668
	Iteration 104Q: 3 clusters Score -991734.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -991736.625000 Penalty: 4465.034668
	Iteration 105Q: 3 clusters Score -991736.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -991741.187500 Penalty: 4465.034668
	Iteration 106Q: 3 clusters Score -991741.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -991739.375000 Penalty: 4465.034668
	Iteration 107Q: 3 clusters Score -991739.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -991743.687500 Penalty: 4465.034668
	Iteration 108Q: 3 clusters Score -991743.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -991746.437500 Penalty: 4465.034668
	Iteration 109Q: 3 clusters Score -991746.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -991747.312500 Penalty: 4465.034668
	Iteration 110Q: 3 clusters Score -991747.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -991747.937500 Penalty: 4465.034668
	Iteration 111Q: 3 clusters Score -991747.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -991755.687500 Penalty: 4465.034668
	Iteration 112Q: 3 clusters Score -991755.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -991766.187500 Penalty: 4465.034668
	Iteration 113Q: 3 clusters Score -991766.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -991773.125000 Penalty: 4465.034668
	Iteration 114Q: 3 clusters Score -991773.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -991782.562500 Penalty: 4465.034668
	Iteration 115Q: 3 clusters Score -991782.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -991791.500000 Penalty: 4465.034668
	Iteration 116Q: 3 clusters Score -991791.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -991795.562500 Penalty: 4465.034668
	Iteration 117Q: 3 clusters Score -991795.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -991797.937500 Penalty: 4465.034668
	Iteration 118Q: 3 clusters Score -991797.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -991801.687500 Penalty: 4465.034668
	Iteration 119Q: 3 clusters Score -991801.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -991802.937500 Penalty: 4465.034668
	Iteration 120F: 3 clusters Score -991802.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -991806.187500 Penalty: 4465.034668
	Iteration 121Q: 3 clusters Score -991806.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -991806.375000 Penalty: 4465.034668
	Iteration 122Q: 3 clusters Score -991806.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -991806.062500 Penalty: 4465.034668
	Iteration 123Q: 3 clusters Score -991806.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -991806.375000 Penalty: 4465.034668
	Iteration 124Q: 3 clusters Score -991806.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -991806.375000 Penalty: 4465.034668
	Iteration 125F: 3 clusters Score -991806.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Entering Unmasked Estep 
Score: -1560621.750000 Penalty: 2317.549561
	Iteration 0F: 2 clusters Score -1560622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1552063.500000 Penalty: 4635.099121
	Iteration 0F: 3 clusters Score -1552064 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1554644.500000 Penalty: 4635.099121
	Iteration 1F: 3 clusters Score -1554644 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1555118.500000 Penalty: 4635.099121
	Iteration 2F: 3 clusters Score -1555118 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1555502.125000 Penalty: 4635.099121
	Iteration 3F: 3 clusters Score -1555502 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1555829.625000 Penalty: 4635.099121
	Iteration 4F: 3 clusters Score -1555830 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1556150.625000 Penalty: 4635.099121
	Iteration 5F: 3 clusters Score -1556151 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1556488.250000 Penalty: 4635.099121
	Iteration 6Q: 3 clusters Score -1556488 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1556871.375000 Penalty: 4635.099121
	Iteration 7Q: 3 clusters Score -1556871 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1557243.500000 Penalty: 4635.099121
	Iteration 8Q: 3 clusters Score -1557244 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1557570.125000 Penalty: 4635.099121
	Iteration 9Q: 3 clusters Score -1557570 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1557863.125000 Penalty: 4635.099121
	Iteration 10Q: 3 clusters Score -1557863 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1558152.875000 Penalty: 4635.099121
	Iteration 11Q: 3 clusters Score -1558153 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1558375.125000 Penalty: 4635.099121
	Iteration 12Q: 3 clusters Score -1558375 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1558561.375000 Penalty: 4635.099121
	Iteration 13Q: 3 clusters Score -1558561 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1558703.000000 Penalty: 4635.099121
	Iteration 14Q: 3 clusters Score -1558703 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1558792.250000 Penalty: 4635.099121
	Iteration 15Q: 3 clusters Score -1558792 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1558869.875000 Penalty: 4635.099121
	Iteration 16Q: 3 clusters Score -1558870 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1558937.625000 Penalty: 4635.099121
	Iteration 17Q: 3 clusters Score -1558938 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1558997.000000 Penalty: 4635.099121
	Iteration 18Q: 3 clusters Score -1558997 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1559034.250000 Penalty: 4635.099121
	Iteration 19Q: 3 clusters Score -1559034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1559072.375000 Penalty: 4635.099121
	Iteration 20F: 3 clusters Score -1559072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1559097.000000 Penalty: 4635.099121
	Iteration 21Q: 3 clusters Score -1559097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1559115.875000 Penalty: 4635.099121
	Iteration 22Q: 3 clusters Score -1559116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1559127.500000 Penalty: 4635.099121
	Iteration 23Q: 3 clusters Score -1559128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1559133.375000 Penalty: 4635.099121
	Iteration 24Q: 3 clusters Score -1559133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1559136.375000 Penalty: 4635.099121
	Iteration 25Q: 3 clusters Score -1559136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1559137.750000 Penalty: 4635.099121
	Iteration 26Q: 3 clusters Score -1559138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1559140.125000 Penalty: 4635.099121
	Iteration 27Q: 3 clusters Score -1559140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1559142.375000 Penalty: 4635.099121
	Iteration 28Q: 3 clusters Score -1559142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1559142.375000 Penalty: 4635.099121
	Iteration 29F: 3 clusters Score -1559142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -108190.882812 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -108190.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -106387.148438 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -106387.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -106653.437500 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -106653.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -106746.328125 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -106746.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -106798.531250 Penalty: 3338.584961
	Iteration 3Q: 3 clusters Score -106798.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -106876.546875 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -106876.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -106938.875000 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -106938.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -106995.023438 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -106995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -107036.835938 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -107036.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -107078.398438 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -107078.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -107143.421875 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -107143.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -107263.312500 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -107263.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -107382.390625 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -107382.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -107517.718750 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -107517.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -107646.304688 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -107646.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -107751.710938 Penalty: 3338.584961
	Iteration 14Q: 3 clusters Score -107751.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -107787.914062 Penalty: 3338.584961
	Iteration 15Q: 3 clusters Score -107787.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -107803.820312 Penalty: 3338.584961
	Iteration 16Q: 3 clusters Score -107803.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -107804.960938 Penalty: 3338.584961
	Iteration 17Q: 3 clusters Score -107805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -107804.960938 Penalty: 3338.584961
	Iteration 18F: 3 clusters Score -107805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Entering Unmasked Estep 
Score: -1920975.500000 Penalty: 2382.594482
	Iteration 0F: 2 clusters Score -1920976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1910192.000000 Penalty: 4765.188965
	Iteration 0F: 3 clusters Score -1910192 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1913773.250000 Penalty: 4765.188965
	Iteration 1F: 3 clusters Score -1913773 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1914315.625000 Penalty: 4765.188965
	Iteration 2F: 3 clusters Score -1914316 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1914784.375000 Penalty: 4765.188965
	Iteration 3F: 3 clusters Score -1914784 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1915236.125000 Penalty: 4765.188965
	Iteration 4F: 3 clusters Score -1915236 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1915702.500000 Penalty: 4765.188965
	Iteration 5F: 3 clusters Score -1915702 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1916180.625000 Penalty: 4765.188965
	Iteration 6F: 3 clusters Score -1916181 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1916622.375000 Penalty: 4765.188965
	Iteration 7Q: 3 clusters Score -1916622 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1917062.500000 Penalty: 4765.188965
	Iteration 8Q: 3 clusters Score -1917062 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1917433.375000 Penalty: 4765.188965
	Iteration 9Q: 3 clusters Score -1917433 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1917774.375000 Penalty: 4765.188965
	Iteration 10Q: 3 clusters Score -1917774 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1918037.500000 Penalty: 4765.188965
	Iteration 11Q: 3 clusters Score -1918038 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1918240.000000 Penalty: 4765.188965
	Iteration 12Q: 3 clusters Score -1918240 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1918414.750000 Penalty: 4765.188965
	Iteration 13Q: 3 clusters Score -1918415 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1918558.500000 Penalty: 4765.188965
	Iteration 14Q: 3 clusters Score -1918558 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1918669.375000 Penalty: 4765.188965
	Iteration 15Q: 3 clusters Score -1918669 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1918760.500000 Penalty: 4765.188965
	Iteration 16Q: 3 clusters Score -1918760 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1918832.000000 Penalty: 4765.188965
	Iteration 17Q: 3 clusters Score -1918832 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1918894.875000 Penalty: 4765.188965
	Iteration 18Q: 3 clusters Score -1918895 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1918950.250000 Penalty: 4765.188965
	Iteration 19Q: 3 clusters Score -1918950 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1918998.125000 Penalty: 4765.188965
	Iteration 20F: 3 clusters Score -1918998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1919036.250000 Penalty: 4765.188965
	Iteration 21Q: 3 clusters Score -1919036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1919061.750000 Penalty: 4765.188965
	Iteration 22Q: 3 clusters Score -1919062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1919074.500000 Penalty: 4765.188965
	Iteration 23Q: 3 clusters Score -1919074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1919084.625000 Penalty: 4765.188965
	Iteration 24Q: 3 clusters Score -1919085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1919092.375000 Penalty: 4765.188965
	Iteration 25Q: 3 clusters Score -1919092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1919100.375000 Penalty: 4765.188965
	Iteration 26Q: 3 clusters Score -1919100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1919110.875000 Penalty: 4765.188965
	Iteration 27Q: 3 clusters Score -1919111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1919112.500000 Penalty: 4765.188965
	Iteration 28Q: 3 clusters Score -1919112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1919117.875000 Penalty: 4765.188965
	Iteration 29Q: 3 clusters Score -1919118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1919122.750000 Penalty: 4765.188965
	Iteration 30Q: 3 clusters Score -1919123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1919124.875000 Penalty: 4765.188965
	Iteration 31Q: 3 clusters Score -1919125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1919134.500000 Penalty: 4765.188965
	Iteration 32Q: 3 clusters Score -1919134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1919146.375000 Penalty: 4765.188965
	Iteration 33Q: 3 clusters Score -1919146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1919153.500000 Penalty: 4765.188965
	Iteration 34Q: 3 clusters Score -1919154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1919154.750000 Penalty: 4765.188965
	Iteration 35Q: 3 clusters Score -1919155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1919166.375000 Penalty: 4765.188965
	Iteration 36Q: 3 clusters Score -1919166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1919172.000000 Penalty: 4765.188965
	Iteration 37Q: 3 clusters Score -1919172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1919172.250000 Penalty: 4765.188965
	Iteration 38Q: 3 clusters Score -1919172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1919173.625000 Penalty: 4765.188965
	Iteration 39Q: 3 clusters Score -1919174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1919177.875000 Penalty: 4765.188965
	Iteration 40F: 3 clusters Score -1919178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1919179.125000 Penalty: 4765.188965
	Iteration 41Q: 3 clusters Score -1919179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1919181.000000 Penalty: 4765.188965
	Iteration 42Q: 3 clusters Score -1919181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1919183.625000 Penalty: 4765.188965
	Iteration 43Q: 3 clusters Score -1919184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1919183.625000 Penalty: 4765.188965
	Iteration 44F: 3 clusters Score -1919184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -70517.601562 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -70517.6 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 307 members 
Entering Unmasked Estep 
Score: -68979.187500 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -68979.19 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69434.320312 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -69434.32 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69796.929688 Penalty: 3181.075684
	Iteration 2F: 3 clusters Score -69796.93 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -70134.492188 Penalty: 3181.075684
	Iteration 3F: 3 clusters Score -70134.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70431.453125 Penalty: 3181.075684
	Iteration 4F: 3 clusters Score -70431.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -70550.070312 Penalty: 3181.075684
	Iteration 5Q: 3 clusters Score -70550.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70604.687500 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -70604.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70627.335938 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -70627.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70642.320312 Penalty: 3181.075684
	Iteration 8Q: 3 clusters Score -70642.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70652.164062 Penalty: 3181.075684
	Iteration 9Q: 3 clusters Score -70652.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70652.164062 Penalty: 3181.075684
	Iteration 10F: 3 clusters Score -70652.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 26089 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 61378 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 21035 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 5184 members 
Mstep: Class 15 contains 7404 members 
Mstep: Class 16 contains 161142 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 37461 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 86288 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 167218 members 
Mstep: Class 23 contains 3799 members 
Mstep: Class 24 contains 6301 members 
Mstep: Class 25 contains 13640 members 
Mstep: Class 26 contains 8120 members 
Mstep: Class 27 contains 11441 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 14872 members 
Mstep: Class 30 contains 373 members 
Mstep: Class 31 contains 6698 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 7161 members 
Mstep: Class 34 contains 29405 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 940 members 
Mstep: Class 37 contains 2983 members 
Mstep: Class 38 contains 237 members 
Entering Unmasked Estep 
Score: -100897936.000000 Penalty: 127655.687500
Splitting cluster 30 changes total score from -100899704.000000 to -100897936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (6698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Entering Unmasked Estep 
Score: -916464.937500 Penalty: 2184.771973
	Iteration 0F: 2 clusters Score -916464.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -910911.375000 Penalty: 4369.543945
	Iteration 0F: 3 clusters Score -910911.4 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -912333.687500 Penalty: 4369.543945
	Iteration 1F: 3 clusters Score -912333.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -912582.062500 Penalty: 4369.543945
	Iteration 2F: 3 clusters Score -912582.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -912788.125000 Penalty: 4369.543945
	Iteration 3F: 3 clusters Score -912788.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -912946.937500 Penalty: 4369.543945
	Iteration 4Q: 3 clusters Score -912946.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -913071.437500 Penalty: 4369.543945
	Iteration 5Q: 3 clusters Score -913071.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -913204.437500 Penalty: 4369.543945
	Iteration 6Q: 3 clusters Score -913204.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -913366.062500 Penalty: 4369.543945
	Iteration 7Q: 3 clusters Score -913366.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -913522.750000 Penalty: 4369.543945
	Iteration 8Q: 3 clusters Score -913522.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -913662.375000 Penalty: 4369.543945
	Iteration 9Q: 3 clusters Score -913662.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -913808.000000 Penalty: 4369.543945
	Iteration 10Q: 3 clusters Score -913808 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -913940.375000 Penalty: 4369.543945
	Iteration 11Q: 3 clusters Score -913940.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -914080.687500 Penalty: 4369.543945
	Iteration 12Q: 3 clusters Score -914080.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -914201.875000 Penalty: 4369.543945
	Iteration 13Q: 3 clusters Score -914201.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -914329.187500 Penalty: 4369.543945
	Iteration 14Q: 3 clusters Score -914329.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -914449.437500 Penalty: 4369.543945
	Iteration 15Q: 3 clusters Score -914449.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -914554.562500 Penalty: 4369.543945
	Iteration 16Q: 3 clusters Score -914554.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -914641.937500 Penalty: 4369.543945
	Iteration 17Q: 3 clusters Score -914641.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -914706.437500 Penalty: 4369.543945
	Iteration 18Q: 3 clusters Score -914706.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -914763.375000 Penalty: 4369.543945
	Iteration 19Q: 3 clusters Score -914763.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -914824.187500 Penalty: 4369.543945
	Iteration 20F: 3 clusters Score -914824.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -914867.187500 Penalty: 4369.543945
	Iteration 21Q: 3 clusters Score -914867.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -914913.937500 Penalty: 4369.543945
	Iteration 22Q: 3 clusters Score -914913.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -914957.937500 Penalty: 4369.543945
	Iteration 23Q: 3 clusters Score -914957.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -915001.312500 Penalty: 4369.543945
	Iteration 24Q: 3 clusters Score -915001.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -915021.812500 Penalty: 4369.543945
	Iteration 25Q: 3 clusters Score -915021.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -915040.062500 Penalty: 4369.543945
	Iteration 26Q: 3 clusters Score -915040.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -915051.937500 Penalty: 4369.543945
	Iteration 27Q: 3 clusters Score -915051.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -915059.062500 Penalty: 4369.543945
	Iteration 28Q: 3 clusters Score -915059.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -915062.937500 Penalty: 4369.543945
	Iteration 29Q: 3 clusters Score -915062.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -915067.000000 Penalty: 4369.543945
	Iteration 30Q: 3 clusters Score -915067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -915069.812500 Penalty: 4369.543945
	Iteration 31Q: 3 clusters Score -915069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -915071.062500 Penalty: 4369.543945
	Iteration 32Q: 3 clusters Score -915071.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -915070.125000 Penalty: 4369.543945
	Iteration 33Q: 3 clusters Score -915070.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -915070.875000 Penalty: 4369.543945
	Iteration 34Q: 3 clusters Score -915070.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -915072.562500 Penalty: 4369.543945
	Iteration 35Q: 3 clusters Score -915072.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -915072.312500 Penalty: 4369.543945
	Iteration 36Q: 3 clusters Score -915072.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -915072.312500 Penalty: 4369.543945
	Iteration 37F: 3 clusters Score -915072.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Entering Unmasked Estep 
Score: -1405279.625000 Penalty: 2297.183838
	Iteration 0F: 2 clusters Score -1405280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1397249.750000 Penalty: 4594.367676
	Iteration 0F: 3 clusters Score -1397250 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1399554.375000 Penalty: 4594.367676
	Iteration 1F: 3 clusters Score -1399554 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1399863.500000 Penalty: 4594.367676
	Iteration 2F: 3 clusters Score -1399864 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1400084.875000 Penalty: 4594.367676
	Iteration 3F: 3 clusters Score -1400085 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1400264.500000 Penalty: 4594.367676
	Iteration 4Q: 3 clusters Score -1400264 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1400441.000000 Penalty: 4594.367676
	Iteration 5Q: 3 clusters Score -1400441 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1400618.000000 Penalty: 4594.367676
	Iteration 6Q: 3 clusters Score -1400618 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1400769.375000 Penalty: 4594.367676
	Iteration 7Q: 3 clusters Score -1400769 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1400902.375000 Penalty: 4594.367676
	Iteration 8Q: 3 clusters Score -1400902 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1401035.375000 Penalty: 4594.367676
	Iteration 9Q: 3 clusters Score -1401035 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1401178.875000 Penalty: 4594.367676
	Iteration 10Q: 3 clusters Score -1401179 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1401329.250000 Penalty: 4594.367676
	Iteration 11Q: 3 clusters Score -1401329 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1401464.625000 Penalty: 4594.367676
	Iteration 12Q: 3 clusters Score -1401465 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1401587.000000 Penalty: 4594.367676
	Iteration 13Q: 3 clusters Score -1401587 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1401698.500000 Penalty: 4594.367676
	Iteration 14Q: 3 clusters Score -1401698 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1401787.500000 Penalty: 4594.367676
	Iteration 15Q: 3 clusters Score -1401788 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1401879.875000 Penalty: 4594.367676
	Iteration 16Q: 3 clusters Score -1401880 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1401992.375000 Penalty: 4594.367676
	Iteration 17Q: 3 clusters Score -1401992 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1402104.000000 Penalty: 4594.367676
	Iteration 18Q: 3 clusters Score -1402104 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1402230.500000 Penalty: 4594.367676
	Iteration 19Q: 3 clusters Score -1402230 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1402351.375000 Penalty: 4594.367676
	Iteration 20F: 3 clusters Score -1402351 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1402490.125000 Penalty: 4594.367676
	Iteration 21Q: 3 clusters Score -1402490 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1402622.875000 Penalty: 4594.367676
	Iteration 22Q: 3 clusters Score -1402623 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1402746.125000 Penalty: 4594.367676
	Iteration 23Q: 3 clusters Score -1402746 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1402857.500000 Penalty: 4594.367676
	Iteration 24Q: 3 clusters Score -1402858 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1402962.125000 Penalty: 4594.367676
	Iteration 25Q: 3 clusters Score -1402962 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1403041.375000 Penalty: 4594.367676
	Iteration 26Q: 3 clusters Score -1403041 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1403106.125000 Penalty: 4594.367676
	Iteration 27Q: 3 clusters Score -1403106 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1403146.500000 Penalty: 4594.367676
	Iteration 28Q: 3 clusters Score -1403146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1403182.375000 Penalty: 4594.367676
	Iteration 29Q: 3 clusters Score -1403182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1403204.500000 Penalty: 4594.367676
	Iteration 30Q: 3 clusters Score -1403204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1403230.750000 Penalty: 4594.367676
	Iteration 31Q: 3 clusters Score -1403231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1403247.500000 Penalty: 4594.367676
	Iteration 32Q: 3 clusters Score -1403248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1403268.125000 Penalty: 4594.367676
	Iteration 33Q: 3 clusters Score -1403268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1403285.250000 Penalty: 4594.367676
	Iteration 34Q: 3 clusters Score -1403285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1403307.375000 Penalty: 4594.367676
	Iteration 35Q: 3 clusters Score -1403307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1403318.875000 Penalty: 4594.367676
	Iteration 36Q: 3 clusters Score -1403319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1403333.875000 Penalty: 4594.367676
	Iteration 37Q: 3 clusters Score -1403334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1403339.625000 Penalty: 4594.367676
	Iteration 38Q: 3 clusters Score -1403340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1403354.000000 Penalty: 4594.367676
	Iteration 39Q: 3 clusters Score -1403354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1403361.875000 Penalty: 4594.367676
	Iteration 40F: 3 clusters Score -1403362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1403369.625000 Penalty: 4594.367676
	Iteration 41Q: 3 clusters Score -1403370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1403373.125000 Penalty: 4594.367676
	Iteration 42Q: 3 clusters Score -1403373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1403374.875000 Penalty: 4594.367676
	Iteration 43Q: 3 clusters Score -1403375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1403377.375000 Penalty: 4594.367676
	Iteration 44Q: 3 clusters Score -1403377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1403378.375000 Penalty: 4594.367676
	Iteration 45Q: 3 clusters Score -1403378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1403381.250000 Penalty: 4594.367676
	Iteration 46Q: 3 clusters Score -1403381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1403383.125000 Penalty: 4594.367676
	Iteration 47Q: 3 clusters Score -1403383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1403388.750000 Penalty: 4594.367676
	Iteration 48Q: 3 clusters Score -1403389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1403388.625000 Penalty: 4594.367676
	Iteration 49Q: 3 clusters Score -1403389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1403390.750000 Penalty: 4594.367676
	Iteration 50Q: 3 clusters Score -1403391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1403394.875000 Penalty: 4594.367676
	Iteration 51Q: 3 clusters Score -1403395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1403395.750000 Penalty: 4594.367676
	Iteration 52Q: 3 clusters Score -1403396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1403398.500000 Penalty: 4594.367676
	Iteration 53Q: 3 clusters Score -1403398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1403404.750000 Penalty: 4594.367676
	Iteration 54Q: 3 clusters Score -1403405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1403403.750000 Penalty: 4594.367676
	Iteration 55Q: 3 clusters Score -1403404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1403401.625000 Penalty: 4594.367676
	Iteration 56Q: 3 clusters Score -1403402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1403401.625000 Penalty: 4594.367676
	Iteration 57Q: 3 clusters Score -1403402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1403404.250000 Penalty: 4594.367676
	Iteration 58Q: 3 clusters Score -1403404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1403404.250000 Penalty: 4594.367676
	Iteration 59F: 3 clusters Score -1403404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Entering Unmasked Estep 
Score: -909336.375000 Penalty: 2201.348389
	Iteration 0F: 2 clusters Score -909336.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -903432.875000 Penalty: 4402.696777
	Iteration 0F: 3 clusters Score -903432.9 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -905144.437500 Penalty: 4402.696777
	Iteration 1F: 3 clusters Score -905144.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -905605.125000 Penalty: 4402.696777
	Iteration 2F: 3 clusters Score -905605.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -906016.250000 Penalty: 4402.696777
	Iteration 3F: 3 clusters Score -906016.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -906408.187500 Penalty: 4402.696777
	Iteration 4F: 3 clusters Score -906408.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -906766.437500 Penalty: 4402.696777
	Iteration 5F: 3 clusters Score -906766.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -907076.562500 Penalty: 4402.696777
	Iteration 6F: 3 clusters Score -907076.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -907273.187500 Penalty: 4402.696777
	Iteration 7Q: 3 clusters Score -907273.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -907427.812500 Penalty: 4402.696777
	Iteration 8Q: 3 clusters Score -907427.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -907517.812500 Penalty: 4402.696777
	Iteration 9Q: 3 clusters Score -907517.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -907578.562500 Penalty: 4402.696777
	Iteration 10Q: 3 clusters Score -907578.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -907624.437500 Penalty: 4402.696777
	Iteration 11Q: 3 clusters Score -907624.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -907656.000000 Penalty: 4402.696777
	Iteration 12Q: 3 clusters Score -907656 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -907683.437500 Penalty: 4402.696777
	Iteration 13Q: 3 clusters Score -907683.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -907708.375000 Penalty: 4402.696777
	Iteration 14Q: 3 clusters Score -907708.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -907730.375000 Penalty: 4402.696777
	Iteration 15Q: 3 clusters Score -907730.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -907743.062500 Penalty: 4402.696777
	Iteration 16Q: 3 clusters Score -907743.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -907755.375000 Penalty: 4402.696777
	Iteration 17Q: 3 clusters Score -907755.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -907768.062500 Penalty: 4402.696777
	Iteration 18Q: 3 clusters Score -907768.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -907786.812500 Penalty: 4402.696777
	Iteration 19Q: 3 clusters Score -907786.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -907801.062500 Penalty: 4402.696777
	Iteration 20F: 3 clusters Score -907801.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -907813.875000 Penalty: 4402.696777
	Iteration 21Q: 3 clusters Score -907813.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -907828.375000 Penalty: 4402.696777
	Iteration 22Q: 3 clusters Score -907828.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -907838.875000 Penalty: 4402.696777
	Iteration 23Q: 3 clusters Score -907838.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -907844.812500 Penalty: 4402.696777
	Iteration 24Q: 3 clusters Score -907844.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -907847.000000 Penalty: 4402.696777
	Iteration 25Q: 3 clusters Score -907847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -907853.437500 Penalty: 4402.696777
	Iteration 26Q: 3 clusters Score -907853.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -907858.375000 Penalty: 4402.696777
	Iteration 27Q: 3 clusters Score -907858.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -907861.000000 Penalty: 4402.696777
	Iteration 28Q: 3 clusters Score -907861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -907865.062500 Penalty: 4402.696777
	Iteration 29Q: 3 clusters Score -907865.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -907871.000000 Penalty: 4402.696777
	Iteration 30Q: 3 clusters Score -907871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -907876.875000 Penalty: 4402.696777
	Iteration 31Q: 3 clusters Score -907876.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -907882.312500 Penalty: 4402.696777
	Iteration 32Q: 3 clusters Score -907882.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -907889.500000 Penalty: 4402.696777
	Iteration 33Q: 3 clusters Score -907889.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -907894.062500 Penalty: 4402.696777
	Iteration 34Q: 3 clusters Score -907894.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -907899.750000 Penalty: 4402.696777
	Iteration 35Q: 3 clusters Score -907899.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -907906.250000 Penalty: 4402.696777
	Iteration 36Q: 3 clusters Score -907906.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -907914.250000 Penalty: 4402.696777
	Iteration 37Q: 3 clusters Score -907914.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -907922.812500 Penalty: 4402.696777
	Iteration 38Q: 3 clusters Score -907922.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -907931.062500 Penalty: 4402.696777
	Iteration 39Q: 3 clusters Score -907931.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -907934.562500 Penalty: 4402.696777
	Iteration 40F: 3 clusters Score -907934.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -907940.312500 Penalty: 4402.696777
	Iteration 41Q: 3 clusters Score -907940.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -907944.062500 Penalty: 4402.696777
	Iteration 42Q: 3 clusters Score -907944.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -907944.937500 Penalty: 4402.696777
	Iteration 43Q: 3 clusters Score -907944.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -907946.375000 Penalty: 4402.696777
	Iteration 44Q: 3 clusters Score -907946.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -907949.437500 Penalty: 4402.696777
	Iteration 45Q: 3 clusters Score -907949.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -907953.625000 Penalty: 4402.696777
	Iteration 46Q: 3 clusters Score -907953.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -907957.062500 Penalty: 4402.696777
	Iteration 47Q: 3 clusters Score -907957.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -907959.125000 Penalty: 4402.696777
	Iteration 48Q: 3 clusters Score -907959.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -907963.625000 Penalty: 4402.696777
	Iteration 49Q: 3 clusters Score -907963.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -907964.812500 Penalty: 4402.696777
	Iteration 50Q: 3 clusters Score -907964.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -907964.562500 Penalty: 4402.696777
	Iteration 51Q: 3 clusters Score -907964.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -907968.250000 Penalty: 4402.696777
	Iteration 52Q: 3 clusters Score -907968.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -907972.000000 Penalty: 4402.696777
	Iteration 53Q: 3 clusters Score -907972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -907972.000000 Penalty: 4402.696777
	Iteration 54Q: 3 clusters Score -907972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -907972.000000 Penalty: 4402.696777
	Iteration 55F: 3 clusters Score -907972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (29405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Entering Unmasked Estep 
Score: -3735983.500000 Penalty: 2551.652344
	Iteration 0F: 2 clusters Score -3735984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -3715884.250000 Penalty: 5103.304688
	Iteration 0F: 3 clusters Score -3715884 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3723193.000000 Penalty: 5103.304688
	Iteration 1F: 3 clusters Score -3723193 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -3723925.500000 Penalty: 5103.304688
	Iteration 2F: 3 clusters Score -3723926 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3724632.250000 Penalty: 5103.304688
	Iteration 3F: 3 clusters Score -3724632 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3725284.000000 Penalty: 5103.304688
	Iteration 4F: 3 clusters Score -3725284 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -3725926.750000 Penalty: 5103.304688
	Iteration 5Q: 3 clusters Score -3725927 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3726546.250000 Penalty: 5103.304688
	Iteration 6Q: 3 clusters Score -3726546 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -3727204.500000 Penalty: 5103.304688
	Iteration 7Q: 3 clusters Score -3727204 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3727830.250000 Penalty: 5103.304688
	Iteration 8Q: 3 clusters Score -3727830 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -3728409.750000 Penalty: 5103.304688
	Iteration 9Q: 3 clusters Score -3728410 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -3729025.750000 Penalty: 5103.304688
	Iteration 10Q: 3 clusters Score -3729026 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -3729723.750000 Penalty: 5103.304688
	Iteration 11Q: 3 clusters Score -3729724 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -3730487.750000 Penalty: 5103.304688
	Iteration 12Q: 3 clusters Score -3730488 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -3731277.250000 Penalty: 5103.304688
	Iteration 13Q: 3 clusters Score -3731277 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -3731954.000000 Penalty: 5103.304688
	Iteration 14Q: 3 clusters Score -3731954 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3732540.500000 Penalty: 5103.304688
	Iteration 15Q: 3 clusters Score -3732540 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3733037.750000 Penalty: 5103.304688
	Iteration 16Q: 3 clusters Score -3733038 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3733453.250000 Penalty: 5103.304688
	Iteration 17Q: 3 clusters Score -3733453 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3733777.250000 Penalty: 5103.304688
	Iteration 18Q: 3 clusters Score -3733777 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3734056.500000 Penalty: 5103.304688
	Iteration 19Q: 3 clusters Score -3734056 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3734271.750000 Penalty: 5103.304688
	Iteration 20F: 3 clusters Score -3734272 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3734461.750000 Penalty: 5103.304688
	Iteration 21Q: 3 clusters Score -3734462 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3734627.250000 Penalty: 5103.304688
	Iteration 22Q: 3 clusters Score -3734627 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3734741.250000 Penalty: 5103.304688
	Iteration 23Q: 3 clusters Score -3734741 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3734827.000000 Penalty: 5103.304688
	Iteration 24Q: 3 clusters Score -3734827 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3734878.000000 Penalty: 5103.304688
	Iteration 25Q: 3 clusters Score -3734878 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3734900.500000 Penalty: 5103.304688
	Iteration 26Q: 3 clusters Score -3734900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3734924.750000 Penalty: 5103.304688
	Iteration 27Q: 3 clusters Score -3734925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3734943.000000 Penalty: 5103.304688
	Iteration 28Q: 3 clusters Score -3734943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3734956.000000 Penalty: 5103.304688
	Iteration 29Q: 3 clusters Score -3734956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3734975.000000 Penalty: 5103.304688
	Iteration 30Q: 3 clusters Score -3734975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3734987.750000 Penalty: 5103.304688
	Iteration 31Q: 3 clusters Score -3734988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3734997.000000 Penalty: 5103.304688
	Iteration 32Q: 3 clusters Score -3734997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3735002.000000 Penalty: 5103.304688
	Iteration 33Q: 3 clusters Score -3735002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3735010.250000 Penalty: 5103.304688
	Iteration 34Q: 3 clusters Score -3735010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3735009.500000 Penalty: 5103.304688
	Iteration 35Q: 3 clusters Score -3735010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3735014.750000 Penalty: 5103.304688
	Iteration 36Q: 3 clusters Score -3735015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3735022.750000 Penalty: 5103.304688
	Iteration 37Q: 3 clusters Score -3735023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3735022.000000 Penalty: 5103.304688
	Iteration 38Q: 3 clusters Score -3735022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3735022.500000 Penalty: 5103.304688
	Iteration 39Q: 3 clusters Score -3735022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3735020.250000 Penalty: 5103.304688
	Iteration 40F: 3 clusters Score -3735020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Entering Unmasked Estep 
Score: -887061.187500 Penalty: 2180.514648
	Iteration 0F: 2 clusters Score -887061.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -881568.250000 Penalty: 4361.029297
	Iteration 0F: 3 clusters Score -881568.2 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -883171.937500 Penalty: 4361.029297
	Iteration 1F: 3 clusters Score -883171.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -883569.625000 Penalty: 4361.029297
	Iteration 2F: 3 clusters Score -883569.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -883836.687500 Penalty: 4361.029297
	Iteration 3F: 3 clusters Score -883836.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -884054.437500 Penalty: 4361.029297
	Iteration 4F: 3 clusters Score -884054.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -884240.500000 Penalty: 4361.029297
	Iteration 5Q: 3 clusters Score -884240.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -884397.625000 Penalty: 4361.029297
	Iteration 6Q: 3 clusters Score -884397.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -884538.187500 Penalty: 4361.029297
	Iteration 7Q: 3 clusters Score -884538.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -884661.000000 Penalty: 4361.029297
	Iteration 8Q: 3 clusters Score -884661 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -884747.437500 Penalty: 4361.029297
	Iteration 9Q: 3 clusters Score -884747.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -884808.125000 Penalty: 4361.029297
	Iteration 10Q: 3 clusters Score -884808.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -884856.187500 Penalty: 4361.029297
	Iteration 11Q: 3 clusters Score -884856.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -884897.625000 Penalty: 4361.029297
	Iteration 12Q: 3 clusters Score -884897.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -884932.125000 Penalty: 4361.029297
	Iteration 13Q: 3 clusters Score -884932.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -884954.687500 Penalty: 4361.029297
	Iteration 14Q: 3 clusters Score -884954.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -884978.062500 Penalty: 4361.029297
	Iteration 15Q: 3 clusters Score -884978.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -884990.437500 Penalty: 4361.029297
	Iteration 16Q: 3 clusters Score -884990.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -885005.750000 Penalty: 4361.029297
	Iteration 17Q: 3 clusters Score -885005.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -885017.750000 Penalty: 4361.029297
	Iteration 18Q: 3 clusters Score -885017.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -885028.937500 Penalty: 4361.029297
	Iteration 19Q: 3 clusters Score -885028.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -885037.750000 Penalty: 4361.029297
	Iteration 20F: 3 clusters Score -885037.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -885051.812500 Penalty: 4361.029297
	Iteration 21Q: 3 clusters Score -885051.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -885064.500000 Penalty: 4361.029297
	Iteration 22Q: 3 clusters Score -885064.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -885080.437500 Penalty: 4361.029297
	Iteration 23Q: 3 clusters Score -885080.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -885092.625000 Penalty: 4361.029297
	Iteration 24Q: 3 clusters Score -885092.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -885103.625000 Penalty: 4361.029297
	Iteration 25Q: 3 clusters Score -885103.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -885112.750000 Penalty: 4361.029297
	Iteration 26Q: 3 clusters Score -885112.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -885122.187500 Penalty: 4361.029297
	Iteration 27Q: 3 clusters Score -885122.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -885125.437500 Penalty: 4361.029297
	Iteration 28Q: 3 clusters Score -885125.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -885130.125000 Penalty: 4361.029297
	Iteration 29Q: 3 clusters Score -885130.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -885133.812500 Penalty: 4361.029297
	Iteration 30Q: 3 clusters Score -885133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -885134.437500 Penalty: 4361.029297
	Iteration 31Q: 3 clusters Score -885134.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -885136.812500 Penalty: 4361.029297
	Iteration 32Q: 3 clusters Score -885136.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -885137.937500 Penalty: 4361.029297
	Iteration 33Q: 3 clusters Score -885137.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -885143.062500 Penalty: 4361.029297
	Iteration 34Q: 3 clusters Score -885143.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -885145.625000 Penalty: 4361.029297
	Iteration 35Q: 3 clusters Score -885145.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -885147.812500 Penalty: 4361.029297
	Iteration 36Q: 3 clusters Score -885147.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -885153.812500 Penalty: 4361.029297
	Iteration 37Q: 3 clusters Score -885153.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -885155.812500 Penalty: 4361.029297
	Iteration 38Q: 3 clusters Score -885155.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -885158.125000 Penalty: 4361.029297
	Iteration 39Q: 3 clusters Score -885158.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -885163.937500 Penalty: 4361.029297
	Iteration 40F: 3 clusters Score -885163.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -885165.625000 Penalty: 4361.029297
	Iteration 41Q: 3 clusters Score -885165.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -885166.375000 Penalty: 4361.029297
	Iteration 42Q: 3 clusters Score -885166.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -885168.875000 Penalty: 4361.029297
	Iteration 43Q: 3 clusters Score -885168.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -885169.312500 Penalty: 4361.029297
	Iteration 44Q: 3 clusters Score -885169.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -885168.812500 Penalty: 4361.029297
	Iteration 45Q: 3 clusters Score -885168.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -885169.437500 Penalty: 4361.029297
	Iteration 46Q: 3 clusters Score -885169.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -885171.875000 Penalty: 4361.029297
	Iteration 47Q: 3 clusters Score -885171.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -885173.562500 Penalty: 4361.029297
	Iteration 48Q: 3 clusters Score -885173.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -885176.750000 Penalty: 4361.029297
	Iteration 49Q: 3 clusters Score -885176.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -885177.187500 Penalty: 4361.029297
	Iteration 50Q: 3 clusters Score -885177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -885179.000000 Penalty: 4361.029297
	Iteration 51Q: 3 clusters Score -885179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -885178.687500 Penalty: 4361.029297
	Iteration 52Q: 3 clusters Score -885178.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -885182.500000 Penalty: 4361.029297
	Iteration 53Q: 3 clusters Score -885182.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -885183.625000 Penalty: 4361.029297
	Iteration 54Q: 3 clusters Score -885183.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -885184.500000 Penalty: 4361.029297
	Iteration 55Q: 3 clusters Score -885184.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -885186.250000 Penalty: 4361.029297
	Iteration 56Q: 3 clusters Score -885186.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -885186.250000 Penalty: 4361.029297
	Iteration 57F: 3 clusters Score -885186.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -116354.218750 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -116354.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -114491.148438 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -114491.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -114955.343750 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -114955.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -115162.046875 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -115162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -115394.625000 Penalty: 3395.556396
	Iteration 3F: 3 clusters Score -115394.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -115540.664062 Penalty: 3395.556396
	Iteration 4F: 3 clusters Score -115540.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -115718.351562 Penalty: 3395.556396
	Iteration 5Q: 3 clusters Score -115718.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -115864.906250 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -115864.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -115951.734375 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -115951.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -116017.539062 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -116017.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -116093.757812 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -116093.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -116143.656250 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -116143.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -116157.593750 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -116157.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -116160.531250 Penalty: 3395.556396
	Iteration 12Q: 3 clusters Score -116160.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -116164.671875 Penalty: 3395.556396
	Iteration 13Q: 3 clusters Score -116164.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -116165.625000 Penalty: 3395.556396
	Iteration 14Q: 3 clusters Score -116165.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -116166.625000 Penalty: 3395.556396
	Iteration 15F: 3 clusters Score -116166.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -116171.187500 Penalty: 3395.556396
	Iteration 16Q: 3 clusters Score -116171.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -116171.187500 Penalty: 3395.556396
	Iteration 17F: 3 clusters Score -116171.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Entering Unmasked Estep 
Score: -378022.937500 Penalty: 1984.169800
	Iteration 0F: 2 clusters Score -378022.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -374792.812500 Penalty: 3968.339600
	Iteration 0F: 3 clusters Score -374792.8 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -375533.875000 Penalty: 3968.339600
	Iteration 1F: 3 clusters Score -375533.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -375853.437500 Penalty: 3968.339600
	Iteration 2F: 3 clusters Score -375853.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -376085.093750 Penalty: 3968.339600
	Iteration 3F: 3 clusters Score -376085.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -376304.500000 Penalty: 3968.339600
	Iteration 4F: 3 clusters Score -376304.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -376523.406250 Penalty: 3968.339600
	Iteration 5F: 3 clusters Score -376523.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -376766.187500 Penalty: 3968.339600
	Iteration 6F: 3 clusters Score -376766.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -376929.968750 Penalty: 3968.339600
	Iteration 7Q: 3 clusters Score -376930 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -377054.750000 Penalty: 3968.339600
	Iteration 8Q: 3 clusters Score -377054.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -377112.875000 Penalty: 3968.339600
	Iteration 9Q: 3 clusters Score -377112.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -377160.781250 Penalty: 3968.339600
	Iteration 10Q: 3 clusters Score -377160.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -377192.156250 Penalty: 3968.339600
	Iteration 11Q: 3 clusters Score -377192.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -377216.343750 Penalty: 3968.339600
	Iteration 12Q: 3 clusters Score -377216.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -377234.906250 Penalty: 3968.339600
	Iteration 13Q: 3 clusters Score -377234.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -377257.937500 Penalty: 3968.339600
	Iteration 14Q: 3 clusters Score -377257.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -377281.781250 Penalty: 3968.339600
	Iteration 15Q: 3 clusters Score -377281.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -377297.593750 Penalty: 3968.339600
	Iteration 16Q: 3 clusters Score -377297.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -377312.250000 Penalty: 3968.339600
	Iteration 17Q: 3 clusters Score -377312.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -377337.406250 Penalty: 3968.339600
	Iteration 18Q: 3 clusters Score -377337.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -377366.375000 Penalty: 3968.339600
	Iteration 19Q: 3 clusters Score -377366.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -377391.406250 Penalty: 3968.339600
	Iteration 20F: 3 clusters Score -377391.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -377421.843750 Penalty: 3968.339600
	Iteration 21Q: 3 clusters Score -377421.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -377445.437500 Penalty: 3968.339600
	Iteration 22Q: 3 clusters Score -377445.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -377472.250000 Penalty: 3968.339600
	Iteration 23Q: 3 clusters Score -377472.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -377476.437500 Penalty: 3968.339600
	Iteration 24Q: 3 clusters Score -377476.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -377476.750000 Penalty: 3968.339600
	Iteration 25Q: 3 clusters Score -377476.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -377480.000000 Penalty: 3968.339600
	Iteration 26Q: 3 clusters Score -377480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -377480.781250 Penalty: 3968.339600
	Iteration 27Q: 3 clusters Score -377480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -377480.781250 Penalty: 3968.339600
	Iteration 28F: 3 clusters Score -377480.8 nChanged 0
--- Evaluating fit on full set of 2290818 points ---
Entering Unmasked Estep 
Score: -301820480.000000 Penalty: 134377.187500
23->38 Clusters: Score -301820480.000000, best is -301848224.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 763606 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 32753 members 
Mstep: Class 3 contains 32825 members 
Mstep: Class 4 contains 32874 members 
Mstep: Class 5 contains 33312 members 
Mstep: Class 6 contains 33130 members 
Mstep: Class 7 contains 33168 members 
Mstep: Class 8 contains 33475 members 
Mstep: Class 9 contains 33492 members 
Mstep: Class 10 contains 33143 members 
Mstep: Class 11 contains 33268 members 
Mstep: Class 12 contains 33449 members 
Mstep: Class 13 contains 33237 members 
Mstep: Class 14 contains 32996 members 
Mstep: Class 15 contains 33074 members 
Mstep: Class 16 contains 33378 members 
Mstep: Class 17 contains 33330 members 
Mstep: Class 18 contains 33173 members 
Mstep: Class 19 contains 33185 members 
Mstep: Class 20 contains 33512 members 
Mstep: Class 21 contains 33476 members 
Mstep: Class 22 contains 33189 members 
Mstep: Class 23 contains 32890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 416.682953 but Gain 3359.359375
Score: -95458200.000000 Penalty: 73905.921875
Iteration 0F: 23 clusters Score -9.54582e+07 nChanged 727772
Entering Unmasked Mstep 
Mstep: Class 0 contains 2049 members 
Mstep: Class 1 contains 57151 members 
Mstep: Class 2 contains 25577 members 
Mstep: Class 3 contains 93982 members 
Mstep: Class 4 contains 28891 members 
Mstep: Class 5 contains 36136 members 
Mstep: Class 6 contains 36885 members 
Mstep: Class 7 contains 33712 members 
Mstep: Class 8 contains 9956 members 
Mstep: Class 9 contains 33932 members 
Mstep: Class 11 contains 41940 members 
Mstep: Class 12 contains 42710 members 
Mstep: Class 13 contains 11291 members 
Mstep: Class 14 contains 33246 members 
Mstep: Class 15 contains 34187 members 
Mstep: Class 16 contains 7527 members 
Mstep: Class 17 contains 27542 members 
Mstep: Class 18 contains 10284 members 
Mstep: Class 19 contains 69868 members 
Mstep: Class 20 contains 36293 members 
Mstep: Class 21 contains 38379 members 
Mstep: Class 22 contains 41047 members 
Mstep: Class 23 contains 11021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98573064.000000 Penalty: 73905.921875
Iteration 1F: 23 clusters Score -9.857306e+07 nChanged 341388
Entering Unmasked Mstep 
Mstep: Class 0 contains 1423 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 14863 members 
Mstep: Class 3 contains 145542 members 
Mstep: Class 4 contains 22885 members 
Mstep: Class 5 contains 26882 members 
Mstep: Class 6 contains 37260 members 
Mstep: Class 7 contains 36386 members 
Mstep: Class 8 contains 7905 members 
Mstep: Class 9 contains 22256 members 
Mstep: Class 11 contains 44381 members 
Mstep: Class 12 contains 20645 members 
Mstep: Class 13 contains 4406 members 
Mstep: Class 14 contains 23236 members 
Mstep: Class 15 contains 36655 members 
Mstep: Class 16 contains 7124 members 
Mstep: Class 17 contains 32891 members 
Mstep: Class 18 contains 8896 members 
Mstep: Class 19 contains 77180 members 
Mstep: Class 20 contains 38375 members 
Mstep: Class 21 contains 33297 members 
Mstep: Class 22 contains 49223 members 
Mstep: Class 23 contains 15223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99383152.000000 Penalty: 73905.921875
Iteration 2F: 23 clusters Score -9.938315e+07 nChanged 218625
Entering Unmasked Mstep 
Mstep: Class 0 contains 1041 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 10682 members 
Mstep: Class 3 contains 172274 members 
Mstep: Class 4 contains 23115 members 
Mstep: Class 5 contains 20890 members 
Mstep: Class 6 contains 38369 members 
Mstep: Class 7 contains 36002 members 
Mstep: Class 8 contains 8595 members 
Mstep: Class 9 contains 22773 members 
Mstep: Class 11 contains 41406 members 
Mstep: Class 12 contains 8952 members 
Mstep: Class 13 contains 2803 members 
Mstep: Class 14 contains 23443 members 
Mstep: Class 15 contains 42214 members 
Mstep: Class 16 contains 8451 members 
Mstep: Class 17 contains 32591 members 
Mstep: Class 18 contains 9618 members 
Mstep: Class 19 contains 63329 members 
Mstep: Class 20 contains 33397 members 
Mstep: Class 21 contains 30571 members 
Mstep: Class 22 contains 48761 members 
Mstep: Class 23 contains 17614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99860976.000000 Penalty: 73905.921875
Iteration 3F: 23 clusters Score -9.986098e+07 nChanged 169858
Entering Unmasked Mstep 
Mstep: Class 0 contains 470 members 
Mstep: Class 1 contains 75717 members 
Mstep: Class 2 contains 10378 members 
Mstep: Class 3 contains 173910 members 
Mstep: Class 4 contains 22829 members 
Mstep: Class 5 contains 13326 members 
Mstep: Class 6 contains 44007 members 
Mstep: Class 7 contains 40782 members 
Mstep: Class 8 contains 9524 members 
Mstep: Class 9 contains 32746 members 
Mstep: Class 11 contains 32325 members 
Mstep: Class 12 contains 3927 members 
Mstep: Class 13 contains 1830 members 
Mstep: Class 14 contains 27849 members 
Mstep: Class 15 contains 44208 members 
Mstep: Class 16 contains 9617 members 
Mstep: Class 17 contains 34413 members 
Mstep: Class 18 contains 11768 members 
Mstep: Class 19 contains 44428 members 
Mstep: Class 20 contains 28745 members 
Mstep: Class 21 contains 29407 members 
Mstep: Class 22 contains 53344 members 
Mstep: Class 23 contains 18056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100192816.000000 Penalty: 73905.921875
Iteration 4F: 23 clusters Score -1.001928e+08 nChanged 131386
Entering Unmasked Mstep 
Mstep: Class 0 contains 307 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 11042 members 
Mstep: Class 3 contains 161317 members 
Mstep: Class 4 contains 23055 members 
Mstep: Class 5 contains 9138 members 
Mstep: Class 6 contains 45770 members 
Mstep: Class 7 contains 46857 members 
Mstep: Class 8 contains 9706 members 
Mstep: Class 9 contains 45710 members 
Mstep: Class 11 contains 23086 members 
Mstep: Class 12 contains 2702 members 
Mstep: Class 13 contains 1104 members 
Mstep: Class 14 contains 28536 members 
Mstep: Class 15 contains 44374 members 
Mstep: Class 16 contains 10123 members 
Mstep: Class 17 contains 38138 members 
Mstep: Class 18 contains 14612 members 
Mstep: Class 19 contains 32705 members 
Mstep: Class 20 contains 22872 members 
Mstep: Class 21 contains 29553 members 
Mstep: Class 22 contains 61855 members 
Mstep: Class 23 contains 17991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100371312.000000 Penalty: 73905.921875
Iteration 5F: 23 clusters Score -1.003713e+08 nChanged 97807
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 87246 members 
Mstep: Class 2 contains 11843 members 
Mstep: Class 3 contains 148633 members 
Mstep: Class 4 contains 22729 members 
Mstep: Class 5 contains 7652 members 
Mstep: Class 6 contains 44569 members 
Mstep: Class 7 contains 50237 members 
Mstep: Class 8 contains 9172 members 
Mstep: Class 9 contains 56899 members 
Mstep: Class 11 contains 18325 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 757 members 
Mstep: Class 14 contains 26308 members 
Mstep: Class 15 contains 43608 members 
Mstep: Class 16 contains 11093 members 
Mstep: Class 17 contains 39890 members 
Mstep: Class 18 contains 16634 members 
Mstep: Class 19 contains 28702 members 
Mstep: Class 20 contains 16148 members 
Mstep: Class 21 contains 30037 members 
Mstep: Class 22 contains 72472 members 
Mstep: Class 23 contains 17825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100488176.000000 Penalty: 73905.921875
Iteration 6F: 23 clusters Score -1.004882e+08 nChanged 76991
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 86875 members 
Mstep: Class 2 contains 12011 members 
Mstep: Class 3 contains 134666 members 
Mstep: Class 4 contains 21668 members 
Mstep: Class 5 contains 7223 members 
Mstep: Class 6 contains 43393 members 
Mstep: Class 7 contains 50436 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 66945 members 
Mstep: Class 11 contains 16817 members 
Mstep: Class 12 contains 2646 members 
Mstep: Class 13 contains 584 members 
Mstep: Class 14 contains 24553 members 
Mstep: Class 15 contains 42441 members 
Mstep: Class 16 contains 12597 members 
Mstep: Class 17 contains 41885 members 
Mstep: Class 18 contains 17991 members 
Mstep: Class 19 contains 30295 members 
Mstep: Class 20 contains 10301 members 
Mstep: Class 21 contains 30367 members 
Mstep: Class 22 contains 83837 members 
Mstep: Class 23 contains 17650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100570432.000000 Penalty: 73905.921875
Iteration 7F: 23 clusters Score -1.005704e+08 nChanged 64046
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 11709 members 
Mstep: Class 3 contains 120504 members 
Mstep: Class 4 contains 20088 members 
Mstep: Class 5 contains 7013 members 
Mstep: Class 6 contains 42184 members 
Mstep: Class 7 contains 48628 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 76426 members 
Mstep: Class 11 contains 16822 members 
Mstep: Class 12 contains 2711 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 23362 members 
Mstep: Class 15 contains 41034 members 
Mstep: Class 16 contains 14364 members 
Mstep: Class 17 contains 44495 members 
Mstep: Class 18 contains 19364 members 
Mstep: Class 19 contains 32574 members 
Mstep: Class 20 contains 6209 members 
Mstep: Class 21 contains 30687 members 
Mstep: Class 22 contains 95679 members 
Mstep: Class 23 contains 17487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100625344.000000 Penalty: 73905.921875
Iteration 8F: 23 clusters Score -1.006253e+08 nChanged 54171
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 11180 members 
Mstep: Class 3 contains 106938 members 
Mstep: Class 4 contains 18394 members 
Mstep: Class 5 contains 6783 members 
Mstep: Class 6 contains 41104 members 
Mstep: Class 7 contains 45682 members 
Mstep: Class 8 contains 7355 members 
Mstep: Class 9 contains 85165 members 
Mstep: Class 11 contains 17633 members 
Mstep: Class 12 contains 2676 members 
Mstep: Class 13 contains 477 members 
Mstep: Class 14 contains 22571 members 
Mstep: Class 15 contains 39419 members 
Mstep: Class 16 contains 16210 members 
Mstep: Class 17 contains 47001 members 
Mstep: Class 18 contains 20906 members 
Mstep: Class 19 contains 34670 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 31153 members 
Mstep: Class 22 contains 106794 members 
Mstep: Class 23 contains 17242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100665768.000000 Penalty: 73905.921875
Iteration 9F: 23 clusters Score -1.006658e+08 nChanged 46729
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 75263 members 
Mstep: Class 2 contains 10540 members 
Mstep: Class 3 contains 94684 members 
Mstep: Class 4 contains 16845 members 
Mstep: Class 5 contains 6582 members 
Mstep: Class 6 contains 40325 members 
Mstep: Class 7 contains 41956 members 
Mstep: Class 8 contains 7726 members 
Mstep: Class 9 contains 92841 members 
Mstep: Class 11 contains 18717 members 
Mstep: Class 12 contains 2642 members 
Mstep: Class 13 contains 528 members 
Mstep: Class 14 contains 22085 members 
Mstep: Class 15 contains 37763 members 
Mstep: Class 16 contains 18135 members 
Mstep: Class 17 contains 49303 members 
Mstep: Class 18 contains 22766 members 
Mstep: Class 19 contains 36684 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 31794 members 
Mstep: Class 22 contains 116493 members 
Mstep: Class 23 contains 16980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100697560.000000 Penalty: 73905.921875
Iteration 10F: 23 clusters Score -1.006976e+08 nChanged 40800
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 9934 members 
Mstep: Class 3 contains 84213 members 
Mstep: Class 4 contains 15667 members 
Mstep: Class 5 contains 6394 members 
Mstep: Class 6 contains 39805 members 
Mstep: Class 7 contains 37835 members 
Mstep: Class 8 contains 8401 members 
Mstep: Class 9 contains 99684 members 
Mstep: Class 11 contains 19738 members 
Mstep: Class 12 contains 2677 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 21814 members 
Mstep: Class 15 contains 35952 members 
Mstep: Class 16 contains 20248 members 
Mstep: Class 17 contains 51474 members 
Mstep: Class 18 contains 24696 members 
Mstep: Class 19 contains 38515 members 
Mstep: Class 20 contains 2691 members 
Mstep: Class 21 contains 32443 members 
Mstep: Class 22 contains 124307 members 
Mstep: Class 23 contains 16761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100725008.000000 Penalty: 73905.921875
Iteration 11F: 23 clusters Score -1.00725e+08 nChanged 36551
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 9337 members 
Mstep: Class 3 contains 75241 members 
Mstep: Class 4 contains 14880 members 
Mstep: Class 5 contains 6177 members 
Mstep: Class 6 contains 39414 members 
Mstep: Class 7 contains 34120 members 
Mstep: Class 8 contains 9508 members 
Mstep: Class 9 contains 105843 members 
Mstep: Class 11 contains 20471 members 
Mstep: Class 12 contains 2646 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 21710 members 
Mstep: Class 15 contains 33914 members 
Mstep: Class 16 contains 22003 members 
Mstep: Class 17 contains 53443 members 
Mstep: Class 18 contains 26418 members 
Mstep: Class 19 contains 40206 members 
Mstep: Class 20 contains 2924 members 
Mstep: Class 21 contains 33147 members 
Mstep: Class 22 contains 130481 members 
Mstep: Class 23 contains 16571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100749944.000000 Penalty: 73905.921875
Iteration 12Q: 23 clusters Score -1.007499e+08 nChanged 32783
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 8797 members 
Mstep: Class 3 contains 67706 members 
Mstep: Class 4 contains 14346 members 
Mstep: Class 5 contains 5954 members 
Mstep: Class 6 contains 39103 members 
Mstep: Class 7 contains 31061 members 
Mstep: Class 8 contains 10755 members 
Mstep: Class 9 contains 111407 members 
Mstep: Class 11 contains 20975 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 690 members 
Mstep: Class 14 contains 21795 members 
Mstep: Class 15 contains 31699 members 
Mstep: Class 16 contains 23311 members 
Mstep: Class 17 contains 55335 members 
Mstep: Class 18 contains 27628 members 
Mstep: Class 19 contains 41675 members 
Mstep: Class 20 contains 3592 members 
Mstep: Class 21 contains 33831 members 
Mstep: Class 22 contains 135370 members 
Mstep: Class 23 contains 16431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100770936.000000 Penalty: 73905.921875
Iteration 13Q: 23 clusters Score -1.007709e+08 nChanged 29392
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 8344 members 
Mstep: Class 3 contains 60938 members 
Mstep: Class 4 contains 14006 members 
Mstep: Class 5 contains 5705 members 
Mstep: Class 6 contains 38845 members 
Mstep: Class 7 contains 28992 members 
Mstep: Class 8 contains 11779 members 
Mstep: Class 9 contains 116669 members 
Mstep: Class 11 contains 21395 members 
Mstep: Class 12 contains 2557 members 
Mstep: Class 13 contains 708 members 
Mstep: Class 14 contains 21975 members 
Mstep: Class 15 contains 29321 members 
Mstep: Class 16 contains 24343 members 
Mstep: Class 17 contains 57106 members 
Mstep: Class 18 contains 28118 members 
Mstep: Class 19 contains 43043 members 
Mstep: Class 20 contains 4574 members 
Mstep: Class 21 contains 34609 members 
Mstep: Class 22 contains 139410 members 
Mstep: Class 23 contains 16367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100788352.000000 Penalty: 73905.921875
Iteration 14Q: 23 clusters Score -1.007884e+08 nChanged 26126
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 54793 members 
Mstep: Class 4 contains 13793 members 
Mstep: Class 5 contains 5431 members 
Mstep: Class 6 contains 38630 members 
Mstep: Class 7 contains 27862 members 
Mstep: Class 8 contains 12532 members 
Mstep: Class 9 contains 121596 members 
Mstep: Class 11 contains 21735 members 
Mstep: Class 12 contains 2552 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 22181 members 
Mstep: Class 15 contains 27090 members 
Mstep: Class 16 contains 25159 members 
Mstep: Class 17 contains 58680 members 
Mstep: Class 18 contains 27863 members 
Mstep: Class 19 contains 44257 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 35561 members 
Mstep: Class 22 contains 142826 members 
Mstep: Class 23 contains 16370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100802560.000000 Penalty: 73905.921875
Iteration 15Q: 23 clusters Score -1.008026e+08 nChanged 22215
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 7619 members 
Mstep: Class 3 contains 49348 members 
Mstep: Class 4 contains 13662 members 
Mstep: Class 5 contains 5130 members 
Mstep: Class 6 contains 38422 members 
Mstep: Class 7 contains 27390 members 
Mstep: Class 8 contains 13028 members 
Mstep: Class 9 contains 125986 members 
Mstep: Class 11 contains 21960 members 
Mstep: Class 12 contains 2552 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 22409 members 
Mstep: Class 15 contains 25211 members 
Mstep: Class 16 contains 25892 members 
Mstep: Class 17 contains 60025 members 
Mstep: Class 18 contains 27162 members 
Mstep: Class 19 contains 45380 members 
Mstep: Class 20 contains 6759 members 
Mstep: Class 21 contains 36570 members 
Mstep: Class 22 contains 145674 members 
Mstep: Class 23 contains 16440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100813320.000000 Penalty: 73905.921875
Iteration 16Q: 23 clusters Score -1.008133e+08 nChanged 18854
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 7305 members 
Mstep: Class 3 contains 44453 members 
Mstep: Class 4 contains 13570 members 
Mstep: Class 5 contains 4845 members 
Mstep: Class 6 contains 38252 members 
Mstep: Class 7 contains 27192 members 
Mstep: Class 8 contains 13366 members 
Mstep: Class 9 contains 130036 members 
Mstep: Class 11 contains 22090 members 
Mstep: Class 12 contains 2551 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 22704 members 
Mstep: Class 15 contains 23721 members 
Mstep: Class 16 contains 26445 members 
Mstep: Class 17 contains 61284 members 
Mstep: Class 18 contains 26214 members 
Mstep: Class 19 contains 46396 members 
Mstep: Class 20 contains 7531 members 
Mstep: Class 21 contains 37568 members 
Mstep: Class 22 contains 148056 members 
Mstep: Class 23 contains 16551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100820184.000000 Penalty: 73905.921875
Iteration 17Q: 23 clusters Score -1.008202e+08 nChanged 15750
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 7067 members 
Mstep: Class 3 contains 40005 members 
Mstep: Class 4 contains 13502 members 
Mstep: Class 5 contains 4587 members 
Mstep: Class 6 contains 38114 members 
Mstep: Class 7 contains 27075 members 
Mstep: Class 8 contains 13585 members 
Mstep: Class 9 contains 133724 members 
Mstep: Class 11 contains 22159 members 
Mstep: Class 12 contains 2551 members 
Mstep: Class 13 contains 721 members 
Mstep: Class 14 contains 22994 members 
Mstep: Class 15 contains 22506 members 
Mstep: Class 16 contains 26876 members 
Mstep: Class 17 contains 62620 members 
Mstep: Class 18 contains 25146 members 
Mstep: Class 19 contains 47340 members 
Mstep: Class 20 contains 8054 members 
Mstep: Class 21 contains 38481 members 
Mstep: Class 22 contains 150061 members 
Mstep: Class 23 contains 16668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100825440.000000 Penalty: 73905.921875
Iteration 18Q: 23 clusters Score -1.008254e+08 nChanged 13335
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 6939 members 
Mstep: Class 3 contains 35975 members 
Mstep: Class 4 contains 13439 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 38008 members 
Mstep: Class 7 contains 26946 members 
Mstep: Class 8 contains 13704 members 
Mstep: Class 9 contains 137120 members 
Mstep: Class 11 contains 22202 members 
Mstep: Class 12 contains 2550 members 
Mstep: Class 13 contains 721 members 
Mstep: Class 14 contains 23217 members 
Mstep: Class 15 contains 21594 members 
Mstep: Class 16 contains 27171 members 
Mstep: Class 17 contains 63998 members 
Mstep: Class 18 contains 24025 members 
Mstep: Class 19 contains 48154 members 
Mstep: Class 20 contains 8407 members 
Mstep: Class 21 contains 39199 members 
Mstep: Class 22 contains 151797 members 
Mstep: Class 23 contains 16795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100828840.000000 Penalty: 73905.921875
Iteration 19Q: 23 clusters Score -1.008288e+08 nChanged 11428
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 6834 members 
Mstep: Class 3 contains 32200 members 
Mstep: Class 4 contains 13397 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 37917 members 
Mstep: Class 7 contains 26846 members 
Mstep: Class 8 contains 13786 members 
Mstep: Class 9 contains 140378 members 
Mstep: Class 11 contains 22203 members 
Mstep: Class 12 contains 2550 members 
Mstep: Class 13 contains 722 members 
Mstep: Class 14 contains 23372 members 
Mstep: Class 15 contains 20913 members 
Mstep: Class 16 contains 27369 members 
Mstep: Class 17 contains 65398 members 
Mstep: Class 18 contains 22900 members 
Mstep: Class 19 contains 48819 members 
Mstep: Class 20 contains 8711 members 
Mstep: Class 21 contains 39762 members 
Mstep: Class 22 contains 153179 members 
Mstep: Class 23 contains 16900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100834520.000000 Penalty: 73905.921875
Iteration 20F: 23 clusters Score -1.008345e+08 nChanged 11363
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 28732 members 
Mstep: Class 4 contains 13371 members 
Mstep: Class 5 contains 4005 members 
Mstep: Class 6 contains 37855 members 
Mstep: Class 7 contains 27027 members 
Mstep: Class 8 contains 13827 members 
Mstep: Class 9 contains 143450 members 
Mstep: Class 11 contains 22167 members 
Mstep: Class 12 contains 2537 members 
Mstep: Class 13 contains 734 members 
Mstep: Class 14 contains 23589 members 
Mstep: Class 15 contains 20107 members 
Mstep: Class 16 contains 27510 members 
Mstep: Class 17 contains 66818 members 
Mstep: Class 18 contains 21752 members 
Mstep: Class 19 contains 49291 members 
Mstep: Class 20 contains 9889 members 
Mstep: Class 21 contains 40110 members 
Mstep: Class 22 contains 154227 members 
Mstep: Class 23 contains 16989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100838912.000000 Penalty: 73905.921875
Iteration 21Q: 23 clusters Score -1.008389e+08 nChanged 10328
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 6695 members 
Mstep: Class 3 contains 25601 members 
Mstep: Class 4 contains 13347 members 
Mstep: Class 5 contains 3851 members 
Mstep: Class 6 contains 37813 members 
Mstep: Class 7 contains 27049 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 146262 members 
Mstep: Class 11 contains 22154 members 
Mstep: Class 12 contains 2532 members 
Mstep: Class 13 contains 739 members 
Mstep: Class 14 contains 23800 members 
Mstep: Class 15 contains 19493 members 
Mstep: Class 16 contains 27591 members 
Mstep: Class 17 contains 68277 members 
Mstep: Class 18 contains 20562 members 
Mstep: Class 19 contains 49755 members 
Mstep: Class 20 contains 10722 members 
Mstep: Class 21 contains 40348 members 
Mstep: Class 22 contains 155195 members 
Mstep: Class 23 contains 17084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100842648.000000 Penalty: 73905.921875
Iteration 22Q: 23 clusters Score -1.008426e+08 nChanged 9360
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 22648 members 
Mstep: Class 4 contains 13323 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 37785 members 
Mstep: Class 7 contains 27036 members 
Mstep: Class 8 contains 13878 members 
Mstep: Class 9 contains 148949 members 
Mstep: Class 11 contains 22163 members 
Mstep: Class 12 contains 2532 members 
Mstep: Class 13 contains 738 members 
Mstep: Class 14 contains 23987 members 
Mstep: Class 15 contains 19038 members 
Mstep: Class 16 contains 27630 members 
Mstep: Class 17 contains 69791 members 
Mstep: Class 18 contains 19353 members 
Mstep: Class 19 contains 50094 members 
Mstep: Class 20 contains 11379 members 
Mstep: Class 21 contains 40430 members 
Mstep: Class 22 contains 156055 members 
Mstep: Class 23 contains 17169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100845808.000000 Penalty: 73905.921875
Iteration 23Q: 23 clusters Score -1.008458e+08 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 19850 members 
Mstep: Class 4 contains 13304 members 
Mstep: Class 5 contains 3626 members 
Mstep: Class 6 contains 37748 members 
Mstep: Class 7 contains 26989 members 
Mstep: Class 8 contains 13872 members 
Mstep: Class 9 contains 151558 members 
Mstep: Class 11 contains 22129 members 
Mstep: Class 12 contains 2532 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 24135 members 
Mstep: Class 15 contains 18692 members 
Mstep: Class 16 contains 27653 members 
Mstep: Class 17 contains 71280 members 
Mstep: Class 18 contains 18189 members 
Mstep: Class 19 contains 50338 members 
Mstep: Class 20 contains 11925 members 
Mstep: Class 21 contains 40402 members 
Mstep: Class 22 contains 156781 members 
Mstep: Class 23 contains 17239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100848104.000000 Penalty: 73905.921875
Iteration 24Q: 23 clusters Score -1.008481e+08 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 17273 members 
Mstep: Class 4 contains 13291 members 
Mstep: Class 5 contains 3541 members 
Mstep: Class 6 contains 37724 members 
Mstep: Class 7 contains 26962 members 
Mstep: Class 8 contains 13878 members 
Mstep: Class 9 contains 153966 members 
Mstep: Class 11 contains 22087 members 
Mstep: Class 12 contains 2532 members 
Mstep: Class 13 contains 736 members 
Mstep: Class 14 contains 24275 members 
Mstep: Class 15 contains 18445 members 
Mstep: Class 16 contains 27642 members 
Mstep: Class 17 contains 72818 members 
Mstep: Class 18 contains 16934 members 
Mstep: Class 19 contains 50591 members 
Mstep: Class 20 contains 12332 members 
Mstep: Class 21 contains 40286 members 
Mstep: Class 22 contains 157345 members 
Mstep: Class 23 contains 17273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100850664.000000 Penalty: 73905.921875
Iteration 25Q: 23 clusters Score -1.008507e+08 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 14974 members 
Mstep: Class 4 contains 13274 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 37709 members 
Mstep: Class 7 contains 26937 members 
Mstep: Class 8 contains 13866 members 
Mstep: Class 9 contains 156181 members 
Mstep: Class 11 contains 22020 members 
Mstep: Class 12 contains 2532 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 24405 members 
Mstep: Class 15 contains 18236 members 
Mstep: Class 16 contains 27614 members 
Mstep: Class 17 contains 74338 members 
Mstep: Class 18 contains 15679 members 
Mstep: Class 19 contains 50784 members 
Mstep: Class 20 contains 12613 members 
Mstep: Class 21 contains 40128 members 
Mstep: Class 22 contains 157806 members 
Mstep: Class 23 contains 17294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100852952.000000 Penalty: 73905.921875
Iteration 26Q: 23 clusters Score -1.00853e+08 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 13260 members 
Mstep: Class 5 contains 3442 members 
Mstep: Class 6 contains 37699 members 
Mstep: Class 7 contains 26903 members 
Mstep: Class 8 contains 13862 members 
Mstep: Class 9 contains 158179 members 
Mstep: Class 11 contains 21946 members 
Mstep: Class 12 contains 2532 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 24510 members 
Mstep: Class 15 contains 18031 members 
Mstep: Class 16 contains 27578 members 
Mstep: Class 17 contains 75810 members 
Mstep: Class 18 contains 14445 members 
Mstep: Class 19 contains 50913 members 
Mstep: Class 20 contains 12836 members 
Mstep: Class 21 contains 39975 members 
Mstep: Class 22 contains 158173 members 
Mstep: Class 23 contains 17321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100854392.000000 Penalty: 73905.921875
Iteration 27Q: 23 clusters Score -1.008544e+08 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 6705 members 
Mstep: Class 3 contains 11038 members 
Mstep: Class 4 contains 13250 members 
Mstep: Class 5 contains 3406 members 
Mstep: Class 6 contains 37694 members 
Mstep: Class 7 contains 26862 members 
Mstep: Class 8 contains 13866 members 
Mstep: Class 9 contains 160024 members 
Mstep: Class 11 contains 21858 members 
Mstep: Class 12 contains 2532 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 24602 members 
Mstep: Class 15 contains 17845 members 
Mstep: Class 16 contains 27548 members 
Mstep: Class 17 contains 77269 members 
Mstep: Class 18 contains 13271 members 
Mstep: Class 19 contains 51041 members 
Mstep: Class 20 contains 12980 members 
Mstep: Class 21 contains 39697 members 
Mstep: Class 22 contains 158518 members 
Mstep: Class 23 contains 17357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100856080.000000 Penalty: 73905.921875
Iteration 28Q: 23 clusters Score -1.008561e+08 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 6717 members 
Mstep: Class 3 contains 9450 members 
Mstep: Class 4 contains 13240 members 
Mstep: Class 5 contains 3388 members 
Mstep: Class 6 contains 37685 members 
Mstep: Class 7 contains 26816 members 
Mstep: Class 8 contains 13868 members 
Mstep: Class 9 contains 161638 members 
Mstep: Class 11 contains 21770 members 
Mstep: Class 12 contains 2532 members 
Mstep: Class 13 contains 736 members 
Mstep: Class 14 contains 24694 members 
Mstep: Class 15 contains 17657 members 
Mstep: Class 16 contains 27526 members 
Mstep: Class 17 contains 78618 members 
Mstep: Class 18 contains 12132 members 
Mstep: Class 19 contains 51112 members 
Mstep: Class 20 contains 13113 members 
Mstep: Class 21 contains 39474 members 
Mstep: Class 22 contains 158804 members 
Mstep: Class 23 contains 17385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100857608.000000 Penalty: 73905.921875
Iteration 29Q: 23 clusters Score -1.008576e+08 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 6710 members 
Mstep: Class 3 contains 8161 members 
Mstep: Class 4 contains 13232 members 
Mstep: Class 5 contains 3366 members 
Mstep: Class 6 contains 37672 members 
Mstep: Class 7 contains 26767 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 163005 members 
Mstep: Class 11 contains 21681 members 
Mstep: Class 12 contains 2532 members 
Mstep: Class 13 contains 735 members 
Mstep: Class 14 contains 24794 members 
Mstep: Class 15 contains 17518 members 
Mstep: Class 16 contains 27498 members 
Mstep: Class 17 contains 79823 members 
Mstep: Class 18 contains 11108 members 
Mstep: Class 19 contains 51163 members 
Mstep: Class 20 contains 13215 members 
Mstep: Class 21 contains 39230 members 
Mstep: Class 22 contains 159077 members 
Mstep: Class 23 contains 17411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100858760.000000 Penalty: 73905.921875
Iteration 30Q: 23 clusters Score -1.008588e+08 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 6710 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 13227 members 
Mstep: Class 5 contains 3360 members 
Mstep: Class 6 contains 37665 members 
Mstep: Class 7 contains 26732 members 
Mstep: Class 8 contains 13860 members 
Mstep: Class 9 contains 164118 members 
Mstep: Class 11 contains 21598 members 
Mstep: Class 12 contains 2532 members 
Mstep: Class 13 contains 735 members 
Mstep: Class 14 contains 24908 members 
Mstep: Class 15 contains 17366 members 
Mstep: Class 16 contains 27470 members 
Mstep: Class 17 contains 80876 members 
Mstep: Class 18 contains 10196 members 
Mstep: Class 19 contains 51204 members 
Mstep: Class 20 contains 13279 members 
Mstep: Class 21 contains 39040 members 
Mstep: Class 22 contains 159342 members 
Mstep: Class 23 contains 17441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100859912.000000 Penalty: 73905.921875
Iteration 31Q: 23 clusters Score -1.008599e+08 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 6729 members 
Mstep: Class 3 contains 6271 members 
Mstep: Class 4 contains 13225 members 
Mstep: Class 5 contains 3346 members 
Mstep: Class 6 contains 37663 members 
Mstep: Class 7 contains 26697 members 
Mstep: Class 8 contains 13860 members 
Mstep: Class 9 contains 165021 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 2532 members 
Mstep: Class 13 contains 735 members 
Mstep: Class 14 contains 25005 members 
Mstep: Class 15 contains 17225 members 
Mstep: Class 16 contains 27434 members 
Mstep: Class 17 contains 81823 members 
Mstep: Class 18 contains 9351 members 
Mstep: Class 19 contains 51239 members 
Mstep: Class 20 contains 13320 members 
Mstep: Class 21 contains 38867 members 
Mstep: Class 22 contains 159543 members 
Mstep: Class 23 contains 17474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100861208.000000 Penalty: 73905.921875
Iteration 32Q: 23 clusters Score -1.008612e+08 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 6740 members 
Mstep: Class 3 contains 5632 members 
Mstep: Class 4 contains 13226 members 
Mstep: Class 5 contains 3337 members 
Mstep: Class 6 contains 37659 members 
Mstep: Class 7 contains 26660 members 
Mstep: Class 8 contains 13856 members 
Mstep: Class 9 contains 165780 members 
Mstep: Class 11 contains 21450 members 
Mstep: Class 12 contains 2532 members 
Mstep: Class 13 contains 736 members 
Mstep: Class 14 contains 25093 members 
Mstep: Class 15 contains 17108 members 
Mstep: Class 16 contains 27409 members 
Mstep: Class 17 contains 82709 members 
Mstep: Class 18 contains 8524 members 
Mstep: Class 19 contains 51268 members 
Mstep: Class 20 contains 13359 members 
Mstep: Class 21 contains 38724 members 
Mstep: Class 22 contains 159715 members 
Mstep: Class 23 contains 17493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100862072.000000 Penalty: 73905.921875
Iteration 33Q: 23 clusters Score -1.008621e+08 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 6752 members 
Mstep: Class 3 contains 5156 members 
Mstep: Class 4 contains 13217 members 
Mstep: Class 5 contains 3337 members 
Mstep: Class 6 contains 37657 members 
Mstep: Class 7 contains 26640 members 
Mstep: Class 8 contains 13848 members 
Mstep: Class 9 contains 166384 members 
Mstep: Class 11 contains 21395 members 
Mstep: Class 12 contains 2532 members 
Mstep: Class 13 contains 736 members 
Mstep: Class 14 contains 25153 members 
Mstep: Class 15 contains 17005 members 
Mstep: Class 16 contains 27368 members 
Mstep: Class 17 contains 83522 members 
Mstep: Class 18 contains 7795 members 
Mstep: Class 19 contains 51277 members 
Mstep: Class 20 contains 13404 members 
Mstep: Class 21 contains 38586 members 
Mstep: Class 22 contains 159814 members 
Mstep: Class 23 contains 17508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100862536.000000 Penalty: 73905.921875
Iteration 34Q: 23 clusters Score -1.008625e+08 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 6767 members 
Mstep: Class 3 contains 4785 members 
Mstep: Class 4 contains 13214 members 
Mstep: Class 5 contains 3348 members 
Mstep: Class 6 contains 37662 members 
Mstep: Class 7 contains 26609 members 
Mstep: Class 8 contains 13846 members 
Mstep: Class 9 contains 166822 members 
Mstep: Class 11 contains 21347 members 
Mstep: Class 12 contains 2531 members 
Mstep: Class 13 contains 736 members 
Mstep: Class 14 contains 25228 members 
Mstep: Class 15 contains 16930 members 
Mstep: Class 16 contains 27350 members 
Mstep: Class 17 contains 84242 members 
Mstep: Class 18 contains 7140 members 
Mstep: Class 19 contains 51272 members 
Mstep: Class 20 contains 13422 members 
Mstep: Class 21 contains 38479 members 
Mstep: Class 22 contains 159901 members 
Mstep: Class 23 contains 17512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100863016.000000 Penalty: 73905.921875
Iteration 35Q: 23 clusters Score -1.00863e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 6766 members 
Mstep: Class 3 contains 4498 members 
Mstep: Class 4 contains 13213 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 37665 members 
Mstep: Class 7 contains 26573 members 
Mstep: Class 8 contains 13841 members 
Mstep: Class 9 contains 167132 members 
Mstep: Class 11 contains 21311 members 
Mstep: Class 12 contains 2531 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 25311 members 
Mstep: Class 15 contains 16857 members 
Mstep: Class 16 contains 27335 members 
Mstep: Class 17 contains 84878 members 
Mstep: Class 18 contains 6545 members 
Mstep: Class 19 contains 51270 members 
Mstep: Class 20 contains 13452 members 
Mstep: Class 21 contains 38374 members 
Mstep: Class 22 contains 160029 members 
Mstep: Class 23 contains 17516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100863648.000000 Penalty: 73905.921875
Iteration 36Q: 23 clusters Score -1.008636e+08 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 6770 members 
Mstep: Class 3 contains 4303 members 
Mstep: Class 4 contains 13211 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 37665 members 
Mstep: Class 7 contains 26536 members 
Mstep: Class 8 contains 13840 members 
Mstep: Class 9 contains 167381 members 
Mstep: Class 11 contains 21282 members 
Mstep: Class 12 contains 2531 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 25368 members 
Mstep: Class 15 contains 16800 members 
Mstep: Class 16 contains 27324 members 
Mstep: Class 17 contains 85427 members 
Mstep: Class 18 contains 6015 members 
Mstep: Class 19 contains 51260 members 
Mstep: Class 20 contains 13475 members 
Mstep: Class 21 contains 38277 members 
Mstep: Class 22 contains 160126 members 
Mstep: Class 23 contains 17517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100864200.000000 Penalty: 73905.921875
Iteration 37Q: 23 clusters Score -1.008642e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 6770 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 13209 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 37658 members 
Mstep: Class 7 contains 26507 members 
Mstep: Class 8 contains 13830 members 
Mstep: Class 9 contains 167569 members 
Mstep: Class 11 contains 21256 members 
Mstep: Class 12 contains 2531 members 
Mstep: Class 13 contains 736 members 
Mstep: Class 14 contains 25424 members 
Mstep: Class 15 contains 16751 members 
Mstep: Class 16 contains 27302 members 
Mstep: Class 17 contains 85890 members 
Mstep: Class 18 contains 5579 members 
Mstep: Class 19 contains 51228 members 
Mstep: Class 20 contains 13507 members 
Mstep: Class 21 contains 38233 members 
Mstep: Class 22 contains 160224 members 
Mstep: Class 23 contains 17521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100864440.000000 Penalty: 73905.921875
Iteration 38Q: 23 clusters Score -1.008644e+08 nChanged 1411
Entering ConstructFrom: 
Score: -100864440.000000 Penalty: 73905.921875
Entering ConstructFrom: 
Trying to split cluster 1 (24347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Entering Unmasked Estep 
Score: -3117475.000000 Penalty: 2504.840576
	Iteration 0F: 2 clusters Score -3117475 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 12192 members 
Entering Unmasked Estep 
Score: -3100676.500000 Penalty: 5009.681152
	Iteration 0F: 3 clusters Score -3100676 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -3106716.500000 Penalty: 5009.681152
	Iteration 1F: 3 clusters Score -3106716 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -3107672.750000 Penalty: 5009.681152
	Iteration 2F: 3 clusters Score -3107673 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3109086.000000 Penalty: 5009.681152
	Iteration 3F: 3 clusters Score -3109086 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -3110631.500000 Penalty: 5009.681152
	Iteration 4F: 3 clusters Score -3110632 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3112090.250000 Penalty: 5009.681152
	Iteration 5F: 3 clusters Score -3112090 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3113556.750000 Penalty: 5009.681152
	Iteration 6F: 3 clusters Score -3113557 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -3114962.500000 Penalty: 5009.681152
	Iteration 7F: 3 clusters Score -3114962 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -3116283.000000 Penalty: 5009.681152
	Iteration 8F: 3 clusters Score -3116283 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3117357.500000 Penalty: 5009.681152
	Iteration 9F: 3 clusters Score -3117358 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3118076.000000 Penalty: 5009.681152
	Iteration 10Q: 3 clusters Score -3118076 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -3118578.750000 Penalty: 5009.681152
	Iteration 11Q: 3 clusters Score -3118579 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -3118920.250000 Penalty: 5009.681152
	Iteration 12Q: 3 clusters Score -3118920 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -3119136.750000 Penalty: 5009.681152
	Iteration 13Q: 3 clusters Score -3119137 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -3119308.250000 Penalty: 5009.681152
	Iteration 14Q: 3 clusters Score -3119308 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3119424.750000 Penalty: 5009.681152
	Iteration 15Q: 3 clusters Score -3119425 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -3119534.250000 Penalty: 5009.681152
	Iteration 16Q: 3 clusters Score -3119534 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -3119628.000000 Penalty: 5009.681152
	Iteration 17Q: 3 clusters Score -3119628 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -3119708.750000 Penalty: 5009.681152
	Iteration 18Q: 3 clusters Score -3119709 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3119772.250000 Penalty: 5009.681152
	Iteration 19Q: 3 clusters Score -3119772 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3119824.000000 Penalty: 5009.681152
	Iteration 20F: 3 clusters Score -3119824 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -3119894.500000 Penalty: 5009.681152
	Iteration 21Q: 3 clusters Score -3119894 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -3119946.750000 Penalty: 5009.681152
	Iteration 22Q: 3 clusters Score -3119947 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -3120001.750000 Penalty: 5009.681152
	Iteration 23Q: 3 clusters Score -3120002 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -3120034.500000 Penalty: 5009.681152
	Iteration 24Q: 3 clusters Score -3120034 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -3120089.000000 Penalty: 5009.681152
	Iteration 25Q: 3 clusters Score -3120089 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -3120123.500000 Penalty: 5009.681152
	Iteration 26Q: 3 clusters Score -3120124 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -3120149.500000 Penalty: 5009.681152
	Iteration 27Q: 3 clusters Score -3120150 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -3120158.000000 Penalty: 5009.681152
	Iteration 28Q: 3 clusters Score -3120158 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -3120171.000000 Penalty: 5009.681152
	Iteration 29Q: 3 clusters Score -3120171 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -3120184.500000 Penalty: 5009.681152
	Iteration 30Q: 3 clusters Score -3120184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -3120183.250000 Penalty: 5009.681152
	Iteration 31Q: 3 clusters Score -3120183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3120190.500000 Penalty: 5009.681152
	Iteration 32Q: 3 clusters Score -3120190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -3120190.750000 Penalty: 5009.681152
	Iteration 33Q: 3 clusters Score -3120191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -3120192.750000 Penalty: 5009.681152
	Iteration 34Q: 3 clusters Score -3120193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3120199.750000 Penalty: 5009.681152
	Iteration 35Q: 3 clusters Score -3120200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -3120209.250000 Penalty: 5009.681152
	Iteration 36Q: 3 clusters Score -3120209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3120208.500000 Penalty: 5009.681152
	Iteration 37Q: 3 clusters Score -3120208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3120214.250000 Penalty: 5009.681152
	Iteration 38Q: 3 clusters Score -3120214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -3120208.500000 Penalty: 5009.681152
	Iteration 39Q: 3 clusters Score -3120208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -3120209.500000 Penalty: 5009.681152
	Iteration 40F: 3 clusters Score -3120210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3120207.750000 Penalty: 5009.681152
	Iteration 41Q: 3 clusters Score -3120208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -3120208.000000 Penalty: 5009.681152
	Iteration 42Q: 3 clusters Score -3120208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -3120213.000000 Penalty: 5009.681152
	Iteration 43Q: 3 clusters Score -3120213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3120212.000000 Penalty: 5009.681152
	Iteration 44Q: 3 clusters Score -3120212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -3120214.750000 Penalty: 5009.681152
	Iteration 45Q: 3 clusters Score -3120215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -3120213.500000 Penalty: 5009.681152
	Iteration 46Q: 3 clusters Score -3120214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -3120212.250000 Penalty: 5009.681152
	Iteration 47Q: 3 clusters Score -3120212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3120213.250000 Penalty: 5009.681152
	Iteration 48Q: 3 clusters Score -3120213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -3120213.000000 Penalty: 5009.681152
	Iteration 49Q: 3 clusters Score -3120213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3120215.250000 Penalty: 5009.681152
	Iteration 50Q: 3 clusters Score -3120215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -3120219.250000 Penalty: 5009.681152
	Iteration 51Q: 3 clusters Score -3120219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -3120219.250000 Penalty: 5009.681152
	Iteration 52F: 3 clusters Score -3120219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 6782 members 
Mstep: Class 3 contains 3975 members 
Mstep: Class 4 contains 13210 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 37658 members 
Mstep: Class 7 contains 26481 members 
Mstep: Class 8 contains 13829 members 
Mstep: Class 9 contains 167734 members 
Mstep: Class 10 contains 5548 members 
Mstep: Class 11 contains 21236 members 
Mstep: Class 12 contains 2531 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 25475 members 
Mstep: Class 15 contains 16706 members 
Mstep: Class 16 contains 27272 members 
Mstep: Class 17 contains 86258 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 19 contains 51188 members 
Mstep: Class 20 contains 13529 members 
Mstep: Class 21 contains 38175 members 
Mstep: Class 22 contains 160344 members 
Mstep: Class 23 contains 17525 members 
Entering Unmasked Estep 
Score: -100866672.000000 Penalty: 77265.281250
Splitting cluster 1 changes total score from -100864440.000000 to -100866672.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 2 (6782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Entering Unmasked Estep 
Score: -856368.187500 Penalty: 2187.862793
	Iteration 0F: 2 clusters Score -856368.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -850782.375000 Penalty: 4375.725586
	Iteration 0F: 3 clusters Score -850782.4 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -852340.000000 Penalty: 4375.725586
	Iteration 1F: 3 clusters Score -852340 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -852940.000000 Penalty: 4375.725586
	Iteration 2F: 3 clusters Score -852940 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -853618.875000 Penalty: 4375.725586
	Iteration 3F: 3 clusters Score -853618.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -854199.812500 Penalty: 4375.725586
	Iteration 4F: 3 clusters Score -854199.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -854765.312500 Penalty: 4375.725586
	Iteration 5F: 3 clusters Score -854765.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -855343.187500 Penalty: 4375.725586
	Iteration 6F: 3 clusters Score -855343.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -855812.250000 Penalty: 4375.725586
	Iteration 7F: 3 clusters Score -855812.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -856098.250000 Penalty: 4375.725586
	Iteration 8Q: 3 clusters Score -856098.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -856242.375000 Penalty: 4375.725586
	Iteration 9Q: 3 clusters Score -856242.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -856336.875000 Penalty: 4375.725586
	Iteration 10Q: 3 clusters Score -856336.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -856388.187500 Penalty: 4375.725586
	Iteration 11Q: 3 clusters Score -856388.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -856417.562500 Penalty: 4375.725586
	Iteration 12Q: 3 clusters Score -856417.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -856428.812500 Penalty: 4375.725586
	Iteration 13Q: 3 clusters Score -856428.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -856437.687500 Penalty: 4375.725586
	Iteration 14Q: 3 clusters Score -856437.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -856443.937500 Penalty: 4375.725586
	Iteration 15Q: 3 clusters Score -856443.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -856444.062500 Penalty: 4375.725586
	Iteration 16Q: 3 clusters Score -856444.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -856444.812500 Penalty: 4375.725586
	Iteration 17Q: 3 clusters Score -856444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -856445.187500 Penalty: 4375.725586
	Iteration 18Q: 3 clusters Score -856445.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -856446.812500 Penalty: 4375.725586
	Iteration 19Q: 3 clusters Score -856446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -856449.000000 Penalty: 4375.725586
	Iteration 20F: 3 clusters Score -856449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -856447.812500 Penalty: 4375.725586
	Iteration 21Q: 3 clusters Score -856447.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -856447.437500 Penalty: 4375.725586
	Iteration 22Q: 3 clusters Score -856447.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -856447.437500 Penalty: 4375.725586
	Iteration 23F: 3 clusters Score -856447.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3975 members 
Mstep: Class 4 contains 13210 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 37658 members 
Mstep: Class 7 contains 26481 members 
Mstep: Class 8 contains 13829 members 
Mstep: Class 9 contains 167734 members 
Mstep: Class 10 contains 5548 members 
Mstep: Class 11 contains 21236 members 
Mstep: Class 12 contains 2531 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 25475 members 
Mstep: Class 15 contains 16706 members 
Mstep: Class 16 contains 27272 members 
Mstep: Class 17 contains 86258 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 19 contains 51188 members 
Mstep: Class 20 contains 13529 members 
Mstep: Class 21 contains 38175 members 
Mstep: Class 22 contains 160344 members 
Mstep: Class 23 contains 17525 members 
Mstep: Class 24 contains 5144 members 
Entering Unmasked Estep 
Score: -100865440.000000 Penalty: 80624.640625
Splitting cluster 2 changes total score from -100864440.000000 to -100865440.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 3 (3975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Entering Unmasked Estep 
Score: -543908.875000 Penalty: 2055.369385
	Iteration 0F: 2 clusters Score -543908.9 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 1999 members 
Entering Unmasked Estep 
Score: -540027.437500 Penalty: 4110.738770
	Iteration 0F: 3 clusters Score -540027.4 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -540889.875000 Penalty: 4110.738770
	Iteration 1F: 3 clusters Score -540889.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -541122.375000 Penalty: 4110.738770
	Iteration 2F: 3 clusters Score -541122.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -541337.750000 Penalty: 4110.738770
	Iteration 3F: 3 clusters Score -541337.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -541489.062500 Penalty: 4110.738770
	Iteration 4F: 3 clusters Score -541489.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -541597.000000 Penalty: 4110.738770
	Iteration 5Q: 3 clusters Score -541597 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -541678.937500 Penalty: 4110.738770
	Iteration 6Q: 3 clusters Score -541678.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -541734.437500 Penalty: 4110.738770
	Iteration 7Q: 3 clusters Score -541734.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -541776.812500 Penalty: 4110.738770
	Iteration 8Q: 3 clusters Score -541776.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -541814.062500 Penalty: 4110.738770
	Iteration 9Q: 3 clusters Score -541814.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -541848.375000 Penalty: 4110.738770
	Iteration 10Q: 3 clusters Score -541848.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -541880.687500 Penalty: 4110.738770
	Iteration 11Q: 3 clusters Score -541880.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -541914.562500 Penalty: 4110.738770
	Iteration 12Q: 3 clusters Score -541914.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -541943.437500 Penalty: 4110.738770
	Iteration 13Q: 3 clusters Score -541943.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -541977.312500 Penalty: 4110.738770
	Iteration 14Q: 3 clusters Score -541977.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -542021.750000 Penalty: 4110.738770
	Iteration 15Q: 3 clusters Score -542021.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -542058.562500 Penalty: 4110.738770
	Iteration 16Q: 3 clusters Score -542058.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -542084.687500 Penalty: 4110.738770
	Iteration 17Q: 3 clusters Score -542084.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -542108.687500 Penalty: 4110.738770
	Iteration 18Q: 3 clusters Score -542108.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -542134.437500 Penalty: 4110.738770
	Iteration 19Q: 3 clusters Score -542134.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -542163.187500 Penalty: 4110.738770
	Iteration 20F: 3 clusters Score -542163.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -542191.250000 Penalty: 4110.738770
	Iteration 21Q: 3 clusters Score -542191.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -542218.062500 Penalty: 4110.738770
	Iteration 22Q: 3 clusters Score -542218.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -542246.187500 Penalty: 4110.738770
	Iteration 23Q: 3 clusters Score -542246.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -542274.500000 Penalty: 4110.738770
	Iteration 24Q: 3 clusters Score -542274.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -542295.250000 Penalty: 4110.738770
	Iteration 25Q: 3 clusters Score -542295.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -542315.687500 Penalty: 4110.738770
	Iteration 26Q: 3 clusters Score -542315.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -542333.312500 Penalty: 4110.738770
	Iteration 27Q: 3 clusters Score -542333.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -542349.812500 Penalty: 4110.738770
	Iteration 28Q: 3 clusters Score -542349.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -542369.625000 Penalty: 4110.738770
	Iteration 29Q: 3 clusters Score -542369.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -542388.062500 Penalty: 4110.738770
	Iteration 30Q: 3 clusters Score -542388.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -542404.375000 Penalty: 4110.738770
	Iteration 31Q: 3 clusters Score -542404.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -542415.937500 Penalty: 4110.738770
	Iteration 32Q: 3 clusters Score -542415.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -542425.812500 Penalty: 4110.738770
	Iteration 33Q: 3 clusters Score -542425.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -542434.687500 Penalty: 4110.738770
	Iteration 34Q: 3 clusters Score -542434.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -542442.312500 Penalty: 4110.738770
	Iteration 35Q: 3 clusters Score -542442.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -542448.437500 Penalty: 4110.738770
	Iteration 36Q: 3 clusters Score -542448.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -542453.937500 Penalty: 4110.738770
	Iteration 37Q: 3 clusters Score -542453.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -542460.500000 Penalty: 4110.738770
	Iteration 38Q: 3 clusters Score -542460.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -542469.250000 Penalty: 4110.738770
	Iteration 39Q: 3 clusters Score -542469.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -542477.687500 Penalty: 4110.738770
	Iteration 40F: 3 clusters Score -542477.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -542486.500000 Penalty: 4110.738770
	Iteration 41Q: 3 clusters Score -542486.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -542493.812500 Penalty: 4110.738770
	Iteration 42Q: 3 clusters Score -542493.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -542496.562500 Penalty: 4110.738770
	Iteration 43Q: 3 clusters Score -542496.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -542506.812500 Penalty: 4110.738770
	Iteration 44Q: 3 clusters Score -542506.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -542513.625000 Penalty: 4110.738770
	Iteration 45Q: 3 clusters Score -542513.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -542523.375000 Penalty: 4110.738770
	Iteration 46Q: 3 clusters Score -542523.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -542533.687500 Penalty: 4110.738770
	Iteration 47Q: 3 clusters Score -542533.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -542538.187500 Penalty: 4110.738770
	Iteration 48Q: 3 clusters Score -542538.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -542543.562500 Penalty: 4110.738770
	Iteration 49Q: 3 clusters Score -542543.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -542549.875000 Penalty: 4110.738770
	Iteration 50Q: 3 clusters Score -542549.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -542553.812500 Penalty: 4110.738770
	Iteration 51Q: 3 clusters Score -542553.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -542555.125000 Penalty: 4110.738770
	Iteration 52Q: 3 clusters Score -542555.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -542558.125000 Penalty: 4110.738770
	Iteration 53Q: 3 clusters Score -542558.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -542560.187500 Penalty: 4110.738770
	Iteration 54Q: 3 clusters Score -542560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -542563.687500 Penalty: 4110.738770
	Iteration 55Q: 3 clusters Score -542563.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -542564.625000 Penalty: 4110.738770
	Iteration 56Q: 3 clusters Score -542564.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -542568.687500 Penalty: 4110.738770
	Iteration 57Q: 3 clusters Score -542568.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -542569.437500 Penalty: 4110.738770
	Iteration 58Q: 3 clusters Score -542569.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -542571.312500 Penalty: 4110.738770
	Iteration 59Q: 3 clusters Score -542571.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -542577.625000 Penalty: 4110.738770
	Iteration 60F: 3 clusters Score -542577.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -542581.750000 Penalty: 4110.738770
	Iteration 61Q: 3 clusters Score -542581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -542585.937500 Penalty: 4110.738770
	Iteration 62Q: 3 clusters Score -542585.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -542595.687500 Penalty: 4110.738770
	Iteration 63Q: 3 clusters Score -542595.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -542607.437500 Penalty: 4110.738770
	Iteration 64Q: 3 clusters Score -542607.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -542617.187500 Penalty: 4110.738770
	Iteration 65Q: 3 clusters Score -542617.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -542622.125000 Penalty: 4110.738770
	Iteration 66Q: 3 clusters Score -542622.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -542628.312500 Penalty: 4110.738770
	Iteration 67Q: 3 clusters Score -542628.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -542635.000000 Penalty: 4110.738770
	Iteration 68Q: 3 clusters Score -542635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -542642.187500 Penalty: 4110.738770
	Iteration 69Q: 3 clusters Score -542642.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -542645.375000 Penalty: 4110.738770
	Iteration 70Q: 3 clusters Score -542645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -542646.062500 Penalty: 4110.738770
	Iteration 71Q: 3 clusters Score -542646.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -542648.750000 Penalty: 4110.738770
	Iteration 72Q: 3 clusters Score -542648.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -542650.625000 Penalty: 4110.738770
	Iteration 73Q: 3 clusters Score -542650.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -542652.312500 Penalty: 4110.738770
	Iteration 74Q: 3 clusters Score -542652.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -542652.500000 Penalty: 4110.738770
	Iteration 75Q: 3 clusters Score -542652.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -542652.500000 Penalty: 4110.738770
	Iteration 76F: 3 clusters Score -542652.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Entering Unmasked Estep 
Score: -1741152.375000 Penalty: 2353.204834
	Iteration 0F: 2 clusters Score -1741152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1731509.875000 Penalty: 4706.409668
	Iteration 0F: 3 clusters Score -1731510 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1734705.875000 Penalty: 4706.409668
	Iteration 1F: 3 clusters Score -1734706 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1735356.375000 Penalty: 4706.409668
	Iteration 2F: 3 clusters Score -1735356 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1735963.250000 Penalty: 4706.409668
	Iteration 3F: 3 clusters Score -1735963 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1736571.625000 Penalty: 4706.409668
	Iteration 4F: 3 clusters Score -1736572 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1737187.750000 Penalty: 4706.409668
	Iteration 5F: 3 clusters Score -1737188 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1737747.000000 Penalty: 4706.409668
	Iteration 6F: 3 clusters Score -1737747 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1738280.625000 Penalty: 4706.409668
	Iteration 7F: 3 clusters Score -1738281 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1738782.000000 Penalty: 4706.409668
	Iteration 8Q: 3 clusters Score -1738782 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1739176.500000 Penalty: 4706.409668
	Iteration 9Q: 3 clusters Score -1739176 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1739504.500000 Penalty: 4706.409668
	Iteration 10Q: 3 clusters Score -1739504 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1739754.500000 Penalty: 4706.409668
	Iteration 11Q: 3 clusters Score -1739754 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1739974.125000 Penalty: 4706.409668
	Iteration 12Q: 3 clusters Score -1739974 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1740144.375000 Penalty: 4706.409668
	Iteration 13Q: 3 clusters Score -1740144 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1740266.000000 Penalty: 4706.409668
	Iteration 14Q: 3 clusters Score -1740266 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1740342.625000 Penalty: 4706.409668
	Iteration 15Q: 3 clusters Score -1740343 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1740398.250000 Penalty: 4706.409668
	Iteration 16Q: 3 clusters Score -1740398 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1740429.000000 Penalty: 4706.409668
	Iteration 17Q: 3 clusters Score -1740429 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1740462.750000 Penalty: 4706.409668
	Iteration 18Q: 3 clusters Score -1740463 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1740502.750000 Penalty: 4706.409668
	Iteration 19Q: 3 clusters Score -1740503 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1740538.750000 Penalty: 4706.409668
	Iteration 20F: 3 clusters Score -1740539 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1740569.625000 Penalty: 4706.409668
	Iteration 21Q: 3 clusters Score -1740570 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1740596.375000 Penalty: 4706.409668
	Iteration 22Q: 3 clusters Score -1740596 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1740615.375000 Penalty: 4706.409668
	Iteration 23Q: 3 clusters Score -1740615 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1740631.250000 Penalty: 4706.409668
	Iteration 24Q: 3 clusters Score -1740631 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1740650.375000 Penalty: 4706.409668
	Iteration 25Q: 3 clusters Score -1740650 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1740663.250000 Penalty: 4706.409668
	Iteration 26Q: 3 clusters Score -1740663 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1740684.750000 Penalty: 4706.409668
	Iteration 27Q: 3 clusters Score -1740685 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1740703.125000 Penalty: 4706.409668
	Iteration 28Q: 3 clusters Score -1740703 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1740716.750000 Penalty: 4706.409668
	Iteration 29Q: 3 clusters Score -1740717 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1740729.375000 Penalty: 4706.409668
	Iteration 30Q: 3 clusters Score -1740729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1740738.250000 Penalty: 4706.409668
	Iteration 31Q: 3 clusters Score -1740738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1740744.125000 Penalty: 4706.409668
	Iteration 32Q: 3 clusters Score -1740744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1740749.500000 Penalty: 4706.409668
	Iteration 33Q: 3 clusters Score -1740750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1740751.000000 Penalty: 4706.409668
	Iteration 34Q: 3 clusters Score -1740751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1740756.750000 Penalty: 4706.409668
	Iteration 35Q: 3 clusters Score -1740757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1740756.125000 Penalty: 4706.409668
	Iteration 36Q: 3 clusters Score -1740756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1740760.875000 Penalty: 4706.409668
	Iteration 37Q: 3 clusters Score -1740761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1740764.750000 Penalty: 4706.409668
	Iteration 38Q: 3 clusters Score -1740765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1740766.625000 Penalty: 4706.409668
	Iteration 39Q: 3 clusters Score -1740767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1740769.250000 Penalty: 4706.409668
	Iteration 40F: 3 clusters Score -1740769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1740770.500000 Penalty: 4706.409668
	Iteration 41Q: 3 clusters Score -1740770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1740771.125000 Penalty: 4706.409668
	Iteration 42Q: 3 clusters Score -1740771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1740769.125000 Penalty: 4706.409668
	Iteration 43Q: 3 clusters Score -1740769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1740770.000000 Penalty: 4706.409668
	Iteration 44Q: 3 clusters Score -1740770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1740770.375000 Penalty: 4706.409668
	Iteration 45Q: 3 clusters Score -1740770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1740769.625000 Penalty: 4706.409668
	Iteration 46Q: 3 clusters Score -1740770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1740770.375000 Penalty: 4706.409668
	Iteration 47Q: 3 clusters Score -1740770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1740770.375000 Penalty: 4706.409668
	Iteration 48F: 3 clusters Score -1740770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Entering Unmasked Estep 
Score: -390545.562500 Penalty: 2014.348145
	Iteration 0F: 2 clusters Score -390545.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -387292.281250 Penalty: 4028.696289
	Iteration 0F: 3 clusters Score -387292.3 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -389278.125000 Penalty: 4028.696289
	Iteration 1F: 3 clusters Score -389278.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -390488.687500 Penalty: 4028.696289
	Iteration 2F: 3 clusters Score -390488.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -391233.843750 Penalty: 4028.696289
	Iteration 3F: 3 clusters Score -391233.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -391522.625000 Penalty: 4028.696289
	Iteration 4F: 3 clusters Score -391522.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -391609.375000 Penalty: 4028.696289
	Iteration 5Q: 3 clusters Score -391609.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -391653.125000 Penalty: 4028.696289
	Iteration 6Q: 3 clusters Score -391653.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -391674.125000 Penalty: 4028.696289
	Iteration 7Q: 3 clusters Score -391674.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -391694.656250 Penalty: 4028.696289
	Iteration 8Q: 3 clusters Score -391694.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -391710.875000 Penalty: 4028.696289
	Iteration 9Q: 3 clusters Score -391710.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -391723.156250 Penalty: 4028.696289
	Iteration 10Q: 3 clusters Score -391723.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -391734.125000 Penalty: 4028.696289
	Iteration 11Q: 3 clusters Score -391734.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -391744.593750 Penalty: 4028.696289
	Iteration 12Q: 3 clusters Score -391744.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -391751.750000 Penalty: 4028.696289
	Iteration 13Q: 3 clusters Score -391751.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -391756.468750 Penalty: 4028.696289
	Iteration 14Q: 3 clusters Score -391756.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -391758.281250 Penalty: 4028.696289
	Iteration 15Q: 3 clusters Score -391758.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -391759.687500 Penalty: 4028.696289
	Iteration 16Q: 3 clusters Score -391759.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -391760.187500 Penalty: 4028.696289
	Iteration 17Q: 3 clusters Score -391760.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -391764.750000 Penalty: 4028.696289
	Iteration 18Q: 3 clusters Score -391764.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -391768.125000 Penalty: 4028.696289
	Iteration 19Q: 3 clusters Score -391768.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -391773.093750 Penalty: 4028.696289
	Iteration 20F: 3 clusters Score -391773.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -391778.875000 Penalty: 4028.696289
	Iteration 21Q: 3 clusters Score -391778.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -391782.031250 Penalty: 4028.696289
	Iteration 22Q: 3 clusters Score -391782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -391787.312500 Penalty: 4028.696289
	Iteration 23Q: 3 clusters Score -391787.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -391791.593750 Penalty: 4028.696289
	Iteration 24Q: 3 clusters Score -391791.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -391794.343750 Penalty: 4028.696289
	Iteration 25Q: 3 clusters Score -391794.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -391799.906250 Penalty: 4028.696289
	Iteration 26Q: 3 clusters Score -391799.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -391803.187500 Penalty: 4028.696289
	Iteration 27Q: 3 clusters Score -391803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -391804.531250 Penalty: 4028.696289
	Iteration 28Q: 3 clusters Score -391804.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -391806.187500 Penalty: 4028.696289
	Iteration 29Q: 3 clusters Score -391806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -391806.187500 Penalty: 4028.696289
	Iteration 30Q: 3 clusters Score -391806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -391807.125000 Penalty: 4028.696289
	Iteration 31Q: 3 clusters Score -391807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -391807.562500 Penalty: 4028.696289
	Iteration 32Q: 3 clusters Score -391807.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -391807.343750 Penalty: 4028.696289
	Iteration 33Q: 3 clusters Score -391807.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -391807.343750 Penalty: 4028.696289
	Iteration 34F: 3 clusters Score -391807.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3975 members 
Mstep: Class 4 contains 13210 members 
Mstep: Class 5 contains 1266 members 
Mstep: Class 6 contains 37658 members 
Mstep: Class 7 contains 26481 members 
Mstep: Class 8 contains 13829 members 
Mstep: Class 9 contains 167734 members 
Mstep: Class 10 contains 5548 members 
Mstep: Class 11 contains 21236 members 
Mstep: Class 12 contains 2531 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 25475 members 
Mstep: Class 15 contains 16706 members 
Mstep: Class 16 contains 27272 members 
Mstep: Class 17 contains 86258 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 19 contains 51188 members 
Mstep: Class 20 contains 13529 members 
Mstep: Class 21 contains 38175 members 
Mstep: Class 22 contains 160344 members 
Mstep: Class 23 contains 17525 members 
Mstep: Class 24 contains 5144 members 
Mstep: Class 25 contains 2103 members 
Entering Unmasked Estep 
Score: -100865488.000000 Penalty: 83984.000000
Splitting cluster 5 changes total score from -100864440.000000 to -100865488.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (37658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Entering Unmasked Estep 
Score: -5233692.000000 Penalty: 2613.002441
	Iteration 0F: 2 clusters Score -5233692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -5208112.000000 Penalty: 5226.004883
	Iteration 0F: 3 clusters Score -5208112 nChanged 17286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -5217402.500000 Penalty: 5226.004883
	Iteration 1F: 3 clusters Score -5217402 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -5217833.000000 Penalty: 5226.004883
	Iteration 2Q: 3 clusters Score -5217833 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -5218224.000000 Penalty: 5226.004883
	Iteration 3Q: 3 clusters Score -5218224 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -5218582.500000 Penalty: 5226.004883
	Iteration 4Q: 3 clusters Score -5218582 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -5218957.000000 Penalty: 5226.004883
	Iteration 5Q: 3 clusters Score -5218957 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -5219415.500000 Penalty: 5226.004883
	Iteration 6Q: 3 clusters Score -5219416 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -5220034.000000 Penalty: 5226.004883
	Iteration 7Q: 3 clusters Score -5220034 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -5220881.500000 Penalty: 5226.004883
	Iteration 8Q: 3 clusters Score -5220882 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -5222212.500000 Penalty: 5226.004883
	Iteration 9F: 3 clusters Score -5222212 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -5223998.000000 Penalty: 5226.004883
	Iteration 10F: 3 clusters Score -5223998 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -5226207.500000 Penalty: 5226.004883
	Iteration 11F: 3 clusters Score -5226208 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -5228347.500000 Penalty: 5226.004883
	Iteration 12F: 3 clusters Score -5228348 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -5229919.500000 Penalty: 5226.004883
	Iteration 13Q: 3 clusters Score -5229920 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5230723.000000 Penalty: 5226.004883
	Iteration 14Q: 3 clusters Score -5230723 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5231143.500000 Penalty: 5226.004883
	Iteration 15Q: 3 clusters Score -5231144 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5231364.000000 Penalty: 5226.004883
	Iteration 16Q: 3 clusters Score -5231364 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5231492.000000 Penalty: 5226.004883
	Iteration 17Q: 3 clusters Score -5231492 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5231559.500000 Penalty: 5226.004883
	Iteration 18Q: 3 clusters Score -5231560 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5231588.500000 Penalty: 5226.004883
	Iteration 19Q: 3 clusters Score -5231588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5231618.500000 Penalty: 5226.004883
	Iteration 20F: 3 clusters Score -5231618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5231644.500000 Penalty: 5226.004883
	Iteration 21Q: 3 clusters Score -5231644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5231659.500000 Penalty: 5226.004883
	Iteration 22Q: 3 clusters Score -5231660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5231661.500000 Penalty: 5226.004883
	Iteration 23Q: 3 clusters Score -5231662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5231667.000000 Penalty: 5226.004883
	Iteration 24Q: 3 clusters Score -5231667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5231673.500000 Penalty: 5226.004883
	Iteration 25Q: 3 clusters Score -5231674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5231679.000000 Penalty: 5226.004883
	Iteration 26Q: 3 clusters Score -5231679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5231690.000000 Penalty: 5226.004883
	Iteration 27Q: 3 clusters Score -5231690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5231696.500000 Penalty: 5226.004883
	Iteration 28Q: 3 clusters Score -5231696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5231701.000000 Penalty: 5226.004883
	Iteration 29Q: 3 clusters Score -5231701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5231701.000000 Penalty: 5226.004883
	Iteration 30Q: 3 clusters Score -5231701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5231705.500000 Penalty: 5226.004883
	Iteration 31Q: 3 clusters Score -5231706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5231704.500000 Penalty: 5226.004883
	Iteration 32Q: 3 clusters Score -5231704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5231709.500000 Penalty: 5226.004883
	Iteration 33Q: 3 clusters Score -5231710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5231715.000000 Penalty: 5226.004883
	Iteration 34Q: 3 clusters Score -5231715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5231717.000000 Penalty: 5226.004883
	Iteration 35Q: 3 clusters Score -5231717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5231714.000000 Penalty: 5226.004883
	Iteration 36Q: 3 clusters Score -5231714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5231715.500000 Penalty: 5226.004883
	Iteration 37Q: 3 clusters Score -5231716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5231716.000000 Penalty: 5226.004883
	Iteration 38Q: 3 clusters Score -5231716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5231716.500000 Penalty: 5226.004883
	Iteration 39Q: 3 clusters Score -5231716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5231718.000000 Penalty: 5226.004883
	Iteration 40F: 3 clusters Score -5231718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5231719.500000 Penalty: 5226.004883
	Iteration 41Q: 3 clusters Score -5231720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5231717.000000 Penalty: 5226.004883
	Iteration 42Q: 3 clusters Score -5231717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5231717.000000 Penalty: 5226.004883
	Iteration 43F: 3 clusters Score -5231717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Entering Unmasked Estep 
Score: -3543196.250000 Penalty: 2525.677490
	Iteration 0F: 2 clusters Score -3543196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3524958.000000 Penalty: 5051.354980
	Iteration 0F: 3 clusters Score -3524958 nChanged 11899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -3531984.500000 Penalty: 5051.354980
	Iteration 1F: 3 clusters Score -3531984 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3533385.750000 Penalty: 5051.354980
	Iteration 2F: 3 clusters Score -3533386 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -3535188.750000 Penalty: 5051.354980
	Iteration 3F: 3 clusters Score -3535189 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3537136.250000 Penalty: 5051.354980
	Iteration 4F: 3 clusters Score -3537136 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3538905.750000 Penalty: 5051.354980
	Iteration 5F: 3 clusters Score -3538906 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -3540702.000000 Penalty: 5051.354980
	Iteration 6F: 3 clusters Score -3540702 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3542660.750000 Penalty: 5051.354980
	Iteration 7F: 3 clusters Score -3542661 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -3544254.500000 Penalty: 5051.354980
	Iteration 8F: 3 clusters Score -3544254 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -3545448.000000 Penalty: 5051.354980
	Iteration 9Q: 3 clusters Score -3545448 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -3546192.500000 Penalty: 5051.354980
	Iteration 10Q: 3 clusters Score -3546192 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -3546584.500000 Penalty: 5051.354980
	Iteration 11Q: 3 clusters Score -3546584 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -3546779.250000 Penalty: 5051.354980
	Iteration 12Q: 3 clusters Score -3546779 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -3546863.500000 Penalty: 5051.354980
	Iteration 13Q: 3 clusters Score -3546864 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -3546895.250000 Penalty: 5051.354980
	Iteration 14Q: 3 clusters Score -3546895 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -3546910.750000 Penalty: 5051.354980
	Iteration 15Q: 3 clusters Score -3546911 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3546911.500000 Penalty: 5051.354980
	Iteration 16Q: 3 clusters Score -3546912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -3546928.250000 Penalty: 5051.354980
	Iteration 17Q: 3 clusters Score -3546928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -3546934.750000 Penalty: 5051.354980
	Iteration 18Q: 3 clusters Score -3546935 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3546938.750000 Penalty: 5051.354980
	Iteration 19Q: 3 clusters Score -3546939 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3546946.250000 Penalty: 5051.354980
	Iteration 20F: 3 clusters Score -3546946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -3546947.000000 Penalty: 5051.354980
	Iteration 21Q: 3 clusters Score -3546947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -3546939.500000 Penalty: 5051.354980
	Iteration 22Q: 3 clusters Score -3546940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -3546942.750000 Penalty: 5051.354980
	Iteration 23Q: 3 clusters Score -3546943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3546941.000000 Penalty: 5051.354980
	Iteration 24Q: 3 clusters Score -3546941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -3546944.750000 Penalty: 5051.354980
	Iteration 25Q: 3 clusters Score -3546945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -3546946.500000 Penalty: 5051.354980
	Iteration 26Q: 3 clusters Score -3546946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -3546944.250000 Penalty: 5051.354980
	Iteration 27Q: 3 clusters Score -3546944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -3546937.250000 Penalty: 5051.354980
	Iteration 28Q: 3 clusters Score -3546937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -3546941.000000 Penalty: 5051.354980
	Iteration 29Q: 3 clusters Score -3546941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3546937.000000 Penalty: 5051.354980
	Iteration 30Q: 3 clusters Score -3546937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -3546941.250000 Penalty: 5051.354980
	Iteration 31Q: 3 clusters Score -3546941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3546941.500000 Penalty: 5051.354980
	Iteration 32Q: 3 clusters Score -3546942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3546941.500000 Penalty: 5051.354980
	Iteration 33Q: 3 clusters Score -3546942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3546943.000000 Penalty: 5051.354980
	Iteration 34Q: 3 clusters Score -3546943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -3546938.250000 Penalty: 5051.354980
	Iteration 35Q: 3 clusters Score -3546938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -3546935.250000 Penalty: 5051.354980
	Iteration 36Q: 3 clusters Score -3546935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -3546940.500000 Penalty: 5051.354980
	Iteration 37Q: 3 clusters Score -3546940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -3546937.750000 Penalty: 5051.354980
	Iteration 38Q: 3 clusters Score -3546938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -3546937.750000 Penalty: 5051.354980
	Iteration 39F: 3 clusters Score -3546938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3975 members 
Mstep: Class 4 contains 13210 members 
Mstep: Class 5 contains 1266 members 
Mstep: Class 6 contains 37658 members 
Mstep: Class 7 contains 8685 members 
Mstep: Class 8 contains 13829 members 
Mstep: Class 9 contains 167734 members 
Mstep: Class 10 contains 5548 members 
Mstep: Class 11 contains 21236 members 
Mstep: Class 12 contains 2531 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 25475 members 
Mstep: Class 15 contains 16706 members 
Mstep: Class 16 contains 27272 members 
Mstep: Class 17 contains 86258 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 19 contains 51188 members 
Mstep: Class 20 contains 13529 members 
Mstep: Class 21 contains 38175 members 
Mstep: Class 22 contains 160344 members 
Mstep: Class 23 contains 17525 members 
Mstep: Class 24 contains 5144 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 17796 members 
Entering Unmasked Estep 
Score: -100868120.000000 Penalty: 87343.359375
Splitting cluster 7 changes total score from -100864440.000000 to -100868120.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (13829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Entering Unmasked Estep 
Score: -1866813.125000 Penalty: 2364.561768
	Iteration 0F: 2 clusters Score -1866813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1856692.000000 Penalty: 4729.123535
	Iteration 0F: 3 clusters Score -1856692 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1860869.125000 Penalty: 4729.123535
	Iteration 1F: 3 clusters Score -1860869 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1862976.250000 Penalty: 4729.123535
	Iteration 2F: 3 clusters Score -1862976 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1864755.625000 Penalty: 4729.123535
	Iteration 3F: 3 clusters Score -1864756 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1866341.375000 Penalty: 4729.123535
	Iteration 4F: 3 clusters Score -1866341 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1867531.625000 Penalty: 4729.123535
	Iteration 5F: 3 clusters Score -1867532 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1868306.750000 Penalty: 4729.123535
	Iteration 6Q: 3 clusters Score -1868307 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1868709.125000 Penalty: 4729.123535
	Iteration 7Q: 3 clusters Score -1868709 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1868862.375000 Penalty: 4729.123535
	Iteration 8Q: 3 clusters Score -1868862 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1868919.250000 Penalty: 4729.123535
	Iteration 9Q: 3 clusters Score -1868919 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1868944.750000 Penalty: 4729.123535
	Iteration 10Q: 3 clusters Score -1868945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1868957.750000 Penalty: 4729.123535
	Iteration 11Q: 3 clusters Score -1868958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1868965.250000 Penalty: 4729.123535
	Iteration 12Q: 3 clusters Score -1868965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1868968.875000 Penalty: 4729.123535
	Iteration 13Q: 3 clusters Score -1868969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1868975.625000 Penalty: 4729.123535
	Iteration 14Q: 3 clusters Score -1868976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1868975.875000 Penalty: 4729.123535
	Iteration 15Q: 3 clusters Score -1868976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1868975.500000 Penalty: 4729.123535
	Iteration 16Q: 3 clusters Score -1868976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1868976.625000 Penalty: 4729.123535
	Iteration 17Q: 3 clusters Score -1868977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1868979.000000 Penalty: 4729.123535
	Iteration 18Q: 3 clusters Score -1868979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1868981.000000 Penalty: 4729.123535
	Iteration 19Q: 3 clusters Score -1868981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1868981.375000 Penalty: 4729.123535
	Iteration 20F: 3 clusters Score -1868981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1868982.625000 Penalty: 4729.123535
	Iteration 21Q: 3 clusters Score -1868983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1868982.125000 Penalty: 4729.123535
	Iteration 22Q: 3 clusters Score -1868982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1868982.125000 Penalty: 4729.123535
	Iteration 23F: 3 clusters Score -1868982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3975 members 
Mstep: Class 4 contains 13210 members 
Mstep: Class 5 contains 1266 members 
Mstep: Class 6 contains 37658 members 
Mstep: Class 7 contains 8685 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 167734 members 
Mstep: Class 10 contains 5548 members 
Mstep: Class 11 contains 21236 members 
Mstep: Class 12 contains 2531 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 25475 members 
Mstep: Class 15 contains 16706 members 
Mstep: Class 16 contains 27272 members 
Mstep: Class 17 contains 86258 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 19 contains 51188 members 
Mstep: Class 20 contains 13529 members 
Mstep: Class 21 contains 38175 members 
Mstep: Class 22 contains 160344 members 
Mstep: Class 23 contains 17525 members 
Mstep: Class 24 contains 5144 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 17796 members 
Mstep: Class 27 contains 11966 members 
Entering Unmasked Estep 
Score: -100869208.000000 Penalty: 90702.726562
Splitting cluster 8 changes total score from -100864440.000000 to -100869208.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (167734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167734 members 
Entering Unmasked Estep 
Score: -22931724.000000 Penalty: 2983.473389
	Iteration 0F: 2 clusters Score -2.293172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83700 members 
Mstep: Class 2 contains 84034 members 
Entering Unmasked Estep 
Score: -22819472.000000 Penalty: 5966.946777
	Iteration 0F: 3 clusters Score -2.281947e+07 nChanged 80626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81272 members 
Mstep: Class 2 contains 86462 members 
Entering Unmasked Estep 
Score: -22866298.000000 Penalty: 5966.946777
	Iteration 1F: 3 clusters Score -2.28663e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 88053 members 
Entering Unmasked Estep 
Score: -22867138.000000 Penalty: 5966.946777
	Iteration 2Q: 3 clusters Score -2.286714e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77172 members 
Mstep: Class 2 contains 90562 members 
Entering Unmasked Estep 
Score: -22868582.000000 Penalty: 5966.946777
	Iteration 3Q: 3 clusters Score -2.286858e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73508 members 
Mstep: Class 2 contains 94226 members 
Entering Unmasked Estep 
Score: -22870460.000000 Penalty: 5966.946777
	Iteration 4Q: 3 clusters Score -2.287046e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Mstep: Class 2 contains 99596 members 
Entering Unmasked Estep 
Score: -22873248.000000 Penalty: 5966.946777
	Iteration 5Q: 3 clusters Score -2.287325e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 107196 members 
Entering Unmasked Estep 
Score: -22877710.000000 Penalty: 5966.946777
	Iteration 6F: 3 clusters Score -2.287771e+07 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 117268 members 
Entering Unmasked Estep 
Score: -22884760.000000 Penalty: 5966.946777
	Iteration 7F: 3 clusters Score -2.288476e+07 nChanged 12308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 129352 members 
Entering Unmasked Estep 
Score: -22894558.000000 Penalty: 5966.946777
	Iteration 8F: 3 clusters Score -2.289456e+07 nChanged 12614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 141918 members 
Entering Unmasked Estep 
Score: -22905774.000000 Penalty: 5966.946777
	Iteration 9F: 3 clusters Score -2.290577e+07 nChanged 10648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 152556 members 
Entering Unmasked Estep 
Score: -22915552.000000 Penalty: 5966.946777
	Iteration 10F: 3 clusters Score -2.291555e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 159989 members 
Entering Unmasked Estep 
Score: -22922474.000000 Penalty: 5966.946777
	Iteration 11Q: 3 clusters Score -2.292247e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 164134 members 
Entering Unmasked Estep 
Score: -22926204.000000 Penalty: 5966.946777
	Iteration 12Q: 3 clusters Score -2.29262e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 166031 members 
Entering Unmasked Estep 
Score: -22927818.000000 Penalty: 5966.946777
	Iteration 13Q: 3 clusters Score -2.292782e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 166755 members 
Entering Unmasked Estep 
Score: -22928514.000000 Penalty: 5966.946777
	Iteration 14Q: 3 clusters Score -2.292851e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 167055 members 
Entering Unmasked Estep 
Score: -22928816.000000 Penalty: 5966.946777
	Iteration 15Q: 3 clusters Score -2.292882e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 167166 members 
Entering Unmasked Estep 
Score: -22928916.000000 Penalty: 5966.946777
	Iteration 16Q: 3 clusters Score -2.292892e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 167233 members 
Entering Unmasked Estep 
Score: -22928966.000000 Penalty: 5966.946777
	Iteration 17Q: 3 clusters Score -2.292897e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 167274 members 
Entering Unmasked Estep 
Score: -22929014.000000 Penalty: 5966.946777
	Iteration 18Q: 3 clusters Score -2.292901e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 167294 members 
Entering Unmasked Estep 
Score: -22929054.000000 Penalty: 5966.946777
	Iteration 19Q: 3 clusters Score -2.292905e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 167305 members 
Entering Unmasked Estep 
Score: -22929066.000000 Penalty: 5966.946777
	Iteration 20F: 3 clusters Score -2.292907e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 167311 members 
Entering Unmasked Estep 
Score: -22929086.000000 Penalty: 5966.946777
	Iteration 21Q: 3 clusters Score -2.292909e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 167317 members 
Entering Unmasked Estep 
Score: -22929082.000000 Penalty: 5966.946777
	Iteration 22Q: 3 clusters Score -2.292908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 167329 members 
Entering Unmasked Estep 
Score: -22929106.000000 Penalty: 5966.946777
	Iteration 23Q: 3 clusters Score -2.292911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 167337 members 
Entering Unmasked Estep 
Score: -22929124.000000 Penalty: 5966.946777
	Iteration 24Q: 3 clusters Score -2.292912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 167346 members 
Entering Unmasked Estep 
Score: -22929134.000000 Penalty: 5966.946777
	Iteration 25Q: 3 clusters Score -2.292913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 167353 members 
Entering Unmasked Estep 
Score: -22929152.000000 Penalty: 5966.946777
	Iteration 26Q: 3 clusters Score -2.292915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 167359 members 
Entering Unmasked Estep 
Score: -22929156.000000 Penalty: 5966.946777
	Iteration 27Q: 3 clusters Score -2.292916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 167362 members 
Entering Unmasked Estep 
Score: -22929154.000000 Penalty: 5966.946777
	Iteration 28Q: 3 clusters Score -2.292915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 167363 members 
Entering Unmasked Estep 
Score: -22929168.000000 Penalty: 5966.946777
	Iteration 29Q: 3 clusters Score -2.292917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 167363 members 
Entering Unmasked Estep 
Score: -22929168.000000 Penalty: 5966.946777
	Iteration 30F: 3 clusters Score -2.292917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Entering Unmasked Estep 
Score: -2884884.250000 Penalty: 2470.936523
	Iteration 0F: 2 clusters Score -2884884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2870065.250000 Penalty: 4941.873047
	Iteration 0F: 3 clusters Score -2870065 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2875073.750000 Penalty: 4941.873047
	Iteration 1F: 3 clusters Score -2875074 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2875500.500000 Penalty: 4941.873047
	Iteration 2F: 3 clusters Score -2875500 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2875899.250000 Penalty: 4941.873047
	Iteration 3Q: 3 clusters Score -2875899 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2876413.500000 Penalty: 4941.873047
	Iteration 4Q: 3 clusters Score -2876414 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2877093.500000 Penalty: 4941.873047
	Iteration 5Q: 3 clusters Score -2877094 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2877848.000000 Penalty: 4941.873047
	Iteration 6F: 3 clusters Score -2877848 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2878546.250000 Penalty: 4941.873047
	Iteration 7F: 3 clusters Score -2878546 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2879240.000000 Penalty: 4941.873047
	Iteration 8F: 3 clusters Score -2879240 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2879974.750000 Penalty: 4941.873047
	Iteration 9F: 3 clusters Score -2879975 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2880583.750000 Penalty: 4941.873047
	Iteration 10Q: 3 clusters Score -2880584 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2881053.000000 Penalty: 4941.873047
	Iteration 11Q: 3 clusters Score -2881053 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2881449.250000 Penalty: 4941.873047
	Iteration 12Q: 3 clusters Score -2881449 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2881837.750000 Penalty: 4941.873047
	Iteration 13Q: 3 clusters Score -2881838 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2882145.250000 Penalty: 4941.873047
	Iteration 14Q: 3 clusters Score -2882145 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2882429.750000 Penalty: 4941.873047
	Iteration 15Q: 3 clusters Score -2882430 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2882720.000000 Penalty: 4941.873047
	Iteration 16Q: 3 clusters Score -2882720 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2882962.750000 Penalty: 4941.873047
	Iteration 17Q: 3 clusters Score -2882963 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2883163.250000 Penalty: 4941.873047
	Iteration 18Q: 3 clusters Score -2883163 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2883351.750000 Penalty: 4941.873047
	Iteration 19Q: 3 clusters Score -2883352 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2883518.750000 Penalty: 4941.873047
	Iteration 20F: 3 clusters Score -2883519 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2883663.500000 Penalty: 4941.873047
	Iteration 21Q: 3 clusters Score -2883664 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2883789.750000 Penalty: 4941.873047
	Iteration 22Q: 3 clusters Score -2883790 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2883906.000000 Penalty: 4941.873047
	Iteration 23Q: 3 clusters Score -2883906 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2884021.250000 Penalty: 4941.873047
	Iteration 24Q: 3 clusters Score -2884021 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2884143.500000 Penalty: 4941.873047
	Iteration 25Q: 3 clusters Score -2884144 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2884239.750000 Penalty: 4941.873047
	Iteration 26Q: 3 clusters Score -2884240 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2884329.000000 Penalty: 4941.873047
	Iteration 27Q: 3 clusters Score -2884329 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2884407.000000 Penalty: 4941.873047
	Iteration 28Q: 3 clusters Score -2884407 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2884460.000000 Penalty: 4941.873047
	Iteration 29Q: 3 clusters Score -2884460 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2884511.250000 Penalty: 4941.873047
	Iteration 30Q: 3 clusters Score -2884511 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2884546.250000 Penalty: 4941.873047
	Iteration 31Q: 3 clusters Score -2884546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2884568.000000 Penalty: 4941.873047
	Iteration 32Q: 3 clusters Score -2884568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2884579.500000 Penalty: 4941.873047
	Iteration 33Q: 3 clusters Score -2884580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2884589.000000 Penalty: 4941.873047
	Iteration 34Q: 3 clusters Score -2884589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2884601.750000 Penalty: 4941.873047
	Iteration 35Q: 3 clusters Score -2884602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2884608.750000 Penalty: 4941.873047
	Iteration 36Q: 3 clusters Score -2884609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2884615.500000 Penalty: 4941.873047
	Iteration 37Q: 3 clusters Score -2884616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2884616.250000 Penalty: 4941.873047
	Iteration 38Q: 3 clusters Score -2884616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2884610.750000 Penalty: 4941.873047
	Iteration 39Q: 3 clusters Score -2884611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2884617.750000 Penalty: 4941.873047
	Iteration 40F: 3 clusters Score -2884618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2884621.500000 Penalty: 4941.873047
	Iteration 41Q: 3 clusters Score -2884622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2884625.500000 Penalty: 4941.873047
	Iteration 42Q: 3 clusters Score -2884626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2884623.250000 Penalty: 4941.873047
	Iteration 43Q: 3 clusters Score -2884623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2884623.250000 Penalty: 4941.873047
	Iteration 44F: 3 clusters Score -2884623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Entering Unmasked Estep 
Score: -288983.125000 Penalty: 1943.419678
	Iteration 0F: 2 clusters Score -288983.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -286236.843750 Penalty: 3886.839355
	Iteration 0F: 3 clusters Score -286236.8 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -287922.187500 Penalty: 3886.839355
	Iteration 1F: 3 clusters Score -287922.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -288985.968750 Penalty: 3886.839355
	Iteration 2F: 3 clusters Score -288986 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -290051.375000 Penalty: 3886.839355
	Iteration 3F: 3 clusters Score -290051.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -291706.718750 Penalty: 3886.839355
	Iteration 4F: 3 clusters Score -291706.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -292501.000000 Penalty: 3886.839355
	Iteration 5F: 3 clusters Score -292501 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -293011.843750 Penalty: 3886.839355
	Iteration 6Q: 3 clusters Score -293011.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -293871.687500 Penalty: 3886.839355
	Iteration 7Q: 3 clusters Score -293871.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -294734.062500 Penalty: 3886.839355
	Iteration 8Q: 3 clusters Score -294734.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -294757.625000 Penalty: 3886.839355
	Iteration 9Q: 3 clusters Score -294757.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -294762.656250 Penalty: 3886.839355
	Iteration 10Q: 3 clusters Score -294762.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -294763.750000 Penalty: 3886.839355
	Iteration 11Q: 3 clusters Score -294763.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -294763.750000 Penalty: 3886.839355
	Iteration 12F: 3 clusters Score -294763.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3975 members 
Mstep: Class 4 contains 13210 members 
Mstep: Class 5 contains 1266 members 
Mstep: Class 6 contains 37658 members 
Mstep: Class 7 contains 8685 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 167734 members 
Mstep: Class 10 contains 5548 members 
Mstep: Class 11 contains 21236 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 25475 members 
Mstep: Class 15 contains 16706 members 
Mstep: Class 16 contains 27272 members 
Mstep: Class 17 contains 86258 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 19 contains 51188 members 
Mstep: Class 20 contains 13529 members 
Mstep: Class 21 contains 38175 members 
Mstep: Class 22 contains 160344 members 
Mstep: Class 23 contains 17525 members 
Mstep: Class 24 contains 5144 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 17796 members 
Mstep: Class 27 contains 11966 members 
Mstep: Class 28 contains 1575 members 
Entering Unmasked Estep 
Score: -100874104.000000 Penalty: 94062.085938
Splitting cluster 12 changes total score from -100864440.000000 to -100874104.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -91231.445312 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -91231.45 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 383 members 
Entering Unmasked Estep 
Score: -89516.367188 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -89516.37 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -89854.601562 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -89854.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90042.265625 Penalty: 3274.883545
	Iteration 2F: 3 clusters Score -90042.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -90196.093750 Penalty: 3274.883545
	Iteration 3F: 3 clusters Score -90196.09 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -90469.468750 Penalty: 3274.883545
	Iteration 4F: 3 clusters Score -90469.47 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -90912.226562 Penalty: 3274.883545
	Iteration 5F: 3 clusters Score -90912.23 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -91405.421875 Penalty: 3274.883545
	Iteration 6F: 3 clusters Score -91405.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -91789.375000 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -91789.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -92064.054688 Penalty: 3274.883545
	Iteration 8Q: 3 clusters Score -92064.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -92094.757812 Penalty: 3274.883545
	Iteration 9Q: 3 clusters Score -92094.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -92101.015625 Penalty: 3274.883545
	Iteration 10Q: 3 clusters Score -92101.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -92101.015625 Penalty: 3274.883545
	Iteration 11F: 3 clusters Score -92101.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3975 members 
Mstep: Class 4 contains 13210 members 
Mstep: Class 5 contains 1266 members 
Mstep: Class 6 contains 37658 members 
Mstep: Class 7 contains 8685 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 167734 members 
Mstep: Class 10 contains 5548 members 
Mstep: Class 11 contains 21236 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 25475 members 
Mstep: Class 15 contains 16706 members 
Mstep: Class 16 contains 27272 members 
Mstep: Class 17 contains 86258 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 19 contains 51188 members 
Mstep: Class 20 contains 13529 members 
Mstep: Class 21 contains 38175 members 
Mstep: Class 22 contains 160344 members 
Mstep: Class 23 contains 17525 members 
Mstep: Class 24 contains 5144 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 17796 members 
Mstep: Class 27 contains 11966 members 
Mstep: Class 28 contains 1575 members 
Mstep: Class 29 contains 148 members 
Entering Unmasked Estep 
Score: -100873032.000000 Penalty: 97421.445312
Splitting cluster 13 changes total score from -100864440.000000 to -100873032.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (25475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Entering Unmasked Estep 
Score: -3432108.500000 Penalty: 2516.072266
	Iteration 0F: 2 clusters Score -3432108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3414482.000000 Penalty: 5032.144531
	Iteration 0F: 3 clusters Score -3414482 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3420616.500000 Penalty: 5032.144531
	Iteration 1F: 3 clusters Score -3420616 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -3421252.750000 Penalty: 5032.144531
	Iteration 2F: 3 clusters Score -3421253 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3422062.000000 Penalty: 5032.144531
	Iteration 3F: 3 clusters Score -3422062 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -3423220.000000 Penalty: 5032.144531
	Iteration 4F: 3 clusters Score -3423220 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -3424698.000000 Penalty: 5032.144531
	Iteration 5F: 3 clusters Score -3424698 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -3426163.000000 Penalty: 5032.144531
	Iteration 6F: 3 clusters Score -3426163 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -3427486.500000 Penalty: 5032.144531
	Iteration 7F: 3 clusters Score -3427486 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -3428477.500000 Penalty: 5032.144531
	Iteration 8F: 3 clusters Score -3428478 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -3429297.750000 Penalty: 5032.144531
	Iteration 9Q: 3 clusters Score -3429298 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3430093.250000 Penalty: 5032.144531
	Iteration 10Q: 3 clusters Score -3430093 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -3430812.250000 Penalty: 5032.144531
	Iteration 11Q: 3 clusters Score -3430812 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -3431049.750000 Penalty: 5032.144531
	Iteration 12Q: 3 clusters Score -3431050 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -3431150.250000 Penalty: 5032.144531
	Iteration 13Q: 3 clusters Score -3431150 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -3431211.000000 Penalty: 5032.144531
	Iteration 14Q: 3 clusters Score -3431211 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -3431245.750000 Penalty: 5032.144531
	Iteration 15Q: 3 clusters Score -3431246 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3431283.000000 Penalty: 5032.144531
	Iteration 16Q: 3 clusters Score -3431283 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3431307.500000 Penalty: 5032.144531
	Iteration 17Q: 3 clusters Score -3431308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3431307.750000 Penalty: 5032.144531
	Iteration 18Q: 3 clusters Score -3431308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -3431315.250000 Penalty: 5032.144531
	Iteration 19Q: 3 clusters Score -3431315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3431325.250000 Penalty: 5032.144531
	Iteration 20F: 3 clusters Score -3431325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3431323.750000 Penalty: 5032.144531
	Iteration 21Q: 3 clusters Score -3431324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3431332.250000 Penalty: 5032.144531
	Iteration 22Q: 3 clusters Score -3431332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -3431338.250000 Penalty: 5032.144531
	Iteration 23Q: 3 clusters Score -3431338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -3431331.250000 Penalty: 5032.144531
	Iteration 24Q: 3 clusters Score -3431331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -3431341.500000 Penalty: 5032.144531
	Iteration 25Q: 3 clusters Score -3431342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -3431347.250000 Penalty: 5032.144531
	Iteration 26Q: 3 clusters Score -3431347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3431354.000000 Penalty: 5032.144531
	Iteration 27Q: 3 clusters Score -3431354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -3431362.750000 Penalty: 5032.144531
	Iteration 28Q: 3 clusters Score -3431363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -3431359.000000 Penalty: 5032.144531
	Iteration 29Q: 3 clusters Score -3431359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -3431365.750000 Penalty: 5032.144531
	Iteration 30Q: 3 clusters Score -3431366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3431369.000000 Penalty: 5032.144531
	Iteration 31Q: 3 clusters Score -3431369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3431373.250000 Penalty: 5032.144531
	Iteration 32Q: 3 clusters Score -3431373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -3431374.250000 Penalty: 5032.144531
	Iteration 33Q: 3 clusters Score -3431374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3431383.750000 Penalty: 5032.144531
	Iteration 34Q: 3 clusters Score -3431384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3431379.750000 Penalty: 5032.144531
	Iteration 35Q: 3 clusters Score -3431380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -3431379.750000 Penalty: 5032.144531
	Iteration 36Q: 3 clusters Score -3431380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -3431380.000000 Penalty: 5032.144531
	Iteration 37Q: 3 clusters Score -3431380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3431375.750000 Penalty: 5032.144531
	Iteration 38Q: 3 clusters Score -3431376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -3431376.500000 Penalty: 5032.144531
	Iteration 39Q: 3 clusters Score -3431376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -3431380.250000 Penalty: 5032.144531
	Iteration 40F: 3 clusters Score -3431380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3431381.250000 Penalty: 5032.144531
	Iteration 41Q: 3 clusters Score -3431381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -3431381.500000 Penalty: 5032.144531
	Iteration 42Q: 3 clusters Score -3431382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -3431381.500000 Penalty: 5032.144531
	Iteration 43F: 3 clusters Score -3431382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Entering Unmasked Estep 
Score: -2003899.125000 Penalty: 2411.433838
	Iteration 0F: 2 clusters Score -2003899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1992057.125000 Penalty: 4822.867676
	Iteration 0F: 3 clusters Score -1992057 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1996433.625000 Penalty: 4822.867676
	Iteration 1F: 3 clusters Score -1996434 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1997453.750000 Penalty: 4822.867676
	Iteration 2F: 3 clusters Score -1997454 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1998672.000000 Penalty: 4822.867676
	Iteration 3F: 3 clusters Score -1998672 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1999810.875000 Penalty: 4822.867676
	Iteration 4F: 3 clusters Score -1999811 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2000705.500000 Penalty: 4822.867676
	Iteration 5F: 3 clusters Score -2000706 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2001305.375000 Penalty: 4822.867676
	Iteration 6F: 3 clusters Score -2001305 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2001685.750000 Penalty: 4822.867676
	Iteration 7Q: 3 clusters Score -2001686 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2001899.125000 Penalty: 4822.867676
	Iteration 8Q: 3 clusters Score -2001899 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2002035.625000 Penalty: 4822.867676
	Iteration 9Q: 3 clusters Score -2002036 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2002134.125000 Penalty: 4822.867676
	Iteration 10Q: 3 clusters Score -2002134 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2002228.750000 Penalty: 4822.867676
	Iteration 11Q: 3 clusters Score -2002229 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2002309.125000 Penalty: 4822.867676
	Iteration 12Q: 3 clusters Score -2002309 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2002402.000000 Penalty: 4822.867676
	Iteration 13Q: 3 clusters Score -2002402 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2002480.250000 Penalty: 4822.867676
	Iteration 14Q: 3 clusters Score -2002480 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2002577.125000 Penalty: 4822.867676
	Iteration 15Q: 3 clusters Score -2002577 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2002696.750000 Penalty: 4822.867676
	Iteration 16Q: 3 clusters Score -2002697 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2002811.625000 Penalty: 4822.867676
	Iteration 17Q: 3 clusters Score -2002812 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2002935.000000 Penalty: 4822.867676
	Iteration 18Q: 3 clusters Score -2002935 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2003096.000000 Penalty: 4822.867676
	Iteration 19Q: 3 clusters Score -2003096 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2003230.500000 Penalty: 4822.867676
	Iteration 20F: 3 clusters Score -2003230 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2003316.375000 Penalty: 4822.867676
	Iteration 21Q: 3 clusters Score -2003316 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2003367.250000 Penalty: 4822.867676
	Iteration 22Q: 3 clusters Score -2003367 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2003405.875000 Penalty: 4822.867676
	Iteration 23Q: 3 clusters Score -2003406 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2003432.250000 Penalty: 4822.867676
	Iteration 24Q: 3 clusters Score -2003432 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2003450.125000 Penalty: 4822.867676
	Iteration 25Q: 3 clusters Score -2003450 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2003475.750000 Penalty: 4822.867676
	Iteration 26Q: 3 clusters Score -2003476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2003500.375000 Penalty: 4822.867676
	Iteration 27Q: 3 clusters Score -2003500 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2003520.750000 Penalty: 4822.867676
	Iteration 28Q: 3 clusters Score -2003521 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2003534.875000 Penalty: 4822.867676
	Iteration 29Q: 3 clusters Score -2003535 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2003550.625000 Penalty: 4822.867676
	Iteration 30Q: 3 clusters Score -2003551 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2003566.250000 Penalty: 4822.867676
	Iteration 31Q: 3 clusters Score -2003566 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2003594.125000 Penalty: 4822.867676
	Iteration 32Q: 3 clusters Score -2003594 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2003609.625000 Penalty: 4822.867676
	Iteration 33Q: 3 clusters Score -2003610 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2003632.375000 Penalty: 4822.867676
	Iteration 34Q: 3 clusters Score -2003632 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2003660.500000 Penalty: 4822.867676
	Iteration 35Q: 3 clusters Score -2003660 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2003684.250000 Penalty: 4822.867676
	Iteration 36Q: 3 clusters Score -2003684 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2003702.000000 Penalty: 4822.867676
	Iteration 37Q: 3 clusters Score -2003702 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2003729.750000 Penalty: 4822.867676
	Iteration 38Q: 3 clusters Score -2003730 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2003748.875000 Penalty: 4822.867676
	Iteration 39Q: 3 clusters Score -2003749 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2003771.625000 Penalty: 4822.867676
	Iteration 40F: 3 clusters Score -2003772 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2003796.000000 Penalty: 4822.867676
	Iteration 41Q: 3 clusters Score -2003796 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2003808.375000 Penalty: 4822.867676
	Iteration 42Q: 3 clusters Score -2003808 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2003829.125000 Penalty: 4822.867676
	Iteration 43Q: 3 clusters Score -2003829 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2003841.375000 Penalty: 4822.867676
	Iteration 44Q: 3 clusters Score -2003841 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2003854.875000 Penalty: 4822.867676
	Iteration 45Q: 3 clusters Score -2003855 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2003863.875000 Penalty: 4822.867676
	Iteration 46Q: 3 clusters Score -2003864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2003867.000000 Penalty: 4822.867676
	Iteration 47Q: 3 clusters Score -2003867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2003874.375000 Penalty: 4822.867676
	Iteration 48Q: 3 clusters Score -2003874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2003884.500000 Penalty: 4822.867676
	Iteration 49Q: 3 clusters Score -2003884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2003895.125000 Penalty: 4822.867676
	Iteration 50Q: 3 clusters Score -2003895 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2003897.625000 Penalty: 4822.867676
	Iteration 51Q: 3 clusters Score -2003898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2003911.375000 Penalty: 4822.867676
	Iteration 52Q: 3 clusters Score -2003911 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2003920.500000 Penalty: 4822.867676
	Iteration 53Q: 3 clusters Score -2003920 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2003931.500000 Penalty: 4822.867676
	Iteration 54Q: 3 clusters Score -2003932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2003943.750000 Penalty: 4822.867676
	Iteration 55Q: 3 clusters Score -2003944 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2003962.750000 Penalty: 4822.867676
	Iteration 56Q: 3 clusters Score -2003963 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2003959.625000 Penalty: 4822.867676
	Iteration 57Q: 3 clusters Score -2003960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2003975.375000 Penalty: 4822.867676
	Iteration 58Q: 3 clusters Score -2003975 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2003980.250000 Penalty: 4822.867676
	Iteration 59Q: 3 clusters Score -2003980 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2003992.625000 Penalty: 4822.867676
	Iteration 60F: 3 clusters Score -2003993 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2003994.750000 Penalty: 4822.867676
	Iteration 61Q: 3 clusters Score -2003995 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2004008.625000 Penalty: 4822.867676
	Iteration 62Q: 3 clusters Score -2004009 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2004016.875000 Penalty: 4822.867676
	Iteration 63Q: 3 clusters Score -2004017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2004014.250000 Penalty: 4822.867676
	Iteration 64Q: 3 clusters Score -2004014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2004023.125000 Penalty: 4822.867676
	Iteration 65Q: 3 clusters Score -2004023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2004029.875000 Penalty: 4822.867676
	Iteration 66Q: 3 clusters Score -2004030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2004035.375000 Penalty: 4822.867676
	Iteration 67Q: 3 clusters Score -2004035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2004035.750000 Penalty: 4822.867676
	Iteration 68Q: 3 clusters Score -2004036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2004039.375000 Penalty: 4822.867676
	Iteration 69Q: 3 clusters Score -2004039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2004039.125000 Penalty: 4822.867676
	Iteration 70Q: 3 clusters Score -2004039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2004040.500000 Penalty: 4822.867676
	Iteration 71Q: 3 clusters Score -2004040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2004039.500000 Penalty: 4822.867676
	Iteration 72Q: 3 clusters Score -2004040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2004045.125000 Penalty: 4822.867676
	Iteration 73Q: 3 clusters Score -2004045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2004042.500000 Penalty: 4822.867676
	Iteration 74Q: 3 clusters Score -2004042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2004044.625000 Penalty: 4822.867676
	Iteration 75Q: 3 clusters Score -2004045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2004045.125000 Penalty: 4822.867676
	Iteration 76Q: 3 clusters Score -2004045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2004047.750000 Penalty: 4822.867676
	Iteration 77Q: 3 clusters Score -2004048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2004047.750000 Penalty: 4822.867676
	Iteration 78Q: 3 clusters Score -2004048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2004046.750000 Penalty: 4822.867676
	Iteration 79Q: 3 clusters Score -2004047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2004050.625000 Penalty: 4822.867676
	Iteration 80F: 3 clusters Score -2004051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2004050.500000 Penalty: 4822.867676
	Iteration 81Q: 3 clusters Score -2004050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2004052.250000 Penalty: 4822.867676
	Iteration 82Q: 3 clusters Score -2004052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2004050.125000 Penalty: 4822.867676
	Iteration 83Q: 3 clusters Score -2004050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2004055.375000 Penalty: 4822.867676
	Iteration 84Q: 3 clusters Score -2004055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2004057.500000 Penalty: 4822.867676
	Iteration 85Q: 3 clusters Score -2004058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2004058.625000 Penalty: 4822.867676
	Iteration 86Q: 3 clusters Score -2004059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2004062.125000 Penalty: 4822.867676
	Iteration 87Q: 3 clusters Score -2004062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2004065.000000 Penalty: 4822.867676
	Iteration 88Q: 3 clusters Score -2004065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2004063.000000 Penalty: 4822.867676
	Iteration 89Q: 3 clusters Score -2004063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2004057.625000 Penalty: 4822.867676
	Iteration 90Q: 3 clusters Score -2004058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2004059.875000 Penalty: 4822.867676
	Iteration 91Q: 3 clusters Score -2004060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2004062.125000 Penalty: 4822.867676
	Iteration 92Q: 3 clusters Score -2004062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2004062.125000 Penalty: 4822.867676
	Iteration 93F: 3 clusters Score -2004062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3975 members 
Mstep: Class 4 contains 13210 members 
Mstep: Class 5 contains 1266 members 
Mstep: Class 6 contains 37658 members 
Mstep: Class 7 contains 8685 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 167734 members 
Mstep: Class 10 contains 5548 members 
Mstep: Class 11 contains 21236 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 25475 members 
Mstep: Class 15 contains 6576 members 
Mstep: Class 16 contains 27272 members 
Mstep: Class 17 contains 86258 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 19 contains 51188 members 
Mstep: Class 20 contains 13529 members 
Mstep: Class 21 contains 38175 members 
Mstep: Class 22 contains 160344 members 
Mstep: Class 23 contains 17525 members 
Mstep: Class 24 contains 5144 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 17796 members 
Mstep: Class 27 contains 11966 members 
Mstep: Class 28 contains 1575 members 
Mstep: Class 29 contains 148 members 
Mstep: Class 30 contains 10130 members 
Entering Unmasked Estep 
Score: -100871904.000000 Penalty: 100780.804688
Splitting cluster 15 changes total score from -100864440.000000 to -100871904.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (27272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Entering Unmasked Estep 
Score: -3593156.250000 Penalty: 2532.976562
	Iteration 0F: 2 clusters Score -3593156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -3574280.250000 Penalty: 5065.953125
	Iteration 0F: 3 clusters Score -3574280 nChanged 12246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3581172.500000 Penalty: 5065.953125
	Iteration 1F: 3 clusters Score -3581172 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3581966.250000 Penalty: 5065.953125
	Iteration 2F: 3 clusters Score -3581966 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -3583050.000000 Penalty: 5065.953125
	Iteration 3F: 3 clusters Score -3583050 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -3584568.000000 Penalty: 5065.953125
	Iteration 4F: 3 clusters Score -3584568 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -3586231.000000 Penalty: 5065.953125
	Iteration 5F: 3 clusters Score -3586231 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3587754.000000 Penalty: 5065.953125
	Iteration 6F: 3 clusters Score -3587754 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3589012.500000 Penalty: 5065.953125
	Iteration 7F: 3 clusters Score -3589012 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -3590280.500000 Penalty: 5065.953125
	Iteration 8F: 3 clusters Score -3590280 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -3591534.250000 Penalty: 5065.953125
	Iteration 9F: 3 clusters Score -3591534 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -3592946.500000 Penalty: 5065.953125
	Iteration 10F: 3 clusters Score -3592946 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -3594511.250000 Penalty: 5065.953125
	Iteration 11F: 3 clusters Score -3594511 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -3595803.250000 Penalty: 5065.953125
	Iteration 12Q: 3 clusters Score -3595803 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -3596670.750000 Penalty: 5065.953125
	Iteration 13Q: 3 clusters Score -3596671 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -3597177.500000 Penalty: 5065.953125
	Iteration 14Q: 3 clusters Score -3597178 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -3597480.000000 Penalty: 5065.953125
	Iteration 15Q: 3 clusters Score -3597480 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3597718.500000 Penalty: 5065.953125
	Iteration 16Q: 3 clusters Score -3597718 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -3597886.750000 Penalty: 5065.953125
	Iteration 17Q: 3 clusters Score -3597887 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -3598009.750000 Penalty: 5065.953125
	Iteration 18Q: 3 clusters Score -3598010 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -3598069.500000 Penalty: 5065.953125
	Iteration 19Q: 3 clusters Score -3598070 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3598115.750000 Penalty: 5065.953125
	Iteration 20F: 3 clusters Score -3598116 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -3598129.250000 Penalty: 5065.953125
	Iteration 21Q: 3 clusters Score -3598129 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -3598145.750000 Penalty: 5065.953125
	Iteration 22Q: 3 clusters Score -3598146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3598147.000000 Penalty: 5065.953125
	Iteration 23Q: 3 clusters Score -3598147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3598156.500000 Penalty: 5065.953125
	Iteration 24Q: 3 clusters Score -3598156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -3598151.250000 Penalty: 5065.953125
	Iteration 25Q: 3 clusters Score -3598151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -3598153.750000 Penalty: 5065.953125
	Iteration 26Q: 3 clusters Score -3598154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -3598160.000000 Penalty: 5065.953125
	Iteration 27Q: 3 clusters Score -3598160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -3598162.250000 Penalty: 5065.953125
	Iteration 28Q: 3 clusters Score -3598162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3598155.250000 Penalty: 5065.953125
	Iteration 29Q: 3 clusters Score -3598155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -3598170.750000 Penalty: 5065.953125
	Iteration 30Q: 3 clusters Score -3598171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -3598170.000000 Penalty: 5065.953125
	Iteration 31Q: 3 clusters Score -3598170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -3598168.000000 Penalty: 5065.953125
	Iteration 32Q: 3 clusters Score -3598168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3598170.750000 Penalty: 5065.953125
	Iteration 33Q: 3 clusters Score -3598171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -3598168.250000 Penalty: 5065.953125
	Iteration 34Q: 3 clusters Score -3598168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -3598165.750000 Penalty: 5065.953125
	Iteration 35Q: 3 clusters Score -3598166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -3598165.750000 Penalty: 5065.953125
	Iteration 36F: 3 clusters Score -3598166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3975 members 
Mstep: Class 4 contains 13210 members 
Mstep: Class 5 contains 1266 members 
Mstep: Class 6 contains 37658 members 
Mstep: Class 7 contains 8685 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 167734 members 
Mstep: Class 10 contains 5548 members 
Mstep: Class 11 contains 21236 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 25475 members 
Mstep: Class 15 contains 6576 members 
Mstep: Class 16 contains 19913 members 
Mstep: Class 17 contains 86258 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 19 contains 51188 members 
Mstep: Class 20 contains 13529 members 
Mstep: Class 21 contains 38175 members 
Mstep: Class 22 contains 160344 members 
Mstep: Class 23 contains 17525 members 
Mstep: Class 24 contains 5144 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 17796 members 
Mstep: Class 27 contains 11966 members 
Mstep: Class 28 contains 1575 members 
Mstep: Class 29 contains 148 members 
Mstep: Class 30 contains 10130 members 
Mstep: Class 31 contains 7359 members 
Entering Unmasked Estep 
Score: -100876104.000000 Penalty: 104140.164062
Splitting cluster 16 changes total score from -100864440.000000 to -100876104.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (86258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86258 members 
Entering Unmasked Estep 
Score: -11692850.000000 Penalty: 2818.544189
	Iteration 0F: 2 clusters Score -1.169285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -11634827.000000 Penalty: 5637.088379
	Iteration 0F: 3 clusters Score -1.163483e+07 nChanged 40755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -11659478.000000 Penalty: 5637.088379
	Iteration 1F: 3 clusters Score -1.165948e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -11661973.000000 Penalty: 5637.088379
	Iteration 2F: 3 clusters Score -1.166197e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -11665432.000000 Penalty: 5637.088379
	Iteration 3F: 3 clusters Score -1.166543e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -11669307.000000 Penalty: 5637.088379
	Iteration 4F: 3 clusters Score -1.166931e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -11672621.000000 Penalty: 5637.088379
	Iteration 5F: 3 clusters Score -1.167262e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -11675096.000000 Penalty: 5637.088379
	Iteration 6F: 3 clusters Score -1.16751e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -11676860.000000 Penalty: 5637.088379
	Iteration 7F: 3 clusters Score -1.167686e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -11678119.000000 Penalty: 5637.088379
	Iteration 8Q: 3 clusters Score -1.167812e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -11679448.000000 Penalty: 5637.088379
	Iteration 9Q: 3 clusters Score -1.167945e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -11680627.000000 Penalty: 5637.088379
	Iteration 10Q: 3 clusters Score -1.168063e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -11682057.000000 Penalty: 5637.088379
	Iteration 11Q: 3 clusters Score -1.168206e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64308 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -11683670.000000 Penalty: 5637.088379
	Iteration 12Q: 3 clusters Score -1.168367e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -11685265.000000 Penalty: 5637.088379
	Iteration 13Q: 3 clusters Score -1.168526e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70644 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -11686785.000000 Penalty: 5637.088379
	Iteration 14Q: 3 clusters Score -1.168678e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73316 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -11688164.000000 Penalty: 5637.088379
	Iteration 15Q: 3 clusters Score -1.168816e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75626 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -11689167.000000 Penalty: 5637.088379
	Iteration 16Q: 3 clusters Score -1.168917e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -11690029.000000 Penalty: 5637.088379
	Iteration 17Q: 3 clusters Score -1.169003e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79104 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -11690771.000000 Penalty: 5637.088379
	Iteration 18Q: 3 clusters Score -1.169077e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80299 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -11691273.000000 Penalty: 5637.088379
	Iteration 19Q: 3 clusters Score -1.169127e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81206 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -11691622.000000 Penalty: 5637.088379
	Iteration 20F: 3 clusters Score -1.169162e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81832 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -11691887.000000 Penalty: 5637.088379
	Iteration 21Q: 3 clusters Score -1.169189e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -11692072.000000 Penalty: 5637.088379
	Iteration 22Q: 3 clusters Score -1.169207e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82683 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -11692207.000000 Penalty: 5637.088379
	Iteration 23Q: 3 clusters Score -1.169221e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82918 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -11692289.000000 Penalty: 5637.088379
	Iteration 24Q: 3 clusters Score -1.169229e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83096 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -11692301.000000 Penalty: 5637.088379
	Iteration 25Q: 3 clusters Score -1.16923e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83237 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -11692344.000000 Penalty: 5637.088379
	Iteration 26Q: 3 clusters Score -1.169234e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -11692377.000000 Penalty: 5637.088379
	Iteration 27Q: 3 clusters Score -1.169238e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83437 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -11692401.000000 Penalty: 5637.088379
	Iteration 28Q: 3 clusters Score -1.16924e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83514 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -11692418.000000 Penalty: 5637.088379
	Iteration 29Q: 3 clusters Score -1.169242e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83573 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -11692446.000000 Penalty: 5637.088379
	Iteration 30Q: 3 clusters Score -1.169245e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83609 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -11692460.000000 Penalty: 5637.088379
	Iteration 31Q: 3 clusters Score -1.169246e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -11692477.000000 Penalty: 5637.088379
	Iteration 32Q: 3 clusters Score -1.169248e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83688 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -11692491.000000 Penalty: 5637.088379
	Iteration 33Q: 3 clusters Score -1.169249e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83713 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -11692518.000000 Penalty: 5637.088379
	Iteration 34Q: 3 clusters Score -1.169252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83735 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -11692523.000000 Penalty: 5637.088379
	Iteration 35Q: 3 clusters Score -1.169252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83750 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -11692529.000000 Penalty: 5637.088379
	Iteration 36Q: 3 clusters Score -1.169253e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83758 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -11692520.000000 Penalty: 5637.088379
	Iteration 37Q: 3 clusters Score -1.169252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83766 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -11692513.000000 Penalty: 5637.088379
	Iteration 38Q: 3 clusters Score -1.169251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83778 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -11692520.000000 Penalty: 5637.088379
	Iteration 39Q: 3 clusters Score -1.169252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83784 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -11692523.000000 Penalty: 5637.088379
	Iteration 40F: 3 clusters Score -1.169252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83791 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -11692533.000000 Penalty: 5637.088379
	Iteration 41Q: 3 clusters Score -1.169253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83798 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -11692522.000000 Penalty: 5637.088379
	Iteration 42Q: 3 clusters Score -1.169252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83805 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -11692520.000000 Penalty: 5637.088379
	Iteration 43Q: 3 clusters Score -1.169252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83813 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -11692516.000000 Penalty: 5637.088379
	Iteration 44Q: 3 clusters Score -1.169252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83821 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -11692515.000000 Penalty: 5637.088379
	Iteration 45Q: 3 clusters Score -1.169252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83826 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -11692514.000000 Penalty: 5637.088379
	Iteration 46Q: 3 clusters Score -1.169251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83830 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -11692511.000000 Penalty: 5637.088379
	Iteration 47Q: 3 clusters Score -1.169251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83830 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -11692513.000000 Penalty: 5637.088379
	Iteration 48Q: 3 clusters Score -1.169251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83830 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -11692513.000000 Penalty: 5637.088379
	Iteration 49F: 3 clusters Score -1.169251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Entering Unmasked Estep 
Score: -750064.437500 Penalty: 2122.562256
	Iteration 0F: 2 clusters Score -750064.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -745490.625000 Penalty: 4245.124512
	Iteration 0F: 3 clusters Score -745490.6 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -746541.562500 Penalty: 4245.124512
	Iteration 1F: 3 clusters Score -746541.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -746723.937500 Penalty: 4245.124512
	Iteration 2F: 3 clusters Score -746723.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -746839.437500 Penalty: 4245.124512
	Iteration 3Q: 3 clusters Score -746839.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -746912.375000 Penalty: 4245.124512
	Iteration 4Q: 3 clusters Score -746912.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -746961.562500 Penalty: 4245.124512
	Iteration 5Q: 3 clusters Score -746961.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -747003.687500 Penalty: 4245.124512
	Iteration 6Q: 3 clusters Score -747003.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -747041.500000 Penalty: 4245.124512
	Iteration 7Q: 3 clusters Score -747041.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -747063.812500 Penalty: 4245.124512
	Iteration 8Q: 3 clusters Score -747063.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -747091.500000 Penalty: 4245.124512
	Iteration 9Q: 3 clusters Score -747091.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -747105.875000 Penalty: 4245.124512
	Iteration 10Q: 3 clusters Score -747105.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -747122.625000 Penalty: 4245.124512
	Iteration 11Q: 3 clusters Score -747122.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -747142.750000 Penalty: 4245.124512
	Iteration 12Q: 3 clusters Score -747142.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -747159.437500 Penalty: 4245.124512
	Iteration 13Q: 3 clusters Score -747159.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -747177.937500 Penalty: 4245.124512
	Iteration 14Q: 3 clusters Score -747177.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -747194.187500 Penalty: 4245.124512
	Iteration 15Q: 3 clusters Score -747194.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -747204.375000 Penalty: 4245.124512
	Iteration 16Q: 3 clusters Score -747204.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -747215.125000 Penalty: 4245.124512
	Iteration 17Q: 3 clusters Score -747215.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -747224.000000 Penalty: 4245.124512
	Iteration 18Q: 3 clusters Score -747224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -747233.000000 Penalty: 4245.124512
	Iteration 19Q: 3 clusters Score -747233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -747240.625000 Penalty: 4245.124512
	Iteration 20F: 3 clusters Score -747240.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -747248.375000 Penalty: 4245.124512
	Iteration 21Q: 3 clusters Score -747248.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -747258.312500 Penalty: 4245.124512
	Iteration 22Q: 3 clusters Score -747258.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -747271.562500 Penalty: 4245.124512
	Iteration 23Q: 3 clusters Score -747271.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -747283.687500 Penalty: 4245.124512
	Iteration 24Q: 3 clusters Score -747283.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -747303.500000 Penalty: 4245.124512
	Iteration 25Q: 3 clusters Score -747303.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -747325.062500 Penalty: 4245.124512
	Iteration 26Q: 3 clusters Score -747325.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -747348.625000 Penalty: 4245.124512
	Iteration 27Q: 3 clusters Score -747348.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -747380.875000 Penalty: 4245.124512
	Iteration 28Q: 3 clusters Score -747380.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -747403.687500 Penalty: 4245.124512
	Iteration 29Q: 3 clusters Score -747403.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -747426.500000 Penalty: 4245.124512
	Iteration 30Q: 3 clusters Score -747426.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -747452.625000 Penalty: 4245.124512
	Iteration 31Q: 3 clusters Score -747452.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -747483.187500 Penalty: 4245.124512
	Iteration 32Q: 3 clusters Score -747483.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -747514.875000 Penalty: 4245.124512
	Iteration 33Q: 3 clusters Score -747514.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -747545.875000 Penalty: 4245.124512
	Iteration 34Q: 3 clusters Score -747545.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -747588.750000 Penalty: 4245.124512
	Iteration 35Q: 3 clusters Score -747588.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -747634.750000 Penalty: 4245.124512
	Iteration 36Q: 3 clusters Score -747634.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -747692.687500 Penalty: 4245.124512
	Iteration 37Q: 3 clusters Score -747692.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -747740.812500 Penalty: 4245.124512
	Iteration 38Q: 3 clusters Score -747740.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -747779.562500 Penalty: 4245.124512
	Iteration 39Q: 3 clusters Score -747779.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -747812.937500 Penalty: 4245.124512
	Iteration 40F: 3 clusters Score -747812.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -747848.562500 Penalty: 4245.124512
	Iteration 41Q: 3 clusters Score -747848.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -747877.500000 Penalty: 4245.124512
	Iteration 42Q: 3 clusters Score -747877.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -747904.437500 Penalty: 4245.124512
	Iteration 43Q: 3 clusters Score -747904.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -747937.750000 Penalty: 4245.124512
	Iteration 44Q: 3 clusters Score -747937.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -747968.375000 Penalty: 4245.124512
	Iteration 45Q: 3 clusters Score -747968.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -747993.875000 Penalty: 4245.124512
	Iteration 46Q: 3 clusters Score -747993.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -748019.312500 Penalty: 4245.124512
	Iteration 47Q: 3 clusters Score -748019.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -748033.312500 Penalty: 4245.124512
	Iteration 48Q: 3 clusters Score -748033.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -748048.250000 Penalty: 4245.124512
	Iteration 49Q: 3 clusters Score -748048.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -748066.312500 Penalty: 4245.124512
	Iteration 50Q: 3 clusters Score -748066.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -748081.375000 Penalty: 4245.124512
	Iteration 51Q: 3 clusters Score -748081.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -748089.937500 Penalty: 4245.124512
	Iteration 52Q: 3 clusters Score -748089.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -748097.500000 Penalty: 4245.124512
	Iteration 53Q: 3 clusters Score -748097.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -748105.875000 Penalty: 4245.124512
	Iteration 54Q: 3 clusters Score -748105.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -748111.437500 Penalty: 4245.124512
	Iteration 55Q: 3 clusters Score -748111.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -748114.125000 Penalty: 4245.124512
	Iteration 56Q: 3 clusters Score -748114.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -748114.625000 Penalty: 4245.124512
	Iteration 57Q: 3 clusters Score -748114.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -748115.125000 Penalty: 4245.124512
	Iteration 58Q: 3 clusters Score -748115.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -748120.375000 Penalty: 4245.124512
	Iteration 59Q: 3 clusters Score -748120.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -748120.875000 Penalty: 4245.124512
	Iteration 60F: 3 clusters Score -748120.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -748122.937500 Penalty: 4245.124512
	Iteration 61Q: 3 clusters Score -748122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -748124.312500 Penalty: 4245.124512
	Iteration 62Q: 3 clusters Score -748124.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -748125.937500 Penalty: 4245.124512
	Iteration 63Q: 3 clusters Score -748125.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -748125.500000 Penalty: 4245.124512
	Iteration 64Q: 3 clusters Score -748125.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -748130.000000 Penalty: 4245.124512
	Iteration 65Q: 3 clusters Score -748130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -748132.875000 Penalty: 4245.124512
	Iteration 66Q: 3 clusters Score -748132.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -748134.625000 Penalty: 4245.124512
	Iteration 67Q: 3 clusters Score -748134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -748136.437500 Penalty: 4245.124512
	Iteration 68Q: 3 clusters Score -748136.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -748136.437500 Penalty: 4245.124512
	Iteration 69F: 3 clusters Score -748136.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Entering Unmasked Estep 
Score: -6924531.500000 Penalty: 2689.128662
	Iteration 0F: 2 clusters Score -6924532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -6890101.000000 Penalty: 5378.257324
	Iteration 0F: 3 clusters Score -6890101 nChanged 23676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -6903147.000000 Penalty: 5378.257324
	Iteration 1F: 3 clusters Score -6903147 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -6903920.500000 Penalty: 5378.257324
	Iteration 2Q: 3 clusters Score -6903920 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -6904811.000000 Penalty: 5378.257324
	Iteration 3Q: 3 clusters Score -6904811 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -6906033.000000 Penalty: 5378.257324
	Iteration 4F: 3 clusters Score -6906033 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -6907673.500000 Penalty: 5378.257324
	Iteration 5F: 3 clusters Score -6907674 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -6909944.500000 Penalty: 5378.257324
	Iteration 6F: 3 clusters Score -6909944 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -6912642.500000 Penalty: 5378.257324
	Iteration 7F: 3 clusters Score -6912642 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -6915430.000000 Penalty: 5378.257324
	Iteration 8F: 3 clusters Score -6915430 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -6917720.000000 Penalty: 5378.257324
	Iteration 9F: 3 clusters Score -6917720 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -6919307.500000 Penalty: 5378.257324
	Iteration 10Q: 3 clusters Score -6919308 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -6920422.500000 Penalty: 5378.257324
	Iteration 11Q: 3 clusters Score -6920422 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -6921171.000000 Penalty: 5378.257324
	Iteration 12Q: 3 clusters Score -6921171 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -6921612.000000 Penalty: 5378.257324
	Iteration 13Q: 3 clusters Score -6921612 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6921841.000000 Penalty: 5378.257324
	Iteration 14Q: 3 clusters Score -6921841 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6922034.000000 Penalty: 5378.257324
	Iteration 15Q: 3 clusters Score -6922034 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6922140.000000 Penalty: 5378.257324
	Iteration 16Q: 3 clusters Score -6922140 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6922238.000000 Penalty: 5378.257324
	Iteration 17Q: 3 clusters Score -6922238 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6922277.000000 Penalty: 5378.257324
	Iteration 18Q: 3 clusters Score -6922277 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6922310.000000 Penalty: 5378.257324
	Iteration 19Q: 3 clusters Score -6922310 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6922343.000000 Penalty: 5378.257324
	Iteration 20F: 3 clusters Score -6922343 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6922369.500000 Penalty: 5378.257324
	Iteration 21Q: 3 clusters Score -6922370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6922393.500000 Penalty: 5378.257324
	Iteration 22Q: 3 clusters Score -6922394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6922404.000000 Penalty: 5378.257324
	Iteration 23Q: 3 clusters Score -6922404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6922409.000000 Penalty: 5378.257324
	Iteration 24Q: 3 clusters Score -6922409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6922412.000000 Penalty: 5378.257324
	Iteration 25Q: 3 clusters Score -6922412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6922431.500000 Penalty: 5378.257324
	Iteration 26Q: 3 clusters Score -6922432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6922445.000000 Penalty: 5378.257324
	Iteration 27Q: 3 clusters Score -6922445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6922439.000000 Penalty: 5378.257324
	Iteration 28Q: 3 clusters Score -6922439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6922438.500000 Penalty: 5378.257324
	Iteration 29Q: 3 clusters Score -6922438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6922432.000000 Penalty: 5378.257324
	Iteration 30Q: 3 clusters Score -6922432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6922445.500000 Penalty: 5378.257324
	Iteration 31Q: 3 clusters Score -6922446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6922447.000000 Penalty: 5378.257324
	Iteration 32Q: 3 clusters Score -6922447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6922450.000000 Penalty: 5378.257324
	Iteration 33Q: 3 clusters Score -6922450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6922446.500000 Penalty: 5378.257324
	Iteration 34Q: 3 clusters Score -6922446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6922443.000000 Penalty: 5378.257324
	Iteration 35Q: 3 clusters Score -6922443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6922443.500000 Penalty: 5378.257324
	Iteration 36Q: 3 clusters Score -6922444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6922443.000000 Penalty: 5378.257324
	Iteration 37Q: 3 clusters Score -6922443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6922452.000000 Penalty: 5378.257324
	Iteration 38Q: 3 clusters Score -6922452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6922451.500000 Penalty: 5378.257324
	Iteration 39Q: 3 clusters Score -6922452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6922452.500000 Penalty: 5378.257324
	Iteration 40F: 3 clusters Score -6922452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6922457.500000 Penalty: 5378.257324
	Iteration 41Q: 3 clusters Score -6922458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6922462.000000 Penalty: 5378.257324
	Iteration 42Q: 3 clusters Score -6922462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6922462.000000 Penalty: 5378.257324
	Iteration 43F: 3 clusters Score -6922462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Entering Unmasked Estep 
Score: -1848855.500000 Penalty: 2359.122314
	Iteration 0F: 2 clusters Score -1848856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1838947.250000 Penalty: 4718.244629
	Iteration 0F: 3 clusters Score -1838947 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1841973.750000 Penalty: 4718.244629
	Iteration 1F: 3 clusters Score -1841974 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1842450.625000 Penalty: 4718.244629
	Iteration 2F: 3 clusters Score -1842451 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1842861.375000 Penalty: 4718.244629
	Iteration 3F: 3 clusters Score -1842861 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1843259.750000 Penalty: 4718.244629
	Iteration 4F: 3 clusters Score -1843260 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1843572.500000 Penalty: 4718.244629
	Iteration 5Q: 3 clusters Score -1843572 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1843834.250000 Penalty: 4718.244629
	Iteration 6Q: 3 clusters Score -1843834 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1844074.125000 Penalty: 4718.244629
	Iteration 7Q: 3 clusters Score -1844074 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1844253.125000 Penalty: 4718.244629
	Iteration 8Q: 3 clusters Score -1844253 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1844403.500000 Penalty: 4718.244629
	Iteration 9Q: 3 clusters Score -1844404 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1844528.875000 Penalty: 4718.244629
	Iteration 10Q: 3 clusters Score -1844529 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1844646.875000 Penalty: 4718.244629
	Iteration 11Q: 3 clusters Score -1844647 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1844750.875000 Penalty: 4718.244629
	Iteration 12Q: 3 clusters Score -1844751 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1844833.500000 Penalty: 4718.244629
	Iteration 13Q: 3 clusters Score -1844834 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1844914.000000 Penalty: 4718.244629
	Iteration 14Q: 3 clusters Score -1844914 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1844997.375000 Penalty: 4718.244629
	Iteration 15Q: 3 clusters Score -1844997 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1845075.250000 Penalty: 4718.244629
	Iteration 16Q: 3 clusters Score -1845075 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1845167.125000 Penalty: 4718.244629
	Iteration 17Q: 3 clusters Score -1845167 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1845266.625000 Penalty: 4718.244629
	Iteration 18Q: 3 clusters Score -1845267 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1845385.750000 Penalty: 4718.244629
	Iteration 19Q: 3 clusters Score -1845386 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1845527.125000 Penalty: 4718.244629
	Iteration 20F: 3 clusters Score -1845527 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1845671.250000 Penalty: 4718.244629
	Iteration 21Q: 3 clusters Score -1845671 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1845821.625000 Penalty: 4718.244629
	Iteration 22Q: 3 clusters Score -1845822 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1845966.375000 Penalty: 4718.244629
	Iteration 23Q: 3 clusters Score -1845966 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1846111.625000 Penalty: 4718.244629
	Iteration 24Q: 3 clusters Score -1846112 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1846246.250000 Penalty: 4718.244629
	Iteration 25Q: 3 clusters Score -1846246 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1846378.750000 Penalty: 4718.244629
	Iteration 26Q: 3 clusters Score -1846379 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1846486.375000 Penalty: 4718.244629
	Iteration 27Q: 3 clusters Score -1846486 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1846590.625000 Penalty: 4718.244629
	Iteration 28Q: 3 clusters Score -1846591 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1846670.375000 Penalty: 4718.244629
	Iteration 29Q: 3 clusters Score -1846670 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1846716.875000 Penalty: 4718.244629
	Iteration 30Q: 3 clusters Score -1846717 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1846751.125000 Penalty: 4718.244629
	Iteration 31Q: 3 clusters Score -1846751 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1846783.500000 Penalty: 4718.244629
	Iteration 32Q: 3 clusters Score -1846784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1846803.000000 Penalty: 4718.244629
	Iteration 33Q: 3 clusters Score -1846803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1846815.375000 Penalty: 4718.244629
	Iteration 34Q: 3 clusters Score -1846815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1846828.750000 Penalty: 4718.244629
	Iteration 35Q: 3 clusters Score -1846829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1846838.875000 Penalty: 4718.244629
	Iteration 36Q: 3 clusters Score -1846839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1846845.125000 Penalty: 4718.244629
	Iteration 37Q: 3 clusters Score -1846845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1846860.500000 Penalty: 4718.244629
	Iteration 38Q: 3 clusters Score -1846860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1846875.375000 Penalty: 4718.244629
	Iteration 39Q: 3 clusters Score -1846875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1846875.000000 Penalty: 4718.244629
	Iteration 40F: 3 clusters Score -1846875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1846883.750000 Penalty: 4718.244629
	Iteration 41Q: 3 clusters Score -1846884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1846888.000000 Penalty: 4718.244629
	Iteration 42Q: 3 clusters Score -1846888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1846895.125000 Penalty: 4718.244629
	Iteration 43Q: 3 clusters Score -1846895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1846897.625000 Penalty: 4718.244629
	Iteration 44Q: 3 clusters Score -1846898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1846902.500000 Penalty: 4718.244629
	Iteration 45Q: 3 clusters Score -1846902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1846909.625000 Penalty: 4718.244629
	Iteration 46Q: 3 clusters Score -1846910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1846915.000000 Penalty: 4718.244629
	Iteration 47Q: 3 clusters Score -1846915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1846916.125000 Penalty: 4718.244629
	Iteration 48Q: 3 clusters Score -1846916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1846921.125000 Penalty: 4718.244629
	Iteration 49Q: 3 clusters Score -1846921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1846920.500000 Penalty: 4718.244629
	Iteration 50Q: 3 clusters Score -1846920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1846920.875000 Penalty: 4718.244629
	Iteration 51Q: 3 clusters Score -1846921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1846921.750000 Penalty: 4718.244629
	Iteration 52Q: 3 clusters Score -1846922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1846926.875000 Penalty: 4718.244629
	Iteration 53Q: 3 clusters Score -1846927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1846929.500000 Penalty: 4718.244629
	Iteration 54Q: 3 clusters Score -1846930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1846930.875000 Penalty: 4718.244629
	Iteration 55Q: 3 clusters Score -1846931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1846932.375000 Penalty: 4718.244629
	Iteration 56Q: 3 clusters Score -1846932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1846937.000000 Penalty: 4718.244629
	Iteration 57Q: 3 clusters Score -1846937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1846935.875000 Penalty: 4718.244629
	Iteration 58Q: 3 clusters Score -1846936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1846940.875000 Penalty: 4718.244629
	Iteration 59Q: 3 clusters Score -1846941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1846943.000000 Penalty: 4718.244629
	Iteration 60F: 3 clusters Score -1846943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1846946.625000 Penalty: 4718.244629
	Iteration 61Q: 3 clusters Score -1846947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1846946.625000 Penalty: 4718.244629
	Iteration 62F: 3 clusters Score -1846947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Entering Unmasked Estep 
Score: -4826030.500000 Penalty: 2616.384277
	Iteration 0F: 2 clusters Score -4826030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -4799986.500000 Penalty: 5232.768555
	Iteration 0F: 3 clusters Score -4799986 nChanged 17445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -4810387.500000 Penalty: 5232.768555
	Iteration 1F: 3 clusters Score -4810388 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -4811638.000000 Penalty: 5232.768555
	Iteration 2F: 3 clusters Score -4811638 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -4812990.000000 Penalty: 5232.768555
	Iteration 3F: 3 clusters Score -4812990 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -4814151.000000 Penalty: 5232.768555
	Iteration 4F: 3 clusters Score -4814151 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -4815067.500000 Penalty: 5232.768555
	Iteration 5F: 3 clusters Score -4815068 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -4815821.000000 Penalty: 5232.768555
	Iteration 6Q: 3 clusters Score -4815821 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4816459.500000 Penalty: 5232.768555
	Iteration 7Q: 3 clusters Score -4816460 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -4816959.000000 Penalty: 5232.768555
	Iteration 8Q: 3 clusters Score -4816959 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -4817427.500000 Penalty: 5232.768555
	Iteration 9Q: 3 clusters Score -4817428 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -4817856.000000 Penalty: 5232.768555
	Iteration 10Q: 3 clusters Score -4817856 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -4818343.000000 Penalty: 5232.768555
	Iteration 11Q: 3 clusters Score -4818343 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -4818889.000000 Penalty: 5232.768555
	Iteration 12Q: 3 clusters Score -4818889 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -4819459.500000 Penalty: 5232.768555
	Iteration 13Q: 3 clusters Score -4819460 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -4820052.500000 Penalty: 5232.768555
	Iteration 14Q: 3 clusters Score -4820052 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -4820529.000000 Penalty: 5232.768555
	Iteration 15Q: 3 clusters Score -4820529 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -4820937.000000 Penalty: 5232.768555
	Iteration 16Q: 3 clusters Score -4820937 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -4821275.500000 Penalty: 5232.768555
	Iteration 17Q: 3 clusters Score -4821276 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -4821521.000000 Penalty: 5232.768555
	Iteration 18Q: 3 clusters Score -4821521 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -4821812.000000 Penalty: 5232.768555
	Iteration 19Q: 3 clusters Score -4821812 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -4822058.500000 Penalty: 5232.768555
	Iteration 20F: 3 clusters Score -4822058 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -4822317.000000 Penalty: 5232.768555
	Iteration 21Q: 3 clusters Score -4822317 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -4822644.000000 Penalty: 5232.768555
	Iteration 22Q: 3 clusters Score -4822644 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -4822920.000000 Penalty: 5232.768555
	Iteration 23Q: 3 clusters Score -4822920 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -4823327.000000 Penalty: 5232.768555
	Iteration 24Q: 3 clusters Score -4823327 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -4823669.500000 Penalty: 5232.768555
	Iteration 25Q: 3 clusters Score -4823670 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -4824005.500000 Penalty: 5232.768555
	Iteration 26Q: 3 clusters Score -4824006 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -4824277.000000 Penalty: 5232.768555
	Iteration 27Q: 3 clusters Score -4824277 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -4824448.500000 Penalty: 5232.768555
	Iteration 28Q: 3 clusters Score -4824448 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -4824603.000000 Penalty: 5232.768555
	Iteration 29Q: 3 clusters Score -4824603 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -4824731.500000 Penalty: 5232.768555
	Iteration 30Q: 3 clusters Score -4824732 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -4824797.000000 Penalty: 5232.768555
	Iteration 31Q: 3 clusters Score -4824797 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -4824854.500000 Penalty: 5232.768555
	Iteration 32Q: 3 clusters Score -4824854 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -4824904.000000 Penalty: 5232.768555
	Iteration 33Q: 3 clusters Score -4824904 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -4824929.000000 Penalty: 5232.768555
	Iteration 34Q: 3 clusters Score -4824929 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -4824954.500000 Penalty: 5232.768555
	Iteration 35Q: 3 clusters Score -4824954 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -4824972.000000 Penalty: 5232.768555
	Iteration 36Q: 3 clusters Score -4824972 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -4824973.000000 Penalty: 5232.768555
	Iteration 37Q: 3 clusters Score -4824973 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -4824975.000000 Penalty: 5232.768555
	Iteration 38Q: 3 clusters Score -4824975 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -4824991.500000 Penalty: 5232.768555
	Iteration 39Q: 3 clusters Score -4824992 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -4824994.500000 Penalty: 5232.768555
	Iteration 40F: 3 clusters Score -4824994 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -4825008.500000 Penalty: 5232.768555
	Iteration 41Q: 3 clusters Score -4825008 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -4825002.500000 Penalty: 5232.768555
	Iteration 42Q: 3 clusters Score -4825002 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -4825010.500000 Penalty: 5232.768555
	Iteration 43Q: 3 clusters Score -4825010 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -4825014.500000 Penalty: 5232.768555
	Iteration 44Q: 3 clusters Score -4825014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -4825024.000000 Penalty: 5232.768555
	Iteration 45Q: 3 clusters Score -4825024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -4825027.500000 Penalty: 5232.768555
	Iteration 46Q: 3 clusters Score -4825028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -4825027.000000 Penalty: 5232.768555
	Iteration 47Q: 3 clusters Score -4825027 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -4825023.500000 Penalty: 5232.768555
	Iteration 48Q: 3 clusters Score -4825024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -4825022.500000 Penalty: 5232.768555
	Iteration 49Q: 3 clusters Score -4825022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -4825021.500000 Penalty: 5232.768555
	Iteration 50Q: 3 clusters Score -4825022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -4825037.500000 Penalty: 5232.768555
	Iteration 51Q: 3 clusters Score -4825038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -4825042.500000 Penalty: 5232.768555
	Iteration 52Q: 3 clusters Score -4825042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -4825042.000000 Penalty: 5232.768555
	Iteration 53Q: 3 clusters Score -4825042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -4825040.000000 Penalty: 5232.768555
	Iteration 54Q: 3 clusters Score -4825040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -4825044.500000 Penalty: 5232.768555
	Iteration 55Q: 3 clusters Score -4825044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -4825040.000000 Penalty: 5232.768555
	Iteration 56Q: 3 clusters Score -4825040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -4825040.000000 Penalty: 5232.768555
	Iteration 57Q: 3 clusters Score -4825040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -4825037.500000 Penalty: 5232.768555
	Iteration 58Q: 3 clusters Score -4825038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -4825023.000000 Penalty: 5232.768555
	Iteration 59Q: 3 clusters Score -4825023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -4825027.500000 Penalty: 5232.768555
	Iteration 60F: 3 clusters Score -4825028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -4825030.000000 Penalty: 5232.768555
	Iteration 61Q: 3 clusters Score -4825030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -4825036.500000 Penalty: 5232.768555
	Iteration 62Q: 3 clusters Score -4825036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -4825034.000000 Penalty: 5232.768555
	Iteration 63Q: 3 clusters Score -4825034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -4825034.500000 Penalty: 5232.768555
	Iteration 64Q: 3 clusters Score -4825034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -4825035.500000 Penalty: 5232.768555
	Iteration 65Q: 3 clusters Score -4825036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -4825033.000000 Penalty: 5232.768555
	Iteration 66Q: 3 clusters Score -4825033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -4825037.500000 Penalty: 5232.768555
	Iteration 67Q: 3 clusters Score -4825038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -4825031.500000 Penalty: 5232.768555
	Iteration 68Q: 3 clusters Score -4825032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -4825028.000000 Penalty: 5232.768555
	Iteration 69Q: 3 clusters Score -4825028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -4825033.500000 Penalty: 5232.768555
	Iteration 70Q: 3 clusters Score -4825034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -4825036.000000 Penalty: 5232.768555
	Iteration 71Q: 3 clusters Score -4825036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -4825034.500000 Penalty: 5232.768555
	Iteration 72Q: 3 clusters Score -4825034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -4825034.500000 Penalty: 5232.768555
	Iteration 73F: 3 clusters Score -4825034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (160344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160344 members 
Entering Unmasked Estep 
Score: -21936296.000000 Penalty: 2972.299072
	Iteration 0F: 2 clusters Score -2.19363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80168 members 
Mstep: Class 2 contains 80176 members 
Entering Unmasked Estep 
Score: -21832756.000000 Penalty: 5944.598145
	Iteration 0F: 3 clusters Score -2.183276e+07 nChanged 76769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78567 members 
Mstep: Class 2 contains 81777 members 
Entering Unmasked Estep 
Score: -21877766.000000 Penalty: 5944.598145
	Iteration 1F: 3 clusters Score -2.187777e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77179 members 
Mstep: Class 2 contains 83165 members 
Entering Unmasked Estep 
Score: -21879648.000000 Penalty: 5944.598145
	Iteration 2Q: 3 clusters Score -2.187965e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74765 members 
Mstep: Class 2 contains 85579 members 
Entering Unmasked Estep 
Score: -21882580.000000 Penalty: 5944.598145
	Iteration 3Q: 3 clusters Score -2.188258e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71167 members 
Mstep: Class 2 contains 89177 members 
Entering Unmasked Estep 
Score: -21887028.000000 Penalty: 5944.598145
	Iteration 4F: 3 clusters Score -2.188703e+07 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 94218 members 
Entering Unmasked Estep 
Score: -21892270.000000 Penalty: 5944.598145
	Iteration 5F: 3 clusters Score -2.189227e+07 nChanged 10922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 100044 members 
Entering Unmasked Estep 
Score: -21898618.000000 Penalty: 5944.598145
	Iteration 6F: 3 clusters Score -2.189862e+07 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 106229 members 
Entering Unmasked Estep 
Score: -21903976.000000 Penalty: 5944.598145
	Iteration 7F: 3 clusters Score -2.190398e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 112102 members 
Entering Unmasked Estep 
Score: -21907976.000000 Penalty: 5944.598145
	Iteration 8F: 3 clusters Score -2.190798e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 117981 members 
Entering Unmasked Estep 
Score: -21911340.000000 Penalty: 5944.598145
	Iteration 9Q: 3 clusters Score -2.191134e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 123683 members 
Entering Unmasked Estep 
Score: -21913960.000000 Penalty: 5944.598145
	Iteration 10Q: 3 clusters Score -2.191396e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 129439 members 
Entering Unmasked Estep 
Score: -21916764.000000 Penalty: 5944.598145
	Iteration 11Q: 3 clusters Score -2.191676e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 135243 members 
Entering Unmasked Estep 
Score: -21919744.000000 Penalty: 5944.598145
	Iteration 12Q: 3 clusters Score -2.191974e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 141021 members 
Entering Unmasked Estep 
Score: -21922866.000000 Penalty: 5944.598145
	Iteration 13Q: 3 clusters Score -2.192287e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 146406 members 
Entering Unmasked Estep 
Score: -21926104.000000 Penalty: 5944.598145
	Iteration 14Q: 3 clusters Score -2.19261e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 150939 members 
Entering Unmasked Estep 
Score: -21928874.000000 Penalty: 5944.598145
	Iteration 15Q: 3 clusters Score -2.192887e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 154323 members 
Entering Unmasked Estep 
Score: -21930890.000000 Penalty: 5944.598145
	Iteration 16Q: 3 clusters Score -2.193089e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 156581 members 
Entering Unmasked Estep 
Score: -21932138.000000 Penalty: 5944.598145
	Iteration 17Q: 3 clusters Score -2.193214e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 157946 members 
Entering Unmasked Estep 
Score: -21932984.000000 Penalty: 5944.598145
	Iteration 18Q: 3 clusters Score -2.193298e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 158761 members 
Entering Unmasked Estep 
Score: -21933518.000000 Penalty: 5944.598145
	Iteration 19Q: 3 clusters Score -2.193352e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 159195 members 
Entering Unmasked Estep 
Score: -21933786.000000 Penalty: 5944.598145
	Iteration 20F: 3 clusters Score -2.193379e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 159416 members 
Entering Unmasked Estep 
Score: -21933888.000000 Penalty: 5944.598145
	Iteration 21Q: 3 clusters Score -2.193389e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 159542 members 
Entering Unmasked Estep 
Score: -21933908.000000 Penalty: 5944.598145
	Iteration 22Q: 3 clusters Score -2.193391e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 159611 members 
Entering Unmasked Estep 
Score: -21933952.000000 Penalty: 5944.598145
	Iteration 23Q: 3 clusters Score -2.193395e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 159664 members 
Entering Unmasked Estep 
Score: -21933988.000000 Penalty: 5944.598145
	Iteration 24Q: 3 clusters Score -2.193399e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 159686 members 
Entering Unmasked Estep 
Score: -21933998.000000 Penalty: 5944.598145
	Iteration 25Q: 3 clusters Score -2.1934e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 159708 members 
Entering Unmasked Estep 
Score: -21934010.000000 Penalty: 5944.598145
	Iteration 26Q: 3 clusters Score -2.193401e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 159722 members 
Entering Unmasked Estep 
Score: -21934032.000000 Penalty: 5944.598145
	Iteration 27Q: 3 clusters Score -2.193403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 159727 members 
Entering Unmasked Estep 
Score: -21934038.000000 Penalty: 5944.598145
	Iteration 28Q: 3 clusters Score -2.193404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 159731 members 
Entering Unmasked Estep 
Score: -21934044.000000 Penalty: 5944.598145
	Iteration 29Q: 3 clusters Score -2.193404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 159735 members 
Entering Unmasked Estep 
Score: -21934066.000000 Penalty: 5944.598145
	Iteration 30Q: 3 clusters Score -2.193407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 159740 members 
Entering Unmasked Estep 
Score: -21934068.000000 Penalty: 5944.598145
	Iteration 31Q: 3 clusters Score -2.193407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 159745 members 
Entering Unmasked Estep 
Score: -21934050.000000 Penalty: 5944.598145
	Iteration 32Q: 3 clusters Score -2.193405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 159751 members 
Entering Unmasked Estep 
Score: -21934042.000000 Penalty: 5944.598145
	Iteration 33Q: 3 clusters Score -2.193404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 159753 members 
Entering Unmasked Estep 
Score: -21934040.000000 Penalty: 5944.598145
	Iteration 34Q: 3 clusters Score -2.193404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 159753 members 
Entering Unmasked Estep 
Score: -21934050.000000 Penalty: 5944.598145
	Iteration 35Q: 3 clusters Score -2.193405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 159756 members 
Entering Unmasked Estep 
Score: -21934046.000000 Penalty: 5944.598145
	Iteration 36Q: 3 clusters Score -2.193405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 159756 members 
Entering Unmasked Estep 
Score: -21934046.000000 Penalty: 5944.598145
	Iteration 37F: 3 clusters Score -2.193405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Entering Unmasked Estep 
Score: -2289928.500000 Penalty: 2423.302979
	Iteration 0F: 2 clusters Score -2289928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2277498.750000 Penalty: 4846.605957
	Iteration 0F: 3 clusters Score -2277499 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2282430.250000 Penalty: 4846.605957
	Iteration 1F: 3 clusters Score -2282430 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2285964.750000 Penalty: 4846.605957
	Iteration 2F: 3 clusters Score -2285965 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2291701.750000 Penalty: 4846.605957
	Iteration 3F: 3 clusters Score -2291702 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2294882.250000 Penalty: 4846.605957
	Iteration 4F: 3 clusters Score -2294882 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2295983.000000 Penalty: 4846.605957
	Iteration 5F: 3 clusters Score -2295983 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2296360.250000 Penalty: 4846.605957
	Iteration 6Q: 3 clusters Score -2296360 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2296500.000000 Penalty: 4846.605957
	Iteration 7Q: 3 clusters Score -2296500 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2296600.750000 Penalty: 4846.605957
	Iteration 8Q: 3 clusters Score -2296601 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2296678.250000 Penalty: 4846.605957
	Iteration 9Q: 3 clusters Score -2296678 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2296744.500000 Penalty: 4846.605957
	Iteration 10Q: 3 clusters Score -2296744 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2296785.000000 Penalty: 4846.605957
	Iteration 11Q: 3 clusters Score -2296785 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2296813.500000 Penalty: 4846.605957
	Iteration 12Q: 3 clusters Score -2296814 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2296843.000000 Penalty: 4846.605957
	Iteration 13Q: 3 clusters Score -2296843 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2296866.500000 Penalty: 4846.605957
	Iteration 14Q: 3 clusters Score -2296866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2296882.750000 Penalty: 4846.605957
	Iteration 15Q: 3 clusters Score -2296883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2296897.750000 Penalty: 4846.605957
	Iteration 16Q: 3 clusters Score -2296898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2296909.500000 Penalty: 4846.605957
	Iteration 17Q: 3 clusters Score -2296910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2296912.000000 Penalty: 4846.605957
	Iteration 18Q: 3 clusters Score -2296912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2296923.500000 Penalty: 4846.605957
	Iteration 19Q: 3 clusters Score -2296924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2296935.000000 Penalty: 4846.605957
	Iteration 20F: 3 clusters Score -2296935 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2296942.750000 Penalty: 4846.605957
	Iteration 21Q: 3 clusters Score -2296943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2296947.750000 Penalty: 4846.605957
	Iteration 22Q: 3 clusters Score -2296948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2296943.750000 Penalty: 4846.605957
	Iteration 23Q: 3 clusters Score -2296944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2296945.000000 Penalty: 4846.605957
	Iteration 24Q: 3 clusters Score -2296945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2296955.000000 Penalty: 4846.605957
	Iteration 25Q: 3 clusters Score -2296955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2296957.750000 Penalty: 4846.605957
	Iteration 26Q: 3 clusters Score -2296958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2296966.250000 Penalty: 4846.605957
	Iteration 27Q: 3 clusters Score -2296966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2296971.500000 Penalty: 4846.605957
	Iteration 28Q: 3 clusters Score -2296972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2296974.000000 Penalty: 4846.605957
	Iteration 29Q: 3 clusters Score -2296974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2296976.000000 Penalty: 4846.605957
	Iteration 30Q: 3 clusters Score -2296976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2296975.500000 Penalty: 4846.605957
	Iteration 31Q: 3 clusters Score -2296976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2296976.750000 Penalty: 4846.605957
	Iteration 32Q: 3 clusters Score -2296977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2296978.750000 Penalty: 4846.605957
	Iteration 33Q: 3 clusters Score -2296979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2296979.500000 Penalty: 4846.605957
	Iteration 34Q: 3 clusters Score -2296980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2296980.250000 Penalty: 4846.605957
	Iteration 35Q: 3 clusters Score -2296980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2296980.750000 Penalty: 4846.605957
	Iteration 36Q: 3 clusters Score -2296981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2296984.250000 Penalty: 4846.605957
	Iteration 37Q: 3 clusters Score -2296984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2296990.500000 Penalty: 4846.605957
	Iteration 38Q: 3 clusters Score -2296990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2297013.000000 Penalty: 4846.605957
	Iteration 39Q: 3 clusters Score -2297013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2297023.500000 Penalty: 4846.605957
	Iteration 40F: 3 clusters Score -2297024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2297038.500000 Penalty: 4846.605957
	Iteration 41Q: 3 clusters Score -2297038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2297050.750000 Penalty: 4846.605957
	Iteration 42Q: 3 clusters Score -2297051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2297073.500000 Penalty: 4846.605957
	Iteration 43Q: 3 clusters Score -2297074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2297084.750000 Penalty: 4846.605957
	Iteration 44Q: 3 clusters Score -2297085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2297096.750000 Penalty: 4846.605957
	Iteration 45Q: 3 clusters Score -2297097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2297103.250000 Penalty: 4846.605957
	Iteration 46Q: 3 clusters Score -2297103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2297103.000000 Penalty: 4846.605957
	Iteration 47Q: 3 clusters Score -2297103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2297104.250000 Penalty: 4846.605957
	Iteration 48Q: 3 clusters Score -2297104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2297097.750000 Penalty: 4846.605957
	Iteration 49Q: 3 clusters Score -2297098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2297101.500000 Penalty: 4846.605957
	Iteration 50Q: 3 clusters Score -2297102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2297101.500000 Penalty: 4846.605957
	Iteration 51F: 3 clusters Score -2297102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3975 members 
Mstep: Class 4 contains 13210 members 
Mstep: Class 5 contains 1266 members 
Mstep: Class 6 contains 37658 members 
Mstep: Class 7 contains 8685 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 167734 members 
Mstep: Class 10 contains 5548 members 
Mstep: Class 11 contains 21236 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 25475 members 
Mstep: Class 15 contains 6576 members 
Mstep: Class 16 contains 19913 members 
Mstep: Class 17 contains 86258 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 19 contains 51188 members 
Mstep: Class 20 contains 13529 members 
Mstep: Class 21 contains 38175 members 
Mstep: Class 22 contains 160344 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 5144 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 17796 members 
Mstep: Class 27 contains 11966 members 
Mstep: Class 28 contains 1575 members 
Mstep: Class 29 contains 148 members 
Mstep: Class 30 contains 10130 members 
Mstep: Class 31 contains 7359 members 
Mstep: Class 32 contains 15384 members 
Entering Unmasked Estep 
Score: -100882792.000000 Penalty: 107499.523438
Splitting cluster 23 changes total score from -100864440.000000 to -100882792.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 3975 members 
Mstep: Class 4 contains 13210 members 
Mstep: Class 5 contains 1266 members 
Mstep: Class 6 contains 37658 members 
Mstep: Class 7 contains 8685 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 167734 members 
Mstep: Class 11 contains 21236 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 25475 members 
Mstep: Class 15 contains 6576 members 
Mstep: Class 16 contains 19913 members 
Mstep: Class 17 contains 86258 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 19 contains 51188 members 
Mstep: Class 20 contains 13529 members 
Mstep: Class 21 contains 38175 members 
Mstep: Class 22 contains 160344 members 
Mstep: Class 23 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100889704.000000 Penalty: 107499.523438
Iteration 39Q: 33 clusters Score -1.008897e+08 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 1858 members 
Mstep: Class 3 contains 3942 members 
Mstep: Class 4 contains 13219 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 37590 members 
Mstep: Class 7 contains 9181 members 
Mstep: Class 8 contains 1899 members 
Mstep: Class 9 contains 168497 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 21285 members 
Mstep: Class 12 contains 954 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 14 contains 25504 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 19976 members 
Mstep: Class 17 contains 86532 members 
Mstep: Class 18 contains 4914 members 
Mstep: Class 19 contains 51217 members 
Mstep: Class 20 contains 13642 members 
Mstep: Class 21 contains 38722 members 
Mstep: Class 22 contains 160340 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 4883 members 
Mstep: Class 25 contains 2043 members 
Mstep: Class 26 contains 17155 members 
Mstep: Class 27 contains 11552 members 
Mstep: Class 28 contains 1574 members 
Mstep: Class 29 contains 145 members 
Mstep: Class 30 contains 9497 members 
Mstep: Class 31 contains 6921 members 
Mstep: Class 32 contains 14868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100895424.000000 Penalty: 107499.523438
Iteration 40F: 33 clusters Score -1.008954e+08 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 1956 members 
Mstep: Class 3 contains 3925 members 
Mstep: Class 4 contains 13055 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 37470 members 
Mstep: Class 7 contains 9337 members 
Mstep: Class 8 contains 1923 members 
Mstep: Class 9 contains 168140 members 
Mstep: Class 10 contains 5630 members 
Mstep: Class 11 contains 21201 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 612 members 
Mstep: Class 14 contains 25554 members 
Mstep: Class 15 contains 6858 members 
Mstep: Class 16 contains 19827 members 
Mstep: Class 17 contains 86653 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 19 contains 50911 members 
Mstep: Class 20 contains 13574 members 
Mstep: Class 21 contains 38292 members 
Mstep: Class 22 contains 160058 members 
Mstep: Class 23 contains 2175 members 
Mstep: Class 24 contains 5419 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 17244 members 
Mstep: Class 27 contains 11793 members 
Mstep: Class 28 contains 1576 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 9653 members 
Mstep: Class 31 contains 6997 members 
Mstep: Class 32 contains 14808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100898176.000000 Penalty: 107499.523438
Iteration 41Q: 33 clusters Score -1.008982e+08 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 2032 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 12937 members 
Mstep: Class 5 contains 1380 members 
Mstep: Class 6 contains 37429 members 
Mstep: Class 7 contains 9462 members 
Mstep: Class 8 contains 1947 members 
Mstep: Class 9 contains 167944 members 
Mstep: Class 10 contains 5699 members 
Mstep: Class 11 contains 21173 members 
Mstep: Class 12 contains 951 members 
Mstep: Class 13 contains 613 members 
Mstep: Class 14 contains 25620 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 19762 members 
Mstep: Class 17 contains 86779 members 
Mstep: Class 18 contains 4370 members 
Mstep: Class 19 contains 50751 members 
Mstep: Class 20 contains 13546 members 
Mstep: Class 21 contains 38036 members 
Mstep: Class 22 contains 159848 members 
Mstep: Class 23 contains 2202 members 
Mstep: Class 24 contains 5696 members 
Mstep: Class 25 contains 2907 members 
Mstep: Class 26 contains 17228 members 
Mstep: Class 27 contains 11879 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 143 members 
Mstep: Class 30 contains 9723 members 
Mstep: Class 31 contains 6981 members 
Mstep: Class 32 contains 14741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100899496.000000 Penalty: 107499.523438
Iteration 42Q: 33 clusters Score -1.008995e+08 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 2080 members 
Mstep: Class 3 contains 3838 members 
Mstep: Class 4 contains 12845 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 37415 members 
Mstep: Class 7 contains 9543 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 167793 members 
Mstep: Class 10 contains 5699 members 
Mstep: Class 11 contains 21154 members 
Mstep: Class 12 contains 949 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 25703 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 19722 members 
Mstep: Class 17 contains 86861 members 
Mstep: Class 18 contains 4143 members 
Mstep: Class 19 contains 50652 members 
Mstep: Class 20 contains 13542 members 
Mstep: Class 21 contains 37843 members 
Mstep: Class 22 contains 159798 members 
Mstep: Class 23 contains 2220 members 
Mstep: Class 24 contains 5874 members 
Mstep: Class 25 contains 3156 members 
Mstep: Class 26 contains 17221 members 
Mstep: Class 27 contains 11951 members 
Mstep: Class 28 contains 1579 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9744 members 
Mstep: Class 31 contains 6945 members 
Mstep: Class 32 contains 14688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100900560.000000 Penalty: 107499.523438
Iteration 43Q: 33 clusters Score -1.009006e+08 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 3824 members 
Mstep: Class 4 contains 12767 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 37400 members 
Mstep: Class 7 contains 9587 members 
Mstep: Class 8 contains 1960 members 
Mstep: Class 9 contains 167697 members 
Mstep: Class 10 contains 5686 members 
Mstep: Class 11 contains 21158 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 25771 members 
Mstep: Class 15 contains 6975 members 
Mstep: Class 16 contains 19725 members 
Mstep: Class 17 contains 86945 members 
Mstep: Class 18 contains 3940 members 
Mstep: Class 19 contains 50541 members 
Mstep: Class 20 contains 13545 members 
Mstep: Class 21 contains 37692 members 
Mstep: Class 22 contains 159802 members 
Mstep: Class 23 contains 2233 members 
Mstep: Class 24 contains 6003 members 
Mstep: Class 25 contains 3380 members 
Mstep: Class 26 contains 17207 members 
Mstep: Class 27 contains 11976 members 
Mstep: Class 28 contains 1580 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9738 members 
Mstep: Class 31 contains 6917 members 
Mstep: Class 32 contains 14639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100901648.000000 Penalty: 107499.523438
Iteration 44Q: 33 clusters Score -1.009016e+08 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 2128 members 
Mstep: Class 3 contains 3842 members 
Mstep: Class 4 contains 12703 members 
Mstep: Class 5 contains 1431 members 
Mstep: Class 6 contains 37376 members 
Mstep: Class 7 contains 9624 members 
Mstep: Class 8 contains 1969 members 
Mstep: Class 9 contains 167664 members 
Mstep: Class 10 contains 5655 members 
Mstep: Class 11 contains 21162 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 25831 members 
Mstep: Class 15 contains 7031 members 
Mstep: Class 16 contains 19738 members 
Mstep: Class 17 contains 87029 members 
Mstep: Class 18 contains 3728 members 
Mstep: Class 19 contains 50451 members 
Mstep: Class 20 contains 13536 members 
Mstep: Class 21 contains 37551 members 
Mstep: Class 22 contains 159825 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 6091 members 
Mstep: Class 25 contains 3550 members 
Mstep: Class 26 contains 17187 members 
Mstep: Class 27 contains 11984 members 
Mstep: Class 28 contains 1580 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9726 members 
Mstep: Class 31 contains 6887 members 
Mstep: Class 32 contains 14590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902384.000000 Penalty: 107499.523438
Iteration 45Q: 33 clusters Score -1.009024e+08 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 2146 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 37366 members 
Mstep: Class 7 contains 9644 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 167644 members 
Mstep: Class 10 contains 5626 members 
Mstep: Class 11 contains 21158 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 25864 members 
Mstep: Class 15 contains 7076 members 
Mstep: Class 16 contains 19754 members 
Mstep: Class 17 contains 87117 members 
Mstep: Class 18 contains 3544 members 
Mstep: Class 19 contains 50374 members 
Mstep: Class 20 contains 13543 members 
Mstep: Class 21 contains 37404 members 
Mstep: Class 22 contains 159890 members 
Mstep: Class 23 contains 2250 members 
Mstep: Class 24 contains 6137 members 
Mstep: Class 25 contains 3683 members 
Mstep: Class 26 contains 17173 members 
Mstep: Class 27 contains 11996 members 
Mstep: Class 28 contains 1580 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9708 members 
Mstep: Class 31 contains 6860 members 
Mstep: Class 32 contains 14553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100902432.000000 Penalty: 107499.523438
Iteration 46Q: 33 clusters Score -1.009024e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 2157 members 
Mstep: Class 3 contains 3911 members 
Mstep: Class 4 contains 12639 members 
Mstep: Class 5 contains 1469 members 
Mstep: Class 6 contains 37366 members 
Mstep: Class 7 contains 9647 members 
Mstep: Class 8 contains 1979 members 
Mstep: Class 9 contains 167601 members 
Mstep: Class 10 contains 5598 members 
Mstep: Class 11 contains 21156 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 25894 members 
Mstep: Class 15 contains 7132 members 
Mstep: Class 16 contains 19764 members 
Mstep: Class 17 contains 87162 members 
Mstep: Class 18 contains 3369 members 
Mstep: Class 19 contains 50306 members 
Mstep: Class 20 contains 13557 members 
Mstep: Class 21 contains 37326 members 
Mstep: Class 22 contains 159931 members 
Mstep: Class 23 contains 2254 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 17164 members 
Mstep: Class 27 contains 12003 members 
Mstep: Class 28 contains 1580 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9666 members 
Mstep: Class 31 contains 6828 members 
Mstep: Class 32 contains 14517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903056.000000 Penalty: 107499.523438
Iteration 47Q: 33 clusters Score -1.009031e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 2170 members 
Mstep: Class 3 contains 3995 members 
Mstep: Class 4 contains 12622 members 
Mstep: Class 5 contains 1482 members 
Mstep: Class 6 contains 37362 members 
Mstep: Class 7 contains 9672 members 
Mstep: Class 8 contains 1979 members 
Mstep: Class 9 contains 167578 members 
Mstep: Class 10 contains 5559 members 
Mstep: Class 11 contains 21147 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 25921 members 
Mstep: Class 15 contains 7162 members 
Mstep: Class 16 contains 19764 members 
Mstep: Class 17 contains 87193 members 
Mstep: Class 18 contains 3227 members 
Mstep: Class 19 contains 50231 members 
Mstep: Class 20 contains 13580 members 
Mstep: Class 21 contains 37236 members 
Mstep: Class 22 contains 159976 members 
Mstep: Class 23 contains 2263 members 
Mstep: Class 24 contains 6206 members 
Mstep: Class 25 contains 3922 members 
Mstep: Class 26 contains 17151 members 
Mstep: Class 27 contains 12002 members 
Mstep: Class 28 contains 1580 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9636 members 
Mstep: Class 31 contains 6796 members 
Mstep: Class 32 contains 14495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903400.000000 Penalty: 107499.523438
Iteration 48Q: 33 clusters Score -1.009034e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 4078 members 
Mstep: Class 4 contains 12616 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 37361 members 
Mstep: Class 7 contains 9681 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 167570 members 
Mstep: Class 10 contains 5525 members 
Mstep: Class 11 contains 21138 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 25942 members 
Mstep: Class 15 contains 7190 members 
Mstep: Class 16 contains 19760 members 
Mstep: Class 17 contains 87214 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 50150 members 
Mstep: Class 20 contains 13597 members 
Mstep: Class 21 contains 37157 members 
Mstep: Class 22 contains 160047 members 
Mstep: Class 23 contains 2266 members 
Mstep: Class 24 contains 6237 members 
Mstep: Class 25 contains 4004 members 
Mstep: Class 26 contains 17144 members 
Mstep: Class 27 contains 12010 members 
Mstep: Class 28 contains 1580 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9585 members 
Mstep: Class 31 contains 6774 members 
Mstep: Class 32 contains 14475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903336.000000 Penalty: 107499.523438
Iteration 49Q: 33 clusters Score -1.009033e+08 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 2186 members 
Mstep: Class 3 contains 4144 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 1521 members 
Mstep: Class 6 contains 37358 members 
Mstep: Class 7 contains 9693 members 
Mstep: Class 8 contains 1980 members 
Mstep: Class 9 contains 167564 members 
Mstep: Class 10 contains 5482 members 
Mstep: Class 11 contains 21137 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 25960 members 
Mstep: Class 15 contains 7217 members 
Mstep: Class 16 contains 19766 members 
Mstep: Class 17 contains 87242 members 
Mstep: Class 18 contains 2975 members 
Mstep: Class 19 contains 50076 members 
Mstep: Class 20 contains 13629 members 
Mstep: Class 21 contains 37084 members 
Mstep: Class 22 contains 160109 members 
Mstep: Class 23 contains 2270 members 
Mstep: Class 24 contains 6242 members 
Mstep: Class 25 contains 4073 members 
Mstep: Class 26 contains 17139 members 
Mstep: Class 27 contains 12025 members 
Mstep: Class 28 contains 1580 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9548 members 
Mstep: Class 31 contains 6756 members 
Mstep: Class 32 contains 14462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903560.000000 Penalty: 107499.523438
Iteration 50Q: 33 clusters Score -1.009036e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 2193 members 
Mstep: Class 3 contains 4220 members 
Mstep: Class 4 contains 12598 members 
Mstep: Class 5 contains 1542 members 
Mstep: Class 6 contains 37357 members 
Mstep: Class 7 contains 9702 members 
Mstep: Class 8 contains 1982 members 
Mstep: Class 9 contains 167554 members 
Mstep: Class 10 contains 5443 members 
Mstep: Class 11 contains 21132 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 25973 members 
Mstep: Class 15 contains 7238 members 
Mstep: Class 16 contains 19781 members 
Mstep: Class 17 contains 87269 members 
Mstep: Class 18 contains 2858 members 
Mstep: Class 19 contains 49989 members 
Mstep: Class 20 contains 13656 members 
Mstep: Class 21 contains 37038 members 
Mstep: Class 22 contains 160176 members 
Mstep: Class 23 contains 2272 members 
Mstep: Class 24 contains 6250 members 
Mstep: Class 25 contains 4129 members 
Mstep: Class 26 contains 17136 members 
Mstep: Class 27 contains 12026 members 
Mstep: Class 28 contains 1580 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9502 members 
Mstep: Class 31 contains 6735 members 
Mstep: Class 32 contains 14450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903984.000000 Penalty: 107499.523438
Iteration 51Q: 33 clusters Score -1.00904e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4269 members 
Mstep: Class 4 contains 12587 members 
Mstep: Class 5 contains 1556 members 
Mstep: Class 6 contains 37357 members 
Mstep: Class 7 contains 9711 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 167547 members 
Mstep: Class 10 contains 5424 members 
Mstep: Class 11 contains 21134 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 25991 members 
Mstep: Class 15 contains 7264 members 
Mstep: Class 16 contains 19787 members 
Mstep: Class 17 contains 87337 members 
Mstep: Class 18 contains 2722 members 
Mstep: Class 19 contains 49932 members 
Mstep: Class 20 contains 13670 members 
Mstep: Class 21 contains 36967 members 
Mstep: Class 22 contains 160212 members 
Mstep: Class 23 contains 2272 members 
Mstep: Class 24 contains 6263 members 
Mstep: Class 25 contains 4177 members 
Mstep: Class 26 contains 17133 members 
Mstep: Class 27 contains 12030 members 
Mstep: Class 28 contains 1580 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9467 members 
Mstep: Class 31 contains 6716 members 
Mstep: Class 32 contains 14438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904136.000000 Penalty: 107499.523438
Iteration 52Q: 33 clusters Score -1.009041e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 2202 members 
Mstep: Class 3 contains 4325 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 1562 members 
Mstep: Class 6 contains 37351 members 
Mstep: Class 7 contains 9713 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 9 contains 167535 members 
Mstep: Class 10 contains 5397 members 
Mstep: Class 11 contains 21135 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26005 members 
Mstep: Class 15 contains 7287 members 
Mstep: Class 16 contains 19798 members 
Mstep: Class 17 contains 87407 members 
Mstep: Class 18 contains 2598 members 
Mstep: Class 19 contains 49877 members 
Mstep: Class 20 contains 13679 members 
Mstep: Class 21 contains 36913 members 
Mstep: Class 22 contains 160260 members 
Mstep: Class 23 contains 2273 members 
Mstep: Class 24 contains 6282 members 
Mstep: Class 25 contains 4210 members 
Mstep: Class 26 contains 17131 members 
Mstep: Class 27 contains 12036 members 
Mstep: Class 28 contains 1580 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9434 members 
Mstep: Class 31 contains 6700 members 
Mstep: Class 32 contains 14432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3282.672119 but Gain 3359.359375
Score: -100904344.000000 Penalty: 104140.164062
Iteration 53Q: 32 clusters Score -1.009043e+08 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 4374 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 37350 members 
Mstep: Class 7 contains 9716 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 167529 members 
Mstep: Class 10 contains 5388 members 
Mstep: Class 11 contains 21200 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26012 members 
Mstep: Class 15 contains 7315 members 
Mstep: Class 16 contains 19809 members 
Mstep: Class 17 contains 89896 members 
Mstep: Class 19 contains 49825 members 
Mstep: Class 20 contains 13683 members 
Mstep: Class 21 contains 36859 members 
Mstep: Class 22 contains 160295 members 
Mstep: Class 23 contains 2275 members 
Mstep: Class 24 contains 6294 members 
Mstep: Class 25 contains 4229 members 
Mstep: Class 26 contains 17135 members 
Mstep: Class 27 contains 12044 members 
Mstep: Class 28 contains 1580 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9411 members 
Mstep: Class 31 contains 6691 members 
Mstep: Class 32 contains 14420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100907376.000000 Penalty: 104140.164062
Iteration 54Q: 32 clusters Score -1.009074e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 2217 members 
Mstep: Class 3 contains 4413 members 
Mstep: Class 4 contains 12566 members 
Mstep: Class 5 contains 1588 members 
Mstep: Class 6 contains 37350 members 
Mstep: Class 7 contains 9721 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 167490 members 
Mstep: Class 10 contains 5370 members 
Mstep: Class 11 contains 21167 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26015 members 
Mstep: Class 15 contains 7337 members 
Mstep: Class 16 contains 19816 members 
Mstep: Class 17 contains 89715 members 
Mstep: Class 19 contains 49771 members 
Mstep: Class 20 contains 13692 members 
Mstep: Class 21 contains 36930 members 
Mstep: Class 22 contains 160316 members 
Mstep: Class 23 contains 2276 members 
Mstep: Class 24 contains 6317 members 
Mstep: Class 25 contains 4251 members 
Mstep: Class 26 contains 17133 members 
Mstep: Class 27 contains 12042 members 
Mstep: Class 28 contains 1579 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9395 members 
Mstep: Class 31 contains 6680 members 
Mstep: Class 32 contains 14410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100907704.000000 Penalty: 104140.164062
Iteration 55Q: 32 clusters Score -1.009077e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 2221 members 
Mstep: Class 3 contains 4449 members 
Mstep: Class 4 contains 12561 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 37350 members 
Mstep: Class 7 contains 9722 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 167460 members 
Mstep: Class 10 contains 5346 members 
Mstep: Class 11 contains 21154 members 
Mstep: Class 12 contains 949 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26023 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 19818 members 
Mstep: Class 17 contains 89544 members 
Mstep: Class 19 contains 49720 members 
Mstep: Class 20 contains 13694 members 
Mstep: Class 21 contains 36970 members 
Mstep: Class 22 contains 160343 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 6337 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 17133 members 
Mstep: Class 27 contains 12041 members 
Mstep: Class 28 contains 1578 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9381 members 
Mstep: Class 31 contains 6671 members 
Mstep: Class 32 contains 14400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100907520.000000 Penalty: 104140.164062
Iteration 56Q: 32 clusters Score -1.009075e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 3 contains 4476 members 
Mstep: Class 4 contains 12555 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 37349 members 
Mstep: Class 7 contains 9731 members 
Mstep: Class 8 contains 1993 members 
Mstep: Class 9 contains 167448 members 
Mstep: Class 10 contains 5334 members 
Mstep: Class 11 contains 21156 members 
Mstep: Class 12 contains 949 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26030 members 
Mstep: Class 15 contains 7382 members 
Mstep: Class 16 contains 19821 members 
Mstep: Class 17 contains 89402 members 
Mstep: Class 19 contains 49666 members 
Mstep: Class 20 contains 13705 members 
Mstep: Class 21 contains 36981 members 
Mstep: Class 22 contains 160380 members 
Mstep: Class 23 contains 2278 members 
Mstep: Class 24 contains 6346 members 
Mstep: Class 25 contains 4310 members 
Mstep: Class 26 contains 17127 members 
Mstep: Class 27 contains 12038 members 
Mstep: Class 28 contains 1578 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9354 members 
Mstep: Class 31 contains 6665 members 
Mstep: Class 32 contains 14394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100907688.000000 Penalty: 104140.164062
Iteration 57Q: 32 clusters Score -1.009077e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 2230 members 
Mstep: Class 3 contains 4505 members 
Mstep: Class 4 contains 12550 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 37348 members 
Mstep: Class 7 contains 9735 members 
Mstep: Class 8 contains 1994 members 
Mstep: Class 9 contains 167432 members 
Mstep: Class 10 contains 5336 members 
Mstep: Class 11 contains 21153 members 
Mstep: Class 12 contains 949 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26037 members 
Mstep: Class 15 contains 7400 members 
Mstep: Class 16 contains 19825 members 
Mstep: Class 17 contains 89319 members 
Mstep: Class 19 contains 49625 members 
Mstep: Class 20 contains 13716 members 
Mstep: Class 21 contains 36970 members 
Mstep: Class 22 contains 160412 members 
Mstep: Class 23 contains 2282 members 
Mstep: Class 24 contains 6361 members 
Mstep: Class 25 contains 4317 members 
Mstep: Class 26 contains 17126 members 
Mstep: Class 27 contains 12048 members 
Mstep: Class 28 contains 1579 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9337 members 
Mstep: Class 31 contains 6665 members 
Mstep: Class 32 contains 14384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100907648.000000 Penalty: 104140.164062
Iteration 58Q: 32 clusters Score -1.009076e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 2233 members 
Mstep: Class 3 contains 4533 members 
Mstep: Class 4 contains 12546 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37345 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 1994 members 
Mstep: Class 9 contains 167413 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 21153 members 
Mstep: Class 12 contains 949 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26048 members 
Mstep: Class 15 contains 7418 members 
Mstep: Class 16 contains 19832 members 
Mstep: Class 17 contains 89268 members 
Mstep: Class 19 contains 49589 members 
Mstep: Class 20 contains 13735 members 
Mstep: Class 21 contains 36951 members 
Mstep: Class 22 contains 160438 members 
Mstep: Class 23 contains 2288 members 
Mstep: Class 24 contains 6366 members 
Mstep: Class 25 contains 4317 members 
Mstep: Class 26 contains 17122 members 
Mstep: Class 27 contains 12059 members 
Mstep: Class 28 contains 1579 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9341 members 
Mstep: Class 31 contains 6658 members 
Mstep: Class 32 contains 14366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100907680.000000 Penalty: 104140.164062
Iteration 59Q: 32 clusters Score -1.009077e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 2235 members 
Mstep: Class 3 contains 4563 members 
Mstep: Class 4 contains 12541 members 
Mstep: Class 5 contains 1641 members 
Mstep: Class 6 contains 37347 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 1994 members 
Mstep: Class 9 contains 167407 members 
Mstep: Class 10 contains 5325 members 
Mstep: Class 11 contains 21152 members 
Mstep: Class 12 contains 949 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26060 members 
Mstep: Class 15 contains 7440 members 
Mstep: Class 16 contains 19843 members 
Mstep: Class 17 contains 89222 members 
Mstep: Class 19 contains 49549 members 
Mstep: Class 20 contains 13745 members 
Mstep: Class 21 contains 36938 members 
Mstep: Class 22 contains 160463 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 6366 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 17121 members 
Mstep: Class 27 contains 12068 members 
Mstep: Class 28 contains 1579 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9321 members 
Mstep: Class 31 contains 6652 members 
Mstep: Class 32 contains 14356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100907672.000000 Penalty: 104140.164062
Iteration 60F: 32 clusters Score -1.009077e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 4605 members 
Mstep: Class 4 contains 12534 members 
Mstep: Class 5 contains 1649 members 
Mstep: Class 6 contains 37349 members 
Mstep: Class 7 contains 9757 members 
Mstep: Class 8 contains 1995 members 
Mstep: Class 9 contains 167402 members 
Mstep: Class 10 contains 5315 members 
Mstep: Class 11 contains 21156 members 
Mstep: Class 12 contains 949 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26068 members 
Mstep: Class 15 contains 7458 members 
Mstep: Class 16 contains 19849 members 
Mstep: Class 17 contains 89139 members 
Mstep: Class 19 contains 49508 members 
Mstep: Class 20 contains 13748 members 
Mstep: Class 21 contains 36896 members 
Mstep: Class 22 contains 160484 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 6373 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 17120 members 
Mstep: Class 27 contains 12068 members 
Mstep: Class 28 contains 1578 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9301 members 
Mstep: Class 31 contains 6644 members 
Mstep: Class 32 contains 14343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908088.000000 Penalty: 104140.164062
Iteration 61Q: 32 clusters Score -1.009081e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 2239 members 
Mstep: Class 3 contains 4640 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 1650 members 
Mstep: Class 6 contains 37349 members 
Mstep: Class 7 contains 9762 members 
Mstep: Class 8 contains 1995 members 
Mstep: Class 9 contains 167406 members 
Mstep: Class 10 contains 5312 members 
Mstep: Class 11 contains 21160 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26075 members 
Mstep: Class 15 contains 7491 members 
Mstep: Class 16 contains 19857 members 
Mstep: Class 17 contains 89038 members 
Mstep: Class 19 contains 49469 members 
Mstep: Class 20 contains 13756 members 
Mstep: Class 21 contains 36884 members 
Mstep: Class 22 contains 160518 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 6373 members 
Mstep: Class 25 contains 4350 members 
Mstep: Class 26 contains 17110 members 
Mstep: Class 27 contains 12069 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9281 members 
Mstep: Class 31 contains 6638 members 
Mstep: Class 32 contains 14326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908360.000000 Penalty: 104140.164062
Iteration 62Q: 32 clusters Score -1.009084e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 2239 members 
Mstep: Class 3 contains 4669 members 
Mstep: Class 4 contains 12527 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 37348 members 
Mstep: Class 7 contains 9766 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 167403 members 
Mstep: Class 10 contains 5310 members 
Mstep: Class 11 contains 21160 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26077 members 
Mstep: Class 15 contains 7531 members 
Mstep: Class 16 contains 19859 members 
Mstep: Class 17 contains 88966 members 
Mstep: Class 19 contains 49437 members 
Mstep: Class 20 contains 13762 members 
Mstep: Class 21 contains 36859 members 
Mstep: Class 22 contains 160547 members 
Mstep: Class 23 contains 2298 members 
Mstep: Class 24 contains 6370 members 
Mstep: Class 25 contains 4357 members 
Mstep: Class 26 contains 17108 members 
Mstep: Class 27 contains 12069 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9256 members 
Mstep: Class 31 contains 6637 members 
Mstep: Class 32 contains 14301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908432.000000 Penalty: 104140.164062
Iteration 63Q: 32 clusters Score -1.009084e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 2246 members 
Mstep: Class 3 contains 4693 members 
Mstep: Class 4 contains 12526 members 
Mstep: Class 5 contains 1653 members 
Mstep: Class 6 contains 37349 members 
Mstep: Class 7 contains 9769 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 167403 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 21158 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26076 members 
Mstep: Class 15 contains 7569 members 
Mstep: Class 16 contains 19862 members 
Mstep: Class 17 contains 88907 members 
Mstep: Class 19 contains 49411 members 
Mstep: Class 20 contains 13769 members 
Mstep: Class 21 contains 36867 members 
Mstep: Class 22 contains 160579 members 
Mstep: Class 23 contains 2299 members 
Mstep: Class 24 contains 6370 members 
Mstep: Class 25 contains 4359 members 
Mstep: Class 26 contains 17106 members 
Mstep: Class 27 contains 12071 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9211 members 
Mstep: Class 31 contains 6632 members 
Mstep: Class 32 contains 14285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908552.000000 Penalty: 104140.164062
Iteration 64Q: 32 clusters Score -1.009086e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 2252 members 
Mstep: Class 3 contains 4716 members 
Mstep: Class 4 contains 12523 members 
Mstep: Class 5 contains 1658 members 
Mstep: Class 6 contains 37347 members 
Mstep: Class 7 contains 9772 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 167399 members 
Mstep: Class 10 contains 5303 members 
Mstep: Class 11 contains 21157 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26079 members 
Mstep: Class 15 contains 7603 members 
Mstep: Class 16 contains 19859 members 
Mstep: Class 17 contains 88866 members 
Mstep: Class 19 contains 49388 members 
Mstep: Class 20 contains 13772 members 
Mstep: Class 21 contains 36874 members 
Mstep: Class 22 contains 160609 members 
Mstep: Class 23 contains 2301 members 
Mstep: Class 24 contains 6378 members 
Mstep: Class 25 contains 4361 members 
Mstep: Class 26 contains 17101 members 
Mstep: Class 27 contains 12072 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9175 members 
Mstep: Class 31 contains 6628 members 
Mstep: Class 32 contains 14269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908584.000000 Penalty: 104140.164062
Iteration 65Q: 32 clusters Score -1.009086e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 4742 members 
Mstep: Class 4 contains 12520 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 37348 members 
Mstep: Class 7 contains 9776 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 167397 members 
Mstep: Class 10 contains 5304 members 
Mstep: Class 11 contains 21156 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26084 members 
Mstep: Class 15 contains 7651 members 
Mstep: Class 16 contains 19859 members 
Mstep: Class 17 contains 88837 members 
Mstep: Class 19 contains 49365 members 
Mstep: Class 20 contains 13785 members 
Mstep: Class 21 contains 36866 members 
Mstep: Class 22 contains 160628 members 
Mstep: Class 23 contains 2303 members 
Mstep: Class 24 contains 6380 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 17098 members 
Mstep: Class 27 contains 12070 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9135 members 
Mstep: Class 31 contains 6624 members 
Mstep: Class 32 contains 14254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908792.000000 Penalty: 104140.164062
Iteration 66Q: 32 clusters Score -1.009088e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 4764 members 
Mstep: Class 4 contains 12517 members 
Mstep: Class 5 contains 1654 members 
Mstep: Class 6 contains 37349 members 
Mstep: Class 7 contains 9782 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 167396 members 
Mstep: Class 10 contains 5308 members 
Mstep: Class 11 contains 21155 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26086 members 
Mstep: Class 15 contains 7707 members 
Mstep: Class 16 contains 19858 members 
Mstep: Class 17 contains 88820 members 
Mstep: Class 19 contains 49340 members 
Mstep: Class 20 contains 13793 members 
Mstep: Class 21 contains 36871 members 
Mstep: Class 22 contains 160641 members 
Mstep: Class 23 contains 2303 members 
Mstep: Class 24 contains 6378 members 
Mstep: Class 25 contains 4371 members 
Mstep: Class 26 contains 17096 members 
Mstep: Class 27 contains 12070 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9085 members 
Mstep: Class 31 contains 6621 members 
Mstep: Class 32 contains 14229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908728.000000 Penalty: 104140.164062
Iteration 67Q: 32 clusters Score -1.009087e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 4782 members 
Mstep: Class 4 contains 12510 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 37349 members 
Mstep: Class 7 contains 9786 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 167395 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21154 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26089 members 
Mstep: Class 15 contains 7758 members 
Mstep: Class 16 contains 19859 members 
Mstep: Class 17 contains 88794 members 
Mstep: Class 19 contains 49323 members 
Mstep: Class 20 contains 13797 members 
Mstep: Class 21 contains 36869 members 
Mstep: Class 22 contains 160666 members 
Mstep: Class 23 contains 2303 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 4379 members 
Mstep: Class 26 contains 17094 members 
Mstep: Class 27 contains 12068 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 6614 members 
Mstep: Class 32 contains 14203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908816.000000 Penalty: 104140.164062
Iteration 68Q: 32 clusters Score -1.009088e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 4794 members 
Mstep: Class 4 contains 12499 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 37348 members 
Mstep: Class 7 contains 9791 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 167392 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 21151 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26096 members 
Mstep: Class 15 contains 7823 members 
Mstep: Class 16 contains 19862 members 
Mstep: Class 17 contains 88778 members 
Mstep: Class 19 contains 49314 members 
Mstep: Class 20 contains 13797 members 
Mstep: Class 21 contains 36864 members 
Mstep: Class 22 contains 160684 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 6390 members 
Mstep: Class 25 contains 4382 members 
Mstep: Class 26 contains 17091 members 
Mstep: Class 27 contains 12062 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 8991 members 
Mstep: Class 31 contains 6610 members 
Mstep: Class 32 contains 14186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908800.000000 Penalty: 104140.164062
Iteration 69Q: 32 clusters Score -1.009088e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 4803 members 
Mstep: Class 4 contains 12482 members 
Mstep: Class 5 contains 1665 members 
Mstep: Class 6 contains 37349 members 
Mstep: Class 7 contains 9796 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 167381 members 
Mstep: Class 10 contains 5304 members 
Mstep: Class 11 contains 21152 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26100 members 
Mstep: Class 15 contains 7910 members 
Mstep: Class 16 contains 19863 members 
Mstep: Class 17 contains 88767 members 
Mstep: Class 19 contains 49310 members 
Mstep: Class 20 contains 13801 members 
Mstep: Class 21 contains 36864 members 
Mstep: Class 22 contains 160700 members 
Mstep: Class 23 contains 2305 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 4387 members 
Mstep: Class 26 contains 17087 members 
Mstep: Class 27 contains 12059 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 8942 members 
Mstep: Class 31 contains 6607 members 
Mstep: Class 32 contains 14155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100909080.000000 Penalty: 104140.164062
Iteration 70Q: 32 clusters Score -1.009091e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 37349 members 
Mstep: Class 7 contains 9804 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 167374 members 
Mstep: Class 10 contains 5309 members 
Mstep: Class 11 contains 21149 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26104 members 
Mstep: Class 15 contains 8007 members 
Mstep: Class 16 contains 19863 members 
Mstep: Class 17 contains 88759 members 
Mstep: Class 19 contains 49301 members 
Mstep: Class 20 contains 13803 members 
Mstep: Class 21 contains 36852 members 
Mstep: Class 22 contains 160703 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 6393 members 
Mstep: Class 25 contains 4394 members 
Mstep: Class 26 contains 17084 members 
Mstep: Class 27 contains 12060 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 8895 members 
Mstep: Class 31 contains 6605 members 
Mstep: Class 32 contains 14124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100909000.000000 Penalty: 104140.164062
Iteration 71Q: 32 clusters Score -1.00909e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 4811 members 
Mstep: Class 4 contains 12453 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 37348 members 
Mstep: Class 7 contains 9809 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 167367 members 
Mstep: Class 10 contains 5310 members 
Mstep: Class 11 contains 21149 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26109 members 
Mstep: Class 15 contains 8129 members 
Mstep: Class 16 contains 19865 members 
Mstep: Class 17 contains 88748 members 
Mstep: Class 19 contains 49302 members 
Mstep: Class 20 contains 13806 members 
Mstep: Class 21 contains 36844 members 
Mstep: Class 22 contains 160712 members 
Mstep: Class 23 contains 2306 members 
Mstep: Class 24 contains 6397 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 17073 members 
Mstep: Class 27 contains 12060 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 8829 members 
Mstep: Class 31 contains 6603 members 
Mstep: Class 32 contains 14083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908952.000000 Penalty: 104140.164062
Iteration 72Q: 32 clusters Score -1.00909e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 4815 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 37350 members 
Mstep: Class 7 contains 9819 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 167362 members 
Mstep: Class 10 contains 5310 members 
Mstep: Class 11 contains 21147 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26116 members 
Mstep: Class 15 contains 8253 members 
Mstep: Class 16 contains 19859 members 
Mstep: Class 17 contains 88739 members 
Mstep: Class 19 contains 49303 members 
Mstep: Class 20 contains 13809 members 
Mstep: Class 21 contains 36841 members 
Mstep: Class 22 contains 160728 members 
Mstep: Class 23 contains 2307 members 
Mstep: Class 24 contains 6394 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 17064 members 
Mstep: Class 27 contains 12059 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 8771 members 
Mstep: Class 31 contains 6600 members 
Mstep: Class 32 contains 14028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908912.000000 Penalty: 104140.164062
Iteration 73Q: 32 clusters Score -1.009089e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 4814 members 
Mstep: Class 4 contains 12428 members 
Mstep: Class 5 contains 1666 members 
Mstep: Class 6 contains 37349 members 
Mstep: Class 7 contains 9829 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 167357 members 
Mstep: Class 10 contains 5308 members 
Mstep: Class 11 contains 21142 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26120 members 
Mstep: Class 15 contains 8330 members 
Mstep: Class 16 contains 19851 members 
Mstep: Class 17 contains 88730 members 
Mstep: Class 19 contains 49308 members 
Mstep: Class 20 contains 13808 members 
Mstep: Class 21 contains 36837 members 
Mstep: Class 22 contains 160742 members 
Mstep: Class 23 contains 2309 members 
Mstep: Class 24 contains 6392 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 17055 members 
Mstep: Class 27 contains 12057 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 8752 members 
Mstep: Class 31 contains 6597 members 
Mstep: Class 32 contains 13992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908864.000000 Penalty: 104140.164062
Iteration 74Q: 32 clusters Score -1.009089e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 4818 members 
Mstep: Class 4 contains 12414 members 
Mstep: Class 5 contains 1666 members 
Mstep: Class 6 contains 37350 members 
Mstep: Class 7 contains 9837 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 167358 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21142 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26121 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 16 contains 19847 members 
Mstep: Class 17 contains 88730 members 
Mstep: Class 19 contains 49308 members 
Mstep: Class 20 contains 13808 members 
Mstep: Class 21 contains 36840 members 
Mstep: Class 22 contains 160746 members 
Mstep: Class 23 contains 2308 members 
Mstep: Class 24 contains 6395 members 
Mstep: Class 25 contains 4401 members 
Mstep: Class 26 contains 17047 members 
Mstep: Class 27 contains 12055 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 8714 members 
Mstep: Class 31 contains 6594 members 
Mstep: Class 32 contains 13959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908864.000000 Penalty: 104140.164062
Iteration 75Q: 32 clusters Score -1.009089e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 2266 members 
Mstep: Class 3 contains 4821 members 
Mstep: Class 4 contains 12399 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 37352 members 
Mstep: Class 7 contains 9838 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 167358 members 
Mstep: Class 10 contains 5308 members 
Mstep: Class 11 contains 21140 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26121 members 
Mstep: Class 15 contains 8478 members 
Mstep: Class 16 contains 19850 members 
Mstep: Class 17 contains 88728 members 
Mstep: Class 19 contains 49305 members 
Mstep: Class 20 contains 13808 members 
Mstep: Class 21 contains 36836 members 
Mstep: Class 22 contains 160759 members 
Mstep: Class 23 contains 2306 members 
Mstep: Class 24 contains 6395 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 17038 members 
Mstep: Class 27 contains 12055 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 8689 members 
Mstep: Class 31 contains 6590 members 
Mstep: Class 32 contains 13930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100909008.000000 Penalty: 104140.164062
Iteration 76Q: 32 clusters Score -1.00909e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 2268 members 
Mstep: Class 3 contains 4823 members 
Mstep: Class 4 contains 12389 members 
Mstep: Class 5 contains 1671 members 
Mstep: Class 6 contains 37354 members 
Mstep: Class 7 contains 9841 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 167359 members 
Mstep: Class 10 contains 5309 members 
Mstep: Class 11 contains 21136 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26121 members 
Mstep: Class 15 contains 8525 members 
Mstep: Class 16 contains 19848 members 
Mstep: Class 17 contains 88726 members 
Mstep: Class 19 contains 49307 members 
Mstep: Class 20 contains 13808 members 
Mstep: Class 21 contains 36830 members 
Mstep: Class 22 contains 160762 members 
Mstep: Class 23 contains 2307 members 
Mstep: Class 24 contains 6393 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 17030 members 
Mstep: Class 27 contains 12054 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 8687 members 
Mstep: Class 31 contains 6589 members 
Mstep: Class 32 contains 13900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908920.000000 Penalty: 104140.164062
Iteration 77Q: 32 clusters Score -1.009089e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 4825 members 
Mstep: Class 4 contains 12383 members 
Mstep: Class 5 contains 1676 members 
Mstep: Class 6 contains 37355 members 
Mstep: Class 7 contains 9844 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 167362 members 
Mstep: Class 10 contains 5308 members 
Mstep: Class 11 contains 21131 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26119 members 
Mstep: Class 15 contains 8546 members 
Mstep: Class 16 contains 19842 members 
Mstep: Class 17 contains 88728 members 
Mstep: Class 19 contains 49308 members 
Mstep: Class 20 contains 13806 members 
Mstep: Class 21 contains 36835 members 
Mstep: Class 22 contains 160763 members 
Mstep: Class 23 contains 2309 members 
Mstep: Class 24 contains 6393 members 
Mstep: Class 25 contains 4401 members 
Mstep: Class 26 contains 17024 members 
Mstep: Class 27 contains 12053 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 8678 members 
Mstep: Class 31 contains 6588 members 
Mstep: Class 32 contains 13885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908928.000000 Penalty: 104140.164062
Iteration 78Q: 32 clusters Score -1.009089e+08 nChanged 146
Entering ConstructFrom: 
Score: -100908928.000000 Penalty: 104140.164062
Entering ConstructFrom: 
Trying to split cluster 1 (20874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Entering Unmasked Estep 
Score: -2674119.000000 Penalty: 2466.672363
	Iteration 0F: 2 clusters Score -2674119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2659585.250000 Penalty: 4933.344727
	Iteration 0F: 3 clusters Score -2659585 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2664687.000000 Penalty: 4933.344727
	Iteration 1F: 3 clusters Score -2664687 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2665234.750000 Penalty: 4933.344727
	Iteration 2F: 3 clusters Score -2665235 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2665794.000000 Penalty: 4933.344727
	Iteration 3F: 3 clusters Score -2665794 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2666436.000000 Penalty: 4933.344727
	Iteration 4F: 3 clusters Score -2666436 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2667236.750000 Penalty: 4933.344727
	Iteration 5F: 3 clusters Score -2667237 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2668135.750000 Penalty: 4933.344727
	Iteration 6F: 3 clusters Score -2668136 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2669007.500000 Penalty: 4933.344727
	Iteration 7F: 3 clusters Score -2669008 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2669706.250000 Penalty: 4933.344727
	Iteration 8F: 3 clusters Score -2669706 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2670190.500000 Penalty: 4933.344727
	Iteration 9Q: 3 clusters Score -2670190 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2670521.500000 Penalty: 4933.344727
	Iteration 10Q: 3 clusters Score -2670522 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2670744.750000 Penalty: 4933.344727
	Iteration 11Q: 3 clusters Score -2670745 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2670907.750000 Penalty: 4933.344727
	Iteration 12Q: 3 clusters Score -2670908 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2671031.000000 Penalty: 4933.344727
	Iteration 13Q: 3 clusters Score -2671031 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2671134.250000 Penalty: 4933.344727
	Iteration 14Q: 3 clusters Score -2671134 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2671192.750000 Penalty: 4933.344727
	Iteration 15Q: 3 clusters Score -2671193 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2671254.000000 Penalty: 4933.344727
	Iteration 16Q: 3 clusters Score -2671254 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2671312.500000 Penalty: 4933.344727
	Iteration 17Q: 3 clusters Score -2671312 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2671371.750000 Penalty: 4933.344727
	Iteration 18Q: 3 clusters Score -2671372 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2671432.750000 Penalty: 4933.344727
	Iteration 19Q: 3 clusters Score -2671433 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2671493.250000 Penalty: 4933.344727
	Iteration 20F: 3 clusters Score -2671493 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2671550.250000 Penalty: 4933.344727
	Iteration 21Q: 3 clusters Score -2671550 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2671586.500000 Penalty: 4933.344727
	Iteration 22Q: 3 clusters Score -2671586 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2671638.250000 Penalty: 4933.344727
	Iteration 23Q: 3 clusters Score -2671638 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2671676.750000 Penalty: 4933.344727
	Iteration 24Q: 3 clusters Score -2671677 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2671705.500000 Penalty: 4933.344727
	Iteration 25Q: 3 clusters Score -2671706 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2671748.250000 Penalty: 4933.344727
	Iteration 26Q: 3 clusters Score -2671748 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2671811.500000 Penalty: 4933.344727
	Iteration 27Q: 3 clusters Score -2671812 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2671850.750000 Penalty: 4933.344727
	Iteration 28Q: 3 clusters Score -2671851 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2671908.750000 Penalty: 4933.344727
	Iteration 29Q: 3 clusters Score -2671909 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2671971.250000 Penalty: 4933.344727
	Iteration 30Q: 3 clusters Score -2671971 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2672035.750000 Penalty: 4933.344727
	Iteration 31Q: 3 clusters Score -2672036 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2672100.250000 Penalty: 4933.344727
	Iteration 32Q: 3 clusters Score -2672100 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2672137.000000 Penalty: 4933.344727
	Iteration 33Q: 3 clusters Score -2672137 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2672172.000000 Penalty: 4933.344727
	Iteration 34Q: 3 clusters Score -2672172 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2672204.250000 Penalty: 4933.344727
	Iteration 35Q: 3 clusters Score -2672204 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2672220.000000 Penalty: 4933.344727
	Iteration 36Q: 3 clusters Score -2672220 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2672241.500000 Penalty: 4933.344727
	Iteration 37Q: 3 clusters Score -2672242 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2672261.250000 Penalty: 4933.344727
	Iteration 38Q: 3 clusters Score -2672261 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2672272.000000 Penalty: 4933.344727
	Iteration 39Q: 3 clusters Score -2672272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2672272.750000 Penalty: 4933.344727
	Iteration 40F: 3 clusters Score -2672273 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2672281.750000 Penalty: 4933.344727
	Iteration 41Q: 3 clusters Score -2672282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2672289.250000 Penalty: 4933.344727
	Iteration 42Q: 3 clusters Score -2672289 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2672303.000000 Penalty: 4933.344727
	Iteration 43Q: 3 clusters Score -2672303 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2672305.250000 Penalty: 4933.344727
	Iteration 44Q: 3 clusters Score -2672305 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2672310.500000 Penalty: 4933.344727
	Iteration 45Q: 3 clusters Score -2672310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2672326.000000 Penalty: 4933.344727
	Iteration 46Q: 3 clusters Score -2672326 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2672332.500000 Penalty: 4933.344727
	Iteration 47Q: 3 clusters Score -2672332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2672335.000000 Penalty: 4933.344727
	Iteration 48Q: 3 clusters Score -2672335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2672340.250000 Penalty: 4933.344727
	Iteration 49Q: 3 clusters Score -2672340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2672343.250000 Penalty: 4933.344727
	Iteration 50Q: 3 clusters Score -2672343 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2672347.000000 Penalty: 4933.344727
	Iteration 51Q: 3 clusters Score -2672347 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2672357.750000 Penalty: 4933.344727
	Iteration 52Q: 3 clusters Score -2672358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2672362.500000 Penalty: 4933.344727
	Iteration 53Q: 3 clusters Score -2672362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2672375.750000 Penalty: 4933.344727
	Iteration 54Q: 3 clusters Score -2672376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2672370.250000 Penalty: 4933.344727
	Iteration 55Q: 3 clusters Score -2672370 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2672378.250000 Penalty: 4933.344727
	Iteration 56Q: 3 clusters Score -2672378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2672382.750000 Penalty: 4933.344727
	Iteration 57Q: 3 clusters Score -2672383 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2672382.750000 Penalty: 4933.344727
	Iteration 58Q: 3 clusters Score -2672383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2672390.750000 Penalty: 4933.344727
	Iteration 59Q: 3 clusters Score -2672391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2672396.500000 Penalty: 4933.344727
	Iteration 60F: 3 clusters Score -2672396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2672400.500000 Penalty: 4933.344727
	Iteration 61Q: 3 clusters Score -2672400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2672401.750000 Penalty: 4933.344727
	Iteration 62Q: 3 clusters Score -2672402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2672405.500000 Penalty: 4933.344727
	Iteration 63Q: 3 clusters Score -2672406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2672406.500000 Penalty: 4933.344727
	Iteration 64Q: 3 clusters Score -2672406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2672407.000000 Penalty: 4933.344727
	Iteration 65Q: 3 clusters Score -2672407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2672401.250000 Penalty: 4933.344727
	Iteration 66Q: 3 clusters Score -2672401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2672406.750000 Penalty: 4933.344727
	Iteration 67Q: 3 clusters Score -2672407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2672407.500000 Penalty: 4933.344727
	Iteration 68Q: 3 clusters Score -2672408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2672408.750000 Penalty: 4933.344727
	Iteration 69Q: 3 clusters Score -2672409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2672406.000000 Penalty: 4933.344727
	Iteration 70Q: 3 clusters Score -2672406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2672405.500000 Penalty: 4933.344727
	Iteration 71Q: 3 clusters Score -2672406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2672406.250000 Penalty: 4933.344727
	Iteration 72Q: 3 clusters Score -2672406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2672405.000000 Penalty: 4933.344727
	Iteration 73Q: 3 clusters Score -2672405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2672406.250000 Penalty: 4933.344727
	Iteration 74Q: 3 clusters Score -2672406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2672407.750000 Penalty: 4933.344727
	Iteration 75Q: 3 clusters Score -2672408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2672408.500000 Penalty: 4933.344727
	Iteration 76Q: 3 clusters Score -2672408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2672402.000000 Penalty: 4933.344727
	Iteration 77Q: 3 clusters Score -2672402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2672402.250000 Penalty: 4933.344727
	Iteration 78Q: 3 clusters Score -2672402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2672404.000000 Penalty: 4933.344727
	Iteration 79Q: 3 clusters Score -2672404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2672409.250000 Penalty: 4933.344727
	Iteration 80F: 3 clusters Score -2672409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2672407.500000 Penalty: 4933.344727
	Iteration 81Q: 3 clusters Score -2672408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2672403.250000 Penalty: 4933.344727
	Iteration 82Q: 3 clusters Score -2672403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2672404.000000 Penalty: 4933.344727
	Iteration 83Q: 3 clusters Score -2672404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2672404.000000 Penalty: 4933.344727
	Iteration 84F: 3 clusters Score -2672404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Entering Unmasked Estep 
Score: -283439.937500 Penalty: 1916.756226
	Iteration 0F: 2 clusters Score -283439.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -280596.281250 Penalty: 3833.512451
	Iteration 0F: 3 clusters Score -280596.3 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -281161.343750 Penalty: 3833.512451
	Iteration 1F: 3 clusters Score -281161.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -281362.562500 Penalty: 3833.512451
	Iteration 2F: 3 clusters Score -281362.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -281529.750000 Penalty: 3833.512451
	Iteration 3F: 3 clusters Score -281529.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -281697.000000 Penalty: 3833.512451
	Iteration 4F: 3 clusters Score -281697 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -281877.687500 Penalty: 3833.512451
	Iteration 5F: 3 clusters Score -281877.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -282073.281250 Penalty: 3833.512451
	Iteration 6F: 3 clusters Score -282073.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -282270.781250 Penalty: 3833.512451
	Iteration 7F: 3 clusters Score -282270.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -282411.250000 Penalty: 3833.512451
	Iteration 8Q: 3 clusters Score -282411.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -282483.031250 Penalty: 3833.512451
	Iteration 9Q: 3 clusters Score -282483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -282536.281250 Penalty: 3833.512451
	Iteration 10Q: 3 clusters Score -282536.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -282586.156250 Penalty: 3833.512451
	Iteration 11Q: 3 clusters Score -282586.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -282641.250000 Penalty: 3833.512451
	Iteration 12Q: 3 clusters Score -282641.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -282686.531250 Penalty: 3833.512451
	Iteration 13Q: 3 clusters Score -282686.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -282721.468750 Penalty: 3833.512451
	Iteration 14Q: 3 clusters Score -282721.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -282747.656250 Penalty: 3833.512451
	Iteration 15Q: 3 clusters Score -282747.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -282770.906250 Penalty: 3833.512451
	Iteration 16Q: 3 clusters Score -282770.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -282787.968750 Penalty: 3833.512451
	Iteration 17Q: 3 clusters Score -282788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -282796.250000 Penalty: 3833.512451
	Iteration 18Q: 3 clusters Score -282796.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -282797.687500 Penalty: 3833.512451
	Iteration 19Q: 3 clusters Score -282797.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -282798.312500 Penalty: 3833.512451
	Iteration 20F: 3 clusters Score -282798.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -282799.437500 Penalty: 3833.512451
	Iteration 21Q: 3 clusters Score -282799.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -282799.437500 Penalty: 3833.512451
	Iteration 22F: 3 clusters Score -282799.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Entering Unmasked Estep 
Score: -653150.187500 Penalty: 2103.531006
	Iteration 0F: 2 clusters Score -653150.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -648757.625000 Penalty: 4207.062012
	Iteration 0F: 3 clusters Score -648757.6 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -649791.000000 Penalty: 4207.062012
	Iteration 1F: 3 clusters Score -649791 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -650015.687500 Penalty: 4207.062012
	Iteration 2F: 3 clusters Score -650015.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -650141.000000 Penalty: 4207.062012
	Iteration 3Q: 3 clusters Score -650141 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -650227.875000 Penalty: 4207.062012
	Iteration 4Q: 3 clusters Score -650227.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -650310.437500 Penalty: 4207.062012
	Iteration 5Q: 3 clusters Score -650310.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -650429.000000 Penalty: 4207.062012
	Iteration 6Q: 3 clusters Score -650429 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -650547.687500 Penalty: 4207.062012
	Iteration 7Q: 3 clusters Score -650547.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -650658.000000 Penalty: 4207.062012
	Iteration 8Q: 3 clusters Score -650658 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -650750.375000 Penalty: 4207.062012
	Iteration 9Q: 3 clusters Score -650750.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -650819.500000 Penalty: 4207.062012
	Iteration 10Q: 3 clusters Score -650819.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -650889.937500 Penalty: 4207.062012
	Iteration 11Q: 3 clusters Score -650889.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -650943.312500 Penalty: 4207.062012
	Iteration 12Q: 3 clusters Score -650943.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -651001.937500 Penalty: 4207.062012
	Iteration 13Q: 3 clusters Score -651001.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -651059.375000 Penalty: 4207.062012
	Iteration 14Q: 3 clusters Score -651059.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -651114.250000 Penalty: 4207.062012
	Iteration 15Q: 3 clusters Score -651114.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -651167.812500 Penalty: 4207.062012
	Iteration 16Q: 3 clusters Score -651167.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -651219.187500 Penalty: 4207.062012
	Iteration 17Q: 3 clusters Score -651219.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -651270.250000 Penalty: 4207.062012
	Iteration 18Q: 3 clusters Score -651270.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -651329.875000 Penalty: 4207.062012
	Iteration 19Q: 3 clusters Score -651329.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -651375.000000 Penalty: 4207.062012
	Iteration 20F: 3 clusters Score -651375 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -651411.187500 Penalty: 4207.062012
	Iteration 21Q: 3 clusters Score -651411.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -651441.062500 Penalty: 4207.062012
	Iteration 22Q: 3 clusters Score -651441.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -651466.375000 Penalty: 4207.062012
	Iteration 23Q: 3 clusters Score -651466.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -651491.000000 Penalty: 4207.062012
	Iteration 24Q: 3 clusters Score -651491 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -651518.812500 Penalty: 4207.062012
	Iteration 25Q: 3 clusters Score -651518.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -651549.937500 Penalty: 4207.062012
	Iteration 26Q: 3 clusters Score -651549.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -651579.875000 Penalty: 4207.062012
	Iteration 27Q: 3 clusters Score -651579.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -651608.812500 Penalty: 4207.062012
	Iteration 28Q: 3 clusters Score -651608.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -651627.750000 Penalty: 4207.062012
	Iteration 29Q: 3 clusters Score -651627.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -651638.062500 Penalty: 4207.062012
	Iteration 30Q: 3 clusters Score -651638.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -651653.875000 Penalty: 4207.062012
	Iteration 31Q: 3 clusters Score -651653.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -651670.750000 Penalty: 4207.062012
	Iteration 32Q: 3 clusters Score -651670.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -651684.062500 Penalty: 4207.062012
	Iteration 33Q: 3 clusters Score -651684.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -651694.875000 Penalty: 4207.062012
	Iteration 34Q: 3 clusters Score -651694.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -651706.375000 Penalty: 4207.062012
	Iteration 35Q: 3 clusters Score -651706.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -651719.562500 Penalty: 4207.062012
	Iteration 36Q: 3 clusters Score -651719.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -651742.187500 Penalty: 4207.062012
	Iteration 37Q: 3 clusters Score -651742.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -651762.500000 Penalty: 4207.062012
	Iteration 38Q: 3 clusters Score -651762.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -651779.625000 Penalty: 4207.062012
	Iteration 39Q: 3 clusters Score -651779.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -651798.937500 Penalty: 4207.062012
	Iteration 40F: 3 clusters Score -651798.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -651811.000000 Penalty: 4207.062012
	Iteration 41Q: 3 clusters Score -651811 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -651823.125000 Penalty: 4207.062012
	Iteration 42Q: 3 clusters Score -651823.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -651832.250000 Penalty: 4207.062012
	Iteration 43Q: 3 clusters Score -651832.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -651841.125000 Penalty: 4207.062012
	Iteration 44Q: 3 clusters Score -651841.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -651844.000000 Penalty: 4207.062012
	Iteration 45Q: 3 clusters Score -651844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -651848.187500 Penalty: 4207.062012
	Iteration 46Q: 3 clusters Score -651848.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -651853.312500 Penalty: 4207.062012
	Iteration 47Q: 3 clusters Score -651853.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -651858.062500 Penalty: 4207.062012
	Iteration 48Q: 3 clusters Score -651858.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -651862.437500 Penalty: 4207.062012
	Iteration 49Q: 3 clusters Score -651862.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -651867.312500 Penalty: 4207.062012
	Iteration 50Q: 3 clusters Score -651867.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -651872.937500 Penalty: 4207.062012
	Iteration 51Q: 3 clusters Score -651872.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -651878.625000 Penalty: 4207.062012
	Iteration 52Q: 3 clusters Score -651878.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -651884.812500 Penalty: 4207.062012
	Iteration 53Q: 3 clusters Score -651884.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -651890.562500 Penalty: 4207.062012
	Iteration 54Q: 3 clusters Score -651890.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -651898.937500 Penalty: 4207.062012
	Iteration 55Q: 3 clusters Score -651898.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -651915.125000 Penalty: 4207.062012
	Iteration 56Q: 3 clusters Score -651915.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -651928.375000 Penalty: 4207.062012
	Iteration 57Q: 3 clusters Score -651928.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -651935.625000 Penalty: 4207.062012
	Iteration 58Q: 3 clusters Score -651935.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -651943.187500 Penalty: 4207.062012
	Iteration 59Q: 3 clusters Score -651943.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -651950.312500 Penalty: 4207.062012
	Iteration 60F: 3 clusters Score -651950.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -651956.687500 Penalty: 4207.062012
	Iteration 61Q: 3 clusters Score -651956.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -651959.625000 Penalty: 4207.062012
	Iteration 62Q: 3 clusters Score -651959.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -651962.187500 Penalty: 4207.062012
	Iteration 63Q: 3 clusters Score -651962.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -651963.562500 Penalty: 4207.062012
	Iteration 64Q: 3 clusters Score -651963.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -651966.187500 Penalty: 4207.062012
	Iteration 65Q: 3 clusters Score -651966.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -651969.312500 Penalty: 4207.062012
	Iteration 66Q: 3 clusters Score -651969.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -651970.375000 Penalty: 4207.062012
	Iteration 67Q: 3 clusters Score -651970.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -651969.437500 Penalty: 4207.062012
	Iteration 68Q: 3 clusters Score -651969.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -651969.437500 Penalty: 4207.062012
	Iteration 69F: 3 clusters Score -651969.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Entering Unmasked Estep 
Score: -1640317.250000 Penalty: 2337.111816
	Iteration 0F: 2 clusters Score -1640317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1631067.000000 Penalty: 4674.223633
	Iteration 0F: 3 clusters Score -1631067 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1634022.250000 Penalty: 4674.223633
	Iteration 1F: 3 clusters Score -1634022 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1634633.750000 Penalty: 4674.223633
	Iteration 2F: 3 clusters Score -1634634 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1635387.625000 Penalty: 4674.223633
	Iteration 3F: 3 clusters Score -1635388 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1636193.125000 Penalty: 4674.223633
	Iteration 4F: 3 clusters Score -1636193 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1636923.000000 Penalty: 4674.223633
	Iteration 5F: 3 clusters Score -1636923 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1637552.125000 Penalty: 4674.223633
	Iteration 6F: 3 clusters Score -1637552 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1638078.500000 Penalty: 4674.223633
	Iteration 7F: 3 clusters Score -1638078 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1638420.500000 Penalty: 4674.223633
	Iteration 8Q: 3 clusters Score -1638420 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1638621.875000 Penalty: 4674.223633
	Iteration 9Q: 3 clusters Score -1638622 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1638765.500000 Penalty: 4674.223633
	Iteration 10Q: 3 clusters Score -1638766 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1638881.500000 Penalty: 4674.223633
	Iteration 11Q: 3 clusters Score -1638882 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1638985.375000 Penalty: 4674.223633
	Iteration 12Q: 3 clusters Score -1638985 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1639059.875000 Penalty: 4674.223633
	Iteration 13Q: 3 clusters Score -1639060 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1639169.750000 Penalty: 4674.223633
	Iteration 14Q: 3 clusters Score -1639170 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1639338.250000 Penalty: 4674.223633
	Iteration 15Q: 3 clusters Score -1639338 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1639479.375000 Penalty: 4674.223633
	Iteration 16Q: 3 clusters Score -1639479 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1639564.625000 Penalty: 4674.223633
	Iteration 17Q: 3 clusters Score -1639565 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1639632.625000 Penalty: 4674.223633
	Iteration 18Q: 3 clusters Score -1639633 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1639691.500000 Penalty: 4674.223633
	Iteration 19Q: 3 clusters Score -1639692 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1639735.625000 Penalty: 4674.223633
	Iteration 20F: 3 clusters Score -1639736 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1639757.875000 Penalty: 4674.223633
	Iteration 21Q: 3 clusters Score -1639758 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1639778.625000 Penalty: 4674.223633
	Iteration 22Q: 3 clusters Score -1639779 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1639794.500000 Penalty: 4674.223633
	Iteration 23Q: 3 clusters Score -1639794 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1639803.000000 Penalty: 4674.223633
	Iteration 24Q: 3 clusters Score -1639803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1639815.125000 Penalty: 4674.223633
	Iteration 25Q: 3 clusters Score -1639815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1639821.125000 Penalty: 4674.223633
	Iteration 26Q: 3 clusters Score -1639821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1639827.375000 Penalty: 4674.223633
	Iteration 27Q: 3 clusters Score -1639827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1639835.375000 Penalty: 4674.223633
	Iteration 28Q: 3 clusters Score -1639835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1639833.500000 Penalty: 4674.223633
	Iteration 29Q: 3 clusters Score -1639834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1639840.375000 Penalty: 4674.223633
	Iteration 30Q: 3 clusters Score -1639840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1639839.375000 Penalty: 4674.223633
	Iteration 31Q: 3 clusters Score -1639839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1639840.250000 Penalty: 4674.223633
	Iteration 32Q: 3 clusters Score -1639840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1639842.250000 Penalty: 4674.223633
	Iteration 33Q: 3 clusters Score -1639842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1639842.125000 Penalty: 4674.223633
	Iteration 34Q: 3 clusters Score -1639842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1639842.500000 Penalty: 4674.223633
	Iteration 35Q: 3 clusters Score -1639842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1639842.000000 Penalty: 4674.223633
	Iteration 36Q: 3 clusters Score -1639842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1639840.875000 Penalty: 4674.223633
	Iteration 37Q: 3 clusters Score -1639841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1639843.500000 Penalty: 4674.223633
	Iteration 38Q: 3 clusters Score -1639844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1639844.125000 Penalty: 4674.223633
	Iteration 39Q: 3 clusters Score -1639844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1639844.125000 Penalty: 4674.223633
	Iteration 40F: 3 clusters Score -1639844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -184760.765625 Penalty: 1841.931763
	Iteration 0F: 2 clusters Score -184760.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -182547.765625 Penalty: 3683.863525
	Iteration 0F: 3 clusters Score -182547.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -183182.437500 Penalty: 3683.863525
	Iteration 1F: 3 clusters Score -183182.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -183506.578125 Penalty: 3683.863525
	Iteration 2F: 3 clusters Score -183506.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -183713.359375 Penalty: 3683.863525
	Iteration 3F: 3 clusters Score -183713.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -183858.578125 Penalty: 3683.863525
	Iteration 4F: 3 clusters Score -183858.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -183953.765625 Penalty: 3683.863525
	Iteration 5Q: 3 clusters Score -183953.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -184058.093750 Penalty: 3683.863525
	Iteration 6Q: 3 clusters Score -184058.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -184164.375000 Penalty: 3683.863525
	Iteration 7Q: 3 clusters Score -184164.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -184242.937500 Penalty: 3683.863525
	Iteration 8Q: 3 clusters Score -184242.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -184262.750000 Penalty: 3683.863525
	Iteration 9Q: 3 clusters Score -184262.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -184279.234375 Penalty: 3683.863525
	Iteration 10Q: 3 clusters Score -184279.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -184293.031250 Penalty: 3683.863525
	Iteration 11Q: 3 clusters Score -184293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -184303.843750 Penalty: 3683.863525
	Iteration 12Q: 3 clusters Score -184303.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -184316.671875 Penalty: 3683.863525
	Iteration 13Q: 3 clusters Score -184316.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -184328.031250 Penalty: 3683.863525
	Iteration 14Q: 3 clusters Score -184328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -184340.265625 Penalty: 3683.863525
	Iteration 15Q: 3 clusters Score -184340.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -184349.906250 Penalty: 3683.863525
	Iteration 16Q: 3 clusters Score -184349.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -184357.812500 Penalty: 3683.863525
	Iteration 17Q: 3 clusters Score -184357.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -184363.406250 Penalty: 3683.863525
	Iteration 18Q: 3 clusters Score -184363.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -184369.953125 Penalty: 3683.863525
	Iteration 19Q: 3 clusters Score -184370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -184411.515625 Penalty: 3683.863525
	Iteration 20F: 3 clusters Score -184411.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -184451.265625 Penalty: 3683.863525
	Iteration 21Q: 3 clusters Score -184451.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -184476.953125 Penalty: 3683.863525
	Iteration 22Q: 3 clusters Score -184477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -184482.234375 Penalty: 3683.863525
	Iteration 23Q: 3 clusters Score -184482.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -184490.218750 Penalty: 3683.863525
	Iteration 24Q: 3 clusters Score -184490.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -184492.140625 Penalty: 3683.863525
	Iteration 25Q: 3 clusters Score -184492.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -184492.140625 Penalty: 3683.863525
	Iteration 26F: 3 clusters Score -184492.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Entering Unmasked Estep 
Score: -5194754.000000 Penalty: 2611.012207
	Iteration 0F: 2 clusters Score -5194754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -5169260.500000 Penalty: 5222.024414
	Iteration 0F: 3 clusters Score -5169260 nChanged 17088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -5178561.500000 Penalty: 5222.024414
	Iteration 1F: 3 clusters Score -5178562 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -5179024.000000 Penalty: 5222.024414
	Iteration 2Q: 3 clusters Score -5179024 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -5179432.000000 Penalty: 5222.024414
	Iteration 3Q: 3 clusters Score -5179432 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -5179956.500000 Penalty: 5222.024414
	Iteration 4Q: 3 clusters Score -5179956 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -5180642.500000 Penalty: 5222.024414
	Iteration 5Q: 3 clusters Score -5180642 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -5181647.000000 Penalty: 5222.024414
	Iteration 6Q: 3 clusters Score -5181647 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -5182840.500000 Penalty: 5222.024414
	Iteration 7Q: 3 clusters Score -5182840 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -5184206.500000 Penalty: 5222.024414
	Iteration 8F: 3 clusters Score -5184206 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -5185726.000000 Penalty: 5222.024414
	Iteration 9F: 3 clusters Score -5185726 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -5187173.000000 Penalty: 5222.024414
	Iteration 10F: 3 clusters Score -5187173 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -5188396.500000 Penalty: 5222.024414
	Iteration 11Q: 3 clusters Score -5188396 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -5189408.000000 Penalty: 5222.024414
	Iteration 12Q: 3 clusters Score -5189408 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -5190240.000000 Penalty: 5222.024414
	Iteration 13Q: 3 clusters Score -5190240 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -5190861.500000 Penalty: 5222.024414
	Iteration 14Q: 3 clusters Score -5190862 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -5191315.000000 Penalty: 5222.024414
	Iteration 15Q: 3 clusters Score -5191315 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -5191647.000000 Penalty: 5222.024414
	Iteration 16Q: 3 clusters Score -5191647 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -5191909.000000 Penalty: 5222.024414
	Iteration 17Q: 3 clusters Score -5191909 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -5192089.500000 Penalty: 5222.024414
	Iteration 18Q: 3 clusters Score -5192090 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -5192211.000000 Penalty: 5222.024414
	Iteration 19Q: 3 clusters Score -5192211 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -5192307.500000 Penalty: 5222.024414
	Iteration 20F: 3 clusters Score -5192308 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -5192360.500000 Penalty: 5222.024414
	Iteration 21Q: 3 clusters Score -5192360 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -5192422.500000 Penalty: 5222.024414
	Iteration 22Q: 3 clusters Score -5192422 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -5192445.000000 Penalty: 5222.024414
	Iteration 23Q: 3 clusters Score -5192445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -5192478.500000 Penalty: 5222.024414
	Iteration 24Q: 3 clusters Score -5192478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -5192499.000000 Penalty: 5222.024414
	Iteration 25Q: 3 clusters Score -5192499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -5192505.500000 Penalty: 5222.024414
	Iteration 26Q: 3 clusters Score -5192506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -5192522.500000 Penalty: 5222.024414
	Iteration 27Q: 3 clusters Score -5192522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -5192531.500000 Penalty: 5222.024414
	Iteration 28Q: 3 clusters Score -5192532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -5192544.000000 Penalty: 5222.024414
	Iteration 29Q: 3 clusters Score -5192544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -5192544.000000 Penalty: 5222.024414
	Iteration 30Q: 3 clusters Score -5192544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -5192548.000000 Penalty: 5222.024414
	Iteration 31Q: 3 clusters Score -5192548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -5192559.000000 Penalty: 5222.024414
	Iteration 32Q: 3 clusters Score -5192559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -5192569.500000 Penalty: 5222.024414
	Iteration 33Q: 3 clusters Score -5192570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -5192575.500000 Penalty: 5222.024414
	Iteration 34Q: 3 clusters Score -5192576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -5192572.000000 Penalty: 5222.024414
	Iteration 35Q: 3 clusters Score -5192572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -5192574.500000 Penalty: 5222.024414
	Iteration 36Q: 3 clusters Score -5192574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -5192578.500000 Penalty: 5222.024414
	Iteration 37Q: 3 clusters Score -5192578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -5192585.000000 Penalty: 5222.024414
	Iteration 38Q: 3 clusters Score -5192585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -5192584.000000 Penalty: 5222.024414
	Iteration 39Q: 3 clusters Score -5192584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -5192589.500000 Penalty: 5222.024414
	Iteration 40F: 3 clusters Score -5192590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -5192590.000000 Penalty: 5222.024414
	Iteration 41Q: 3 clusters Score -5192590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -5192594.500000 Penalty: 5222.024414
	Iteration 42Q: 3 clusters Score -5192594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -5192593.500000 Penalty: 5222.024414
	Iteration 43Q: 3 clusters Score -5192594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -5192593.500000 Penalty: 5222.024414
	Iteration 44Q: 3 clusters Score -5192594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -5192595.000000 Penalty: 5222.024414
	Iteration 45Q: 3 clusters Score -5192595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -5192595.000000 Penalty: 5222.024414
	Iteration 46F: 3 clusters Score -5192595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Entering Unmasked Estep 
Score: -1307563.000000 Penalty: 2280.365723
	Iteration 0F: 2 clusters Score -1307563 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 4942 members 
Entering Unmasked Estep 
Score: -1299995.875000 Penalty: 4560.731445
	Iteration 0F: 3 clusters Score -1299996 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1302121.875000 Penalty: 4560.731445
	Iteration 1F: 3 clusters Score -1302122 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1302370.625000 Penalty: 4560.731445
	Iteration 2F: 3 clusters Score -1302371 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1302553.125000 Penalty: 4560.731445
	Iteration 3Q: 3 clusters Score -1302553 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1302703.500000 Penalty: 4560.731445
	Iteration 4Q: 3 clusters Score -1302704 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1302852.875000 Penalty: 4560.731445
	Iteration 5Q: 3 clusters Score -1302853 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1303007.750000 Penalty: 4560.731445
	Iteration 6Q: 3 clusters Score -1303008 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1303183.625000 Penalty: 4560.731445
	Iteration 7Q: 3 clusters Score -1303184 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1303437.875000 Penalty: 4560.731445
	Iteration 8Q: 3 clusters Score -1303438 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1303756.625000 Penalty: 4560.731445
	Iteration 9Q: 3 clusters Score -1303757 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1304089.375000 Penalty: 4560.731445
	Iteration 10Q: 3 clusters Score -1304089 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1304347.500000 Penalty: 4560.731445
	Iteration 11Q: 3 clusters Score -1304348 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1304551.125000 Penalty: 4560.731445
	Iteration 12Q: 3 clusters Score -1304551 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1304704.875000 Penalty: 4560.731445
	Iteration 13Q: 3 clusters Score -1304705 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1304829.750000 Penalty: 4560.731445
	Iteration 14Q: 3 clusters Score -1304830 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1304947.625000 Penalty: 4560.731445
	Iteration 15Q: 3 clusters Score -1304948 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1305048.500000 Penalty: 4560.731445
	Iteration 16Q: 3 clusters Score -1305048 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1305125.500000 Penalty: 4560.731445
	Iteration 17Q: 3 clusters Score -1305126 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1305185.250000 Penalty: 4560.731445
	Iteration 18Q: 3 clusters Score -1305185 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1305241.500000 Penalty: 4560.731445
	Iteration 19Q: 3 clusters Score -1305242 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1305275.500000 Penalty: 4560.731445
	Iteration 20F: 3 clusters Score -1305276 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1305313.125000 Penalty: 4560.731445
	Iteration 21Q: 3 clusters Score -1305313 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1305348.000000 Penalty: 4560.731445
	Iteration 22Q: 3 clusters Score -1305348 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1305380.250000 Penalty: 4560.731445
	Iteration 23Q: 3 clusters Score -1305380 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1305405.875000 Penalty: 4560.731445
	Iteration 24Q: 3 clusters Score -1305406 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1305431.250000 Penalty: 4560.731445
	Iteration 25Q: 3 clusters Score -1305431 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1305456.500000 Penalty: 4560.731445
	Iteration 26Q: 3 clusters Score -1305456 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1305480.125000 Penalty: 4560.731445
	Iteration 27Q: 3 clusters Score -1305480 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1305506.625000 Penalty: 4560.731445
	Iteration 28Q: 3 clusters Score -1305507 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1305525.625000 Penalty: 4560.731445
	Iteration 29Q: 3 clusters Score -1305526 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1305541.500000 Penalty: 4560.731445
	Iteration 30Q: 3 clusters Score -1305542 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1305554.250000 Penalty: 4560.731445
	Iteration 31Q: 3 clusters Score -1305554 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1305563.875000 Penalty: 4560.731445
	Iteration 32Q: 3 clusters Score -1305564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1305578.875000 Penalty: 4560.731445
	Iteration 33Q: 3 clusters Score -1305579 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1305584.625000 Penalty: 4560.731445
	Iteration 34Q: 3 clusters Score -1305585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1305593.250000 Penalty: 4560.731445
	Iteration 35Q: 3 clusters Score -1305593 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1305607.500000 Penalty: 4560.731445
	Iteration 36Q: 3 clusters Score -1305608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1305615.125000 Penalty: 4560.731445
	Iteration 37Q: 3 clusters Score -1305615 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1305627.750000 Penalty: 4560.731445
	Iteration 38Q: 3 clusters Score -1305628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1305637.250000 Penalty: 4560.731445
	Iteration 39Q: 3 clusters Score -1305637 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1305641.000000 Penalty: 4560.731445
	Iteration 40F: 3 clusters Score -1305641 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1305656.875000 Penalty: 4560.731445
	Iteration 41Q: 3 clusters Score -1305657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1305664.750000 Penalty: 4560.731445
	Iteration 42Q: 3 clusters Score -1305665 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1305665.250000 Penalty: 4560.731445
	Iteration 43Q: 3 clusters Score -1305665 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1305678.125000 Penalty: 4560.731445
	Iteration 44Q: 3 clusters Score -1305678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1305683.875000 Penalty: 4560.731445
	Iteration 45Q: 3 clusters Score -1305684 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1305700.750000 Penalty: 4560.731445
	Iteration 46Q: 3 clusters Score -1305701 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1305712.875000 Penalty: 4560.731445
	Iteration 47Q: 3 clusters Score -1305713 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1305722.250000 Penalty: 4560.731445
	Iteration 48Q: 3 clusters Score -1305722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1305739.125000 Penalty: 4560.731445
	Iteration 49Q: 3 clusters Score -1305739 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1305748.000000 Penalty: 4560.731445
	Iteration 50Q: 3 clusters Score -1305748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1305756.125000 Penalty: 4560.731445
	Iteration 51Q: 3 clusters Score -1305756 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1305771.250000 Penalty: 4560.731445
	Iteration 52Q: 3 clusters Score -1305771 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1305785.125000 Penalty: 4560.731445
	Iteration 53Q: 3 clusters Score -1305785 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1305793.500000 Penalty: 4560.731445
	Iteration 54Q: 3 clusters Score -1305794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1305803.375000 Penalty: 4560.731445
	Iteration 55Q: 3 clusters Score -1305803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1305810.875000 Penalty: 4560.731445
	Iteration 56Q: 3 clusters Score -1305811 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1305826.375000 Penalty: 4560.731445
	Iteration 57Q: 3 clusters Score -1305826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1305836.875000 Penalty: 4560.731445
	Iteration 58Q: 3 clusters Score -1305837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1305844.000000 Penalty: 4560.731445
	Iteration 59Q: 3 clusters Score -1305844 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1305852.750000 Penalty: 4560.731445
	Iteration 60F: 3 clusters Score -1305853 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1305860.500000 Penalty: 4560.731445
	Iteration 61Q: 3 clusters Score -1305860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1305873.250000 Penalty: 4560.731445
	Iteration 62Q: 3 clusters Score -1305873 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1305888.375000 Penalty: 4560.731445
	Iteration 63Q: 3 clusters Score -1305888 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1305904.875000 Penalty: 4560.731445
	Iteration 64Q: 3 clusters Score -1305905 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1305922.500000 Penalty: 4560.731445
	Iteration 65Q: 3 clusters Score -1305922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1305940.250000 Penalty: 4560.731445
	Iteration 66Q: 3 clusters Score -1305940 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1305959.625000 Penalty: 4560.731445
	Iteration 67Q: 3 clusters Score -1305960 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1305971.375000 Penalty: 4560.731445
	Iteration 68Q: 3 clusters Score -1305971 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1305977.500000 Penalty: 4560.731445
	Iteration 69Q: 3 clusters Score -1305978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1305989.875000 Penalty: 4560.731445
	Iteration 70Q: 3 clusters Score -1305990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1306005.375000 Penalty: 4560.731445
	Iteration 71Q: 3 clusters Score -1306005 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1306027.750000 Penalty: 4560.731445
	Iteration 72Q: 3 clusters Score -1306028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1306034.750000 Penalty: 4560.731445
	Iteration 73Q: 3 clusters Score -1306035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1306045.375000 Penalty: 4560.731445
	Iteration 74Q: 3 clusters Score -1306045 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1306053.125000 Penalty: 4560.731445
	Iteration 75Q: 3 clusters Score -1306053 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1306060.000000 Penalty: 4560.731445
	Iteration 76Q: 3 clusters Score -1306060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1306070.750000 Penalty: 4560.731445
	Iteration 77Q: 3 clusters Score -1306071 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1306077.750000 Penalty: 4560.731445
	Iteration 78Q: 3 clusters Score -1306078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1306084.125000 Penalty: 4560.731445
	Iteration 79Q: 3 clusters Score -1306084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1306090.000000 Penalty: 4560.731445
	Iteration 80F: 3 clusters Score -1306090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1306097.750000 Penalty: 4560.731445
	Iteration 81Q: 3 clusters Score -1306098 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1306110.625000 Penalty: 4560.731445
	Iteration 82Q: 3 clusters Score -1306111 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1306120.875000 Penalty: 4560.731445
	Iteration 83Q: 3 clusters Score -1306121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1306128.875000 Penalty: 4560.731445
	Iteration 84Q: 3 clusters Score -1306129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1306136.125000 Penalty: 4560.731445
	Iteration 85Q: 3 clusters Score -1306136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1306146.000000 Penalty: 4560.731445
	Iteration 86Q: 3 clusters Score -1306146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1306150.000000 Penalty: 4560.731445
	Iteration 87Q: 3 clusters Score -1306150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1306159.750000 Penalty: 4560.731445
	Iteration 88Q: 3 clusters Score -1306160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1306163.875000 Penalty: 4560.731445
	Iteration 89Q: 3 clusters Score -1306164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1306166.375000 Penalty: 4560.731445
	Iteration 90Q: 3 clusters Score -1306166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1306170.125000 Penalty: 4560.731445
	Iteration 91Q: 3 clusters Score -1306170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1306178.250000 Penalty: 4560.731445
	Iteration 92Q: 3 clusters Score -1306178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1306185.500000 Penalty: 4560.731445
	Iteration 93Q: 3 clusters Score -1306186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1306195.375000 Penalty: 4560.731445
	Iteration 94Q: 3 clusters Score -1306195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1306203.375000 Penalty: 4560.731445
	Iteration 95Q: 3 clusters Score -1306203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1306205.750000 Penalty: 4560.731445
	Iteration 96Q: 3 clusters Score -1306206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1306211.000000 Penalty: 4560.731445
	Iteration 97Q: 3 clusters Score -1306211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1306222.500000 Penalty: 4560.731445
	Iteration 98Q: 3 clusters Score -1306222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1306223.250000 Penalty: 4560.731445
	Iteration 99Q: 3 clusters Score -1306223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1306227.750000 Penalty: 4560.731445
	Iteration 100F: 3 clusters Score -1306228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1306231.875000 Penalty: 4560.731445
	Iteration 101Q: 3 clusters Score -1306232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1306233.875000 Penalty: 4560.731445
	Iteration 102Q: 3 clusters Score -1306234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1306238.750000 Penalty: 4560.731445
	Iteration 103Q: 3 clusters Score -1306239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1306242.500000 Penalty: 4560.731445
	Iteration 104Q: 3 clusters Score -1306242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1306242.750000 Penalty: 4560.731445
	Iteration 105Q: 3 clusters Score -1306243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1306245.875000 Penalty: 4560.731445
	Iteration 106Q: 3 clusters Score -1306246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1306252.250000 Penalty: 4560.731445
	Iteration 107Q: 3 clusters Score -1306252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1306256.500000 Penalty: 4560.731445
	Iteration 108Q: 3 clusters Score -1306256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1306257.500000 Penalty: 4560.731445
	Iteration 109Q: 3 clusters Score -1306258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1306260.375000 Penalty: 4560.731445
	Iteration 110Q: 3 clusters Score -1306260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1306266.250000 Penalty: 4560.731445
	Iteration 111Q: 3 clusters Score -1306266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1306270.500000 Penalty: 4560.731445
	Iteration 112Q: 3 clusters Score -1306270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1306273.375000 Penalty: 4560.731445
	Iteration 113Q: 3 clusters Score -1306273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1306279.500000 Penalty: 4560.731445
	Iteration 114Q: 3 clusters Score -1306280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1306280.500000 Penalty: 4560.731445
	Iteration 115Q: 3 clusters Score -1306280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1306287.250000 Penalty: 4560.731445
	Iteration 116Q: 3 clusters Score -1306287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1306295.000000 Penalty: 4560.731445
	Iteration 117Q: 3 clusters Score -1306295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1306299.500000 Penalty: 4560.731445
	Iteration 118Q: 3 clusters Score -1306300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1306306.250000 Penalty: 4560.731445
	Iteration 119Q: 3 clusters Score -1306306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1306307.500000 Penalty: 4560.731445
	Iteration 120F: 3 clusters Score -1306308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1306308.000000 Penalty: 4560.731445
	Iteration 121Q: 3 clusters Score -1306308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1306311.500000 Penalty: 4560.731445
	Iteration 122Q: 3 clusters Score -1306312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1306314.250000 Penalty: 4560.731445
	Iteration 123Q: 3 clusters Score -1306314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1306316.625000 Penalty: 4560.731445
	Iteration 124Q: 3 clusters Score -1306317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1306319.500000 Penalty: 4560.731445
	Iteration 125Q: 3 clusters Score -1306320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1306320.875000 Penalty: 4560.731445
	Iteration 126Q: 3 clusters Score -1306321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1306323.625000 Penalty: 4560.731445
	Iteration 127Q: 3 clusters Score -1306324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1306323.750000 Penalty: 4560.731445
	Iteration 128Q: 3 clusters Score -1306324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1306329.125000 Penalty: 4560.731445
	Iteration 129Q: 3 clusters Score -1306329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1306332.375000 Penalty: 4560.731445
	Iteration 130Q: 3 clusters Score -1306332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1306334.000000 Penalty: 4560.731445
	Iteration 131Q: 3 clusters Score -1306334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1306338.375000 Penalty: 4560.731445
	Iteration 132Q: 3 clusters Score -1306338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1306345.875000 Penalty: 4560.731445
	Iteration 133Q: 3 clusters Score -1306346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1306349.250000 Penalty: 4560.731445
	Iteration 134Q: 3 clusters Score -1306349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1306349.250000 Penalty: 4560.731445
	Iteration 135Q: 3 clusters Score -1306349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1306353.625000 Penalty: 4560.731445
	Iteration 136Q: 3 clusters Score -1306354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1306357.250000 Penalty: 4560.731445
	Iteration 137Q: 3 clusters Score -1306357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1306360.125000 Penalty: 4560.731445
	Iteration 138Q: 3 clusters Score -1306360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1306362.875000 Penalty: 4560.731445
	Iteration 139Q: 3 clusters Score -1306363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1306369.625000 Penalty: 4560.731445
	Iteration 140F: 3 clusters Score -1306370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1306368.875000 Penalty: 4560.731445
	Iteration 141Q: 3 clusters Score -1306369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1306371.000000 Penalty: 4560.731445
	Iteration 142Q: 3 clusters Score -1306371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1306371.750000 Penalty: 4560.731445
	Iteration 143Q: 3 clusters Score -1306372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1306369.250000 Penalty: 4560.731445
	Iteration 144Q: 3 clusters Score -1306369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1306372.750000 Penalty: 4560.731445
	Iteration 145Q: 3 clusters Score -1306373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1306373.125000 Penalty: 4560.731445
	Iteration 146Q: 3 clusters Score -1306373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1306373.125000 Penalty: 4560.731445
	Iteration 147F: 3 clusters Score -1306373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -272768.625000 Penalty: 1884.651611
	Iteration 0F: 2 clusters Score -272768.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -270146.437500 Penalty: 3769.303223
	Iteration 0F: 3 clusters Score -270146.4 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -270673.125000 Penalty: 3769.303223
	Iteration 1F: 3 clusters Score -270673.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -270831.437500 Penalty: 3769.303223
	Iteration 2F: 3 clusters Score -270831.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -270949.687500 Penalty: 3769.303223
	Iteration 3Q: 3 clusters Score -270949.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -271072.281250 Penalty: 3769.303223
	Iteration 4Q: 3 clusters Score -271072.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -271195.093750 Penalty: 3769.303223
	Iteration 5Q: 3 clusters Score -271195.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -271317.437500 Penalty: 3769.303223
	Iteration 6Q: 3 clusters Score -271317.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -271412.312500 Penalty: 3769.303223
	Iteration 7Q: 3 clusters Score -271412.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -271463.468750 Penalty: 3769.303223
	Iteration 8Q: 3 clusters Score -271463.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -271500.062500 Penalty: 3769.303223
	Iteration 9Q: 3 clusters Score -271500.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -271541.875000 Penalty: 3769.303223
	Iteration 10Q: 3 clusters Score -271541.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -271577.125000 Penalty: 3769.303223
	Iteration 11Q: 3 clusters Score -271577.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -271616.468750 Penalty: 3769.303223
	Iteration 12Q: 3 clusters Score -271616.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -271657.500000 Penalty: 3769.303223
	Iteration 13Q: 3 clusters Score -271657.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -271687.562500 Penalty: 3769.303223
	Iteration 14Q: 3 clusters Score -271687.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -271716.750000 Penalty: 3769.303223
	Iteration 15Q: 3 clusters Score -271716.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -271746.968750 Penalty: 3769.303223
	Iteration 16Q: 3 clusters Score -271747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -271777.500000 Penalty: 3769.303223
	Iteration 17Q: 3 clusters Score -271777.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -271805.812500 Penalty: 3769.303223
	Iteration 18Q: 3 clusters Score -271805.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -271819.000000 Penalty: 3769.303223
	Iteration 19Q: 3 clusters Score -271819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -271826.125000 Penalty: 3769.303223
	Iteration 20F: 3 clusters Score -271826.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -271832.218750 Penalty: 3769.303223
	Iteration 21Q: 3 clusters Score -271832.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -271838.875000 Penalty: 3769.303223
	Iteration 22Q: 3 clusters Score -271838.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -271845.500000 Penalty: 3769.303223
	Iteration 23Q: 3 clusters Score -271845.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -271850.312500 Penalty: 3769.303223
	Iteration 24Q: 3 clusters Score -271850.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -271854.062500 Penalty: 3769.303223
	Iteration 25Q: 3 clusters Score -271854.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -271855.281250 Penalty: 3769.303223
	Iteration 26Q: 3 clusters Score -271855.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -271855.281250 Penalty: 3769.303223
	Iteration 27F: 3 clusters Score -271855.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (167357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167357 members 
Entering Unmasked Estep 
Score: -22879758.000000 Penalty: 2982.915283
	Iteration 0F: 2 clusters Score -2.287976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83359 members 
Mstep: Class 2 contains 83998 members 
Entering Unmasked Estep 
Score: -22767648.000000 Penalty: 5965.830566
	Iteration 0F: 3 clusters Score -2.276765e+07 nChanged 80267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 87005 members 
Entering Unmasked Estep 
Score: -22813834.000000 Penalty: 5965.830566
	Iteration 1F: 3 clusters Score -2.281383e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78452 members 
Mstep: Class 2 contains 88905 members 
Entering Unmasked Estep 
Score: -22814846.000000 Penalty: 5965.830566
	Iteration 2Q: 3 clusters Score -2.281485e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75456 members 
Mstep: Class 2 contains 91901 members 
Entering Unmasked Estep 
Score: -22815826.000000 Penalty: 5965.830566
	Iteration 3Q: 3 clusters Score -2.281583e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 96492 members 
Entering Unmasked Estep 
Score: -22817716.000000 Penalty: 5965.830566
	Iteration 4Q: 3 clusters Score -2.281772e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 103479 members 
Entering Unmasked Estep 
Score: -22820896.000000 Penalty: 5965.830566
	Iteration 5Q: 3 clusters Score -2.28209e+07 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 113754 members 
Entering Unmasked Estep 
Score: -22827188.000000 Penalty: 5965.830566
	Iteration 6F: 3 clusters Score -2.282719e+07 nChanged 13901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 127655 members 
Entering Unmasked Estep 
Score: -22838096.000000 Penalty: 5965.830566
	Iteration 7F: 3 clusters Score -2.28381e+07 nChanged 16095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 143750 members 
Entering Unmasked Estep 
Score: -22853328.000000 Penalty: 5965.830566
	Iteration 8F: 3 clusters Score -2.285333e+07 nChanged 13539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 157289 members 
Entering Unmasked Estep 
Score: -22867174.000000 Penalty: 5965.830566
	Iteration 9F: 3 clusters Score -2.286717e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 164326 members 
Entering Unmasked Estep 
Score: -22874288.000000 Penalty: 5965.830566
	Iteration 10Q: 3 clusters Score -2.287429e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 166589 members 
Entering Unmasked Estep 
Score: -22876344.000000 Penalty: 5965.830566
	Iteration 11Q: 3 clusters Score -2.287634e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 167076 members 
Entering Unmasked Estep 
Score: -22876828.000000 Penalty: 5965.830566
	Iteration 12Q: 3 clusters Score -2.287683e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 167178 members 
Entering Unmasked Estep 
Score: -22877048.000000 Penalty: 5965.830566
	Iteration 13Q: 3 clusters Score -2.287705e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 167206 members 
Entering Unmasked Estep 
Score: -22877136.000000 Penalty: 5965.830566
	Iteration 14Q: 3 clusters Score -2.287714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 167215 members 
Entering Unmasked Estep 
Score: -22877132.000000 Penalty: 5965.830566
	Iteration 15Q: 3 clusters Score -2.287713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 167218 members 
Entering Unmasked Estep 
Score: -22877164.000000 Penalty: 5965.830566
	Iteration 16Q: 3 clusters Score -2.287716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 167221 members 
Entering Unmasked Estep 
Score: -22877164.000000 Penalty: 5965.830566
	Iteration 17Q: 3 clusters Score -2.287716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 167223 members 
Entering Unmasked Estep 
Score: -22877190.000000 Penalty: 5965.830566
	Iteration 18Q: 3 clusters Score -2.287719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 167223 members 
Entering Unmasked Estep 
Score: -22877194.000000 Penalty: 5965.830566
	Iteration 19Q: 3 clusters Score -2.287719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 167222 members 
Entering Unmasked Estep 
Score: -22877202.000000 Penalty: 5965.830566
	Iteration 20F: 3 clusters Score -2.28772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 167223 members 
Entering Unmasked Estep 
Score: -22877198.000000 Penalty: 5965.830566
	Iteration 21Q: 3 clusters Score -2.28772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 167224 members 
Entering Unmasked Estep 
Score: -22877204.000000 Penalty: 5965.830566
	Iteration 22Q: 3 clusters Score -2.28772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 167225 members 
Entering Unmasked Estep 
Score: -22877208.000000 Penalty: 5965.830566
	Iteration 23Q: 3 clusters Score -2.287721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 167225 members 
Entering Unmasked Estep 
Score: -22877208.000000 Penalty: 5965.830566
	Iteration 24F: 3 clusters Score -2.287721e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Entering Unmasked Estep 
Score: -694241.750000 Penalty: 2127.041992
	Iteration 0F: 2 clusters Score -694241.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -689550.375000 Penalty: 4254.083984
	Iteration 0F: 3 clusters Score -689550.4 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -690732.375000 Penalty: 4254.083984
	Iteration 1F: 3 clusters Score -690732.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -690959.687500 Penalty: 4254.083984
	Iteration 2F: 3 clusters Score -690959.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -691100.000000 Penalty: 4254.083984
	Iteration 3Q: 3 clusters Score -691100 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -691195.375000 Penalty: 4254.083984
	Iteration 4Q: 3 clusters Score -691195.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -691268.312500 Penalty: 4254.083984
	Iteration 5Q: 3 clusters Score -691268.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -691316.812500 Penalty: 4254.083984
	Iteration 6Q: 3 clusters Score -691316.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -691359.875000 Penalty: 4254.083984
	Iteration 7Q: 3 clusters Score -691359.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -691420.562500 Penalty: 4254.083984
	Iteration 8Q: 3 clusters Score -691420.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -691487.312500 Penalty: 4254.083984
	Iteration 9Q: 3 clusters Score -691487.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -691553.375000 Penalty: 4254.083984
	Iteration 10Q: 3 clusters Score -691553.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -691640.437500 Penalty: 4254.083984
	Iteration 11Q: 3 clusters Score -691640.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -691748.875000 Penalty: 4254.083984
	Iteration 12Q: 3 clusters Score -691748.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -691903.375000 Penalty: 4254.083984
	Iteration 13Q: 3 clusters Score -691903.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -692141.250000 Penalty: 4254.083984
	Iteration 14Q: 3 clusters Score -692141.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -692485.000000 Penalty: 4254.083984
	Iteration 15Q: 3 clusters Score -692485 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -692861.750000 Penalty: 4254.083984
	Iteration 16Q: 3 clusters Score -692861.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -693174.812500 Penalty: 4254.083984
	Iteration 17Q: 3 clusters Score -693174.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -693357.437500 Penalty: 4254.083984
	Iteration 18Q: 3 clusters Score -693357.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -693444.625000 Penalty: 4254.083984
	Iteration 19Q: 3 clusters Score -693444.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -693487.812500 Penalty: 4254.083984
	Iteration 20F: 3 clusters Score -693487.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -693520.000000 Penalty: 4254.083984
	Iteration 21Q: 3 clusters Score -693520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -693558.187500 Penalty: 4254.083984
	Iteration 22Q: 3 clusters Score -693558.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -693614.812500 Penalty: 4254.083984
	Iteration 23Q: 3 clusters Score -693614.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -693708.250000 Penalty: 4254.083984
	Iteration 24Q: 3 clusters Score -693708.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -693835.750000 Penalty: 4254.083984
	Iteration 25Q: 3 clusters Score -693835.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -693943.312500 Penalty: 4254.083984
	Iteration 26Q: 3 clusters Score -693943.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -694036.812500 Penalty: 4254.083984
	Iteration 27Q: 3 clusters Score -694036.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -694113.437500 Penalty: 4254.083984
	Iteration 28Q: 3 clusters Score -694113.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -694149.062500 Penalty: 4254.083984
	Iteration 29Q: 3 clusters Score -694149.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -694171.625000 Penalty: 4254.083984
	Iteration 30Q: 3 clusters Score -694171.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -694188.500000 Penalty: 4254.083984
	Iteration 31Q: 3 clusters Score -694188.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -694202.625000 Penalty: 4254.083984
	Iteration 32Q: 3 clusters Score -694202.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -694210.500000 Penalty: 4254.083984
	Iteration 33Q: 3 clusters Score -694210.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -694212.562500 Penalty: 4254.083984
	Iteration 34Q: 3 clusters Score -694212.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -694213.500000 Penalty: 4254.083984
	Iteration 35Q: 3 clusters Score -694213.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -694213.062500 Penalty: 4254.083984
	Iteration 36Q: 3 clusters Score -694213.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -694215.500000 Penalty: 4254.083984
	Iteration 37Q: 3 clusters Score -694215.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -694215.500000 Penalty: 4254.083984
	Iteration 38F: 3 clusters Score -694215.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Entering Unmasked Estep 
Score: -2870449.000000 Penalty: 2469.707031
	Iteration 0F: 2 clusters Score -2870449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2855706.500000 Penalty: 4939.414062
	Iteration 0F: 3 clusters Score -2855706 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2861045.250000 Penalty: 4939.414062
	Iteration 1F: 3 clusters Score -2861045 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2862095.250000 Penalty: 4939.414062
	Iteration 2F: 3 clusters Score -2862095 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2863323.750000 Penalty: 4939.414062
	Iteration 3F: 3 clusters Score -2863324 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2864503.250000 Penalty: 4939.414062
	Iteration 4F: 3 clusters Score -2864503 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2865620.250000 Penalty: 4939.414062
	Iteration 5F: 3 clusters Score -2865620 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2866575.250000 Penalty: 4939.414062
	Iteration 6F: 3 clusters Score -2866575 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2867416.750000 Penalty: 4939.414062
	Iteration 7F: 3 clusters Score -2867417 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2868120.250000 Penalty: 4939.414062
	Iteration 8Q: 3 clusters Score -2868120 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2868697.500000 Penalty: 4939.414062
	Iteration 9Q: 3 clusters Score -2868698 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2869050.750000 Penalty: 4939.414062
	Iteration 10Q: 3 clusters Score -2869051 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2869297.000000 Penalty: 4939.414062
	Iteration 11Q: 3 clusters Score -2869297 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2869497.750000 Penalty: 4939.414062
	Iteration 12Q: 3 clusters Score -2869498 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2869650.500000 Penalty: 4939.414062
	Iteration 13Q: 3 clusters Score -2869650 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2869796.750000 Penalty: 4939.414062
	Iteration 14Q: 3 clusters Score -2869797 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2869909.250000 Penalty: 4939.414062
	Iteration 15Q: 3 clusters Score -2869909 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2869991.250000 Penalty: 4939.414062
	Iteration 16Q: 3 clusters Score -2869991 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2870054.250000 Penalty: 4939.414062
	Iteration 17Q: 3 clusters Score -2870054 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2870089.750000 Penalty: 4939.414062
	Iteration 18Q: 3 clusters Score -2870090 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2870111.250000 Penalty: 4939.414062
	Iteration 19Q: 3 clusters Score -2870111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2870116.750000 Penalty: 4939.414062
	Iteration 20F: 3 clusters Score -2870117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2870122.500000 Penalty: 4939.414062
	Iteration 21Q: 3 clusters Score -2870122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2870135.750000 Penalty: 4939.414062
	Iteration 22Q: 3 clusters Score -2870136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2870138.250000 Penalty: 4939.414062
	Iteration 23Q: 3 clusters Score -2870138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2870149.000000 Penalty: 4939.414062
	Iteration 24Q: 3 clusters Score -2870149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2870161.750000 Penalty: 4939.414062
	Iteration 25Q: 3 clusters Score -2870162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2870162.750000 Penalty: 4939.414062
	Iteration 26Q: 3 clusters Score -2870163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2870162.000000 Penalty: 4939.414062
	Iteration 27Q: 3 clusters Score -2870162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2870167.000000 Penalty: 4939.414062
	Iteration 28Q: 3 clusters Score -2870167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2870169.750000 Penalty: 4939.414062
	Iteration 29Q: 3 clusters Score -2870170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2870172.000000 Penalty: 4939.414062
	Iteration 30Q: 3 clusters Score -2870172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2870171.500000 Penalty: 4939.414062
	Iteration 31Q: 3 clusters Score -2870172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2870175.500000 Penalty: 4939.414062
	Iteration 32Q: 3 clusters Score -2870176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2870174.750000 Penalty: 4939.414062
	Iteration 33Q: 3 clusters Score -2870175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2870175.500000 Penalty: 4939.414062
	Iteration 34Q: 3 clusters Score -2870176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2870175.250000 Penalty: 4939.414062
	Iteration 35Q: 3 clusters Score -2870175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2870176.250000 Penalty: 4939.414062
	Iteration 36Q: 3 clusters Score -2870176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2870177.500000 Penalty: 4939.414062
	Iteration 37Q: 3 clusters Score -2870178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2870177.500000 Penalty: 4939.414062
	Iteration 38Q: 3 clusters Score -2870178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2870181.000000 Penalty: 4939.414062
	Iteration 39Q: 3 clusters Score -2870181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2870181.000000 Penalty: 4939.414062
	Iteration 40F: 3 clusters Score -2870181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -106622.890625 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -106622.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -104846.570312 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -104846.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -105474.898438 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -105474.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -105917.164062 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -105917.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -106330.515625 Penalty: 3399.236328
	Iteration 3F: 3 clusters Score -106330.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -106720.273438 Penalty: 3399.236328
	Iteration 4F: 3 clusters Score -106720.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -106874.109375 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -106874.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -106993.156250 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -106993.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -107144.257812 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -107144.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -107302.890625 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -107302.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -107532.492188 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -107532.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -107686.335938 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -107686.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -107703.687500 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -107703.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -107720.046875 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -107720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -107721.234375 Penalty: 3399.236328
	Iteration 13F: 3 clusters Score -107721.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -107730.265625 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -107730.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -107730.265625 Penalty: 3399.236328
	Iteration 15F: 3 clusters Score -107730.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 2273 members 
Mstep: Class 3 contains 4827 members 
Mstep: Class 4 contains 12380 members 
Mstep: Class 5 contains 1681 members 
Mstep: Class 6 contains 37357 members 
Mstep: Class 7 contains 9848 members 
Mstep: Class 8 contains 1997 members 
Mstep: Class 9 contains 167357 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 21131 members 
Mstep: Class 12 contains 601 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26121 members 
Mstep: Class 15 contains 8570 members 
Mstep: Class 16 contains 19838 members 
Mstep: Class 17 contains 88728 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 49308 members 
Mstep: Class 20 contains 13806 members 
Mstep: Class 21 contains 36828 members 
Mstep: Class 22 contains 160765 members 
Mstep: Class 23 contains 2308 members 
Mstep: Class 24 contains 6392 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 17016 members 
Mstep: Class 27 contains 12053 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 8669 members 
Mstep: Class 31 contains 6587 members 
Mstep: Class 32 contains 13875 members 
Entering Unmasked Estep 
Score: -100908688.000000 Penalty: 107499.523438
Splitting cluster 12 changes total score from -100908928.000000 to -100908688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -79733.726562 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -79733.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -78100.648438 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -78100.65 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78355.281250 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -78355.28 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78464.523438 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -78464.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -78576.640625 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -78576.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78728.109375 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -78728.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78893.789062 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -78893.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -78937.000000 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -78937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -78984.148438 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -78984.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -79019.968750 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -79019.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -79040.914062 Penalty: 3186.735107
	Iteration 9Q: 3 clusters Score -79040.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -79049.281250 Penalty: 3186.735107
	Iteration 10Q: 3 clusters Score -79049.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -79058.539062 Penalty: 3186.735107
	Iteration 11Q: 3 clusters Score -79058.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -79062.156250 Penalty: 3186.735107
	Iteration 12Q: 3 clusters Score -79062.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -79070.515625 Penalty: 3186.735107
	Iteration 13Q: 3 clusters Score -79070.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -79079.945312 Penalty: 3186.735107
	Iteration 14Q: 3 clusters Score -79079.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -79084.718750 Penalty: 3186.735107
	Iteration 15Q: 3 clusters Score -79084.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -79084.718750 Penalty: 3186.735107
	Iteration 16F: 3 clusters Score -79084.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Entering Unmasked Estep 
Score: -3522262.750000 Penalty: 2522.282715
	Iteration 0F: 2 clusters Score -3522263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3504373.500000 Penalty: 5044.565430
	Iteration 0F: 3 clusters Score -3504374 nChanged 11654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3510666.000000 Penalty: 5044.565430
	Iteration 1F: 3 clusters Score -3510666 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3511078.000000 Penalty: 5044.565430
	Iteration 2Q: 3 clusters Score -3511078 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3511457.000000 Penalty: 5044.565430
	Iteration 3Q: 3 clusters Score -3511457 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -3511926.250000 Penalty: 5044.565430
	Iteration 4Q: 3 clusters Score -3511926 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3512546.000000 Penalty: 5044.565430
	Iteration 5Q: 3 clusters Score -3512546 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -3513292.250000 Penalty: 5044.565430
	Iteration 6F: 3 clusters Score -3513292 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -3514135.500000 Penalty: 5044.565430
	Iteration 7F: 3 clusters Score -3514136 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3515021.750000 Penalty: 5044.565430
	Iteration 8F: 3 clusters Score -3515022 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -3515905.250000 Penalty: 5044.565430
	Iteration 9F: 3 clusters Score -3515905 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -3516737.000000 Penalty: 5044.565430
	Iteration 10F: 3 clusters Score -3516737 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -3517388.750000 Penalty: 5044.565430
	Iteration 11Q: 3 clusters Score -3517389 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3517925.500000 Penalty: 5044.565430
	Iteration 12Q: 3 clusters Score -3517926 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -3518425.750000 Penalty: 5044.565430
	Iteration 13Q: 3 clusters Score -3518426 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -3518899.000000 Penalty: 5044.565430
	Iteration 14Q: 3 clusters Score -3518899 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -3519583.500000 Penalty: 5044.565430
	Iteration 15Q: 3 clusters Score -3519584 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -3520267.750000 Penalty: 5044.565430
	Iteration 16Q: 3 clusters Score -3520268 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -3520522.000000 Penalty: 5044.565430
	Iteration 17Q: 3 clusters Score -3520522 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3520621.250000 Penalty: 5044.565430
	Iteration 18Q: 3 clusters Score -3520621 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3520672.750000 Penalty: 5044.565430
	Iteration 19Q: 3 clusters Score -3520673 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3520726.000000 Penalty: 5044.565430
	Iteration 20F: 3 clusters Score -3520726 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3520777.000000 Penalty: 5044.565430
	Iteration 21Q: 3 clusters Score -3520777 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3520823.250000 Penalty: 5044.565430
	Iteration 22Q: 3 clusters Score -3520823 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3520848.500000 Penalty: 5044.565430
	Iteration 23Q: 3 clusters Score -3520848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3520865.250000 Penalty: 5044.565430
	Iteration 24Q: 3 clusters Score -3520865 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3520880.250000 Penalty: 5044.565430
	Iteration 25Q: 3 clusters Score -3520880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3520902.500000 Penalty: 5044.565430
	Iteration 26Q: 3 clusters Score -3520902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3520914.250000 Penalty: 5044.565430
	Iteration 27Q: 3 clusters Score -3520914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3520915.750000 Penalty: 5044.565430
	Iteration 28Q: 3 clusters Score -3520916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3520927.250000 Penalty: 5044.565430
	Iteration 29Q: 3 clusters Score -3520927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3520951.000000 Penalty: 5044.565430
	Iteration 30Q: 3 clusters Score -3520951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3520959.250000 Penalty: 5044.565430
	Iteration 31Q: 3 clusters Score -3520959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3520959.000000 Penalty: 5044.565430
	Iteration 32Q: 3 clusters Score -3520959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3520964.750000 Penalty: 5044.565430
	Iteration 33Q: 3 clusters Score -3520965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3520966.250000 Penalty: 5044.565430
	Iteration 34Q: 3 clusters Score -3520966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3520981.000000 Penalty: 5044.565430
	Iteration 35Q: 3 clusters Score -3520981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3520973.000000 Penalty: 5044.565430
	Iteration 36Q: 3 clusters Score -3520973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3520975.000000 Penalty: 5044.565430
	Iteration 37Q: 3 clusters Score -3520975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3520980.500000 Penalty: 5044.565430
	Iteration 38Q: 3 clusters Score -3520980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3520982.000000 Penalty: 5044.565430
	Iteration 39Q: 3 clusters Score -3520982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3520987.500000 Penalty: 5044.565430
	Iteration 40F: 3 clusters Score -3520988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3520983.500000 Penalty: 5044.565430
	Iteration 41Q: 3 clusters Score -3520984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3520985.500000 Penalty: 5044.565430
	Iteration 42Q: 3 clusters Score -3520986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3520984.500000 Penalty: 5044.565430
	Iteration 43Q: 3 clusters Score -3520984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3520985.750000 Penalty: 5044.565430
	Iteration 44Q: 3 clusters Score -3520986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3520985.750000 Penalty: 5044.565430
	Iteration 45F: 3 clusters Score -3520986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Entering Unmasked Estep 
Score: -1046863.625000 Penalty: 2245.893555
	Iteration 0F: 2 clusters Score -1046864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1040157.750000 Penalty: 4491.787109
	Iteration 0F: 3 clusters Score -1040158 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1042173.375000 Penalty: 4491.787109
	Iteration 1F: 3 clusters Score -1042173 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1042776.125000 Penalty: 4491.787109
	Iteration 2F: 3 clusters Score -1042776 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1043233.125000 Penalty: 4491.787109
	Iteration 3F: 3 clusters Score -1043233 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1043626.125000 Penalty: 4491.787109
	Iteration 4F: 3 clusters Score -1043626 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1043909.562500 Penalty: 4491.787109
	Iteration 5F: 3 clusters Score -1043910 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1044141.875000 Penalty: 4491.787109
	Iteration 6Q: 3 clusters Score -1044142 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1044338.375000 Penalty: 4491.787109
	Iteration 7Q: 3 clusters Score -1044338 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1044540.812500 Penalty: 4491.787109
	Iteration 8Q: 3 clusters Score -1044541 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1044729.000000 Penalty: 4491.787109
	Iteration 9Q: 3 clusters Score -1044729 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1044938.000000 Penalty: 4491.787109
	Iteration 10Q: 3 clusters Score -1044938 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1045152.750000 Penalty: 4491.787109
	Iteration 11Q: 3 clusters Score -1045153 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1045320.250000 Penalty: 4491.787109
	Iteration 12Q: 3 clusters Score -1045320 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1045441.937500 Penalty: 4491.787109
	Iteration 13Q: 3 clusters Score -1045442 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1045513.687500 Penalty: 4491.787109
	Iteration 14Q: 3 clusters Score -1045514 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1045572.437500 Penalty: 4491.787109
	Iteration 15Q: 3 clusters Score -1045572 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1045623.812500 Penalty: 4491.787109
	Iteration 16Q: 3 clusters Score -1045624 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1045659.187500 Penalty: 4491.787109
	Iteration 17Q: 3 clusters Score -1045659 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1045696.812500 Penalty: 4491.787109
	Iteration 18Q: 3 clusters Score -1045697 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1045739.937500 Penalty: 4491.787109
	Iteration 19Q: 3 clusters Score -1045740 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1045787.000000 Penalty: 4491.787109
	Iteration 20F: 3 clusters Score -1045787 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1045841.500000 Penalty: 4491.787109
	Iteration 21Q: 3 clusters Score -1045842 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1045890.125000 Penalty: 4491.787109
	Iteration 22Q: 3 clusters Score -1045890 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1045924.562500 Penalty: 4491.787109
	Iteration 23Q: 3 clusters Score -1045925 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1045966.312500 Penalty: 4491.787109
	Iteration 24Q: 3 clusters Score -1045966 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1046012.250000 Penalty: 4491.787109
	Iteration 25Q: 3 clusters Score -1046012 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1046055.625000 Penalty: 4491.787109
	Iteration 26Q: 3 clusters Score -1046056 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1046099.000000 Penalty: 4491.787109
	Iteration 27Q: 3 clusters Score -1046099 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1046139.687500 Penalty: 4491.787109
	Iteration 28Q: 3 clusters Score -1046140 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1046179.750000 Penalty: 4491.787109
	Iteration 29Q: 3 clusters Score -1046180 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1046205.875000 Penalty: 4491.787109
	Iteration 30Q: 3 clusters Score -1046206 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1046229.000000 Penalty: 4491.787109
	Iteration 31Q: 3 clusters Score -1046229 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1046248.000000 Penalty: 4491.787109
	Iteration 32Q: 3 clusters Score -1046248 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1046259.000000 Penalty: 4491.787109
	Iteration 33Q: 3 clusters Score -1046259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1046265.375000 Penalty: 4491.787109
	Iteration 34Q: 3 clusters Score -1046265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1046269.687500 Penalty: 4491.787109
	Iteration 35Q: 3 clusters Score -1046270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1046272.937500 Penalty: 4491.787109
	Iteration 36Q: 3 clusters Score -1046273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1046274.687500 Penalty: 4491.787109
	Iteration 37Q: 3 clusters Score -1046275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1046279.250000 Penalty: 4491.787109
	Iteration 38Q: 3 clusters Score -1046279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1046283.250000 Penalty: 4491.787109
	Iteration 39Q: 3 clusters Score -1046283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1046288.312500 Penalty: 4491.787109
	Iteration 40F: 3 clusters Score -1046288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1046290.375000 Penalty: 4491.787109
	Iteration 41Q: 3 clusters Score -1046290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1046293.687500 Penalty: 4491.787109
	Iteration 42Q: 3 clusters Score -1046294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1046296.750000 Penalty: 4491.787109
	Iteration 43Q: 3 clusters Score -1046297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1046295.875000 Penalty: 4491.787109
	Iteration 44Q: 3 clusters Score -1046296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1046297.250000 Penalty: 4491.787109
	Iteration 45Q: 3 clusters Score -1046297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1046297.250000 Penalty: 4491.787109
	Iteration 46F: 3 clusters Score -1046297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Entering Unmasked Estep 
Score: -2617162.000000 Penalty: 2454.047852
	Iteration 0F: 2 clusters Score -2617162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2603163.250000 Penalty: 4908.095703
	Iteration 0F: 3 clusters Score -2603163 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2607847.000000 Penalty: 4908.095703
	Iteration 1F: 3 clusters Score -2607847 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2608375.750000 Penalty: 4908.095703
	Iteration 2F: 3 clusters Score -2608376 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2608964.500000 Penalty: 4908.095703
	Iteration 3F: 3 clusters Score -2608964 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2609602.750000 Penalty: 4908.095703
	Iteration 4F: 3 clusters Score -2609603 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2610324.750000 Penalty: 4908.095703
	Iteration 5F: 3 clusters Score -2610325 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2611063.000000 Penalty: 4908.095703
	Iteration 6F: 3 clusters Score -2611063 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2611785.250000 Penalty: 4908.095703
	Iteration 7F: 3 clusters Score -2611785 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2612465.500000 Penalty: 4908.095703
	Iteration 8F: 3 clusters Score -2612466 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2613157.500000 Penalty: 4908.095703
	Iteration 9F: 3 clusters Score -2613158 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2613727.250000 Penalty: 4908.095703
	Iteration 10Q: 3 clusters Score -2613727 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2614200.750000 Penalty: 4908.095703
	Iteration 11Q: 3 clusters Score -2614201 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2614552.750000 Penalty: 4908.095703
	Iteration 12Q: 3 clusters Score -2614553 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2614837.000000 Penalty: 4908.095703
	Iteration 13Q: 3 clusters Score -2614837 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2615052.250000 Penalty: 4908.095703
	Iteration 14Q: 3 clusters Score -2615052 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2615221.750000 Penalty: 4908.095703
	Iteration 15Q: 3 clusters Score -2615222 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2615347.000000 Penalty: 4908.095703
	Iteration 16Q: 3 clusters Score -2615347 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2615433.500000 Penalty: 4908.095703
	Iteration 17Q: 3 clusters Score -2615434 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2615500.000000 Penalty: 4908.095703
	Iteration 18Q: 3 clusters Score -2615500 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2615532.500000 Penalty: 4908.095703
	Iteration 19Q: 3 clusters Score -2615532 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2615571.000000 Penalty: 4908.095703
	Iteration 20F: 3 clusters Score -2615571 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2615595.500000 Penalty: 4908.095703
	Iteration 21Q: 3 clusters Score -2615596 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2615633.500000 Penalty: 4908.095703
	Iteration 22Q: 3 clusters Score -2615634 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2615657.000000 Penalty: 4908.095703
	Iteration 23Q: 3 clusters Score -2615657 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2615674.500000 Penalty: 4908.095703
	Iteration 24Q: 3 clusters Score -2615674 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2615689.000000 Penalty: 4908.095703
	Iteration 25Q: 3 clusters Score -2615689 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2615698.750000 Penalty: 4908.095703
	Iteration 26Q: 3 clusters Score -2615699 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2615713.250000 Penalty: 4908.095703
	Iteration 27Q: 3 clusters Score -2615713 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2615719.500000 Penalty: 4908.095703
	Iteration 28Q: 3 clusters Score -2615720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2615726.250000 Penalty: 4908.095703
	Iteration 29Q: 3 clusters Score -2615726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2615727.000000 Penalty: 4908.095703
	Iteration 30Q: 3 clusters Score -2615727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2615732.250000 Penalty: 4908.095703
	Iteration 31Q: 3 clusters Score -2615732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2615740.000000 Penalty: 4908.095703
	Iteration 32Q: 3 clusters Score -2615740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2615743.250000 Penalty: 4908.095703
	Iteration 33Q: 3 clusters Score -2615743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2615744.750000 Penalty: 4908.095703
	Iteration 34Q: 3 clusters Score -2615745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2615749.000000 Penalty: 4908.095703
	Iteration 35Q: 3 clusters Score -2615749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2615753.250000 Penalty: 4908.095703
	Iteration 36Q: 3 clusters Score -2615753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2615755.250000 Penalty: 4908.095703
	Iteration 37Q: 3 clusters Score -2615755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2615756.250000 Penalty: 4908.095703
	Iteration 38Q: 3 clusters Score -2615756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2615758.500000 Penalty: 4908.095703
	Iteration 39Q: 3 clusters Score -2615758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2615762.250000 Penalty: 4908.095703
	Iteration 40F: 3 clusters Score -2615762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2615764.750000 Penalty: 4908.095703
	Iteration 41Q: 3 clusters Score -2615765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2615768.500000 Penalty: 4908.095703
	Iteration 42Q: 3 clusters Score -2615768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2615770.000000 Penalty: 4908.095703
	Iteration 43Q: 3 clusters Score -2615770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2615772.000000 Penalty: 4908.095703
	Iteration 44Q: 3 clusters Score -2615772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2615769.000000 Penalty: 4908.095703
	Iteration 45Q: 3 clusters Score -2615769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2615772.000000 Penalty: 4908.095703
	Iteration 46Q: 3 clusters Score -2615772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2615776.500000 Penalty: 4908.095703
	Iteration 47Q: 3 clusters Score -2615776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2615776.500000 Penalty: 4908.095703
	Iteration 48F: 3 clusters Score -2615776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88728 members 
Entering Unmasked Estep 
Score: -12083318.000000 Penalty: 2825.545898
	Iteration 0F: 2 clusters Score -1.208332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -12023675.000000 Penalty: 5651.091797
	Iteration 0F: 3 clusters Score -1.202368e+07 nChanged 41884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -12047810.000000 Penalty: 5651.091797
	Iteration 1F: 3 clusters Score -1.204781e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -12048606.000000 Penalty: 5651.091797
	Iteration 2Q: 3 clusters Score -1.204861e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -12049686.000000 Penalty: 5651.091797
	Iteration 3Q: 3 clusters Score -1.204969e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -12051070.000000 Penalty: 5651.091797
	Iteration 4Q: 3 clusters Score -1.205107e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -12053265.000000 Penalty: 5651.091797
	Iteration 5Q: 3 clusters Score -1.205326e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -12056828.000000 Penalty: 5651.091797
	Iteration 6F: 3 clusters Score -1.205683e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67174 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -12062118.000000 Penalty: 5651.091797
	Iteration 7F: 3 clusters Score -1.206212e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74325 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -12068805.000000 Penalty: 5651.091797
	Iteration 8F: 3 clusters Score -1.20688e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80305 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -12074464.000000 Penalty: 5651.091797
	Iteration 9F: 3 clusters Score -1.207446e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -12077676.000000 Penalty: 5651.091797
	Iteration 10Q: 3 clusters Score -1.207768e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85994 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -12079274.000000 Penalty: 5651.091797
	Iteration 11Q: 3 clusters Score -1.207927e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87013 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -12080025.000000 Penalty: 5651.091797
	Iteration 12Q: 3 clusters Score -1.208002e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87538 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -12080369.000000 Penalty: 5651.091797
	Iteration 13Q: 3 clusters Score -1.208037e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87790 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -12080569.000000 Penalty: 5651.091797
	Iteration 14Q: 3 clusters Score -1.208057e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87932 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -12080691.000000 Penalty: 5651.091797
	Iteration 15Q: 3 clusters Score -1.208069e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88030 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -12080747.000000 Penalty: 5651.091797
	Iteration 16Q: 3 clusters Score -1.208075e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88099 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -12080786.000000 Penalty: 5651.091797
	Iteration 17Q: 3 clusters Score -1.208079e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88140 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -12080819.000000 Penalty: 5651.091797
	Iteration 18Q: 3 clusters Score -1.208082e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88169 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -12080864.000000 Penalty: 5651.091797
	Iteration 19Q: 3 clusters Score -1.208086e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88183 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -12080873.000000 Penalty: 5651.091797
	Iteration 20F: 3 clusters Score -1.208087e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88197 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12080903.000000 Penalty: 5651.091797
	Iteration 21Q: 3 clusters Score -1.20809e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88215 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12080906.000000 Penalty: 5651.091797
	Iteration 22Q: 3 clusters Score -1.208091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -12080902.000000 Penalty: 5651.091797
	Iteration 23Q: 3 clusters Score -1.20809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88232 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -12080916.000000 Penalty: 5651.091797
	Iteration 24Q: 3 clusters Score -1.208092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88235 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -12080922.000000 Penalty: 5651.091797
	Iteration 25Q: 3 clusters Score -1.208092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88240 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12080930.000000 Penalty: 5651.091797
	Iteration 26Q: 3 clusters Score -1.208093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88242 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -12080935.000000 Penalty: 5651.091797
	Iteration 27Q: 3 clusters Score -1.208094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88243 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -12080940.000000 Penalty: 5651.091797
	Iteration 28Q: 3 clusters Score -1.208094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88244 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12080947.000000 Penalty: 5651.091797
	Iteration 29Q: 3 clusters Score -1.208095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88248 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -12080936.000000 Penalty: 5651.091797
	Iteration 30Q: 3 clusters Score -1.208094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88251 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -12080935.000000 Penalty: 5651.091797
	Iteration 31Q: 3 clusters Score -1.208094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88254 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -12080940.000000 Penalty: 5651.091797
	Iteration 32Q: 3 clusters Score -1.208094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88254 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -12080932.000000 Penalty: 5651.091797
	Iteration 33Q: 3 clusters Score -1.208093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88256 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -12080928.000000 Penalty: 5651.091797
	Iteration 34Q: 3 clusters Score -1.208093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88262 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -12080944.000000 Penalty: 5651.091797
	Iteration 35Q: 3 clusters Score -1.208094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88264 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -12080940.000000 Penalty: 5651.091797
	Iteration 36Q: 3 clusters Score -1.208094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88264 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -12080940.000000 Penalty: 5651.091797
	Iteration 37F: 3 clusters Score -1.208094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (49308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Entering Unmasked Estep 
Score: -6683094.000000 Penalty: 2679.848633
	Iteration 0F: 2 clusters Score -6683094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -6649886.500000 Penalty: 5359.697266
	Iteration 0F: 3 clusters Score -6649886 nChanged 22774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -6662458.000000 Penalty: 5359.697266
	Iteration 1F: 3 clusters Score -6662458 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -6663181.000000 Penalty: 5359.697266
	Iteration 2Q: 3 clusters Score -6663181 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -6663913.000000 Penalty: 5359.697266
	Iteration 3Q: 3 clusters Score -6663913 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -6664854.500000 Penalty: 5359.697266
	Iteration 4Q: 3 clusters Score -6664854 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -6666052.500000 Penalty: 5359.697266
	Iteration 5F: 3 clusters Score -6666052 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -6667874.500000 Penalty: 5359.697266
	Iteration 6F: 3 clusters Score -6667874 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -6670287.000000 Penalty: 5359.697266
	Iteration 7F: 3 clusters Score -6670287 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -6673235.500000 Penalty: 5359.697266
	Iteration 8F: 3 clusters Score -6673236 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -6676001.500000 Penalty: 5359.697266
	Iteration 9F: 3 clusters Score -6676002 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -6678106.000000 Penalty: 5359.697266
	Iteration 10F: 3 clusters Score -6678106 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -6679402.500000 Penalty: 5359.697266
	Iteration 11Q: 3 clusters Score -6679402 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -6680061.000000 Penalty: 5359.697266
	Iteration 12Q: 3 clusters Score -6680061 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -6680400.000000 Penalty: 5359.697266
	Iteration 13Q: 3 clusters Score -6680400 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -6680563.000000 Penalty: 5359.697266
	Iteration 14Q: 3 clusters Score -6680563 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -6680644.000000 Penalty: 5359.697266
	Iteration 15Q: 3 clusters Score -6680644 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -6680689.000000 Penalty: 5359.697266
	Iteration 16Q: 3 clusters Score -6680689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -6680719.500000 Penalty: 5359.697266
	Iteration 17Q: 3 clusters Score -6680720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -6680755.500000 Penalty: 5359.697266
	Iteration 18Q: 3 clusters Score -6680756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -6680771.500000 Penalty: 5359.697266
	Iteration 19Q: 3 clusters Score -6680772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -6680783.500000 Penalty: 5359.697266
	Iteration 20F: 3 clusters Score -6680784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -6680805.000000 Penalty: 5359.697266
	Iteration 21Q: 3 clusters Score -6680805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -6680809.000000 Penalty: 5359.697266
	Iteration 22Q: 3 clusters Score -6680809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -6680814.000000 Penalty: 5359.697266
	Iteration 23Q: 3 clusters Score -6680814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -6680816.000000 Penalty: 5359.697266
	Iteration 24Q: 3 clusters Score -6680816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -6680808.500000 Penalty: 5359.697266
	Iteration 25Q: 3 clusters Score -6680808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -6680808.500000 Penalty: 5359.697266
	Iteration 26F: 3 clusters Score -6680808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Entering Unmasked Estep 
Score: -1885205.625000 Penalty: 2364.148926
	Iteration 0F: 2 clusters Score -1885206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1875078.875000 Penalty: 4728.297852
	Iteration 0F: 3 clusters Score -1875079 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1878290.125000 Penalty: 4728.297852
	Iteration 1F: 3 clusters Score -1878290 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1878668.000000 Penalty: 4728.297852
	Iteration 2F: 3 clusters Score -1878668 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1878988.875000 Penalty: 4728.297852
	Iteration 3F: 3 clusters Score -1878989 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1879298.625000 Penalty: 4728.297852
	Iteration 4Q: 3 clusters Score -1879299 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1879626.375000 Penalty: 4728.297852
	Iteration 5Q: 3 clusters Score -1879626 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1880014.625000 Penalty: 4728.297852
	Iteration 6Q: 3 clusters Score -1880015 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1880420.125000 Penalty: 4728.297852
	Iteration 7Q: 3 clusters Score -1880420 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1880874.500000 Penalty: 4728.297852
	Iteration 8Q: 3 clusters Score -1880874 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1881346.375000 Penalty: 4728.297852
	Iteration 9Q: 3 clusters Score -1881346 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1881811.125000 Penalty: 4728.297852
	Iteration 10Q: 3 clusters Score -1881811 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1882199.625000 Penalty: 4728.297852
	Iteration 11Q: 3 clusters Score -1882200 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1882501.500000 Penalty: 4728.297852
	Iteration 12Q: 3 clusters Score -1882502 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1882693.750000 Penalty: 4728.297852
	Iteration 13Q: 3 clusters Score -1882694 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1882843.750000 Penalty: 4728.297852
	Iteration 14Q: 3 clusters Score -1882844 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1882941.250000 Penalty: 4728.297852
	Iteration 15Q: 3 clusters Score -1882941 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1883000.750000 Penalty: 4728.297852
	Iteration 16Q: 3 clusters Score -1883001 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1883051.250000 Penalty: 4728.297852
	Iteration 17Q: 3 clusters Score -1883051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1883082.250000 Penalty: 4728.297852
	Iteration 18Q: 3 clusters Score -1883082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1883114.000000 Penalty: 4728.297852
	Iteration 19Q: 3 clusters Score -1883114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1883131.000000 Penalty: 4728.297852
	Iteration 20F: 3 clusters Score -1883131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1883142.500000 Penalty: 4728.297852
	Iteration 21Q: 3 clusters Score -1883142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1883149.500000 Penalty: 4728.297852
	Iteration 22Q: 3 clusters Score -1883150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1883153.375000 Penalty: 4728.297852
	Iteration 23Q: 3 clusters Score -1883153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1883164.250000 Penalty: 4728.297852
	Iteration 24Q: 3 clusters Score -1883164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1883167.000000 Penalty: 4728.297852
	Iteration 25Q: 3 clusters Score -1883167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1883166.875000 Penalty: 4728.297852
	Iteration 26Q: 3 clusters Score -1883167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1883165.875000 Penalty: 4728.297852
	Iteration 27Q: 3 clusters Score -1883166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1883170.750000 Penalty: 4728.297852
	Iteration 28Q: 3 clusters Score -1883171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1883175.750000 Penalty: 4728.297852
	Iteration 29Q: 3 clusters Score -1883176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1883180.000000 Penalty: 4728.297852
	Iteration 30Q: 3 clusters Score -1883180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1883194.750000 Penalty: 4728.297852
	Iteration 31Q: 3 clusters Score -1883195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1883201.375000 Penalty: 4728.297852
	Iteration 32Q: 3 clusters Score -1883201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1883208.500000 Penalty: 4728.297852
	Iteration 33Q: 3 clusters Score -1883208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1883209.250000 Penalty: 4728.297852
	Iteration 34Q: 3 clusters Score -1883209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1883209.250000 Penalty: 4728.297852
	Iteration 35Q: 3 clusters Score -1883209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1883210.250000 Penalty: 4728.297852
	Iteration 36Q: 3 clusters Score -1883210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1883210.250000 Penalty: 4728.297852
	Iteration 37F: 3 clusters Score -1883210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Entering Unmasked Estep 
Score: -4654314.500000 Penalty: 2607.475342
	Iteration 0F: 2 clusters Score -4654314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -4629349.000000 Penalty: 5214.950684
	Iteration 0F: 3 clusters Score -4629349 nChanged 16809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -4638657.000000 Penalty: 5214.950684
	Iteration 1F: 3 clusters Score -4638657 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -4639447.000000 Penalty: 5214.950684
	Iteration 2F: 3 clusters Score -4639447 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -4640333.000000 Penalty: 5214.950684
	Iteration 3F: 3 clusters Score -4640333 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -4641321.000000 Penalty: 5214.950684
	Iteration 4F: 3 clusters Score -4641321 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -4642465.500000 Penalty: 5214.950684
	Iteration 5F: 3 clusters Score -4642466 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -4643632.500000 Penalty: 5214.950684
	Iteration 6F: 3 clusters Score -4643632 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -4644767.500000 Penalty: 5214.950684
	Iteration 7F: 3 clusters Score -4644768 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -4645884.500000 Penalty: 5214.950684
	Iteration 8F: 3 clusters Score -4645884 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -4646968.500000 Penalty: 5214.950684
	Iteration 9Q: 3 clusters Score -4646968 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -4648022.000000 Penalty: 5214.950684
	Iteration 10Q: 3 clusters Score -4648022 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -4649011.000000 Penalty: 5214.950684
	Iteration 11Q: 3 clusters Score -4649011 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -4649925.000000 Penalty: 5214.950684
	Iteration 12Q: 3 clusters Score -4649925 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -4650658.000000 Penalty: 5214.950684
	Iteration 13Q: 3 clusters Score -4650658 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -4651222.500000 Penalty: 5214.950684
	Iteration 14Q: 3 clusters Score -4651222 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -4651633.500000 Penalty: 5214.950684
	Iteration 15Q: 3 clusters Score -4651634 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -4651938.000000 Penalty: 5214.950684
	Iteration 16Q: 3 clusters Score -4651938 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -4652119.000000 Penalty: 5214.950684
	Iteration 17Q: 3 clusters Score -4652119 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -4652280.000000 Penalty: 5214.950684
	Iteration 18Q: 3 clusters Score -4652280 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -4652395.000000 Penalty: 5214.950684
	Iteration 19Q: 3 clusters Score -4652395 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -4652506.000000 Penalty: 5214.950684
	Iteration 20F: 3 clusters Score -4652506 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -4652570.000000 Penalty: 5214.950684
	Iteration 21Q: 3 clusters Score -4652570 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -4652637.000000 Penalty: 5214.950684
	Iteration 22Q: 3 clusters Score -4652637 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -4652670.500000 Penalty: 5214.950684
	Iteration 23Q: 3 clusters Score -4652670 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -4652720.000000 Penalty: 5214.950684
	Iteration 24Q: 3 clusters Score -4652720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -4652759.000000 Penalty: 5214.950684
	Iteration 25Q: 3 clusters Score -4652759 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -4652804.500000 Penalty: 5214.950684
	Iteration 26Q: 3 clusters Score -4652804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -4652847.000000 Penalty: 5214.950684
	Iteration 27Q: 3 clusters Score -4652847 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -4652886.500000 Penalty: 5214.950684
	Iteration 28Q: 3 clusters Score -4652886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -4652913.500000 Penalty: 5214.950684
	Iteration 29Q: 3 clusters Score -4652914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -4652926.000000 Penalty: 5214.950684
	Iteration 30Q: 3 clusters Score -4652926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -4652933.500000 Penalty: 5214.950684
	Iteration 31Q: 3 clusters Score -4652934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -4652947.000000 Penalty: 5214.950684
	Iteration 32Q: 3 clusters Score -4652947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -4652957.000000 Penalty: 5214.950684
	Iteration 33Q: 3 clusters Score -4652957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -4652962.500000 Penalty: 5214.950684
	Iteration 34Q: 3 clusters Score -4652962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -4652977.000000 Penalty: 5214.950684
	Iteration 35Q: 3 clusters Score -4652977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -4652984.000000 Penalty: 5214.950684
	Iteration 36Q: 3 clusters Score -4652984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -4652988.000000 Penalty: 5214.950684
	Iteration 37Q: 3 clusters Score -4652988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4652993.500000 Penalty: 5214.950684
	Iteration 38Q: 3 clusters Score -4652994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -4652991.000000 Penalty: 5214.950684
	Iteration 39Q: 3 clusters Score -4652991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -4653002.000000 Penalty: 5214.950684
	Iteration 40F: 3 clusters Score -4653002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -4653008.500000 Penalty: 5214.950684
	Iteration 41Q: 3 clusters Score -4653008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -4653020.500000 Penalty: 5214.950684
	Iteration 42Q: 3 clusters Score -4653020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -4653025.500000 Penalty: 5214.950684
	Iteration 43Q: 3 clusters Score -4653026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -4653031.500000 Penalty: 5214.950684
	Iteration 44Q: 3 clusters Score -4653032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -4653040.000000 Penalty: 5214.950684
	Iteration 45Q: 3 clusters Score -4653040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -4653052.500000 Penalty: 5214.950684
	Iteration 46Q: 3 clusters Score -4653052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -4653058.500000 Penalty: 5214.950684
	Iteration 47Q: 3 clusters Score -4653058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -4653061.500000 Penalty: 5214.950684
	Iteration 48Q: 3 clusters Score -4653062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4653066.000000 Penalty: 5214.950684
	Iteration 49Q: 3 clusters Score -4653066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4653064.000000 Penalty: 5214.950684
	Iteration 50Q: 3 clusters Score -4653064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -4653067.000000 Penalty: 5214.950684
	Iteration 51Q: 3 clusters Score -4653067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4653061.500000 Penalty: 5214.950684
	Iteration 52Q: 3 clusters Score -4653062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4653061.500000 Penalty: 5214.950684
	Iteration 53F: 3 clusters Score -4653062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (160765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160765 members 
Entering Unmasked Estep 
Score: -21988094.000000 Penalty: 2972.949219
	Iteration 0F: 2 clusters Score -2.198809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80208 members 
Mstep: Class 2 contains 80557 members 
Entering Unmasked Estep 
Score: -21884178.000000 Penalty: 5945.898438
	Iteration 0F: 3 clusters Score -2.188418e+07 nChanged 77074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77748 members 
Mstep: Class 2 contains 83017 members 
Entering Unmasked Estep 
Score: -21929208.000000 Penalty: 5945.898438
	Iteration 1F: 3 clusters Score -2.192921e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 84745 members 
Entering Unmasked Estep 
Score: -21930032.000000 Penalty: 5945.898438
	Iteration 2Q: 3 clusters Score -2.193003e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 87302 members 
Entering Unmasked Estep 
Score: -21931106.000000 Penalty: 5945.898438
	Iteration 3Q: 3 clusters Score -2.193111e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69481 members 
Mstep: Class 2 contains 91284 members 
Entering Unmasked Estep 
Score: -21933018.000000 Penalty: 5945.898438
	Iteration 4Q: 3 clusters Score -2.193302e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 97255 members 
Entering Unmasked Estep 
Score: -21935954.000000 Penalty: 5945.898438
	Iteration 5Q: 3 clusters Score -2.193595e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 105981 members 
Entering Unmasked Estep 
Score: -21941128.000000 Penalty: 5945.898438
	Iteration 6F: 3 clusters Score -2.194113e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 117753 members 
Entering Unmasked Estep 
Score: -21949628.000000 Penalty: 5945.898438
	Iteration 7F: 3 clusters Score -2.194963e+07 nChanged 13875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 131456 members 
Entering Unmasked Estep 
Score: -21961278.000000 Penalty: 5945.898438
	Iteration 8F: 3 clusters Score -2.196128e+07 nChanged 13081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 144469 members 
Entering Unmasked Estep 
Score: -21972838.000000 Penalty: 5945.898438
	Iteration 9F: 3 clusters Score -2.197284e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 153269 members 
Entering Unmasked Estep 
Score: -21980296.000000 Penalty: 5945.898438
	Iteration 10F: 3 clusters Score -2.19803e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 157595 members 
Entering Unmasked Estep 
Score: -21983564.000000 Penalty: 5945.898438
	Iteration 11Q: 3 clusters Score -2.198356e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 159398 members 
Entering Unmasked Estep 
Score: -21984766.000000 Penalty: 5945.898438
	Iteration 12Q: 3 clusters Score -2.198477e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 160035 members 
Entering Unmasked Estep 
Score: -21985220.000000 Penalty: 5945.898438
	Iteration 13Q: 3 clusters Score -2.198522e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 160245 members 
Entering Unmasked Estep 
Score: -21985370.000000 Penalty: 5945.898438
	Iteration 14Q: 3 clusters Score -2.198537e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 160322 members 
Entering Unmasked Estep 
Score: -21985408.000000 Penalty: 5945.898438
	Iteration 15Q: 3 clusters Score -2.198541e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 160368 members 
Entering Unmasked Estep 
Score: -21985480.000000 Penalty: 5945.898438
	Iteration 16Q: 3 clusters Score -2.198548e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 160391 members 
Entering Unmasked Estep 
Score: -21985504.000000 Penalty: 5945.898438
	Iteration 17Q: 3 clusters Score -2.19855e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 160397 members 
Entering Unmasked Estep 
Score: -21985516.000000 Penalty: 5945.898438
	Iteration 18Q: 3 clusters Score -2.198552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 160401 members 
Entering Unmasked Estep 
Score: -21985526.000000 Penalty: 5945.898438
	Iteration 19Q: 3 clusters Score -2.198553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 160403 members 
Entering Unmasked Estep 
Score: -21985530.000000 Penalty: 5945.898438
	Iteration 20F: 3 clusters Score -2.198553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 160400 members 
Entering Unmasked Estep 
Score: -21985548.000000 Penalty: 5945.898438
	Iteration 21Q: 3 clusters Score -2.198555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 160401 members 
Entering Unmasked Estep 
Score: -21985546.000000 Penalty: 5945.898438
	Iteration 22Q: 3 clusters Score -2.198555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 160402 members 
Entering Unmasked Estep 
Score: -21985564.000000 Penalty: 5945.898438
	Iteration 23Q: 3 clusters Score -2.198556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 160404 members 
Entering Unmasked Estep 
Score: -21985562.000000 Penalty: 5945.898438
	Iteration 24Q: 3 clusters Score -2.198556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 160406 members 
Entering Unmasked Estep 
Score: -21985566.000000 Penalty: 5945.898438
	Iteration 25Q: 3 clusters Score -2.198557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 160404 members 
Entering Unmasked Estep 
Score: -21985554.000000 Penalty: 5945.898438
	Iteration 26Q: 3 clusters Score -2.198555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 160405 members 
Entering Unmasked Estep 
Score: -21985570.000000 Penalty: 5945.898438
	Iteration 27Q: 3 clusters Score -2.198557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 160406 members 
Entering Unmasked Estep 
Score: -21985576.000000 Penalty: 5945.898438
	Iteration 28Q: 3 clusters Score -2.198558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 160406 members 
Entering Unmasked Estep 
Score: -21985576.000000 Penalty: 5945.898438
	Iteration 29F: 3 clusters Score -2.198558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Entering Unmasked Estep 
Score: -295113.718750 Penalty: 1920.545898
	Iteration 0F: 2 clusters Score -295113.7 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 1230 members 
Entering Unmasked Estep 
Score: -292349.781250 Penalty: 3841.091797
	Iteration 0F: 3 clusters Score -292349.8 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -292949.937500 Penalty: 3841.091797
	Iteration 1F: 3 clusters Score -292949.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -293097.500000 Penalty: 3841.091797
	Iteration 2F: 3 clusters Score -293097.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -293175.687500 Penalty: 3841.091797
	Iteration 3Q: 3 clusters Score -293175.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -293222.843750 Penalty: 3841.091797
	Iteration 4Q: 3 clusters Score -293222.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -293265.468750 Penalty: 3841.091797
	Iteration 5Q: 3 clusters Score -293265.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -293308.968750 Penalty: 3841.091797
	Iteration 6Q: 3 clusters Score -293309 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -293360.906250 Penalty: 3841.091797
	Iteration 7Q: 3 clusters Score -293360.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -293420.781250 Penalty: 3841.091797
	Iteration 8Q: 3 clusters Score -293420.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -293469.906250 Penalty: 3841.091797
	Iteration 9Q: 3 clusters Score -293469.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -293553.906250 Penalty: 3841.091797
	Iteration 10Q: 3 clusters Score -293553.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -293680.531250 Penalty: 3841.091797
	Iteration 11Q: 3 clusters Score -293680.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -293913.843750 Penalty: 3841.091797
	Iteration 12F: 3 clusters Score -293913.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -294181.781250 Penalty: 3841.091797
	Iteration 13F: 3 clusters Score -294181.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -294461.593750 Penalty: 3841.091797
	Iteration 14F: 3 clusters Score -294461.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -294634.468750 Penalty: 3841.091797
	Iteration 15Q: 3 clusters Score -294634.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -294707.843750 Penalty: 3841.091797
	Iteration 16Q: 3 clusters Score -294707.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -294730.687500 Penalty: 3841.091797
	Iteration 17Q: 3 clusters Score -294730.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -294744.281250 Penalty: 3841.091797
	Iteration 18Q: 3 clusters Score -294744.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -294748.906250 Penalty: 3841.091797
	Iteration 19Q: 3 clusters Score -294748.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -294752.375000 Penalty: 3841.091797
	Iteration 20F: 3 clusters Score -294752.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -294756.531250 Penalty: 3841.091797
	Iteration 21Q: 3 clusters Score -294756.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -294757.500000 Penalty: 3841.091797
	Iteration 22Q: 3 clusters Score -294757.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -294757.500000 Penalty: 3841.091797
	Iteration 23F: 3 clusters Score -294757.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Entering Unmasked Estep 
Score: -822678.625000 Penalty: 2173.174805
	Iteration 0F: 2 clusters Score -822678.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -817279.687500 Penalty: 4346.349609
	Iteration 0F: 3 clusters Score -817279.7 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -818734.375000 Penalty: 4346.349609
	Iteration 1F: 3 clusters Score -818734.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -819055.750000 Penalty: 4346.349609
	Iteration 2F: 3 clusters Score -819055.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -819259.750000 Penalty: 4346.349609
	Iteration 3F: 3 clusters Score -819259.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -819405.875000 Penalty: 4346.349609
	Iteration 4Q: 3 clusters Score -819405.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -819573.250000 Penalty: 4346.349609
	Iteration 5Q: 3 clusters Score -819573.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -819779.500000 Penalty: 4346.349609
	Iteration 6Q: 3 clusters Score -819779.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -820021.000000 Penalty: 4346.349609
	Iteration 7Q: 3 clusters Score -820021 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -820314.875000 Penalty: 4346.349609
	Iteration 8Q: 3 clusters Score -820314.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -820670.312500 Penalty: 4346.349609
	Iteration 9F: 3 clusters Score -820670.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -821088.062500 Penalty: 4346.349609
	Iteration 10Q: 3 clusters Score -821088.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -821465.375000 Penalty: 4346.349609
	Iteration 11Q: 3 clusters Score -821465.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -821680.437500 Penalty: 4346.349609
	Iteration 12Q: 3 clusters Score -821680.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -821797.312500 Penalty: 4346.349609
	Iteration 13Q: 3 clusters Score -821797.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -821885.500000 Penalty: 4346.349609
	Iteration 14Q: 3 clusters Score -821885.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -821945.500000 Penalty: 4346.349609
	Iteration 15Q: 3 clusters Score -821945.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -821986.312500 Penalty: 4346.349609
	Iteration 16Q: 3 clusters Score -821986.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -822014.937500 Penalty: 4346.349609
	Iteration 17Q: 3 clusters Score -822014.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -822042.312500 Penalty: 4346.349609
	Iteration 18Q: 3 clusters Score -822042.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -822071.437500 Penalty: 4346.349609
	Iteration 19Q: 3 clusters Score -822071.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -822095.562500 Penalty: 4346.349609
	Iteration 20F: 3 clusters Score -822095.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -822118.250000 Penalty: 4346.349609
	Iteration 21Q: 3 clusters Score -822118.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -822143.125000 Penalty: 4346.349609
	Iteration 22Q: 3 clusters Score -822143.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -822167.125000 Penalty: 4346.349609
	Iteration 23Q: 3 clusters Score -822167.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -822195.437500 Penalty: 4346.349609
	Iteration 24Q: 3 clusters Score -822195.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -822230.500000 Penalty: 4346.349609
	Iteration 25Q: 3 clusters Score -822230.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -822263.625000 Penalty: 4346.349609
	Iteration 26Q: 3 clusters Score -822263.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -822280.375000 Penalty: 4346.349609
	Iteration 27Q: 3 clusters Score -822280.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -822297.312500 Penalty: 4346.349609
	Iteration 28Q: 3 clusters Score -822297.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -822307.000000 Penalty: 4346.349609
	Iteration 29Q: 3 clusters Score -822307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -822321.250000 Penalty: 4346.349609
	Iteration 30Q: 3 clusters Score -822321.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -822327.937500 Penalty: 4346.349609
	Iteration 31Q: 3 clusters Score -822327.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -822337.812500 Penalty: 4346.349609
	Iteration 32Q: 3 clusters Score -822337.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -822342.875000 Penalty: 4346.349609
	Iteration 33Q: 3 clusters Score -822342.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -822348.375000 Penalty: 4346.349609
	Iteration 34Q: 3 clusters Score -822348.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -822352.250000 Penalty: 4346.349609
	Iteration 35Q: 3 clusters Score -822352.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -822356.125000 Penalty: 4346.349609
	Iteration 36Q: 3 clusters Score -822356.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -822358.000000 Penalty: 4346.349609
	Iteration 37Q: 3 clusters Score -822358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -822364.125000 Penalty: 4346.349609
	Iteration 38Q: 3 clusters Score -822364.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -822367.625000 Penalty: 4346.349609
	Iteration 39Q: 3 clusters Score -822367.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -822369.875000 Penalty: 4346.349609
	Iteration 40F: 3 clusters Score -822369.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -822370.812500 Penalty: 4346.349609
	Iteration 41Q: 3 clusters Score -822370.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -822371.375000 Penalty: 4346.349609
	Iteration 42Q: 3 clusters Score -822371.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -822371.875000 Penalty: 4346.349609
	Iteration 43Q: 3 clusters Score -822371.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -822372.437500 Penalty: 4346.349609
	Iteration 44Q: 3 clusters Score -822372.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -822371.625000 Penalty: 4346.349609
	Iteration 45Q: 3 clusters Score -822371.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -822373.125000 Penalty: 4346.349609
	Iteration 46Q: 3 clusters Score -822373.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -822374.437500 Penalty: 4346.349609
	Iteration 47Q: 3 clusters Score -822374.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -822375.187500 Penalty: 4346.349609
	Iteration 48Q: 3 clusters Score -822375.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -822374.875000 Penalty: 4346.349609
	Iteration 49Q: 3 clusters Score -822374.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -822376.312500 Penalty: 4346.349609
	Iteration 50Q: 3 clusters Score -822376.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -822376.312500 Penalty: 4346.349609
	Iteration 51F: 3 clusters Score -822376.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Entering Unmasked Estep 
Score: -552345.000000 Penalty: 2080.730225
	Iteration 0F: 2 clusters Score -552345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -548271.000000 Penalty: 4161.460449
	Iteration 0F: 3 clusters Score -548271 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -549319.875000 Penalty: 4161.460449
	Iteration 1F: 3 clusters Score -549319.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -549618.062500 Penalty: 4161.460449
	Iteration 2F: 3 clusters Score -549618.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -549838.937500 Penalty: 4161.460449
	Iteration 3F: 3 clusters Score -549838.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -550020.312500 Penalty: 4161.460449
	Iteration 4Q: 3 clusters Score -550020.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -550191.687500 Penalty: 4161.460449
	Iteration 5Q: 3 clusters Score -550191.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -550338.812500 Penalty: 4161.460449
	Iteration 6Q: 3 clusters Score -550338.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -550454.750000 Penalty: 4161.460449
	Iteration 7Q: 3 clusters Score -550454.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -550566.937500 Penalty: 4161.460449
	Iteration 8Q: 3 clusters Score -550566.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -550670.375000 Penalty: 4161.460449
	Iteration 9Q: 3 clusters Score -550670.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -550763.312500 Penalty: 4161.460449
	Iteration 10Q: 3 clusters Score -550763.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -550877.500000 Penalty: 4161.460449
	Iteration 11Q: 3 clusters Score -550877.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -550991.625000 Penalty: 4161.460449
	Iteration 12Q: 3 clusters Score -550991.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -551091.187500 Penalty: 4161.460449
	Iteration 13Q: 3 clusters Score -551091.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -551186.250000 Penalty: 4161.460449
	Iteration 14Q: 3 clusters Score -551186.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -551249.937500 Penalty: 4161.460449
	Iteration 15Q: 3 clusters Score -551249.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -551300.250000 Penalty: 4161.460449
	Iteration 16Q: 3 clusters Score -551300.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -551336.875000 Penalty: 4161.460449
	Iteration 17Q: 3 clusters Score -551336.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -551365.687500 Penalty: 4161.460449
	Iteration 18Q: 3 clusters Score -551365.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -551383.875000 Penalty: 4161.460449
	Iteration 19Q: 3 clusters Score -551383.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -551401.375000 Penalty: 4161.460449
	Iteration 20F: 3 clusters Score -551401.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -551418.750000 Penalty: 4161.460449
	Iteration 21Q: 3 clusters Score -551418.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -551433.437500 Penalty: 4161.460449
	Iteration 22Q: 3 clusters Score -551433.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -551442.312500 Penalty: 4161.460449
	Iteration 23Q: 3 clusters Score -551442.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -551450.125000 Penalty: 4161.460449
	Iteration 24Q: 3 clusters Score -551450.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -551456.312500 Penalty: 4161.460449
	Iteration 25Q: 3 clusters Score -551456.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -551463.375000 Penalty: 4161.460449
	Iteration 26Q: 3 clusters Score -551463.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -551471.812500 Penalty: 4161.460449
	Iteration 27Q: 3 clusters Score -551471.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -551474.812500 Penalty: 4161.460449
	Iteration 28Q: 3 clusters Score -551474.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -551476.687500 Penalty: 4161.460449
	Iteration 29Q: 3 clusters Score -551476.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -551476.937500 Penalty: 4161.460449
	Iteration 30Q: 3 clusters Score -551476.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -551477.687500 Penalty: 4161.460449
	Iteration 31Q: 3 clusters Score -551477.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -551477.687500 Penalty: 4161.460449
	Iteration 32F: 3 clusters Score -551477.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Entering Unmasked Estep 
Score: -2310440.750000 Penalty: 2415.993408
	Iteration 0F: 2 clusters Score -2310441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2298273.500000 Penalty: 4831.986816
	Iteration 0F: 3 clusters Score -2298274 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2302406.750000 Penalty: 4831.986816
	Iteration 1F: 3 clusters Score -2302407 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2302920.500000 Penalty: 4831.986816
	Iteration 2F: 3 clusters Score -2302920 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2303424.750000 Penalty: 4831.986816
	Iteration 3F: 3 clusters Score -2303425 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2303950.750000 Penalty: 4831.986816
	Iteration 4F: 3 clusters Score -2303951 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2304568.750000 Penalty: 4831.986816
	Iteration 5F: 3 clusters Score -2304569 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2305160.250000 Penalty: 4831.986816
	Iteration 6F: 3 clusters Score -2305160 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2305659.750000 Penalty: 4831.986816
	Iteration 7Q: 3 clusters Score -2305660 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2306031.250000 Penalty: 4831.986816
	Iteration 8Q: 3 clusters Score -2306031 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2306282.750000 Penalty: 4831.986816
	Iteration 9Q: 3 clusters Score -2306283 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2306471.500000 Penalty: 4831.986816
	Iteration 10Q: 3 clusters Score -2306472 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2306622.500000 Penalty: 4831.986816
	Iteration 11Q: 3 clusters Score -2306622 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2306714.500000 Penalty: 4831.986816
	Iteration 12Q: 3 clusters Score -2306714 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2306791.750000 Penalty: 4831.986816
	Iteration 13Q: 3 clusters Score -2306792 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2306831.250000 Penalty: 4831.986816
	Iteration 14Q: 3 clusters Score -2306831 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2306877.500000 Penalty: 4831.986816
	Iteration 15Q: 3 clusters Score -2306878 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2306906.250000 Penalty: 4831.986816
	Iteration 16Q: 3 clusters Score -2306906 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2306939.000000 Penalty: 4831.986816
	Iteration 17Q: 3 clusters Score -2306939 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2306947.750000 Penalty: 4831.986816
	Iteration 18Q: 3 clusters Score -2306948 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2306971.000000 Penalty: 4831.986816
	Iteration 19Q: 3 clusters Score -2306971 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2306988.250000 Penalty: 4831.986816
	Iteration 20F: 3 clusters Score -2306988 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2306996.250000 Penalty: 4831.986816
	Iteration 21Q: 3 clusters Score -2306996 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2307002.750000 Penalty: 4831.986816
	Iteration 22Q: 3 clusters Score -2307003 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2307030.000000 Penalty: 4831.986816
	Iteration 23Q: 3 clusters Score -2307030 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2307047.000000 Penalty: 4831.986816
	Iteration 24Q: 3 clusters Score -2307047 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2307058.250000 Penalty: 4831.986816
	Iteration 25Q: 3 clusters Score -2307058 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2307073.750000 Penalty: 4831.986816
	Iteration 26Q: 3 clusters Score -2307074 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2307094.750000 Penalty: 4831.986816
	Iteration 27Q: 3 clusters Score -2307095 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2307121.000000 Penalty: 4831.986816
	Iteration 28Q: 3 clusters Score -2307121 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2307139.500000 Penalty: 4831.986816
	Iteration 29Q: 3 clusters Score -2307140 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2307176.250000 Penalty: 4831.986816
	Iteration 30Q: 3 clusters Score -2307176 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2307218.500000 Penalty: 4831.986816
	Iteration 31Q: 3 clusters Score -2307218 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2307276.750000 Penalty: 4831.986816
	Iteration 32Q: 3 clusters Score -2307277 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2307360.500000 Penalty: 4831.986816
	Iteration 33Q: 3 clusters Score -2307360 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2307479.250000 Penalty: 4831.986816
	Iteration 34Q: 3 clusters Score -2307479 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2307620.500000 Penalty: 4831.986816
	Iteration 35Q: 3 clusters Score -2307620 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2307752.250000 Penalty: 4831.986816
	Iteration 36Q: 3 clusters Score -2307752 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2307897.250000 Penalty: 4831.986816
	Iteration 37Q: 3 clusters Score -2307897 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2308097.500000 Penalty: 4831.986816
	Iteration 38Q: 3 clusters Score -2308098 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2308318.250000 Penalty: 4831.986816
	Iteration 39Q: 3 clusters Score -2308318 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2308559.750000 Penalty: 4831.986816
	Iteration 40F: 3 clusters Score -2308560 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2308786.500000 Penalty: 4831.986816
	Iteration 41Q: 3 clusters Score -2308786 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2308999.250000 Penalty: 4831.986816
	Iteration 42Q: 3 clusters Score -2308999 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2309127.000000 Penalty: 4831.986816
	Iteration 43Q: 3 clusters Score -2309127 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2309210.000000 Penalty: 4831.986816
	Iteration 44Q: 3 clusters Score -2309210 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2309272.500000 Penalty: 4831.986816
	Iteration 45Q: 3 clusters Score -2309272 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2309310.750000 Penalty: 4831.986816
	Iteration 46Q: 3 clusters Score -2309311 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2309333.250000 Penalty: 4831.986816
	Iteration 47Q: 3 clusters Score -2309333 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2309345.500000 Penalty: 4831.986816
	Iteration 48Q: 3 clusters Score -2309346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2309356.500000 Penalty: 4831.986816
	Iteration 49Q: 3 clusters Score -2309356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2309372.000000 Penalty: 4831.986816
	Iteration 50Q: 3 clusters Score -2309372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2309379.750000 Penalty: 4831.986816
	Iteration 51Q: 3 clusters Score -2309380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2309382.500000 Penalty: 4831.986816
	Iteration 52Q: 3 clusters Score -2309382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2309387.500000 Penalty: 4831.986816
	Iteration 53Q: 3 clusters Score -2309388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2309388.750000 Penalty: 4831.986816
	Iteration 54Q: 3 clusters Score -2309389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2309395.000000 Penalty: 4831.986816
	Iteration 55Q: 3 clusters Score -2309395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2309394.750000 Penalty: 4831.986816
	Iteration 56Q: 3 clusters Score -2309395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2309391.000000 Penalty: 4831.986816
	Iteration 57Q: 3 clusters Score -2309391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2309394.000000 Penalty: 4831.986816
	Iteration 58Q: 3 clusters Score -2309394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2309394.000000 Penalty: 4831.986816
	Iteration 59F: 3 clusters Score -2309394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Entering Unmasked Estep 
Score: -1634597.625000 Penalty: 2330.473145
	Iteration 0F: 2 clusters Score -1634598 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 6048 members 
Entering Unmasked Estep 
Score: -1625649.250000 Penalty: 4660.946289
	Iteration 0F: 3 clusters Score -1625649 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1628352.875000 Penalty: 4660.946289
	Iteration 1F: 3 clusters Score -1628353 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1628850.375000 Penalty: 4660.946289
	Iteration 2F: 3 clusters Score -1628850 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1629258.250000 Penalty: 4660.946289
	Iteration 3F: 3 clusters Score -1629258 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1629644.625000 Penalty: 4660.946289
	Iteration 4F: 3 clusters Score -1629645 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1630058.875000 Penalty: 4660.946289
	Iteration 5F: 3 clusters Score -1630059 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1630536.125000 Penalty: 4660.946289
	Iteration 6F: 3 clusters Score -1630536 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1631118.375000 Penalty: 4660.946289
	Iteration 7F: 3 clusters Score -1631118 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1631694.750000 Penalty: 4660.946289
	Iteration 8F: 3 clusters Score -1631695 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1632169.375000 Penalty: 4660.946289
	Iteration 9F: 3 clusters Score -1632169 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1632471.625000 Penalty: 4660.946289
	Iteration 10Q: 3 clusters Score -1632472 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1632614.875000 Penalty: 4660.946289
	Iteration 11Q: 3 clusters Score -1632615 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1632685.000000 Penalty: 4660.946289
	Iteration 12Q: 3 clusters Score -1632685 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1632724.875000 Penalty: 4660.946289
	Iteration 13Q: 3 clusters Score -1632725 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1632751.500000 Penalty: 4660.946289
	Iteration 14Q: 3 clusters Score -1632752 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1632765.375000 Penalty: 4660.946289
	Iteration 15Q: 3 clusters Score -1632765 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1632781.125000 Penalty: 4660.946289
	Iteration 16Q: 3 clusters Score -1632781 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1632790.500000 Penalty: 4660.946289
	Iteration 17Q: 3 clusters Score -1632790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1632797.500000 Penalty: 4660.946289
	Iteration 18Q: 3 clusters Score -1632798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1632802.000000 Penalty: 4660.946289
	Iteration 19Q: 3 clusters Score -1632802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1632807.375000 Penalty: 4660.946289
	Iteration 20F: 3 clusters Score -1632807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1632804.625000 Penalty: 4660.946289
	Iteration 21Q: 3 clusters Score -1632805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1632812.250000 Penalty: 4660.946289
	Iteration 22Q: 3 clusters Score -1632812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1632812.375000 Penalty: 4660.946289
	Iteration 23Q: 3 clusters Score -1632812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1632812.750000 Penalty: 4660.946289
	Iteration 24Q: 3 clusters Score -1632813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1632811.875000 Penalty: 4660.946289
	Iteration 25Q: 3 clusters Score -1632812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1632819.250000 Penalty: 4660.946289
	Iteration 26Q: 3 clusters Score -1632819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1632818.625000 Penalty: 4660.946289
	Iteration 27Q: 3 clusters Score -1632819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1632824.250000 Penalty: 4660.946289
	Iteration 28Q: 3 clusters Score -1632824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1632830.250000 Penalty: 4660.946289
	Iteration 29Q: 3 clusters Score -1632830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1632837.250000 Penalty: 4660.946289
	Iteration 30Q: 3 clusters Score -1632837 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1632839.125000 Penalty: 4660.946289
	Iteration 31Q: 3 clusters Score -1632839 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1632855.375000 Penalty: 4660.946289
	Iteration 32Q: 3 clusters Score -1632855 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1632867.750000 Penalty: 4660.946289
	Iteration 33Q: 3 clusters Score -1632868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1632871.500000 Penalty: 4660.946289
	Iteration 34Q: 3 clusters Score -1632872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1632875.750000 Penalty: 4660.946289
	Iteration 35Q: 3 clusters Score -1632876 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1632884.250000 Penalty: 4660.946289
	Iteration 36Q: 3 clusters Score -1632884 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1632890.000000 Penalty: 4660.946289
	Iteration 37Q: 3 clusters Score -1632890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1632901.750000 Penalty: 4660.946289
	Iteration 38Q: 3 clusters Score -1632902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1632920.000000 Penalty: 4660.946289
	Iteration 39Q: 3 clusters Score -1632920 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1632930.500000 Penalty: 4660.946289
	Iteration 40F: 3 clusters Score -1632930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1632932.500000 Penalty: 4660.946289
	Iteration 41Q: 3 clusters Score -1632932 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1632938.875000 Penalty: 4660.946289
	Iteration 42Q: 3 clusters Score -1632939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1632950.500000 Penalty: 4660.946289
	Iteration 43Q: 3 clusters Score -1632950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1632960.000000 Penalty: 4660.946289
	Iteration 44Q: 3 clusters Score -1632960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1632958.375000 Penalty: 4660.946289
	Iteration 45Q: 3 clusters Score -1632958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1632967.750000 Penalty: 4660.946289
	Iteration 46Q: 3 clusters Score -1632968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1632973.875000 Penalty: 4660.946289
	Iteration 47Q: 3 clusters Score -1632974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1632982.875000 Penalty: 4660.946289
	Iteration 48Q: 3 clusters Score -1632983 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1632989.625000 Penalty: 4660.946289
	Iteration 49Q: 3 clusters Score -1632990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1632994.125000 Penalty: 4660.946289
	Iteration 50Q: 3 clusters Score -1632994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1633003.875000 Penalty: 4660.946289
	Iteration 51Q: 3 clusters Score -1633004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1632999.375000 Penalty: 4660.946289
	Iteration 52Q: 3 clusters Score -1632999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1633002.125000 Penalty: 4660.946289
	Iteration 53Q: 3 clusters Score -1633002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1633009.875000 Penalty: 4660.946289
	Iteration 54Q: 3 clusters Score -1633010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1633014.000000 Penalty: 4660.946289
	Iteration 55Q: 3 clusters Score -1633014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1633016.375000 Penalty: 4660.946289
	Iteration 56Q: 3 clusters Score -1633016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1633018.125000 Penalty: 4660.946289
	Iteration 57Q: 3 clusters Score -1633018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1633023.000000 Penalty: 4660.946289
	Iteration 58Q: 3 clusters Score -1633023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1633028.625000 Penalty: 4660.946289
	Iteration 59Q: 3 clusters Score -1633029 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1633037.125000 Penalty: 4660.946289
	Iteration 60F: 3 clusters Score -1633037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1633043.750000 Penalty: 4660.946289
	Iteration 61Q: 3 clusters Score -1633044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1633055.625000 Penalty: 4660.946289
	Iteration 62Q: 3 clusters Score -1633056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1633065.500000 Penalty: 4660.946289
	Iteration 63Q: 3 clusters Score -1633066 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1633083.375000 Penalty: 4660.946289
	Iteration 64Q: 3 clusters Score -1633083 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1633085.625000 Penalty: 4660.946289
	Iteration 65Q: 3 clusters Score -1633086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1633096.625000 Penalty: 4660.946289
	Iteration 66Q: 3 clusters Score -1633097 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1633098.375000 Penalty: 4660.946289
	Iteration 67Q: 3 clusters Score -1633098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1633108.000000 Penalty: 4660.946289
	Iteration 68Q: 3 clusters Score -1633108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1633115.000000 Penalty: 4660.946289
	Iteration 69Q: 3 clusters Score -1633115 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1633118.750000 Penalty: 4660.946289
	Iteration 70Q: 3 clusters Score -1633119 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1633123.250000 Penalty: 4660.946289
	Iteration 71Q: 3 clusters Score -1633123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1633130.750000 Penalty: 4660.946289
	Iteration 72Q: 3 clusters Score -1633131 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1633140.625000 Penalty: 4660.946289
	Iteration 73Q: 3 clusters Score -1633141 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1633148.375000 Penalty: 4660.946289
	Iteration 74Q: 3 clusters Score -1633148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1633152.250000 Penalty: 4660.946289
	Iteration 75Q: 3 clusters Score -1633152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1633161.375000 Penalty: 4660.946289
	Iteration 76Q: 3 clusters Score -1633161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1633168.375000 Penalty: 4660.946289
	Iteration 77Q: 3 clusters Score -1633168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1633179.125000 Penalty: 4660.946289
	Iteration 78Q: 3 clusters Score -1633179 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1633181.125000 Penalty: 4660.946289
	Iteration 79Q: 3 clusters Score -1633181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1633186.000000 Penalty: 4660.946289
	Iteration 80F: 3 clusters Score -1633186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1633187.750000 Penalty: 4660.946289
	Iteration 81Q: 3 clusters Score -1633188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1633197.000000 Penalty: 4660.946289
	Iteration 82Q: 3 clusters Score -1633197 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1633205.250000 Penalty: 4660.946289
	Iteration 83Q: 3 clusters Score -1633205 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1633212.250000 Penalty: 4660.946289
	Iteration 84Q: 3 clusters Score -1633212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1633218.875000 Penalty: 4660.946289
	Iteration 85Q: 3 clusters Score -1633219 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1633228.375000 Penalty: 4660.946289
	Iteration 86Q: 3 clusters Score -1633228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1633238.125000 Penalty: 4660.946289
	Iteration 87Q: 3 clusters Score -1633238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1633250.625000 Penalty: 4660.946289
	Iteration 88Q: 3 clusters Score -1633251 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1633252.625000 Penalty: 4660.946289
	Iteration 89Q: 3 clusters Score -1633253 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1633259.875000 Penalty: 4660.946289
	Iteration 90Q: 3 clusters Score -1633260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1633270.500000 Penalty: 4660.946289
	Iteration 91Q: 3 clusters Score -1633270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1633278.875000 Penalty: 4660.946289
	Iteration 92Q: 3 clusters Score -1633279 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1633281.625000 Penalty: 4660.946289
	Iteration 93Q: 3 clusters Score -1633282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1633284.750000 Penalty: 4660.946289
	Iteration 94Q: 3 clusters Score -1633285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1633287.625000 Penalty: 4660.946289
	Iteration 95Q: 3 clusters Score -1633288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1633295.000000 Penalty: 4660.946289
	Iteration 96Q: 3 clusters Score -1633295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1633295.625000 Penalty: 4660.946289
	Iteration 97Q: 3 clusters Score -1633296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1633302.125000 Penalty: 4660.946289
	Iteration 98Q: 3 clusters Score -1633302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1633306.625000 Penalty: 4660.946289
	Iteration 99Q: 3 clusters Score -1633307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1633306.125000 Penalty: 4660.946289
	Iteration 100F: 3 clusters Score -1633306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1633307.125000 Penalty: 4660.946289
	Iteration 101Q: 3 clusters Score -1633307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1633314.250000 Penalty: 4660.946289
	Iteration 102Q: 3 clusters Score -1633314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1633313.500000 Penalty: 4660.946289
	Iteration 103Q: 3 clusters Score -1633314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1633314.375000 Penalty: 4660.946289
	Iteration 104Q: 3 clusters Score -1633314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1633319.250000 Penalty: 4660.946289
	Iteration 105Q: 3 clusters Score -1633319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1633324.625000 Penalty: 4660.946289
	Iteration 106Q: 3 clusters Score -1633325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1633333.375000 Penalty: 4660.946289
	Iteration 107Q: 3 clusters Score -1633333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1633331.750000 Penalty: 4660.946289
	Iteration 108Q: 3 clusters Score -1633332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1633340.375000 Penalty: 4660.946289
	Iteration 109Q: 3 clusters Score -1633340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1633344.875000 Penalty: 4660.946289
	Iteration 110Q: 3 clusters Score -1633345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1633346.250000 Penalty: 4660.946289
	Iteration 111Q: 3 clusters Score -1633346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1633348.000000 Penalty: 4660.946289
	Iteration 112Q: 3 clusters Score -1633348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1633351.250000 Penalty: 4660.946289
	Iteration 113Q: 3 clusters Score -1633351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1633350.625000 Penalty: 4660.946289
	Iteration 114Q: 3 clusters Score -1633351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1633364.500000 Penalty: 4660.946289
	Iteration 115Q: 3 clusters Score -1633364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1633360.750000 Penalty: 4660.946289
	Iteration 116Q: 3 clusters Score -1633361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1633364.125000 Penalty: 4660.946289
	Iteration 117Q: 3 clusters Score -1633364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1633364.125000 Penalty: 4660.946289
	Iteration 118Q: 3 clusters Score -1633364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1633366.750000 Penalty: 4660.946289
	Iteration 119Q: 3 clusters Score -1633367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1633369.750000 Penalty: 4660.946289
	Iteration 120F: 3 clusters Score -1633370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1633372.250000 Penalty: 4660.946289
	Iteration 121Q: 3 clusters Score -1633372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1633370.625000 Penalty: 4660.946289
	Iteration 122Q: 3 clusters Score -1633371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1633370.000000 Penalty: 4660.946289
	Iteration 123Q: 3 clusters Score -1633370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1633374.875000 Penalty: 4660.946289
	Iteration 124Q: 3 clusters Score -1633375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1633374.875000 Penalty: 4660.946289
	Iteration 125Q: 3 clusters Score -1633375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1633377.375000 Penalty: 4660.946289
	Iteration 126Q: 3 clusters Score -1633377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1633373.625000 Penalty: 4660.946289
	Iteration 127Q: 3 clusters Score -1633374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1633374.750000 Penalty: 4660.946289
	Iteration 128Q: 3 clusters Score -1633375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1633376.000000 Penalty: 4660.946289
	Iteration 129Q: 3 clusters Score -1633376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1633377.625000 Penalty: 4660.946289
	Iteration 130Q: 3 clusters Score -1633378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1633375.500000 Penalty: 4660.946289
	Iteration 131Q: 3 clusters Score -1633376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1633375.375000 Penalty: 4660.946289
	Iteration 132Q: 3 clusters Score -1633375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1633375.750000 Penalty: 4660.946289
	Iteration 133Q: 3 clusters Score -1633376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1633378.750000 Penalty: 4660.946289
	Iteration 134Q: 3 clusters Score -1633379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1633378.000000 Penalty: 4660.946289
	Iteration 135Q: 3 clusters Score -1633378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1633383.250000 Penalty: 4660.946289
	Iteration 136Q: 3 clusters Score -1633383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1633383.250000 Penalty: 4660.946289
	Iteration 137Q: 3 clusters Score -1633383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1633384.000000 Penalty: 4660.946289
	Iteration 138Q: 3 clusters Score -1633384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1633386.375000 Penalty: 4660.946289
	Iteration 139Q: 3 clusters Score -1633386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1633389.250000 Penalty: 4660.946289
	Iteration 140F: 3 clusters Score -1633389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1633387.875000 Penalty: 4660.946289
	Iteration 141Q: 3 clusters Score -1633388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1633386.000000 Penalty: 4660.946289
	Iteration 142Q: 3 clusters Score -1633386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1633389.750000 Penalty: 4660.946289
	Iteration 143Q: 3 clusters Score -1633390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1633391.750000 Penalty: 4660.946289
	Iteration 144Q: 3 clusters Score -1633392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1633393.875000 Penalty: 4660.946289
	Iteration 145Q: 3 clusters Score -1633394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1633393.875000 Penalty: 4660.946289
	Iteration 146Q: 3 clusters Score -1633394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1633398.625000 Penalty: 4660.946289
	Iteration 147Q: 3 clusters Score -1633399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1633401.500000 Penalty: 4660.946289
	Iteration 148Q: 3 clusters Score -1633402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1633397.000000 Penalty: 4660.946289
	Iteration 149Q: 3 clusters Score -1633397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1633402.250000 Penalty: 4660.946289
	Iteration 150Q: 3 clusters Score -1633402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1633401.500000 Penalty: 4660.946289
	Iteration 151Q: 3 clusters Score -1633402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1633401.500000 Penalty: 4660.946289
	Iteration 152Q: 3 clusters Score -1633402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1633398.500000 Penalty: 4660.946289
	Iteration 153Q: 3 clusters Score -1633398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1633402.750000 Penalty: 4660.946289
	Iteration 154Q: 3 clusters Score -1633403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1633400.875000 Penalty: 4660.946289
	Iteration 155Q: 3 clusters Score -1633401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1633404.125000 Penalty: 4660.946289
	Iteration 156Q: 3 clusters Score -1633404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1633406.875000 Penalty: 4660.946289
	Iteration 157Q: 3 clusters Score -1633407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1633410.125000 Penalty: 4660.946289
	Iteration 158Q: 3 clusters Score -1633410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1633410.875000 Penalty: 4660.946289
	Iteration 159Q: 3 clusters Score -1633411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1633408.125000 Penalty: 4660.946289
	Iteration 160F: 3 clusters Score -1633408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1633407.875000 Penalty: 4660.946289
	Iteration 161Q: 3 clusters Score -1633408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1633410.125000 Penalty: 4660.946289
	Iteration 162Q: 3 clusters Score -1633410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1633410.875000 Penalty: 4660.946289
	Iteration 163Q: 3 clusters Score -1633411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1633414.875000 Penalty: 4660.946289
	Iteration 164Q: 3 clusters Score -1633415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1633417.625000 Penalty: 4660.946289
	Iteration 165Q: 3 clusters Score -1633418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1633418.750000 Penalty: 4660.946289
	Iteration 166Q: 3 clusters Score -1633419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1633423.875000 Penalty: 4660.946289
	Iteration 167Q: 3 clusters Score -1633424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1633424.750000 Penalty: 4660.946289
	Iteration 168Q: 3 clusters Score -1633425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1633430.750000 Penalty: 4660.946289
	Iteration 169Q: 3 clusters Score -1633431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1633427.875000 Penalty: 4660.946289
	Iteration 170Q: 3 clusters Score -1633428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1633431.125000 Penalty: 4660.946289
	Iteration 171Q: 3 clusters Score -1633431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1633435.000000 Penalty: 4660.946289
	Iteration 172Q: 3 clusters Score -1633435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1633436.375000 Penalty: 4660.946289
	Iteration 173Q: 3 clusters Score -1633436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1633435.000000 Penalty: 4660.946289
	Iteration 174Q: 3 clusters Score -1633435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1633434.000000 Penalty: 4660.946289
	Iteration 175Q: 3 clusters Score -1633434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1633436.625000 Penalty: 4660.946289
	Iteration 176Q: 3 clusters Score -1633437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1633437.250000 Penalty: 4660.946289
	Iteration 177Q: 3 clusters Score -1633437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1633443.750000 Penalty: 4660.946289
	Iteration 178Q: 3 clusters Score -1633444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1633445.375000 Penalty: 4660.946289
	Iteration 179Q: 3 clusters Score -1633445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1633444.500000 Penalty: 4660.946289
	Iteration 180F: 3 clusters Score -1633444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1633448.625000 Penalty: 4660.946289
	Iteration 181Q: 3 clusters Score -1633449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1633451.000000 Penalty: 4660.946289
	Iteration 182Q: 3 clusters Score -1633451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1633450.625000 Penalty: 4660.946289
	Iteration 183Q: 3 clusters Score -1633451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1633451.375000 Penalty: 4660.946289
	Iteration 184Q: 3 clusters Score -1633451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1633454.000000 Penalty: 4660.946289
	Iteration 185Q: 3 clusters Score -1633454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1633453.375000 Penalty: 4660.946289
	Iteration 186Q: 3 clusters Score -1633453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1633452.750000 Penalty: 4660.946289
	Iteration 187Q: 3 clusters Score -1633453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1633454.375000 Penalty: 4660.946289
	Iteration 188Q: 3 clusters Score -1633454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1633453.625000 Penalty: 4660.946289
	Iteration 189Q: 3 clusters Score -1633454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1633454.500000 Penalty: 4660.946289
	Iteration 190Q: 3 clusters Score -1633454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1633455.000000 Penalty: 4660.946289
	Iteration 191Q: 3 clusters Score -1633455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1633455.000000 Penalty: 4660.946289
	Iteration 192F: 3 clusters Score -1633455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -189915.906250 Penalty: 1826.093262
	Iteration 0F: 2 clusters Score -189915.9 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 804 members 
Entering Unmasked Estep 
Score: -187669.703125 Penalty: 3652.186523
	Iteration 0F: 3 clusters Score -187669.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -188544.703125 Penalty: 3652.186523
	Iteration 1F: 3 clusters Score -188544.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -189393.562500 Penalty: 3652.186523
	Iteration 2F: 3 clusters Score -189393.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -190153.453125 Penalty: 3652.186523
	Iteration 3F: 3 clusters Score -190153.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -190522.875000 Penalty: 3652.186523
	Iteration 4F: 3 clusters Score -190522.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -190752.375000 Penalty: 3652.186523
	Iteration 5F: 3 clusters Score -190752.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -190912.125000 Penalty: 3652.186523
	Iteration 6Q: 3 clusters Score -190912.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -191244.640625 Penalty: 3652.186523
	Iteration 7Q: 3 clusters Score -191244.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -191451.609375 Penalty: 3652.186523
	Iteration 8Q: 3 clusters Score -191451.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -191530.265625 Penalty: 3652.186523
	Iteration 9Q: 3 clusters Score -191530.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -191572.421875 Penalty: 3652.186523
	Iteration 10Q: 3 clusters Score -191572.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -191609.265625 Penalty: 3652.186523
	Iteration 11Q: 3 clusters Score -191609.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -191691.828125 Penalty: 3652.186523
	Iteration 12Q: 3 clusters Score -191691.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -191826.546875 Penalty: 3652.186523
	Iteration 13Q: 3 clusters Score -191826.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -191879.937500 Penalty: 3652.186523
	Iteration 14Q: 3 clusters Score -191879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -191892.484375 Penalty: 3652.186523
	Iteration 15Q: 3 clusters Score -191892.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -191901.625000 Penalty: 3652.186523
	Iteration 16Q: 3 clusters Score -191901.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -191904.859375 Penalty: 3652.186523
	Iteration 17Q: 3 clusters Score -191904.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -191924.765625 Penalty: 3652.186523
	Iteration 18Q: 3 clusters Score -191924.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -191946.921875 Penalty: 3652.186523
	Iteration 19Q: 3 clusters Score -191946.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -191972.406250 Penalty: 3652.186523
	Iteration 20F: 3 clusters Score -191972.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -191996.203125 Penalty: 3652.186523
	Iteration 21Q: 3 clusters Score -191996.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -192011.078125 Penalty: 3652.186523
	Iteration 22Q: 3 clusters Score -192011.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -192032.875000 Penalty: 3652.186523
	Iteration 23Q: 3 clusters Score -192032.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -192078.000000 Penalty: 3652.186523
	Iteration 24Q: 3 clusters Score -192078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -192253.484375 Penalty: 3652.186523
	Iteration 25Q: 3 clusters Score -192253.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -192935.078125 Penalty: 3652.186523
	Iteration 26Q: 3 clusters Score -192935.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -193179.765625 Penalty: 3652.186523
	Iteration 27Q: 3 clusters Score -193179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -193217.453125 Penalty: 3652.186523
	Iteration 28Q: 3 clusters Score -193217.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -193219.125000 Penalty: 3652.186523
	Iteration 29Q: 3 clusters Score -193219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -193219.125000 Penalty: 3652.186523
	Iteration 30F: 3 clusters Score -193219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 2273 members 
Mstep: Class 3 contains 4827 members 
Mstep: Class 4 contains 12380 members 
Mstep: Class 5 contains 1681 members 
Mstep: Class 6 contains 37357 members 
Mstep: Class 7 contains 9848 members 
Mstep: Class 8 contains 1997 members 
Mstep: Class 9 contains 167357 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 21131 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26121 members 
Mstep: Class 15 contains 8570 members 
Mstep: Class 16 contains 19838 members 
Mstep: Class 17 contains 88728 members 
Mstep: Class 18 contains 808 members 
Mstep: Class 19 contains 49308 members 
Mstep: Class 20 contains 13806 members 
Mstep: Class 21 contains 36828 members 
Mstep: Class 22 contains 160765 members 
Mstep: Class 23 contains 2308 members 
Mstep: Class 24 contains 6392 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 17016 members 
Mstep: Class 27 contains 12053 members 
Mstep: Class 28 contains 769 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 8669 members 
Mstep: Class 31 contains 6587 members 
Mstep: Class 32 contains 13875 members 
Entering Unmasked Estep 
Score: -100910616.000000 Penalty: 107499.523438
Splitting cluster 28 changes total score from -100908928.000000 to -100910616.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 29 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -16295.032227 Penalty: 1229.045166
	Iteration 0F: 2 clusters Score -16295.03 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 70 members 
Entering Unmasked Estep 
Score: -15280.091797 Penalty: 2458.090332
	Iteration 0F: 3 clusters Score -15280.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -15318.486328 Penalty: 2458.090332
	Iteration 1Q: 3 clusters Score -15318.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15328.974609 Penalty: 2458.090332
	Iteration 2Q: 3 clusters Score -15328.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15328.974609 Penalty: 2458.090332
	Iteration 3F: 3 clusters Score -15328.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Entering Unmasked Estep 
Score: -1048591.625000 Penalty: 2248.742188
	Iteration 0F: 2 clusters Score -1048592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1041844.312500 Penalty: 4497.484375
	Iteration 0F: 3 clusters Score -1041844 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1043992.750000 Penalty: 4497.484375
	Iteration 1F: 3 clusters Score -1043993 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1044515.125000 Penalty: 4497.484375
	Iteration 2F: 3 clusters Score -1044515 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1044921.062500 Penalty: 4497.484375
	Iteration 3F: 3 clusters Score -1044921 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1045351.000000 Penalty: 4497.484375
	Iteration 4F: 3 clusters Score -1045351 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1045730.250000 Penalty: 4497.484375
	Iteration 5F: 3 clusters Score -1045730 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1046026.812500 Penalty: 4497.484375
	Iteration 6Q: 3 clusters Score -1046027 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1046300.125000 Penalty: 4497.484375
	Iteration 7Q: 3 clusters Score -1046300 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1046530.812500 Penalty: 4497.484375
	Iteration 8Q: 3 clusters Score -1046531 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1046753.500000 Penalty: 4497.484375
	Iteration 9Q: 3 clusters Score -1046754 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1046943.375000 Penalty: 4497.484375
	Iteration 10Q: 3 clusters Score -1046943 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1047108.625000 Penalty: 4497.484375
	Iteration 11Q: 3 clusters Score -1047109 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1047278.875000 Penalty: 4497.484375
	Iteration 12Q: 3 clusters Score -1047279 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1047483.625000 Penalty: 4497.484375
	Iteration 13Q: 3 clusters Score -1047484 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1047775.875000 Penalty: 4497.484375
	Iteration 14Q: 3 clusters Score -1047776 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1048111.000000 Penalty: 4497.484375
	Iteration 15Q: 3 clusters Score -1048111 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1048355.000000 Penalty: 4497.484375
	Iteration 16Q: 3 clusters Score -1048355 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1048545.625000 Penalty: 4497.484375
	Iteration 17Q: 3 clusters Score -1048546 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1048640.750000 Penalty: 4497.484375
	Iteration 18Q: 3 clusters Score -1048641 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1048691.875000 Penalty: 4497.484375
	Iteration 19Q: 3 clusters Score -1048692 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1048722.875000 Penalty: 4497.484375
	Iteration 20F: 3 clusters Score -1048723 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1048742.500000 Penalty: 4497.484375
	Iteration 21Q: 3 clusters Score -1048742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1048753.875000 Penalty: 4497.484375
	Iteration 22Q: 3 clusters Score -1048754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1048755.750000 Penalty: 4497.484375
	Iteration 23Q: 3 clusters Score -1048756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1048755.375000 Penalty: 4497.484375
	Iteration 24Q: 3 clusters Score -1048755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1048759.375000 Penalty: 4497.484375
	Iteration 25Q: 3 clusters Score -1048759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1048759.875000 Penalty: 4497.484375
	Iteration 26Q: 3 clusters Score -1048760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1048763.500000 Penalty: 4497.484375
	Iteration 27Q: 3 clusters Score -1048764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1048763.000000 Penalty: 4497.484375
	Iteration 28Q: 3 clusters Score -1048763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1048763.875000 Penalty: 4497.484375
	Iteration 29Q: 3 clusters Score -1048764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1048764.500000 Penalty: 4497.484375
	Iteration 30Q: 3 clusters Score -1048764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1048766.500000 Penalty: 4497.484375
	Iteration 31Q: 3 clusters Score -1048766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1048765.500000 Penalty: 4497.484375
	Iteration 32Q: 3 clusters Score -1048766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1048769.375000 Penalty: 4497.484375
	Iteration 33Q: 3 clusters Score -1048769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1048766.875000 Penalty: 4497.484375
	Iteration 34Q: 3 clusters Score -1048767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1048766.875000 Penalty: 4497.484375
	Iteration 35F: 3 clusters Score -1048767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 2273 members 
Mstep: Class 3 contains 4827 members 
Mstep: Class 4 contains 12380 members 
Mstep: Class 5 contains 1681 members 
Mstep: Class 6 contains 37357 members 
Mstep: Class 7 contains 9848 members 
Mstep: Class 8 contains 1997 members 
Mstep: Class 9 contains 167357 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 21131 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26121 members 
Mstep: Class 15 contains 8570 members 
Mstep: Class 16 contains 19838 members 
Mstep: Class 17 contains 88728 members 
Mstep: Class 18 contains 808 members 
Mstep: Class 19 contains 49308 members 
Mstep: Class 20 contains 13806 members 
Mstep: Class 21 contains 36828 members 
Mstep: Class 22 contains 160765 members 
Mstep: Class 23 contains 2308 members 
Mstep: Class 24 contains 6392 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 17016 members 
Mstep: Class 27 contains 12053 members 
Mstep: Class 28 contains 769 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 4577 members 
Mstep: Class 31 contains 6587 members 
Mstep: Class 32 contains 13875 members 
Mstep: Class 33 contains 4092 members 
Entering Unmasked Estep 
Score: -100909880.000000 Penalty: 110858.882812
Splitting cluster 30 changes total score from -100908928.000000 to -100909880.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 31 (6587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Entering Unmasked Estep 
Score: -886645.187500 Penalty: 2180.627686
	Iteration 0F: 2 clusters Score -886645.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -881131.187500 Penalty: 4361.255371
	Iteration 0F: 3 clusters Score -881131.2 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -882624.750000 Penalty: 4361.255371
	Iteration 1F: 3 clusters Score -882624.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -882944.625000 Penalty: 4361.255371
	Iteration 2F: 3 clusters Score -882944.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -883161.312500 Penalty: 4361.255371
	Iteration 3F: 3 clusters Score -883161.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -883324.125000 Penalty: 4361.255371
	Iteration 4Q: 3 clusters Score -883324.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -883485.187500 Penalty: 4361.255371
	Iteration 5Q: 3 clusters Score -883485.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -883625.500000 Penalty: 4361.255371
	Iteration 6Q: 3 clusters Score -883625.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -883748.687500 Penalty: 4361.255371
	Iteration 7Q: 3 clusters Score -883748.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -883875.937500 Penalty: 4361.255371
	Iteration 8Q: 3 clusters Score -883875.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -883986.937500 Penalty: 4361.255371
	Iteration 9Q: 3 clusters Score -883986.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -884067.250000 Penalty: 4361.255371
	Iteration 10Q: 3 clusters Score -884067.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -884137.437500 Penalty: 4361.255371
	Iteration 11Q: 3 clusters Score -884137.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -884194.500000 Penalty: 4361.255371
	Iteration 12Q: 3 clusters Score -884194.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -884237.312500 Penalty: 4361.255371
	Iteration 13Q: 3 clusters Score -884237.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -884282.562500 Penalty: 4361.255371
	Iteration 14Q: 3 clusters Score -884282.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -884316.000000 Penalty: 4361.255371
	Iteration 15Q: 3 clusters Score -884316 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -884348.437500 Penalty: 4361.255371
	Iteration 16Q: 3 clusters Score -884348.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -884368.937500 Penalty: 4361.255371
	Iteration 17Q: 3 clusters Score -884368.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -884387.562500 Penalty: 4361.255371
	Iteration 18Q: 3 clusters Score -884387.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -884396.687500 Penalty: 4361.255371
	Iteration 19Q: 3 clusters Score -884396.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -884407.375000 Penalty: 4361.255371
	Iteration 20F: 3 clusters Score -884407.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -884415.625000 Penalty: 4361.255371
	Iteration 21Q: 3 clusters Score -884415.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -884423.937500 Penalty: 4361.255371
	Iteration 22Q: 3 clusters Score -884423.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -884429.062500 Penalty: 4361.255371
	Iteration 23Q: 3 clusters Score -884429.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -884436.875000 Penalty: 4361.255371
	Iteration 24Q: 3 clusters Score -884436.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -884442.937500 Penalty: 4361.255371
	Iteration 25Q: 3 clusters Score -884442.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -884448.375000 Penalty: 4361.255371
	Iteration 26Q: 3 clusters Score -884448.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -884451.437500 Penalty: 4361.255371
	Iteration 27Q: 3 clusters Score -884451.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -884451.437500 Penalty: 4361.255371
	Iteration 28Q: 3 clusters Score -884451.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -884455.062500 Penalty: 4361.255371
	Iteration 29Q: 3 clusters Score -884455.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -884453.937500 Penalty: 4361.255371
	Iteration 30Q: 3 clusters Score -884453.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -884455.250000 Penalty: 4361.255371
	Iteration 31Q: 3 clusters Score -884455.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -884459.750000 Penalty: 4361.255371
	Iteration 32Q: 3 clusters Score -884459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -884461.062500 Penalty: 4361.255371
	Iteration 33Q: 3 clusters Score -884461.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -884458.875000 Penalty: 4361.255371
	Iteration 34Q: 3 clusters Score -884458.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -884461.625000 Penalty: 4361.255371
	Iteration 35Q: 3 clusters Score -884461.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -884460.500000 Penalty: 4361.255371
	Iteration 36Q: 3 clusters Score -884460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -884460.937500 Penalty: 4361.255371
	Iteration 37Q: 3 clusters Score -884460.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -884462.312500 Penalty: 4361.255371
	Iteration 38Q: 3 clusters Score -884462.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -884463.250000 Penalty: 4361.255371
	Iteration 39Q: 3 clusters Score -884463.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -884465.625000 Penalty: 4361.255371
	Iteration 40F: 3 clusters Score -884465.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -884464.500000 Penalty: 4361.255371
	Iteration 41Q: 3 clusters Score -884464.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -884464.500000 Penalty: 4361.255371
	Iteration 42Q: 3 clusters Score -884464.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -884464.500000 Penalty: 4361.255371
	Iteration 43F: 3 clusters Score -884464.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Entering Unmasked Estep 
Score: -1840668.000000 Penalty: 2365.385254
	Iteration 0F: 2 clusters Score -1840668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1830522.500000 Penalty: 4730.770508
	Iteration 0F: 3 clusters Score -1830522 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1833730.125000 Penalty: 4730.770508
	Iteration 1F: 3 clusters Score -1833730 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1834066.875000 Penalty: 4730.770508
	Iteration 2F: 3 clusters Score -1834067 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1834302.125000 Penalty: 4730.770508
	Iteration 3Q: 3 clusters Score -1834302 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1834504.625000 Penalty: 4730.770508
	Iteration 4Q: 3 clusters Score -1834505 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1834698.750000 Penalty: 4730.770508
	Iteration 5Q: 3 clusters Score -1834699 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1834901.000000 Penalty: 4730.770508
	Iteration 6Q: 3 clusters Score -1834901 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1835164.375000 Penalty: 4730.770508
	Iteration 7Q: 3 clusters Score -1835164 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1835487.125000 Penalty: 4730.770508
	Iteration 8Q: 3 clusters Score -1835487 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1835953.875000 Penalty: 4730.770508
	Iteration 9Q: 3 clusters Score -1835954 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1836624.375000 Penalty: 4730.770508
	Iteration 10F: 3 clusters Score -1836624 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1837482.625000 Penalty: 4730.770508
	Iteration 11F: 3 clusters Score -1837483 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1838459.875000 Penalty: 4730.770508
	Iteration 12F: 3 clusters Score -1838460 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1839418.625000 Penalty: 4730.770508
	Iteration 13F: 3 clusters Score -1839419 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1840181.625000 Penalty: 4730.770508
	Iteration 14Q: 3 clusters Score -1840182 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1840575.375000 Penalty: 4730.770508
	Iteration 15Q: 3 clusters Score -1840575 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1840727.250000 Penalty: 4730.770508
	Iteration 16Q: 3 clusters Score -1840727 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1840789.750000 Penalty: 4730.770508
	Iteration 17Q: 3 clusters Score -1840790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1840805.750000 Penalty: 4730.770508
	Iteration 18Q: 3 clusters Score -1840806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1840815.625000 Penalty: 4730.770508
	Iteration 19Q: 3 clusters Score -1840816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1840819.000000 Penalty: 4730.770508
	Iteration 20F: 3 clusters Score -1840819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1840825.250000 Penalty: 4730.770508
	Iteration 21Q: 3 clusters Score -1840825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1840829.875000 Penalty: 4730.770508
	Iteration 22Q: 3 clusters Score -1840830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1840833.375000 Penalty: 4730.770508
	Iteration 23Q: 3 clusters Score -1840833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1840833.000000 Penalty: 4730.770508
	Iteration 24Q: 3 clusters Score -1840833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1840832.500000 Penalty: 4730.770508
	Iteration 25Q: 3 clusters Score -1840832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1840832.500000 Penalty: 4730.770508
	Iteration 26F: 3 clusters Score -1840832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 2273 members 
Mstep: Class 3 contains 4827 members 
Mstep: Class 4 contains 12380 members 
Mstep: Class 5 contains 1681 members 
Mstep: Class 6 contains 37357 members 
Mstep: Class 7 contains 9848 members 
Mstep: Class 8 contains 1997 members 
Mstep: Class 9 contains 167357 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 21131 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26121 members 
Mstep: Class 15 contains 8570 members 
Mstep: Class 16 contains 19838 members 
Mstep: Class 17 contains 88728 members 
Mstep: Class 18 contains 808 members 
Mstep: Class 19 contains 49308 members 
Mstep: Class 20 contains 13806 members 
Mstep: Class 21 contains 36828 members 
Mstep: Class 22 contains 160765 members 
Mstep: Class 23 contains 2308 members 
Mstep: Class 24 contains 6392 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 17016 members 
Mstep: Class 27 contains 12053 members 
Mstep: Class 28 contains 769 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 4577 members 
Mstep: Class 31 contains 6587 members 
Mstep: Class 32 contains 10893 members 
Mstep: Class 33 contains 4092 members 
Mstep: Class 34 contains 2982 members 
Entering Unmasked Estep 
Score: -100909304.000000 Penalty: 114218.242188
Splitting cluster 32 changes total score from -100908928.000000 to -100909304.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 2273 members 
Mstep: Class 3 contains 4827 members 
Mstep: Class 4 contains 12380 members 
Mstep: Class 5 contains 1681 members 
Mstep: Class 6 contains 37357 members 
Mstep: Class 7 contains 9848 members 
Mstep: Class 8 contains 1997 members 
Mstep: Class 9 contains 167357 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 21131 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26121 members 
Mstep: Class 15 contains 8570 members 
Mstep: Class 16 contains 19838 members 
Mstep: Class 17 contains 88728 members 
Mstep: Class 19 contains 49308 members 
Mstep: Class 20 contains 13806 members 
Mstep: Class 21 contains 36828 members 
Mstep: Class 22 contains 160765 members 
Mstep: Class 23 contains 2308 members 
Mstep: Class 24 contains 6392 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 17016 members 
Mstep: Class 27 contains 12053 members 
Mstep: Class 28 contains 769 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 4577 members 
Mstep: Class 31 contains 6587 members 
Mstep: Class 32 contains 10893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910512.000000 Penalty: 114218.242188
Iteration 79Q: 35 clusters Score -1.009105e+08 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 2276 members 
Mstep: Class 3 contains 4828 members 
Mstep: Class 4 contains 12401 members 
Mstep: Class 5 contains 1671 members 
Mstep: Class 6 contains 37360 members 
Mstep: Class 7 contains 9766 members 
Mstep: Class 8 contains 1998 members 
Mstep: Class 9 contains 167355 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 21180 members 
Mstep: Class 12 contains 925 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 26122 members 
Mstep: Class 15 contains 8561 members 
Mstep: Class 16 contains 19667 members 
Mstep: Class 17 contains 88727 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 49310 members 
Mstep: Class 20 contains 13806 members 
Mstep: Class 21 contains 36912 members 
Mstep: Class 22 contains 160768 members 
Mstep: Class 23 contains 2353 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 16991 members 
Mstep: Class 27 contains 12014 members 
Mstep: Class 28 contains 792 members 
Mstep: Class 29 contains 142 members 
Mstep: Class 30 contains 5047 members 
Mstep: Class 31 contains 6584 members 
Mstep: Class 32 contains 10960 members 
Mstep: Class 33 contains 3794 members 
Mstep: Class 34 contains 2891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100911848.000000 Penalty: 114218.242188
Iteration 80F: 35 clusters Score -1.009118e+08 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 2270 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 37345 members 
Mstep: Class 7 contains 9712 members 
Mstep: Class 8 contains 1999 members 
Mstep: Class 9 contains 167349 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21174 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26121 members 
Mstep: Class 15 contains 8495 members 
Mstep: Class 16 contains 19511 members 
Mstep: Class 17 contains 88725 members 
Mstep: Class 18 contains 811 members 
Mstep: Class 19 contains 49307 members 
Mstep: Class 20 contains 13807 members 
Mstep: Class 21 contains 36808 members 
Mstep: Class 22 contains 160777 members 
Mstep: Class 23 contains 2287 members 
Mstep: Class 24 contains 6380 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 16968 members 
Mstep: Class 27 contains 11983 members 
Mstep: Class 28 contains 830 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 5368 members 
Mstep: Class 31 contains 6582 members 
Mstep: Class 32 contains 10989 members 
Mstep: Class 33 contains 4126 members 
Mstep: Class 34 contains 2979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100912688.000000 Penalty: 114218.242188
Iteration 81Q: 35 clusters Score -1.009127e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 2272 members 
Mstep: Class 3 contains 4832 members 
Mstep: Class 4 contains 11975 members 
Mstep: Class 5 contains 1646 members 
Mstep: Class 6 contains 37312 members 
Mstep: Class 7 contains 9676 members 
Mstep: Class 8 contains 2001 members 
Mstep: Class 9 contains 167328 members 
Mstep: Class 10 contains 5308 members 
Mstep: Class 11 contains 21162 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26123 members 
Mstep: Class 15 contains 8436 members 
Mstep: Class 16 contains 19384 members 
Mstep: Class 17 contains 88722 members 
Mstep: Class 18 contains 819 members 
Mstep: Class 19 contains 49304 members 
Mstep: Class 20 contains 13812 members 
Mstep: Class 21 contains 36768 members 
Mstep: Class 22 contains 160791 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 6380 members 
Mstep: Class 25 contains 4393 members 
Mstep: Class 26 contains 16952 members 
Mstep: Class 27 contains 11977 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 5620 members 
Mstep: Class 31 contains 6580 members 
Mstep: Class 32 contains 11012 members 
Mstep: Class 33 contains 4359 members 
Mstep: Class 34 contains 3014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913248.000000 Penalty: 114218.242188
Iteration 82Q: 35 clusters Score -1.009132e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 2271 members 
Mstep: Class 3 contains 4835 members 
Mstep: Class 4 contains 11815 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37289 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 2001 members 
Mstep: Class 9 contains 167317 members 
Mstep: Class 10 contains 5309 members 
Mstep: Class 11 contains 21147 members 
Mstep: Class 12 contains 831 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26123 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 16 contains 19268 members 
Mstep: Class 17 contains 88725 members 
Mstep: Class 18 contains 824 members 
Mstep: Class 19 contains 49305 members 
Mstep: Class 20 contains 13814 members 
Mstep: Class 21 contains 36773 members 
Mstep: Class 22 contains 160793 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 6380 members 
Mstep: Class 25 contains 4388 members 
Mstep: Class 26 contains 16941 members 
Mstep: Class 27 contains 11974 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 5804 members 
Mstep: Class 31 contains 6581 members 
Mstep: Class 32 contains 11019 members 
Mstep: Class 33 contains 4542 members 
Mstep: Class 34 contains 3039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913784.000000 Penalty: 114218.242188
Iteration 83Q: 35 clusters Score -1.009138e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 2275 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 11706 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 37271 members 
Mstep: Class 7 contains 9608 members 
Mstep: Class 8 contains 2003 members 
Mstep: Class 9 contains 167305 members 
Mstep: Class 10 contains 5311 members 
Mstep: Class 11 contains 21137 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26123 members 
Mstep: Class 15 contains 8379 members 
Mstep: Class 16 contains 19164 members 
Mstep: Class 17 contains 88725 members 
Mstep: Class 18 contains 830 members 
Mstep: Class 19 contains 49312 members 
Mstep: Class 20 contains 13811 members 
Mstep: Class 21 contains 36755 members 
Mstep: Class 22 contains 160795 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 6376 members 
Mstep: Class 25 contains 4386 members 
Mstep: Class 26 contains 16936 members 
Mstep: Class 27 contains 11981 members 
Mstep: Class 28 contains 864 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 5983 members 
Mstep: Class 31 contains 6585 members 
Mstep: Class 32 contains 11028 members 
Mstep: Class 33 contains 4666 members 
Mstep: Class 34 contains 3058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913824.000000 Penalty: 114218.242188
Iteration 84Q: 35 clusters Score -1.009138e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 2279 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 11599 members 
Mstep: Class 5 contains 1633 members 
Mstep: Class 6 contains 37267 members 
Mstep: Class 7 contains 9575 members 
Mstep: Class 8 contains 2001 members 
Mstep: Class 9 contains 167296 members 
Mstep: Class 10 contains 5311 members 
Mstep: Class 11 contains 21141 members 
Mstep: Class 12 contains 818 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26124 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 19074 members 
Mstep: Class 17 contains 88728 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 49313 members 
Mstep: Class 20 contains 13809 members 
Mstep: Class 21 contains 36735 members 
Mstep: Class 22 contains 160797 members 
Mstep: Class 23 contains 2228 members 
Mstep: Class 24 contains 6375 members 
Mstep: Class 25 contains 4385 members 
Mstep: Class 26 contains 16933 members 
Mstep: Class 27 contains 11990 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 6118 members 
Mstep: Class 31 contains 6585 members 
Mstep: Class 32 contains 11037 members 
Mstep: Class 33 contains 4782 members 
Mstep: Class 34 contains 3067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913968.000000 Penalty: 114218.242188
Iteration 85Q: 35 clusters Score -1.00914e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 2280 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 4 contains 11540 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 37262 members 
Mstep: Class 7 contains 9555 members 
Mstep: Class 8 contains 2001 members 
Mstep: Class 9 contains 167284 members 
Mstep: Class 10 contains 5312 members 
Mstep: Class 11 contains 21144 members 
Mstep: Class 12 contains 808 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26128 members 
Mstep: Class 15 contains 8332 members 
Mstep: Class 16 contains 19002 members 
Mstep: Class 17 contains 88731 members 
Mstep: Class 18 contains 851 members 
Mstep: Class 19 contains 49317 members 
Mstep: Class 20 contains 13809 members 
Mstep: Class 21 contains 36711 members 
Mstep: Class 22 contains 160801 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 6372 members 
Mstep: Class 25 contains 4386 members 
Mstep: Class 26 contains 16932 members 
Mstep: Class 27 contains 11996 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 6225 members 
Mstep: Class 31 contains 6583 members 
Mstep: Class 32 contains 11038 members 
Mstep: Class 33 contains 4852 members 
Mstep: Class 34 contains 3074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100914120.000000 Penalty: 114218.242188
Iteration 86Q: 35 clusters Score -1.009141e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 2281 members 
Mstep: Class 3 contains 4835 members 
Mstep: Class 4 contains 11497 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 37259 members 
Mstep: Class 7 contains 9527 members 
Mstep: Class 8 contains 2000 members 
Mstep: Class 9 contains 167271 members 
Mstep: Class 10 contains 5311 members 
Mstep: Class 11 contains 21140 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26134 members 
Mstep: Class 15 contains 8322 members 
Mstep: Class 16 contains 18929 members 
Mstep: Class 17 contains 88732 members 
Mstep: Class 18 contains 862 members 
Mstep: Class 19 contains 49316 members 
Mstep: Class 20 contains 13809 members 
Mstep: Class 21 contains 36707 members 
Mstep: Class 22 contains 160803 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6376 members 
Mstep: Class 25 contains 4387 members 
Mstep: Class 26 contains 16932 members 
Mstep: Class 27 contains 12005 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 6316 members 
Mstep: Class 31 contains 6582 members 
Mstep: Class 32 contains 11048 members 
Mstep: Class 33 contains 4899 members 
Mstep: Class 34 contains 3076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100914184.000000 Penalty: 114218.242188
Iteration 87Q: 35 clusters Score -1.009142e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 2285 members 
Mstep: Class 3 contains 4836 members 
Mstep: Class 4 contains 11451 members 
Mstep: Class 5 contains 1631 members 
Mstep: Class 6 contains 37260 members 
Mstep: Class 7 contains 9503 members 
Mstep: Class 8 contains 1999 members 
Mstep: Class 9 contains 167263 members 
Mstep: Class 10 contains 5311 members 
Mstep: Class 11 contains 21140 members 
Mstep: Class 12 contains 795 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26135 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 18855 members 
Mstep: Class 17 contains 88731 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 49310 members 
Mstep: Class 20 contains 13809 members 
Mstep: Class 21 contains 36708 members 
Mstep: Class 22 contains 160805 members 
Mstep: Class 23 contains 2223 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 4388 members 
Mstep: Class 26 contains 16931 members 
Mstep: Class 27 contains 12005 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 6580 members 
Mstep: Class 32 contains 11053 members 
Mstep: Class 33 contains 4943 members 
Mstep: Class 34 contains 3080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100914096.000000 Penalty: 114218.242188
Iteration 88Q: 35 clusters Score -1.009141e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 2288 members 
Mstep: Class 3 contains 4836 members 
Mstep: Class 4 contains 11419 members 
Mstep: Class 5 contains 1633 members 
Mstep: Class 6 contains 37266 members 
Mstep: Class 7 contains 9489 members 
Mstep: Class 8 contains 2000 members 
Mstep: Class 9 contains 167256 members 
Mstep: Class 10 contains 5311 members 
Mstep: Class 11 contains 21138 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26138 members 
Mstep: Class 15 contains 8301 members 
Mstep: Class 16 contains 18789 members 
Mstep: Class 17 contains 88727 members 
Mstep: Class 18 contains 866 members 
Mstep: Class 19 contains 49307 members 
Mstep: Class 20 contains 13810 members 
Mstep: Class 21 contains 36706 members 
Mstep: Class 22 contains 160806 members 
Mstep: Class 23 contains 2223 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 4387 members 
Mstep: Class 26 contains 16927 members 
Mstep: Class 27 contains 12010 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 6484 members 
Mstep: Class 31 contains 6579 members 
Mstep: Class 32 contains 11064 members 
Mstep: Class 33 contains 4981 members 
Mstep: Class 34 contains 3080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100914248.000000 Penalty: 114218.242188
Iteration 89Q: 35 clusters Score -1.009142e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 2290 members 
Mstep: Class 3 contains 4837 members 
Mstep: Class 4 contains 11393 members 
Mstep: Class 5 contains 1633 members 
Mstep: Class 6 contains 37274 members 
Mstep: Class 7 contains 9477 members 
Mstep: Class 8 contains 2003 members 
Mstep: Class 9 contains 167254 members 
Mstep: Class 10 contains 5315 members 
Mstep: Class 11 contains 21139 members 
Mstep: Class 12 contains 792 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26142 members 
Mstep: Class 15 contains 8291 members 
Mstep: Class 16 contains 18732 members 
Mstep: Class 17 contains 88726 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 49305 members 
Mstep: Class 20 contains 13815 members 
Mstep: Class 21 contains 36711 members 
Mstep: Class 22 contains 160802 members 
Mstep: Class 23 contains 2223 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 4388 members 
Mstep: Class 26 contains 16921 members 
Mstep: Class 27 contains 12008 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 6538 members 
Mstep: Class 31 contains 6574 members 
Mstep: Class 32 contains 11072 members 
Mstep: Class 33 contains 5008 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100914152.000000 Penalty: 114218.242188
Iteration 90Q: 35 clusters Score -1.009142e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 2290 members 
Mstep: Class 3 contains 4838 members 
Mstep: Class 4 contains 11368 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 37277 members 
Mstep: Class 7 contains 9462 members 
Mstep: Class 8 contains 2003 members 
Mstep: Class 9 contains 167253 members 
Mstep: Class 10 contains 5313 members 
Mstep: Class 11 contains 21138 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26142 members 
Mstep: Class 15 contains 8278 members 
Mstep: Class 16 contains 18682 members 
Mstep: Class 17 contains 88728 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 49303 members 
Mstep: Class 20 contains 13818 members 
Mstep: Class 21 contains 36715 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2223 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 4388 members 
Mstep: Class 26 contains 16921 members 
Mstep: Class 27 contains 12007 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 6600 members 
Mstep: Class 31 contains 6571 members 
Mstep: Class 32 contains 11077 members 
Mstep: Class 33 contains 5036 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100914160.000000 Penalty: 114218.242188
Iteration 91Q: 35 clusters Score -1.009142e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 2292 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11350 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 37282 members 
Mstep: Class 7 contains 9451 members 
Mstep: Class 8 contains 2003 members 
Mstep: Class 9 contains 167250 members 
Mstep: Class 10 contains 5312 members 
Mstep: Class 11 contains 21135 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26141 members 
Mstep: Class 15 contains 8265 members 
Mstep: Class 16 contains 18632 members 
Mstep: Class 17 contains 88733 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 49304 members 
Mstep: Class 20 contains 13819 members 
Mstep: Class 21 contains 36718 members 
Mstep: Class 22 contains 160802 members 
Mstep: Class 23 contains 2223 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 4387 members 
Mstep: Class 26 contains 16922 members 
Mstep: Class 27 contains 12010 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 6651 members 
Mstep: Class 31 contains 6567 members 
Mstep: Class 32 contains 11084 members 
Mstep: Class 33 contains 5056 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100914120.000000 Penalty: 114218.242188
Iteration 92Q: 35 clusters Score -1.009141e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 2295 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11334 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37283 members 
Mstep: Class 7 contains 9434 members 
Mstep: Class 8 contains 2003 members 
Mstep: Class 9 contains 167247 members 
Mstep: Class 10 contains 5309 members 
Mstep: Class 11 contains 21135 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26141 members 
Mstep: Class 15 contains 8252 members 
Mstep: Class 16 contains 18592 members 
Mstep: Class 17 contains 88735 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 49304 members 
Mstep: Class 20 contains 13822 members 
Mstep: Class 21 contains 36726 members 
Mstep: Class 22 contains 160803 members 
Mstep: Class 23 contains 2222 members 
Mstep: Class 24 contains 6394 members 
Mstep: Class 25 contains 4386 members 
Mstep: Class 26 contains 16917 members 
Mstep: Class 27 contains 12015 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 6705 members 
Mstep: Class 31 contains 6567 members 
Mstep: Class 32 contains 11089 members 
Mstep: Class 33 contains 5070 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100914128.000000 Penalty: 114218.242188
Iteration 93Q: 35 clusters Score -1.009141e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 2295 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11322 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37281 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 2003 members 
Mstep: Class 9 contains 167245 members 
Mstep: Class 10 contains 5308 members 
Mstep: Class 11 contains 21134 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26143 members 
Mstep: Class 15 contains 8246 members 
Mstep: Class 16 contains 18571 members 
Mstep: Class 17 contains 88733 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 49303 members 
Mstep: Class 20 contains 13823 members 
Mstep: Class 21 contains 36738 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2222 members 
Mstep: Class 24 contains 6394 members 
Mstep: Class 25 contains 4387 members 
Mstep: Class 26 contains 16915 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 6745 members 
Mstep: Class 31 contains 6567 members 
Mstep: Class 32 contains 11090 members 
Mstep: Class 33 contains 5072 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100914040.000000 Penalty: 114218.242188
Iteration 94Q: 35 clusters Score -1.00914e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 2295 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37284 members 
Mstep: Class 7 contains 9418 members 
Mstep: Class 8 contains 2003 members 
Mstep: Class 9 contains 167243 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 21133 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26143 members 
Mstep: Class 15 contains 8239 members 
Mstep: Class 16 contains 18542 members 
Mstep: Class 17 contains 88729 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 49305 members 
Mstep: Class 20 contains 13825 members 
Mstep: Class 21 contains 36740 members 
Mstep: Class 22 contains 160796 members 
Mstep: Class 23 contains 2222 members 
Mstep: Class 24 contains 6396 members 
Mstep: Class 25 contains 4388 members 
Mstep: Class 26 contains 16914 members 
Mstep: Class 27 contains 12016 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 6790 members 
Mstep: Class 31 contains 6568 members 
Mstep: Class 32 contains 11091 members 
Mstep: Class 33 contains 5075 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100914072.000000 Penalty: 114218.242188
Iteration 95Q: 35 clusters Score -1.009141e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 2295 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11311 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37284 members 
Mstep: Class 7 contains 9412 members 
Mstep: Class 8 contains 2003 members 
Mstep: Class 9 contains 167240 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 21137 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26144 members 
Mstep: Class 15 contains 8232 members 
Mstep: Class 16 contains 18513 members 
Mstep: Class 17 contains 88727 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 49305 members 
Mstep: Class 20 contains 13827 members 
Mstep: Class 21 contains 36729 members 
Mstep: Class 22 contains 160797 members 
Mstep: Class 23 contains 2222 members 
Mstep: Class 24 contains 6397 members 
Mstep: Class 25 contains 4388 members 
Mstep: Class 26 contains 16915 members 
Mstep: Class 27 contains 12015 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 6833 members 
Mstep: Class 31 contains 6569 members 
Mstep: Class 32 contains 11095 members 
Mstep: Class 33 contains 5079 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100914040.000000 Penalty: 114218.242188
Iteration 96Q: 35 clusters Score -1.00914e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 2294 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11309 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37288 members 
Mstep: Class 7 contains 9406 members 
Mstep: Class 8 contains 2003 members 
Mstep: Class 9 contains 167233 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 21138 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26147 members 
Mstep: Class 15 contains 8218 members 
Mstep: Class 16 contains 18477 members 
Mstep: Class 17 contains 88727 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 49303 members 
Mstep: Class 20 contains 13829 members 
Mstep: Class 21 contains 36733 members 
Mstep: Class 22 contains 160794 members 
Mstep: Class 23 contains 2222 members 
Mstep: Class 24 contains 6399 members 
Mstep: Class 25 contains 4389 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12013 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 6878 members 
Mstep: Class 31 contains 6569 members 
Mstep: Class 32 contains 11100 members 
Mstep: Class 33 contains 5081 members 
Mstep: Class 34 contains 3080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100914032.000000 Penalty: 114218.242188
Iteration 97Q: 35 clusters Score -1.00914e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 2297 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11306 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37294 members 
Mstep: Class 7 contains 9401 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 167229 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 21139 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26148 members 
Mstep: Class 15 contains 8207 members 
Mstep: Class 16 contains 18448 members 
Mstep: Class 17 contains 88727 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 49302 members 
Mstep: Class 20 contains 13831 members 
Mstep: Class 21 contains 36738 members 
Mstep: Class 22 contains 160794 members 
Mstep: Class 23 contains 2222 members 
Mstep: Class 24 contains 6401 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12015 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 6907 members 
Mstep: Class 31 contains 6568 members 
Mstep: Class 32 contains 11105 members 
Mstep: Class 33 contains 5083 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100914008.000000 Penalty: 114218.242188
Iteration 98Q: 35 clusters Score -1.00914e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 2296 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11304 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37297 members 
Mstep: Class 7 contains 9399 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 167223 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 21139 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26154 members 
Mstep: Class 15 contains 8198 members 
Mstep: Class 16 contains 18427 members 
Mstep: Class 17 contains 88727 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 49301 members 
Mstep: Class 20 contains 13833 members 
Mstep: Class 21 contains 36738 members 
Mstep: Class 22 contains 160795 members 
Mstep: Class 23 contains 2222 members 
Mstep: Class 24 contains 6403 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12015 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 6928 members 
Mstep: Class 31 contains 6568 members 
Mstep: Class 32 contains 11110 members 
Mstep: Class 33 contains 5084 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100914168.000000 Penalty: 114218.242188
Iteration 99Q: 35 clusters Score -1.009142e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 2298 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11302 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37304 members 
Mstep: Class 7 contains 9399 members 
Mstep: Class 8 contains 2007 members 
Mstep: Class 9 contains 167219 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21138 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26157 members 
Mstep: Class 15 contains 8192 members 
Mstep: Class 16 contains 18404 members 
Mstep: Class 17 contains 88728 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13836 members 
Mstep: Class 21 contains 36737 members 
Mstep: Class 22 contains 160797 members 
Mstep: Class 23 contains 2222 members 
Mstep: Class 24 contains 6404 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12013 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 6945 members 
Mstep: Class 31 contains 6568 members 
Mstep: Class 32 contains 11114 members 
Mstep: Class 33 contains 5085 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100914248.000000 Penalty: 114218.242188
Iteration 100F: 35 clusters Score -1.009142e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11298 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37311 members 
Mstep: Class 7 contains 9396 members 
Mstep: Class 8 contains 2008 members 
Mstep: Class 9 contains 167216 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21139 members 
Mstep: Class 12 contains 739 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26158 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 16 contains 18381 members 
Mstep: Class 17 contains 88727 members 
Mstep: Class 18 contains 897 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13839 members 
Mstep: Class 21 contains 36744 members 
Mstep: Class 22 contains 160796 members 
Mstep: Class 23 contains 2223 members 
Mstep: Class 24 contains 6406 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12011 members 
Mstep: Class 28 contains 881 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 6958 members 
Mstep: Class 31 contains 6568 members 
Mstep: Class 32 contains 11115 members 
Mstep: Class 33 contains 5088 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100914584.000000 Penalty: 114218.242188
Iteration 101Q: 35 clusters Score -1.009146e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11292 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37314 members 
Mstep: Class 7 contains 9394 members 
Mstep: Class 8 contains 2009 members 
Mstep: Class 9 contains 167216 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21139 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 26159 members 
Mstep: Class 15 contains 8187 members 
Mstep: Class 16 contains 18358 members 
Mstep: Class 17 contains 88728 members 
Mstep: Class 18 contains 936 members 
Mstep: Class 19 contains 49296 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36746 members 
Mstep: Class 22 contains 160797 members 
Mstep: Class 23 contains 2224 members 
Mstep: Class 24 contains 6409 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12010 members 
Mstep: Class 28 contains 925 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 6974 members 
Mstep: Class 31 contains 6568 members 
Mstep: Class 32 contains 11117 members 
Mstep: Class 33 contains 5093 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915232.000000 Penalty: 114218.242188
Iteration 102Q: 35 clusters Score -1.009152e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11287 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37313 members 
Mstep: Class 7 contains 9395 members 
Mstep: Class 8 contains 2009 members 
Mstep: Class 9 contains 167212 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21141 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26162 members 
Mstep: Class 15 contains 8183 members 
Mstep: Class 16 contains 18341 members 
Mstep: Class 17 contains 88728 members 
Mstep: Class 18 contains 948 members 
Mstep: Class 19 contains 49296 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36748 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6409 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16917 members 
Mstep: Class 27 contains 12009 members 
Mstep: Class 28 contains 947 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 6990 members 
Mstep: Class 31 contains 6567 members 
Mstep: Class 32 contains 11118 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915440.000000 Penalty: 114218.242188
Iteration 103Q: 35 clusters Score -1.009154e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11285 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37312 members 
Mstep: Class 7 contains 9395 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167210 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 613 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8180 members 
Mstep: Class 16 contains 18329 members 
Mstep: Class 17 contains 88727 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 49296 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36749 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12010 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 6997 members 
Mstep: Class 31 contains 6567 members 
Mstep: Class 32 contains 11121 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915416.000000 Penalty: 114218.242188
Iteration 104Q: 35 clusters Score -1.009154e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37310 members 
Mstep: Class 7 contains 9394 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167209 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8177 members 
Mstep: Class 16 contains 18323 members 
Mstep: Class 17 contains 88726 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49297 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36753 members 
Mstep: Class 22 contains 160797 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12011 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7003 members 
Mstep: Class 31 contains 6566 members 
Mstep: Class 32 contains 11124 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915384.000000 Penalty: 114218.242188
Iteration 105Q: 35 clusters Score -1.009154e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37311 members 
Mstep: Class 7 contains 9392 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167208 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21144 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8172 members 
Mstep: Class 16 contains 18314 members 
Mstep: Class 17 contains 88722 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49297 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36758 members 
Mstep: Class 22 contains 160796 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12013 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7008 members 
Mstep: Class 31 contains 6566 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915352.000000 Penalty: 114218.242188
Iteration 106Q: 35 clusters Score -1.009154e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37314 members 
Mstep: Class 7 contains 9393 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167208 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8171 members 
Mstep: Class 16 contains 18305 members 
Mstep: Class 17 contains 88719 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36760 members 
Mstep: Class 22 contains 160796 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12014 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7014 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915344.000000 Penalty: 114218.242188
Iteration 107Q: 35 clusters Score -1.009153e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37313 members 
Mstep: Class 7 contains 9393 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167208 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8172 members 
Mstep: Class 16 contains 18295 members 
Mstep: Class 17 contains 88718 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36765 members 
Mstep: Class 22 contains 160796 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12014 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7021 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915456.000000 Penalty: 114218.242188
Iteration 108Q: 35 clusters Score -1.009155e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37315 members 
Mstep: Class 7 contains 9392 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167208 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8172 members 
Mstep: Class 16 contains 18286 members 
Mstep: Class 17 contains 88718 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36763 members 
Mstep: Class 22 contains 160796 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12014 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7029 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915456.000000 Penalty: 114218.242188
Iteration 109Q: 35 clusters Score -1.009155e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37316 members 
Mstep: Class 7 contains 9390 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167208 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8172 members 
Mstep: Class 16 contains 18280 members 
Mstep: Class 17 contains 88718 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36762 members 
Mstep: Class 22 contains 160797 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6411 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12015 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7033 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 5100 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915368.000000 Penalty: 114218.242188
Iteration 110Q: 35 clusters Score -1.009154e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37318 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167208 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8171 members 
Mstep: Class 16 contains 18274 members 
Mstep: Class 17 contains 88717 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36762 members 
Mstep: Class 22 contains 160797 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12016 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7038 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 5100 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915352.000000 Penalty: 114218.242188
Iteration 111Q: 35 clusters Score -1.009154e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37320 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167207 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8170 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 88716 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36760 members 
Mstep: Class 22 contains 160797 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7039 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 5100 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915328.000000 Penalty: 114218.242188
Iteration 112Q: 35 clusters Score -1.009153e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37321 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167205 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8170 members 
Mstep: Class 16 contains 18269 members 
Mstep: Class 17 contains 88716 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36760 members 
Mstep: Class 22 contains 160797 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12018 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7039 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 5100 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915344.000000 Penalty: 114218.242188
Iteration 113Q: 35 clusters Score -1.009153e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37322 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167207 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8170 members 
Mstep: Class 16 contains 18267 members 
Mstep: Class 17 contains 88716 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36759 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12016 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7040 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 5100 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915336.000000 Penalty: 114218.242188
Iteration 114Q: 35 clusters Score -1.009153e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37322 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167207 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8169 members 
Mstep: Class 16 contains 18266 members 
Mstep: Class 17 contains 88716 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36759 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12016 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7042 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 5100 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915352.000000 Penalty: 114218.242188
Iteration 115Q: 35 clusters Score -1.009154e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37322 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167207 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8166 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 17 contains 88716 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36760 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7044 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 5100 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915352.000000 Penalty: 114218.242188
Iteration 116Q: 35 clusters Score -1.009154e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37322 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167207 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8165 members 
Mstep: Class 16 contains 18262 members 
Mstep: Class 17 contains 88716 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36760 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7047 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 5100 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915376.000000 Penalty: 114218.242188
Iteration 117Q: 35 clusters Score -1.009154e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37321 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167207 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8165 members 
Mstep: Class 16 contains 18260 members 
Mstep: Class 17 contains 88716 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36759 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7052 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915304.000000 Penalty: 114218.242188
Iteration 118Q: 35 clusters Score -1.009153e+08 nChanged 10
Entering ConstructFrom: 
Score: -100915304.000000 Penalty: 114218.242188
Entering ConstructFrom: 
Trying to split cluster 1 (20981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Entering Unmasked Estep 
Score: -2687357.000000 Penalty: 2467.940186
	Iteration 0F: 2 clusters Score -2687357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2672737.750000 Penalty: 4935.880371
	Iteration 0F: 3 clusters Score -2672738 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2677668.750000 Penalty: 4935.880371
	Iteration 1F: 3 clusters Score -2677669 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2678111.000000 Penalty: 4935.880371
	Iteration 2F: 3 clusters Score -2678111 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2678505.500000 Penalty: 4935.880371
	Iteration 3Q: 3 clusters Score -2678506 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2678835.500000 Penalty: 4935.880371
	Iteration 4Q: 3 clusters Score -2678836 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2679139.500000 Penalty: 4935.880371
	Iteration 5Q: 3 clusters Score -2679140 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2679460.750000 Penalty: 4935.880371
	Iteration 6Q: 3 clusters Score -2679461 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2679878.500000 Penalty: 4935.880371
	Iteration 7Q: 3 clusters Score -2679878 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2680457.250000 Penalty: 4935.880371
	Iteration 8Q: 3 clusters Score -2680457 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2681133.250000 Penalty: 4935.880371
	Iteration 9Q: 3 clusters Score -2681133 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2681846.750000 Penalty: 4935.880371
	Iteration 10F: 3 clusters Score -2681847 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2682618.000000 Penalty: 4935.880371
	Iteration 11F: 3 clusters Score -2682618 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2683363.250000 Penalty: 4935.880371
	Iteration 12F: 3 clusters Score -2683363 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2683978.750000 Penalty: 4935.880371
	Iteration 13Q: 3 clusters Score -2683979 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2684439.500000 Penalty: 4935.880371
	Iteration 14Q: 3 clusters Score -2684440 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2684738.250000 Penalty: 4935.880371
	Iteration 15Q: 3 clusters Score -2684738 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2684942.250000 Penalty: 4935.880371
	Iteration 16Q: 3 clusters Score -2684942 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2685096.750000 Penalty: 4935.880371
	Iteration 17Q: 3 clusters Score -2685097 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2685217.750000 Penalty: 4935.880371
	Iteration 18Q: 3 clusters Score -2685218 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2685307.750000 Penalty: 4935.880371
	Iteration 19Q: 3 clusters Score -2685308 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2685378.250000 Penalty: 4935.880371
	Iteration 20F: 3 clusters Score -2685378 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2685438.000000 Penalty: 4935.880371
	Iteration 21Q: 3 clusters Score -2685438 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2685480.500000 Penalty: 4935.880371
	Iteration 22Q: 3 clusters Score -2685480 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2685514.000000 Penalty: 4935.880371
	Iteration 23Q: 3 clusters Score -2685514 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2685549.500000 Penalty: 4935.880371
	Iteration 24Q: 3 clusters Score -2685550 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2685584.250000 Penalty: 4935.880371
	Iteration 25Q: 3 clusters Score -2685584 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2685596.500000 Penalty: 4935.880371
	Iteration 26Q: 3 clusters Score -2685596 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2685610.500000 Penalty: 4935.880371
	Iteration 27Q: 3 clusters Score -2685610 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2685625.750000 Penalty: 4935.880371
	Iteration 28Q: 3 clusters Score -2685626 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2685639.750000 Penalty: 4935.880371
	Iteration 29Q: 3 clusters Score -2685640 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2685666.750000 Penalty: 4935.880371
	Iteration 30Q: 3 clusters Score -2685667 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2685677.750000 Penalty: 4935.880371
	Iteration 31Q: 3 clusters Score -2685678 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2685689.500000 Penalty: 4935.880371
	Iteration 32Q: 3 clusters Score -2685690 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2685708.250000 Penalty: 4935.880371
	Iteration 33Q: 3 clusters Score -2685708 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2685714.250000 Penalty: 4935.880371
	Iteration 34Q: 3 clusters Score -2685714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2685723.250000 Penalty: 4935.880371
	Iteration 35Q: 3 clusters Score -2685723 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2685732.000000 Penalty: 4935.880371
	Iteration 36Q: 3 clusters Score -2685732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2685727.250000 Penalty: 4935.880371
	Iteration 37Q: 3 clusters Score -2685727 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2685735.500000 Penalty: 4935.880371
	Iteration 38Q: 3 clusters Score -2685736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2685734.000000 Penalty: 4935.880371
	Iteration 39Q: 3 clusters Score -2685734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2685744.000000 Penalty: 4935.880371
	Iteration 40F: 3 clusters Score -2685744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2685743.750000 Penalty: 4935.880371
	Iteration 41Q: 3 clusters Score -2685744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2685745.000000 Penalty: 4935.880371
	Iteration 42Q: 3 clusters Score -2685745 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -2685745.750000 Penalty: 4935.880371
	Iteration 43Q: 3 clusters Score -2685746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2685750.750000 Penalty: 4935.880371
	Iteration 44Q: 3 clusters Score -2685751 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2685762.750000 Penalty: 4935.880371
	Iteration 45Q: 3 clusters Score -2685763 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2685766.250000 Penalty: 4935.880371
	Iteration 46Q: 3 clusters Score -2685766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2685772.000000 Penalty: 4935.880371
	Iteration 47Q: 3 clusters Score -2685772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2685771.750000 Penalty: 4935.880371
	Iteration 48Q: 3 clusters Score -2685772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2685771.750000 Penalty: 4935.880371
	Iteration 49Q: 3 clusters Score -2685772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2685773.750000 Penalty: 4935.880371
	Iteration 50Q: 3 clusters Score -2685774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2685787.250000 Penalty: 4935.880371
	Iteration 51Q: 3 clusters Score -2685787 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2685799.500000 Penalty: 4935.880371
	Iteration 52Q: 3 clusters Score -2685800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2685800.000000 Penalty: 4935.880371
	Iteration 53Q: 3 clusters Score -2685800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2685798.750000 Penalty: 4935.880371
	Iteration 54Q: 3 clusters Score -2685799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2685802.250000 Penalty: 4935.880371
	Iteration 55Q: 3 clusters Score -2685802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2685798.250000 Penalty: 4935.880371
	Iteration 56Q: 3 clusters Score -2685798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2685801.750000 Penalty: 4935.880371
	Iteration 57Q: 3 clusters Score -2685802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2685808.500000 Penalty: 4935.880371
	Iteration 58Q: 3 clusters Score -2685808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2685814.750000 Penalty: 4935.880371
	Iteration 59Q: 3 clusters Score -2685815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2685819.250000 Penalty: 4935.880371
	Iteration 60F: 3 clusters Score -2685819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2685816.000000 Penalty: 4935.880371
	Iteration 61Q: 3 clusters Score -2685816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2685821.250000 Penalty: 4935.880371
	Iteration 62Q: 3 clusters Score -2685821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2685825.500000 Penalty: 4935.880371
	Iteration 63Q: 3 clusters Score -2685826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2685827.750000 Penalty: 4935.880371
	Iteration 64Q: 3 clusters Score -2685828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2685825.500000 Penalty: 4935.880371
	Iteration 65Q: 3 clusters Score -2685826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2685820.250000 Penalty: 4935.880371
	Iteration 66Q: 3 clusters Score -2685820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2685819.250000 Penalty: 4935.880371
	Iteration 67Q: 3 clusters Score -2685819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2685817.000000 Penalty: 4935.880371
	Iteration 68Q: 3 clusters Score -2685817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2685824.500000 Penalty: 4935.880371
	Iteration 69Q: 3 clusters Score -2685824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2685829.000000 Penalty: 4935.880371
	Iteration 70Q: 3 clusters Score -2685829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2685827.750000 Penalty: 4935.880371
	Iteration 71Q: 3 clusters Score -2685828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2685829.250000 Penalty: 4935.880371
	Iteration 72Q: 3 clusters Score -2685829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2685836.750000 Penalty: 4935.880371
	Iteration 73Q: 3 clusters Score -2685837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2685832.000000 Penalty: 4935.880371
	Iteration 74Q: 3 clusters Score -2685832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2685834.500000 Penalty: 4935.880371
	Iteration 75Q: 3 clusters Score -2685834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2685835.250000 Penalty: 4935.880371
	Iteration 76Q: 3 clusters Score -2685835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2685833.500000 Penalty: 4935.880371
	Iteration 77Q: 3 clusters Score -2685834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2685833.500000 Penalty: 4935.880371
	Iteration 78F: 3 clusters Score -2685834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -286975.093750 Penalty: 1919.684814
	Iteration 0F: 2 clusters Score -286975.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -284190.156250 Penalty: 3839.369629
	Iteration 0F: 3 clusters Score -284190.2 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -284815.156250 Penalty: 3839.369629
	Iteration 1F: 3 clusters Score -284815.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -285008.343750 Penalty: 3839.369629
	Iteration 2F: 3 clusters Score -285008.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -285155.343750 Penalty: 3839.369629
	Iteration 3F: 3 clusters Score -285155.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -285320.031250 Penalty: 3839.369629
	Iteration 4F: 3 clusters Score -285320 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -285449.562500 Penalty: 3839.369629
	Iteration 5Q: 3 clusters Score -285449.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -285562.843750 Penalty: 3839.369629
	Iteration 6Q: 3 clusters Score -285562.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -285653.500000 Penalty: 3839.369629
	Iteration 7Q: 3 clusters Score -285653.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -285734.687500 Penalty: 3839.369629
	Iteration 8Q: 3 clusters Score -285734.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -285808.812500 Penalty: 3839.369629
	Iteration 9Q: 3 clusters Score -285808.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -285861.687500 Penalty: 3839.369629
	Iteration 10Q: 3 clusters Score -285861.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -285903.250000 Penalty: 3839.369629
	Iteration 11Q: 3 clusters Score -285903.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -285933.625000 Penalty: 3839.369629
	Iteration 12Q: 3 clusters Score -285933.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -285959.875000 Penalty: 3839.369629
	Iteration 13Q: 3 clusters Score -285959.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -285982.062500 Penalty: 3839.369629
	Iteration 14Q: 3 clusters Score -285982.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -285995.562500 Penalty: 3839.369629
	Iteration 15Q: 3 clusters Score -285995.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -286007.437500 Penalty: 3839.369629
	Iteration 16Q: 3 clusters Score -286007.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -286017.312500 Penalty: 3839.369629
	Iteration 17Q: 3 clusters Score -286017.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -286026.968750 Penalty: 3839.369629
	Iteration 18Q: 3 clusters Score -286027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -286036.250000 Penalty: 3839.369629
	Iteration 19Q: 3 clusters Score -286036.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -286045.156250 Penalty: 3839.369629
	Iteration 20F: 3 clusters Score -286045.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -286050.000000 Penalty: 3839.369629
	Iteration 21Q: 3 clusters Score -286050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -286055.625000 Penalty: 3839.369629
	Iteration 22Q: 3 clusters Score -286055.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -286058.281250 Penalty: 3839.369629
	Iteration 23Q: 3 clusters Score -286058.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -286066.437500 Penalty: 3839.369629
	Iteration 24Q: 3 clusters Score -286066.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -286075.000000 Penalty: 3839.369629
	Iteration 25Q: 3 clusters Score -286075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -286081.250000 Penalty: 3839.369629
	Iteration 26Q: 3 clusters Score -286081.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -286088.531250 Penalty: 3839.369629
	Iteration 27Q: 3 clusters Score -286088.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -286094.656250 Penalty: 3839.369629
	Iteration 28Q: 3 clusters Score -286094.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -286098.406250 Penalty: 3839.369629
	Iteration 29Q: 3 clusters Score -286098.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -286101.218750 Penalty: 3839.369629
	Iteration 30Q: 3 clusters Score -286101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -286103.093750 Penalty: 3839.369629
	Iteration 31Q: 3 clusters Score -286103.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -286104.687500 Penalty: 3839.369629
	Iteration 32Q: 3 clusters Score -286104.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -286105.156250 Penalty: 3839.369629
	Iteration 33Q: 3 clusters Score -286105.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -286105.156250 Penalty: 3839.369629
	Iteration 34F: 3 clusters Score -286105.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -654833.437500 Penalty: 2104.197998
	Iteration 0F: 2 clusters Score -654833.4 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 2457 members 
Entering Unmasked Estep 
Score: -650313.562500 Penalty: 4208.395996
	Iteration 0F: 3 clusters Score -650313.6 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -651320.250000 Penalty: 4208.395996
	Iteration 1F: 3 clusters Score -651320.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -651557.500000 Penalty: 4208.395996
	Iteration 2F: 3 clusters Score -651557.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -651753.687500 Penalty: 4208.395996
	Iteration 3F: 3 clusters Score -651753.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -651949.625000 Penalty: 4208.395996
	Iteration 4F: 3 clusters Score -651949.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -652185.250000 Penalty: 4208.395996
	Iteration 5Q: 3 clusters Score -652185.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -652461.500000 Penalty: 4208.395996
	Iteration 6Q: 3 clusters Score -652461.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -652767.375000 Penalty: 4208.395996
	Iteration 7F: 3 clusters Score -652767.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -653028.812500 Penalty: 4208.395996
	Iteration 8F: 3 clusters Score -653028.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -653203.687500 Penalty: 4208.395996
	Iteration 9Q: 3 clusters Score -653203.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -653380.312500 Penalty: 4208.395996
	Iteration 10Q: 3 clusters Score -653380.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -653543.750000 Penalty: 4208.395996
	Iteration 11Q: 3 clusters Score -653543.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -653671.562500 Penalty: 4208.395996
	Iteration 12Q: 3 clusters Score -653671.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -653778.687500 Penalty: 4208.395996
	Iteration 13Q: 3 clusters Score -653778.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -653850.937500 Penalty: 4208.395996
	Iteration 14Q: 3 clusters Score -653850.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -653897.125000 Penalty: 4208.395996
	Iteration 15Q: 3 clusters Score -653897.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -653940.000000 Penalty: 4208.395996
	Iteration 16Q: 3 clusters Score -653940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -653973.687500 Penalty: 4208.395996
	Iteration 17Q: 3 clusters Score -653973.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -653997.750000 Penalty: 4208.395996
	Iteration 18Q: 3 clusters Score -653997.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -654007.250000 Penalty: 4208.395996
	Iteration 19Q: 3 clusters Score -654007.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -654017.187500 Penalty: 4208.395996
	Iteration 20F: 3 clusters Score -654017.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -654021.687500 Penalty: 4208.395996
	Iteration 21Q: 3 clusters Score -654021.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -654026.250000 Penalty: 4208.395996
	Iteration 22Q: 3 clusters Score -654026.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -654029.687500 Penalty: 4208.395996
	Iteration 23Q: 3 clusters Score -654029.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -654034.062500 Penalty: 4208.395996
	Iteration 24Q: 3 clusters Score -654034.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -654038.937500 Penalty: 4208.395996
	Iteration 25Q: 3 clusters Score -654038.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -654042.000000 Penalty: 4208.395996
	Iteration 26Q: 3 clusters Score -654042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -654042.500000 Penalty: 4208.395996
	Iteration 27Q: 3 clusters Score -654042.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -654042.500000 Penalty: 4208.395996
	Iteration 28F: 3 clusters Score -654042.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Entering Unmasked Estep 
Score: -1503427.250000 Penalty: 2314.123047
	Iteration 0F: 2 clusters Score -1503427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1494854.125000 Penalty: 4628.246094
	Iteration 0F: 3 clusters Score -1494854 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1497657.750000 Penalty: 4628.246094
	Iteration 1F: 3 clusters Score -1497658 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1498190.875000 Penalty: 4628.246094
	Iteration 2F: 3 clusters Score -1498191 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1498703.125000 Penalty: 4628.246094
	Iteration 3F: 3 clusters Score -1498703 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1499208.375000 Penalty: 4628.246094
	Iteration 4F: 3 clusters Score -1499208 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1499767.000000 Penalty: 4628.246094
	Iteration 5F: 3 clusters Score -1499767 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1500378.625000 Penalty: 4628.246094
	Iteration 6F: 3 clusters Score -1500379 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1500867.625000 Penalty: 4628.246094
	Iteration 7F: 3 clusters Score -1500868 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1501242.375000 Penalty: 4628.246094
	Iteration 8Q: 3 clusters Score -1501242 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1501493.750000 Penalty: 4628.246094
	Iteration 9Q: 3 clusters Score -1501494 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1501689.625000 Penalty: 4628.246094
	Iteration 10Q: 3 clusters Score -1501690 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1501876.375000 Penalty: 4628.246094
	Iteration 11Q: 3 clusters Score -1501876 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1502047.625000 Penalty: 4628.246094
	Iteration 12Q: 3 clusters Score -1502048 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1502180.875000 Penalty: 4628.246094
	Iteration 13Q: 3 clusters Score -1502181 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1502283.250000 Penalty: 4628.246094
	Iteration 14Q: 3 clusters Score -1502283 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1502373.625000 Penalty: 4628.246094
	Iteration 15Q: 3 clusters Score -1502374 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1502441.500000 Penalty: 4628.246094
	Iteration 16Q: 3 clusters Score -1502442 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1502505.875000 Penalty: 4628.246094
	Iteration 17Q: 3 clusters Score -1502506 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1502568.000000 Penalty: 4628.246094
	Iteration 18Q: 3 clusters Score -1502568 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1502621.625000 Penalty: 4628.246094
	Iteration 19Q: 3 clusters Score -1502622 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1502662.250000 Penalty: 4628.246094
	Iteration 20F: 3 clusters Score -1502662 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1502702.625000 Penalty: 4628.246094
	Iteration 21Q: 3 clusters Score -1502703 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1502741.375000 Penalty: 4628.246094
	Iteration 22Q: 3 clusters Score -1502741 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1502773.500000 Penalty: 4628.246094
	Iteration 23Q: 3 clusters Score -1502774 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1502793.500000 Penalty: 4628.246094
	Iteration 24Q: 3 clusters Score -1502794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1502808.500000 Penalty: 4628.246094
	Iteration 25Q: 3 clusters Score -1502808 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1502828.125000 Penalty: 4628.246094
	Iteration 26Q: 3 clusters Score -1502828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1502844.625000 Penalty: 4628.246094
	Iteration 27Q: 3 clusters Score -1502845 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1502862.000000 Penalty: 4628.246094
	Iteration 28Q: 3 clusters Score -1502862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1502873.500000 Penalty: 4628.246094
	Iteration 29Q: 3 clusters Score -1502874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1502883.625000 Penalty: 4628.246094
	Iteration 30Q: 3 clusters Score -1502884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1502889.750000 Penalty: 4628.246094
	Iteration 31Q: 3 clusters Score -1502890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1502899.625000 Penalty: 4628.246094
	Iteration 32Q: 3 clusters Score -1502900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1502898.375000 Penalty: 4628.246094
	Iteration 33Q: 3 clusters Score -1502898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1502905.250000 Penalty: 4628.246094
	Iteration 34Q: 3 clusters Score -1502905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1502908.125000 Penalty: 4628.246094
	Iteration 35Q: 3 clusters Score -1502908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1502912.875000 Penalty: 4628.246094
	Iteration 36Q: 3 clusters Score -1502913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1502918.875000 Penalty: 4628.246094
	Iteration 37Q: 3 clusters Score -1502919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1502928.125000 Penalty: 4628.246094
	Iteration 38Q: 3 clusters Score -1502928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1502931.375000 Penalty: 4628.246094
	Iteration 39Q: 3 clusters Score -1502931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1502938.500000 Penalty: 4628.246094
	Iteration 40F: 3 clusters Score -1502938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1502940.250000 Penalty: 4628.246094
	Iteration 41Q: 3 clusters Score -1502940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1502940.375000 Penalty: 4628.246094
	Iteration 42Q: 3 clusters Score -1502940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1502940.250000 Penalty: 4628.246094
	Iteration 43Q: 3 clusters Score -1502940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1502942.250000 Penalty: 4628.246094
	Iteration 44Q: 3 clusters Score -1502942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1502945.750000 Penalty: 4628.246094
	Iteration 45Q: 3 clusters Score -1502946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1502943.375000 Penalty: 4628.246094
	Iteration 46Q: 3 clusters Score -1502943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1502944.500000 Penalty: 4628.246094
	Iteration 47Q: 3 clusters Score -1502944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1502944.500000 Penalty: 4628.246094
	Iteration 48F: 3 clusters Score -1502944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -179671.484375 Penalty: 1835.202393
	Iteration 0F: 2 clusters Score -179671.5 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 842 members 
Entering Unmasked Estep 
Score: -177373.046875 Penalty: 3670.404785
	Iteration 0F: 3 clusters Score -177373 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -177950.937500 Penalty: 3670.404785
	Iteration 1F: 3 clusters Score -177950.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -178229.390625 Penalty: 3670.404785
	Iteration 2F: 3 clusters Score -178229.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -178572.828125 Penalty: 3670.404785
	Iteration 3F: 3 clusters Score -178572.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -178868.265625 Penalty: 3670.404785
	Iteration 4F: 3 clusters Score -178868.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -179079.531250 Penalty: 3670.404785
	Iteration 5F: 3 clusters Score -179079.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -179190.109375 Penalty: 3670.404785
	Iteration 6F: 3 clusters Score -179190.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -179268.515625 Penalty: 3670.404785
	Iteration 7Q: 3 clusters Score -179268.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -179368.484375 Penalty: 3670.404785
	Iteration 8Q: 3 clusters Score -179368.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -179453.046875 Penalty: 3670.404785
	Iteration 9Q: 3 clusters Score -179453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -179527.875000 Penalty: 3670.404785
	Iteration 10Q: 3 clusters Score -179527.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -179555.562500 Penalty: 3670.404785
	Iteration 11Q: 3 clusters Score -179555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -179564.640625 Penalty: 3670.404785
	Iteration 12Q: 3 clusters Score -179564.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -179571.437500 Penalty: 3670.404785
	Iteration 13Q: 3 clusters Score -179571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -179576.546875 Penalty: 3670.404785
	Iteration 14Q: 3 clusters Score -179576.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -179578.843750 Penalty: 3670.404785
	Iteration 15Q: 3 clusters Score -179578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -179579.890625 Penalty: 3670.404785
	Iteration 16Q: 3 clusters Score -179579.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -179579.890625 Penalty: 3670.404785
	Iteration 17F: 3 clusters Score -179579.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Entering Unmasked Estep 
Score: -5188677.000000 Penalty: 2610.779785
	Iteration 0F: 2 clusters Score -5188677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -5163322.500000 Penalty: 5221.559570
	Iteration 0F: 3 clusters Score -5163322 nChanged 17050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -5172756.000000 Penalty: 5221.559570
	Iteration 1F: 3 clusters Score -5172756 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -5173191.000000 Penalty: 5221.559570
	Iteration 2Q: 3 clusters Score -5173191 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -5173551.000000 Penalty: 5221.559570
	Iteration 3Q: 3 clusters Score -5173551 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -5173835.000000 Penalty: 5221.559570
	Iteration 4Q: 3 clusters Score -5173835 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -5174167.500000 Penalty: 5221.559570
	Iteration 5Q: 3 clusters Score -5174168 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -5174540.500000 Penalty: 5221.559570
	Iteration 6Q: 3 clusters Score -5174540 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -5175006.000000 Penalty: 5221.559570
	Iteration 7Q: 3 clusters Score -5175006 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -5175638.000000 Penalty: 5221.559570
	Iteration 8Q: 3 clusters Score -5175638 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -5176579.000000 Penalty: 5221.559570
	Iteration 9Q: 3 clusters Score -5176579 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -5177879.500000 Penalty: 5221.559570
	Iteration 10F: 3 clusters Score -5177880 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -5179579.500000 Penalty: 5221.559570
	Iteration 11F: 3 clusters Score -5179580 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -5181661.500000 Penalty: 5221.559570
	Iteration 12F: 3 clusters Score -5181662 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -5183564.000000 Penalty: 5221.559570
	Iteration 13F: 3 clusters Score -5183564 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -5184917.000000 Penalty: 5221.559570
	Iteration 14Q: 3 clusters Score -5184917 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -5185749.000000 Penalty: 5221.559570
	Iteration 15Q: 3 clusters Score -5185749 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -5186163.500000 Penalty: 5221.559570
	Iteration 16Q: 3 clusters Score -5186164 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -5186371.500000 Penalty: 5221.559570
	Iteration 17Q: 3 clusters Score -5186372 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -5186502.000000 Penalty: 5221.559570
	Iteration 18Q: 3 clusters Score -5186502 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -5186579.500000 Penalty: 5221.559570
	Iteration 19Q: 3 clusters Score -5186580 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -5186622.000000 Penalty: 5221.559570
	Iteration 20F: 3 clusters Score -5186622 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -5186645.500000 Penalty: 5221.559570
	Iteration 21Q: 3 clusters Score -5186646 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -5186682.000000 Penalty: 5221.559570
	Iteration 22Q: 3 clusters Score -5186682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -5186688.000000 Penalty: 5221.559570
	Iteration 23Q: 3 clusters Score -5186688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -5186693.000000 Penalty: 5221.559570
	Iteration 24Q: 3 clusters Score -5186693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -5186700.000000 Penalty: 5221.559570
	Iteration 25Q: 3 clusters Score -5186700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -5186706.000000 Penalty: 5221.559570
	Iteration 26Q: 3 clusters Score -5186706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -5186718.500000 Penalty: 5221.559570
	Iteration 27Q: 3 clusters Score -5186718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -5186719.500000 Penalty: 5221.559570
	Iteration 28Q: 3 clusters Score -5186720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -5186719.500000 Penalty: 5221.559570
	Iteration 29Q: 3 clusters Score -5186720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -5186722.500000 Penalty: 5221.559570
	Iteration 30Q: 3 clusters Score -5186722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -5186721.500000 Penalty: 5221.559570
	Iteration 31Q: 3 clusters Score -5186722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -5186719.000000 Penalty: 5221.559570
	Iteration 32Q: 3 clusters Score -5186719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -5186727.500000 Penalty: 5221.559570
	Iteration 33Q: 3 clusters Score -5186728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -5186729.000000 Penalty: 5221.559570
	Iteration 34Q: 3 clusters Score -5186729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -5186736.500000 Penalty: 5221.559570
	Iteration 35Q: 3 clusters Score -5186736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -5186734.000000 Penalty: 5221.559570
	Iteration 36Q: 3 clusters Score -5186734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -5186741.000000 Penalty: 5221.559570
	Iteration 37Q: 3 clusters Score -5186741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -5186752.000000 Penalty: 5221.559570
	Iteration 38Q: 3 clusters Score -5186752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -5186755.500000 Penalty: 5221.559570
	Iteration 39Q: 3 clusters Score -5186756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -5186757.000000 Penalty: 5221.559570
	Iteration 40F: 3 clusters Score -5186757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -5186760.500000 Penalty: 5221.559570
	Iteration 41Q: 3 clusters Score -5186760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -5186767.000000 Penalty: 5221.559570
	Iteration 42Q: 3 clusters Score -5186767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -5186771.000000 Penalty: 5221.559570
	Iteration 43Q: 3 clusters Score -5186771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -5186769.500000 Penalty: 5221.559570
	Iteration 44Q: 3 clusters Score -5186770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -5186774.000000 Penalty: 5221.559570
	Iteration 45Q: 3 clusters Score -5186774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -5186771.000000 Penalty: 5221.559570
	Iteration 46Q: 3 clusters Score -5186771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -5186772.000000 Penalty: 5221.559570
	Iteration 47Q: 3 clusters Score -5186772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -5186772.000000 Penalty: 5221.559570
	Iteration 48Q: 3 clusters Score -5186772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -5186772.000000 Penalty: 5221.559570
	Iteration 49F: 3 clusters Score -5186772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Entering Unmasked Estep 
Score: -1250854.375000 Penalty: 2268.502441
	Iteration 0F: 2 clusters Score -1250854 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 4701 members 
Entering Unmasked Estep 
Score: -1243573.750000 Penalty: 4537.004883
	Iteration 0F: 3 clusters Score -1243574 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1245659.000000 Penalty: 4537.004883
	Iteration 1F: 3 clusters Score -1245659 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1246046.000000 Penalty: 4537.004883
	Iteration 2F: 3 clusters Score -1246046 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1246414.500000 Penalty: 4537.004883
	Iteration 3F: 3 clusters Score -1246414 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1246744.875000 Penalty: 4537.004883
	Iteration 4F: 3 clusters Score -1246745 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1247051.250000 Penalty: 4537.004883
	Iteration 5F: 3 clusters Score -1247051 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1247341.250000 Penalty: 4537.004883
	Iteration 6F: 3 clusters Score -1247341 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1247634.250000 Penalty: 4537.004883
	Iteration 7Q: 3 clusters Score -1247634 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1247893.875000 Penalty: 4537.004883
	Iteration 8Q: 3 clusters Score -1247894 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1248114.375000 Penalty: 4537.004883
	Iteration 9Q: 3 clusters Score -1248114 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1248332.875000 Penalty: 4537.004883
	Iteration 10Q: 3 clusters Score -1248333 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1248515.250000 Penalty: 4537.004883
	Iteration 11Q: 3 clusters Score -1248515 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1248655.000000 Penalty: 4537.004883
	Iteration 12Q: 3 clusters Score -1248655 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1248786.750000 Penalty: 4537.004883
	Iteration 13Q: 3 clusters Score -1248787 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1248919.375000 Penalty: 4537.004883
	Iteration 14Q: 3 clusters Score -1248919 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1249018.375000 Penalty: 4537.004883
	Iteration 15Q: 3 clusters Score -1249018 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1249119.500000 Penalty: 4537.004883
	Iteration 16Q: 3 clusters Score -1249120 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1249210.375000 Penalty: 4537.004883
	Iteration 17Q: 3 clusters Score -1249210 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1249278.500000 Penalty: 4537.004883
	Iteration 18Q: 3 clusters Score -1249278 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1249351.250000 Penalty: 4537.004883
	Iteration 19Q: 3 clusters Score -1249351 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1249412.750000 Penalty: 4537.004883
	Iteration 20F: 3 clusters Score -1249413 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1249462.500000 Penalty: 4537.004883
	Iteration 21Q: 3 clusters Score -1249462 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1249518.500000 Penalty: 4537.004883
	Iteration 22Q: 3 clusters Score -1249518 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1249580.625000 Penalty: 4537.004883
	Iteration 23Q: 3 clusters Score -1249581 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1249644.375000 Penalty: 4537.004883
	Iteration 24Q: 3 clusters Score -1249644 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1249700.000000 Penalty: 4537.004883
	Iteration 25Q: 3 clusters Score -1249700 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1249752.500000 Penalty: 4537.004883
	Iteration 26Q: 3 clusters Score -1249752 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1249805.875000 Penalty: 4537.004883
	Iteration 27Q: 3 clusters Score -1249806 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1249845.750000 Penalty: 4537.004883
	Iteration 28Q: 3 clusters Score -1249846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1249882.625000 Penalty: 4537.004883
	Iteration 29Q: 3 clusters Score -1249883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1249906.750000 Penalty: 4537.004883
	Iteration 30Q: 3 clusters Score -1249907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1249941.500000 Penalty: 4537.004883
	Iteration 31Q: 3 clusters Score -1249942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1249976.375000 Penalty: 4537.004883
	Iteration 32Q: 3 clusters Score -1249976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1250013.625000 Penalty: 4537.004883
	Iteration 33Q: 3 clusters Score -1250014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1250056.375000 Penalty: 4537.004883
	Iteration 34Q: 3 clusters Score -1250056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1250084.375000 Penalty: 4537.004883
	Iteration 35Q: 3 clusters Score -1250084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1250098.250000 Penalty: 4537.004883
	Iteration 36Q: 3 clusters Score -1250098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1250112.375000 Penalty: 4537.004883
	Iteration 37Q: 3 clusters Score -1250112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1250122.625000 Penalty: 4537.004883
	Iteration 38Q: 3 clusters Score -1250123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1250132.125000 Penalty: 4537.004883
	Iteration 39Q: 3 clusters Score -1250132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1250141.875000 Penalty: 4537.004883
	Iteration 40F: 3 clusters Score -1250142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1250148.500000 Penalty: 4537.004883
	Iteration 41Q: 3 clusters Score -1250148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1250150.000000 Penalty: 4537.004883
	Iteration 42Q: 3 clusters Score -1250150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1250154.875000 Penalty: 4537.004883
	Iteration 43Q: 3 clusters Score -1250155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1250156.750000 Penalty: 4537.004883
	Iteration 44Q: 3 clusters Score -1250157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1250160.125000 Penalty: 4537.004883
	Iteration 45Q: 3 clusters Score -1250160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1250162.500000 Penalty: 4537.004883
	Iteration 46Q: 3 clusters Score -1250162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1250162.500000 Penalty: 4537.004883
	Iteration 47F: 3 clusters Score -1250162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Entering Unmasked Estep 
Score: -274443.468750 Penalty: 1886.260620
	Iteration 0F: 2 clusters Score -274443.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -271846.218750 Penalty: 3772.521240
	Iteration 0F: 3 clusters Score -271846.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -272330.625000 Penalty: 3772.521240
	Iteration 1F: 3 clusters Score -272330.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -272460.687500 Penalty: 3772.521240
	Iteration 2F: 3 clusters Score -272460.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -272542.906250 Penalty: 3772.521240
	Iteration 3Q: 3 clusters Score -272542.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -272617.062500 Penalty: 3772.521240
	Iteration 4Q: 3 clusters Score -272617.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -272675.031250 Penalty: 3772.521240
	Iteration 5Q: 3 clusters Score -272675 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -272730.281250 Penalty: 3772.521240
	Iteration 6Q: 3 clusters Score -272730.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -272789.781250 Penalty: 3772.521240
	Iteration 7Q: 3 clusters Score -272789.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -272911.468750 Penalty: 3772.521240
	Iteration 8Q: 3 clusters Score -272911.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -272992.656250 Penalty: 3772.521240
	Iteration 9Q: 3 clusters Score -272992.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -273039.656250 Penalty: 3772.521240
	Iteration 10Q: 3 clusters Score -273039.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -273095.750000 Penalty: 3772.521240
	Iteration 11Q: 3 clusters Score -273095.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -273147.375000 Penalty: 3772.521240
	Iteration 12Q: 3 clusters Score -273147.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -273202.843750 Penalty: 3772.521240
	Iteration 13Q: 3 clusters Score -273202.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -273244.125000 Penalty: 3772.521240
	Iteration 14Q: 3 clusters Score -273244.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -273272.562500 Penalty: 3772.521240
	Iteration 15Q: 3 clusters Score -273272.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -273292.187500 Penalty: 3772.521240
	Iteration 16Q: 3 clusters Score -273292.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -273310.750000 Penalty: 3772.521240
	Iteration 17Q: 3 clusters Score -273310.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -273323.937500 Penalty: 3772.521240
	Iteration 18Q: 3 clusters Score -273323.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -273336.625000 Penalty: 3772.521240
	Iteration 19Q: 3 clusters Score -273336.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -273349.375000 Penalty: 3772.521240
	Iteration 20F: 3 clusters Score -273349.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -273363.000000 Penalty: 3772.521240
	Iteration 21Q: 3 clusters Score -273363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -273377.218750 Penalty: 3772.521240
	Iteration 22Q: 3 clusters Score -273377.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -273390.656250 Penalty: 3772.521240
	Iteration 23Q: 3 clusters Score -273390.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -273402.125000 Penalty: 3772.521240
	Iteration 24Q: 3 clusters Score -273402.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -273415.875000 Penalty: 3772.521240
	Iteration 25Q: 3 clusters Score -273415.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -273425.906250 Penalty: 3772.521240
	Iteration 26Q: 3 clusters Score -273425.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -273436.281250 Penalty: 3772.521240
	Iteration 27Q: 3 clusters Score -273436.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -273446.781250 Penalty: 3772.521240
	Iteration 28Q: 3 clusters Score -273446.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -273458.843750 Penalty: 3772.521240
	Iteration 29Q: 3 clusters Score -273458.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -273467.250000 Penalty: 3772.521240
	Iteration 30Q: 3 clusters Score -273467.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -273474.843750 Penalty: 3772.521240
	Iteration 31Q: 3 clusters Score -273474.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -273480.093750 Penalty: 3772.521240
	Iteration 32Q: 3 clusters Score -273480.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -273483.187500 Penalty: 3772.521240
	Iteration 33Q: 3 clusters Score -273483.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -273483.187500 Penalty: 3772.521240
	Iteration 34F: 3 clusters Score -273483.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (167207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167207 members 
Entering Unmasked Estep 
Score: -22859494.000000 Penalty: 2982.693115
	Iteration 0F: 2 clusters Score -2.285949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83654 members 
Mstep: Class 2 contains 83553 members 
Entering Unmasked Estep 
Score: -22747750.000000 Penalty: 5965.386230
	Iteration 0F: 3 clusters Score -2.274775e+07 nChanged 80014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 84189 members 
Entering Unmasked Estep 
Score: -22794102.000000 Penalty: 5965.386230
	Iteration 1F: 3 clusters Score -2.27941e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82902 members 
Mstep: Class 2 contains 84305 members 
Entering Unmasked Estep 
Score: -22794916.000000 Penalty: 5965.386230
	Iteration 2Q: 3 clusters Score -2.279492e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82956 members 
Mstep: Class 2 contains 84251 members 
Entering Unmasked Estep 
Score: -22796052.000000 Penalty: 5965.386230
	Iteration 3Q: 3 clusters Score -2.279605e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83121 members 
Mstep: Class 2 contains 84086 members 
Entering Unmasked Estep 
Score: -22797218.000000 Penalty: 5965.386230
	Iteration 4Q: 3 clusters Score -2.279722e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83387 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -22798932.000000 Penalty: 5965.386230
	Iteration 5Q: 3 clusters Score -2.279893e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83913 members 
Mstep: Class 2 contains 83294 members 
Entering Unmasked Estep 
Score: -22800776.000000 Penalty: 5965.386230
	Iteration 6Q: 3 clusters Score -2.280078e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84891 members 
Mstep: Class 2 contains 82316 members 
Entering Unmasked Estep 
Score: -22803036.000000 Penalty: 5965.386230
	Iteration 7Q: 3 clusters Score -2.280304e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86461 members 
Mstep: Class 2 contains 80746 members 
Entering Unmasked Estep 
Score: -22806324.000000 Penalty: 5965.386230
	Iteration 8Q: 3 clusters Score -2.280632e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89003 members 
Mstep: Class 2 contains 78204 members 
Entering Unmasked Estep 
Score: -22810886.000000 Penalty: 5965.386230
	Iteration 9Q: 3 clusters Score -2.281089e+07 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92399 members 
Mstep: Class 2 contains 74808 members 
Entering Unmasked Estep 
Score: -22816780.000000 Penalty: 5965.386230
	Iteration 10F: 3 clusters Score -2.281678e+07 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96089 members 
Mstep: Class 2 contains 71118 members 
Entering Unmasked Estep 
Score: -22823032.000000 Penalty: 5965.386230
	Iteration 11F: 3 clusters Score -2.282303e+07 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99487 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -22827456.000000 Penalty: 5965.386230
	Iteration 12F: 3 clusters Score -2.282746e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102386 members 
Mstep: Class 2 contains 64821 members 
Entering Unmasked Estep 
Score: -22829986.000000 Penalty: 5965.386230
	Iteration 13Q: 3 clusters Score -2.282999e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105020 members 
Mstep: Class 2 contains 62187 members 
Entering Unmasked Estep 
Score: -22831346.000000 Penalty: 5965.386230
	Iteration 14Q: 3 clusters Score -2.283135e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 59720 members 
Entering Unmasked Estep 
Score: -22832104.000000 Penalty: 5965.386230
	Iteration 15Q: 3 clusters Score -2.28321e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109900 members 
Mstep: Class 2 contains 57307 members 
Entering Unmasked Estep 
Score: -22832726.000000 Penalty: 5965.386230
	Iteration 16Q: 3 clusters Score -2.283273e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112290 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -22833224.000000 Penalty: 5965.386230
	Iteration 17Q: 3 clusters Score -2.283322e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114790 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -22833848.000000 Penalty: 5965.386230
	Iteration 18Q: 3 clusters Score -2.283385e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117405 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -22834678.000000 Penalty: 5965.386230
	Iteration 19Q: 3 clusters Score -2.283468e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120134 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -22835352.000000 Penalty: 5965.386230
	Iteration 20F: 3 clusters Score -2.283535e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122929 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -22836010.000000 Penalty: 5965.386230
	Iteration 21Q: 3 clusters Score -2.283601e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125757 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -22836912.000000 Penalty: 5965.386230
	Iteration 22Q: 3 clusters Score -2.283691e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128788 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -22838136.000000 Penalty: 5965.386230
	Iteration 23Q: 3 clusters Score -2.283814e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131946 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -22839306.000000 Penalty: 5965.386230
	Iteration 24Q: 3 clusters Score -2.283931e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135123 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -22840610.000000 Penalty: 5965.386230
	Iteration 25Q: 3 clusters Score -2.284061e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138433 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -22841912.000000 Penalty: 5965.386230
	Iteration 26Q: 3 clusters Score -2.284191e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141716 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -22843232.000000 Penalty: 5965.386230
	Iteration 27Q: 3 clusters Score -2.284323e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144992 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -22844788.000000 Penalty: 5965.386230
	Iteration 28Q: 3 clusters Score -2.284479e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148174 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -22846288.000000 Penalty: 5965.386230
	Iteration 29Q: 3 clusters Score -2.284629e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151266 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -22847988.000000 Penalty: 5965.386230
	Iteration 30Q: 3 clusters Score -2.284799e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154181 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -22849550.000000 Penalty: 5965.386230
	Iteration 31Q: 3 clusters Score -2.284955e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156873 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -22851342.000000 Penalty: 5965.386230
	Iteration 32Q: 3 clusters Score -2.285134e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159252 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -22852806.000000 Penalty: 5965.386230
	Iteration 33Q: 3 clusters Score -2.285281e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161197 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -22854066.000000 Penalty: 5965.386230
	Iteration 34Q: 3 clusters Score -2.285407e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162721 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -22854932.000000 Penalty: 5965.386230
	Iteration 35Q: 3 clusters Score -2.285493e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163820 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -22855624.000000 Penalty: 5965.386230
	Iteration 36Q: 3 clusters Score -2.285562e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164659 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -22856152.000000 Penalty: 5965.386230
	Iteration 37Q: 3 clusters Score -2.285615e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165192 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -22856474.000000 Penalty: 5965.386230
	Iteration 38Q: 3 clusters Score -2.285647e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165541 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -22856670.000000 Penalty: 5965.386230
	Iteration 39Q: 3 clusters Score -2.285667e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165770 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -22856816.000000 Penalty: 5965.386230
	Iteration 40F: 3 clusters Score -2.285682e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165930 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -22856954.000000 Penalty: 5965.386230
	Iteration 41Q: 3 clusters Score -2.285695e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166042 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -22857064.000000 Penalty: 5965.386230
	Iteration 42Q: 3 clusters Score -2.285706e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166116 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -22857096.000000 Penalty: 5965.386230
	Iteration 43Q: 3 clusters Score -2.28571e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166156 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -22857106.000000 Penalty: 5965.386230
	Iteration 44Q: 3 clusters Score -2.285711e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166181 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -22857120.000000 Penalty: 5965.386230
	Iteration 45Q: 3 clusters Score -2.285712e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166201 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -22857114.000000 Penalty: 5965.386230
	Iteration 46Q: 3 clusters Score -2.285711e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166219 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -22857132.000000 Penalty: 5965.386230
	Iteration 47Q: 3 clusters Score -2.285713e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166233 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -22857128.000000 Penalty: 5965.386230
	Iteration 48Q: 3 clusters Score -2.285713e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166250 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -22857132.000000 Penalty: 5965.386230
	Iteration 49Q: 3 clusters Score -2.285713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166255 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -22857112.000000 Penalty: 5965.386230
	Iteration 50Q: 3 clusters Score -2.285711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166263 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -22857126.000000 Penalty: 5965.386230
	Iteration 51Q: 3 clusters Score -2.285713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166270 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -22857122.000000 Penalty: 5965.386230
	Iteration 52Q: 3 clusters Score -2.285712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166278 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -22857124.000000 Penalty: 5965.386230
	Iteration 53Q: 3 clusters Score -2.285712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166279 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -22857118.000000 Penalty: 5965.386230
	Iteration 54Q: 3 clusters Score -2.285712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166283 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -22857132.000000 Penalty: 5965.386230
	Iteration 55Q: 3 clusters Score -2.285713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166283 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -22857132.000000 Penalty: 5965.386230
	Iteration 56F: 3 clusters Score -2.285713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Entering Unmasked Estep 
Score: -694089.125000 Penalty: 2126.995117
	Iteration 0F: 2 clusters Score -694089.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -689371.687500 Penalty: 4253.990234
	Iteration 0F: 3 clusters Score -689371.7 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -690577.437500 Penalty: 4253.990234
	Iteration 1F: 3 clusters Score -690577.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -690813.187500 Penalty: 4253.990234
	Iteration 2F: 3 clusters Score -690813.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -690953.375000 Penalty: 4253.990234
	Iteration 3Q: 3 clusters Score -690953.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -691077.750000 Penalty: 4253.990234
	Iteration 4Q: 3 clusters Score -691077.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -691176.937500 Penalty: 4253.990234
	Iteration 5Q: 3 clusters Score -691176.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -691264.375000 Penalty: 4253.990234
	Iteration 6Q: 3 clusters Score -691264.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -691345.250000 Penalty: 4253.990234
	Iteration 7Q: 3 clusters Score -691345.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -691442.687500 Penalty: 4253.990234
	Iteration 8Q: 3 clusters Score -691442.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -691526.562500 Penalty: 4253.990234
	Iteration 9Q: 3 clusters Score -691526.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -691623.187500 Penalty: 4253.990234
	Iteration 10Q: 3 clusters Score -691623.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -691722.437500 Penalty: 4253.990234
	Iteration 11Q: 3 clusters Score -691722.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -691835.125000 Penalty: 4253.990234
	Iteration 12Q: 3 clusters Score -691835.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -691943.125000 Penalty: 4253.990234
	Iteration 13Q: 3 clusters Score -691943.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -692032.750000 Penalty: 4253.990234
	Iteration 14Q: 3 clusters Score -692032.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -692114.812500 Penalty: 4253.990234
	Iteration 15Q: 3 clusters Score -692114.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -692197.750000 Penalty: 4253.990234
	Iteration 16Q: 3 clusters Score -692197.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -692280.875000 Penalty: 4253.990234
	Iteration 17Q: 3 clusters Score -692280.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -692351.937500 Penalty: 4253.990234
	Iteration 18Q: 3 clusters Score -692351.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -692425.937500 Penalty: 4253.990234
	Iteration 19Q: 3 clusters Score -692425.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -692474.250000 Penalty: 4253.990234
	Iteration 20F: 3 clusters Score -692474.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -692526.812500 Penalty: 4253.990234
	Iteration 21Q: 3 clusters Score -692526.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -692583.062500 Penalty: 4253.990234
	Iteration 22Q: 3 clusters Score -692583.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -692644.375000 Penalty: 4253.990234
	Iteration 23Q: 3 clusters Score -692644.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -692711.250000 Penalty: 4253.990234
	Iteration 24Q: 3 clusters Score -692711.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -692776.250000 Penalty: 4253.990234
	Iteration 25Q: 3 clusters Score -692776.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -692842.000000 Penalty: 4253.990234
	Iteration 26Q: 3 clusters Score -692842 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -692913.375000 Penalty: 4253.990234
	Iteration 27Q: 3 clusters Score -692913.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -692954.437500 Penalty: 4253.990234
	Iteration 28Q: 3 clusters Score -692954.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -692981.312500 Penalty: 4253.990234
	Iteration 29Q: 3 clusters Score -692981.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -693007.250000 Penalty: 4253.990234
	Iteration 30Q: 3 clusters Score -693007.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -693022.875000 Penalty: 4253.990234
	Iteration 31Q: 3 clusters Score -693022.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -693028.875000 Penalty: 4253.990234
	Iteration 32Q: 3 clusters Score -693028.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -693033.250000 Penalty: 4253.990234
	Iteration 33Q: 3 clusters Score -693033.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -693035.187500 Penalty: 4253.990234
	Iteration 34Q: 3 clusters Score -693035.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -693037.562500 Penalty: 4253.990234
	Iteration 35Q: 3 clusters Score -693037.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -693039.687500 Penalty: 4253.990234
	Iteration 36Q: 3 clusters Score -693039.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -693042.812500 Penalty: 4253.990234
	Iteration 37Q: 3 clusters Score -693042.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -693043.250000 Penalty: 4253.990234
	Iteration 38Q: 3 clusters Score -693043.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -693045.250000 Penalty: 4253.990234
	Iteration 39Q: 3 clusters Score -693045.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -693045.562500 Penalty: 4253.990234
	Iteration 40F: 3 clusters Score -693045.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -693045.875000 Penalty: 4253.990234
	Iteration 41Q: 3 clusters Score -693045.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -693046.500000 Penalty: 4253.990234
	Iteration 42Q: 3 clusters Score -693046.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -693046.500000 Penalty: 4253.990234
	Iteration 43F: 3 clusters Score -693046.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Entering Unmasked Estep 
Score: -2871680.750000 Penalty: 2469.847900
	Iteration 0F: 2 clusters Score -2871681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2856938.500000 Penalty: 4939.695801
	Iteration 0F: 3 clusters Score -2856938 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2862060.250000 Penalty: 4939.695801
	Iteration 1F: 3 clusters Score -2862060 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2862660.000000 Penalty: 4939.695801
	Iteration 2F: 3 clusters Score -2862660 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2863383.750000 Penalty: 4939.695801
	Iteration 3F: 3 clusters Score -2863384 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2864012.250000 Penalty: 4939.695801
	Iteration 4Q: 3 clusters Score -2864012 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2864492.750000 Penalty: 4939.695801
	Iteration 5Q: 3 clusters Score -2864493 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2864917.750000 Penalty: 4939.695801
	Iteration 6Q: 3 clusters Score -2864918 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2865296.000000 Penalty: 4939.695801
	Iteration 7Q: 3 clusters Score -2865296 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2865644.250000 Penalty: 4939.695801
	Iteration 8Q: 3 clusters Score -2865644 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2865979.750000 Penalty: 4939.695801
	Iteration 9Q: 3 clusters Score -2865980 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2866347.500000 Penalty: 4939.695801
	Iteration 10Q: 3 clusters Score -2866348 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2866773.250000 Penalty: 4939.695801
	Iteration 11Q: 3 clusters Score -2866773 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2867189.750000 Penalty: 4939.695801
	Iteration 12Q: 3 clusters Score -2867190 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2867610.750000 Penalty: 4939.695801
	Iteration 13Q: 3 clusters Score -2867611 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2868009.500000 Penalty: 4939.695801
	Iteration 14Q: 3 clusters Score -2868010 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2868353.750000 Penalty: 4939.695801
	Iteration 15Q: 3 clusters Score -2868354 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2868689.000000 Penalty: 4939.695801
	Iteration 16Q: 3 clusters Score -2868689 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2868959.500000 Penalty: 4939.695801
	Iteration 17Q: 3 clusters Score -2868960 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2869151.750000 Penalty: 4939.695801
	Iteration 18Q: 3 clusters Score -2869152 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -2869280.250000 Penalty: 4939.695801
	Iteration 19Q: 3 clusters Score -2869280 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2869359.250000 Penalty: 4939.695801
	Iteration 20F: 3 clusters Score -2869359 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2869413.750000 Penalty: 4939.695801
	Iteration 21Q: 3 clusters Score -2869414 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2869461.500000 Penalty: 4939.695801
	Iteration 22Q: 3 clusters Score -2869462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2869498.500000 Penalty: 4939.695801
	Iteration 23Q: 3 clusters Score -2869498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2869531.250000 Penalty: 4939.695801
	Iteration 24Q: 3 clusters Score -2869531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2869540.250000 Penalty: 4939.695801
	Iteration 25Q: 3 clusters Score -2869540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2869551.500000 Penalty: 4939.695801
	Iteration 26Q: 3 clusters Score -2869552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2869564.250000 Penalty: 4939.695801
	Iteration 27Q: 3 clusters Score -2869564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2869574.500000 Penalty: 4939.695801
	Iteration 28Q: 3 clusters Score -2869574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2869590.750000 Penalty: 4939.695801
	Iteration 29Q: 3 clusters Score -2869591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2869596.750000 Penalty: 4939.695801
	Iteration 30Q: 3 clusters Score -2869597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2869598.500000 Penalty: 4939.695801
	Iteration 31Q: 3 clusters Score -2869598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2869597.000000 Penalty: 4939.695801
	Iteration 32Q: 3 clusters Score -2869597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2869595.500000 Penalty: 4939.695801
	Iteration 33Q: 3 clusters Score -2869596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2869601.250000 Penalty: 4939.695801
	Iteration 34Q: 3 clusters Score -2869601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2869599.500000 Penalty: 4939.695801
	Iteration 35Q: 3 clusters Score -2869600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2869601.000000 Penalty: 4939.695801
	Iteration 36Q: 3 clusters Score -2869601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2869609.500000 Penalty: 4939.695801
	Iteration 37Q: 3 clusters Score -2869610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2869610.000000 Penalty: 4939.695801
	Iteration 38Q: 3 clusters Score -2869610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2869608.750000 Penalty: 4939.695801
	Iteration 39Q: 3 clusters Score -2869609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2869617.750000 Penalty: 4939.695801
	Iteration 40F: 3 clusters Score -2869618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2869612.750000 Penalty: 4939.695801
	Iteration 41Q: 3 clusters Score -2869613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2869617.250000 Penalty: 4939.695801
	Iteration 42Q: 3 clusters Score -2869617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2869617.250000 Penalty: 4939.695801
	Iteration 43Q: 3 clusters Score -2869617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2869616.750000 Penalty: 4939.695801
	Iteration 44Q: 3 clusters Score -2869617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2869616.750000 Penalty: 4939.695801
	Iteration 45F: 3 clusters Score -2869617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -67680.226562 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -67680.23 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 311 members 
Entering Unmasked Estep 
Score: -66211.632812 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -66211.63 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -66698.429688 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -66698.43 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -66972.171875 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -66972.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -67141.710938 Penalty: 3178.630371
	Iteration 3F: 3 clusters Score -67141.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -67331.242188 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -67331.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -67491.281250 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -67491.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -67615.281250 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -67615.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -67845.617188 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -67845.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -68115.437500 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -68115.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -68124.109375 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -68124.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -68124.109375 Penalty: 3178.630371
	Iteration 10F: 3 clusters Score -68124.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37322 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167207 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8164 members 
Mstep: Class 16 contains 18258 members 
Mstep: Class 17 contains 88716 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36757 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7056 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3079 members 
Mstep: Class 35 contains 216 members 
Entering Unmasked Estep 
Score: -100914056.000000 Penalty: 117577.601562
Splitting cluster 12 changes total score from -100915304.000000 to -100914056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -80114.218750 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -80114.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78474.843750 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -78474.84 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78676.226562 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -78676.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -78767.757812 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -78767.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78801.835938 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -78801.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78826.765625 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -78826.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -78835.820312 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -78835.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78840.710938 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -78840.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78841.875000 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -78841.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78841.875000 Penalty: 3189.140869
	Iteration 8F: 3 clusters Score -78841.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Entering Unmasked Estep 
Score: -3528006.000000 Penalty: 2522.681152
	Iteration 0F: 2 clusters Score -3528006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -3509815.000000 Penalty: 5045.362305
	Iteration 0F: 3 clusters Score -3509815 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -3516209.750000 Penalty: 5045.362305
	Iteration 1F: 3 clusters Score -3516210 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3516654.500000 Penalty: 5045.362305
	Iteration 2Q: 3 clusters Score -3516654 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -3517059.250000 Penalty: 5045.362305
	Iteration 3Q: 3 clusters Score -3517059 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -3517446.500000 Penalty: 5045.362305
	Iteration 4Q: 3 clusters Score -3517446 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3517872.500000 Penalty: 5045.362305
	Iteration 5Q: 3 clusters Score -3517872 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -3518370.250000 Penalty: 5045.362305
	Iteration 6Q: 3 clusters Score -3518370 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -3518984.000000 Penalty: 5045.362305
	Iteration 7Q: 3 clusters Score -3518984 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -3519741.500000 Penalty: 5045.362305
	Iteration 8F: 3 clusters Score -3519742 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -3520599.000000 Penalty: 5045.362305
	Iteration 9F: 3 clusters Score -3520599 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -3521478.750000 Penalty: 5045.362305
	Iteration 10F: 3 clusters Score -3521479 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3522401.250000 Penalty: 5045.362305
	Iteration 11F: 3 clusters Score -3522401 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -3523366.250000 Penalty: 5045.362305
	Iteration 12Q: 3 clusters Score -3523366 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -3524280.000000 Penalty: 5045.362305
	Iteration 13Q: 3 clusters Score -3524280 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3525097.250000 Penalty: 5045.362305
	Iteration 14Q: 3 clusters Score -3525097 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3525829.000000 Penalty: 5045.362305
	Iteration 15Q: 3 clusters Score -3525829 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3526377.250000 Penalty: 5045.362305
	Iteration 16Q: 3 clusters Score -3526377 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3526594.750000 Penalty: 5045.362305
	Iteration 17Q: 3 clusters Score -3526595 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -3526689.750000 Penalty: 5045.362305
	Iteration 18Q: 3 clusters Score -3526690 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -3526718.250000 Penalty: 5045.362305
	Iteration 19Q: 3 clusters Score -3526718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3526734.500000 Penalty: 5045.362305
	Iteration 20F: 3 clusters Score -3526734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3526737.000000 Penalty: 5045.362305
	Iteration 21Q: 3 clusters Score -3526737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3526734.250000 Penalty: 5045.362305
	Iteration 22Q: 3 clusters Score -3526734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3526735.250000 Penalty: 5045.362305
	Iteration 23Q: 3 clusters Score -3526735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -3526741.500000 Penalty: 5045.362305
	Iteration 24Q: 3 clusters Score -3526742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3526742.000000 Penalty: 5045.362305
	Iteration 25Q: 3 clusters Score -3526742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -3526742.000000 Penalty: 5045.362305
	Iteration 26Q: 3 clusters Score -3526742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3526744.500000 Penalty: 5045.362305
	Iteration 27Q: 3 clusters Score -3526744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3526744.500000 Penalty: 5045.362305
	Iteration 28F: 3 clusters Score -3526744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Entering Unmasked Estep 
Score: -996449.062500 Penalty: 2233.857422
	Iteration 0F: 2 clusters Score -996449.1 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 4174 members 
Entering Unmasked Estep 
Score: -989987.750000 Penalty: 4467.714844
	Iteration 0F: 3 clusters Score -989987.8 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -992161.062500 Penalty: 4467.714844
	Iteration 1F: 3 clusters Score -992161.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -992942.437500 Penalty: 4467.714844
	Iteration 2F: 3 clusters Score -992942.4 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -993709.687500 Penalty: 4467.714844
	Iteration 3F: 3 clusters Score -993709.7 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -994389.812500 Penalty: 4467.714844
	Iteration 4F: 3 clusters Score -994389.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -994841.187500 Penalty: 4467.714844
	Iteration 5F: 3 clusters Score -994841.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -995125.875000 Penalty: 4467.714844
	Iteration 6Q: 3 clusters Score -995125.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -995303.687500 Penalty: 4467.714844
	Iteration 7Q: 3 clusters Score -995303.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -995412.500000 Penalty: 4467.714844
	Iteration 8Q: 3 clusters Score -995412.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -995472.625000 Penalty: 4467.714844
	Iteration 9Q: 3 clusters Score -995472.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -995503.750000 Penalty: 4467.714844
	Iteration 10Q: 3 clusters Score -995503.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -995525.062500 Penalty: 4467.714844
	Iteration 11Q: 3 clusters Score -995525.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -995537.437500 Penalty: 4467.714844
	Iteration 12Q: 3 clusters Score -995537.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -995554.187500 Penalty: 4467.714844
	Iteration 13Q: 3 clusters Score -995554.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -995573.812500 Penalty: 4467.714844
	Iteration 14Q: 3 clusters Score -995573.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -995591.000000 Penalty: 4467.714844
	Iteration 15Q: 3 clusters Score -995591 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -995606.187500 Penalty: 4467.714844
	Iteration 16Q: 3 clusters Score -995606.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -995624.500000 Penalty: 4467.714844
	Iteration 17Q: 3 clusters Score -995624.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -995635.250000 Penalty: 4467.714844
	Iteration 18Q: 3 clusters Score -995635.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -995644.625000 Penalty: 4467.714844
	Iteration 19Q: 3 clusters Score -995644.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -995650.312500 Penalty: 4467.714844
	Iteration 20F: 3 clusters Score -995650.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -995652.312500 Penalty: 4467.714844
	Iteration 21Q: 3 clusters Score -995652.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -995659.937500 Penalty: 4467.714844
	Iteration 22Q: 3 clusters Score -995659.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -995664.000000 Penalty: 4467.714844
	Iteration 23Q: 3 clusters Score -995664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -995672.187500 Penalty: 4467.714844
	Iteration 24Q: 3 clusters Score -995672.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -995676.500000 Penalty: 4467.714844
	Iteration 25Q: 3 clusters Score -995676.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -995684.000000 Penalty: 4467.714844
	Iteration 26Q: 3 clusters Score -995684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -995690.625000 Penalty: 4467.714844
	Iteration 27Q: 3 clusters Score -995690.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -995698.812500 Penalty: 4467.714844
	Iteration 28Q: 3 clusters Score -995698.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -995705.625000 Penalty: 4467.714844
	Iteration 29Q: 3 clusters Score -995705.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -995714.312500 Penalty: 4467.714844
	Iteration 30Q: 3 clusters Score -995714.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -995730.375000 Penalty: 4467.714844
	Iteration 31Q: 3 clusters Score -995730.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -995758.250000 Penalty: 4467.714844
	Iteration 32Q: 3 clusters Score -995758.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -995785.375000 Penalty: 4467.714844
	Iteration 33Q: 3 clusters Score -995785.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -995815.187500 Penalty: 4467.714844
	Iteration 34Q: 3 clusters Score -995815.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -995838.500000 Penalty: 4467.714844
	Iteration 35Q: 3 clusters Score -995838.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -995854.562500 Penalty: 4467.714844
	Iteration 36Q: 3 clusters Score -995854.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -995864.937500 Penalty: 4467.714844
	Iteration 37Q: 3 clusters Score -995864.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -995872.875000 Penalty: 4467.714844
	Iteration 38Q: 3 clusters Score -995872.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -995879.937500 Penalty: 4467.714844
	Iteration 39Q: 3 clusters Score -995879.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -995882.500000 Penalty: 4467.714844
	Iteration 40F: 3 clusters Score -995882.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -995882.687500 Penalty: 4467.714844
	Iteration 41Q: 3 clusters Score -995882.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -995887.750000 Penalty: 4467.714844
	Iteration 42Q: 3 clusters Score -995887.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -995891.687500 Penalty: 4467.714844
	Iteration 43Q: 3 clusters Score -995891.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -995893.187500 Penalty: 4467.714844
	Iteration 44Q: 3 clusters Score -995893.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -995897.562500 Penalty: 4467.714844
	Iteration 45Q: 3 clusters Score -995897.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -995900.500000 Penalty: 4467.714844
	Iteration 46Q: 3 clusters Score -995900.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -995899.250000 Penalty: 4467.714844
	Iteration 47Q: 3 clusters Score -995899.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -995903.625000 Penalty: 4467.714844
	Iteration 48Q: 3 clusters Score -995903.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -995905.125000 Penalty: 4467.714844
	Iteration 49Q: 3 clusters Score -995905.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -995904.062500 Penalty: 4467.714844
	Iteration 50Q: 3 clusters Score -995904.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -995905.250000 Penalty: 4467.714844
	Iteration 51Q: 3 clusters Score -995905.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -995907.437500 Penalty: 4467.714844
	Iteration 52Q: 3 clusters Score -995907.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -995910.687500 Penalty: 4467.714844
	Iteration 53Q: 3 clusters Score -995910.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -995910.437500 Penalty: 4467.714844
	Iteration 54Q: 3 clusters Score -995910.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -995910.437500 Penalty: 4467.714844
	Iteration 55F: 3 clusters Score -995910.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Entering Unmasked Estep 
Score: -2422189.750000 Penalty: 2433.465088
	Iteration 0F: 2 clusters Score -2422190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2409221.000000 Penalty: 4866.930176
	Iteration 0F: 3 clusters Score -2409221 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2413558.250000 Penalty: 4866.930176
	Iteration 1F: 3 clusters Score -2413558 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2414236.250000 Penalty: 4866.930176
	Iteration 2F: 3 clusters Score -2414236 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2414995.250000 Penalty: 4866.930176
	Iteration 3F: 3 clusters Score -2414995 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2415781.000000 Penalty: 4866.930176
	Iteration 4F: 3 clusters Score -2415781 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2416507.250000 Penalty: 4866.930176
	Iteration 5F: 3 clusters Score -2416507 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2417079.000000 Penalty: 4866.930176
	Iteration 6F: 3 clusters Score -2417079 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2417575.250000 Penalty: 4866.930176
	Iteration 7Q: 3 clusters Score -2417575 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2417896.750000 Penalty: 4866.930176
	Iteration 8Q: 3 clusters Score -2417897 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2418201.000000 Penalty: 4866.930176
	Iteration 9Q: 3 clusters Score -2418201 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2418465.750000 Penalty: 4866.930176
	Iteration 10Q: 3 clusters Score -2418466 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2418776.000000 Penalty: 4866.930176
	Iteration 11Q: 3 clusters Score -2418776 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2419077.250000 Penalty: 4866.930176
	Iteration 12Q: 3 clusters Score -2419077 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2419377.000000 Penalty: 4866.930176
	Iteration 13Q: 3 clusters Score -2419377 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2419629.500000 Penalty: 4866.930176
	Iteration 14Q: 3 clusters Score -2419630 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2419839.500000 Penalty: 4866.930176
	Iteration 15Q: 3 clusters Score -2419840 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2419966.250000 Penalty: 4866.930176
	Iteration 16Q: 3 clusters Score -2419966 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2420077.750000 Penalty: 4866.930176
	Iteration 17Q: 3 clusters Score -2420078 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2420185.000000 Penalty: 4866.930176
	Iteration 18Q: 3 clusters Score -2420185 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2420282.750000 Penalty: 4866.930176
	Iteration 19Q: 3 clusters Score -2420283 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2420345.750000 Penalty: 4866.930176
	Iteration 20F: 3 clusters Score -2420346 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2420409.750000 Penalty: 4866.930176
	Iteration 21Q: 3 clusters Score -2420410 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2420472.500000 Penalty: 4866.930176
	Iteration 22Q: 3 clusters Score -2420472 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2420508.750000 Penalty: 4866.930176
	Iteration 23Q: 3 clusters Score -2420509 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2420554.000000 Penalty: 4866.930176
	Iteration 24Q: 3 clusters Score -2420554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2420590.500000 Penalty: 4866.930176
	Iteration 25Q: 3 clusters Score -2420590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2420626.500000 Penalty: 4866.930176
	Iteration 26Q: 3 clusters Score -2420626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2420666.750000 Penalty: 4866.930176
	Iteration 27Q: 3 clusters Score -2420667 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2420699.250000 Penalty: 4866.930176
	Iteration 28Q: 3 clusters Score -2420699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2420730.000000 Penalty: 4866.930176
	Iteration 29Q: 3 clusters Score -2420730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2420750.250000 Penalty: 4866.930176
	Iteration 30Q: 3 clusters Score -2420750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2420765.750000 Penalty: 4866.930176
	Iteration 31Q: 3 clusters Score -2420766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2420774.000000 Penalty: 4866.930176
	Iteration 32Q: 3 clusters Score -2420774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2420778.500000 Penalty: 4866.930176
	Iteration 33Q: 3 clusters Score -2420778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2420783.750000 Penalty: 4866.930176
	Iteration 34Q: 3 clusters Score -2420784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2420793.000000 Penalty: 4866.930176
	Iteration 35Q: 3 clusters Score -2420793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2420800.000000 Penalty: 4866.930176
	Iteration 36Q: 3 clusters Score -2420800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2420815.250000 Penalty: 4866.930176
	Iteration 37Q: 3 clusters Score -2420815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2420823.000000 Penalty: 4866.930176
	Iteration 38Q: 3 clusters Score -2420823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2420830.500000 Penalty: 4866.930176
	Iteration 39Q: 3 clusters Score -2420830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2420840.250000 Penalty: 4866.930176
	Iteration 40F: 3 clusters Score -2420840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2420851.750000 Penalty: 4866.930176
	Iteration 41Q: 3 clusters Score -2420852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2420854.000000 Penalty: 4866.930176
	Iteration 42Q: 3 clusters Score -2420854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2420861.500000 Penalty: 4866.930176
	Iteration 43Q: 3 clusters Score -2420862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2420877.750000 Penalty: 4866.930176
	Iteration 44Q: 3 clusters Score -2420878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2420886.000000 Penalty: 4866.930176
	Iteration 45Q: 3 clusters Score -2420886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2420889.000000 Penalty: 4866.930176
	Iteration 46Q: 3 clusters Score -2420889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2420896.500000 Penalty: 4866.930176
	Iteration 47Q: 3 clusters Score -2420896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2420901.500000 Penalty: 4866.930176
	Iteration 48Q: 3 clusters Score -2420902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2420906.250000 Penalty: 4866.930176
	Iteration 49Q: 3 clusters Score -2420906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2420913.500000 Penalty: 4866.930176
	Iteration 50Q: 3 clusters Score -2420914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2420914.500000 Penalty: 4866.930176
	Iteration 51Q: 3 clusters Score -2420914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2420923.750000 Penalty: 4866.930176
	Iteration 52Q: 3 clusters Score -2420924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2420926.250000 Penalty: 4866.930176
	Iteration 53Q: 3 clusters Score -2420926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2420931.250000 Penalty: 4866.930176
	Iteration 54Q: 3 clusters Score -2420931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2420933.000000 Penalty: 4866.930176
	Iteration 55Q: 3 clusters Score -2420933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2420937.750000 Penalty: 4866.930176
	Iteration 56Q: 3 clusters Score -2420938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2420936.750000 Penalty: 4866.930176
	Iteration 57Q: 3 clusters Score -2420937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2420936.750000 Penalty: 4866.930176
	Iteration 58F: 3 clusters Score -2420937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88716 members 
Entering Unmasked Estep 
Score: -12081732.000000 Penalty: 2825.512451
	Iteration 0F: 2 clusters Score -1.208173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -12021930.000000 Penalty: 5651.024902
	Iteration 0F: 3 clusters Score -1.202193e+07 nChanged 41940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -12046113.000000 Penalty: 5651.024902
	Iteration 1F: 3 clusters Score -1.204611e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -12047528.000000 Penalty: 5651.024902
	Iteration 2Q: 3 clusters Score -1.204753e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -12049909.000000 Penalty: 5651.024902
	Iteration 3F: 3 clusters Score -1.204991e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -12053464.000000 Penalty: 5651.024902
	Iteration 4F: 3 clusters Score -1.205346e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 55934 members 
Entering Unmasked Estep 
Score: -12057793.000000 Penalty: 5651.024902
	Iteration 5F: 3 clusters Score -1.205779e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 59487 members 
Entering Unmasked Estep 
Score: -12062042.000000 Penalty: 5651.024902
	Iteration 6F: 3 clusters Score -1.206204e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -12065358.000000 Penalty: 5651.024902
	Iteration 7F: 3 clusters Score -1.206536e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 65714 members 
Entering Unmasked Estep 
Score: -12067488.000000 Penalty: 5651.024902
	Iteration 8Q: 3 clusters Score -1.206749e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 68605 members 
Entering Unmasked Estep 
Score: -12069326.000000 Penalty: 5651.024902
	Iteration 9Q: 3 clusters Score -1.206933e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 71334 members 
Entering Unmasked Estep 
Score: -12070719.000000 Penalty: 5651.024902
	Iteration 10Q: 3 clusters Score -1.207072e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 73960 members 
Entering Unmasked Estep 
Score: -12072121.000000 Penalty: 5651.024902
	Iteration 11Q: 3 clusters Score -1.207212e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -12073410.000000 Penalty: 5651.024902
	Iteration 12Q: 3 clusters Score -1.207341e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 78610 members 
Entering Unmasked Estep 
Score: -12074579.000000 Penalty: 5651.024902
	Iteration 13Q: 3 clusters Score -1.207458e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 80527 members 
Entering Unmasked Estep 
Score: -12075653.000000 Penalty: 5651.024902
	Iteration 14Q: 3 clusters Score -1.207565e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 82084 members 
Entering Unmasked Estep 
Score: -12076401.000000 Penalty: 5651.024902
	Iteration 15Q: 3 clusters Score -1.20764e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 83345 members 
Entering Unmasked Estep 
Score: -12077130.000000 Penalty: 5651.024902
	Iteration 16Q: 3 clusters Score -1.207713e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 84325 members 
Entering Unmasked Estep 
Score: -12077728.000000 Penalty: 5651.024902
	Iteration 17Q: 3 clusters Score -1.207773e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 85054 members 
Entering Unmasked Estep 
Score: -12078157.000000 Penalty: 5651.024902
	Iteration 18Q: 3 clusters Score -1.207816e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 85612 members 
Entering Unmasked Estep 
Score: -12078458.000000 Penalty: 5651.024902
	Iteration 19Q: 3 clusters Score -1.207846e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 85983 members 
Entering Unmasked Estep 
Score: -12078664.000000 Penalty: 5651.024902
	Iteration 20F: 3 clusters Score -1.207866e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 86285 members 
Entering Unmasked Estep 
Score: -12078831.000000 Penalty: 5651.024902
	Iteration 21Q: 3 clusters Score -1.207883e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 86512 members 
Entering Unmasked Estep 
Score: -12079000.000000 Penalty: 5651.024902
	Iteration 22Q: 3 clusters Score -1.2079e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -12079126.000000 Penalty: 5651.024902
	Iteration 23Q: 3 clusters Score -1.207913e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 86820 members 
Entering Unmasked Estep 
Score: -12079241.000000 Penalty: 5651.024902
	Iteration 24Q: 3 clusters Score -1.207924e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 86939 members 
Entering Unmasked Estep 
Score: -12079324.000000 Penalty: 5651.024902
	Iteration 25Q: 3 clusters Score -1.207932e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 87039 members 
Entering Unmasked Estep 
Score: -12079442.000000 Penalty: 5651.024902
	Iteration 26Q: 3 clusters Score -1.207944e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 87123 members 
Entering Unmasked Estep 
Score: -12079516.000000 Penalty: 5651.024902
	Iteration 27Q: 3 clusters Score -1.207952e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 87171 members 
Entering Unmasked Estep 
Score: -12079541.000000 Penalty: 5651.024902
	Iteration 28Q: 3 clusters Score -1.207954e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 87198 members 
Entering Unmasked Estep 
Score: -12079551.000000 Penalty: 5651.024902
	Iteration 29Q: 3 clusters Score -1.207955e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 87229 members 
Entering Unmasked Estep 
Score: -12079553.000000 Penalty: 5651.024902
	Iteration 30Q: 3 clusters Score -1.207955e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 87252 members 
Entering Unmasked Estep 
Score: -12079560.000000 Penalty: 5651.024902
	Iteration 31Q: 3 clusters Score -1.207956e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 87266 members 
Entering Unmasked Estep 
Score: -12079573.000000 Penalty: 5651.024902
	Iteration 32Q: 3 clusters Score -1.207957e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 87280 members 
Entering Unmasked Estep 
Score: -12079576.000000 Penalty: 5651.024902
	Iteration 33Q: 3 clusters Score -1.207958e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 87283 members 
Entering Unmasked Estep 
Score: -12079562.000000 Penalty: 5651.024902
	Iteration 34Q: 3 clusters Score -1.207956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 87294 members 
Entering Unmasked Estep 
Score: -12079568.000000 Penalty: 5651.024902
	Iteration 35Q: 3 clusters Score -1.207957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 87302 members 
Entering Unmasked Estep 
Score: -12079589.000000 Penalty: 5651.024902
	Iteration 36Q: 3 clusters Score -1.207959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 87311 members 
Entering Unmasked Estep 
Score: -12079593.000000 Penalty: 5651.024902
	Iteration 37Q: 3 clusters Score -1.207959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 87314 members 
Entering Unmasked Estep 
Score: -12079599.000000 Penalty: 5651.024902
	Iteration 38Q: 3 clusters Score -1.20796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 87317 members 
Entering Unmasked Estep 
Score: -12079599.000000 Penalty: 5651.024902
	Iteration 39Q: 3 clusters Score -1.20796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 87318 members 
Entering Unmasked Estep 
Score: -12079607.000000 Penalty: 5651.024902
	Iteration 40F: 3 clusters Score -1.207961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 87319 members 
Entering Unmasked Estep 
Score: -12079604.000000 Penalty: 5651.024902
	Iteration 41Q: 3 clusters Score -1.20796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 87319 members 
Entering Unmasked Estep 
Score: -12079601.000000 Penalty: 5651.024902
	Iteration 42Q: 3 clusters Score -1.20796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 87317 members 
Entering Unmasked Estep 
Score: -12079604.000000 Penalty: 5651.024902
	Iteration 43Q: 3 clusters Score -1.20796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 87319 members 
Entering Unmasked Estep 
Score: -12079604.000000 Penalty: 5651.024902
	Iteration 44Q: 3 clusters Score -1.20796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 87319 members 
Entering Unmasked Estep 
Score: -12079610.000000 Penalty: 5651.024902
	Iteration 45Q: 3 clusters Score -1.207961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 87320 members 
Entering Unmasked Estep 
Score: -12079608.000000 Penalty: 5651.024902
	Iteration 46Q: 3 clusters Score -1.207961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 87320 members 
Entering Unmasked Estep 
Score: -12079608.000000 Penalty: 5651.024902
	Iteration 47F: 3 clusters Score -1.207961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -115855.328125 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -115855.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -113987.046875 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -113987 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -114438.640625 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -114438.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -114725.226562 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -114725.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -114983.789062 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -114983.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -115315.390625 Penalty: 3402.368896
	Iteration 4F: 3 clusters Score -115315.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -115494.570312 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -115494.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -115571.468750 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -115571.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -115623.437500 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -115623.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -115689.968750 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -115690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -115818.640625 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -115818.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -115965.312500 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -115965.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -116002.765625 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -116002.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -116030.117188 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -116030.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -116066.390625 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -116066.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -116083.765625 Penalty: 3402.368896
	Iteration 14Q: 3 clusters Score -116083.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -116101.406250 Penalty: 3402.368896
	Iteration 15Q: 3 clusters Score -116101.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -116118.664062 Penalty: 3402.368896
	Iteration 16Q: 3 clusters Score -116118.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -116124.289062 Penalty: 3402.368896
	Iteration 17Q: 3 clusters Score -116124.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -116136.359375 Penalty: 3402.368896
	Iteration 18Q: 3 clusters Score -116136.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -116160.265625 Penalty: 3402.368896
	Iteration 19Q: 3 clusters Score -116160.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -116208.523438 Penalty: 3402.368896
	Iteration 20F: 3 clusters Score -116208.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -116260.070312 Penalty: 3402.368896
	Iteration 21Q: 3 clusters Score -116260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -116265.960938 Penalty: 3402.368896
	Iteration 22Q: 3 clusters Score -116266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -116271.640625 Penalty: 3402.368896
	Iteration 23Q: 3 clusters Score -116271.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -116275.289062 Penalty: 3402.368896
	Iteration 24Q: 3 clusters Score -116275.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -116277.195312 Penalty: 3402.368896
	Iteration 25Q: 3 clusters Score -116277.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -116277.195312 Penalty: 3402.368896
	Iteration 26F: 3 clusters Score -116277.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37322 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167207 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8164 members 
Mstep: Class 16 contains 18258 members 
Mstep: Class 17 contains 88716 members 
Mstep: Class 18 contains 470 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36757 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7056 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3079 members 
Mstep: Class 35 contains 483 members 
Entering Unmasked Estep 
Score: -100914160.000000 Penalty: 117577.601562
Splitting cluster 18 changes total score from -100915304.000000 to -100914160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (49299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Entering Unmasked Estep 
Score: -6681854.500000 Penalty: 2679.803467
	Iteration 0F: 2 clusters Score -6681854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -6648495.000000 Penalty: 5359.606934
	Iteration 0F: 3 clusters Score -6648495 nChanged 22784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -6661199.500000 Penalty: 5359.606934
	Iteration 1F: 3 clusters Score -6661200 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -6661900.000000 Penalty: 5359.606934
	Iteration 2Q: 3 clusters Score -6661900 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -6662924.000000 Penalty: 5359.606934
	Iteration 3Q: 3 clusters Score -6662924 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -6664512.500000 Penalty: 5359.606934
	Iteration 4F: 3 clusters Score -6664512 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -6666858.500000 Penalty: 5359.606934
	Iteration 5F: 3 clusters Score -6666858 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -6670102.500000 Penalty: 5359.606934
	Iteration 6F: 3 clusters Score -6670102 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -6673439.500000 Penalty: 5359.606934
	Iteration 7F: 3 clusters Score -6673440 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -6676059.500000 Penalty: 5359.606934
	Iteration 8F: 3 clusters Score -6676060 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -6677699.000000 Penalty: 5359.606934
	Iteration 9Q: 3 clusters Score -6677699 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -6678560.000000 Penalty: 5359.606934
	Iteration 10Q: 3 clusters Score -6678560 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -6678958.500000 Penalty: 5359.606934
	Iteration 11Q: 3 clusters Score -6678958 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -6679166.000000 Penalty: 5359.606934
	Iteration 12Q: 3 clusters Score -6679166 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -6679271.500000 Penalty: 5359.606934
	Iteration 13Q: 3 clusters Score -6679272 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -6679336.500000 Penalty: 5359.606934
	Iteration 14Q: 3 clusters Score -6679336 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -6679387.500000 Penalty: 5359.606934
	Iteration 15Q: 3 clusters Score -6679388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -6679405.500000 Penalty: 5359.606934
	Iteration 16Q: 3 clusters Score -6679406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -6679433.000000 Penalty: 5359.606934
	Iteration 17Q: 3 clusters Score -6679433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -6679460.000000 Penalty: 5359.606934
	Iteration 18Q: 3 clusters Score -6679460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -6679471.000000 Penalty: 5359.606934
	Iteration 19Q: 3 clusters Score -6679471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -6679472.500000 Penalty: 5359.606934
	Iteration 20F: 3 clusters Score -6679472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -6679479.500000 Penalty: 5359.606934
	Iteration 21Q: 3 clusters Score -6679480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -6679484.000000 Penalty: 5359.606934
	Iteration 22Q: 3 clusters Score -6679484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -6679481.000000 Penalty: 5359.606934
	Iteration 23Q: 3 clusters Score -6679481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -6679485.500000 Penalty: 5359.606934
	Iteration 24Q: 3 clusters Score -6679486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -6679490.500000 Penalty: 5359.606934
	Iteration 25Q: 3 clusters Score -6679490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -6679492.500000 Penalty: 5359.606934
	Iteration 26Q: 3 clusters Score -6679492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -6679491.000000 Penalty: 5359.606934
	Iteration 27Q: 3 clusters Score -6679491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -6679492.000000 Penalty: 5359.606934
	Iteration 28Q: 3 clusters Score -6679492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -6679492.500000 Penalty: 5359.606934
	Iteration 29Q: 3 clusters Score -6679492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -6679492.000000 Penalty: 5359.606934
	Iteration 30Q: 3 clusters Score -6679492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -6679492.000000 Penalty: 5359.606934
	Iteration 31F: 3 clusters Score -6679492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Entering Unmasked Estep 
Score: -1889711.500000 Penalty: 2364.759033
	Iteration 0F: 2 clusters Score -1889712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1879576.250000 Penalty: 4729.518066
	Iteration 0F: 3 clusters Score -1879576 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1882700.750000 Penalty: 4729.518066
	Iteration 1F: 3 clusters Score -1882701 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1883048.000000 Penalty: 4729.518066
	Iteration 2F: 3 clusters Score -1883048 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1883320.125000 Penalty: 4729.518066
	Iteration 3Q: 3 clusters Score -1883320 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1883536.000000 Penalty: 4729.518066
	Iteration 4Q: 3 clusters Score -1883536 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1883738.250000 Penalty: 4729.518066
	Iteration 5Q: 3 clusters Score -1883738 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1883928.875000 Penalty: 4729.518066
	Iteration 6Q: 3 clusters Score -1883929 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1884166.250000 Penalty: 4729.518066
	Iteration 7Q: 3 clusters Score -1884166 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1884462.500000 Penalty: 4729.518066
	Iteration 8Q: 3 clusters Score -1884462 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1884826.500000 Penalty: 4729.518066
	Iteration 9Q: 3 clusters Score -1884826 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1885270.625000 Penalty: 4729.518066
	Iteration 10Q: 3 clusters Score -1885271 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1885785.375000 Penalty: 4729.518066
	Iteration 11Q: 3 clusters Score -1885785 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1886299.875000 Penalty: 4729.518066
	Iteration 12Q: 3 clusters Score -1886300 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1886751.125000 Penalty: 4729.518066
	Iteration 13Q: 3 clusters Score -1886751 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1887054.375000 Penalty: 4729.518066
	Iteration 14Q: 3 clusters Score -1887054 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1887273.125000 Penalty: 4729.518066
	Iteration 15Q: 3 clusters Score -1887273 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1887404.250000 Penalty: 4729.518066
	Iteration 16Q: 3 clusters Score -1887404 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1887471.375000 Penalty: 4729.518066
	Iteration 17Q: 3 clusters Score -1887471 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1887512.250000 Penalty: 4729.518066
	Iteration 18Q: 3 clusters Score -1887512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1887566.125000 Penalty: 4729.518066
	Iteration 19Q: 3 clusters Score -1887566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1887597.250000 Penalty: 4729.518066
	Iteration 20F: 3 clusters Score -1887597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1887615.250000 Penalty: 4729.518066
	Iteration 21Q: 3 clusters Score -1887615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1887632.375000 Penalty: 4729.518066
	Iteration 22Q: 3 clusters Score -1887632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1887643.750000 Penalty: 4729.518066
	Iteration 23Q: 3 clusters Score -1887644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1887657.625000 Penalty: 4729.518066
	Iteration 24Q: 3 clusters Score -1887658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1887664.125000 Penalty: 4729.518066
	Iteration 25Q: 3 clusters Score -1887664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1887667.125000 Penalty: 4729.518066
	Iteration 26Q: 3 clusters Score -1887667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1887671.500000 Penalty: 4729.518066
	Iteration 27Q: 3 clusters Score -1887672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1887677.875000 Penalty: 4729.518066
	Iteration 28Q: 3 clusters Score -1887678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1887685.875000 Penalty: 4729.518066
	Iteration 29Q: 3 clusters Score -1887686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1887686.750000 Penalty: 4729.518066
	Iteration 30Q: 3 clusters Score -1887687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1887687.625000 Penalty: 4729.518066
	Iteration 31Q: 3 clusters Score -1887688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1887688.625000 Penalty: 4729.518066
	Iteration 32Q: 3 clusters Score -1887689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1887688.625000 Penalty: 4729.518066
	Iteration 33F: 3 clusters Score -1887689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Entering Unmasked Estep 
Score: -4648671.500000 Penalty: 2606.996826
	Iteration 0F: 2 clusters Score -4648672 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 18435 members 
Entering Unmasked Estep 
Score: -4623718.500000 Penalty: 5213.993652
	Iteration 0F: 3 clusters Score -4623718 nChanged 16735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -4632855.500000 Penalty: 5213.993652
	Iteration 1F: 3 clusters Score -4632856 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -4633593.000000 Penalty: 5213.993652
	Iteration 2Q: 3 clusters Score -4633593 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -4634487.000000 Penalty: 5213.993652
	Iteration 3F: 3 clusters Score -4634487 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -4635669.500000 Penalty: 5213.993652
	Iteration 4F: 3 clusters Score -4635670 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -4637085.000000 Penalty: 5213.993652
	Iteration 5F: 3 clusters Score -4637085 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -4638606.500000 Penalty: 5213.993652
	Iteration 6F: 3 clusters Score -4638606 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -4640085.000000 Penalty: 5213.993652
	Iteration 7F: 3 clusters Score -4640085 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -4641481.500000 Penalty: 5213.993652
	Iteration 8F: 3 clusters Score -4641482 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -4642819.000000 Penalty: 5213.993652
	Iteration 9F: 3 clusters Score -4642819 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -4643974.000000 Penalty: 5213.993652
	Iteration 10Q: 3 clusters Score -4643974 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -4644930.000000 Penalty: 5213.993652
	Iteration 11Q: 3 clusters Score -4644930 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -4645597.500000 Penalty: 5213.993652
	Iteration 12Q: 3 clusters Score -4645598 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -4646115.500000 Penalty: 5213.993652
	Iteration 13Q: 3 clusters Score -4646116 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -4646488.000000 Penalty: 5213.993652
	Iteration 14Q: 3 clusters Score -4646488 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -4646728.500000 Penalty: 5213.993652
	Iteration 15Q: 3 clusters Score -4646728 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -4646874.000000 Penalty: 5213.993652
	Iteration 16Q: 3 clusters Score -4646874 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -4646991.000000 Penalty: 5213.993652
	Iteration 17Q: 3 clusters Score -4646991 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -4647040.000000 Penalty: 5213.993652
	Iteration 18Q: 3 clusters Score -4647040 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -4647104.500000 Penalty: 5213.993652
	Iteration 19Q: 3 clusters Score -4647104 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -4647139.000000 Penalty: 5213.993652
	Iteration 20F: 3 clusters Score -4647139 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -4647168.000000 Penalty: 5213.993652
	Iteration 21Q: 3 clusters Score -4647168 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -4647206.500000 Penalty: 5213.993652
	Iteration 22Q: 3 clusters Score -4647206 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -4647245.000000 Penalty: 5213.993652
	Iteration 23Q: 3 clusters Score -4647245 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -4647273.000000 Penalty: 5213.993652
	Iteration 24Q: 3 clusters Score -4647273 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -4647289.500000 Penalty: 5213.993652
	Iteration 25Q: 3 clusters Score -4647290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -4647306.500000 Penalty: 5213.993652
	Iteration 26Q: 3 clusters Score -4647306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -4647330.000000 Penalty: 5213.993652
	Iteration 27Q: 3 clusters Score -4647330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -4647345.000000 Penalty: 5213.993652
	Iteration 28Q: 3 clusters Score -4647345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -4647354.500000 Penalty: 5213.993652
	Iteration 29Q: 3 clusters Score -4647354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -4647357.000000 Penalty: 5213.993652
	Iteration 30Q: 3 clusters Score -4647357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -4647367.000000 Penalty: 5213.993652
	Iteration 31Q: 3 clusters Score -4647367 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -4647376.500000 Penalty: 5213.993652
	Iteration 32Q: 3 clusters Score -4647376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -4647394.000000 Penalty: 5213.993652
	Iteration 33Q: 3 clusters Score -4647394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -4647402.500000 Penalty: 5213.993652
	Iteration 34Q: 3 clusters Score -4647402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -4647405.000000 Penalty: 5213.993652
	Iteration 35Q: 3 clusters Score -4647405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4647412.000000 Penalty: 5213.993652
	Iteration 36Q: 3 clusters Score -4647412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -4647407.000000 Penalty: 5213.993652
	Iteration 37Q: 3 clusters Score -4647407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -4647417.000000 Penalty: 5213.993652
	Iteration 38Q: 3 clusters Score -4647417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -4647418.000000 Penalty: 5213.993652
	Iteration 39Q: 3 clusters Score -4647418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -4647418.000000 Penalty: 5213.993652
	Iteration 40F: 3 clusters Score -4647418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -4647420.500000 Penalty: 5213.993652
	Iteration 41Q: 3 clusters Score -4647420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -4647423.000000 Penalty: 5213.993652
	Iteration 42Q: 3 clusters Score -4647423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -4647424.500000 Penalty: 5213.993652
	Iteration 43Q: 3 clusters Score -4647424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -4647424.000000 Penalty: 5213.993652
	Iteration 44Q: 3 clusters Score -4647424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -4647424.500000 Penalty: 5213.993652
	Iteration 45Q: 3 clusters Score -4647424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -4647433.000000 Penalty: 5213.993652
	Iteration 46Q: 3 clusters Score -4647433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -4647431.500000 Penalty: 5213.993652
	Iteration 47Q: 3 clusters Score -4647432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -4647433.500000 Penalty: 5213.993652
	Iteration 48Q: 3 clusters Score -4647434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -4647441.500000 Penalty: 5213.993652
	Iteration 49Q: 3 clusters Score -4647442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -4647440.500000 Penalty: 5213.993652
	Iteration 50Q: 3 clusters Score -4647440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -4647442.000000 Penalty: 5213.993652
	Iteration 51Q: 3 clusters Score -4647442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -4647443.500000 Penalty: 5213.993652
	Iteration 52Q: 3 clusters Score -4647444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -4647442.500000 Penalty: 5213.993652
	Iteration 53Q: 3 clusters Score -4647442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -4647442.000000 Penalty: 5213.993652
	Iteration 54Q: 3 clusters Score -4647442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -4647444.500000 Penalty: 5213.993652
	Iteration 55Q: 3 clusters Score -4647444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -4647444.500000 Penalty: 5213.993652
	Iteration 56F: 3 clusters Score -4647444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (160799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160799 members 
Entering Unmasked Estep 
Score: -21992172.000000 Penalty: 2973.001709
	Iteration 0F: 2 clusters Score -2.199217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 2 contains 80425 members 
Entering Unmasked Estep 
Score: -21888324.000000 Penalty: 5946.003418
	Iteration 0F: 3 clusters Score -2.188832e+07 nChanged 76993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 81712 members 
Entering Unmasked Estep 
Score: -21932340.000000 Penalty: 5946.003418
	Iteration 1F: 3 clusters Score -2.193234e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78327 members 
Mstep: Class 2 contains 82472 members 
Entering Unmasked Estep 
Score: -21933364.000000 Penalty: 5946.003418
	Iteration 2Q: 3 clusters Score -2.193336e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77091 members 
Mstep: Class 2 contains 83708 members 
Entering Unmasked Estep 
Score: -21934730.000000 Penalty: 5946.003418
	Iteration 3Q: 3 clusters Score -2.193473e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75358 members 
Mstep: Class 2 contains 85441 members 
Entering Unmasked Estep 
Score: -21936310.000000 Penalty: 5946.003418
	Iteration 4Q: 3 clusters Score -2.193631e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72995 members 
Mstep: Class 2 contains 87804 members 
Entering Unmasked Estep 
Score: -21939006.000000 Penalty: 5946.003418
	Iteration 5Q: 3 clusters Score -2.193901e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 91018 members 
Entering Unmasked Estep 
Score: -21943486.000000 Penalty: 5946.003418
	Iteration 6Q: 3 clusters Score -2.194349e+07 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66009 members 
Mstep: Class 2 contains 94790 members 
Entering Unmasked Estep 
Score: -21950030.000000 Penalty: 5946.003418
	Iteration 7F: 3 clusters Score -2.195003e+07 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 98684 members 
Entering Unmasked Estep 
Score: -21957820.000000 Penalty: 5946.003418
	Iteration 8F: 3 clusters Score -2.195782e+07 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 102135 members 
Entering Unmasked Estep 
Score: -21964992.000000 Penalty: 5946.003418
	Iteration 9F: 3 clusters Score -2.196499e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 105045 members 
Entering Unmasked Estep 
Score: -21969526.000000 Penalty: 5946.003418
	Iteration 10F: 3 clusters Score -2.196953e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 107694 members 
Entering Unmasked Estep 
Score: -21971926.000000 Penalty: 5946.003418
	Iteration 11Q: 3 clusters Score -2.197193e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 110211 members 
Entering Unmasked Estep 
Score: -21973244.000000 Penalty: 5946.003418
	Iteration 12Q: 3 clusters Score -2.197324e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 112547 members 
Entering Unmasked Estep 
Score: -21974328.000000 Penalty: 5946.003418
	Iteration 13Q: 3 clusters Score -2.197433e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 114844 members 
Entering Unmasked Estep 
Score: -21975336.000000 Penalty: 5946.003418
	Iteration 14Q: 3 clusters Score -2.197534e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 117211 members 
Entering Unmasked Estep 
Score: -21976398.000000 Penalty: 5946.003418
	Iteration 15Q: 3 clusters Score -2.19764e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 119626 members 
Entering Unmasked Estep 
Score: -21977556.000000 Penalty: 5946.003418
	Iteration 16Q: 3 clusters Score -2.197756e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 122036 members 
Entering Unmasked Estep 
Score: -21978500.000000 Penalty: 5946.003418
	Iteration 17Q: 3 clusters Score -2.19785e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 124455 members 
Entering Unmasked Estep 
Score: -21979680.000000 Penalty: 5946.003418
	Iteration 18Q: 3 clusters Score -2.197968e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 126783 members 
Entering Unmasked Estep 
Score: -21980584.000000 Penalty: 5946.003418
	Iteration 19Q: 3 clusters Score -2.198058e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 129034 members 
Entering Unmasked Estep 
Score: -21981596.000000 Penalty: 5946.003418
	Iteration 20F: 3 clusters Score -2.19816e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 131264 members 
Entering Unmasked Estep 
Score: -21982604.000000 Penalty: 5946.003418
	Iteration 21Q: 3 clusters Score -2.19826e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 133402 members 
Entering Unmasked Estep 
Score: -21983256.000000 Penalty: 5946.003418
	Iteration 22Q: 3 clusters Score -2.198326e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 135469 members 
Entering Unmasked Estep 
Score: -21984042.000000 Penalty: 5946.003418
	Iteration 23Q: 3 clusters Score -2.198404e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 137400 members 
Entering Unmasked Estep 
Score: -21984650.000000 Penalty: 5946.003418
	Iteration 24Q: 3 clusters Score -2.198465e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 139269 members 
Entering Unmasked Estep 
Score: -21985302.000000 Penalty: 5946.003418
	Iteration 25Q: 3 clusters Score -2.19853e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 141030 members 
Entering Unmasked Estep 
Score: -21985834.000000 Penalty: 5946.003418
	Iteration 26Q: 3 clusters Score -2.198583e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 142674 members 
Entering Unmasked Estep 
Score: -21986366.000000 Penalty: 5946.003418
	Iteration 27Q: 3 clusters Score -2.198637e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 144270 members 
Entering Unmasked Estep 
Score: -21986872.000000 Penalty: 5946.003418
	Iteration 28Q: 3 clusters Score -2.198687e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 145714 members 
Entering Unmasked Estep 
Score: -21987242.000000 Penalty: 5946.003418
	Iteration 29Q: 3 clusters Score -2.198724e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 147103 members 
Entering Unmasked Estep 
Score: -21987656.000000 Penalty: 5946.003418
	Iteration 30Q: 3 clusters Score -2.198766e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 148357 members 
Entering Unmasked Estep 
Score: -21987920.000000 Penalty: 5946.003418
	Iteration 31Q: 3 clusters Score -2.198792e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 149534 members 
Entering Unmasked Estep 
Score: -21988290.000000 Penalty: 5946.003418
	Iteration 32Q: 3 clusters Score -2.198829e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 150539 members 
Entering Unmasked Estep 
Score: -21988514.000000 Penalty: 5946.003418
	Iteration 33Q: 3 clusters Score -2.198851e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 151490 members 
Entering Unmasked Estep 
Score: -21988780.000000 Penalty: 5946.003418
	Iteration 34Q: 3 clusters Score -2.198878e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 152320 members 
Entering Unmasked Estep 
Score: -21989088.000000 Penalty: 5946.003418
	Iteration 35Q: 3 clusters Score -2.198909e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 153073 members 
Entering Unmasked Estep 
Score: -21989238.000000 Penalty: 5946.003418
	Iteration 36Q: 3 clusters Score -2.198924e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 153748 members 
Entering Unmasked Estep 
Score: -21989354.000000 Penalty: 5946.003418
	Iteration 37Q: 3 clusters Score -2.198935e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 154307 members 
Entering Unmasked Estep 
Score: -21989464.000000 Penalty: 5946.003418
	Iteration 38Q: 3 clusters Score -2.198946e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 154793 members 
Entering Unmasked Estep 
Score: -21989600.000000 Penalty: 5946.003418
	Iteration 39Q: 3 clusters Score -2.19896e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 155204 members 
Entering Unmasked Estep 
Score: -21989768.000000 Penalty: 5946.003418
	Iteration 40F: 3 clusters Score -2.198977e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 155567 members 
Entering Unmasked Estep 
Score: -21989806.000000 Penalty: 5946.003418
	Iteration 41Q: 3 clusters Score -2.198981e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 155890 members 
Entering Unmasked Estep 
Score: -21989886.000000 Penalty: 5946.003418
	Iteration 42Q: 3 clusters Score -2.198989e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 156167 members 
Entering Unmasked Estep 
Score: -21989940.000000 Penalty: 5946.003418
	Iteration 43Q: 3 clusters Score -2.198994e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 156388 members 
Entering Unmasked Estep 
Score: -21989972.000000 Penalty: 5946.003418
	Iteration 44Q: 3 clusters Score -2.198997e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 156605 members 
Entering Unmasked Estep 
Score: -21989992.000000 Penalty: 5946.003418
	Iteration 45Q: 3 clusters Score -2.198999e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 156790 members 
Entering Unmasked Estep 
Score: -21990030.000000 Penalty: 5946.003418
	Iteration 46Q: 3 clusters Score -2.199003e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 156957 members 
Entering Unmasked Estep 
Score: -21990016.000000 Penalty: 5946.003418
	Iteration 47Q: 3 clusters Score -2.199002e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 157124 members 
Entering Unmasked Estep 
Score: -21990080.000000 Penalty: 5946.003418
	Iteration 48Q: 3 clusters Score -2.199008e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 157275 members 
Entering Unmasked Estep 
Score: -21990094.000000 Penalty: 5946.003418
	Iteration 49Q: 3 clusters Score -2.199009e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 157399 members 
Entering Unmasked Estep 
Score: -21990122.000000 Penalty: 5946.003418
	Iteration 50Q: 3 clusters Score -2.199012e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 157503 members 
Entering Unmasked Estep 
Score: -21990148.000000 Penalty: 5946.003418
	Iteration 51Q: 3 clusters Score -2.199015e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 157586 members 
Entering Unmasked Estep 
Score: -21990136.000000 Penalty: 5946.003418
	Iteration 52Q: 3 clusters Score -2.199014e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 157678 members 
Entering Unmasked Estep 
Score: -21990190.000000 Penalty: 5946.003418
	Iteration 53Q: 3 clusters Score -2.199019e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 157765 members 
Entering Unmasked Estep 
Score: -21990246.000000 Penalty: 5946.003418
	Iteration 54Q: 3 clusters Score -2.199025e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 157854 members 
Entering Unmasked Estep 
Score: -21990206.000000 Penalty: 5946.003418
	Iteration 55Q: 3 clusters Score -2.199021e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 157923 members 
Entering Unmasked Estep 
Score: -21990184.000000 Penalty: 5946.003418
	Iteration 56Q: 3 clusters Score -2.199018e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 157987 members 
Entering Unmasked Estep 
Score: -21990178.000000 Penalty: 5946.003418
	Iteration 57Q: 3 clusters Score -2.199018e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 158042 members 
Entering Unmasked Estep 
Score: -21990164.000000 Penalty: 5946.003418
	Iteration 58Q: 3 clusters Score -2.199016e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 158097 members 
Entering Unmasked Estep 
Score: -21990176.000000 Penalty: 5946.003418
	Iteration 59Q: 3 clusters Score -2.199018e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 158144 members 
Entering Unmasked Estep 
Score: -21990188.000000 Penalty: 5946.003418
	Iteration 60F: 3 clusters Score -2.199019e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 158192 members 
Entering Unmasked Estep 
Score: -21990194.000000 Penalty: 5946.003418
	Iteration 61Q: 3 clusters Score -2.199019e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 158217 members 
Entering Unmasked Estep 
Score: -21990168.000000 Penalty: 5946.003418
	Iteration 62Q: 3 clusters Score -2.199017e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 158234 members 
Entering Unmasked Estep 
Score: -21990192.000000 Penalty: 5946.003418
	Iteration 63Q: 3 clusters Score -2.199019e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 158249 members 
Entering Unmasked Estep 
Score: -21990196.000000 Penalty: 5946.003418
	Iteration 64Q: 3 clusters Score -2.19902e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 158262 members 
Entering Unmasked Estep 
Score: -21990224.000000 Penalty: 5946.003418
	Iteration 65Q: 3 clusters Score -2.199022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 158267 members 
Entering Unmasked Estep 
Score: -21990240.000000 Penalty: 5946.003418
	Iteration 66Q: 3 clusters Score -2.199024e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 158275 members 
Entering Unmasked Estep 
Score: -21990234.000000 Penalty: 5946.003418
	Iteration 67Q: 3 clusters Score -2.199023e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 158291 members 
Entering Unmasked Estep 
Score: -21990274.000000 Penalty: 5946.003418
	Iteration 68Q: 3 clusters Score -2.199027e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 158311 members 
Entering Unmasked Estep 
Score: -21990258.000000 Penalty: 5946.003418
	Iteration 69Q: 3 clusters Score -2.199026e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 158324 members 
Entering Unmasked Estep 
Score: -21990270.000000 Penalty: 5946.003418
	Iteration 70Q: 3 clusters Score -2.199027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 158342 members 
Entering Unmasked Estep 
Score: -21990268.000000 Penalty: 5946.003418
	Iteration 71Q: 3 clusters Score -2.199027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 158355 members 
Entering Unmasked Estep 
Score: -21990248.000000 Penalty: 5946.003418
	Iteration 72Q: 3 clusters Score -2.199025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 158362 members 
Entering Unmasked Estep 
Score: -21990260.000000 Penalty: 5946.003418
	Iteration 73Q: 3 clusters Score -2.199026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 158376 members 
Entering Unmasked Estep 
Score: -21990242.000000 Penalty: 5946.003418
	Iteration 74Q: 3 clusters Score -2.199024e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 158398 members 
Entering Unmasked Estep 
Score: -21990242.000000 Penalty: 5946.003418
	Iteration 75Q: 3 clusters Score -2.199024e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 158412 members 
Entering Unmasked Estep 
Score: -21990258.000000 Penalty: 5946.003418
	Iteration 76Q: 3 clusters Score -2.199026e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 158426 members 
Entering Unmasked Estep 
Score: -21990258.000000 Penalty: 5946.003418
	Iteration 77Q: 3 clusters Score -2.199026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 158438 members 
Entering Unmasked Estep 
Score: -21990260.000000 Penalty: 5946.003418
	Iteration 78Q: 3 clusters Score -2.199026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 158450 members 
Entering Unmasked Estep 
Score: -21990260.000000 Penalty: 5946.003418
	Iteration 79Q: 3 clusters Score -2.199026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 158464 members 
Entering Unmasked Estep 
Score: -21990252.000000 Penalty: 5946.003418
	Iteration 80F: 3 clusters Score -2.199025e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 158479 members 
Entering Unmasked Estep 
Score: -21990256.000000 Penalty: 5946.003418
	Iteration 81Q: 3 clusters Score -2.199026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 158487 members 
Entering Unmasked Estep 
Score: -21990268.000000 Penalty: 5946.003418
	Iteration 82Q: 3 clusters Score -2.199027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 158492 members 
Entering Unmasked Estep 
Score: -21990254.000000 Penalty: 5946.003418
	Iteration 83Q: 3 clusters Score -2.199025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 158500 members 
Entering Unmasked Estep 
Score: -21990258.000000 Penalty: 5946.003418
	Iteration 84Q: 3 clusters Score -2.199026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 158507 members 
Entering Unmasked Estep 
Score: -21990252.000000 Penalty: 5946.003418
	Iteration 85Q: 3 clusters Score -2.199025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 158512 members 
Entering Unmasked Estep 
Score: -21990256.000000 Penalty: 5946.003418
	Iteration 86Q: 3 clusters Score -2.199026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 158516 members 
Entering Unmasked Estep 
Score: -21990274.000000 Penalty: 5946.003418
	Iteration 87Q: 3 clusters Score -2.199027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 158520 members 
Entering Unmasked Estep 
Score: -21990258.000000 Penalty: 5946.003418
	Iteration 88Q: 3 clusters Score -2.199026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 158522 members 
Entering Unmasked Estep 
Score: -21990252.000000 Penalty: 5946.003418
	Iteration 89Q: 3 clusters Score -2.199025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 158524 members 
Entering Unmasked Estep 
Score: -21990248.000000 Penalty: 5946.003418
	Iteration 90Q: 3 clusters Score -2.199025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 158524 members 
Entering Unmasked Estep 
Score: -21990254.000000 Penalty: 5946.003418
	Iteration 91Q: 3 clusters Score -2.199025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 158526 members 
Entering Unmasked Estep 
Score: -21990266.000000 Penalty: 5946.003418
	Iteration 92Q: 3 clusters Score -2.199027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 158529 members 
Entering Unmasked Estep 
Score: -21990262.000000 Penalty: 5946.003418
	Iteration 93Q: 3 clusters Score -2.199026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 158531 members 
Entering Unmasked Estep 
Score: -21990266.000000 Penalty: 5946.003418
	Iteration 94Q: 3 clusters Score -2.199027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 158531 members 
Entering Unmasked Estep 
Score: -21990262.000000 Penalty: 5946.003418
	Iteration 95Q: 3 clusters Score -2.199026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 158534 members 
Entering Unmasked Estep 
Score: -21990262.000000 Penalty: 5946.003418
	Iteration 96Q: 3 clusters Score -2.199026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 158537 members 
Entering Unmasked Estep 
Score: -21990256.000000 Penalty: 5946.003418
	Iteration 97Q: 3 clusters Score -2.199026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 158540 members 
Entering Unmasked Estep 
Score: -21990252.000000 Penalty: 5946.003418
	Iteration 98Q: 3 clusters Score -2.199025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 158544 members 
Entering Unmasked Estep 
Score: -21990268.000000 Penalty: 5946.003418
	Iteration 99Q: 3 clusters Score -2.199027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 158549 members 
Entering Unmasked Estep 
Score: -21990260.000000 Penalty: 5946.003418
	Iteration 100F: 3 clusters Score -2.199026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 158551 members 
Entering Unmasked Estep 
Score: -21990266.000000 Penalty: 5946.003418
	Iteration 101Q: 3 clusters Score -2.199027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 158553 members 
Entering Unmasked Estep 
Score: -21990264.000000 Penalty: 5946.003418
	Iteration 102Q: 3 clusters Score -2.199026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 158554 members 
Entering Unmasked Estep 
Score: -21990270.000000 Penalty: 5946.003418
	Iteration 103Q: 3 clusters Score -2.199027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 158555 members 
Entering Unmasked Estep 
Score: -21990262.000000 Penalty: 5946.003418
	Iteration 104Q: 3 clusters Score -2.199026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 158555 members 
Entering Unmasked Estep 
Score: -21990262.000000 Penalty: 5946.003418
	Iteration 105F: 3 clusters Score -2.199026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -284291.625000 Penalty: 1911.463013
	Iteration 0F: 2 clusters Score -284291.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -281570.031250 Penalty: 3822.926025
	Iteration 0F: 3 clusters Score -281570 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -282210.375000 Penalty: 3822.926025
	Iteration 1F: 3 clusters Score -282210.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -282451.937500 Penalty: 3822.926025
	Iteration 2F: 3 clusters Score -282451.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -282729.031250 Penalty: 3822.926025
	Iteration 3F: 3 clusters Score -282729 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -283061.656250 Penalty: 3822.926025
	Iteration 4F: 3 clusters Score -283061.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -283294.062500 Penalty: 3822.926025
	Iteration 5F: 3 clusters Score -283294.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -283494.343750 Penalty: 3822.926025
	Iteration 6F: 3 clusters Score -283494.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -283598.750000 Penalty: 3822.926025
	Iteration 7Q: 3 clusters Score -283598.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -283657.343750 Penalty: 3822.926025
	Iteration 8Q: 3 clusters Score -283657.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -283685.937500 Penalty: 3822.926025
	Iteration 9Q: 3 clusters Score -283685.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -283712.093750 Penalty: 3822.926025
	Iteration 10Q: 3 clusters Score -283712.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -283729.718750 Penalty: 3822.926025
	Iteration 11Q: 3 clusters Score -283729.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -283743.000000 Penalty: 3822.926025
	Iteration 12Q: 3 clusters Score -283743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -283757.187500 Penalty: 3822.926025
	Iteration 13Q: 3 clusters Score -283757.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -283785.375000 Penalty: 3822.926025
	Iteration 14Q: 3 clusters Score -283785.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -283818.750000 Penalty: 3822.926025
	Iteration 15Q: 3 clusters Score -283818.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -283859.906250 Penalty: 3822.926025
	Iteration 16Q: 3 clusters Score -283859.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -283879.281250 Penalty: 3822.926025
	Iteration 17Q: 3 clusters Score -283879.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -283891.093750 Penalty: 3822.926025
	Iteration 18Q: 3 clusters Score -283891.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -283900.593750 Penalty: 3822.926025
	Iteration 19Q: 3 clusters Score -283900.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -283907.656250 Penalty: 3822.926025
	Iteration 20F: 3 clusters Score -283907.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -283912.093750 Penalty: 3822.926025
	Iteration 21Q: 3 clusters Score -283912.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -283913.062500 Penalty: 3822.926025
	Iteration 22Q: 3 clusters Score -283913.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -283913.531250 Penalty: 3822.926025
	Iteration 23Q: 3 clusters Score -283913.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -283913.875000 Penalty: 3822.926025
	Iteration 24Q: 3 clusters Score -283913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -283914.656250 Penalty: 3822.926025
	Iteration 25Q: 3 clusters Score -283914.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -283915.875000 Penalty: 3822.926025
	Iteration 26Q: 3 clusters Score -283915.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -283915.875000 Penalty: 3822.926025
	Iteration 27F: 3 clusters Score -283915.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Entering Unmasked Estep 
Score: -825656.000000 Penalty: 2173.949707
	Iteration 0F: 2 clusters Score -825656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -820271.875000 Penalty: 4347.899414
	Iteration 0F: 3 clusters Score -820271.9 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -821719.500000 Penalty: 4347.899414
	Iteration 1F: 3 clusters Score -821719.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -822034.625000 Penalty: 4347.899414
	Iteration 2F: 3 clusters Score -822034.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -822284.687500 Penalty: 4347.899414
	Iteration 3F: 3 clusters Score -822284.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -822499.000000 Penalty: 4347.899414
	Iteration 4F: 3 clusters Score -822499 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -822681.937500 Penalty: 4347.899414
	Iteration 5Q: 3 clusters Score -822681.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -822886.875000 Penalty: 4347.899414
	Iteration 6Q: 3 clusters Score -822886.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -823137.500000 Penalty: 4347.899414
	Iteration 7Q: 3 clusters Score -823137.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -823420.625000 Penalty: 4347.899414
	Iteration 8Q: 3 clusters Score -823420.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -823701.687500 Penalty: 4347.899414
	Iteration 9Q: 3 clusters Score -823701.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -823923.187500 Penalty: 4347.899414
	Iteration 10Q: 3 clusters Score -823923.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -824098.750000 Penalty: 4347.899414
	Iteration 11Q: 3 clusters Score -824098.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -824276.187500 Penalty: 4347.899414
	Iteration 12Q: 3 clusters Score -824276.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -824445.437500 Penalty: 4347.899414
	Iteration 13Q: 3 clusters Score -824445.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -824617.875000 Penalty: 4347.899414
	Iteration 14Q: 3 clusters Score -824617.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -824840.062500 Penalty: 4347.899414
	Iteration 15Q: 3 clusters Score -824840.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -825065.750000 Penalty: 4347.899414
	Iteration 16Q: 3 clusters Score -825065.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -825217.312500 Penalty: 4347.899414
	Iteration 17Q: 3 clusters Score -825217.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -825288.000000 Penalty: 4347.899414
	Iteration 18Q: 3 clusters Score -825288 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -825332.062500 Penalty: 4347.899414
	Iteration 19Q: 3 clusters Score -825332.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -825358.500000 Penalty: 4347.899414
	Iteration 20F: 3 clusters Score -825358.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -825373.125000 Penalty: 4347.899414
	Iteration 21Q: 3 clusters Score -825373.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -825382.812500 Penalty: 4347.899414
	Iteration 22Q: 3 clusters Score -825382.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -825388.312500 Penalty: 4347.899414
	Iteration 23Q: 3 clusters Score -825388.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -825389.312500 Penalty: 4347.899414
	Iteration 24Q: 3 clusters Score -825389.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -825390.375000 Penalty: 4347.899414
	Iteration 25Q: 3 clusters Score -825390.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -825390.687500 Penalty: 4347.899414
	Iteration 26Q: 3 clusters Score -825390.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -825390.687500 Penalty: 4347.899414
	Iteration 27F: 3 clusters Score -825390.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -550939.250000 Penalty: 2080.053467
	Iteration 0F: 2 clusters Score -550939.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -546858.250000 Penalty: 4160.106934
	Iteration 0F: 3 clusters Score -546858.2 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -547829.750000 Penalty: 4160.106934
	Iteration 1F: 3 clusters Score -547829.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -548044.250000 Penalty: 4160.106934
	Iteration 2F: 3 clusters Score -548044.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -548206.687500 Penalty: 4160.106934
	Iteration 3F: 3 clusters Score -548206.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -548329.875000 Penalty: 4160.106934
	Iteration 4Q: 3 clusters Score -548329.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -548437.812500 Penalty: 4160.106934
	Iteration 5Q: 3 clusters Score -548437.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -548535.937500 Penalty: 4160.106934
	Iteration 6Q: 3 clusters Score -548535.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -548620.687500 Penalty: 4160.106934
	Iteration 7Q: 3 clusters Score -548620.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -548686.312500 Penalty: 4160.106934
	Iteration 8Q: 3 clusters Score -548686.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -548740.625000 Penalty: 4160.106934
	Iteration 9Q: 3 clusters Score -548740.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -548788.187500 Penalty: 4160.106934
	Iteration 10Q: 3 clusters Score -548788.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -548834.875000 Penalty: 4160.106934
	Iteration 11Q: 3 clusters Score -548834.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -548879.500000 Penalty: 4160.106934
	Iteration 12Q: 3 clusters Score -548879.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -548918.625000 Penalty: 4160.106934
	Iteration 13Q: 3 clusters Score -548918.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -548958.500000 Penalty: 4160.106934
	Iteration 14Q: 3 clusters Score -548958.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -548991.500000 Penalty: 4160.106934
	Iteration 15Q: 3 clusters Score -548991.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -549026.812500 Penalty: 4160.106934
	Iteration 16Q: 3 clusters Score -549026.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -549060.062500 Penalty: 4160.106934
	Iteration 17Q: 3 clusters Score -549060.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -549087.812500 Penalty: 4160.106934
	Iteration 18Q: 3 clusters Score -549087.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -549114.062500 Penalty: 4160.106934
	Iteration 19Q: 3 clusters Score -549114.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -549139.437500 Penalty: 4160.106934
	Iteration 20F: 3 clusters Score -549139.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -549164.437500 Penalty: 4160.106934
	Iteration 21Q: 3 clusters Score -549164.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -549188.062500 Penalty: 4160.106934
	Iteration 22Q: 3 clusters Score -549188.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -549203.812500 Penalty: 4160.106934
	Iteration 23Q: 3 clusters Score -549203.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -549221.562500 Penalty: 4160.106934
	Iteration 24Q: 3 clusters Score -549221.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -549242.312500 Penalty: 4160.106934
	Iteration 25Q: 3 clusters Score -549242.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -549267.812500 Penalty: 4160.106934
	Iteration 26Q: 3 clusters Score -549267.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -549289.500000 Penalty: 4160.106934
	Iteration 27Q: 3 clusters Score -549289.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -549316.500000 Penalty: 4160.106934
	Iteration 28Q: 3 clusters Score -549316.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -549338.812500 Penalty: 4160.106934
	Iteration 29Q: 3 clusters Score -549338.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -549364.500000 Penalty: 4160.106934
	Iteration 30Q: 3 clusters Score -549364.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -549399.812500 Penalty: 4160.106934
	Iteration 31Q: 3 clusters Score -549399.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -549445.312500 Penalty: 4160.106934
	Iteration 32Q: 3 clusters Score -549445.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -549489.187500 Penalty: 4160.106934
	Iteration 33Q: 3 clusters Score -549489.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -549529.062500 Penalty: 4160.106934
	Iteration 34Q: 3 clusters Score -549529.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -549561.437500 Penalty: 4160.106934
	Iteration 35Q: 3 clusters Score -549561.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -549596.312500 Penalty: 4160.106934
	Iteration 36Q: 3 clusters Score -549596.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -549623.500000 Penalty: 4160.106934
	Iteration 37Q: 3 clusters Score -549623.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -549642.937500 Penalty: 4160.106934
	Iteration 38Q: 3 clusters Score -549642.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -549660.062500 Penalty: 4160.106934
	Iteration 39Q: 3 clusters Score -549660.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -549673.312500 Penalty: 4160.106934
	Iteration 40F: 3 clusters Score -549673.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -549694.125000 Penalty: 4160.106934
	Iteration 41Q: 3 clusters Score -549694.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -549715.625000 Penalty: 4160.106934
	Iteration 42Q: 3 clusters Score -549715.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -549733.375000 Penalty: 4160.106934
	Iteration 43Q: 3 clusters Score -549733.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -549750.375000 Penalty: 4160.106934
	Iteration 44Q: 3 clusters Score -549750.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -549778.750000 Penalty: 4160.106934
	Iteration 45Q: 3 clusters Score -549778.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -549807.937500 Penalty: 4160.106934
	Iteration 46Q: 3 clusters Score -549807.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -549826.500000 Penalty: 4160.106934
	Iteration 47Q: 3 clusters Score -549826.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -549843.312500 Penalty: 4160.106934
	Iteration 48Q: 3 clusters Score -549843.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -549856.062500 Penalty: 4160.106934
	Iteration 49Q: 3 clusters Score -549856.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -549868.812500 Penalty: 4160.106934
	Iteration 50Q: 3 clusters Score -549868.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -549880.500000 Penalty: 4160.106934
	Iteration 51Q: 3 clusters Score -549880.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -549889.250000 Penalty: 4160.106934
	Iteration 52Q: 3 clusters Score -549889.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -549896.812500 Penalty: 4160.106934
	Iteration 53Q: 3 clusters Score -549896.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -549904.062500 Penalty: 4160.106934
	Iteration 54Q: 3 clusters Score -549904.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -549909.375000 Penalty: 4160.106934
	Iteration 55Q: 3 clusters Score -549909.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -549914.937500 Penalty: 4160.106934
	Iteration 56Q: 3 clusters Score -549914.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -549922.875000 Penalty: 4160.106934
	Iteration 57Q: 3 clusters Score -549922.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -549928.875000 Penalty: 4160.106934
	Iteration 58Q: 3 clusters Score -549928.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -549935.937500 Penalty: 4160.106934
	Iteration 59Q: 3 clusters Score -549935.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -549939.312500 Penalty: 4160.106934
	Iteration 60F: 3 clusters Score -549939.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -549942.187500 Penalty: 4160.106934
	Iteration 61Q: 3 clusters Score -549942.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -549946.125000 Penalty: 4160.106934
	Iteration 62Q: 3 clusters Score -549946.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -549950.250000 Penalty: 4160.106934
	Iteration 63Q: 3 clusters Score -549950.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -549953.937500 Penalty: 4160.106934
	Iteration 64Q: 3 clusters Score -549953.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -549959.812500 Penalty: 4160.106934
	Iteration 65Q: 3 clusters Score -549959.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -549969.500000 Penalty: 4160.106934
	Iteration 66Q: 3 clusters Score -549969.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -549976.125000 Penalty: 4160.106934
	Iteration 67Q: 3 clusters Score -549976.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -549984.500000 Penalty: 4160.106934
	Iteration 68Q: 3 clusters Score -549984.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -549993.187500 Penalty: 4160.106934
	Iteration 69Q: 3 clusters Score -549993.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -549999.625000 Penalty: 4160.106934
	Iteration 70Q: 3 clusters Score -549999.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -550006.500000 Penalty: 4160.106934
	Iteration 71Q: 3 clusters Score -550006.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -550010.187500 Penalty: 4160.106934
	Iteration 72Q: 3 clusters Score -550010.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -550013.562500 Penalty: 4160.106934
	Iteration 73Q: 3 clusters Score -550013.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -550015.437500 Penalty: 4160.106934
	Iteration 74Q: 3 clusters Score -550015.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -550018.062500 Penalty: 4160.106934
	Iteration 75Q: 3 clusters Score -550018.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -550019.625000 Penalty: 4160.106934
	Iteration 76Q: 3 clusters Score -550019.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -550020.500000 Penalty: 4160.106934
	Iteration 77Q: 3 clusters Score -550020.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -550020.875000 Penalty: 4160.106934
	Iteration 78Q: 3 clusters Score -550020.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -550020.875000 Penalty: 4160.106934
	Iteration 79F: 3 clusters Score -550020.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Entering Unmasked Estep 
Score: -2298147.000000 Penalty: 2414.590332
	Iteration 0F: 2 clusters Score -2298147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2285963.500000 Penalty: 4829.180664
	Iteration 0F: 3 clusters Score -2285964 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2289857.250000 Penalty: 4829.180664
	Iteration 1F: 3 clusters Score -2289857 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2290187.000000 Penalty: 4829.180664
	Iteration 2F: 3 clusters Score -2290187 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2290459.000000 Penalty: 4829.180664
	Iteration 3Q: 3 clusters Score -2290459 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2290742.000000 Penalty: 4829.180664
	Iteration 4Q: 3 clusters Score -2290742 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2291065.000000 Penalty: 4829.180664
	Iteration 5Q: 3 clusters Score -2291065 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2291446.250000 Penalty: 4829.180664
	Iteration 6Q: 3 clusters Score -2291446 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2291994.750000 Penalty: 4829.180664
	Iteration 7F: 3 clusters Score -2291995 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2292638.250000 Penalty: 4829.180664
	Iteration 8F: 3 clusters Score -2292638 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2293264.000000 Penalty: 4829.180664
	Iteration 9F: 3 clusters Score -2293264 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2293842.750000 Penalty: 4829.180664
	Iteration 10F: 3 clusters Score -2293843 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2294320.500000 Penalty: 4829.180664
	Iteration 11Q: 3 clusters Score -2294320 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2294711.500000 Penalty: 4829.180664
	Iteration 12Q: 3 clusters Score -2294712 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2295041.000000 Penalty: 4829.180664
	Iteration 13Q: 3 clusters Score -2295041 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2295328.250000 Penalty: 4829.180664
	Iteration 14Q: 3 clusters Score -2295328 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2295531.500000 Penalty: 4829.180664
	Iteration 15Q: 3 clusters Score -2295532 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2295689.250000 Penalty: 4829.180664
	Iteration 16Q: 3 clusters Score -2295689 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2295805.750000 Penalty: 4829.180664
	Iteration 17Q: 3 clusters Score -2295806 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2295881.250000 Penalty: 4829.180664
	Iteration 18Q: 3 clusters Score -2295881 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2295925.000000 Penalty: 4829.180664
	Iteration 19Q: 3 clusters Score -2295925 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2295973.000000 Penalty: 4829.180664
	Iteration 20F: 3 clusters Score -2295973 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2296002.750000 Penalty: 4829.180664
	Iteration 21Q: 3 clusters Score -2296003 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2296041.000000 Penalty: 4829.180664
	Iteration 22Q: 3 clusters Score -2296041 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2296086.500000 Penalty: 4829.180664
	Iteration 23Q: 3 clusters Score -2296086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2296117.000000 Penalty: 4829.180664
	Iteration 24Q: 3 clusters Score -2296117 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2296143.000000 Penalty: 4829.180664
	Iteration 25Q: 3 clusters Score -2296143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2296164.000000 Penalty: 4829.180664
	Iteration 26Q: 3 clusters Score -2296164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2296178.250000 Penalty: 4829.180664
	Iteration 27Q: 3 clusters Score -2296178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2296185.500000 Penalty: 4829.180664
	Iteration 28Q: 3 clusters Score -2296186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2296187.500000 Penalty: 4829.180664
	Iteration 29Q: 3 clusters Score -2296188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2296192.750000 Penalty: 4829.180664
	Iteration 30Q: 3 clusters Score -2296193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2296198.000000 Penalty: 4829.180664
	Iteration 31Q: 3 clusters Score -2296198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2296204.750000 Penalty: 4829.180664
	Iteration 32Q: 3 clusters Score -2296205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2296206.750000 Penalty: 4829.180664
	Iteration 33Q: 3 clusters Score -2296207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2296213.750000 Penalty: 4829.180664
	Iteration 34Q: 3 clusters Score -2296214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2296215.250000 Penalty: 4829.180664
	Iteration 35Q: 3 clusters Score -2296215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2296216.000000 Penalty: 4829.180664
	Iteration 36Q: 3 clusters Score -2296216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2296215.750000 Penalty: 4829.180664
	Iteration 37Q: 3 clusters Score -2296216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2296215.750000 Penalty: 4829.180664
	Iteration 38F: 3 clusters Score -2296216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Entering Unmasked Estep 
Score: -1631908.000000 Penalty: 2329.731201
	Iteration 0F: 2 clusters Score -1631908 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 6035 members 
Entering Unmasked Estep 
Score: -1622903.500000 Penalty: 4659.462402
	Iteration 0F: 3 clusters Score -1622904 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1625599.500000 Penalty: 4659.462402
	Iteration 1F: 3 clusters Score -1625600 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1626002.375000 Penalty: 4659.462402
	Iteration 2F: 3 clusters Score -1626002 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1626367.875000 Penalty: 4659.462402
	Iteration 3F: 3 clusters Score -1626368 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1626747.875000 Penalty: 4659.462402
	Iteration 4F: 3 clusters Score -1626748 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1627195.250000 Penalty: 4659.462402
	Iteration 5F: 3 clusters Score -1627195 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1627736.625000 Penalty: 4659.462402
	Iteration 6F: 3 clusters Score -1627737 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1628320.625000 Penalty: 4659.462402
	Iteration 7F: 3 clusters Score -1628321 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1628834.000000 Penalty: 4659.462402
	Iteration 8F: 3 clusters Score -1628834 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1629189.375000 Penalty: 4659.462402
	Iteration 9Q: 3 clusters Score -1629189 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1629402.500000 Penalty: 4659.462402
	Iteration 10Q: 3 clusters Score -1629402 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1629515.250000 Penalty: 4659.462402
	Iteration 11Q: 3 clusters Score -1629515 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1629600.625000 Penalty: 4659.462402
	Iteration 12Q: 3 clusters Score -1629601 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1629664.875000 Penalty: 4659.462402
	Iteration 13Q: 3 clusters Score -1629665 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1629711.000000 Penalty: 4659.462402
	Iteration 14Q: 3 clusters Score -1629711 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1629746.875000 Penalty: 4659.462402
	Iteration 15Q: 3 clusters Score -1629747 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1629756.500000 Penalty: 4659.462402
	Iteration 16Q: 3 clusters Score -1629756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1629769.125000 Penalty: 4659.462402
	Iteration 17Q: 3 clusters Score -1629769 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1629785.375000 Penalty: 4659.462402
	Iteration 18Q: 3 clusters Score -1629785 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1629795.375000 Penalty: 4659.462402
	Iteration 19Q: 3 clusters Score -1629795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1629800.625000 Penalty: 4659.462402
	Iteration 20F: 3 clusters Score -1629801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1629808.250000 Penalty: 4659.462402
	Iteration 21Q: 3 clusters Score -1629808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1629813.500000 Penalty: 4659.462402
	Iteration 22Q: 3 clusters Score -1629814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1629816.875000 Penalty: 4659.462402
	Iteration 23Q: 3 clusters Score -1629817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1629816.625000 Penalty: 4659.462402
	Iteration 24Q: 3 clusters Score -1629817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1629820.250000 Penalty: 4659.462402
	Iteration 25Q: 3 clusters Score -1629820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1629820.875000 Penalty: 4659.462402
	Iteration 26Q: 3 clusters Score -1629821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1629820.625000 Penalty: 4659.462402
	Iteration 27Q: 3 clusters Score -1629821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1629821.750000 Penalty: 4659.462402
	Iteration 28Q: 3 clusters Score -1629822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1629821.625000 Penalty: 4659.462402
	Iteration 29Q: 3 clusters Score -1629822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1629821.750000 Penalty: 4659.462402
	Iteration 30Q: 3 clusters Score -1629822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1629821.750000 Penalty: 4659.462402
	Iteration 31F: 3 clusters Score -1629822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -119424.632812 Penalty: 1702.223267
	Iteration 0F: 2 clusters Score -119424.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -117548.382812 Penalty: 3404.446533
	Iteration 0F: 3 clusters Score -117548.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -117947.765625 Penalty: 3404.446533
	Iteration 1F: 3 clusters Score -117947.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -118325.406250 Penalty: 3404.446533
	Iteration 2F: 3 clusters Score -118325.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -118539.101562 Penalty: 3404.446533
	Iteration 3F: 3 clusters Score -118539.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -118658.023438 Penalty: 3404.446533
	Iteration 4Q: 3 clusters Score -118658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -118730.328125 Penalty: 3404.446533
	Iteration 5Q: 3 clusters Score -118730.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -118778.328125 Penalty: 3404.446533
	Iteration 6Q: 3 clusters Score -118778.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -118829.664062 Penalty: 3404.446533
	Iteration 7Q: 3 clusters Score -118829.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -118873.085938 Penalty: 3404.446533
	Iteration 8Q: 3 clusters Score -118873.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -118929.671875 Penalty: 3404.446533
	Iteration 9Q: 3 clusters Score -118929.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -118968.539062 Penalty: 3404.446533
	Iteration 10Q: 3 clusters Score -118968.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -118981.820312 Penalty: 3404.446533
	Iteration 11Q: 3 clusters Score -118981.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -118993.851562 Penalty: 3404.446533
	Iteration 12Q: 3 clusters Score -118993.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -119000.835938 Penalty: 3404.446533
	Iteration 13Q: 3 clusters Score -119000.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -119012.070312 Penalty: 3404.446533
	Iteration 14Q: 3 clusters Score -119012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -119016.679688 Penalty: 3404.446533
	Iteration 15Q: 3 clusters Score -119016.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -119029.242188 Penalty: 3404.446533
	Iteration 16Q: 3 clusters Score -119029.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -119039.031250 Penalty: 3404.446533
	Iteration 17Q: 3 clusters Score -119039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -119052.117188 Penalty: 3404.446533
	Iteration 18Q: 3 clusters Score -119052.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -119071.554688 Penalty: 3404.446533
	Iteration 19Q: 3 clusters Score -119071.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -119091.960938 Penalty: 3404.446533
	Iteration 20F: 3 clusters Score -119092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -119111.570312 Penalty: 3404.446533
	Iteration 21Q: 3 clusters Score -119111.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -119121.695312 Penalty: 3404.446533
	Iteration 22Q: 3 clusters Score -119121.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -119135.015625 Penalty: 3404.446533
	Iteration 23Q: 3 clusters Score -119135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -119145.140625 Penalty: 3404.446533
	Iteration 24Q: 3 clusters Score -119145.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -119163.531250 Penalty: 3404.446533
	Iteration 25Q: 3 clusters Score -119163.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -119177.820312 Penalty: 3404.446533
	Iteration 26Q: 3 clusters Score -119177.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -119199.375000 Penalty: 3404.446533
	Iteration 27Q: 3 clusters Score -119199.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -119240.046875 Penalty: 3404.446533
	Iteration 28Q: 3 clusters Score -119240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -119330.867188 Penalty: 3404.446533
	Iteration 29Q: 3 clusters Score -119330.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -119393.835938 Penalty: 3404.446533
	Iteration 30Q: 3 clusters Score -119393.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -119446.562500 Penalty: 3404.446533
	Iteration 31Q: 3 clusters Score -119446.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -119469.148438 Penalty: 3404.446533
	Iteration 32Q: 3 clusters Score -119469.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -119494.632812 Penalty: 3404.446533
	Iteration 33Q: 3 clusters Score -119494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -119499.476562 Penalty: 3404.446533
	Iteration 34Q: 3 clusters Score -119499.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -119499.476562 Penalty: 3404.446533
	Iteration 35F: 3 clusters Score -119499.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37322 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167207 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8164 members 
Mstep: Class 16 contains 18258 members 
Mstep: Class 17 contains 88716 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36757 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 588 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7056 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3079 members 
Mstep: Class 35 contains 369 members 
Entering Unmasked Estep 
Score: -100913944.000000 Penalty: 117577.601562
Splitting cluster 28 changes total score from -100915304.000000 to -100913944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -16175.111328 Penalty: 1227.292480
	Iteration 0F: 2 clusters Score -16175.11 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 68 members 
Entering Unmasked Estep 
Score: -15196.542969 Penalty: 2454.584961
	Iteration 0F: 3 clusters Score -15196.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15224.527344 Penalty: 2454.584961
	Iteration 1Q: 3 clusters Score -15224.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15224.527344 Penalty: 2454.584961
	Iteration 2F: 3 clusters Score -15224.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Entering Unmasked Estep 
Score: -863243.000000 Penalty: 2197.685059
	Iteration 0F: 2 clusters Score -863243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -857420.937500 Penalty: 4395.370117
	Iteration 0F: 3 clusters Score -857420.9 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -858999.437500 Penalty: 4395.370117
	Iteration 1F: 3 clusters Score -858999.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -859348.375000 Penalty: 4395.370117
	Iteration 2F: 3 clusters Score -859348.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -859567.125000 Penalty: 4395.370117
	Iteration 3F: 3 clusters Score -859567.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -859769.562500 Penalty: 4395.370117
	Iteration 4Q: 3 clusters Score -859769.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -859958.750000 Penalty: 4395.370117
	Iteration 5Q: 3 clusters Score -859958.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -860109.625000 Penalty: 4395.370117
	Iteration 6Q: 3 clusters Score -860109.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -860235.937500 Penalty: 4395.370117
	Iteration 7Q: 3 clusters Score -860235.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -860359.250000 Penalty: 4395.370117
	Iteration 8Q: 3 clusters Score -860359.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -860469.187500 Penalty: 4395.370117
	Iteration 9Q: 3 clusters Score -860469.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -860550.375000 Penalty: 4395.370117
	Iteration 10Q: 3 clusters Score -860550.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -860629.312500 Penalty: 4395.370117
	Iteration 11Q: 3 clusters Score -860629.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -860715.875000 Penalty: 4395.370117
	Iteration 12Q: 3 clusters Score -860715.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -860805.125000 Penalty: 4395.370117
	Iteration 13Q: 3 clusters Score -860805.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -860867.812500 Penalty: 4395.370117
	Iteration 14Q: 3 clusters Score -860867.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -860916.062500 Penalty: 4395.370117
	Iteration 15Q: 3 clusters Score -860916.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -860950.687500 Penalty: 4395.370117
	Iteration 16Q: 3 clusters Score -860950.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -860987.562500 Penalty: 4395.370117
	Iteration 17Q: 3 clusters Score -860987.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -861011.812500 Penalty: 4395.370117
	Iteration 18Q: 3 clusters Score -861011.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -861035.500000 Penalty: 4395.370117
	Iteration 19Q: 3 clusters Score -861035.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -861058.187500 Penalty: 4395.370117
	Iteration 20F: 3 clusters Score -861058.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -861081.687500 Penalty: 4395.370117
	Iteration 21Q: 3 clusters Score -861081.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -861101.625000 Penalty: 4395.370117
	Iteration 22Q: 3 clusters Score -861101.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -861121.000000 Penalty: 4395.370117
	Iteration 23Q: 3 clusters Score -861121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -861134.437500 Penalty: 4395.370117
	Iteration 24Q: 3 clusters Score -861134.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -861146.937500 Penalty: 4395.370117
	Iteration 25Q: 3 clusters Score -861146.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -861155.812500 Penalty: 4395.370117
	Iteration 26Q: 3 clusters Score -861155.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -861163.187500 Penalty: 4395.370117
	Iteration 27Q: 3 clusters Score -861163.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -861168.687500 Penalty: 4395.370117
	Iteration 28Q: 3 clusters Score -861168.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -861177.812500 Penalty: 4395.370117
	Iteration 29Q: 3 clusters Score -861177.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -861187.562500 Penalty: 4395.370117
	Iteration 30Q: 3 clusters Score -861187.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -861194.187500 Penalty: 4395.370117
	Iteration 31Q: 3 clusters Score -861194.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -861199.375000 Penalty: 4395.370117
	Iteration 32Q: 3 clusters Score -861199.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -861205.562500 Penalty: 4395.370117
	Iteration 33Q: 3 clusters Score -861205.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -861208.625000 Penalty: 4395.370117
	Iteration 34Q: 3 clusters Score -861208.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -861211.250000 Penalty: 4395.370117
	Iteration 35Q: 3 clusters Score -861211.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -861215.875000 Penalty: 4395.370117
	Iteration 36Q: 3 clusters Score -861215.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -861219.437500 Penalty: 4395.370117
	Iteration 37Q: 3 clusters Score -861219.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -861221.062500 Penalty: 4395.370117
	Iteration 38Q: 3 clusters Score -861221.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -861221.000000 Penalty: 4395.370117
	Iteration 39Q: 3 clusters Score -861221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -861224.625000 Penalty: 4395.370117
	Iteration 40F: 3 clusters Score -861224.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -861226.125000 Penalty: 4395.370117
	Iteration 41Q: 3 clusters Score -861226.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -861226.937500 Penalty: 4395.370117
	Iteration 42Q: 3 clusters Score -861226.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -861228.750000 Penalty: 4395.370117
	Iteration 43Q: 3 clusters Score -861228.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -861229.812500 Penalty: 4395.370117
	Iteration 44Q: 3 clusters Score -861229.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -861227.812500 Penalty: 4395.370117
	Iteration 45Q: 3 clusters Score -861227.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -861230.000000 Penalty: 4395.370117
	Iteration 46Q: 3 clusters Score -861230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -861228.750000 Penalty: 4395.370117
	Iteration 47Q: 3 clusters Score -861228.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -861229.875000 Penalty: 4395.370117
	Iteration 48Q: 3 clusters Score -861229.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -861230.062500 Penalty: 4395.370117
	Iteration 49Q: 3 clusters Score -861230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -861230.250000 Penalty: 4395.370117
	Iteration 50Q: 3 clusters Score -861230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -861232.562500 Penalty: 4395.370117
	Iteration 51Q: 3 clusters Score -861232.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -861233.000000 Penalty: 4395.370117
	Iteration 52Q: 3 clusters Score -861233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -861233.750000 Penalty: 4395.370117
	Iteration 53Q: 3 clusters Score -861233.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -861232.562500 Penalty: 4395.370117
	Iteration 54Q: 3 clusters Score -861232.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -861233.500000 Penalty: 4395.370117
	Iteration 55Q: 3 clusters Score -861233.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -861234.062500 Penalty: 4395.370117
	Iteration 56Q: 3 clusters Score -861234.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -861234.812500 Penalty: 4395.370117
	Iteration 57Q: 3 clusters Score -861234.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -861235.750000 Penalty: 4395.370117
	Iteration 58Q: 3 clusters Score -861235.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -861237.062500 Penalty: 4395.370117
	Iteration 59Q: 3 clusters Score -861237.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -861237.062500 Penalty: 4395.370117
	Iteration 60F: 3 clusters Score -861237.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Entering Unmasked Estep 
Score: -883638.187500 Penalty: 2179.797852
	Iteration 0F: 2 clusters Score -883638.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -878118.062500 Penalty: 4359.595703
	Iteration 0F: 3 clusters Score -878118.1 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -879585.062500 Penalty: 4359.595703
	Iteration 1F: 3 clusters Score -879585.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -879853.750000 Penalty: 4359.595703
	Iteration 2F: 3 clusters Score -879853.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -880048.312500 Penalty: 4359.595703
	Iteration 3F: 3 clusters Score -880048.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -880197.625000 Penalty: 4359.595703
	Iteration 4Q: 3 clusters Score -880197.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -880348.562500 Penalty: 4359.595703
	Iteration 5Q: 3 clusters Score -880348.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -880496.125000 Penalty: 4359.595703
	Iteration 6Q: 3 clusters Score -880496.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -880647.500000 Penalty: 4359.595703
	Iteration 7Q: 3 clusters Score -880647.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -880790.687500 Penalty: 4359.595703
	Iteration 8Q: 3 clusters Score -880790.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -880910.812500 Penalty: 4359.595703
	Iteration 9Q: 3 clusters Score -880910.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -881017.250000 Penalty: 4359.595703
	Iteration 10Q: 3 clusters Score -881017.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -881113.625000 Penalty: 4359.595703
	Iteration 11Q: 3 clusters Score -881113.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -881184.875000 Penalty: 4359.595703
	Iteration 12Q: 3 clusters Score -881184.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -881247.500000 Penalty: 4359.595703
	Iteration 13Q: 3 clusters Score -881247.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -881313.687500 Penalty: 4359.595703
	Iteration 14Q: 3 clusters Score -881313.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -881363.937500 Penalty: 4359.595703
	Iteration 15Q: 3 clusters Score -881363.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -881409.375000 Penalty: 4359.595703
	Iteration 16Q: 3 clusters Score -881409.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -881446.250000 Penalty: 4359.595703
	Iteration 17Q: 3 clusters Score -881446.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -881476.812500 Penalty: 4359.595703
	Iteration 18Q: 3 clusters Score -881476.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -881501.250000 Penalty: 4359.595703
	Iteration 19Q: 3 clusters Score -881501.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -881526.375000 Penalty: 4359.595703
	Iteration 20F: 3 clusters Score -881526.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -881559.625000 Penalty: 4359.595703
	Iteration 21Q: 3 clusters Score -881559.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -881588.437500 Penalty: 4359.595703
	Iteration 22Q: 3 clusters Score -881588.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -881613.437500 Penalty: 4359.595703
	Iteration 23Q: 3 clusters Score -881613.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -881631.375000 Penalty: 4359.595703
	Iteration 24Q: 3 clusters Score -881631.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -881640.875000 Penalty: 4359.595703
	Iteration 25Q: 3 clusters Score -881640.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -881648.750000 Penalty: 4359.595703
	Iteration 26Q: 3 clusters Score -881648.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -881657.562500 Penalty: 4359.595703
	Iteration 27Q: 3 clusters Score -881657.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -881666.875000 Penalty: 4359.595703
	Iteration 28Q: 3 clusters Score -881666.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -881673.312500 Penalty: 4359.595703
	Iteration 29Q: 3 clusters Score -881673.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -881674.687500 Penalty: 4359.595703
	Iteration 30Q: 3 clusters Score -881674.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -881679.000000 Penalty: 4359.595703
	Iteration 31Q: 3 clusters Score -881679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -881681.750000 Penalty: 4359.595703
	Iteration 32Q: 3 clusters Score -881681.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -881683.062500 Penalty: 4359.595703
	Iteration 33Q: 3 clusters Score -881683.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -881685.625000 Penalty: 4359.595703
	Iteration 34Q: 3 clusters Score -881685.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -881688.187500 Penalty: 4359.595703
	Iteration 35Q: 3 clusters Score -881688.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -881688.687500 Penalty: 4359.595703
	Iteration 36Q: 3 clusters Score -881688.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -881687.812500 Penalty: 4359.595703
	Iteration 37Q: 3 clusters Score -881687.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -881689.437500 Penalty: 4359.595703
	Iteration 38Q: 3 clusters Score -881689.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -881689.437500 Penalty: 4359.595703
	Iteration 39F: 3 clusters Score -881689.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Entering Unmasked Estep 
Score: -1480611.750000 Penalty: 2310.692627
	Iteration 0F: 2 clusters Score -1480612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1472167.000000 Penalty: 4621.385254
	Iteration 0F: 3 clusters Score -1472167 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1474621.375000 Penalty: 4621.385254
	Iteration 1F: 3 clusters Score -1474621 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1474955.125000 Penalty: 4621.385254
	Iteration 2F: 3 clusters Score -1474955 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1475216.375000 Penalty: 4621.385254
	Iteration 3F: 3 clusters Score -1475216 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1475428.250000 Penalty: 4621.385254
	Iteration 4Q: 3 clusters Score -1475428 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1475618.125000 Penalty: 4621.385254
	Iteration 5Q: 3 clusters Score -1475618 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1475791.625000 Penalty: 4621.385254
	Iteration 6Q: 3 clusters Score -1475792 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1475973.500000 Penalty: 4621.385254
	Iteration 7Q: 3 clusters Score -1475974 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1476149.250000 Penalty: 4621.385254
	Iteration 8Q: 3 clusters Score -1476149 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1476349.375000 Penalty: 4621.385254
	Iteration 9Q: 3 clusters Score -1476349 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1476567.625000 Penalty: 4621.385254
	Iteration 10Q: 3 clusters Score -1476568 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1476824.875000 Penalty: 4621.385254
	Iteration 11Q: 3 clusters Score -1476825 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1477094.625000 Penalty: 4621.385254
	Iteration 12Q: 3 clusters Score -1477095 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1477373.750000 Penalty: 4621.385254
	Iteration 13Q: 3 clusters Score -1477374 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1477644.875000 Penalty: 4621.385254
	Iteration 14Q: 3 clusters Score -1477645 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1477859.125000 Penalty: 4621.385254
	Iteration 15Q: 3 clusters Score -1477859 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1478041.625000 Penalty: 4621.385254
	Iteration 16Q: 3 clusters Score -1478042 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1478173.250000 Penalty: 4621.385254
	Iteration 17Q: 3 clusters Score -1478173 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1478273.250000 Penalty: 4621.385254
	Iteration 18Q: 3 clusters Score -1478273 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1478341.875000 Penalty: 4621.385254
	Iteration 19Q: 3 clusters Score -1478342 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1478401.500000 Penalty: 4621.385254
	Iteration 20F: 3 clusters Score -1478402 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1478454.500000 Penalty: 4621.385254
	Iteration 21Q: 3 clusters Score -1478454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1478487.000000 Penalty: 4621.385254
	Iteration 22Q: 3 clusters Score -1478487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1478504.500000 Penalty: 4621.385254
	Iteration 23Q: 3 clusters Score -1478504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1478518.625000 Penalty: 4621.385254
	Iteration 24Q: 3 clusters Score -1478519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1478533.875000 Penalty: 4621.385254
	Iteration 25Q: 3 clusters Score -1478534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1478548.750000 Penalty: 4621.385254
	Iteration 26Q: 3 clusters Score -1478549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1478551.875000 Penalty: 4621.385254
	Iteration 27Q: 3 clusters Score -1478552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1478562.375000 Penalty: 4621.385254
	Iteration 28Q: 3 clusters Score -1478562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1478574.250000 Penalty: 4621.385254
	Iteration 29Q: 3 clusters Score -1478574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1478577.625000 Penalty: 4621.385254
	Iteration 30Q: 3 clusters Score -1478578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1478583.125000 Penalty: 4621.385254
	Iteration 31Q: 3 clusters Score -1478583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1478581.750000 Penalty: 4621.385254
	Iteration 32Q: 3 clusters Score -1478582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1478583.375000 Penalty: 4621.385254
	Iteration 33Q: 3 clusters Score -1478583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1478585.750000 Penalty: 4621.385254
	Iteration 34Q: 3 clusters Score -1478586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1478585.750000 Penalty: 4621.385254
	Iteration 35F: 3 clusters Score -1478586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Entering Unmasked Estep 
Score: -627093.562500 Penalty: 2117.077881
	Iteration 0F: 2 clusters Score -627093.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -622524.312500 Penalty: 4234.155762
	Iteration 0F: 3 clusters Score -622524.3 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -623899.812500 Penalty: 4234.155762
	Iteration 1F: 3 clusters Score -623899.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -624340.937500 Penalty: 4234.155762
	Iteration 2F: 3 clusters Score -624340.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -624650.937500 Penalty: 4234.155762
	Iteration 3F: 3 clusters Score -624650.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -624895.125000 Penalty: 4234.155762
	Iteration 4F: 3 clusters Score -624895.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -625047.875000 Penalty: 4234.155762
	Iteration 5Q: 3 clusters Score -625047.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -625161.937500 Penalty: 4234.155762
	Iteration 6Q: 3 clusters Score -625161.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -625264.250000 Penalty: 4234.155762
	Iteration 7Q: 3 clusters Score -625264.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -625343.437500 Penalty: 4234.155762
	Iteration 8Q: 3 clusters Score -625343.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -625395.312500 Penalty: 4234.155762
	Iteration 9Q: 3 clusters Score -625395.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -625433.500000 Penalty: 4234.155762
	Iteration 10Q: 3 clusters Score -625433.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -625461.062500 Penalty: 4234.155762
	Iteration 11Q: 3 clusters Score -625461.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -625482.937500 Penalty: 4234.155762
	Iteration 12Q: 3 clusters Score -625482.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -625501.250000 Penalty: 4234.155762
	Iteration 13Q: 3 clusters Score -625501.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -625517.437500 Penalty: 4234.155762
	Iteration 14Q: 3 clusters Score -625517.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -625532.500000 Penalty: 4234.155762
	Iteration 15Q: 3 clusters Score -625532.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -625546.875000 Penalty: 4234.155762
	Iteration 16Q: 3 clusters Score -625546.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -625560.125000 Penalty: 4234.155762
	Iteration 17Q: 3 clusters Score -625560.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -625577.062500 Penalty: 4234.155762
	Iteration 18Q: 3 clusters Score -625577.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -625591.875000 Penalty: 4234.155762
	Iteration 19Q: 3 clusters Score -625591.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -625608.437500 Penalty: 4234.155762
	Iteration 20F: 3 clusters Score -625608.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -625621.437500 Penalty: 4234.155762
	Iteration 21Q: 3 clusters Score -625621.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -625633.437500 Penalty: 4234.155762
	Iteration 22Q: 3 clusters Score -625633.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -625647.125000 Penalty: 4234.155762
	Iteration 23Q: 3 clusters Score -625647.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -625655.437500 Penalty: 4234.155762
	Iteration 24Q: 3 clusters Score -625655.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -625667.500000 Penalty: 4234.155762
	Iteration 25Q: 3 clusters Score -625667.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -625676.250000 Penalty: 4234.155762
	Iteration 26Q: 3 clusters Score -625676.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -625683.312500 Penalty: 4234.155762
	Iteration 27Q: 3 clusters Score -625683.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -625687.625000 Penalty: 4234.155762
	Iteration 28Q: 3 clusters Score -625687.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -625693.062500 Penalty: 4234.155762
	Iteration 29Q: 3 clusters Score -625693.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -625695.937500 Penalty: 4234.155762
	Iteration 30Q: 3 clusters Score -625695.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -625698.937500 Penalty: 4234.155762
	Iteration 31Q: 3 clusters Score -625698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -625700.000000 Penalty: 4234.155762
	Iteration 32Q: 3 clusters Score -625700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -625700.437500 Penalty: 4234.155762
	Iteration 33Q: 3 clusters Score -625700.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -625701.062500 Penalty: 4234.155762
	Iteration 34Q: 3 clusters Score -625701.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -625702.437500 Penalty: 4234.155762
	Iteration 35Q: 3 clusters Score -625702.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -625701.875000 Penalty: 4234.155762
	Iteration 36Q: 3 clusters Score -625701.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -625701.875000 Penalty: 4234.155762
	Iteration 37F: 3 clusters Score -625701.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Entering Unmasked Estep 
Score: -411076.625000 Penalty: 1992.025269
	Iteration 0F: 2 clusters Score -411076.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -407742.406250 Penalty: 3984.050537
	Iteration 0F: 3 clusters Score -407742.4 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -408427.781250 Penalty: 3984.050537
	Iteration 1F: 3 clusters Score -408427.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -408577.593750 Penalty: 3984.050537
	Iteration 2F: 3 clusters Score -408577.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -408678.343750 Penalty: 3984.050537
	Iteration 3Q: 3 clusters Score -408678.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -408736.187500 Penalty: 3984.050537
	Iteration 4Q: 3 clusters Score -408736.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -408784.562500 Penalty: 3984.050537
	Iteration 5Q: 3 clusters Score -408784.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -408816.750000 Penalty: 3984.050537
	Iteration 6Q: 3 clusters Score -408816.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -408841.375000 Penalty: 3984.050537
	Iteration 7Q: 3 clusters Score -408841.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -408863.156250 Penalty: 3984.050537
	Iteration 8Q: 3 clusters Score -408863.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -408877.437500 Penalty: 3984.050537
	Iteration 9Q: 3 clusters Score -408877.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -408886.343750 Penalty: 3984.050537
	Iteration 10Q: 3 clusters Score -408886.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -408898.906250 Penalty: 3984.050537
	Iteration 11Q: 3 clusters Score -408898.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -408907.250000 Penalty: 3984.050537
	Iteration 12Q: 3 clusters Score -408907.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -408913.562500 Penalty: 3984.050537
	Iteration 13Q: 3 clusters Score -408913.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -408921.406250 Penalty: 3984.050537
	Iteration 14Q: 3 clusters Score -408921.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -408927.031250 Penalty: 3984.050537
	Iteration 15Q: 3 clusters Score -408927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -408930.656250 Penalty: 3984.050537
	Iteration 16Q: 3 clusters Score -408930.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -408932.718750 Penalty: 3984.050537
	Iteration 17Q: 3 clusters Score -408932.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -408934.750000 Penalty: 3984.050537
	Iteration 18Q: 3 clusters Score -408934.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -408936.937500 Penalty: 3984.050537
	Iteration 19Q: 3 clusters Score -408936.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -408940.750000 Penalty: 3984.050537
	Iteration 20F: 3 clusters Score -408940.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -408944.968750 Penalty: 3984.050537
	Iteration 21Q: 3 clusters Score -408945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -408946.687500 Penalty: 3984.050537
	Iteration 22Q: 3 clusters Score -408946.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -408948.968750 Penalty: 3984.050537
	Iteration 23Q: 3 clusters Score -408949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -408949.812500 Penalty: 3984.050537
	Iteration 24Q: 3 clusters Score -408949.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -408952.125000 Penalty: 3984.050537
	Iteration 25Q: 3 clusters Score -408952.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -408953.343750 Penalty: 3984.050537
	Iteration 26Q: 3 clusters Score -408953.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -408954.687500 Penalty: 3984.050537
	Iteration 27Q: 3 clusters Score -408954.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -408954.875000 Penalty: 3984.050537
	Iteration 28Q: 3 clusters Score -408954.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -408958.218750 Penalty: 3984.050537
	Iteration 29Q: 3 clusters Score -408958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -408959.375000 Penalty: 3984.050537
	Iteration 30Q: 3 clusters Score -408959.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -408961.406250 Penalty: 3984.050537
	Iteration 31Q: 3 clusters Score -408961.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -408963.375000 Penalty: 3984.050537
	Iteration 32Q: 3 clusters Score -408963.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -408963.656250 Penalty: 3984.050537
	Iteration 33Q: 3 clusters Score -408963.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -408963.656250 Penalty: 3984.050537
	Iteration 34F: 3 clusters Score -408963.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37322 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167207 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8164 members 
Mstep: Class 16 contains 18258 members 
Mstep: Class 17 contains 88716 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 36757 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7056 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915328.000000 Penalty: 114218.242188
Iteration 119Q: 35 clusters Score -1.009153e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37322 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167206 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 21143 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8163 members 
Mstep: Class 16 contains 18255 members 
Mstep: Class 17 contains 88716 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13841 members 
Mstep: Class 21 contains 36754 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7062 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915376.000000 Penalty: 114218.242188
Iteration 120F: 35 clusters Score -1.009154e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37324 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167206 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21144 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8162 members 
Mstep: Class 16 contains 18251 members 
Mstep: Class 17 contains 88716 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36753 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7066 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 5100 members 
Mstep: Class 34 contains 3078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915408.000000 Penalty: 114218.242188
Iteration 121Q: 35 clusters Score -1.009154e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37326 members 
Mstep: Class 7 contains 9387 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167206 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21144 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8161 members 
Mstep: Class 16 contains 18245 members 
Mstep: Class 17 contains 88716 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36755 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6413 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7071 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11130 members 
Mstep: Class 33 contains 5100 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915400.000000 Penalty: 114218.242188
Iteration 122Q: 35 clusters Score -1.009154e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11281 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37326 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167206 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21144 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8161 members 
Mstep: Class 16 contains 18242 members 
Mstep: Class 17 contains 88715 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36756 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6413 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7075 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11130 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915440.000000 Penalty: 114218.242188
Iteration 123Q: 35 clusters Score -1.009154e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37326 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167206 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21145 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8161 members 
Mstep: Class 16 contains 18239 members 
Mstep: Class 17 contains 88713 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36758 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6413 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7078 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11130 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915432.000000 Penalty: 114218.242188
Iteration 124Q: 35 clusters Score -1.009154e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37326 members 
Mstep: Class 7 contains 9387 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167206 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21145 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8161 members 
Mstep: Class 16 contains 18237 members 
Mstep: Class 17 contains 88713 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36756 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6413 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7083 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11130 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915384.000000 Penalty: 114218.242188
Iteration 125Q: 35 clusters Score -1.009154e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37325 members 
Mstep: Class 7 contains 9386 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167207 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21145 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8161 members 
Mstep: Class 16 contains 18234 members 
Mstep: Class 17 contains 88713 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36756 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6413 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7087 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11130 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915392.000000 Penalty: 114218.242188
Iteration 126Q: 35 clusters Score -1.009154e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37325 members 
Mstep: Class 7 contains 9386 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167207 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21145 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8160 members 
Mstep: Class 16 contains 18232 members 
Mstep: Class 17 contains 88713 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36757 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6413 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7090 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11130 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915392.000000 Penalty: 114218.242188
Iteration 127Q: 35 clusters Score -1.009154e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37326 members 
Mstep: Class 7 contains 9386 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167207 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21145 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8157 members 
Mstep: Class 16 contains 18229 members 
Mstep: Class 17 contains 88713 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36757 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7093 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11131 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915368.000000 Penalty: 114218.242188
Iteration 128Q: 35 clusters Score -1.009154e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37326 members 
Mstep: Class 7 contains 9386 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167207 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21145 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8154 members 
Mstep: Class 16 contains 18225 members 
Mstep: Class 17 contains 88713 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36757 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7097 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11133 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915424.000000 Penalty: 114218.242188
Iteration 129Q: 35 clusters Score -1.009154e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37326 members 
Mstep: Class 7 contains 9385 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167207 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21145 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8154 members 
Mstep: Class 16 contains 18222 members 
Mstep: Class 17 contains 88713 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36758 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7101 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 11133 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915408.000000 Penalty: 114218.242188
Iteration 130Q: 35 clusters Score -1.009154e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37327 members 
Mstep: Class 7 contains 9384 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167207 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21145 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8153 members 
Mstep: Class 16 contains 18219 members 
Mstep: Class 17 contains 88713 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36757 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7106 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11135 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915408.000000 Penalty: 114218.242188
Iteration 131Q: 35 clusters Score -1.009154e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37328 members 
Mstep: Class 7 contains 9383 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167207 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21145 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8151 members 
Mstep: Class 16 contains 18217 members 
Mstep: Class 17 contains 88713 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36758 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7109 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 11137 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915384.000000 Penalty: 114218.242188
Iteration 132Q: 35 clusters Score -1.009154e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37328 members 
Mstep: Class 7 contains 9380 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167208 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21142 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8151 members 
Mstep: Class 16 contains 18214 members 
Mstep: Class 17 contains 88713 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36761 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16917 members 
Mstep: Class 27 contains 12018 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7115 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 11137 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915344.000000 Penalty: 114218.242188
Iteration 133Q: 35 clusters Score -1.009153e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37329 members 
Mstep: Class 7 contains 9376 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167207 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21142 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8151 members 
Mstep: Class 16 contains 18209 members 
Mstep: Class 17 contains 88713 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36761 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16917 members 
Mstep: Class 27 contains 12017 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7124 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11138 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915344.000000 Penalty: 114218.242188
Iteration 134Q: 35 clusters Score -1.009153e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37330 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167207 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21142 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8151 members 
Mstep: Class 16 contains 18203 members 
Mstep: Class 17 contains 88713 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36762 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12018 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7130 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11139 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915408.000000 Penalty: 114218.242188
Iteration 135Q: 35 clusters Score -1.009154e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37329 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167207 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21141 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8150 members 
Mstep: Class 16 contains 18198 members 
Mstep: Class 17 contains 88713 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36760 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12019 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7137 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11140 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915408.000000 Penalty: 114218.242188
Iteration 136Q: 35 clusters Score -1.009154e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37331 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167206 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21142 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8150 members 
Mstep: Class 16 contains 18189 members 
Mstep: Class 17 contains 88713 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36761 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12020 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7141 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11140 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915408.000000 Penalty: 114218.242188
Iteration 137Q: 35 clusters Score -1.009154e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37331 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167205 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21144 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8149 members 
Mstep: Class 16 contains 18180 members 
Mstep: Class 17 contains 88712 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36765 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7145 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11140 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915400.000000 Penalty: 114218.242188
Iteration 138Q: 35 clusters Score -1.009154e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37329 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167205 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21145 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8149 members 
Mstep: Class 16 contains 18175 members 
Mstep: Class 17 contains 88712 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36766 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12023 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7150 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11140 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915416.000000 Penalty: 114218.242188
Iteration 139Q: 35 clusters Score -1.009154e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37328 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167205 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21145 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8149 members 
Mstep: Class 16 contains 18172 members 
Mstep: Class 17 contains 88712 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36765 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12023 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7157 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11140 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915408.000000 Penalty: 114218.242188
Iteration 140F: 35 clusters Score -1.009154e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37328 members 
Mstep: Class 7 contains 9369 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167205 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21146 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8149 members 
Mstep: Class 16 contains 18168 members 
Mstep: Class 17 contains 88712 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36765 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12023 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11140 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915400.000000 Penalty: 114218.242188
Iteration 141Q: 35 clusters Score -1.009154e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37330 members 
Mstep: Class 7 contains 9368 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167206 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21146 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8149 members 
Mstep: Class 16 contains 18163 members 
Mstep: Class 17 contains 88712 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36765 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12023 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7168 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11140 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915368.000000 Penalty: 114218.242188
Iteration 142Q: 35 clusters Score -1.009154e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37330 members 
Mstep: Class 7 contains 9365 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167206 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21146 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8149 members 
Mstep: Class 16 contains 18161 members 
Mstep: Class 17 contains 88712 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36766 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6413 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12023 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7173 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11141 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915352.000000 Penalty: 114218.242188
Iteration 143Q: 35 clusters Score -1.009154e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 37330 members 
Mstep: Class 7 contains 9366 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167204 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21146 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26163 members 
Mstep: Class 15 contains 8149 members 
Mstep: Class 16 contains 18158 members 
Mstep: Class 17 contains 88712 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36766 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7175 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11141 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915336.000000 Penalty: 114218.242188
Iteration 144Q: 35 clusters Score -1.009153e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37332 members 
Mstep: Class 7 contains 9363 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167203 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21146 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8149 members 
Mstep: Class 16 contains 18154 members 
Mstep: Class 17 contains 88711 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36768 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7176 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11143 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915368.000000 Penalty: 114218.242188
Iteration 145Q: 35 clusters Score -1.009154e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37333 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167202 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21145 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8148 members 
Mstep: Class 16 contains 18152 members 
Mstep: Class 17 contains 88710 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36771 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7177 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11145 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915336.000000 Penalty: 114218.242188
Iteration 146Q: 35 clusters Score -1.009153e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37335 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167202 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21144 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8149 members 
Mstep: Class 16 contains 18147 members 
Mstep: Class 17 contains 88710 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36772 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7178 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11145 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915320.000000 Penalty: 114218.242188
Iteration 147Q: 35 clusters Score -1.009153e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37335 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167202 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21145 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8148 members 
Mstep: Class 16 contains 18144 members 
Mstep: Class 17 contains 88710 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36772 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7180 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11146 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915352.000000 Penalty: 114218.242188
Iteration 148Q: 35 clusters Score -1.009154e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37335 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167202 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21145 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8148 members 
Mstep: Class 16 contains 18142 members 
Mstep: Class 17 contains 88710 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36772 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7180 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915320.000000 Penalty: 114218.242188
Iteration 149Q: 35 clusters Score -1.009153e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37336 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167201 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21148 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8148 members 
Mstep: Class 16 contains 18141 members 
Mstep: Class 17 contains 88710 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36771 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12020 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7180 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915336.000000 Penalty: 114218.242188
Iteration 150Q: 35 clusters Score -1.009153e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37335 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167201 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8148 members 
Mstep: Class 16 contains 18139 members 
Mstep: Class 17 contains 88711 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36770 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12020 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7181 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915312.000000 Penalty: 114218.242188
Iteration 151Q: 35 clusters Score -1.009153e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37335 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167201 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21151 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8148 members 
Mstep: Class 16 contains 18137 members 
Mstep: Class 17 contains 88711 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36770 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12020 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7183 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915248.000000 Penalty: 114218.242188
Iteration 152Q: 35 clusters Score -1.009152e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37335 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167202 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8148 members 
Mstep: Class 16 contains 18134 members 
Mstep: Class 17 contains 88711 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36773 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12020 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7184 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5096 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915240.000000 Penalty: 114218.242188
Iteration 153Q: 35 clusters Score -1.009152e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37336 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167202 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8148 members 
Mstep: Class 16 contains 18131 members 
Mstep: Class 17 contains 88710 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36775 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12020 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7185 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5096 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915240.000000 Penalty: 114218.242188
Iteration 154Q: 35 clusters Score -1.009152e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37336 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167203 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21149 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8149 members 
Mstep: Class 16 contains 18127 members 
Mstep: Class 17 contains 88709 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36778 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12020 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7186 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5096 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915296.000000 Penalty: 114218.242188
Iteration 155Q: 35 clusters Score -1.009153e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37335 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167203 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21149 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8150 members 
Mstep: Class 16 contains 18122 members 
Mstep: Class 17 contains 88708 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36778 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6417 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12020 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7190 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5096 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915280.000000 Penalty: 114218.242188
Iteration 156Q: 35 clusters Score -1.009153e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37335 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167202 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8151 members 
Mstep: Class 16 contains 18118 members 
Mstep: Class 17 contains 88708 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36777 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6418 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12020 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7196 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5095 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915296.000000 Penalty: 114218.242188
Iteration 157Q: 35 clusters Score -1.009153e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37336 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167202 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8151 members 
Mstep: Class 16 contains 18111 members 
Mstep: Class 17 contains 88708 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36778 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6418 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12020 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7201 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5095 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915288.000000 Penalty: 114218.242188
Iteration 158Q: 35 clusters Score -1.009153e+08 nChanged 11
Entering ConstructFrom: 
Score: -100915288.000000 Penalty: 114218.242188
Entering ConstructFrom: 
Trying to split cluster 1 (20978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Entering Unmasked Estep 
Score: -2686977.000000 Penalty: 2467.904785
	Iteration 0F: 2 clusters Score -2686977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2672167.250000 Penalty: 4935.809570
	Iteration 0F: 3 clusters Score -2672167 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2677147.500000 Penalty: 4935.809570
	Iteration 1F: 3 clusters Score -2677148 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2677691.000000 Penalty: 4935.809570
	Iteration 2F: 3 clusters Score -2677691 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2678205.250000 Penalty: 4935.809570
	Iteration 3F: 3 clusters Score -2678205 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2678695.250000 Penalty: 4935.809570
	Iteration 4F: 3 clusters Score -2678695 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2679184.000000 Penalty: 4935.809570
	Iteration 5Q: 3 clusters Score -2679184 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2679688.250000 Penalty: 4935.809570
	Iteration 6Q: 3 clusters Score -2679688 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2680178.000000 Penalty: 4935.809570
	Iteration 7Q: 3 clusters Score -2680178 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2680743.250000 Penalty: 4935.809570
	Iteration 8Q: 3 clusters Score -2680743 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2681283.500000 Penalty: 4935.809570
	Iteration 9Q: 3 clusters Score -2681284 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2681871.500000 Penalty: 4935.809570
	Iteration 10Q: 3 clusters Score -2681872 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2682476.750000 Penalty: 4935.809570
	Iteration 11Q: 3 clusters Score -2682477 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2683049.750000 Penalty: 4935.809570
	Iteration 12Q: 3 clusters Score -2683050 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2683545.750000 Penalty: 4935.809570
	Iteration 13Q: 3 clusters Score -2683546 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2683947.000000 Penalty: 4935.809570
	Iteration 14Q: 3 clusters Score -2683947 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2684271.250000 Penalty: 4935.809570
	Iteration 15Q: 3 clusters Score -2684271 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2684491.000000 Penalty: 4935.809570
	Iteration 16Q: 3 clusters Score -2684491 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2684664.750000 Penalty: 4935.809570
	Iteration 17Q: 3 clusters Score -2684665 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2684768.000000 Penalty: 4935.809570
	Iteration 18Q: 3 clusters Score -2684768 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2684873.750000 Penalty: 4935.809570
	Iteration 19Q: 3 clusters Score -2684874 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2684989.000000 Penalty: 4935.809570
	Iteration 20F: 3 clusters Score -2684989 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2685063.500000 Penalty: 4935.809570
	Iteration 21Q: 3 clusters Score -2685064 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2685129.750000 Penalty: 4935.809570
	Iteration 22Q: 3 clusters Score -2685130 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2685182.000000 Penalty: 4935.809570
	Iteration 23Q: 3 clusters Score -2685182 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2685229.500000 Penalty: 4935.809570
	Iteration 24Q: 3 clusters Score -2685230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2685258.500000 Penalty: 4935.809570
	Iteration 25Q: 3 clusters Score -2685258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -2685282.000000 Penalty: 4935.809570
	Iteration 26Q: 3 clusters Score -2685282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2685295.750000 Penalty: 4935.809570
	Iteration 27Q: 3 clusters Score -2685296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2685316.750000 Penalty: 4935.809570
	Iteration 28Q: 3 clusters Score -2685317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2685336.750000 Penalty: 4935.809570
	Iteration 29Q: 3 clusters Score -2685337 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2685357.750000 Penalty: 4935.809570
	Iteration 30Q: 3 clusters Score -2685358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2685375.250000 Penalty: 4935.809570
	Iteration 31Q: 3 clusters Score -2685375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2685398.750000 Penalty: 4935.809570
	Iteration 32Q: 3 clusters Score -2685399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2685417.250000 Penalty: 4935.809570
	Iteration 33Q: 3 clusters Score -2685417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2685433.750000 Penalty: 4935.809570
	Iteration 34Q: 3 clusters Score -2685434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2685445.500000 Penalty: 4935.809570
	Iteration 35Q: 3 clusters Score -2685446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -2685455.250000 Penalty: 4935.809570
	Iteration 36Q: 3 clusters Score -2685455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2685466.250000 Penalty: 4935.809570
	Iteration 37Q: 3 clusters Score -2685466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2685476.000000 Penalty: 4935.809570
	Iteration 38Q: 3 clusters Score -2685476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2685479.250000 Penalty: 4935.809570
	Iteration 39Q: 3 clusters Score -2685479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2685480.250000 Penalty: 4935.809570
	Iteration 40F: 3 clusters Score -2685480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2685483.500000 Penalty: 4935.809570
	Iteration 41Q: 3 clusters Score -2685484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2685487.250000 Penalty: 4935.809570
	Iteration 42Q: 3 clusters Score -2685487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2685500.000000 Penalty: 4935.809570
	Iteration 43Q: 3 clusters Score -2685500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2685500.250000 Penalty: 4935.809570
	Iteration 44Q: 3 clusters Score -2685500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -2685499.250000 Penalty: 4935.809570
	Iteration 45Q: 3 clusters Score -2685499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2685500.750000 Penalty: 4935.809570
	Iteration 46Q: 3 clusters Score -2685501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2685501.250000 Penalty: 4935.809570
	Iteration 47Q: 3 clusters Score -2685501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2685501.500000 Penalty: 4935.809570
	Iteration 48Q: 3 clusters Score -2685502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2685502.000000 Penalty: 4935.809570
	Iteration 49Q: 3 clusters Score -2685502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2685505.250000 Penalty: 4935.809570
	Iteration 50Q: 3 clusters Score -2685505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2685505.500000 Penalty: 4935.809570
	Iteration 51Q: 3 clusters Score -2685506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2685505.500000 Penalty: 4935.809570
	Iteration 52F: 3 clusters Score -2685506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Entering Unmasked Estep 
Score: -287098.031250 Penalty: 1919.792480
	Iteration 0F: 2 clusters Score -287098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -284311.281250 Penalty: 3839.584961
	Iteration 0F: 3 clusters Score -284311.3 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -284965.750000 Penalty: 3839.584961
	Iteration 1F: 3 clusters Score -284965.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -285182.531250 Penalty: 3839.584961
	Iteration 2F: 3 clusters Score -285182.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -285302.468750 Penalty: 3839.584961
	Iteration 3F: 3 clusters Score -285302.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -285433.812500 Penalty: 3839.584961
	Iteration 4Q: 3 clusters Score -285433.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -285567.312500 Penalty: 3839.584961
	Iteration 5Q: 3 clusters Score -285567.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -285676.281250 Penalty: 3839.584961
	Iteration 6Q: 3 clusters Score -285676.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -285769.000000 Penalty: 3839.584961
	Iteration 7Q: 3 clusters Score -285769 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -285859.343750 Penalty: 3839.584961
	Iteration 8Q: 3 clusters Score -285859.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -285923.156250 Penalty: 3839.584961
	Iteration 9Q: 3 clusters Score -285923.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -285965.718750 Penalty: 3839.584961
	Iteration 10Q: 3 clusters Score -285965.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -286011.531250 Penalty: 3839.584961
	Iteration 11Q: 3 clusters Score -286011.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -286055.250000 Penalty: 3839.584961
	Iteration 12Q: 3 clusters Score -286055.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -286091.093750 Penalty: 3839.584961
	Iteration 13Q: 3 clusters Score -286091.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -286120.906250 Penalty: 3839.584961
	Iteration 14Q: 3 clusters Score -286120.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -286147.875000 Penalty: 3839.584961
	Iteration 15Q: 3 clusters Score -286147.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -286171.312500 Penalty: 3839.584961
	Iteration 16Q: 3 clusters Score -286171.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -286190.906250 Penalty: 3839.584961
	Iteration 17Q: 3 clusters Score -286190.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -286206.218750 Penalty: 3839.584961
	Iteration 18Q: 3 clusters Score -286206.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -286222.531250 Penalty: 3839.584961
	Iteration 19Q: 3 clusters Score -286222.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -286236.687500 Penalty: 3839.584961
	Iteration 20F: 3 clusters Score -286236.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -286246.000000 Penalty: 3839.584961
	Iteration 21Q: 3 clusters Score -286246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -286254.218750 Penalty: 3839.584961
	Iteration 22Q: 3 clusters Score -286254.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -286265.312500 Penalty: 3839.584961
	Iteration 23Q: 3 clusters Score -286265.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -286274.562500 Penalty: 3839.584961
	Iteration 24Q: 3 clusters Score -286274.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -286279.781250 Penalty: 3839.584961
	Iteration 25Q: 3 clusters Score -286279.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -286284.656250 Penalty: 3839.584961
	Iteration 26Q: 3 clusters Score -286284.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -286287.062500 Penalty: 3839.584961
	Iteration 27Q: 3 clusters Score -286287.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -286290.187500 Penalty: 3839.584961
	Iteration 28Q: 3 clusters Score -286290.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -286293.125000 Penalty: 3839.584961
	Iteration 29Q: 3 clusters Score -286293.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -286295.187500 Penalty: 3839.584961
	Iteration 30Q: 3 clusters Score -286295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -286295.812500 Penalty: 3839.584961
	Iteration 31Q: 3 clusters Score -286295.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -286296.937500 Penalty: 3839.584961
	Iteration 32Q: 3 clusters Score -286296.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -286297.593750 Penalty: 3839.584961
	Iteration 33Q: 3 clusters Score -286297.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -286297.593750 Penalty: 3839.584961
	Iteration 34F: 3 clusters Score -286297.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -654833.437500 Penalty: 2104.197998
	Iteration 0F: 2 clusters Score -654833.4 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 2418 members 
Entering Unmasked Estep 
Score: -650431.875000 Penalty: 4208.395996
	Iteration 0F: 3 clusters Score -650431.9 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -651483.562500 Penalty: 4208.395996
	Iteration 1F: 3 clusters Score -651483.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -651672.000000 Penalty: 4208.395996
	Iteration 2F: 3 clusters Score -651672 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -651795.062500 Penalty: 4208.395996
	Iteration 3Q: 3 clusters Score -651795.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -651889.062500 Penalty: 4208.395996
	Iteration 4Q: 3 clusters Score -651889.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -651944.250000 Penalty: 4208.395996
	Iteration 5Q: 3 clusters Score -651944.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -651982.312500 Penalty: 4208.395996
	Iteration 6Q: 3 clusters Score -651982.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -652003.187500 Penalty: 4208.395996
	Iteration 7Q: 3 clusters Score -652003.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -652018.687500 Penalty: 4208.395996
	Iteration 8Q: 3 clusters Score -652018.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -652033.812500 Penalty: 4208.395996
	Iteration 9Q: 3 clusters Score -652033.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -652050.937500 Penalty: 4208.395996
	Iteration 10Q: 3 clusters Score -652050.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -652062.687500 Penalty: 4208.395996
	Iteration 11Q: 3 clusters Score -652062.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -652076.250000 Penalty: 4208.395996
	Iteration 12Q: 3 clusters Score -652076.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -652091.375000 Penalty: 4208.395996
	Iteration 13Q: 3 clusters Score -652091.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -652104.125000 Penalty: 4208.395996
	Iteration 14Q: 3 clusters Score -652104.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -652113.875000 Penalty: 4208.395996
	Iteration 15Q: 3 clusters Score -652113.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -652122.625000 Penalty: 4208.395996
	Iteration 16Q: 3 clusters Score -652122.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -652131.312500 Penalty: 4208.395996
	Iteration 17Q: 3 clusters Score -652131.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -652145.500000 Penalty: 4208.395996
	Iteration 18Q: 3 clusters Score -652145.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -652159.812500 Penalty: 4208.395996
	Iteration 19Q: 3 clusters Score -652159.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -652171.937500 Penalty: 4208.395996
	Iteration 20F: 3 clusters Score -652171.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -652189.062500 Penalty: 4208.395996
	Iteration 21Q: 3 clusters Score -652189.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -652210.625000 Penalty: 4208.395996
	Iteration 22Q: 3 clusters Score -652210.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -652226.375000 Penalty: 4208.395996
	Iteration 23Q: 3 clusters Score -652226.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -652246.062500 Penalty: 4208.395996
	Iteration 24Q: 3 clusters Score -652246.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -652266.812500 Penalty: 4208.395996
	Iteration 25Q: 3 clusters Score -652266.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -652290.000000 Penalty: 4208.395996
	Iteration 26Q: 3 clusters Score -652290 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -652310.687500 Penalty: 4208.395996
	Iteration 27Q: 3 clusters Score -652310.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -652341.562500 Penalty: 4208.395996
	Iteration 28Q: 3 clusters Score -652341.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -652397.125000 Penalty: 4208.395996
	Iteration 29Q: 3 clusters Score -652397.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -652489.562500 Penalty: 4208.395996
	Iteration 30Q: 3 clusters Score -652489.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -652608.750000 Penalty: 4208.395996
	Iteration 31Q: 3 clusters Score -652608.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -652739.437500 Penalty: 4208.395996
	Iteration 32Q: 3 clusters Score -652739.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -652844.750000 Penalty: 4208.395996
	Iteration 33Q: 3 clusters Score -652844.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -652902.562500 Penalty: 4208.395996
	Iteration 34Q: 3 clusters Score -652902.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -652948.312500 Penalty: 4208.395996
	Iteration 35Q: 3 clusters Score -652948.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -652984.125000 Penalty: 4208.395996
	Iteration 36Q: 3 clusters Score -652984.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -653007.187500 Penalty: 4208.395996
	Iteration 37Q: 3 clusters Score -653007.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -653019.000000 Penalty: 4208.395996
	Iteration 38Q: 3 clusters Score -653019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -653031.750000 Penalty: 4208.395996
	Iteration 39Q: 3 clusters Score -653031.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -653040.687500 Penalty: 4208.395996
	Iteration 40F: 3 clusters Score -653040.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -653042.375000 Penalty: 4208.395996
	Iteration 41Q: 3 clusters Score -653042.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -653046.312500 Penalty: 4208.395996
	Iteration 42Q: 3 clusters Score -653046.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -653048.937500 Penalty: 4208.395996
	Iteration 43Q: 3 clusters Score -653048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -653050.750000 Penalty: 4208.395996
	Iteration 44Q: 3 clusters Score -653050.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -653052.625000 Penalty: 4208.395996
	Iteration 45Q: 3 clusters Score -653052.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -653052.812500 Penalty: 4208.395996
	Iteration 46Q: 3 clusters Score -653052.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -653054.312500 Penalty: 4208.395996
	Iteration 47Q: 3 clusters Score -653054.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -653053.875000 Penalty: 4208.395996
	Iteration 48Q: 3 clusters Score -653053.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -653054.312500 Penalty: 4208.395996
	Iteration 49Q: 3 clusters Score -653054.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -653053.125000 Penalty: 4208.395996
	Iteration 50Q: 3 clusters Score -653053.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -653053.062500 Penalty: 4208.395996
	Iteration 51Q: 3 clusters Score -653053.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -653053.437500 Penalty: 4208.395996
	Iteration 52Q: 3 clusters Score -653053.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -653055.437500 Penalty: 4208.395996
	Iteration 53Q: 3 clusters Score -653055.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -653055.625000 Penalty: 4208.395996
	Iteration 54Q: 3 clusters Score -653055.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -653054.937500 Penalty: 4208.395996
	Iteration 55Q: 3 clusters Score -653054.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -653056.000000 Penalty: 4208.395996
	Iteration 56Q: 3 clusters Score -653056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -653056.000000 Penalty: 4208.395996
	Iteration 57F: 3 clusters Score -653056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Entering Unmasked Estep 
Score: -1502646.500000 Penalty: 2313.991211
	Iteration 0F: 2 clusters Score -1502646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1494104.625000 Penalty: 4627.982422
	Iteration 0F: 3 clusters Score -1494105 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1496921.625000 Penalty: 4627.982422
	Iteration 1F: 3 clusters Score -1496922 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1497555.000000 Penalty: 4627.982422
	Iteration 2F: 3 clusters Score -1497555 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1498165.375000 Penalty: 4627.982422
	Iteration 3F: 3 clusters Score -1498165 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1498768.125000 Penalty: 4627.982422
	Iteration 4F: 3 clusters Score -1498768 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1499353.875000 Penalty: 4627.982422
	Iteration 5F: 3 clusters Score -1499354 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1499818.375000 Penalty: 4627.982422
	Iteration 6F: 3 clusters Score -1499818 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1500129.625000 Penalty: 4627.982422
	Iteration 7Q: 3 clusters Score -1500130 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1500356.250000 Penalty: 4627.982422
	Iteration 8Q: 3 clusters Score -1500356 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1500565.500000 Penalty: 4627.982422
	Iteration 9Q: 3 clusters Score -1500566 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1500772.375000 Penalty: 4627.982422
	Iteration 10Q: 3 clusters Score -1500772 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1500947.250000 Penalty: 4627.982422
	Iteration 11Q: 3 clusters Score -1500947 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1501137.125000 Penalty: 4627.982422
	Iteration 12Q: 3 clusters Score -1501137 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1501344.375000 Penalty: 4627.982422
	Iteration 13Q: 3 clusters Score -1501344 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1501524.375000 Penalty: 4627.982422
	Iteration 14Q: 3 clusters Score -1501524 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1501651.250000 Penalty: 4627.982422
	Iteration 15Q: 3 clusters Score -1501651 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1501749.125000 Penalty: 4627.982422
	Iteration 16Q: 3 clusters Score -1501749 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1501837.375000 Penalty: 4627.982422
	Iteration 17Q: 3 clusters Score -1501837 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1501889.000000 Penalty: 4627.982422
	Iteration 18Q: 3 clusters Score -1501889 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1501945.750000 Penalty: 4627.982422
	Iteration 19Q: 3 clusters Score -1501946 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1501986.125000 Penalty: 4627.982422
	Iteration 20F: 3 clusters Score -1501986 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1502020.625000 Penalty: 4627.982422
	Iteration 21Q: 3 clusters Score -1502021 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1502054.000000 Penalty: 4627.982422
	Iteration 22Q: 3 clusters Score -1502054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1502072.250000 Penalty: 4627.982422
	Iteration 23Q: 3 clusters Score -1502072 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1502090.625000 Penalty: 4627.982422
	Iteration 24Q: 3 clusters Score -1502091 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1502106.125000 Penalty: 4627.982422
	Iteration 25Q: 3 clusters Score -1502106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1502114.000000 Penalty: 4627.982422
	Iteration 26Q: 3 clusters Score -1502114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1502120.500000 Penalty: 4627.982422
	Iteration 27Q: 3 clusters Score -1502120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1502130.000000 Penalty: 4627.982422
	Iteration 28Q: 3 clusters Score -1502130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1502132.000000 Penalty: 4627.982422
	Iteration 29Q: 3 clusters Score -1502132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1502139.750000 Penalty: 4627.982422
	Iteration 30Q: 3 clusters Score -1502140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1502144.125000 Penalty: 4627.982422
	Iteration 31Q: 3 clusters Score -1502144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1502147.375000 Penalty: 4627.982422
	Iteration 32Q: 3 clusters Score -1502147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1502150.375000 Penalty: 4627.982422
	Iteration 33Q: 3 clusters Score -1502150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1502149.125000 Penalty: 4627.982422
	Iteration 34Q: 3 clusters Score -1502149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1502152.250000 Penalty: 4627.982422
	Iteration 35Q: 3 clusters Score -1502152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1502154.125000 Penalty: 4627.982422
	Iteration 36Q: 3 clusters Score -1502154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1502156.000000 Penalty: 4627.982422
	Iteration 37Q: 3 clusters Score -1502156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1502159.750000 Penalty: 4627.982422
	Iteration 38Q: 3 clusters Score -1502160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1502160.875000 Penalty: 4627.982422
	Iteration 39Q: 3 clusters Score -1502161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1502162.250000 Penalty: 4627.982422
	Iteration 40F: 3 clusters Score -1502162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1502161.875000 Penalty: 4627.982422
	Iteration 41Q: 3 clusters Score -1502162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1502162.875000 Penalty: 4627.982422
	Iteration 42Q: 3 clusters Score -1502163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1502163.500000 Penalty: 4627.982422
	Iteration 43Q: 3 clusters Score -1502164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1502162.250000 Penalty: 4627.982422
	Iteration 44Q: 3 clusters Score -1502162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1502162.250000 Penalty: 4627.982422
	Iteration 45F: 3 clusters Score -1502162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -179665.765625 Penalty: 1835.202393
	Iteration 0F: 2 clusters Score -179665.8 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 814 members 
Entering Unmasked Estep 
Score: -177475.015625 Penalty: 3670.404785
	Iteration 0F: 3 clusters Score -177475 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -177970.312500 Penalty: 3670.404785
	Iteration 1F: 3 clusters Score -177970.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -178130.703125 Penalty: 3670.404785
	Iteration 2F: 3 clusters Score -178130.7 nChanged 79
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: -178314.250000 Penalty: 3670.404785
	Iteration 3Q: 3 clusters Score -178314.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -178448.859375 Penalty: 3670.404785
	Iteration 4F: 3 clusters Score -178448.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -178597.984375 Penalty: 3670.404785
	Iteration 5Q: 3 clusters Score -178598 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -178716.390625 Penalty: 3670.404785
	Iteration 6Q: 3 clusters Score -178716.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -178821.515625 Penalty: 3670.404785
	Iteration 7Q: 3 clusters Score -178821.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -178903.515625 Penalty: 3670.404785
	Iteration 8Q: 3 clusters Score -178903.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -178973.437500 Penalty: 3670.404785
	Iteration 9Q: 3 clusters Score -178973.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -179027.437500 Penalty: 3670.404785
	Iteration 10Q: 3 clusters Score -179027.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -179076.187500 Penalty: 3670.404785
	Iteration 11Q: 3 clusters Score -179076.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -179128.140625 Penalty: 3670.404785
	Iteration 12Q: 3 clusters Score -179128.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -179187.968750 Penalty: 3670.404785
	Iteration 13Q: 3 clusters Score -179188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -179237.390625 Penalty: 3670.404785
	Iteration 14Q: 3 clusters Score -179237.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -179283.343750 Penalty: 3670.404785
	Iteration 15Q: 3 clusters Score -179283.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -179306.656250 Penalty: 3670.404785
	Iteration 16Q: 3 clusters Score -179306.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -179321.250000 Penalty: 3670.404785
	Iteration 17Q: 3 clusters Score -179321.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -179325.484375 Penalty: 3670.404785
	Iteration 18Q: 3 clusters Score -179325.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -179330.640625 Penalty: 3670.404785
	Iteration 19Q: 3 clusters Score -179330.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -179369.031250 Penalty: 3670.404785
	Iteration 20F: 3 clusters Score -179369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -179426.406250 Penalty: 3670.404785
	Iteration 21Q: 3 clusters Score -179426.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -179440.000000 Penalty: 3670.404785
	Iteration 22Q: 3 clusters Score -179440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -179459.312500 Penalty: 3670.404785
	Iteration 23Q: 3 clusters Score -179459.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -179470.937500 Penalty: 3670.404785
	Iteration 24Q: 3 clusters Score -179470.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -179479.609375 Penalty: 3670.404785
	Iteration 25Q: 3 clusters Score -179479.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -179499.375000 Penalty: 3670.404785
	Iteration 26Q: 3 clusters Score -179499.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -179507.375000 Penalty: 3670.404785
	Iteration 27Q: 3 clusters Score -179507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -179508.875000 Penalty: 3670.404785
	Iteration 28Q: 3 clusters Score -179508.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -179509.796875 Penalty: 3670.404785
	Iteration 29Q: 3 clusters Score -179509.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -179509.796875 Penalty: 3670.404785
	Iteration 30F: 3 clusters Score -179509.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Entering Unmasked Estep 
Score: -5190633.500000 Penalty: 2610.886230
	Iteration 0F: 2 clusters Score -5190634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -5165173.500000 Penalty: 5221.772461
	Iteration 0F: 3 clusters Score -5165174 nChanged 17144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -5174736.000000 Penalty: 5221.772461
	Iteration 1F: 3 clusters Score -5174736 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -5175428.000000 Penalty: 5221.772461
	Iteration 2Q: 3 clusters Score -5175428 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -5176124.000000 Penalty: 5221.772461
	Iteration 3Q: 3 clusters Score -5176124 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -5177036.500000 Penalty: 5221.772461
	Iteration 4F: 3 clusters Score -5177036 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -5178114.000000 Penalty: 5221.772461
	Iteration 5F: 3 clusters Score -5178114 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -5179402.500000 Penalty: 5221.772461
	Iteration 6F: 3 clusters Score -5179402 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -5180688.000000 Penalty: 5221.772461
	Iteration 7F: 3 clusters Score -5180688 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -5181905.500000 Penalty: 5221.772461
	Iteration 8F: 3 clusters Score -5181906 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -5182993.000000 Penalty: 5221.772461
	Iteration 9F: 3 clusters Score -5182993 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -5183802.500000 Penalty: 5221.772461
	Iteration 10Q: 3 clusters Score -5183802 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -5184473.000000 Penalty: 5221.772461
	Iteration 11Q: 3 clusters Score -5184473 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -5185056.000000 Penalty: 5221.772461
	Iteration 12Q: 3 clusters Score -5185056 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -5185645.500000 Penalty: 5221.772461
	Iteration 13Q: 3 clusters Score -5185646 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -5186145.500000 Penalty: 5221.772461
	Iteration 14Q: 3 clusters Score -5186146 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -5186608.500000 Penalty: 5221.772461
	Iteration 15Q: 3 clusters Score -5186608 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -5187026.000000 Penalty: 5221.772461
	Iteration 16Q: 3 clusters Score -5187026 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -5187396.000000 Penalty: 5221.772461
	Iteration 17Q: 3 clusters Score -5187396 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -5187704.000000 Penalty: 5221.772461
	Iteration 18Q: 3 clusters Score -5187704 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -5187912.000000 Penalty: 5221.772461
	Iteration 19Q: 3 clusters Score -5187912 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -5188055.000000 Penalty: 5221.772461
	Iteration 20F: 3 clusters Score -5188055 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -5188143.500000 Penalty: 5221.772461
	Iteration 21Q: 3 clusters Score -5188144 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -5188212.500000 Penalty: 5221.772461
	Iteration 22Q: 3 clusters Score -5188212 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -5188256.000000 Penalty: 5221.772461
	Iteration 23Q: 3 clusters Score -5188256 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -5188297.500000 Penalty: 5221.772461
	Iteration 24Q: 3 clusters Score -5188298 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -5188327.500000 Penalty: 5221.772461
	Iteration 25Q: 3 clusters Score -5188328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -5188343.000000 Penalty: 5221.772461
	Iteration 26Q: 3 clusters Score -5188343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -5188362.000000 Penalty: 5221.772461
	Iteration 27Q: 3 clusters Score -5188362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -5188374.500000 Penalty: 5221.772461
	Iteration 28Q: 3 clusters Score -5188374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -5188389.500000 Penalty: 5221.772461
	Iteration 29Q: 3 clusters Score -5188390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -5188401.000000 Penalty: 5221.772461
	Iteration 30Q: 3 clusters Score -5188401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -5188398.000000 Penalty: 5221.772461
	Iteration 31Q: 3 clusters Score -5188398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -5188418.500000 Penalty: 5221.772461
	Iteration 32Q: 3 clusters Score -5188418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -5188422.500000 Penalty: 5221.772461
	Iteration 33Q: 3 clusters Score -5188422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -5188421.000000 Penalty: 5221.772461
	Iteration 34Q: 3 clusters Score -5188421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -5188424.000000 Penalty: 5221.772461
	Iteration 35Q: 3 clusters Score -5188424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -5188432.500000 Penalty: 5221.772461
	Iteration 36Q: 3 clusters Score -5188432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -5188432.500000 Penalty: 5221.772461
	Iteration 37Q: 3 clusters Score -5188432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -5188433.500000 Penalty: 5221.772461
	Iteration 38Q: 3 clusters Score -5188434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -5188432.500000 Penalty: 5221.772461
	Iteration 39Q: 3 clusters Score -5188432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -5188431.500000 Penalty: 5221.772461
	Iteration 40F: 3 clusters Score -5188432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -5188428.500000 Penalty: 5221.772461
	Iteration 41Q: 3 clusters Score -5188428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -5188427.500000 Penalty: 5221.772461
	Iteration 42Q: 3 clusters Score -5188428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -5188427.500000 Penalty: 5221.772461
	Iteration 43F: 3 clusters Score -5188428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Entering Unmasked Estep 
Score: -1247560.875000 Penalty: 2267.814697
	Iteration 0F: 2 clusters Score -1247561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1240306.875000 Penalty: 4535.629395
	Iteration 0F: 3 clusters Score -1240307 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1242480.500000 Penalty: 4535.629395
	Iteration 1F: 3 clusters Score -1242480 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1242937.500000 Penalty: 4535.629395
	Iteration 2F: 3 clusters Score -1242938 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1243377.250000 Penalty: 4535.629395
	Iteration 3F: 3 clusters Score -1243377 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1243731.250000 Penalty: 4535.629395
	Iteration 4F: 3 clusters Score -1243731 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1244064.375000 Penalty: 4535.629395
	Iteration 5F: 3 clusters Score -1244064 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1244432.750000 Penalty: 4535.629395
	Iteration 6F: 3 clusters Score -1244433 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1244805.000000 Penalty: 4535.629395
	Iteration 7F: 3 clusters Score -1244805 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1245141.375000 Penalty: 4535.629395
	Iteration 8Q: 3 clusters Score -1245141 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1245422.000000 Penalty: 4535.629395
	Iteration 9Q: 3 clusters Score -1245422 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1245608.250000 Penalty: 4535.629395
	Iteration 10Q: 3 clusters Score -1245608 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1245733.375000 Penalty: 4535.629395
	Iteration 11Q: 3 clusters Score -1245733 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1245845.875000 Penalty: 4535.629395
	Iteration 12Q: 3 clusters Score -1245846 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1245936.500000 Penalty: 4535.629395
	Iteration 13Q: 3 clusters Score -1245936 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1246001.625000 Penalty: 4535.629395
	Iteration 14Q: 3 clusters Score -1246002 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1246063.000000 Penalty: 4535.629395
	Iteration 15Q: 3 clusters Score -1246063 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1246113.875000 Penalty: 4535.629395
	Iteration 16Q: 3 clusters Score -1246114 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1246159.500000 Penalty: 4535.629395
	Iteration 17Q: 3 clusters Score -1246160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1246189.500000 Penalty: 4535.629395
	Iteration 18Q: 3 clusters Score -1246190 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1246237.500000 Penalty: 4535.629395
	Iteration 19Q: 3 clusters Score -1246238 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1246301.500000 Penalty: 4535.629395
	Iteration 20F: 3 clusters Score -1246302 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1246337.750000 Penalty: 4535.629395
	Iteration 21Q: 3 clusters Score -1246338 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1246369.125000 Penalty: 4535.629395
	Iteration 22Q: 3 clusters Score -1246369 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1246398.750000 Penalty: 4535.629395
	Iteration 23Q: 3 clusters Score -1246399 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1246434.000000 Penalty: 4535.629395
	Iteration 24Q: 3 clusters Score -1246434 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1246474.750000 Penalty: 4535.629395
	Iteration 25Q: 3 clusters Score -1246475 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1246510.875000 Penalty: 4535.629395
	Iteration 26Q: 3 clusters Score -1246511 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1246552.875000 Penalty: 4535.629395
	Iteration 27Q: 3 clusters Score -1246553 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1246587.000000 Penalty: 4535.629395
	Iteration 28Q: 3 clusters Score -1246587 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1246606.250000 Penalty: 4535.629395
	Iteration 29Q: 3 clusters Score -1246606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1246640.625000 Penalty: 4535.629395
	Iteration 30Q: 3 clusters Score -1246641 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1246674.250000 Penalty: 4535.629395
	Iteration 31Q: 3 clusters Score -1246674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1246697.250000 Penalty: 4535.629395
	Iteration 32Q: 3 clusters Score -1246697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1246715.375000 Penalty: 4535.629395
	Iteration 33Q: 3 clusters Score -1246715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1246727.750000 Penalty: 4535.629395
	Iteration 34Q: 3 clusters Score -1246728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1246738.000000 Penalty: 4535.629395
	Iteration 35Q: 3 clusters Score -1246738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1246743.250000 Penalty: 4535.629395
	Iteration 36Q: 3 clusters Score -1246743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1246751.625000 Penalty: 4535.629395
	Iteration 37Q: 3 clusters Score -1246752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1246752.125000 Penalty: 4535.629395
	Iteration 38Q: 3 clusters Score -1246752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1246753.750000 Penalty: 4535.629395
	Iteration 39Q: 3 clusters Score -1246754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1246755.875000 Penalty: 4535.629395
	Iteration 40F: 3 clusters Score -1246756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1246761.125000 Penalty: 4535.629395
	Iteration 41Q: 3 clusters Score -1246761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1246766.125000 Penalty: 4535.629395
	Iteration 42Q: 3 clusters Score -1246766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1246766.000000 Penalty: 4535.629395
	Iteration 43Q: 3 clusters Score -1246766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1246767.375000 Penalty: 4535.629395
	Iteration 44Q: 3 clusters Score -1246767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1246768.000000 Penalty: 4535.629395
	Iteration 45Q: 3 clusters Score -1246768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1246770.750000 Penalty: 4535.629395
	Iteration 46Q: 3 clusters Score -1246771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1246779.500000 Penalty: 4535.629395
	Iteration 47Q: 3 clusters Score -1246780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1246786.625000 Penalty: 4535.629395
	Iteration 48Q: 3 clusters Score -1246787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1246792.250000 Penalty: 4535.629395
	Iteration 49Q: 3 clusters Score -1246792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1246801.500000 Penalty: 4535.629395
	Iteration 50Q: 3 clusters Score -1246802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1246822.375000 Penalty: 4535.629395
	Iteration 51Q: 3 clusters Score -1246822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1246828.375000 Penalty: 4535.629395
	Iteration 52Q: 3 clusters Score -1246828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1246836.125000 Penalty: 4535.629395
	Iteration 53Q: 3 clusters Score -1246836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1246842.250000 Penalty: 4535.629395
	Iteration 54Q: 3 clusters Score -1246842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1246844.750000 Penalty: 4535.629395
	Iteration 55Q: 3 clusters Score -1246845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1246847.750000 Penalty: 4535.629395
	Iteration 56Q: 3 clusters Score -1246848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1246851.125000 Penalty: 4535.629395
	Iteration 57Q: 3 clusters Score -1246851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1246853.500000 Penalty: 4535.629395
	Iteration 58Q: 3 clusters Score -1246854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1246855.125000 Penalty: 4535.629395
	Iteration 59Q: 3 clusters Score -1246855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1246858.625000 Penalty: 4535.629395
	Iteration 60F: 3 clusters Score -1246859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1246860.625000 Penalty: 4535.629395
	Iteration 61Q: 3 clusters Score -1246861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1246860.750000 Penalty: 4535.629395
	Iteration 62Q: 3 clusters Score -1246861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1246864.250000 Penalty: 4535.629395
	Iteration 63Q: 3 clusters Score -1246864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1246863.875000 Penalty: 4535.629395
	Iteration 64Q: 3 clusters Score -1246864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1246862.500000 Penalty: 4535.629395
	Iteration 65Q: 3 clusters Score -1246862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1246865.625000 Penalty: 4535.629395
	Iteration 66Q: 3 clusters Score -1246866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1246864.375000 Penalty: 4535.629395
	Iteration 67Q: 3 clusters Score -1246864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1246868.500000 Penalty: 4535.629395
	Iteration 68Q: 3 clusters Score -1246868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1246869.500000 Penalty: 4535.629395
	Iteration 69Q: 3 clusters Score -1246870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1246869.500000 Penalty: 4535.629395
	Iteration 70F: 3 clusters Score -1246870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Entering Unmasked Estep 
Score: -274443.468750 Penalty: 1886.260620
	Iteration 0F: 2 clusters Score -274443.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -271815.187500 Penalty: 3772.521240
	Iteration 0F: 3 clusters Score -271815.2 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -272293.656250 Penalty: 3772.521240
	Iteration 1F: 3 clusters Score -272293.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -272403.281250 Penalty: 3772.521240
	Iteration 2F: 3 clusters Score -272403.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -272493.343750 Penalty: 3772.521240
	Iteration 3Q: 3 clusters Score -272493.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -272539.187500 Penalty: 3772.521240
	Iteration 4Q: 3 clusters Score -272539.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -272577.937500 Penalty: 3772.521240
	Iteration 5Q: 3 clusters Score -272577.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -272625.187500 Penalty: 3772.521240
	Iteration 6Q: 3 clusters Score -272625.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -272673.593750 Penalty: 3772.521240
	Iteration 7Q: 3 clusters Score -272673.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -272732.218750 Penalty: 3772.521240
	Iteration 8Q: 3 clusters Score -272732.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -272791.125000 Penalty: 3772.521240
	Iteration 9Q: 3 clusters Score -272791.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -272853.343750 Penalty: 3772.521240
	Iteration 10Q: 3 clusters Score -272853.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -272908.843750 Penalty: 3772.521240
	Iteration 11Q: 3 clusters Score -272908.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -272949.406250 Penalty: 3772.521240
	Iteration 12Q: 3 clusters Score -272949.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -272978.093750 Penalty: 3772.521240
	Iteration 13Q: 3 clusters Score -272978.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -273000.156250 Penalty: 3772.521240
	Iteration 14Q: 3 clusters Score -273000.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -273013.062500 Penalty: 3772.521240
	Iteration 15Q: 3 clusters Score -273013.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -273024.656250 Penalty: 3772.521240
	Iteration 16Q: 3 clusters Score -273024.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -273030.125000 Penalty: 3772.521240
	Iteration 17Q: 3 clusters Score -273030.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -273035.062500 Penalty: 3772.521240
	Iteration 18Q: 3 clusters Score -273035.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -273038.437500 Penalty: 3772.521240
	Iteration 19Q: 3 clusters Score -273038.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -273041.906250 Penalty: 3772.521240
	Iteration 20F: 3 clusters Score -273041.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -273044.781250 Penalty: 3772.521240
	Iteration 21Q: 3 clusters Score -273044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -273045.906250 Penalty: 3772.521240
	Iteration 22Q: 3 clusters Score -273045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -273047.812500 Penalty: 3772.521240
	Iteration 23Q: 3 clusters Score -273047.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -273050.906250 Penalty: 3772.521240
	Iteration 24Q: 3 clusters Score -273050.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -273053.000000 Penalty: 3772.521240
	Iteration 25Q: 3 clusters Score -273053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -273054.656250 Penalty: 3772.521240
	Iteration 26Q: 3 clusters Score -273054.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -273058.468750 Penalty: 3772.521240
	Iteration 27Q: 3 clusters Score -273058.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -273060.187500 Penalty: 3772.521240
	Iteration 28Q: 3 clusters Score -273060.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -273061.000000 Penalty: 3772.521240
	Iteration 29Q: 3 clusters Score -273061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -273062.218750 Penalty: 3772.521240
	Iteration 30Q: 3 clusters Score -273062.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -273063.750000 Penalty: 3772.521240
	Iteration 31Q: 3 clusters Score -273063.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -273066.656250 Penalty: 3772.521240
	Iteration 32Q: 3 clusters Score -273066.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -273069.437500 Penalty: 3772.521240
	Iteration 33Q: 3 clusters Score -273069.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -273073.937500 Penalty: 3772.521240
	Iteration 34Q: 3 clusters Score -273073.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -273077.531250 Penalty: 3772.521240
	Iteration 35Q: 3 clusters Score -273077.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -273081.625000 Penalty: 3772.521240
	Iteration 36Q: 3 clusters Score -273081.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -273087.000000 Penalty: 3772.521240
	Iteration 37Q: 3 clusters Score -273087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -273095.437500 Penalty: 3772.521240
	Iteration 38Q: 3 clusters Score -273095.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -273100.031250 Penalty: 3772.521240
	Iteration 39Q: 3 clusters Score -273100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -273103.250000 Penalty: 3772.521240
	Iteration 40F: 3 clusters Score -273103.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -273109.687500 Penalty: 3772.521240
	Iteration 41Q: 3 clusters Score -273109.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -273112.562500 Penalty: 3772.521240
	Iteration 42Q: 3 clusters Score -273112.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -273116.312500 Penalty: 3772.521240
	Iteration 43Q: 3 clusters Score -273116.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -273118.187500 Penalty: 3772.521240
	Iteration 44Q: 3 clusters Score -273118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -273118.468750 Penalty: 3772.521240
	Iteration 45Q: 3 clusters Score -273118.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -273118.625000 Penalty: 3772.521240
	Iteration 46Q: 3 clusters Score -273118.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -273119.437500 Penalty: 3772.521240
	Iteration 47Q: 3 clusters Score -273119.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -273119.437500 Penalty: 3772.521240
	Iteration 48F: 3 clusters Score -273119.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (167202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167202 members 
Entering Unmasked Estep 
Score: -22858798.000000 Penalty: 2982.685547
	Iteration 0F: 2 clusters Score -2.28588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83801 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -22747046.000000 Penalty: 5965.371094
	Iteration 0F: 3 clusters Score -2.274705e+07 nChanged 79899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86590 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -22793506.000000 Penalty: 5965.371094
	Iteration 1F: 3 clusters Score -2.279351e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88789 members 
Mstep: Class 2 contains 78413 members 
Entering Unmasked Estep 
Score: -22794646.000000 Penalty: 5965.371094
	Iteration 2Q: 3 clusters Score -2.279465e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92198 members 
Mstep: Class 2 contains 75004 members 
Entering Unmasked Estep 
Score: -22796060.000000 Penalty: 5965.371094
	Iteration 3Q: 3 clusters Score -2.279606e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97416 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -22798306.000000 Penalty: 5965.371094
	Iteration 4Q: 3 clusters Score -2.279831e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105221 members 
Mstep: Class 2 contains 61981 members 
Entering Unmasked Estep 
Score: -22802428.000000 Penalty: 5965.371094
	Iteration 5F: 3 clusters Score -2.280243e+07 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115995 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -22809456.000000 Penalty: 5965.371094
	Iteration 6F: 3 clusters Score -2.280946e+07 nChanged 13925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129812 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -22821240.000000 Penalty: 5965.371094
	Iteration 7F: 3 clusters Score -2.282124e+07 nChanged 14590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144372 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -22834824.000000 Penalty: 5965.371094
	Iteration 8F: 3 clusters Score -2.283482e+07 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155877 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -22846128.000000 Penalty: 5965.371094
	Iteration 9F: 3 clusters Score -2.284613e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162578 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -22852240.000000 Penalty: 5965.371094
	Iteration 10Q: 3 clusters Score -2.285224e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165368 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -22854812.000000 Penalty: 5965.371094
	Iteration 11Q: 3 clusters Score -2.285481e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166334 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -22855674.000000 Penalty: 5965.371094
	Iteration 12Q: 3 clusters Score -2.285567e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166624 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -22855958.000000 Penalty: 5965.371094
	Iteration 13Q: 3 clusters Score -2.285596e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166734 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -22856084.000000 Penalty: 5965.371094
	Iteration 14Q: 3 clusters Score -2.285608e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166777 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -22856134.000000 Penalty: 5965.371094
	Iteration 15Q: 3 clusters Score -2.285613e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166800 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -22856158.000000 Penalty: 5965.371094
	Iteration 16Q: 3 clusters Score -2.285616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166804 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -22856172.000000 Penalty: 5965.371094
	Iteration 17Q: 3 clusters Score -2.285617e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166810 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -22856204.000000 Penalty: 5965.371094
	Iteration 18Q: 3 clusters Score -2.28562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166820 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -22856236.000000 Penalty: 5965.371094
	Iteration 19Q: 3 clusters Score -2.285624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166826 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -22856230.000000 Penalty: 5965.371094
	Iteration 20F: 3 clusters Score -2.285623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166833 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -22856260.000000 Penalty: 5965.371094
	Iteration 21Q: 3 clusters Score -2.285626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166839 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22856250.000000 Penalty: 5965.371094
	Iteration 22Q: 3 clusters Score -2.285625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166843 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -22856252.000000 Penalty: 5965.371094
	Iteration 23Q: 3 clusters Score -2.285625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166849 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -22856256.000000 Penalty: 5965.371094
	Iteration 24Q: 3 clusters Score -2.285626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166848 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -22856264.000000 Penalty: 5965.371094
	Iteration 25Q: 3 clusters Score -2.285626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166849 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -22856274.000000 Penalty: 5965.371094
	Iteration 26Q: 3 clusters Score -2.285627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166850 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -22856266.000000 Penalty: 5965.371094
	Iteration 27Q: 3 clusters Score -2.285627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166850 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -22856266.000000 Penalty: 5965.371094
	Iteration 28F: 3 clusters Score -2.285627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Entering Unmasked Estep 
Score: -693961.500000 Penalty: 2126.948242
	Iteration 0F: 2 clusters Score -693961.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -689187.312500 Penalty: 4253.896484
	Iteration 0F: 3 clusters Score -689187.3 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -690369.875000 Penalty: 4253.896484
	Iteration 1F: 3 clusters Score -690369.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -690634.875000 Penalty: 4253.896484
	Iteration 2F: 3 clusters Score -690634.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -690831.312500 Penalty: 4253.896484
	Iteration 3F: 3 clusters Score -690831.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -690997.125000 Penalty: 4253.896484
	Iteration 4Q: 3 clusters Score -690997.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -691176.000000 Penalty: 4253.896484
	Iteration 5Q: 3 clusters Score -691176 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -691341.437500 Penalty: 4253.896484
	Iteration 6Q: 3 clusters Score -691341.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -691484.062500 Penalty: 4253.896484
	Iteration 7Q: 3 clusters Score -691484.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -691620.812500 Penalty: 4253.896484
	Iteration 8Q: 3 clusters Score -691620.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -691750.125000 Penalty: 4253.896484
	Iteration 9Q: 3 clusters Score -691750.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -691882.250000 Penalty: 4253.896484
	Iteration 10Q: 3 clusters Score -691882.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -692028.250000 Penalty: 4253.896484
	Iteration 11Q: 3 clusters Score -692028.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -692202.687500 Penalty: 4253.896484
	Iteration 12Q: 3 clusters Score -692202.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -692366.250000 Penalty: 4253.896484
	Iteration 13Q: 3 clusters Score -692366.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -692519.375000 Penalty: 4253.896484
	Iteration 14Q: 3 clusters Score -692519.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -692640.125000 Penalty: 4253.896484
	Iteration 15Q: 3 clusters Score -692640.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -692720.125000 Penalty: 4253.896484
	Iteration 16Q: 3 clusters Score -692720.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -692772.312500 Penalty: 4253.896484
	Iteration 17Q: 3 clusters Score -692772.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -692814.437500 Penalty: 4253.896484
	Iteration 18Q: 3 clusters Score -692814.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -692849.375000 Penalty: 4253.896484
	Iteration 19Q: 3 clusters Score -692849.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -692875.562500 Penalty: 4253.896484
	Iteration 20F: 3 clusters Score -692875.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -692894.187500 Penalty: 4253.896484
	Iteration 21Q: 3 clusters Score -692894.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -692922.375000 Penalty: 4253.896484
	Iteration 22Q: 3 clusters Score -692922.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -692951.500000 Penalty: 4253.896484
	Iteration 23Q: 3 clusters Score -692951.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -692985.937500 Penalty: 4253.896484
	Iteration 24Q: 3 clusters Score -692985.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -693013.562500 Penalty: 4253.896484
	Iteration 25Q: 3 clusters Score -693013.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -693041.750000 Penalty: 4253.896484
	Iteration 26Q: 3 clusters Score -693041.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -693090.000000 Penalty: 4253.896484
	Iteration 27Q: 3 clusters Score -693090 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -693163.125000 Penalty: 4253.896484
	Iteration 28Q: 3 clusters Score -693163.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -693270.187500 Penalty: 4253.896484
	Iteration 29Q: 3 clusters Score -693270.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -693431.250000 Penalty: 4253.896484
	Iteration 30Q: 3 clusters Score -693431.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -693598.625000 Penalty: 4253.896484
	Iteration 31Q: 3 clusters Score -693598.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -693741.750000 Penalty: 4253.896484
	Iteration 32Q: 3 clusters Score -693741.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -693833.250000 Penalty: 4253.896484
	Iteration 33Q: 3 clusters Score -693833.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -693888.312500 Penalty: 4253.896484
	Iteration 34Q: 3 clusters Score -693888.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -693913.375000 Penalty: 4253.896484
	Iteration 35Q: 3 clusters Score -693913.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -693923.312500 Penalty: 4253.896484
	Iteration 36Q: 3 clusters Score -693923.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -693926.437500 Penalty: 4253.896484
	Iteration 37Q: 3 clusters Score -693926.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -693929.250000 Penalty: 4253.896484
	Iteration 38Q: 3 clusters Score -693929.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -693929.312500 Penalty: 4253.896484
	Iteration 39Q: 3 clusters Score -693929.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -693930.437500 Penalty: 4253.896484
	Iteration 40F: 3 clusters Score -693930.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Entering Unmasked Estep 
Score: -2872650.250000 Penalty: 2469.930176
	Iteration 0F: 2 clusters Score -2872650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2857764.750000 Penalty: 4939.860352
	Iteration 0F: 3 clusters Score -2857765 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2862899.250000 Penalty: 4939.860352
	Iteration 1F: 3 clusters Score -2862899 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2863582.750000 Penalty: 4939.860352
	Iteration 2F: 3 clusters Score -2863583 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2864331.500000 Penalty: 4939.860352
	Iteration 3F: 3 clusters Score -2864332 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2864915.750000 Penalty: 4939.860352
	Iteration 4F: 3 clusters Score -2864916 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2865329.250000 Penalty: 4939.860352
	Iteration 5Q: 3 clusters Score -2865329 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2865613.500000 Penalty: 4939.860352
	Iteration 6Q: 3 clusters Score -2865614 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2865854.250000 Penalty: 4939.860352
	Iteration 7Q: 3 clusters Score -2865854 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2866054.500000 Penalty: 4939.860352
	Iteration 8Q: 3 clusters Score -2866054 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2866240.000000 Penalty: 4939.860352
	Iteration 9Q: 3 clusters Score -2866240 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2866448.750000 Penalty: 4939.860352
	Iteration 10Q: 3 clusters Score -2866449 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2866732.000000 Penalty: 4939.860352
	Iteration 11Q: 3 clusters Score -2866732 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2867019.500000 Penalty: 4939.860352
	Iteration 12Q: 3 clusters Score -2867020 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2867361.000000 Penalty: 4939.860352
	Iteration 13Q: 3 clusters Score -2867361 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2867723.000000 Penalty: 4939.860352
	Iteration 14Q: 3 clusters Score -2867723 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2868107.500000 Penalty: 4939.860352
	Iteration 15Q: 3 clusters Score -2868108 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2868556.250000 Penalty: 4939.860352
	Iteration 16Q: 3 clusters Score -2868556 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2868985.500000 Penalty: 4939.860352
	Iteration 17Q: 3 clusters Score -2868986 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2869434.000000 Penalty: 4939.860352
	Iteration 18Q: 3 clusters Score -2869434 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2869867.000000 Penalty: 4939.860352
	Iteration 19Q: 3 clusters Score -2869867 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2870201.500000 Penalty: 4939.860352
	Iteration 20F: 3 clusters Score -2870202 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2870452.750000 Penalty: 4939.860352
	Iteration 21Q: 3 clusters Score -2870453 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2870650.250000 Penalty: 4939.860352
	Iteration 22Q: 3 clusters Score -2870650 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2870813.250000 Penalty: 4939.860352
	Iteration 23Q: 3 clusters Score -2870813 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2870927.000000 Penalty: 4939.860352
	Iteration 24Q: 3 clusters Score -2870927 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2871014.250000 Penalty: 4939.860352
	Iteration 25Q: 3 clusters Score -2871014 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -2871080.000000 Penalty: 4939.860352
	Iteration 26Q: 3 clusters Score -2871080 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2871125.500000 Penalty: 4939.860352
	Iteration 27Q: 3 clusters Score -2871126 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2871159.750000 Penalty: 4939.860352
	Iteration 28Q: 3 clusters Score -2871160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2871190.250000 Penalty: 4939.860352
	Iteration 29Q: 3 clusters Score -2871190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2871207.000000 Penalty: 4939.860352
	Iteration 30Q: 3 clusters Score -2871207 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2871224.250000 Penalty: 4939.860352
	Iteration 31Q: 3 clusters Score -2871224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2871239.250000 Penalty: 4939.860352
	Iteration 32Q: 3 clusters Score -2871239 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2871255.250000 Penalty: 4939.860352
	Iteration 33Q: 3 clusters Score -2871255 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2871270.000000 Penalty: 4939.860352
	Iteration 34Q: 3 clusters Score -2871270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2871280.750000 Penalty: 4939.860352
	Iteration 35Q: 3 clusters Score -2871281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2871280.750000 Penalty: 4939.860352
	Iteration 36Q: 3 clusters Score -2871281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2871283.750000 Penalty: 4939.860352
	Iteration 37Q: 3 clusters Score -2871284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2871289.500000 Penalty: 4939.860352
	Iteration 38Q: 3 clusters Score -2871290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2871288.750000 Penalty: 4939.860352
	Iteration 39Q: 3 clusters Score -2871289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2871295.500000 Penalty: 4939.860352
	Iteration 40F: 3 clusters Score -2871296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2871303.750000 Penalty: 4939.860352
	Iteration 41Q: 3 clusters Score -2871304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2871304.500000 Penalty: 4939.860352
	Iteration 42Q: 3 clusters Score -2871304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2871306.250000 Penalty: 4939.860352
	Iteration 43Q: 3 clusters Score -2871306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2871307.750000 Penalty: 4939.860352
	Iteration 44Q: 3 clusters Score -2871308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2871304.750000 Penalty: 4939.860352
	Iteration 45Q: 3 clusters Score -2871305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2871304.750000 Penalty: 4939.860352
	Iteration 46F: 3 clusters Score -2871305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -67680.226562 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -67680.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66242.046875 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -66242.05 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66634.039062 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -66634.04 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66898.343750 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -66898.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67171.156250 Penalty: 3178.630371
	Iteration 3F: 3 clusters Score -67171.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67505.789062 Penalty: 3178.630371
	Iteration 4F: 3 clusters Score -67505.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -67787.414062 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -67787.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -67845.421875 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -67845.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -67878.968750 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -67878.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -67944.648438 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -67944.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -67989.312500 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -67989.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -68085.953125 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -68085.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -68093.250000 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -68093.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -68095.648438 Penalty: 3178.630371
	Iteration 12Q: 3 clusters Score -68095.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -68095.648438 Penalty: 3178.630371
	Iteration 13F: 3 clusters Score -68095.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37338 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167202 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 395 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8151 members 
Mstep: Class 16 contains 18106 members 
Mstep: Class 17 contains 88708 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36775 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12020 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7204 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5096 members 
Mstep: Class 34 contains 3077 members 
Mstep: Class 35 contains 212 members 
Entering Unmasked Estep 
Score: -100913976.000000 Penalty: 117577.601562
Splitting cluster 12 changes total score from -100915288.000000 to -100913976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -80114.218750 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -80114.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78505.320312 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -78505.32 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -78734.382812 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -78734.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -78859.218750 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -78859.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -79016.125000 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -79016.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -79220.093750 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -79220.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -79342.671875 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -79342.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -79387.851562 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -79387.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -79406.570312 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -79406.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -79416.109375 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -79416.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -79419.867188 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -79419.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -79423.867188 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -79423.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -79425.257812 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -79425.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -79427.601562 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -79427.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -79432.718750 Penalty: 3189.140869
	Iteration 13Q: 3 clusters Score -79432.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -79438.203125 Penalty: 3189.140869
	Iteration 14Q: 3 clusters Score -79438.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -79443.382812 Penalty: 3189.140869
	Iteration 15Q: 3 clusters Score -79443.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -79446.812500 Penalty: 3189.140869
	Iteration 16Q: 3 clusters Score -79446.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -79449.054688 Penalty: 3189.140869
	Iteration 17Q: 3 clusters Score -79449.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -79450.101562 Penalty: 3189.140869
	Iteration 18Q: 3 clusters Score -79450.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -79450.101562 Penalty: 3189.140869
	Iteration 19F: 3 clusters Score -79450.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Entering Unmasked Estep 
Score: -3528143.250000 Penalty: 2522.690674
	Iteration 0F: 2 clusters Score -3528143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3510034.250000 Penalty: 5045.381348
	Iteration 0F: 3 clusters Score -3510034 nChanged 11695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -3516437.750000 Penalty: 5045.381348
	Iteration 1F: 3 clusters Score -3516438 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3516854.750000 Penalty: 5045.381348
	Iteration 2Q: 3 clusters Score -3516855 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3517348.750000 Penalty: 5045.381348
	Iteration 3Q: 3 clusters Score -3517349 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3517924.750000 Penalty: 5045.381348
	Iteration 4Q: 3 clusters Score -3517925 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3518560.250000 Penalty: 5045.381348
	Iteration 5Q: 3 clusters Score -3518560 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3519228.250000 Penalty: 5045.381348
	Iteration 6Q: 3 clusters Score -3519228 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3519842.750000 Penalty: 5045.381348
	Iteration 7Q: 3 clusters Score -3519843 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -3520351.500000 Penalty: 5045.381348
	Iteration 8Q: 3 clusters Score -3520352 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3520800.250000 Penalty: 5045.381348
	Iteration 9Q: 3 clusters Score -3520800 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3521191.750000 Penalty: 5045.381348
	Iteration 10Q: 3 clusters Score -3521192 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -3521501.250000 Penalty: 5045.381348
	Iteration 11Q: 3 clusters Score -3521501 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3521749.750000 Penalty: 5045.381348
	Iteration 12Q: 3 clusters Score -3521750 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3521916.500000 Penalty: 5045.381348
	Iteration 13Q: 3 clusters Score -3521916 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -3522041.750000 Penalty: 5045.381348
	Iteration 14Q: 3 clusters Score -3522042 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3522168.000000 Penalty: 5045.381348
	Iteration 15Q: 3 clusters Score -3522168 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -3522252.250000 Penalty: 5045.381348
	Iteration 16Q: 3 clusters Score -3522252 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -3522332.500000 Penalty: 5045.381348
	Iteration 17Q: 3 clusters Score -3522332 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -3522442.000000 Penalty: 5045.381348
	Iteration 18Q: 3 clusters Score -3522442 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3522526.000000 Penalty: 5045.381348
	Iteration 19Q: 3 clusters Score -3522526 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -3522628.500000 Penalty: 5045.381348
	Iteration 20F: 3 clusters Score -3522628 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -3522755.500000 Penalty: 5045.381348
	Iteration 21Q: 3 clusters Score -3522756 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -3522861.250000 Penalty: 5045.381348
	Iteration 22Q: 3 clusters Score -3522861 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -3522974.500000 Penalty: 5045.381348
	Iteration 23Q: 3 clusters Score -3522974 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -3523096.500000 Penalty: 5045.381348
	Iteration 24Q: 3 clusters Score -3523096 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -3523197.750000 Penalty: 5045.381348
	Iteration 25Q: 3 clusters Score -3523198 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3523295.750000 Penalty: 5045.381348
	Iteration 26Q: 3 clusters Score -3523296 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -3523379.500000 Penalty: 5045.381348
	Iteration 27Q: 3 clusters Score -3523380 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3523498.000000 Penalty: 5045.381348
	Iteration 28Q: 3 clusters Score -3523498 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -3523649.000000 Penalty: 5045.381348
	Iteration 29Q: 3 clusters Score -3523649 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -3523792.000000 Penalty: 5045.381348
	Iteration 30Q: 3 clusters Score -3523792 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -3523924.750000 Penalty: 5045.381348
	Iteration 31Q: 3 clusters Score -3523925 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -3524120.750000 Penalty: 5045.381348
	Iteration 32Q: 3 clusters Score -3524121 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3524308.000000 Penalty: 5045.381348
	Iteration 33Q: 3 clusters Score -3524308 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3524526.250000 Penalty: 5045.381348
	Iteration 34Q: 3 clusters Score -3524526 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3524789.250000 Penalty: 5045.381348
	Iteration 35Q: 3 clusters Score -3524789 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -3525063.750000 Penalty: 5045.381348
	Iteration 36Q: 3 clusters Score -3525064 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -3525300.000000 Penalty: 5045.381348
	Iteration 37Q: 3 clusters Score -3525300 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3525473.750000 Penalty: 5045.381348
	Iteration 38Q: 3 clusters Score -3525474 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3525627.500000 Penalty: 5045.381348
	Iteration 39Q: 3 clusters Score -3525628 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3526058.250000 Penalty: 5045.381348
	Iteration 40F: 3 clusters Score -3526058 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3526503.500000 Penalty: 5045.381348
	Iteration 41Q: 3 clusters Score -3526504 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3526573.000000 Penalty: 5045.381348
	Iteration 42Q: 3 clusters Score -3526573 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3526616.500000 Penalty: 5045.381348
	Iteration 43Q: 3 clusters Score -3526616 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3526651.250000 Penalty: 5045.381348
	Iteration 44Q: 3 clusters Score -3526651 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3526693.500000 Penalty: 5045.381348
	Iteration 45Q: 3 clusters Score -3526694 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3526708.250000 Penalty: 5045.381348
	Iteration 46Q: 3 clusters Score -3526708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3526740.000000 Penalty: 5045.381348
	Iteration 47Q: 3 clusters Score -3526740 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3526772.250000 Penalty: 5045.381348
	Iteration 48Q: 3 clusters Score -3526772 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3526786.000000 Penalty: 5045.381348
	Iteration 49Q: 3 clusters Score -3526786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3526793.750000 Penalty: 5045.381348
	Iteration 50Q: 3 clusters Score -3526794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3526809.250000 Penalty: 5045.381348
	Iteration 51Q: 3 clusters Score -3526809 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3526815.750000 Penalty: 5045.381348
	Iteration 52Q: 3 clusters Score -3526816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3526817.750000 Penalty: 5045.381348
	Iteration 53Q: 3 clusters Score -3526818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3526842.000000 Penalty: 5045.381348
	Iteration 54Q: 3 clusters Score -3526842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3526846.000000 Penalty: 5045.381348
	Iteration 55Q: 3 clusters Score -3526846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3526845.250000 Penalty: 5045.381348
	Iteration 56Q: 3 clusters Score -3526845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3526861.500000 Penalty: 5045.381348
	Iteration 57Q: 3 clusters Score -3526862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3526855.250000 Penalty: 5045.381348
	Iteration 58Q: 3 clusters Score -3526855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3526864.000000 Penalty: 5045.381348
	Iteration 59Q: 3 clusters Score -3526864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3526863.500000 Penalty: 5045.381348
	Iteration 60F: 3 clusters Score -3526864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3526859.750000 Penalty: 5045.381348
	Iteration 61Q: 3 clusters Score -3526860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3526860.500000 Penalty: 5045.381348
	Iteration 62Q: 3 clusters Score -3526860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3526863.250000 Penalty: 5045.381348
	Iteration 63Q: 3 clusters Score -3526863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3526865.750000 Penalty: 5045.381348
	Iteration 64Q: 3 clusters Score -3526866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3526872.750000 Penalty: 5045.381348
	Iteration 65Q: 3 clusters Score -3526873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3526873.500000 Penalty: 5045.381348
	Iteration 66Q: 3 clusters Score -3526874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3526873.000000 Penalty: 5045.381348
	Iteration 67Q: 3 clusters Score -3526873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3526877.250000 Penalty: 5045.381348
	Iteration 68Q: 3 clusters Score -3526877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3526876.250000 Penalty: 5045.381348
	Iteration 69Q: 3 clusters Score -3526876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3526876.500000 Penalty: 5045.381348
	Iteration 70Q: 3 clusters Score -3526876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3526880.250000 Penalty: 5045.381348
	Iteration 71Q: 3 clusters Score -3526880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3526877.000000 Penalty: 5045.381348
	Iteration 72Q: 3 clusters Score -3526877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3526877.000000 Penalty: 5045.381348
	Iteration 73F: 3 clusters Score -3526877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Entering Unmasked Estep 
Score: -994838.687500 Penalty: 2233.462158
	Iteration 0F: 2 clusters Score -994838.7 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 4057 members 
Entering Unmasked Estep 
Score: -988360.562500 Penalty: 4466.924316
	Iteration 0F: 3 clusters Score -988360.6 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -990433.687500 Penalty: 4466.924316
	Iteration 1F: 3 clusters Score -990433.7 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -990937.812500 Penalty: 4466.924316
	Iteration 2F: 3 clusters Score -990937.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -991526.625000 Penalty: 4466.924316
	Iteration 3F: 3 clusters Score -991526.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -992069.562500 Penalty: 4466.924316
	Iteration 4F: 3 clusters Score -992069.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -992475.812500 Penalty: 4466.924316
	Iteration 5F: 3 clusters Score -992475.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -992749.000000 Penalty: 4466.924316
	Iteration 6F: 3 clusters Score -992749 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -993006.187500 Penalty: 4466.924316
	Iteration 7Q: 3 clusters Score -993006.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -993242.250000 Penalty: 4466.924316
	Iteration 8Q: 3 clusters Score -993242.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -993450.687500 Penalty: 4466.924316
	Iteration 9Q: 3 clusters Score -993450.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -993606.625000 Penalty: 4466.924316
	Iteration 10Q: 3 clusters Score -993606.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -993727.437500 Penalty: 4466.924316
	Iteration 11Q: 3 clusters Score -993727.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -993819.500000 Penalty: 4466.924316
	Iteration 12Q: 3 clusters Score -993819.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -993904.437500 Penalty: 4466.924316
	Iteration 13Q: 3 clusters Score -993904.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -993977.187500 Penalty: 4466.924316
	Iteration 14Q: 3 clusters Score -993977.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -994039.562500 Penalty: 4466.924316
	Iteration 15Q: 3 clusters Score -994039.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -994103.000000 Penalty: 4466.924316
	Iteration 16Q: 3 clusters Score -994103 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -994148.500000 Penalty: 4466.924316
	Iteration 17Q: 3 clusters Score -994148.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -994183.687500 Penalty: 4466.924316
	Iteration 18Q: 3 clusters Score -994183.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -994209.250000 Penalty: 4466.924316
	Iteration 19Q: 3 clusters Score -994209.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -994237.062500 Penalty: 4466.924316
	Iteration 20F: 3 clusters Score -994237.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -994262.625000 Penalty: 4466.924316
	Iteration 21Q: 3 clusters Score -994262.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -994292.125000 Penalty: 4466.924316
	Iteration 22Q: 3 clusters Score -994292.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -994315.625000 Penalty: 4466.924316
	Iteration 23Q: 3 clusters Score -994315.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -994327.437500 Penalty: 4466.924316
	Iteration 24Q: 3 clusters Score -994327.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -994343.312500 Penalty: 4466.924316
	Iteration 25Q: 3 clusters Score -994343.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -994359.250000 Penalty: 4466.924316
	Iteration 26Q: 3 clusters Score -994359.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -994371.000000 Penalty: 4466.924316
	Iteration 27Q: 3 clusters Score -994371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -994377.562500 Penalty: 4466.924316
	Iteration 28Q: 3 clusters Score -994377.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -994385.000000 Penalty: 4466.924316
	Iteration 29Q: 3 clusters Score -994385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -994388.937500 Penalty: 4466.924316
	Iteration 30Q: 3 clusters Score -994388.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -994388.500000 Penalty: 4466.924316
	Iteration 31Q: 3 clusters Score -994388.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -994387.562500 Penalty: 4466.924316
	Iteration 32Q: 3 clusters Score -994387.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -994388.125000 Penalty: 4466.924316
	Iteration 33Q: 3 clusters Score -994388.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -994388.125000 Penalty: 4466.924316
	Iteration 34F: 3 clusters Score -994388.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Entering Unmasked Estep 
Score: -2402963.000000 Penalty: 2431.391846
	Iteration 0F: 2 clusters Score -2402963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2390205.500000 Penalty: 4862.783691
	Iteration 0F: 3 clusters Score -2390206 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2394748.500000 Penalty: 4862.783691
	Iteration 1F: 3 clusters Score -2394748 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2395552.250000 Penalty: 4862.783691
	Iteration 2F: 3 clusters Score -2395552 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2396261.750000 Penalty: 4862.783691
	Iteration 3F: 3 clusters Score -2396262 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2396851.250000 Penalty: 4862.783691
	Iteration 4F: 3 clusters Score -2396851 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2397309.000000 Penalty: 4862.783691
	Iteration 5F: 3 clusters Score -2397309 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2397742.500000 Penalty: 4862.783691
	Iteration 6Q: 3 clusters Score -2397742 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2398155.250000 Penalty: 4862.783691
	Iteration 7Q: 3 clusters Score -2398155 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2398583.750000 Penalty: 4862.783691
	Iteration 8Q: 3 clusters Score -2398584 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2399043.500000 Penalty: 4862.783691
	Iteration 9Q: 3 clusters Score -2399044 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2399540.000000 Penalty: 4862.783691
	Iteration 10Q: 3 clusters Score -2399540 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2399994.250000 Penalty: 4862.783691
	Iteration 11Q: 3 clusters Score -2399994 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2400378.750000 Penalty: 4862.783691
	Iteration 12Q: 3 clusters Score -2400379 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2400635.250000 Penalty: 4862.783691
	Iteration 13Q: 3 clusters Score -2400635 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2400848.250000 Penalty: 4862.783691
	Iteration 14Q: 3 clusters Score -2400848 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2400970.000000 Penalty: 4862.783691
	Iteration 15Q: 3 clusters Score -2400970 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2401052.500000 Penalty: 4862.783691
	Iteration 16Q: 3 clusters Score -2401052 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2401128.000000 Penalty: 4862.783691
	Iteration 17Q: 3 clusters Score -2401128 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2401193.000000 Penalty: 4862.783691
	Iteration 18Q: 3 clusters Score -2401193 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2401253.500000 Penalty: 4862.783691
	Iteration 19Q: 3 clusters Score -2401254 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2401303.750000 Penalty: 4862.783691
	Iteration 20F: 3 clusters Score -2401304 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2401345.750000 Penalty: 4862.783691
	Iteration 21Q: 3 clusters Score -2401346 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2401375.250000 Penalty: 4862.783691
	Iteration 22Q: 3 clusters Score -2401375 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2401402.000000 Penalty: 4862.783691
	Iteration 23Q: 3 clusters Score -2401402 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2401429.250000 Penalty: 4862.783691
	Iteration 24Q: 3 clusters Score -2401429 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2401446.750000 Penalty: 4862.783691
	Iteration 25Q: 3 clusters Score -2401447 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2401478.000000 Penalty: 4862.783691
	Iteration 26Q: 3 clusters Score -2401478 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2401498.250000 Penalty: 4862.783691
	Iteration 27Q: 3 clusters Score -2401498 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2401520.000000 Penalty: 4862.783691
	Iteration 28Q: 3 clusters Score -2401520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2401531.250000 Penalty: 4862.783691
	Iteration 29Q: 3 clusters Score -2401531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2401541.000000 Penalty: 4862.783691
	Iteration 30Q: 3 clusters Score -2401541 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2401546.000000 Penalty: 4862.783691
	Iteration 31Q: 3 clusters Score -2401546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2401556.000000 Penalty: 4862.783691
	Iteration 32Q: 3 clusters Score -2401556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2401572.500000 Penalty: 4862.783691
	Iteration 33Q: 3 clusters Score -2401572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2401582.250000 Penalty: 4862.783691
	Iteration 34Q: 3 clusters Score -2401582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2401592.500000 Penalty: 4862.783691
	Iteration 35Q: 3 clusters Score -2401592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2401597.750000 Penalty: 4862.783691
	Iteration 36Q: 3 clusters Score -2401598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2401601.000000 Penalty: 4862.783691
	Iteration 37Q: 3 clusters Score -2401601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2401599.500000 Penalty: 4862.783691
	Iteration 38Q: 3 clusters Score -2401600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2401600.250000 Penalty: 4862.783691
	Iteration 39Q: 3 clusters Score -2401600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2401603.250000 Penalty: 4862.783691
	Iteration 40F: 3 clusters Score -2401603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2401603.500000 Penalty: 4862.783691
	Iteration 41Q: 3 clusters Score -2401604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2401607.000000 Penalty: 4862.783691
	Iteration 42Q: 3 clusters Score -2401607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2401608.250000 Penalty: 4862.783691
	Iteration 43Q: 3 clusters Score -2401608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2401609.250000 Penalty: 4862.783691
	Iteration 44Q: 3 clusters Score -2401609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2401611.000000 Penalty: 4862.783691
	Iteration 45Q: 3 clusters Score -2401611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2401615.500000 Penalty: 4862.783691
	Iteration 46Q: 3 clusters Score -2401616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2401616.000000 Penalty: 4862.783691
	Iteration 47Q: 3 clusters Score -2401616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2401618.250000 Penalty: 4862.783691
	Iteration 48Q: 3 clusters Score -2401618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2401623.750000 Penalty: 4862.783691
	Iteration 49Q: 3 clusters Score -2401624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2401623.000000 Penalty: 4862.783691
	Iteration 50Q: 3 clusters Score -2401623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2401626.250000 Penalty: 4862.783691
	Iteration 51Q: 3 clusters Score -2401626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2401627.250000 Penalty: 4862.783691
	Iteration 52Q: 3 clusters Score -2401627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2401630.500000 Penalty: 4862.783691
	Iteration 53Q: 3 clusters Score -2401630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2401632.250000 Penalty: 4862.783691
	Iteration 54Q: 3 clusters Score -2401632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2401634.250000 Penalty: 4862.783691
	Iteration 55Q: 3 clusters Score -2401634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2401631.750000 Penalty: 4862.783691
	Iteration 56Q: 3 clusters Score -2401632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2401633.750000 Penalty: 4862.783691
	Iteration 57Q: 3 clusters Score -2401634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2401633.000000 Penalty: 4862.783691
	Iteration 58Q: 3 clusters Score -2401633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2401632.750000 Penalty: 4862.783691
	Iteration 59Q: 3 clusters Score -2401633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2401637.750000 Penalty: 4862.783691
	Iteration 60F: 3 clusters Score -2401638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2401633.000000 Penalty: 4862.783691
	Iteration 61Q: 3 clusters Score -2401633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2401639.500000 Penalty: 4862.783691
	Iteration 62Q: 3 clusters Score -2401640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2401641.750000 Penalty: 4862.783691
	Iteration 63Q: 3 clusters Score -2401642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2401642.500000 Penalty: 4862.783691
	Iteration 64Q: 3 clusters Score -2401642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2401647.000000 Penalty: 4862.783691
	Iteration 65Q: 3 clusters Score -2401647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2401646.000000 Penalty: 4862.783691
	Iteration 66Q: 3 clusters Score -2401646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2401651.250000 Penalty: 4862.783691
	Iteration 67Q: 3 clusters Score -2401651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2401654.000000 Penalty: 4862.783691
	Iteration 68Q: 3 clusters Score -2401654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2401657.250000 Penalty: 4862.783691
	Iteration 69Q: 3 clusters Score -2401657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2401664.500000 Penalty: 4862.783691
	Iteration 70Q: 3 clusters Score -2401664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2401658.500000 Penalty: 4862.783691
	Iteration 71Q: 3 clusters Score -2401658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2401663.250000 Penalty: 4862.783691
	Iteration 72Q: 3 clusters Score -2401663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2401663.250000 Penalty: 4862.783691
	Iteration 73Q: 3 clusters Score -2401663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2401667.250000 Penalty: 4862.783691
	Iteration 74Q: 3 clusters Score -2401667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2401665.500000 Penalty: 4862.783691
	Iteration 75Q: 3 clusters Score -2401666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2401664.750000 Penalty: 4862.783691
	Iteration 76Q: 3 clusters Score -2401665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2401669.000000 Penalty: 4862.783691
	Iteration 77Q: 3 clusters Score -2401669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2401667.000000 Penalty: 4862.783691
	Iteration 78Q: 3 clusters Score -2401667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2401665.000000 Penalty: 4862.783691
	Iteration 79Q: 3 clusters Score -2401665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2401666.000000 Penalty: 4862.783691
	Iteration 80F: 3 clusters Score -2401666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2401667.000000 Penalty: 4862.783691
	Iteration 81Q: 3 clusters Score -2401667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2401668.000000 Penalty: 4862.783691
	Iteration 82Q: 3 clusters Score -2401668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2401667.500000 Penalty: 4862.783691
	Iteration 83Q: 3 clusters Score -2401668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2401669.000000 Penalty: 4862.783691
	Iteration 84Q: 3 clusters Score -2401669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2401667.500000 Penalty: 4862.783691
	Iteration 85Q: 3 clusters Score -2401668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2401668.750000 Penalty: 4862.783691
	Iteration 86Q: 3 clusters Score -2401669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2401670.750000 Penalty: 4862.783691
	Iteration 87Q: 3 clusters Score -2401671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2401673.500000 Penalty: 4862.783691
	Iteration 88Q: 3 clusters Score -2401674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2401673.250000 Penalty: 4862.783691
	Iteration 89Q: 3 clusters Score -2401673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2401672.750000 Penalty: 4862.783691
	Iteration 90Q: 3 clusters Score -2401673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2401673.250000 Penalty: 4862.783691
	Iteration 91Q: 3 clusters Score -2401673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2401674.750000 Penalty: 4862.783691
	Iteration 92Q: 3 clusters Score -2401675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2401673.000000 Penalty: 4862.783691
	Iteration 93Q: 3 clusters Score -2401673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2401670.750000 Penalty: 4862.783691
	Iteration 94Q: 3 clusters Score -2401671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2401670.750000 Penalty: 4862.783691
	Iteration 95F: 3 clusters Score -2401671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88708 members 
Entering Unmasked Estep 
Score: -12080688.000000 Penalty: 2825.490234
	Iteration 0F: 2 clusters Score -1.208069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -12021131.000000 Penalty: 5650.980469
	Iteration 0F: 3 clusters Score -1.202113e+07 nChanged 41956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -12045168.000000 Penalty: 5650.980469
	Iteration 1F: 3 clusters Score -1.204517e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -12046036.000000 Penalty: 5650.980469
	Iteration 2Q: 3 clusters Score -1.204604e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -12047126.000000 Penalty: 5650.980469
	Iteration 3Q: 3 clusters Score -1.204713e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -12048987.000000 Penalty: 5650.980469
	Iteration 4Q: 3 clusters Score -1.204899e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -12052033.000000 Penalty: 5650.980469
	Iteration 5F: 3 clusters Score -1.205203e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60702 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -12056437.000000 Penalty: 5650.980469
	Iteration 6F: 3 clusters Score -1.205644e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -12061570.000000 Penalty: 5650.980469
	Iteration 7F: 3 clusters Score -1.206157e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72101 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -12066577.000000 Penalty: 5650.980469
	Iteration 8F: 3 clusters Score -1.206658e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76733 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -12070262.000000 Penalty: 5650.980469
	Iteration 9F: 3 clusters Score -1.207026e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80334 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -12072999.000000 Penalty: 5650.980469
	Iteration 10Q: 3 clusters Score -1.2073e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82936 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -12074883.000000 Penalty: 5650.980469
	Iteration 11Q: 3 clusters Score -1.207488e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -12076163.000000 Penalty: 5650.980469
	Iteration 12Q: 3 clusters Score -1.207616e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85954 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -12076998.000000 Penalty: 5650.980469
	Iteration 13Q: 3 clusters Score -1.2077e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -12077518.000000 Penalty: 5650.980469
	Iteration 14Q: 3 clusters Score -1.207752e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87136 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -12077808.000000 Penalty: 5650.980469
	Iteration 15Q: 3 clusters Score -1.207781e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87429 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -12078025.000000 Penalty: 5650.980469
	Iteration 16Q: 3 clusters Score -1.207802e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87592 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -12078107.000000 Penalty: 5650.980469
	Iteration 17Q: 3 clusters Score -1.207811e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87698 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -12078170.000000 Penalty: 5650.980469
	Iteration 18Q: 3 clusters Score -1.207817e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87772 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -12078247.000000 Penalty: 5650.980469
	Iteration 19Q: 3 clusters Score -1.207825e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87836 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -12078276.000000 Penalty: 5650.980469
	Iteration 20F: 3 clusters Score -1.207828e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87877 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -12078312.000000 Penalty: 5650.980469
	Iteration 21Q: 3 clusters Score -1.207831e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87924 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -12078324.000000 Penalty: 5650.980469
	Iteration 22Q: 3 clusters Score -1.207832e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87950 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -12078338.000000 Penalty: 5650.980469
	Iteration 23Q: 3 clusters Score -1.207834e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87967 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -12078365.000000 Penalty: 5650.980469
	Iteration 24Q: 3 clusters Score -1.207836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87980 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -12078364.000000 Penalty: 5650.980469
	Iteration 25Q: 3 clusters Score -1.207836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87991 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -12078375.000000 Penalty: 5650.980469
	Iteration 26Q: 3 clusters Score -1.207838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87996 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -12078380.000000 Penalty: 5650.980469
	Iteration 27Q: 3 clusters Score -1.207838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87998 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -12078381.000000 Penalty: 5650.980469
	Iteration 28Q: 3 clusters Score -1.207838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88005 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -12078385.000000 Penalty: 5650.980469
	Iteration 29Q: 3 clusters Score -1.207838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88010 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -12078386.000000 Penalty: 5650.980469
	Iteration 30Q: 3 clusters Score -1.207839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88015 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12078393.000000 Penalty: 5650.980469
	Iteration 31Q: 3 clusters Score -1.207839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88021 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -12078396.000000 Penalty: 5650.980469
	Iteration 32Q: 3 clusters Score -1.20784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88026 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12078400.000000 Penalty: 5650.980469
	Iteration 33Q: 3 clusters Score -1.20784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88028 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -12078399.000000 Penalty: 5650.980469
	Iteration 34Q: 3 clusters Score -1.20784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88030 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -12078399.000000 Penalty: 5650.980469
	Iteration 35Q: 3 clusters Score -1.20784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88034 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -12078405.000000 Penalty: 5650.980469
	Iteration 36Q: 3 clusters Score -1.20784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88035 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -12078400.000000 Penalty: 5650.980469
	Iteration 37Q: 3 clusters Score -1.20784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88035 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -12078400.000000 Penalty: 5650.980469
	Iteration 38F: 3 clusters Score -1.20784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -115855.328125 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -115855.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -114103.242188 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -114103.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -114823.960938 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -114824 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -115238.000000 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -115238 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -115423.437500 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -115423.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -115505.789062 Penalty: 3402.368896
	Iteration 4Q: 3 clusters Score -115505.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -115563.890625 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -115563.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -115626.554688 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -115626.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -115772.460938 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -115772.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -116094.437500 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -116094.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -116393.484375 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -116393.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -116498.351562 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -116498.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -116600.031250 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -116600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -116716.453125 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -116716.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -116812.375000 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -116812.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -116878.750000 Penalty: 3402.368896
	Iteration 14Q: 3 clusters Score -116878.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -116929.632812 Penalty: 3402.368896
	Iteration 15Q: 3 clusters Score -116929.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -116960.609375 Penalty: 3402.368896
	Iteration 16Q: 3 clusters Score -116960.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -116994.289062 Penalty: 3402.368896
	Iteration 17Q: 3 clusters Score -116994.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -117022.468750 Penalty: 3402.368896
	Iteration 18Q: 3 clusters Score -117022.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -117065.109375 Penalty: 3402.368896
	Iteration 19Q: 3 clusters Score -117065.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -117096.664062 Penalty: 3402.368896
	Iteration 20F: 3 clusters Score -117096.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -117125.898438 Penalty: 3402.368896
	Iteration 21Q: 3 clusters Score -117125.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -117145.328125 Penalty: 3402.368896
	Iteration 22Q: 3 clusters Score -117145.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -117145.328125 Penalty: 3402.368896
	Iteration 23F: 3 clusters Score -117145.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37338 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167202 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8151 members 
Mstep: Class 16 contains 18106 members 
Mstep: Class 17 contains 88708 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36775 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12020 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7204 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5096 members 
Mstep: Class 34 contains 3077 members 
Mstep: Class 35 contains 415 members 
Entering Unmasked Estep 
Score: -100914992.000000 Penalty: 117577.601562
Splitting cluster 18 changes total score from -100915288.000000 to -100914992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (49299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Entering Unmasked Estep 
Score: -6681854.500000 Penalty: 2679.803467
	Iteration 0F: 2 clusters Score -6681854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -6648657.000000 Penalty: 5359.606934
	Iteration 0F: 3 clusters Score -6648657 nChanged 22849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -6661462.500000 Penalty: 5359.606934
	Iteration 1F: 3 clusters Score -6661462 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -6662178.000000 Penalty: 5359.606934
	Iteration 2Q: 3 clusters Score -6662178 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -6662953.500000 Penalty: 5359.606934
	Iteration 3Q: 3 clusters Score -6662954 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -6663832.000000 Penalty: 5359.606934
	Iteration 4Q: 3 clusters Score -6663832 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -6664913.500000 Penalty: 5359.606934
	Iteration 5Q: 3 clusters Score -6664914 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -6666326.500000 Penalty: 5359.606934
	Iteration 6F: 3 clusters Score -6666326 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -6668098.000000 Penalty: 5359.606934
	Iteration 7F: 3 clusters Score -6668098 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -6670274.500000 Penalty: 5359.606934
	Iteration 8F: 3 clusters Score -6670274 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -6672685.000000 Penalty: 5359.606934
	Iteration 9F: 3 clusters Score -6672685 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -6674736.500000 Penalty: 5359.606934
	Iteration 10F: 3 clusters Score -6674736 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -6676417.500000 Penalty: 5359.606934
	Iteration 11Q: 3 clusters Score -6676418 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -6677617.500000 Penalty: 5359.606934
	Iteration 12Q: 3 clusters Score -6677618 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6678374.000000 Penalty: 5359.606934
	Iteration 13Q: 3 clusters Score -6678374 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6678834.500000 Penalty: 5359.606934
	Iteration 14Q: 3 clusters Score -6678834 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6679127.000000 Penalty: 5359.606934
	Iteration 15Q: 3 clusters Score -6679127 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6679266.500000 Penalty: 5359.606934
	Iteration 16Q: 3 clusters Score -6679266 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6679374.000000 Penalty: 5359.606934
	Iteration 17Q: 3 clusters Score -6679374 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6679444.000000 Penalty: 5359.606934
	Iteration 18Q: 3 clusters Score -6679444 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6679501.000000 Penalty: 5359.606934
	Iteration 19Q: 3 clusters Score -6679501 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6679529.500000 Penalty: 5359.606934
	Iteration 20F: 3 clusters Score -6679530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6679546.500000 Penalty: 5359.606934
	Iteration 21Q: 3 clusters Score -6679546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6679558.000000 Penalty: 5359.606934
	Iteration 22Q: 3 clusters Score -6679558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6679585.000000 Penalty: 5359.606934
	Iteration 23Q: 3 clusters Score -6679585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6679602.000000 Penalty: 5359.606934
	Iteration 24Q: 3 clusters Score -6679602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6679620.000000 Penalty: 5359.606934
	Iteration 25Q: 3 clusters Score -6679620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6679635.500000 Penalty: 5359.606934
	Iteration 26Q: 3 clusters Score -6679636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6679636.000000 Penalty: 5359.606934
	Iteration 27Q: 3 clusters Score -6679636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6679634.000000 Penalty: 5359.606934
	Iteration 28Q: 3 clusters Score -6679634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6679633.000000 Penalty: 5359.606934
	Iteration 29Q: 3 clusters Score -6679633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6679638.500000 Penalty: 5359.606934
	Iteration 30Q: 3 clusters Score -6679638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6679634.500000 Penalty: 5359.606934
	Iteration 31Q: 3 clusters Score -6679634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6679637.000000 Penalty: 5359.606934
	Iteration 32Q: 3 clusters Score -6679637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6679638.000000 Penalty: 5359.606934
	Iteration 33Q: 3 clusters Score -6679638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6679635.000000 Penalty: 5359.606934
	Iteration 34Q: 3 clusters Score -6679635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6679644.000000 Penalty: 5359.606934
	Iteration 35Q: 3 clusters Score -6679644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6679644.000000 Penalty: 5359.606934
	Iteration 36F: 3 clusters Score -6679644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Entering Unmasked Estep 
Score: -1889970.875000 Penalty: 2364.794678
	Iteration 0F: 2 clusters Score -1889971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1879900.125000 Penalty: 4729.589355
	Iteration 0F: 3 clusters Score -1879900 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1883070.875000 Penalty: 4729.589355
	Iteration 1F: 3 clusters Score -1883071 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1883448.625000 Penalty: 4729.589355
	Iteration 2F: 3 clusters Score -1883449 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1883738.250000 Penalty: 4729.589355
	Iteration 3F: 3 clusters Score -1883738 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1883961.000000 Penalty: 4729.589355
	Iteration 4Q: 3 clusters Score -1883961 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1884160.375000 Penalty: 4729.589355
	Iteration 5Q: 3 clusters Score -1884160 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1884372.000000 Penalty: 4729.589355
	Iteration 6Q: 3 clusters Score -1884372 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1884586.625000 Penalty: 4729.589355
	Iteration 7Q: 3 clusters Score -1884587 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1884775.750000 Penalty: 4729.589355
	Iteration 8Q: 3 clusters Score -1884776 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1884969.250000 Penalty: 4729.589355
	Iteration 9Q: 3 clusters Score -1884969 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1885153.750000 Penalty: 4729.589355
	Iteration 10Q: 3 clusters Score -1885154 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1885353.750000 Penalty: 4729.589355
	Iteration 11Q: 3 clusters Score -1885354 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1885578.750000 Penalty: 4729.589355
	Iteration 12Q: 3 clusters Score -1885579 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1885823.500000 Penalty: 4729.589355
	Iteration 13Q: 3 clusters Score -1885824 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1886077.750000 Penalty: 4729.589355
	Iteration 14Q: 3 clusters Score -1886078 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1886336.375000 Penalty: 4729.589355
	Iteration 15Q: 3 clusters Score -1886336 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1886582.250000 Penalty: 4729.589355
	Iteration 16Q: 3 clusters Score -1886582 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1886797.250000 Penalty: 4729.589355
	Iteration 17Q: 3 clusters Score -1886797 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1886992.500000 Penalty: 4729.589355
	Iteration 18Q: 3 clusters Score -1886992 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1887181.250000 Penalty: 4729.589355
	Iteration 19Q: 3 clusters Score -1887181 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1887328.000000 Penalty: 4729.589355
	Iteration 20F: 3 clusters Score -1887328 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1887468.500000 Penalty: 4729.589355
	Iteration 21Q: 3 clusters Score -1887468 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1887571.250000 Penalty: 4729.589355
	Iteration 22Q: 3 clusters Score -1887571 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1887669.750000 Penalty: 4729.589355
	Iteration 23Q: 3 clusters Score -1887670 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1887751.625000 Penalty: 4729.589355
	Iteration 24Q: 3 clusters Score -1887752 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1887796.250000 Penalty: 4729.589355
	Iteration 25Q: 3 clusters Score -1887796 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1887830.625000 Penalty: 4729.589355
	Iteration 26Q: 3 clusters Score -1887831 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1887865.875000 Penalty: 4729.589355
	Iteration 27Q: 3 clusters Score -1887866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1887895.875000 Penalty: 4729.589355
	Iteration 28Q: 3 clusters Score -1887896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1887914.625000 Penalty: 4729.589355
	Iteration 29Q: 3 clusters Score -1887915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1887925.250000 Penalty: 4729.589355
	Iteration 30Q: 3 clusters Score -1887925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1887935.375000 Penalty: 4729.589355
	Iteration 31Q: 3 clusters Score -1887935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1887949.500000 Penalty: 4729.589355
	Iteration 32Q: 3 clusters Score -1887950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1887958.250000 Penalty: 4729.589355
	Iteration 33Q: 3 clusters Score -1887958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1887963.250000 Penalty: 4729.589355
	Iteration 34Q: 3 clusters Score -1887963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1887965.750000 Penalty: 4729.589355
	Iteration 35Q: 3 clusters Score -1887966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1887970.625000 Penalty: 4729.589355
	Iteration 36Q: 3 clusters Score -1887971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1887972.375000 Penalty: 4729.589355
	Iteration 37Q: 3 clusters Score -1887972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1887972.375000 Penalty: 4729.589355
	Iteration 38F: 3 clusters Score -1887972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Entering Unmasked Estep 
Score: -4651237.500000 Penalty: 2607.118164
	Iteration 0F: 2 clusters Score -4651238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -4626345.000000 Penalty: 5214.236328
	Iteration 0F: 3 clusters Score -4626345 nChanged 16664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -4635487.500000 Penalty: 5214.236328
	Iteration 1F: 3 clusters Score -4635488 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -4636196.500000 Penalty: 5214.236328
	Iteration 2F: 3 clusters Score -4636196 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -4636935.500000 Penalty: 5214.236328
	Iteration 3Q: 3 clusters Score -4636936 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -4637623.000000 Penalty: 5214.236328
	Iteration 4Q: 3 clusters Score -4637623 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -4638267.500000 Penalty: 5214.236328
	Iteration 5Q: 3 clusters Score -4638268 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -4638938.000000 Penalty: 5214.236328
	Iteration 6Q: 3 clusters Score -4638938 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -4639565.500000 Penalty: 5214.236328
	Iteration 7Q: 3 clusters Score -4639566 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -4640288.000000 Penalty: 5214.236328
	Iteration 8Q: 3 clusters Score -4640288 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -4640962.500000 Penalty: 5214.236328
	Iteration 9Q: 3 clusters Score -4640962 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -4641731.000000 Penalty: 5214.236328
	Iteration 10Q: 3 clusters Score -4641731 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -4642428.000000 Penalty: 5214.236328
	Iteration 11Q: 3 clusters Score -4642428 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -4643060.000000 Penalty: 5214.236328
	Iteration 12Q: 3 clusters Score -4643060 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -4643700.500000 Penalty: 5214.236328
	Iteration 13Q: 3 clusters Score -4643700 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -4644166.500000 Penalty: 5214.236328
	Iteration 14Q: 3 clusters Score -4644166 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -4644552.500000 Penalty: 5214.236328
	Iteration 15Q: 3 clusters Score -4644552 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -4644869.500000 Penalty: 5214.236328
	Iteration 16Q: 3 clusters Score -4644870 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -4645123.000000 Penalty: 5214.236328
	Iteration 17Q: 3 clusters Score -4645123 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -4645372.500000 Penalty: 5214.236328
	Iteration 18Q: 3 clusters Score -4645372 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -4645566.000000 Penalty: 5214.236328
	Iteration 19Q: 3 clusters Score -4645566 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -4645761.000000 Penalty: 5214.236328
	Iteration 20F: 3 clusters Score -4645761 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -4645905.500000 Penalty: 5214.236328
	Iteration 21Q: 3 clusters Score -4645906 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -4646094.500000 Penalty: 5214.236328
	Iteration 22Q: 3 clusters Score -4646094 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -4646271.500000 Penalty: 5214.236328
	Iteration 23Q: 3 clusters Score -4646272 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -4646454.500000 Penalty: 5214.236328
	Iteration 24Q: 3 clusters Score -4646454 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -4646680.000000 Penalty: 5214.236328
	Iteration 25Q: 3 clusters Score -4646680 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -4646885.000000 Penalty: 5214.236328
	Iteration 26Q: 3 clusters Score -4646885 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -4647146.500000 Penalty: 5214.236328
	Iteration 27Q: 3 clusters Score -4647146 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -4647381.500000 Penalty: 5214.236328
	Iteration 28Q: 3 clusters Score -4647382 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -4647690.000000 Penalty: 5214.236328
	Iteration 29Q: 3 clusters Score -4647690 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -4647993.500000 Penalty: 5214.236328
	Iteration 30Q: 3 clusters Score -4647994 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -4648324.000000 Penalty: 5214.236328
	Iteration 31Q: 3 clusters Score -4648324 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -4648588.500000 Penalty: 5214.236328
	Iteration 32Q: 3 clusters Score -4648588 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -4648818.500000 Penalty: 5214.236328
	Iteration 33Q: 3 clusters Score -4648818 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -4649029.500000 Penalty: 5214.236328
	Iteration 34Q: 3 clusters Score -4649030 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -4649194.500000 Penalty: 5214.236328
	Iteration 35Q: 3 clusters Score -4649194 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -4649293.500000 Penalty: 5214.236328
	Iteration 36Q: 3 clusters Score -4649294 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -4649377.500000 Penalty: 5214.236328
	Iteration 37Q: 3 clusters Score -4649378 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -4649447.000000 Penalty: 5214.236328
	Iteration 38Q: 3 clusters Score -4649447 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -4649494.500000 Penalty: 5214.236328
	Iteration 39Q: 3 clusters Score -4649494 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -4649542.000000 Penalty: 5214.236328
	Iteration 40F: 3 clusters Score -4649542 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -4649591.000000 Penalty: 5214.236328
	Iteration 41Q: 3 clusters Score -4649591 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -4649662.000000 Penalty: 5214.236328
	Iteration 42Q: 3 clusters Score -4649662 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -4649720.500000 Penalty: 5214.236328
	Iteration 43Q: 3 clusters Score -4649720 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -4649746.500000 Penalty: 5214.236328
	Iteration 44Q: 3 clusters Score -4649746 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -4649777.500000 Penalty: 5214.236328
	Iteration 45Q: 3 clusters Score -4649778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -4649789.500000 Penalty: 5214.236328
	Iteration 46Q: 3 clusters Score -4649790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -4649815.000000 Penalty: 5214.236328
	Iteration 47Q: 3 clusters Score -4649815 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -4649830.500000 Penalty: 5214.236328
	Iteration 48Q: 3 clusters Score -4649830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -4649835.000000 Penalty: 5214.236328
	Iteration 49Q: 3 clusters Score -4649835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -4649854.500000 Penalty: 5214.236328
	Iteration 50Q: 3 clusters Score -4649854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -4649859.500000 Penalty: 5214.236328
	Iteration 51Q: 3 clusters Score -4649860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -4649856.500000 Penalty: 5214.236328
	Iteration 52Q: 3 clusters Score -4649856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -4649857.500000 Penalty: 5214.236328
	Iteration 53Q: 3 clusters Score -4649858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -4649867.500000 Penalty: 5214.236328
	Iteration 54Q: 3 clusters Score -4649868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -4649874.000000 Penalty: 5214.236328
	Iteration 55Q: 3 clusters Score -4649874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -4649878.500000 Penalty: 5214.236328
	Iteration 56Q: 3 clusters Score -4649878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -4649881.500000 Penalty: 5214.236328
	Iteration 57Q: 3 clusters Score -4649882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -4649883.500000 Penalty: 5214.236328
	Iteration 58Q: 3 clusters Score -4649884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -4649880.000000 Penalty: 5214.236328
	Iteration 59Q: 3 clusters Score -4649880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -4649886.000000 Penalty: 5214.236328
	Iteration 60F: 3 clusters Score -4649886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -4649888.000000 Penalty: 5214.236328
	Iteration 61Q: 3 clusters Score -4649888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -4649890.000000 Penalty: 5214.236328
	Iteration 62Q: 3 clusters Score -4649890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -4649891.500000 Penalty: 5214.236328
	Iteration 63Q: 3 clusters Score -4649892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -4649890.500000 Penalty: 5214.236328
	Iteration 64Q: 3 clusters Score -4649890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -4649891.500000 Penalty: 5214.236328
	Iteration 65Q: 3 clusters Score -4649892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -4649889.500000 Penalty: 5214.236328
	Iteration 66Q: 3 clusters Score -4649890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -4649890.000000 Penalty: 5214.236328
	Iteration 67Q: 3 clusters Score -4649890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -4649891.500000 Penalty: 5214.236328
	Iteration 68Q: 3 clusters Score -4649892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -4649892.500000 Penalty: 5214.236328
	Iteration 69Q: 3 clusters Score -4649892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -4649896.000000 Penalty: 5214.236328
	Iteration 70Q: 3 clusters Score -4649896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -4649901.000000 Penalty: 5214.236328
	Iteration 71Q: 3 clusters Score -4649901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -4649897.500000 Penalty: 5214.236328
	Iteration 72Q: 3 clusters Score -4649898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -4649895.500000 Penalty: 5214.236328
	Iteration 73Q: 3 clusters Score -4649896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -4649894.000000 Penalty: 5214.236328
	Iteration 74Q: 3 clusters Score -4649894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -4649887.000000 Penalty: 5214.236328
	Iteration 75Q: 3 clusters Score -4649887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -4649893.000000 Penalty: 5214.236328
	Iteration 76Q: 3 clusters Score -4649893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -4649892.500000 Penalty: 5214.236328
	Iteration 77Q: 3 clusters Score -4649892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -4649892.500000 Penalty: 5214.236328
	Iteration 78F: 3 clusters Score -4649892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (160798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160798 members 
Entering Unmasked Estep 
Score: -21992040.000000 Penalty: 2973.000244
	Iteration 0F: 2 clusters Score -2.199204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80246 members 
Mstep: Class 2 contains 80552 members 
Entering Unmasked Estep 
Score: -21888170.000000 Penalty: 5946.000488
	Iteration 0F: 3 clusters Score -2.188817e+07 nChanged 77098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76792 members 
Mstep: Class 2 contains 84006 members 
Entering Unmasked Estep 
Score: -21933522.000000 Penalty: 5946.000488
	Iteration 1F: 3 clusters Score -2.193352e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74027 members 
Mstep: Class 2 contains 86771 members 
Entering Unmasked Estep 
Score: -21935342.000000 Penalty: 5946.000488
	Iteration 2Q: 3 clusters Score -2.193534e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69650 members 
Mstep: Class 2 contains 91148 members 
Entering Unmasked Estep 
Score: -21938528.000000 Penalty: 5946.000488
	Iteration 3Q: 3 clusters Score -2.193853e+07 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63146 members 
Mstep: Class 2 contains 97652 members 
Entering Unmasked Estep 
Score: -21944278.000000 Penalty: 5946.000488
	Iteration 4F: 3 clusters Score -2.194428e+07 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54665 members 
Mstep: Class 2 contains 106133 members 
Entering Unmasked Estep 
Score: -21952126.000000 Penalty: 5946.000488
	Iteration 5F: 3 clusters Score -2.195213e+07 nChanged 12530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 115369 members 
Entering Unmasked Estep 
Score: -21960390.000000 Penalty: 5946.000488
	Iteration 6F: 3 clusters Score -2.196039e+07 nChanged 11052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 124073 members 
Entering Unmasked Estep 
Score: -21967386.000000 Penalty: 5946.000488
	Iteration 7F: 3 clusters Score -2.196739e+07 nChanged 8757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 131670 members 
Entering Unmasked Estep 
Score: -21972628.000000 Penalty: 5946.000488
	Iteration 8F: 3 clusters Score -2.197263e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 138303 members 
Entering Unmasked Estep 
Score: -21976704.000000 Penalty: 5946.000488
	Iteration 9Q: 3 clusters Score -2.19767e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 144030 members 
Entering Unmasked Estep 
Score: -21980134.000000 Penalty: 5946.000488
	Iteration 10Q: 3 clusters Score -2.198013e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 148929 members 
Entering Unmasked Estep 
Score: -21983102.000000 Penalty: 5946.000488
	Iteration 11Q: 3 clusters Score -2.19831e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 152848 members 
Entering Unmasked Estep 
Score: -21985460.000000 Penalty: 5946.000488
	Iteration 12Q: 3 clusters Score -2.198546e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 155751 members 
Entering Unmasked Estep 
Score: -21987022.000000 Penalty: 5946.000488
	Iteration 13Q: 3 clusters Score -2.198702e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 157679 members 
Entering Unmasked Estep 
Score: -21988214.000000 Penalty: 5946.000488
	Iteration 14Q: 3 clusters Score -2.198821e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 158769 members 
Entering Unmasked Estep 
Score: -21988932.000000 Penalty: 5946.000488
	Iteration 15Q: 3 clusters Score -2.198893e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 159408 members 
Entering Unmasked Estep 
Score: -21989196.000000 Penalty: 5946.000488
	Iteration 16Q: 3 clusters Score -2.19892e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 159738 members 
Entering Unmasked Estep 
Score: -21989366.000000 Penalty: 5946.000488
	Iteration 17Q: 3 clusters Score -2.198937e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 159913 members 
Entering Unmasked Estep 
Score: -21989424.000000 Penalty: 5946.000488
	Iteration 18Q: 3 clusters Score -2.198942e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 160020 members 
Entering Unmasked Estep 
Score: -21989508.000000 Penalty: 5946.000488
	Iteration 19Q: 3 clusters Score -2.198951e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 160079 members 
Entering Unmasked Estep 
Score: -21989546.000000 Penalty: 5946.000488
	Iteration 20F: 3 clusters Score -2.198955e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 160127 members 
Entering Unmasked Estep 
Score: -21989610.000000 Penalty: 5946.000488
	Iteration 21Q: 3 clusters Score -2.198961e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 160167 members 
Entering Unmasked Estep 
Score: -21989636.000000 Penalty: 5946.000488
	Iteration 22Q: 3 clusters Score -2.198964e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 160194 members 
Entering Unmasked Estep 
Score: -21989658.000000 Penalty: 5946.000488
	Iteration 23Q: 3 clusters Score -2.198966e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 160203 members 
Entering Unmasked Estep 
Score: -21989672.000000 Penalty: 5946.000488
	Iteration 24Q: 3 clusters Score -2.198967e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 160213 members 
Entering Unmasked Estep 
Score: -21989680.000000 Penalty: 5946.000488
	Iteration 25Q: 3 clusters Score -2.198968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 160213 members 
Entering Unmasked Estep 
Score: -21989666.000000 Penalty: 5946.000488
	Iteration 26Q: 3 clusters Score -2.198967e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 160215 members 
Entering Unmasked Estep 
Score: -21989672.000000 Penalty: 5946.000488
	Iteration 27Q: 3 clusters Score -2.198967e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 160221 members 
Entering Unmasked Estep 
Score: -21989688.000000 Penalty: 5946.000488
	Iteration 28Q: 3 clusters Score -2.198969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 160229 members 
Entering Unmasked Estep 
Score: -21989696.000000 Penalty: 5946.000488
	Iteration 29Q: 3 clusters Score -2.19897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 160231 members 
Entering Unmasked Estep 
Score: -21989682.000000 Penalty: 5946.000488
	Iteration 30Q: 3 clusters Score -2.198968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 160237 members 
Entering Unmasked Estep 
Score: -21989706.000000 Penalty: 5946.000488
	Iteration 31Q: 3 clusters Score -2.198971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 160241 members 
Entering Unmasked Estep 
Score: -21989706.000000 Penalty: 5946.000488
	Iteration 32Q: 3 clusters Score -2.198971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 160244 members 
Entering Unmasked Estep 
Score: -21989710.000000 Penalty: 5946.000488
	Iteration 33Q: 3 clusters Score -2.198971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 160247 members 
Entering Unmasked Estep 
Score: -21989708.000000 Penalty: 5946.000488
	Iteration 34Q: 3 clusters Score -2.198971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 160247 members 
Entering Unmasked Estep 
Score: -21989704.000000 Penalty: 5946.000488
	Iteration 35Q: 3 clusters Score -2.19897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 160248 members 
Entering Unmasked Estep 
Score: -21989702.000000 Penalty: 5946.000488
	Iteration 36Q: 3 clusters Score -2.19897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 160247 members 
Entering Unmasked Estep 
Score: -21989710.000000 Penalty: 5946.000488
	Iteration 37Q: 3 clusters Score -2.198971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 160246 members 
Entering Unmasked Estep 
Score: -21989714.000000 Penalty: 5946.000488
	Iteration 38Q: 3 clusters Score -2.198971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 160246 members 
Entering Unmasked Estep 
Score: -21989714.000000 Penalty: 5946.000488
	Iteration 39F: 3 clusters Score -2.198971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -284291.625000 Penalty: 1911.463013
	Iteration 0F: 2 clusters Score -284291.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -281553.000000 Penalty: 3822.926025
	Iteration 0F: 3 clusters Score -281553 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -282147.218750 Penalty: 3822.926025
	Iteration 1F: 3 clusters Score -282147.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -282345.656250 Penalty: 3822.926025
	Iteration 2F: 3 clusters Score -282345.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -282447.468750 Penalty: 3822.926025
	Iteration 3Q: 3 clusters Score -282447.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -282563.500000 Penalty: 3822.926025
	Iteration 4Q: 3 clusters Score -282563.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -282696.218750 Penalty: 3822.926025
	Iteration 5Q: 3 clusters Score -282696.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -282828.968750 Penalty: 3822.926025
	Iteration 6Q: 3 clusters Score -282829 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -282940.281250 Penalty: 3822.926025
	Iteration 7Q: 3 clusters Score -282940.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -283043.750000 Penalty: 3822.926025
	Iteration 8Q: 3 clusters Score -283043.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -283143.000000 Penalty: 3822.926025
	Iteration 9Q: 3 clusters Score -283143 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -283258.468750 Penalty: 3822.926025
	Iteration 10Q: 3 clusters Score -283258.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -283359.031250 Penalty: 3822.926025
	Iteration 11Q: 3 clusters Score -283359 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -283445.593750 Penalty: 3822.926025
	Iteration 12Q: 3 clusters Score -283445.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -283494.156250 Penalty: 3822.926025
	Iteration 13Q: 3 clusters Score -283494.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -283522.125000 Penalty: 3822.926025
	Iteration 14Q: 3 clusters Score -283522.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -283542.312500 Penalty: 3822.926025
	Iteration 15Q: 3 clusters Score -283542.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -283552.531250 Penalty: 3822.926025
	Iteration 16Q: 3 clusters Score -283552.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -283560.718750 Penalty: 3822.926025
	Iteration 17Q: 3 clusters Score -283560.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -283568.531250 Penalty: 3822.926025
	Iteration 18Q: 3 clusters Score -283568.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -283577.000000 Penalty: 3822.926025
	Iteration 19Q: 3 clusters Score -283577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -283592.281250 Penalty: 3822.926025
	Iteration 20F: 3 clusters Score -283592.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -283611.250000 Penalty: 3822.926025
	Iteration 21Q: 3 clusters Score -283611.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -283628.968750 Penalty: 3822.926025
	Iteration 22Q: 3 clusters Score -283629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -283656.312500 Penalty: 3822.926025
	Iteration 23Q: 3 clusters Score -283656.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -283704.343750 Penalty: 3822.926025
	Iteration 24Q: 3 clusters Score -283704.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -283803.906250 Penalty: 3822.926025
	Iteration 25Q: 3 clusters Score -283803.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -283867.687500 Penalty: 3822.926025
	Iteration 26Q: 3 clusters Score -283867.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -283895.218750 Penalty: 3822.926025
	Iteration 27Q: 3 clusters Score -283895.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -283912.281250 Penalty: 3822.926025
	Iteration 28Q: 3 clusters Score -283912.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -283918.781250 Penalty: 3822.926025
	Iteration 29Q: 3 clusters Score -283918.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -283922.031250 Penalty: 3822.926025
	Iteration 30Q: 3 clusters Score -283922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -283923.843750 Penalty: 3822.926025
	Iteration 31Q: 3 clusters Score -283923.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -283923.843750 Penalty: 3822.926025
	Iteration 32F: 3 clusters Score -283923.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Entering Unmasked Estep 
Score: -826574.312500 Penalty: 2174.220215
	Iteration 0F: 2 clusters Score -826574.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -821216.437500 Penalty: 4348.440430
	Iteration 0F: 3 clusters Score -821216.4 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -822625.937500 Penalty: 4348.440430
	Iteration 1F: 3 clusters Score -822625.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -822920.312500 Penalty: 4348.440430
	Iteration 2F: 3 clusters Score -822920.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -823151.500000 Penalty: 4348.440430
	Iteration 3F: 3 clusters Score -823151.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -823346.000000 Penalty: 4348.440430
	Iteration 4Q: 3 clusters Score -823346 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -823534.500000 Penalty: 4348.440430
	Iteration 5Q: 3 clusters Score -823534.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -823694.187500 Penalty: 4348.440430
	Iteration 6Q: 3 clusters Score -823694.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -823849.750000 Penalty: 4348.440430
	Iteration 7Q: 3 clusters Score -823849.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -824047.062500 Penalty: 4348.440430
	Iteration 8Q: 3 clusters Score -824047.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -824337.750000 Penalty: 4348.440430
	Iteration 9Q: 3 clusters Score -824337.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -824665.187500 Penalty: 4348.440430
	Iteration 10Q: 3 clusters Score -824665.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -824944.625000 Penalty: 4348.440430
	Iteration 11Q: 3 clusters Score -824944.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -825126.750000 Penalty: 4348.440430
	Iteration 12Q: 3 clusters Score -825126.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -825219.562500 Penalty: 4348.440430
	Iteration 13Q: 3 clusters Score -825219.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -825276.125000 Penalty: 4348.440430
	Iteration 14Q: 3 clusters Score -825276.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -825303.375000 Penalty: 4348.440430
	Iteration 15Q: 3 clusters Score -825303.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -825315.562500 Penalty: 4348.440430
	Iteration 16Q: 3 clusters Score -825315.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -825324.562500 Penalty: 4348.440430
	Iteration 17Q: 3 clusters Score -825324.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -825330.812500 Penalty: 4348.440430
	Iteration 18Q: 3 clusters Score -825330.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -825334.062500 Penalty: 4348.440430
	Iteration 19Q: 3 clusters Score -825334.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -825340.125000 Penalty: 4348.440430
	Iteration 20F: 3 clusters Score -825340.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -825342.687500 Penalty: 4348.440430
	Iteration 21Q: 3 clusters Score -825342.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -825343.062500 Penalty: 4348.440430
	Iteration 22Q: 3 clusters Score -825343.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -825346.812500 Penalty: 4348.440430
	Iteration 23Q: 3 clusters Score -825346.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -825347.375000 Penalty: 4348.440430
	Iteration 24Q: 3 clusters Score -825347.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -825348.250000 Penalty: 4348.440430
	Iteration 25Q: 3 clusters Score -825348.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -825349.187500 Penalty: 4348.440430
	Iteration 26Q: 3 clusters Score -825349.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -825350.250000 Penalty: 4348.440430
	Iteration 27Q: 3 clusters Score -825350.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -825350.250000 Penalty: 4348.440430
	Iteration 28F: 3 clusters Score -825350.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -550939.250000 Penalty: 2080.053467
	Iteration 0F: 2 clusters Score -550939.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -546881.312500 Penalty: 4160.106934
	Iteration 0F: 3 clusters Score -546881.3 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -548099.125000 Penalty: 4160.106934
	Iteration 1F: 3 clusters Score -548099.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -548437.875000 Penalty: 4160.106934
	Iteration 2F: 3 clusters Score -548437.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -548694.437500 Penalty: 4160.106934
	Iteration 3F: 3 clusters Score -548694.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -548895.000000 Penalty: 4160.106934
	Iteration 4F: 3 clusters Score -548895 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -549078.000000 Penalty: 4160.106934
	Iteration 5Q: 3 clusters Score -549078 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -549219.250000 Penalty: 4160.106934
	Iteration 6Q: 3 clusters Score -549219.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -549380.562500 Penalty: 4160.106934
	Iteration 7Q: 3 clusters Score -549380.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -549512.625000 Penalty: 4160.106934
	Iteration 8Q: 3 clusters Score -549512.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -549605.250000 Penalty: 4160.106934
	Iteration 9Q: 3 clusters Score -549605.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -549672.500000 Penalty: 4160.106934
	Iteration 10Q: 3 clusters Score -549672.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -549724.687500 Penalty: 4160.106934
	Iteration 11Q: 3 clusters Score -549724.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -549764.125000 Penalty: 4160.106934
	Iteration 12Q: 3 clusters Score -549764.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -549796.500000 Penalty: 4160.106934
	Iteration 13Q: 3 clusters Score -549796.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -549821.187500 Penalty: 4160.106934
	Iteration 14Q: 3 clusters Score -549821.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -549835.125000 Penalty: 4160.106934
	Iteration 15Q: 3 clusters Score -549835.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -549843.875000 Penalty: 4160.106934
	Iteration 16Q: 3 clusters Score -549843.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -549849.937500 Penalty: 4160.106934
	Iteration 17Q: 3 clusters Score -549849.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -549857.500000 Penalty: 4160.106934
	Iteration 18Q: 3 clusters Score -549857.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -549863.375000 Penalty: 4160.106934
	Iteration 19Q: 3 clusters Score -549863.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -549867.750000 Penalty: 4160.106934
	Iteration 20F: 3 clusters Score -549867.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -549875.125000 Penalty: 4160.106934
	Iteration 21Q: 3 clusters Score -549875.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -549882.875000 Penalty: 4160.106934
	Iteration 22Q: 3 clusters Score -549882.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -549887.312500 Penalty: 4160.106934
	Iteration 23Q: 3 clusters Score -549887.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -549890.750000 Penalty: 4160.106934
	Iteration 24Q: 3 clusters Score -549890.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -549891.187500 Penalty: 4160.106934
	Iteration 25Q: 3 clusters Score -549891.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -549892.312500 Penalty: 4160.106934
	Iteration 26Q: 3 clusters Score -549892.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -549893.000000 Penalty: 4160.106934
	Iteration 27Q: 3 clusters Score -549893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -549893.125000 Penalty: 4160.106934
	Iteration 28Q: 3 clusters Score -549893.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -549894.125000 Penalty: 4160.106934
	Iteration 29Q: 3 clusters Score -549894.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -549894.125000 Penalty: 4160.106934
	Iteration 30F: 3 clusters Score -549894.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Entering Unmasked Estep 
Score: -2298032.000000 Penalty: 2414.575684
	Iteration 0F: 2 clusters Score -2298032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2285871.000000 Penalty: 4829.151367
	Iteration 0F: 3 clusters Score -2285871 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2289873.250000 Penalty: 4829.151367
	Iteration 1F: 3 clusters Score -2289873 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2290289.000000 Penalty: 4829.151367
	Iteration 2F: 3 clusters Score -2290289 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2290678.000000 Penalty: 4829.151367
	Iteration 3F: 3 clusters Score -2290678 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2291139.500000 Penalty: 4829.151367
	Iteration 4F: 3 clusters Score -2291140 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2291632.750000 Penalty: 4829.151367
	Iteration 5F: 3 clusters Score -2291633 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2292189.000000 Penalty: 4829.151367
	Iteration 6F: 3 clusters Score -2292189 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2292866.000000 Penalty: 4829.151367
	Iteration 7F: 3 clusters Score -2292866 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2293594.500000 Penalty: 4829.151367
	Iteration 8F: 3 clusters Score -2293594 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2294263.250000 Penalty: 4829.151367
	Iteration 9Q: 3 clusters Score -2294263 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2294814.500000 Penalty: 4829.151367
	Iteration 10Q: 3 clusters Score -2294814 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2295239.000000 Penalty: 4829.151367
	Iteration 11Q: 3 clusters Score -2295239 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2295487.250000 Penalty: 4829.151367
	Iteration 12Q: 3 clusters Score -2295487 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2295663.500000 Penalty: 4829.151367
	Iteration 13Q: 3 clusters Score -2295664 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2295783.500000 Penalty: 4829.151367
	Iteration 14Q: 3 clusters Score -2295784 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2295856.750000 Penalty: 4829.151367
	Iteration 15Q: 3 clusters Score -2295857 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2295904.000000 Penalty: 4829.151367
	Iteration 16Q: 3 clusters Score -2295904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2295940.750000 Penalty: 4829.151367
	Iteration 17Q: 3 clusters Score -2295941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2295958.250000 Penalty: 4829.151367
	Iteration 18Q: 3 clusters Score -2295958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2295972.000000 Penalty: 4829.151367
	Iteration 19Q: 3 clusters Score -2295972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2295977.750000 Penalty: 4829.151367
	Iteration 20F: 3 clusters Score -2295978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2295984.750000 Penalty: 4829.151367
	Iteration 21Q: 3 clusters Score -2295985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2295989.500000 Penalty: 4829.151367
	Iteration 22Q: 3 clusters Score -2295990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2296000.250000 Penalty: 4829.151367
	Iteration 23Q: 3 clusters Score -2296000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2296002.000000 Penalty: 4829.151367
	Iteration 24Q: 3 clusters Score -2296002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2296006.250000 Penalty: 4829.151367
	Iteration 25Q: 3 clusters Score -2296006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2296015.000000 Penalty: 4829.151367
	Iteration 26Q: 3 clusters Score -2296015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2296014.750000 Penalty: 4829.151367
	Iteration 27Q: 3 clusters Score -2296015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2296017.000000 Penalty: 4829.151367
	Iteration 28Q: 3 clusters Score -2296017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2296020.500000 Penalty: 4829.151367
	Iteration 29Q: 3 clusters Score -2296020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2296025.750000 Penalty: 4829.151367
	Iteration 30Q: 3 clusters Score -2296026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2296030.250000 Penalty: 4829.151367
	Iteration 31Q: 3 clusters Score -2296030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2296031.000000 Penalty: 4829.151367
	Iteration 32Q: 3 clusters Score -2296031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2296033.500000 Penalty: 4829.151367
	Iteration 33Q: 3 clusters Score -2296034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2296039.500000 Penalty: 4829.151367
	Iteration 34Q: 3 clusters Score -2296040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2296040.500000 Penalty: 4829.151367
	Iteration 35Q: 3 clusters Score -2296040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2296040.500000 Penalty: 4829.151367
	Iteration 36F: 3 clusters Score -2296040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -1632314.125000 Penalty: 2329.793213
	Iteration 0F: 2 clusters Score -1632314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1623421.250000 Penalty: 4659.586426
	Iteration 0F: 3 clusters Score -1623421 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1626189.000000 Penalty: 4659.586426
	Iteration 1F: 3 clusters Score -1626189 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1626621.000000 Penalty: 4659.586426
	Iteration 2F: 3 clusters Score -1626621 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1627086.125000 Penalty: 4659.586426
	Iteration 3F: 3 clusters Score -1627086 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1627660.375000 Penalty: 4659.586426
	Iteration 4F: 3 clusters Score -1627660 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1628270.625000 Penalty: 4659.586426
	Iteration 5F: 3 clusters Score -1628271 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1628860.375000 Penalty: 4659.586426
	Iteration 6F: 3 clusters Score -1628860 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1629334.625000 Penalty: 4659.586426
	Iteration 7F: 3 clusters Score -1629335 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1629646.250000 Penalty: 4659.586426
	Iteration 8Q: 3 clusters Score -1629646 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1629837.375000 Penalty: 4659.586426
	Iteration 9Q: 3 clusters Score -1629837 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1629956.625000 Penalty: 4659.586426
	Iteration 10Q: 3 clusters Score -1629957 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1630045.625000 Penalty: 4659.586426
	Iteration 11Q: 3 clusters Score -1630046 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1630098.500000 Penalty: 4659.586426
	Iteration 12Q: 3 clusters Score -1630098 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1630128.500000 Penalty: 4659.586426
	Iteration 13Q: 3 clusters Score -1630128 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1630140.625000 Penalty: 4659.586426
	Iteration 14Q: 3 clusters Score -1630141 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1630149.000000 Penalty: 4659.586426
	Iteration 15Q: 3 clusters Score -1630149 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1630156.875000 Penalty: 4659.586426
	Iteration 16Q: 3 clusters Score -1630157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1630161.500000 Penalty: 4659.586426
	Iteration 17Q: 3 clusters Score -1630162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1630160.250000 Penalty: 4659.586426
	Iteration 18Q: 3 clusters Score -1630160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1630165.500000 Penalty: 4659.586426
	Iteration 19Q: 3 clusters Score -1630166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1630165.250000 Penalty: 4659.586426
	Iteration 20F: 3 clusters Score -1630165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1630164.875000 Penalty: 4659.586426
	Iteration 21Q: 3 clusters Score -1630165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1630168.875000 Penalty: 4659.586426
	Iteration 22Q: 3 clusters Score -1630169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1630168.875000 Penalty: 4659.586426
	Iteration 23Q: 3 clusters Score -1630169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1630167.875000 Penalty: 4659.586426
	Iteration 24Q: 3 clusters Score -1630168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1630166.625000 Penalty: 4659.586426
	Iteration 25Q: 3 clusters Score -1630167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1630166.625000 Penalty: 4659.586426
	Iteration 26F: 3 clusters Score -1630167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -119424.632812 Penalty: 1702.223267
	Iteration 0F: 2 clusters Score -119424.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117562.390625 Penalty: 3404.446533
	Iteration 0F: 3 clusters Score -117562.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117881.773438 Penalty: 3404.446533
	Iteration 1F: 3 clusters Score -117881.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -118012.218750 Penalty: 3404.446533
	Iteration 2F: 3 clusters Score -118012.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -118184.718750 Penalty: 3404.446533
	Iteration 3F: 3 clusters Score -118184.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -118400.234375 Penalty: 3404.446533
	Iteration 4F: 3 clusters Score -118400.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -118922.375000 Penalty: 3404.446533
	Iteration 5F: 3 clusters Score -118922.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -119755.437500 Penalty: 3404.446533
	Iteration 6F: 3 clusters Score -119755.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -120203.765625 Penalty: 3404.446533
	Iteration 7F: 3 clusters Score -120203.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -120375.554688 Penalty: 3404.446533
	Iteration 8Q: 3 clusters Score -120375.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -120422.093750 Penalty: 3404.446533
	Iteration 9Q: 3 clusters Score -120422.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -120424.945312 Penalty: 3404.446533
	Iteration 10Q: 3 clusters Score -120424.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -120424.945312 Penalty: 3404.446533
	Iteration 11F: 3 clusters Score -120424.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37338 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167202 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8151 members 
Mstep: Class 16 contains 18106 members 
Mstep: Class 17 contains 88708 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36775 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12020 members 
Mstep: Class 28 contains 589 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7204 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5096 members 
Mstep: Class 34 contains 3077 members 
Mstep: Class 35 contains 368 members 
Entering Unmasked Estep 
Score: -100914872.000000 Penalty: 117577.601562
Splitting cluster 28 changes total score from -100915288.000000 to -100914872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -16175.111328 Penalty: 1227.292480
	Iteration 0F: 2 clusters Score -16175.11 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 73 members 
Entering Unmasked Estep 
Score: -15216.625000 Penalty: 2454.584961
	Iteration 0F: 3 clusters Score -15216.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15240.958008 Penalty: 2454.584961
	Iteration 1Q: 3 clusters Score -15240.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15240.958008 Penalty: 2454.584961
	Iteration 2F: 3 clusters Score -15240.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Entering Unmasked Estep 
Score: -881735.812500 Penalty: 2202.833252
	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 3622 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -875880.375000 Penalty: 4405.666504
	Iteration 0F: 3 clusters Score -875880.4 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -877509.812500 Penalty: 4405.666504
	Iteration 1F: 3 clusters Score -877509.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -877758.500000 Penalty: 4405.666504
	Iteration 2F: 3 clusters Score -877758.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -877910.687500 Penalty: 4405.666504
	Iteration 3Q: 3 clusters Score -877910.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -878047.312500 Penalty: 4405.666504
	Iteration 4Q: 3 clusters Score -878047.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -878147.000000 Penalty: 4405.666504
	Iteration 5Q: 3 clusters Score -878147 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -878228.500000 Penalty: 4405.666504
	Iteration 6Q: 3 clusters Score -878228.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -878294.062500 Penalty: 4405.666504
	Iteration 7Q: 3 clusters Score -878294.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -878353.875000 Penalty: 4405.666504
	Iteration 8Q: 3 clusters Score -878353.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -878416.875000 Penalty: 4405.666504
	Iteration 9Q: 3 clusters Score -878416.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -878480.250000 Penalty: 4405.666504
	Iteration 10Q: 3 clusters Score -878480.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -878545.437500 Penalty: 4405.666504
	Iteration 11Q: 3 clusters Score -878545.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -878609.312500 Penalty: 4405.666504
	Iteration 12Q: 3 clusters Score -878609.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -878674.937500 Penalty: 4405.666504
	Iteration 13Q: 3 clusters Score -878674.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -878739.625000 Penalty: 4405.666504
	Iteration 14Q: 3 clusters Score -878739.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -878803.875000 Penalty: 4405.666504
	Iteration 15Q: 3 clusters Score -878803.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -878868.875000 Penalty: 4405.666504
	Iteration 16Q: 3 clusters Score -878868.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -878958.187500 Penalty: 4405.666504
	Iteration 17Q: 3 clusters Score -878958.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -879076.687500 Penalty: 4405.666504
	Iteration 18Q: 3 clusters Score -879076.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -879210.500000 Penalty: 4405.666504
	Iteration 19Q: 3 clusters Score -879210.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -879374.500000 Penalty: 4405.666504
	Iteration 20F: 3 clusters Score -879374.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -879571.125000 Penalty: 4405.666504
	Iteration 21Q: 3 clusters Score -879571.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -879768.750000 Penalty: 4405.666504
	Iteration 22Q: 3 clusters Score -879768.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -879964.125000 Penalty: 4405.666504
	Iteration 23Q: 3 clusters Score -879964.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -880160.562500 Penalty: 4405.666504
	Iteration 24Q: 3 clusters Score -880160.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -880356.312500 Penalty: 4405.666504
	Iteration 25Q: 3 clusters Score -880356.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -880498.750000 Penalty: 4405.666504
	Iteration 26Q: 3 clusters Score -880498.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -880568.437500 Penalty: 4405.666504
	Iteration 27Q: 3 clusters Score -880568.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -880606.437500 Penalty: 4405.666504
	Iteration 28Q: 3 clusters Score -880606.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -880629.062500 Penalty: 4405.666504
	Iteration 29Q: 3 clusters Score -880629.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -880643.125000 Penalty: 4405.666504
	Iteration 30Q: 3 clusters Score -880643.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -880648.625000 Penalty: 4405.666504
	Iteration 31Q: 3 clusters Score -880648.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -880655.250000 Penalty: 4405.666504
	Iteration 32Q: 3 clusters Score -880655.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -880661.500000 Penalty: 4405.666504
	Iteration 33Q: 3 clusters Score -880661.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -880671.812500 Penalty: 4405.666504
	Iteration 34Q: 3 clusters Score -880671.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -880677.312500 Penalty: 4405.666504
	Iteration 35Q: 3 clusters Score -880677.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -880684.000000 Penalty: 4405.666504
	Iteration 36Q: 3 clusters Score -880684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -880690.562500 Penalty: 4405.666504
	Iteration 37Q: 3 clusters Score -880690.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -880697.000000 Penalty: 4405.666504
	Iteration 38Q: 3 clusters Score -880697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -880701.937500 Penalty: 4405.666504
	Iteration 39Q: 3 clusters Score -880701.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -880703.437500 Penalty: 4405.666504
	Iteration 40F: 3 clusters Score -880703.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -880705.312500 Penalty: 4405.666504
	Iteration 41Q: 3 clusters Score -880705.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -880707.875000 Penalty: 4405.666504
	Iteration 42Q: 3 clusters Score -880707.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -880709.812500 Penalty: 4405.666504
	Iteration 43Q: 3 clusters Score -880709.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -880713.437500 Penalty: 4405.666504
	Iteration 44Q: 3 clusters Score -880713.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -880720.687500 Penalty: 4405.666504
	Iteration 45Q: 3 clusters Score -880720.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -880733.187500 Penalty: 4405.666504
	Iteration 46Q: 3 clusters Score -880733.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -880737.250000 Penalty: 4405.666504
	Iteration 47Q: 3 clusters Score -880737.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -880748.687500 Penalty: 4405.666504
	Iteration 48Q: 3 clusters Score -880748.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -880768.812500 Penalty: 4405.666504
	Iteration 49Q: 3 clusters Score -880768.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -880787.687500 Penalty: 4405.666504
	Iteration 50Q: 3 clusters Score -880787.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -880805.125000 Penalty: 4405.666504
	Iteration 51Q: 3 clusters Score -880805.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -880821.437500 Penalty: 4405.666504
	Iteration 52Q: 3 clusters Score -880821.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -880833.000000 Penalty: 4405.666504
	Iteration 53Q: 3 clusters Score -880833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -880844.750000 Penalty: 4405.666504
	Iteration 54Q: 3 clusters Score -880844.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -880857.562500 Penalty: 4405.666504
	Iteration 55Q: 3 clusters Score -880857.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -880869.187500 Penalty: 4405.666504
	Iteration 56Q: 3 clusters Score -880869.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -880885.875000 Penalty: 4405.666504
	Iteration 57Q: 3 clusters Score -880885.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -880900.937500 Penalty: 4405.666504
	Iteration 58Q: 3 clusters Score -880900.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -880921.125000 Penalty: 4405.666504
	Iteration 59Q: 3 clusters Score -880921.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -880933.000000 Penalty: 4405.666504
	Iteration 60F: 3 clusters Score -880933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -880942.937500 Penalty: 4405.666504
	Iteration 61Q: 3 clusters Score -880942.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -880951.750000 Penalty: 4405.666504
	Iteration 62Q: 3 clusters Score -880951.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -880957.312500 Penalty: 4405.666504
	Iteration 63Q: 3 clusters Score -880957.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -880965.875000 Penalty: 4405.666504
	Iteration 64Q: 3 clusters Score -880965.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -880971.687500 Penalty: 4405.666504
	Iteration 65Q: 3 clusters Score -880971.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -880980.250000 Penalty: 4405.666504
	Iteration 66Q: 3 clusters Score -880980.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -880986.750000 Penalty: 4405.666504
	Iteration 67Q: 3 clusters Score -880986.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -880989.375000 Penalty: 4405.666504
	Iteration 68Q: 3 clusters Score -880989.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -880997.312500 Penalty: 4405.666504
	Iteration 69Q: 3 clusters Score -880997.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -880999.500000 Penalty: 4405.666504
	Iteration 70Q: 3 clusters Score -880999.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -881004.125000 Penalty: 4405.666504
	Iteration 71Q: 3 clusters Score -881004.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -881008.500000 Penalty: 4405.666504
	Iteration 72Q: 3 clusters Score -881008.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -881011.750000 Penalty: 4405.666504
	Iteration 73Q: 3 clusters Score -881011.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -881019.812500 Penalty: 4405.666504
	Iteration 74Q: 3 clusters Score -881019.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -881022.875000 Penalty: 4405.666504
	Iteration 75Q: 3 clusters Score -881022.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -881024.687500 Penalty: 4405.666504
	Iteration 76Q: 3 clusters Score -881024.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -881028.125000 Penalty: 4405.666504
	Iteration 77Q: 3 clusters Score -881028.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -881028.062500 Penalty: 4405.666504
	Iteration 78Q: 3 clusters Score -881028.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -881027.187500 Penalty: 4405.666504
	Iteration 79Q: 3 clusters Score -881027.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -881027.812500 Penalty: 4405.666504
	Iteration 80F: 3 clusters Score -881027.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -881028.125000 Penalty: 4405.666504
	Iteration 81Q: 3 clusters Score -881028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -881029.000000 Penalty: 4405.666504
	Iteration 82Q: 3 clusters Score -881029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -881029.500000 Penalty: 4405.666504
	Iteration 83Q: 3 clusters Score -881029.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -881030.062500 Penalty: 4405.666504
	Iteration 84Q: 3 clusters Score -881030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -881032.500000 Penalty: 4405.666504
	Iteration 85Q: 3 clusters Score -881032.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -881032.500000 Penalty: 4405.666504
	Iteration 86F: 3 clusters Score -881032.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Entering Unmasked Estep 
Score: -883509.000000 Penalty: 2179.760010
	Iteration 0F: 2 clusters Score -883509 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 3329 members 
Entering Unmasked Estep 
Score: -878062.125000 Penalty: 4359.520020
	Iteration 0F: 3 clusters Score -878062.1 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -879434.687500 Penalty: 4359.520020
	Iteration 1F: 3 clusters Score -879434.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -879666.187500 Penalty: 4359.520020
	Iteration 2F: 3 clusters Score -879666.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -879840.625000 Penalty: 4359.520020
	Iteration 3Q: 3 clusters Score -879840.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -879977.187500 Penalty: 4359.520020
	Iteration 4Q: 3 clusters Score -879977.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -880084.875000 Penalty: 4359.520020
	Iteration 5Q: 3 clusters Score -880084.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -880162.437500 Penalty: 4359.520020
	Iteration 6Q: 3 clusters Score -880162.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -880229.562500 Penalty: 4359.520020
	Iteration 7Q: 3 clusters Score -880229.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -880305.000000 Penalty: 4359.520020
	Iteration 8Q: 3 clusters Score -880305 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -880366.750000 Penalty: 4359.520020
	Iteration 9Q: 3 clusters Score -880366.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -880431.937500 Penalty: 4359.520020
	Iteration 10Q: 3 clusters Score -880431.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -880497.062500 Penalty: 4359.520020
	Iteration 11Q: 3 clusters Score -880497.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -880549.000000 Penalty: 4359.520020
	Iteration 12Q: 3 clusters Score -880549 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -880610.375000 Penalty: 4359.520020
	Iteration 13Q: 3 clusters Score -880610.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -880670.500000 Penalty: 4359.520020
	Iteration 14Q: 3 clusters Score -880670.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -880727.750000 Penalty: 4359.520020
	Iteration 15Q: 3 clusters Score -880727.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -880785.250000 Penalty: 4359.520020
	Iteration 16Q: 3 clusters Score -880785.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -880868.687500 Penalty: 4359.520020
	Iteration 17Q: 3 clusters Score -880868.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -880970.000000 Penalty: 4359.520020
	Iteration 18Q: 3 clusters Score -880970 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -881058.687500 Penalty: 4359.520020
	Iteration 19Q: 3 clusters Score -881058.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -881149.000000 Penalty: 4359.520020
	Iteration 20F: 3 clusters Score -881149 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -881236.187500 Penalty: 4359.520020
	Iteration 21Q: 3 clusters Score -881236.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -881305.125000 Penalty: 4359.520020
	Iteration 22Q: 3 clusters Score -881305.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -881375.937500 Penalty: 4359.520020
	Iteration 23Q: 3 clusters Score -881375.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -881449.375000 Penalty: 4359.520020
	Iteration 24Q: 3 clusters Score -881449.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -881511.687500 Penalty: 4359.520020
	Iteration 25Q: 3 clusters Score -881511.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -881557.687500 Penalty: 4359.520020
	Iteration 26Q: 3 clusters Score -881557.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -881596.687500 Penalty: 4359.520020
	Iteration 27Q: 3 clusters Score -881596.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -881638.125000 Penalty: 4359.520020
	Iteration 28Q: 3 clusters Score -881638.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -881666.437500 Penalty: 4359.520020
	Iteration 29Q: 3 clusters Score -881666.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -881693.687500 Penalty: 4359.520020
	Iteration 30Q: 3 clusters Score -881693.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -881715.750000 Penalty: 4359.520020
	Iteration 31Q: 3 clusters Score -881715.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -881733.625000 Penalty: 4359.520020
	Iteration 32Q: 3 clusters Score -881733.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -881750.187500 Penalty: 4359.520020
	Iteration 33Q: 3 clusters Score -881750.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -881767.500000 Penalty: 4359.520020
	Iteration 34Q: 3 clusters Score -881767.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -881785.812500 Penalty: 4359.520020
	Iteration 35Q: 3 clusters Score -881785.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -881802.937500 Penalty: 4359.520020
	Iteration 36Q: 3 clusters Score -881802.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -881818.625000 Penalty: 4359.520020
	Iteration 37Q: 3 clusters Score -881818.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -881826.500000 Penalty: 4359.520020
	Iteration 38Q: 3 clusters Score -881826.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -881834.562500 Penalty: 4359.520020
	Iteration 39Q: 3 clusters Score -881834.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -881842.000000 Penalty: 4359.520020
	Iteration 40F: 3 clusters Score -881842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -881848.750000 Penalty: 4359.520020
	Iteration 41Q: 3 clusters Score -881848.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -881860.562500 Penalty: 4359.520020
	Iteration 42Q: 3 clusters Score -881860.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -881872.500000 Penalty: 4359.520020
	Iteration 43Q: 3 clusters Score -881872.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -881882.625000 Penalty: 4359.520020
	Iteration 44Q: 3 clusters Score -881882.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -881888.562500 Penalty: 4359.520020
	Iteration 45Q: 3 clusters Score -881888.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -881894.562500 Penalty: 4359.520020
	Iteration 46Q: 3 clusters Score -881894.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -881900.437500 Penalty: 4359.520020
	Iteration 47Q: 3 clusters Score -881900.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -881901.562500 Penalty: 4359.520020
	Iteration 48Q: 3 clusters Score -881901.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -881903.687500 Penalty: 4359.520020
	Iteration 49Q: 3 clusters Score -881903.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -881905.312500 Penalty: 4359.520020
	Iteration 50Q: 3 clusters Score -881905.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -881907.312500 Penalty: 4359.520020
	Iteration 51Q: 3 clusters Score -881907.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -881911.000000 Penalty: 4359.520020
	Iteration 52Q: 3 clusters Score -881911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -881913.312500 Penalty: 4359.520020
	Iteration 53Q: 3 clusters Score -881913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -881913.312500 Penalty: 4359.520020
	Iteration 54Q: 3 clusters Score -881913.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -881914.125000 Penalty: 4359.520020
	Iteration 55Q: 3 clusters Score -881914.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -881914.125000 Penalty: 4359.520020
	Iteration 56F: 3 clusters Score -881914.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Entering Unmasked Estep 
Score: -1482939.375000 Penalty: 2311.093506
	Iteration 0F: 2 clusters Score -1482939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1474522.125000 Penalty: 4622.187012
	Iteration 0F: 3 clusters Score -1474522 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1477206.625000 Penalty: 4622.187012
	Iteration 1F: 3 clusters Score -1477207 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1477569.750000 Penalty: 4622.187012
	Iteration 2F: 3 clusters Score -1477570 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1477798.875000 Penalty: 4622.187012
	Iteration 3F: 3 clusters Score -1477799 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1477986.250000 Penalty: 4622.187012
	Iteration 4Q: 3 clusters Score -1477986 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1478139.500000 Penalty: 4622.187012
	Iteration 5Q: 3 clusters Score -1478140 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1478284.375000 Penalty: 4622.187012
	Iteration 6Q: 3 clusters Score -1478284 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1478411.500000 Penalty: 4622.187012
	Iteration 7Q: 3 clusters Score -1478412 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1478526.250000 Penalty: 4622.187012
	Iteration 8Q: 3 clusters Score -1478526 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1478651.375000 Penalty: 4622.187012
	Iteration 9Q: 3 clusters Score -1478651 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1478773.875000 Penalty: 4622.187012
	Iteration 10Q: 3 clusters Score -1478774 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1478893.250000 Penalty: 4622.187012
	Iteration 11Q: 3 clusters Score -1478893 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1479009.750000 Penalty: 4622.187012
	Iteration 12Q: 3 clusters Score -1479010 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1479125.375000 Penalty: 4622.187012
	Iteration 13Q: 3 clusters Score -1479125 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1479237.375000 Penalty: 4622.187012
	Iteration 14Q: 3 clusters Score -1479237 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1479363.000000 Penalty: 4622.187012
	Iteration 15Q: 3 clusters Score -1479363 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1479482.000000 Penalty: 4622.187012
	Iteration 16Q: 3 clusters Score -1479482 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1479606.125000 Penalty: 4622.187012
	Iteration 17Q: 3 clusters Score -1479606 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1479709.250000 Penalty: 4622.187012
	Iteration 18Q: 3 clusters Score -1479709 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1479828.000000 Penalty: 4622.187012
	Iteration 19Q: 3 clusters Score -1479828 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1479952.250000 Penalty: 4622.187012
	Iteration 20F: 3 clusters Score -1479952 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1480064.000000 Penalty: 4622.187012
	Iteration 21Q: 3 clusters Score -1480064 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1480187.500000 Penalty: 4622.187012
	Iteration 22Q: 3 clusters Score -1480188 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1480328.000000 Penalty: 4622.187012
	Iteration 23Q: 3 clusters Score -1480328 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1480444.125000 Penalty: 4622.187012
	Iteration 24Q: 3 clusters Score -1480444 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1480516.500000 Penalty: 4622.187012
	Iteration 25Q: 3 clusters Score -1480516 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1480565.625000 Penalty: 4622.187012
	Iteration 26Q: 3 clusters Score -1480566 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1480624.750000 Penalty: 4622.187012
	Iteration 27Q: 3 clusters Score -1480625 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1480686.625000 Penalty: 4622.187012
	Iteration 28Q: 3 clusters Score -1480687 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1480730.375000 Penalty: 4622.187012
	Iteration 29Q: 3 clusters Score -1480730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1480758.250000 Penalty: 4622.187012
	Iteration 30Q: 3 clusters Score -1480758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1480783.500000 Penalty: 4622.187012
	Iteration 31Q: 3 clusters Score -1480784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1480809.750000 Penalty: 4622.187012
	Iteration 32Q: 3 clusters Score -1480810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1480827.125000 Penalty: 4622.187012
	Iteration 33Q: 3 clusters Score -1480827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1480842.875000 Penalty: 4622.187012
	Iteration 34Q: 3 clusters Score -1480843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1480859.750000 Penalty: 4622.187012
	Iteration 35Q: 3 clusters Score -1480860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1480875.250000 Penalty: 4622.187012
	Iteration 36Q: 3 clusters Score -1480875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1480882.875000 Penalty: 4622.187012
	Iteration 37Q: 3 clusters Score -1480883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1480892.000000 Penalty: 4622.187012
	Iteration 38Q: 3 clusters Score -1480892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1480903.875000 Penalty: 4622.187012
	Iteration 39Q: 3 clusters Score -1480904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1480917.875000 Penalty: 4622.187012
	Iteration 40F: 3 clusters Score -1480918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1480928.500000 Penalty: 4622.187012
	Iteration 41Q: 3 clusters Score -1480928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1480937.000000 Penalty: 4622.187012
	Iteration 42Q: 3 clusters Score -1480937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1480942.375000 Penalty: 4622.187012
	Iteration 43Q: 3 clusters Score -1480942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1480949.375000 Penalty: 4622.187012
	Iteration 44Q: 3 clusters Score -1480949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1480956.750000 Penalty: 4622.187012
	Iteration 45Q: 3 clusters Score -1480957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1480962.125000 Penalty: 4622.187012
	Iteration 46Q: 3 clusters Score -1480962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1480966.250000 Penalty: 4622.187012
	Iteration 47Q: 3 clusters Score -1480966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1480970.625000 Penalty: 4622.187012
	Iteration 48Q: 3 clusters Score -1480971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1480974.125000 Penalty: 4622.187012
	Iteration 49Q: 3 clusters Score -1480974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1480977.250000 Penalty: 4622.187012
	Iteration 50Q: 3 clusters Score -1480977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1480981.000000 Penalty: 4622.187012
	Iteration 51Q: 3 clusters Score -1480981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1480983.875000 Penalty: 4622.187012
	Iteration 52Q: 3 clusters Score -1480984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1480986.125000 Penalty: 4622.187012
	Iteration 53Q: 3 clusters Score -1480986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1480984.125000 Penalty: 4622.187012
	Iteration 54Q: 3 clusters Score -1480984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1480984.125000 Penalty: 4622.187012
	Iteration 55F: 3 clusters Score -1480984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Entering Unmasked Estep 
Score: -626874.750000 Penalty: 2116.980225
	Iteration 0F: 2 clusters Score -626874.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -622319.562500 Penalty: 4233.960449
	Iteration 0F: 3 clusters Score -622319.6 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -623533.937500 Penalty: 4233.960449
	Iteration 1F: 3 clusters Score -623533.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -623893.937500 Penalty: 4233.960449
	Iteration 2F: 3 clusters Score -623893.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -624145.500000 Penalty: 4233.960449
	Iteration 3F: 3 clusters Score -624145.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -624370.125000 Penalty: 4233.960449
	Iteration 4F: 3 clusters Score -624370.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -624596.562500 Penalty: 4233.960449
	Iteration 5Q: 3 clusters Score -624596.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -624798.187500 Penalty: 4233.960449
	Iteration 6Q: 3 clusters Score -624798.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -624986.625000 Penalty: 4233.960449
	Iteration 7Q: 3 clusters Score -624986.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -625179.000000 Penalty: 4233.960449
	Iteration 8Q: 3 clusters Score -625179 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -625311.812500 Penalty: 4233.960449
	Iteration 9Q: 3 clusters Score -625311.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -625413.937500 Penalty: 4233.960449
	Iteration 10Q: 3 clusters Score -625413.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -625484.812500 Penalty: 4233.960449
	Iteration 11Q: 3 clusters Score -625484.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -625539.000000 Penalty: 4233.960449
	Iteration 12Q: 3 clusters Score -625539 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -625588.312500 Penalty: 4233.960449
	Iteration 13Q: 3 clusters Score -625588.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -625610.187500 Penalty: 4233.960449
	Iteration 14Q: 3 clusters Score -625610.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -625630.312500 Penalty: 4233.960449
	Iteration 15Q: 3 clusters Score -625630.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -625641.875000 Penalty: 4233.960449
	Iteration 16Q: 3 clusters Score -625641.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -625651.812500 Penalty: 4233.960449
	Iteration 17Q: 3 clusters Score -625651.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -625662.437500 Penalty: 4233.960449
	Iteration 18Q: 3 clusters Score -625662.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -625674.312500 Penalty: 4233.960449
	Iteration 19Q: 3 clusters Score -625674.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -625681.062500 Penalty: 4233.960449
	Iteration 20F: 3 clusters Score -625681.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -625683.500000 Penalty: 4233.960449
	Iteration 21Q: 3 clusters Score -625683.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -625683.687500 Penalty: 4233.960449
	Iteration 22Q: 3 clusters Score -625683.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -625685.500000 Penalty: 4233.960449
	Iteration 23Q: 3 clusters Score -625685.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -625685.750000 Penalty: 4233.960449
	Iteration 24Q: 3 clusters Score -625685.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -625686.375000 Penalty: 4233.960449
	Iteration 25Q: 3 clusters Score -625686.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -625686.375000 Penalty: 4233.960449
	Iteration 26F: 3 clusters Score -625686.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Entering Unmasked Estep 
Score: -410810.531250 Penalty: 1991.864258
	Iteration 0F: 2 clusters Score -410810.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -407496.937500 Penalty: 3983.728516
	Iteration 0F: 3 clusters Score -407496.9 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -408150.625000 Penalty: 3983.728516
	Iteration 1F: 3 clusters Score -408150.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -408290.906250 Penalty: 3983.728516
	Iteration 2F: 3 clusters Score -408290.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -408366.406250 Penalty: 3983.728516
	Iteration 3Q: 3 clusters Score -408366.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -408408.343750 Penalty: 3983.728516
	Iteration 4Q: 3 clusters Score -408408.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -408446.187500 Penalty: 3983.728516
	Iteration 5Q: 3 clusters Score -408446.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -408474.968750 Penalty: 3983.728516
	Iteration 6Q: 3 clusters Score -408475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -408499.906250 Penalty: 3983.728516
	Iteration 7Q: 3 clusters Score -408499.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -408521.343750 Penalty: 3983.728516
	Iteration 8Q: 3 clusters Score -408521.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -408543.218750 Penalty: 3983.728516
	Iteration 9Q: 3 clusters Score -408543.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -408559.375000 Penalty: 3983.728516
	Iteration 10Q: 3 clusters Score -408559.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -408573.531250 Penalty: 3983.728516
	Iteration 11Q: 3 clusters Score -408573.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -408582.812500 Penalty: 3983.728516
	Iteration 12Q: 3 clusters Score -408582.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -408591.687500 Penalty: 3983.728516
	Iteration 13Q: 3 clusters Score -408591.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -408601.468750 Penalty: 3983.728516
	Iteration 14Q: 3 clusters Score -408601.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -408612.187500 Penalty: 3983.728516
	Iteration 15Q: 3 clusters Score -408612.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -408625.062500 Penalty: 3983.728516
	Iteration 16Q: 3 clusters Score -408625.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -408635.312500 Penalty: 3983.728516
	Iteration 17Q: 3 clusters Score -408635.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -408641.062500 Penalty: 3983.728516
	Iteration 18Q: 3 clusters Score -408641.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -408649.593750 Penalty: 3983.728516
	Iteration 19Q: 3 clusters Score -408649.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -408654.843750 Penalty: 3983.728516
	Iteration 20F: 3 clusters Score -408654.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -408657.843750 Penalty: 3983.728516
	Iteration 21Q: 3 clusters Score -408657.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -408663.000000 Penalty: 3983.728516
	Iteration 22Q: 3 clusters Score -408663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -408665.687500 Penalty: 3983.728516
	Iteration 23Q: 3 clusters Score -408665.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -408667.593750 Penalty: 3983.728516
	Iteration 24Q: 3 clusters Score -408667.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -408667.968750 Penalty: 3983.728516
	Iteration 25Q: 3 clusters Score -408668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -408669.437500 Penalty: 3983.728516
	Iteration 26Q: 3 clusters Score -408669.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -408670.343750 Penalty: 3983.728516
	Iteration 27Q: 3 clusters Score -408670.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -408670.968750 Penalty: 3983.728516
	Iteration 28Q: 3 clusters Score -408671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -408672.656250 Penalty: 3983.728516
	Iteration 29Q: 3 clusters Score -408672.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -408674.468750 Penalty: 3983.728516
	Iteration 30Q: 3 clusters Score -408674.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -408676.656250 Penalty: 3983.728516
	Iteration 31Q: 3 clusters Score -408676.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -408679.000000 Penalty: 3983.728516
	Iteration 32Q: 3 clusters Score -408679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -408683.750000 Penalty: 3983.728516
	Iteration 33Q: 3 clusters Score -408683.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -408688.843750 Penalty: 3983.728516
	Iteration 34Q: 3 clusters Score -408688.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -408696.375000 Penalty: 3983.728516
	Iteration 35Q: 3 clusters Score -408696.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -408704.437500 Penalty: 3983.728516
	Iteration 36Q: 3 clusters Score -408704.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -408710.187500 Penalty: 3983.728516
	Iteration 37Q: 3 clusters Score -408710.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -408720.468750 Penalty: 3983.728516
	Iteration 38Q: 3 clusters Score -408720.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -408729.593750 Penalty: 3983.728516
	Iteration 39Q: 3 clusters Score -408729.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -408737.250000 Penalty: 3983.728516
	Iteration 40F: 3 clusters Score -408737.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -408745.000000 Penalty: 3983.728516
	Iteration 41Q: 3 clusters Score -408745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -408755.218750 Penalty: 3983.728516
	Iteration 42Q: 3 clusters Score -408755.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -408761.781250 Penalty: 3983.728516
	Iteration 43Q: 3 clusters Score -408761.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -408767.937500 Penalty: 3983.728516
	Iteration 44Q: 3 clusters Score -408767.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -408774.843750 Penalty: 3983.728516
	Iteration 45Q: 3 clusters Score -408774.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -408781.625000 Penalty: 3983.728516
	Iteration 46Q: 3 clusters Score -408781.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -408785.781250 Penalty: 3983.728516
	Iteration 47Q: 3 clusters Score -408785.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -408791.000000 Penalty: 3983.728516
	Iteration 48Q: 3 clusters Score -408791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -408794.937500 Penalty: 3983.728516
	Iteration 49Q: 3 clusters Score -408794.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -408798.968750 Penalty: 3983.728516
	Iteration 50Q: 3 clusters Score -408799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -408801.218750 Penalty: 3983.728516
	Iteration 51Q: 3 clusters Score -408801.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -408803.437500 Penalty: 3983.728516
	Iteration 52Q: 3 clusters Score -408803.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -408806.281250 Penalty: 3983.728516
	Iteration 53Q: 3 clusters Score -408806.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -408809.312500 Penalty: 3983.728516
	Iteration 54Q: 3 clusters Score -408809.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -408811.000000 Penalty: 3983.728516
	Iteration 55Q: 3 clusters Score -408811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -408812.562500 Penalty: 3983.728516
	Iteration 56Q: 3 clusters Score -408812.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -408815.343750 Penalty: 3983.728516
	Iteration 57Q: 3 clusters Score -408815.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -408817.031250 Penalty: 3983.728516
	Iteration 58Q: 3 clusters Score -408817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -408818.593750 Penalty: 3983.728516
	Iteration 59Q: 3 clusters Score -408818.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -408819.843750 Penalty: 3983.728516
	Iteration 60F: 3 clusters Score -408819.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -408821.500000 Penalty: 3983.728516
	Iteration 61Q: 3 clusters Score -408821.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -408823.500000 Penalty: 3983.728516
	Iteration 62Q: 3 clusters Score -408823.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -408826.625000 Penalty: 3983.728516
	Iteration 63Q: 3 clusters Score -408826.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -408827.937500 Penalty: 3983.728516
	Iteration 64Q: 3 clusters Score -408827.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -408831.156250 Penalty: 3983.728516
	Iteration 65Q: 3 clusters Score -408831.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -408835.781250 Penalty: 3983.728516
	Iteration 66Q: 3 clusters Score -408835.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -408839.843750 Penalty: 3983.728516
	Iteration 67Q: 3 clusters Score -408839.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -408844.000000 Penalty: 3983.728516
	Iteration 68Q: 3 clusters Score -408844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -408846.687500 Penalty: 3983.728516
	Iteration 69Q: 3 clusters Score -408846.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -408852.468750 Penalty: 3983.728516
	Iteration 70Q: 3 clusters Score -408852.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -408857.000000 Penalty: 3983.728516
	Iteration 71Q: 3 clusters Score -408857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -408863.875000 Penalty: 3983.728516
	Iteration 72Q: 3 clusters Score -408863.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -408867.468750 Penalty: 3983.728516
	Iteration 73Q: 3 clusters Score -408867.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -408872.312500 Penalty: 3983.728516
	Iteration 74Q: 3 clusters Score -408872.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -408879.093750 Penalty: 3983.728516
	Iteration 75Q: 3 clusters Score -408879.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -408886.750000 Penalty: 3983.728516
	Iteration 76Q: 3 clusters Score -408886.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -408893.781250 Penalty: 3983.728516
	Iteration 77Q: 3 clusters Score -408893.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -408904.593750 Penalty: 3983.728516
	Iteration 78Q: 3 clusters Score -408904.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -408914.843750 Penalty: 3983.728516
	Iteration 79Q: 3 clusters Score -408914.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -408926.125000 Penalty: 3983.728516
	Iteration 80F: 3 clusters Score -408926.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -408934.218750 Penalty: 3983.728516
	Iteration 81Q: 3 clusters Score -408934.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -408943.750000 Penalty: 3983.728516
	Iteration 82Q: 3 clusters Score -408943.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -408951.125000 Penalty: 3983.728516
	Iteration 83Q: 3 clusters Score -408951.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -408957.906250 Penalty: 3983.728516
	Iteration 84Q: 3 clusters Score -408957.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -408963.500000 Penalty: 3983.728516
	Iteration 85Q: 3 clusters Score -408963.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -408967.343750 Penalty: 3983.728516
	Iteration 86Q: 3 clusters Score -408967.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -408973.156250 Penalty: 3983.728516
	Iteration 87Q: 3 clusters Score -408973.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -408980.937500 Penalty: 3983.728516
	Iteration 88Q: 3 clusters Score -408980.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -408993.031250 Penalty: 3983.728516
	Iteration 89Q: 3 clusters Score -408993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -409002.468750 Penalty: 3983.728516
	Iteration 90Q: 3 clusters Score -409002.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -409015.062500 Penalty: 3983.728516
	Iteration 91Q: 3 clusters Score -409015.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -409025.656250 Penalty: 3983.728516
	Iteration 92Q: 3 clusters Score -409025.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -409034.625000 Penalty: 3983.728516
	Iteration 93Q: 3 clusters Score -409034.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -409039.500000 Penalty: 3983.728516
	Iteration 94Q: 3 clusters Score -409039.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -409042.843750 Penalty: 3983.728516
	Iteration 95Q: 3 clusters Score -409042.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -409049.500000 Penalty: 3983.728516
	Iteration 96Q: 3 clusters Score -409049.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -409054.312500 Penalty: 3983.728516
	Iteration 97Q: 3 clusters Score -409054.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -409060.718750 Penalty: 3983.728516
	Iteration 98Q: 3 clusters Score -409060.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -409065.812500 Penalty: 3983.728516
	Iteration 99Q: 3 clusters Score -409065.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -409069.468750 Penalty: 3983.728516
	Iteration 100F: 3 clusters Score -409069.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -409072.718750 Penalty: 3983.728516
	Iteration 101Q: 3 clusters Score -409072.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -409074.656250 Penalty: 3983.728516
	Iteration 102Q: 3 clusters Score -409074.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -409076.625000 Penalty: 3983.728516
	Iteration 103Q: 3 clusters Score -409076.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -409078.343750 Penalty: 3983.728516
	Iteration 104Q: 3 clusters Score -409078.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -409079.187500 Penalty: 3983.728516
	Iteration 105Q: 3 clusters Score -409079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -409079.250000 Penalty: 3983.728516
	Iteration 106Q: 3 clusters Score -409079.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -409079.250000 Penalty: 3983.728516
	Iteration 107F: 3 clusters Score -409079.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37338 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167202 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8151 members 
Mstep: Class 16 contains 18106 members 
Mstep: Class 17 contains 88708 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36775 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12020 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7204 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5096 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915272.000000 Penalty: 114218.242188
Iteration 159Q: 35 clusters Score -1.009153e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37338 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167201 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8151 members 
Mstep: Class 16 contains 18102 members 
Mstep: Class 17 contains 88708 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36775 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12020 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7207 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915272.000000 Penalty: 114218.242188
Iteration 160F: 35 clusters Score -1.009153e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37337 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167200 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8151 members 
Mstep: Class 16 contains 18101 members 
Mstep: Class 17 contains 88708 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36777 members 
Mstep: Class 22 contains 160797 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7207 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915264.000000 Penalty: 114218.242188
Iteration 161Q: 35 clusters Score -1.009153e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37337 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167199 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8151 members 
Mstep: Class 16 contains 18100 members 
Mstep: Class 17 contains 88708 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36779 members 
Mstep: Class 22 contains 160797 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7207 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915280.000000 Penalty: 114218.242188
Iteration 162Q: 35 clusters Score -1.009153e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37338 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167198 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8151 members 
Mstep: Class 16 contains 18099 members 
Mstep: Class 17 contains 88708 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36780 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7208 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915296.000000 Penalty: 114218.242188
Iteration 163Q: 35 clusters Score -1.009153e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37341 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167198 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8151 members 
Mstep: Class 16 contains 18095 members 
Mstep: Class 17 contains 88708 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36780 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7209 members 
Mstep: Class 31 contains 6561 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915272.000000 Penalty: 114218.242188
Iteration 164Q: 35 clusters Score -1.009153e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37340 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167198 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8151 members 
Mstep: Class 16 contains 18092 members 
Mstep: Class 17 contains 88709 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36780 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6420 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7211 members 
Mstep: Class 31 contains 6560 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915224.000000 Penalty: 114218.242188
Iteration 165Q: 35 clusters Score -1.009152e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37340 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167198 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8151 members 
Mstep: Class 16 contains 18088 members 
Mstep: Class 17 contains 88709 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36782 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6420 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7213 members 
Mstep: Class 31 contains 6560 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915240.000000 Penalty: 114218.242188
Iteration 166Q: 35 clusters Score -1.009152e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37340 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167198 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8150 members 
Mstep: Class 16 contains 18086 members 
Mstep: Class 17 contains 88709 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36782 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6421 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7214 members 
Mstep: Class 31 contains 6560 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915248.000000 Penalty: 114218.242188
Iteration 167Q: 35 clusters Score -1.009152e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37340 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167198 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8150 members 
Mstep: Class 16 contains 18083 members 
Mstep: Class 17 contains 88710 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36781 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6421 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7216 members 
Mstep: Class 31 contains 6560 members 
Mstep: Class 32 contains 11148 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915304.000000 Penalty: 114218.242188
Iteration 168Q: 35 clusters Score -1.009153e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37343 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167198 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8150 members 
Mstep: Class 16 contains 18076 members 
Mstep: Class 17 contains 88710 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36780 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6421 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7221 members 
Mstep: Class 31 contains 6560 members 
Mstep: Class 32 contains 11148 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915312.000000 Penalty: 114218.242188
Iteration 169Q: 35 clusters Score -1.009153e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37345 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167197 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8150 members 
Mstep: Class 16 contains 18071 members 
Mstep: Class 17 contains 88710 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36780 members 
Mstep: Class 22 contains 160801 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6421 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7224 members 
Mstep: Class 31 contains 6560 members 
Mstep: Class 32 contains 11148 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915304.000000 Penalty: 114218.242188
Iteration 170Q: 35 clusters Score -1.009153e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37348 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167197 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21151 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8150 members 
Mstep: Class 16 contains 18060 members 
Mstep: Class 17 contains 88710 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36780 members 
Mstep: Class 22 contains 160801 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6421 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7231 members 
Mstep: Class 31 contains 6560 members 
Mstep: Class 32 contains 11148 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915296.000000 Penalty: 114218.242188
Iteration 171Q: 35 clusters Score -1.009153e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37348 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167197 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21151 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8150 members 
Mstep: Class 16 contains 18049 members 
Mstep: Class 17 contains 88711 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36781 members 
Mstep: Class 22 contains 160801 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6422 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12021 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7242 members 
Mstep: Class 31 contains 6560 members 
Mstep: Class 32 contains 11148 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915320.000000 Penalty: 114218.242188
Iteration 172Q: 35 clusters Score -1.009153e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37352 members 
Mstep: Class 7 contains 9361 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167197 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21151 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8150 members 
Mstep: Class 16 contains 18036 members 
Mstep: Class 17 contains 88710 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36782 members 
Mstep: Class 22 contains 160801 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6422 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12020 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7256 members 
Mstep: Class 31 contains 6560 members 
Mstep: Class 32 contains 11148 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915360.000000 Penalty: 114218.242188
Iteration 173Q: 35 clusters Score -1.009154e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11277 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37355 members 
Mstep: Class 7 contains 9358 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167199 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21151 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 8147 members 
Mstep: Class 16 contains 18019 members 
Mstep: Class 17 contains 88710 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36785 members 
Mstep: Class 22 contains 160801 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6422 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12019 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7272 members 
Mstep: Class 31 contains 6560 members 
Mstep: Class 32 contains 11148 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915416.000000 Penalty: 114218.242188
Iteration 174Q: 35 clusters Score -1.009154e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11276 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37357 members 
Mstep: Class 7 contains 9358 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167198 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21151 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26165 members 
Mstep: Class 15 contains 8146 members 
Mstep: Class 16 contains 18007 members 
Mstep: Class 17 contains 88709 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36785 members 
Mstep: Class 22 contains 160801 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6424 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 12019 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7284 members 
Mstep: Class 31 contains 6560 members 
Mstep: Class 32 contains 11148 members 
Mstep: Class 33 contains 5096 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915344.000000 Penalty: 114218.242188
Iteration 175Q: 35 clusters Score -1.009153e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37359 members 
Mstep: Class 7 contains 9359 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167196 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26166 members 
Mstep: Class 15 contains 8142 members 
Mstep: Class 16 contains 17994 members 
Mstep: Class 17 contains 88709 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36787 members 
Mstep: Class 22 contains 160801 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16921 members 
Mstep: Class 27 contains 12020 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7293 members 
Mstep: Class 31 contains 6560 members 
Mstep: Class 32 contains 11148 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915264.000000 Penalty: 114218.242188
Iteration 176Q: 35 clusters Score -1.009153e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37359 members 
Mstep: Class 7 contains 9358 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167196 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26167 members 
Mstep: Class 15 contains 8140 members 
Mstep: Class 16 contains 17981 members 
Mstep: Class 17 contains 88709 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36790 members 
Mstep: Class 22 contains 160801 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16921 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7305 members 
Mstep: Class 31 contains 6559 members 
Mstep: Class 32 contains 11149 members 
Mstep: Class 33 contains 5099 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915256.000000 Penalty: 114218.242188
Iteration 177Q: 35 clusters Score -1.009153e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37359 members 
Mstep: Class 7 contains 9357 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167195 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21149 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26167 members 
Mstep: Class 15 contains 8141 members 
Mstep: Class 16 contains 17973 members 
Mstep: Class 17 contains 88708 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36792 members 
Mstep: Class 22 contains 160801 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16921 members 
Mstep: Class 27 contains 12023 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7314 members 
Mstep: Class 31 contains 6559 members 
Mstep: Class 32 contains 11150 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 3076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915288.000000 Penalty: 114218.242188
Iteration 178Q: 35 clusters Score -1.009153e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37360 members 
Mstep: Class 7 contains 9358 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167194 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21149 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26168 members 
Mstep: Class 15 contains 8138 members 
Mstep: Class 16 contains 17965 members 
Mstep: Class 17 contains 88706 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36793 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16921 members 
Mstep: Class 27 contains 12023 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7323 members 
Mstep: Class 31 contains 6559 members 
Mstep: Class 32 contains 11152 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 3076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915280.000000 Penalty: 114218.242188
Iteration 179Q: 35 clusters Score -1.009153e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37360 members 
Mstep: Class 7 contains 9358 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167194 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21149 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26168 members 
Mstep: Class 15 contains 8134 members 
Mstep: Class 16 contains 17957 members 
Mstep: Class 17 contains 88706 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36794 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16921 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7333 members 
Mstep: Class 31 contains 6559 members 
Mstep: Class 32 contains 11156 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 3075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915328.000000 Penalty: 114218.242188
Iteration 180F: 35 clusters Score -1.009153e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37360 members 
Mstep: Class 7 contains 9358 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167195 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21149 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26168 members 
Mstep: Class 15 contains 8127 members 
Mstep: Class 16 contains 17951 members 
Mstep: Class 17 contains 88705 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49298 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36789 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2226 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16921 members 
Mstep: Class 27 contains 12023 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7346 members 
Mstep: Class 31 contains 6559 members 
Mstep: Class 32 contains 11163 members 
Mstep: Class 33 contains 5096 members 
Mstep: Class 34 contains 3072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915336.000000 Penalty: 114218.242188
Iteration 181Q: 35 clusters Score -1.009153e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 37359 members 
Mstep: Class 7 contains 9357 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167195 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21149 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26168 members 
Mstep: Class 15 contains 8122 members 
Mstep: Class 16 contains 17948 members 
Mstep: Class 17 contains 88705 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36786 members 
Mstep: Class 22 contains 160801 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16921 members 
Mstep: Class 27 contains 12023 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7353 members 
Mstep: Class 31 contains 6559 members 
Mstep: Class 32 contains 11165 members 
Mstep: Class 33 contains 5096 members 
Mstep: Class 34 contains 3073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915312.000000 Penalty: 114218.242188
Iteration 182Q: 35 clusters Score -1.009153e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 37361 members 
Mstep: Class 7 contains 9357 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167196 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26168 members 
Mstep: Class 15 contains 8115 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 88706 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36786 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12023 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7358 members 
Mstep: Class 31 contains 6559 members 
Mstep: Class 32 contains 11169 members 
Mstep: Class 33 contains 5095 members 
Mstep: Class 34 contains 3072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915296.000000 Penalty: 114218.242188
Iteration 183Q: 35 clusters Score -1.009153e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11272 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 37362 members 
Mstep: Class 7 contains 9357 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167196 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26168 members 
Mstep: Class 15 contains 8110 members 
Mstep: Class 16 contains 17939 members 
Mstep: Class 17 contains 88705 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36786 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12023 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7364 members 
Mstep: Class 31 contains 6558 members 
Mstep: Class 32 contains 11174 members 
Mstep: Class 33 contains 5096 members 
Mstep: Class 34 contains 3072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915336.000000 Penalty: 114218.242188
Iteration 184Q: 35 clusters Score -1.009153e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11272 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 37361 members 
Mstep: Class 7 contains 9357 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167196 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26168 members 
Mstep: Class 15 contains 8108 members 
Mstep: Class 16 contains 17936 members 
Mstep: Class 17 contains 88705 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36783 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12024 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7371 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 11174 members 
Mstep: Class 33 contains 5096 members 
Mstep: Class 34 contains 3073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915312.000000 Penalty: 114218.242188
Iteration 185Q: 35 clusters Score -1.009153e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 11272 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 37362 members 
Mstep: Class 7 contains 9355 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167193 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26168 members 
Mstep: Class 15 contains 8105 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 88705 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36780 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 12024 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7382 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 11175 members 
Mstep: Class 33 contains 5095 members 
Mstep: Class 34 contains 3075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915304.000000 Penalty: 114218.242188
Iteration 186Q: 35 clusters Score -1.009153e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 11272 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 37362 members 
Mstep: Class 7 contains 9351 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167192 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21151 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26168 members 
Mstep: Class 15 contains 8101 members 
Mstep: Class 16 contains 17927 members 
Mstep: Class 17 contains 88706 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36780 members 
Mstep: Class 22 contains 160800 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12024 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7389 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 11175 members 
Mstep: Class 33 contains 5096 members 
Mstep: Class 34 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915296.000000 Penalty: 114218.242188
Iteration 187Q: 35 clusters Score -1.009153e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 11272 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 37362 members 
Mstep: Class 7 contains 9349 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167192 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21151 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26168 members 
Mstep: Class 15 contains 8098 members 
Mstep: Class 16 contains 17923 members 
Mstep: Class 17 contains 88706 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36782 members 
Mstep: Class 22 contains 160799 members 
Mstep: Class 23 contains 2226 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12024 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7396 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 11175 members 
Mstep: Class 33 contains 5095 members 
Mstep: Class 34 contains 3080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915344.000000 Penalty: 114218.242188
Iteration 188Q: 35 clusters Score -1.009153e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 11272 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 37362 members 
Mstep: Class 7 contains 9348 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167192 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21151 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26168 members 
Mstep: Class 15 contains 8096 members 
Mstep: Class 16 contains 17920 members 
Mstep: Class 17 contains 88706 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36783 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2226 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12024 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7401 members 
Mstep: Class 31 contains 6558 members 
Mstep: Class 32 contains 11177 members 
Mstep: Class 33 contains 5094 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915376.000000 Penalty: 114218.242188
Iteration 189Q: 35 clusters Score -1.009154e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 11272 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 37362 members 
Mstep: Class 7 contains 9348 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167192 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21151 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26168 members 
Mstep: Class 15 contains 8094 members 
Mstep: Class 16 contains 17918 members 
Mstep: Class 17 contains 88706 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36783 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2226 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12024 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7405 members 
Mstep: Class 31 contains 6558 members 
Mstep: Class 32 contains 11178 members 
Mstep: Class 33 contains 5093 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915360.000000 Penalty: 114218.242188
Iteration 190Q: 35 clusters Score -1.009154e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 11272 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 37362 members 
Mstep: Class 7 contains 9348 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167192 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21151 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26168 members 
Mstep: Class 15 contains 8093 members 
Mstep: Class 16 contains 17917 members 
Mstep: Class 17 contains 88706 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36783 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2226 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12024 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7406 members 
Mstep: Class 31 contains 6558 members 
Mstep: Class 32 contains 11179 members 
Mstep: Class 33 contains 5093 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915336.000000 Penalty: 114218.242188
Iteration 191Q: 35 clusters Score -1.009153e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 11272 members 
Mstep: Class 5 contains 1640 members 
Mstep: Class 6 contains 37362 members 
Mstep: Class 7 contains 9347 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167192 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21151 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26168 members 
Mstep: Class 15 contains 8092 members 
Mstep: Class 16 contains 17916 members 
Mstep: Class 17 contains 88706 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36783 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2226 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12023 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7409 members 
Mstep: Class 31 contains 6558 members 
Mstep: Class 32 contains 11179 members 
Mstep: Class 33 contains 5093 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915336.000000 Penalty: 114218.242188
Iteration 192Q: 35 clusters Score -1.009153e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 11272 members 
Mstep: Class 5 contains 1640 members 
Mstep: Class 6 contains 37362 members 
Mstep: Class 7 contains 9347 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167192 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21151 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26168 members 
Mstep: Class 15 contains 8091 members 
Mstep: Class 16 contains 17916 members 
Mstep: Class 17 contains 88706 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36783 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2226 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12023 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7409 members 
Mstep: Class 31 contains 6559 members 
Mstep: Class 32 contains 11179 members 
Mstep: Class 33 contains 5093 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915344.000000 Penalty: 114218.242188
Iteration 193Q: 35 clusters Score -1.009153e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 11272 members 
Mstep: Class 5 contains 1640 members 
Mstep: Class 6 contains 37362 members 
Mstep: Class 7 contains 9347 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167192 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21151 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26168 members 
Mstep: Class 15 contains 8091 members 
Mstep: Class 16 contains 17916 members 
Mstep: Class 17 contains 88706 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36783 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2226 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12023 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7409 members 
Mstep: Class 31 contains 6559 members 
Mstep: Class 32 contains 11179 members 
Mstep: Class 33 contains 5093 members 
Mstep: Class 34 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100915344.000000 Penalty: 114218.242188
Iteration 194F: 35 clusters Score -1.009153e+08 nChanged 0
Entering ConstructFrom: 
Score: -100915344.000000 Penalty: 114218.242188
Entering ConstructFrom: 
Trying to split cluster 1 (20977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Entering Unmasked Estep 
Score: -2686857.500000 Penalty: 2467.893066
	Iteration 0F: 2 clusters Score -2686858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2672196.750000 Penalty: 4935.786133
	Iteration 0F: 3 clusters Score -2672197 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2677032.250000 Penalty: 4935.786133
	Iteration 1F: 3 clusters Score -2677032 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2677541.500000 Penalty: 4935.786133
	Iteration 2F: 3 clusters Score -2677542 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2678068.000000 Penalty: 4935.786133
	Iteration 3F: 3 clusters Score -2678068 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2678702.500000 Penalty: 4935.786133
	Iteration 4F: 3 clusters Score -2678702 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2679509.000000 Penalty: 4935.786133
	Iteration 5F: 3 clusters Score -2679509 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2680431.500000 Penalty: 4935.786133
	Iteration 6F: 3 clusters Score -2680432 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2681415.750000 Penalty: 4935.786133
	Iteration 7F: 3 clusters Score -2681416 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2682280.250000 Penalty: 4935.786133
	Iteration 8F: 3 clusters Score -2682280 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2682963.000000 Penalty: 4935.786133
	Iteration 9Q: 3 clusters Score -2682963 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2683544.000000 Penalty: 4935.786133
	Iteration 10Q: 3 clusters Score -2683544 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2683984.750000 Penalty: 4935.786133
	Iteration 11Q: 3 clusters Score -2683985 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2684304.000000 Penalty: 4935.786133
	Iteration 12Q: 3 clusters Score -2684304 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2684546.000000 Penalty: 4935.786133
	Iteration 13Q: 3 clusters Score -2684546 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2684730.250000 Penalty: 4935.786133
	Iteration 14Q: 3 clusters Score -2684730 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2684868.500000 Penalty: 4935.786133
	Iteration 15Q: 3 clusters Score -2684868 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2684979.750000 Penalty: 4935.786133
	Iteration 16Q: 3 clusters Score -2684980 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2685098.250000 Penalty: 4935.786133
	Iteration 17Q: 3 clusters Score -2685098 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2685180.250000 Penalty: 4935.786133
	Iteration 18Q: 3 clusters Score -2685180 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2685236.500000 Penalty: 4935.786133
	Iteration 19Q: 3 clusters Score -2685236 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2685278.750000 Penalty: 4935.786133
	Iteration 20F: 3 clusters Score -2685279 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2685299.750000 Penalty: 4935.786133
	Iteration 21Q: 3 clusters Score -2685300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2685317.750000 Penalty: 4935.786133
	Iteration 22Q: 3 clusters Score -2685318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2685344.000000 Penalty: 4935.786133
	Iteration 23Q: 3 clusters Score -2685344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2685349.000000 Penalty: 4935.786133
	Iteration 24Q: 3 clusters Score -2685349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2685354.500000 Penalty: 4935.786133
	Iteration 25Q: 3 clusters Score -2685354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2685370.500000 Penalty: 4935.786133
	Iteration 26Q: 3 clusters Score -2685370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2685388.500000 Penalty: 4935.786133
	Iteration 27Q: 3 clusters Score -2685388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2685398.250000 Penalty: 4935.786133
	Iteration 28Q: 3 clusters Score -2685398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2685416.000000 Penalty: 4935.786133
	Iteration 29Q: 3 clusters Score -2685416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2685423.750000 Penalty: 4935.786133
	Iteration 30Q: 3 clusters Score -2685424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2685437.500000 Penalty: 4935.786133
	Iteration 31Q: 3 clusters Score -2685438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2685440.500000 Penalty: 4935.786133
	Iteration 32Q: 3 clusters Score -2685440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2685452.750000 Penalty: 4935.786133
	Iteration 33Q: 3 clusters Score -2685453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2685456.000000 Penalty: 4935.786133
	Iteration 34Q: 3 clusters Score -2685456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2685461.250000 Penalty: 4935.786133
	Iteration 35Q: 3 clusters Score -2685461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2685459.750000 Penalty: 4935.786133
	Iteration 36Q: 3 clusters Score -2685460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2685466.750000 Penalty: 4935.786133
	Iteration 37Q: 3 clusters Score -2685467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2685470.000000 Penalty: 4935.786133
	Iteration 38Q: 3 clusters Score -2685470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2685477.750000 Penalty: 4935.786133
	Iteration 39Q: 3 clusters Score -2685478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2685475.250000 Penalty: 4935.786133
	Iteration 40F: 3 clusters Score -2685475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2685479.250000 Penalty: 4935.786133
	Iteration 41Q: 3 clusters Score -2685479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2685479.250000 Penalty: 4935.786133
	Iteration 42F: 3 clusters Score -2685479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -286973.156250 Penalty: 1919.684814
	Iteration 0F: 2 clusters Score -286973.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -284166.812500 Penalty: 3839.369629
	Iteration 0F: 3 clusters Score -284166.8 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -284823.500000 Penalty: 3839.369629
	Iteration 1F: 3 clusters Score -284823.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -285088.000000 Penalty: 3839.369629
	Iteration 2F: 3 clusters Score -285088 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -285356.843750 Penalty: 3839.369629
	Iteration 3F: 3 clusters Score -285356.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -285627.656250 Penalty: 3839.369629
	Iteration 4F: 3 clusters Score -285627.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -285804.312500 Penalty: 3839.369629
	Iteration 5F: 3 clusters Score -285804.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -285922.000000 Penalty: 3839.369629
	Iteration 6Q: 3 clusters Score -285922 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -286018.125000 Penalty: 3839.369629
	Iteration 7Q: 3 clusters Score -286018.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -286120.750000 Penalty: 3839.369629
	Iteration 8Q: 3 clusters Score -286120.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -286204.843750 Penalty: 3839.369629
	Iteration 9Q: 3 clusters Score -286204.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -286250.187500 Penalty: 3839.369629
	Iteration 10Q: 3 clusters Score -286250.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -286278.593750 Penalty: 3839.369629
	Iteration 11Q: 3 clusters Score -286278.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -286296.750000 Penalty: 3839.369629
	Iteration 12Q: 3 clusters Score -286296.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -286305.937500 Penalty: 3839.369629
	Iteration 13Q: 3 clusters Score -286305.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -286314.218750 Penalty: 3839.369629
	Iteration 14Q: 3 clusters Score -286314.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -286321.406250 Penalty: 3839.369629
	Iteration 15Q: 3 clusters Score -286321.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -286327.687500 Penalty: 3839.369629
	Iteration 16Q: 3 clusters Score -286327.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -286330.500000 Penalty: 3839.369629
	Iteration 17Q: 3 clusters Score -286330.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -286331.218750 Penalty: 3839.369629
	Iteration 18Q: 3 clusters Score -286331.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -286331.500000 Penalty: 3839.369629
	Iteration 19Q: 3 clusters Score -286331.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -286331.500000 Penalty: 3839.369629
	Iteration 20F: 3 clusters Score -286331.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Entering Unmasked Estep 
Score: -654972.750000 Penalty: 2104.249512
	Iteration 0F: 2 clusters Score -654972.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -650561.750000 Penalty: 4208.499023
	Iteration 0F: 3 clusters Score -650561.8 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -651636.562500 Penalty: 4208.499023
	Iteration 1F: 3 clusters Score -651636.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -651899.625000 Penalty: 4208.499023
	Iteration 2F: 3 clusters Score -651899.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -652130.375000 Penalty: 4208.499023
	Iteration 3F: 3 clusters Score -652130.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -652378.312500 Penalty: 4208.499023
	Iteration 4F: 3 clusters Score -652378.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -652629.250000 Penalty: 4208.499023
	Iteration 5F: 3 clusters Score -652629.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -652862.937500 Penalty: 4208.499023
	Iteration 6Q: 3 clusters Score -652862.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -653095.187500 Penalty: 4208.499023
	Iteration 7F: 3 clusters Score -653095.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -653304.187500 Penalty: 4208.499023
	Iteration 8Q: 3 clusters Score -653304.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -653453.125000 Penalty: 4208.499023
	Iteration 9Q: 3 clusters Score -653453.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -653543.750000 Penalty: 4208.499023
	Iteration 10Q: 3 clusters Score -653543.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -653607.312500 Penalty: 4208.499023
	Iteration 11Q: 3 clusters Score -653607.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -653667.500000 Penalty: 4208.499023
	Iteration 12Q: 3 clusters Score -653667.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -653710.687500 Penalty: 4208.499023
	Iteration 13Q: 3 clusters Score -653710.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -653741.000000 Penalty: 4208.499023
	Iteration 14Q: 3 clusters Score -653741 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -653769.812500 Penalty: 4208.499023
	Iteration 15Q: 3 clusters Score -653769.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -653795.437500 Penalty: 4208.499023
	Iteration 16Q: 3 clusters Score -653795.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -653811.562500 Penalty: 4208.499023
	Iteration 17Q: 3 clusters Score -653811.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -653821.375000 Penalty: 4208.499023
	Iteration 18Q: 3 clusters Score -653821.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -653828.750000 Penalty: 4208.499023
	Iteration 19Q: 3 clusters Score -653828.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -653833.375000 Penalty: 4208.499023
	Iteration 20F: 3 clusters Score -653833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -653834.375000 Penalty: 4208.499023
	Iteration 21Q: 3 clusters Score -653834.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -653833.750000 Penalty: 4208.499023
	Iteration 22Q: 3 clusters Score -653833.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -653834.062500 Penalty: 4208.499023
	Iteration 23Q: 3 clusters Score -653834.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -653834.062500 Penalty: 4208.499023
	Iteration 24F: 3 clusters Score -653834.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Entering Unmasked Estep 
Score: -1501886.500000 Penalty: 2313.859131
	Iteration 0F: 2 clusters Score -1501886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1493420.125000 Penalty: 4627.718262
	Iteration 0F: 3 clusters Score -1493420 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1496117.875000 Penalty: 4627.718262
	Iteration 1F: 3 clusters Score -1496118 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1496729.500000 Penalty: 4627.718262
	Iteration 2F: 3 clusters Score -1496730 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1497396.125000 Penalty: 4627.718262
	Iteration 3F: 3 clusters Score -1497396 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1498038.625000 Penalty: 4627.718262
	Iteration 4F: 3 clusters Score -1498039 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1498537.750000 Penalty: 4627.718262
	Iteration 5F: 3 clusters Score -1498538 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1498924.000000 Penalty: 4627.718262
	Iteration 6F: 3 clusters Score -1498924 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1499243.625000 Penalty: 4627.718262
	Iteration 7Q: 3 clusters Score -1499244 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1499498.375000 Penalty: 4627.718262
	Iteration 8Q: 3 clusters Score -1499498 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1499676.750000 Penalty: 4627.718262
	Iteration 9Q: 3 clusters Score -1499677 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1499801.125000 Penalty: 4627.718262
	Iteration 10Q: 3 clusters Score -1499801 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1499892.875000 Penalty: 4627.718262
	Iteration 11Q: 3 clusters Score -1499893 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1499941.125000 Penalty: 4627.718262
	Iteration 12Q: 3 clusters Score -1499941 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1499969.625000 Penalty: 4627.718262
	Iteration 13Q: 3 clusters Score -1499970 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1499993.875000 Penalty: 4627.718262
	Iteration 14Q: 3 clusters Score -1499994 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1500012.500000 Penalty: 4627.718262
	Iteration 15Q: 3 clusters Score -1500012 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1500033.000000 Penalty: 4627.718262
	Iteration 16Q: 3 clusters Score -1500033 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1500047.125000 Penalty: 4627.718262
	Iteration 17Q: 3 clusters Score -1500047 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1500054.875000 Penalty: 4627.718262
	Iteration 18Q: 3 clusters Score -1500055 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1500066.750000 Penalty: 4627.718262
	Iteration 19Q: 3 clusters Score -1500067 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1500071.875000 Penalty: 4627.718262
	Iteration 20F: 3 clusters Score -1500072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1500079.875000 Penalty: 4627.718262
	Iteration 21Q: 3 clusters Score -1500080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1500083.375000 Penalty: 4627.718262
	Iteration 22Q: 3 clusters Score -1500083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1500090.500000 Penalty: 4627.718262
	Iteration 23Q: 3 clusters Score -1500090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1500094.625000 Penalty: 4627.718262
	Iteration 24Q: 3 clusters Score -1500095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1500097.625000 Penalty: 4627.718262
	Iteration 25Q: 3 clusters Score -1500098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1500104.750000 Penalty: 4627.718262
	Iteration 26Q: 3 clusters Score -1500105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1500105.875000 Penalty: 4627.718262
	Iteration 27Q: 3 clusters Score -1500106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1500117.750000 Penalty: 4627.718262
	Iteration 28Q: 3 clusters Score -1500118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1500124.625000 Penalty: 4627.718262
	Iteration 29Q: 3 clusters Score -1500125 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1500131.125000 Penalty: 4627.718262
	Iteration 30Q: 3 clusters Score -1500131 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1500138.500000 Penalty: 4627.718262
	Iteration 31Q: 3 clusters Score -1500138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1500149.250000 Penalty: 4627.718262
	Iteration 32Q: 3 clusters Score -1500149 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1500161.500000 Penalty: 4627.718262
	Iteration 33Q: 3 clusters Score -1500162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1500178.125000 Penalty: 4627.718262
	Iteration 34Q: 3 clusters Score -1500178 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1500196.250000 Penalty: 4627.718262
	Iteration 35Q: 3 clusters Score -1500196 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1500216.875000 Penalty: 4627.718262
	Iteration 36Q: 3 clusters Score -1500217 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1500244.125000 Penalty: 4627.718262
	Iteration 37Q: 3 clusters Score -1500244 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1500261.250000 Penalty: 4627.718262
	Iteration 38Q: 3 clusters Score -1500261 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1500282.750000 Penalty: 4627.718262
	Iteration 39Q: 3 clusters Score -1500283 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1500311.000000 Penalty: 4627.718262
	Iteration 40F: 3 clusters Score -1500311 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1500331.500000 Penalty: 4627.718262
	Iteration 41Q: 3 clusters Score -1500332 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1500355.000000 Penalty: 4627.718262
	Iteration 42Q: 3 clusters Score -1500355 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1500375.875000 Penalty: 4627.718262
	Iteration 43Q: 3 clusters Score -1500376 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1500409.750000 Penalty: 4627.718262
	Iteration 44Q: 3 clusters Score -1500410 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1500441.500000 Penalty: 4627.718262
	Iteration 45Q: 3 clusters Score -1500442 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1500481.250000 Penalty: 4627.718262
	Iteration 46Q: 3 clusters Score -1500481 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1500507.500000 Penalty: 4627.718262
	Iteration 47Q: 3 clusters Score -1500508 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1500531.750000 Penalty: 4627.718262
	Iteration 48Q: 3 clusters Score -1500532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1500565.250000 Penalty: 4627.718262
	Iteration 49Q: 3 clusters Score -1500565 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1500583.750000 Penalty: 4627.718262
	Iteration 50Q: 3 clusters Score -1500584 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1500605.125000 Penalty: 4627.718262
	Iteration 51Q: 3 clusters Score -1500605 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1500611.125000 Penalty: 4627.718262
	Iteration 52Q: 3 clusters Score -1500611 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1500629.875000 Penalty: 4627.718262
	Iteration 53Q: 3 clusters Score -1500630 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1500639.625000 Penalty: 4627.718262
	Iteration 54Q: 3 clusters Score -1500640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1500649.625000 Penalty: 4627.718262
	Iteration 55Q: 3 clusters Score -1500650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1500661.875000 Penalty: 4627.718262
	Iteration 56Q: 3 clusters Score -1500662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1500674.250000 Penalty: 4627.718262
	Iteration 57Q: 3 clusters Score -1500674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1500685.875000 Penalty: 4627.718262
	Iteration 58Q: 3 clusters Score -1500686 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1500696.000000 Penalty: 4627.718262
	Iteration 59Q: 3 clusters Score -1500696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1500709.125000 Penalty: 4627.718262
	Iteration 60F: 3 clusters Score -1500709 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1500713.000000 Penalty: 4627.718262
	Iteration 61Q: 3 clusters Score -1500713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1500722.000000 Penalty: 4627.718262
	Iteration 62Q: 3 clusters Score -1500722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1500732.875000 Penalty: 4627.718262
	Iteration 63Q: 3 clusters Score -1500733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1500734.750000 Penalty: 4627.718262
	Iteration 64Q: 3 clusters Score -1500735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1500741.000000 Penalty: 4627.718262
	Iteration 65Q: 3 clusters Score -1500741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1500751.750000 Penalty: 4627.718262
	Iteration 66Q: 3 clusters Score -1500752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1500755.125000 Penalty: 4627.718262
	Iteration 67Q: 3 clusters Score -1500755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1500754.875000 Penalty: 4627.718262
	Iteration 68Q: 3 clusters Score -1500755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1500763.000000 Penalty: 4627.718262
	Iteration 69Q: 3 clusters Score -1500763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1500768.250000 Penalty: 4627.718262
	Iteration 70Q: 3 clusters Score -1500768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1500768.875000 Penalty: 4627.718262
	Iteration 71Q: 3 clusters Score -1500769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1500772.500000 Penalty: 4627.718262
	Iteration 72Q: 3 clusters Score -1500772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1500773.125000 Penalty: 4627.718262
	Iteration 73Q: 3 clusters Score -1500773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1500772.375000 Penalty: 4627.718262
	Iteration 74Q: 3 clusters Score -1500772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1500776.625000 Penalty: 4627.718262
	Iteration 75Q: 3 clusters Score -1500777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1500780.375000 Penalty: 4627.718262
	Iteration 76Q: 3 clusters Score -1500780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1500781.500000 Penalty: 4627.718262
	Iteration 77Q: 3 clusters Score -1500782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1500783.000000 Penalty: 4627.718262
	Iteration 78Q: 3 clusters Score -1500783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1500783.125000 Penalty: 4627.718262
	Iteration 79Q: 3 clusters Score -1500783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1500783.000000 Penalty: 4627.718262
	Iteration 80F: 3 clusters Score -1500783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1500783.125000 Penalty: 4627.718262
	Iteration 81Q: 3 clusters Score -1500783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1500785.125000 Penalty: 4627.718262
	Iteration 82Q: 3 clusters Score -1500785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1500786.250000 Penalty: 4627.718262
	Iteration 83Q: 3 clusters Score -1500786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1500786.000000 Penalty: 4627.718262
	Iteration 84Q: 3 clusters Score -1500786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1500786.375000 Penalty: 4627.718262
	Iteration 85Q: 3 clusters Score -1500786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1500787.750000 Penalty: 4627.718262
	Iteration 86Q: 3 clusters Score -1500788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1500788.375000 Penalty: 4627.718262
	Iteration 87Q: 3 clusters Score -1500788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1500788.375000 Penalty: 4627.718262
	Iteration 88F: 3 clusters Score -1500788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -180127.906250 Penalty: 1835.807983
	Iteration 0F: 2 clusters Score -180127.9 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 815 members 
Entering Unmasked Estep 
Score: -177915.406250 Penalty: 3671.615967
	Iteration 0F: 3 clusters Score -177915.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -178443.750000 Penalty: 3671.615967
	Iteration 1F: 3 clusters Score -178443.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -178694.953125 Penalty: 3671.615967
	Iteration 2F: 3 clusters Score -178695 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -178935.171875 Penalty: 3671.615967
	Iteration 3F: 3 clusters Score -178935.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -179129.703125 Penalty: 3671.615967
	Iteration 4F: 3 clusters Score -179129.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -179312.640625 Penalty: 3671.615967
	Iteration 5F: 3 clusters Score -179312.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -179436.328125 Penalty: 3671.615967
	Iteration 6Q: 3 clusters Score -179436.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -179504.703125 Penalty: 3671.615967
	Iteration 7Q: 3 clusters Score -179504.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -179536.703125 Penalty: 3671.615967
	Iteration 8Q: 3 clusters Score -179536.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -179565.796875 Penalty: 3671.615967
	Iteration 9Q: 3 clusters Score -179565.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -179586.671875 Penalty: 3671.615967
	Iteration 10Q: 3 clusters Score -179586.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -179611.921875 Penalty: 3671.615967
	Iteration 11Q: 3 clusters Score -179611.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -179631.500000 Penalty: 3671.615967
	Iteration 12Q: 3 clusters Score -179631.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -179655.625000 Penalty: 3671.615967
	Iteration 13Q: 3 clusters Score -179655.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -179672.359375 Penalty: 3671.615967
	Iteration 14Q: 3 clusters Score -179672.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -179680.453125 Penalty: 3671.615967
	Iteration 15Q: 3 clusters Score -179680.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -179686.796875 Penalty: 3671.615967
	Iteration 16Q: 3 clusters Score -179686.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -179698.125000 Penalty: 3671.615967
	Iteration 17Q: 3 clusters Score -179698.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -179713.203125 Penalty: 3671.615967
	Iteration 18Q: 3 clusters Score -179713.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -179717.343750 Penalty: 3671.615967
	Iteration 19Q: 3 clusters Score -179717.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -179722.468750 Penalty: 3671.615967
	Iteration 20F: 3 clusters Score -179722.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -179734.609375 Penalty: 3671.615967
	Iteration 21Q: 3 clusters Score -179734.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -179740.171875 Penalty: 3671.615967
	Iteration 22Q: 3 clusters Score -179740.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -179744.906250 Penalty: 3671.615967
	Iteration 23Q: 3 clusters Score -179744.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -179744.906250 Penalty: 3671.615967
	Iteration 24F: 3 clusters Score -179744.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Entering Unmasked Estep 
Score: -5193737.500000 Penalty: 2611.045410
	Iteration 0F: 2 clusters Score -5193738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -5168238.500000 Penalty: 5222.090820
	Iteration 0F: 3 clusters Score -5168238 nChanged 17092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -5177675.000000 Penalty: 5222.090820
	Iteration 1F: 3 clusters Score -5177675 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -5178423.500000 Penalty: 5222.090820
	Iteration 2F: 3 clusters Score -5178424 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -5179338.500000 Penalty: 5222.090820
	Iteration 3F: 3 clusters Score -5179338 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -5180579.500000 Penalty: 5222.090820
	Iteration 4F: 3 clusters Score -5180580 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -5182043.000000 Penalty: 5222.090820
	Iteration 5F: 3 clusters Score -5182043 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -5183684.500000 Penalty: 5222.090820
	Iteration 6F: 3 clusters Score -5183684 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -5185239.000000 Penalty: 5222.090820
	Iteration 7F: 3 clusters Score -5185239 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -5186541.000000 Penalty: 5222.090820
	Iteration 8F: 3 clusters Score -5186541 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -5187648.000000 Penalty: 5222.090820
	Iteration 9Q: 3 clusters Score -5187648 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -5188514.500000 Penalty: 5222.090820
	Iteration 10Q: 3 clusters Score -5188514 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -5189251.500000 Penalty: 5222.090820
	Iteration 11Q: 3 clusters Score -5189252 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -5189850.000000 Penalty: 5222.090820
	Iteration 12Q: 3 clusters Score -5189850 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -5190286.000000 Penalty: 5222.090820
	Iteration 13Q: 3 clusters Score -5190286 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5190593.000000 Penalty: 5222.090820
	Iteration 14Q: 3 clusters Score -5190593 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5190857.500000 Penalty: 5222.090820
	Iteration 15Q: 3 clusters Score -5190858 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5191041.500000 Penalty: 5222.090820
	Iteration 16Q: 3 clusters Score -5191042 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5191153.000000 Penalty: 5222.090820
	Iteration 17Q: 3 clusters Score -5191153 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5191238.500000 Penalty: 5222.090820
	Iteration 18Q: 3 clusters Score -5191238 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5191312.000000 Penalty: 5222.090820
	Iteration 19Q: 3 clusters Score -5191312 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5191387.000000 Penalty: 5222.090820
	Iteration 20F: 3 clusters Score -5191387 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5191444.000000 Penalty: 5222.090820
	Iteration 21Q: 3 clusters Score -5191444 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5191486.000000 Penalty: 5222.090820
	Iteration 22Q: 3 clusters Score -5191486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5191502.500000 Penalty: 5222.090820
	Iteration 23Q: 3 clusters Score -5191502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5191531.000000 Penalty: 5222.090820
	Iteration 24Q: 3 clusters Score -5191531 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5191548.000000 Penalty: 5222.090820
	Iteration 25Q: 3 clusters Score -5191548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5191574.000000 Penalty: 5222.090820
	Iteration 26Q: 3 clusters Score -5191574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5191592.000000 Penalty: 5222.090820
	Iteration 27Q: 3 clusters Score -5191592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5191601.000000 Penalty: 5222.090820
	Iteration 28Q: 3 clusters Score -5191601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5191616.000000 Penalty: 5222.090820
	Iteration 29Q: 3 clusters Score -5191616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5191629.500000 Penalty: 5222.090820
	Iteration 30Q: 3 clusters Score -5191630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5191638.000000 Penalty: 5222.090820
	Iteration 31Q: 3 clusters Score -5191638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5191654.500000 Penalty: 5222.090820
	Iteration 32Q: 3 clusters Score -5191654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5191665.500000 Penalty: 5222.090820
	Iteration 33Q: 3 clusters Score -5191666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5191670.000000 Penalty: 5222.090820
	Iteration 34Q: 3 clusters Score -5191670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5191674.500000 Penalty: 5222.090820
	Iteration 35Q: 3 clusters Score -5191674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5191680.000000 Penalty: 5222.090820
	Iteration 36Q: 3 clusters Score -5191680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5191688.500000 Penalty: 5222.090820
	Iteration 37Q: 3 clusters Score -5191688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5191693.500000 Penalty: 5222.090820
	Iteration 38Q: 3 clusters Score -5191694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5191686.500000 Penalty: 5222.090820
	Iteration 39Q: 3 clusters Score -5191686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5191690.500000 Penalty: 5222.090820
	Iteration 40F: 3 clusters Score -5191690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5191689.000000 Penalty: 5222.090820
	Iteration 41Q: 3 clusters Score -5191689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5191694.000000 Penalty: 5222.090820
	Iteration 42Q: 3 clusters Score -5191694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5191692.500000 Penalty: 5222.090820
	Iteration 43Q: 3 clusters Score -5191692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5191694.500000 Penalty: 5222.090820
	Iteration 44Q: 3 clusters Score -5191694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5191698.500000 Penalty: 5222.090820
	Iteration 45Q: 3 clusters Score -5191698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5191701.500000 Penalty: 5222.090820
	Iteration 46Q: 3 clusters Score -5191702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5191701.000000 Penalty: 5222.090820
	Iteration 47Q: 3 clusters Score -5191701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5191701.000000 Penalty: 5222.090820
	Iteration 48F: 3 clusters Score -5191701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Entering Unmasked Estep 
Score: -1245711.625000 Penalty: 2267.416992
	Iteration 0F: 2 clusters Score -1245712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1238516.000000 Penalty: 4534.833984
	Iteration 0F: 3 clusters Score -1238516 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1240610.500000 Penalty: 4534.833984
	Iteration 1F: 3 clusters Score -1240610 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1241006.875000 Penalty: 4534.833984
	Iteration 2F: 3 clusters Score -1241007 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1241355.125000 Penalty: 4534.833984
	Iteration 3F: 3 clusters Score -1241355 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1241636.875000 Penalty: 4534.833984
	Iteration 4F: 3 clusters Score -1241637 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1241846.125000 Penalty: 4534.833984
	Iteration 5Q: 3 clusters Score -1241846 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1242027.625000 Penalty: 4534.833984
	Iteration 6Q: 3 clusters Score -1242028 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1242186.625000 Penalty: 4534.833984
	Iteration 7Q: 3 clusters Score -1242187 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1242331.250000 Penalty: 4534.833984
	Iteration 8Q: 3 clusters Score -1242331 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1242468.000000 Penalty: 4534.833984
	Iteration 9Q: 3 clusters Score -1242468 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1242614.375000 Penalty: 4534.833984
	Iteration 10Q: 3 clusters Score -1242614 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1242750.000000 Penalty: 4534.833984
	Iteration 11Q: 3 clusters Score -1242750 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1242836.500000 Penalty: 4534.833984
	Iteration 12Q: 3 clusters Score -1242836 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1242894.625000 Penalty: 4534.833984
	Iteration 13Q: 3 clusters Score -1242895 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1242943.625000 Penalty: 4534.833984
	Iteration 14Q: 3 clusters Score -1242944 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1242987.750000 Penalty: 4534.833984
	Iteration 15Q: 3 clusters Score -1242988 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1243021.125000 Penalty: 4534.833984
	Iteration 16Q: 3 clusters Score -1243021 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1243057.375000 Penalty: 4534.833984
	Iteration 17Q: 3 clusters Score -1243057 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1243097.000000 Penalty: 4534.833984
	Iteration 18Q: 3 clusters Score -1243097 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1243128.125000 Penalty: 4534.833984
	Iteration 19Q: 3 clusters Score -1243128 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1243168.125000 Penalty: 4534.833984
	Iteration 20F: 3 clusters Score -1243168 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1243198.500000 Penalty: 4534.833984
	Iteration 21Q: 3 clusters Score -1243198 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1243227.000000 Penalty: 4534.833984
	Iteration 22Q: 3 clusters Score -1243227 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1243248.375000 Penalty: 4534.833984
	Iteration 23Q: 3 clusters Score -1243248 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1243266.250000 Penalty: 4534.833984
	Iteration 24Q: 3 clusters Score -1243266 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1243291.750000 Penalty: 4534.833984
	Iteration 25Q: 3 clusters Score -1243292 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1243318.125000 Penalty: 4534.833984
	Iteration 26Q: 3 clusters Score -1243318 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1243341.250000 Penalty: 4534.833984
	Iteration 27Q: 3 clusters Score -1243341 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1243362.125000 Penalty: 4534.833984
	Iteration 28Q: 3 clusters Score -1243362 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1243380.875000 Penalty: 4534.833984
	Iteration 29Q: 3 clusters Score -1243381 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1243400.250000 Penalty: 4534.833984
	Iteration 30Q: 3 clusters Score -1243400 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1243421.625000 Penalty: 4534.833984
	Iteration 31Q: 3 clusters Score -1243422 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1243438.750000 Penalty: 4534.833984
	Iteration 32Q: 3 clusters Score -1243439 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1243452.875000 Penalty: 4534.833984
	Iteration 33Q: 3 clusters Score -1243453 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1243465.750000 Penalty: 4534.833984
	Iteration 34Q: 3 clusters Score -1243466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1243478.125000 Penalty: 4534.833984
	Iteration 35Q: 3 clusters Score -1243478 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1243490.375000 Penalty: 4534.833984
	Iteration 36Q: 3 clusters Score -1243490 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1243498.500000 Penalty: 4534.833984
	Iteration 37Q: 3 clusters Score -1243498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1243509.375000 Penalty: 4534.833984
	Iteration 38Q: 3 clusters Score -1243509 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1243528.875000 Penalty: 4534.833984
	Iteration 39Q: 3 clusters Score -1243529 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1243543.625000 Penalty: 4534.833984
	Iteration 40F: 3 clusters Score -1243544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1243556.250000 Penalty: 4534.833984
	Iteration 41Q: 3 clusters Score -1243556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1243571.625000 Penalty: 4534.833984
	Iteration 42Q: 3 clusters Score -1243572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1243580.250000 Penalty: 4534.833984
	Iteration 43Q: 3 clusters Score -1243580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1243593.500000 Penalty: 4534.833984
	Iteration 44Q: 3 clusters Score -1243594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1243600.250000 Penalty: 4534.833984
	Iteration 45Q: 3 clusters Score -1243600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1243605.125000 Penalty: 4534.833984
	Iteration 46Q: 3 clusters Score -1243605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1243610.375000 Penalty: 4534.833984
	Iteration 47Q: 3 clusters Score -1243610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1243617.000000 Penalty: 4534.833984
	Iteration 48Q: 3 clusters Score -1243617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1243624.875000 Penalty: 4534.833984
	Iteration 49Q: 3 clusters Score -1243625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1243635.500000 Penalty: 4534.833984
	Iteration 50Q: 3 clusters Score -1243636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1243640.375000 Penalty: 4534.833984
	Iteration 51Q: 3 clusters Score -1243640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1243641.750000 Penalty: 4534.833984
	Iteration 52Q: 3 clusters Score -1243642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1243648.000000 Penalty: 4534.833984
	Iteration 53Q: 3 clusters Score -1243648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1243650.000000 Penalty: 4534.833984
	Iteration 54Q: 3 clusters Score -1243650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1243648.000000 Penalty: 4534.833984
	Iteration 55Q: 3 clusters Score -1243648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1243650.875000 Penalty: 4534.833984
	Iteration 56Q: 3 clusters Score -1243651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1243654.500000 Penalty: 4534.833984
	Iteration 57Q: 3 clusters Score -1243654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1243657.250000 Penalty: 4534.833984
	Iteration 58Q: 3 clusters Score -1243657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1243658.375000 Penalty: 4534.833984
	Iteration 59Q: 3 clusters Score -1243658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1243661.875000 Penalty: 4534.833984
	Iteration 60F: 3 clusters Score -1243662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1243665.875000 Penalty: 4534.833984
	Iteration 61Q: 3 clusters Score -1243666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1243672.875000 Penalty: 4534.833984
	Iteration 62Q: 3 clusters Score -1243673 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1243681.125000 Penalty: 4534.833984
	Iteration 63Q: 3 clusters Score -1243681 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1243691.875000 Penalty: 4534.833984
	Iteration 64Q: 3 clusters Score -1243692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1243704.625000 Penalty: 4534.833984
	Iteration 65Q: 3 clusters Score -1243705 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1243720.500000 Penalty: 4534.833984
	Iteration 66Q: 3 clusters Score -1243720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1243736.875000 Penalty: 4534.833984
	Iteration 67Q: 3 clusters Score -1243737 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1243753.625000 Penalty: 4534.833984
	Iteration 68Q: 3 clusters Score -1243754 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1243762.125000 Penalty: 4534.833984
	Iteration 69Q: 3 clusters Score -1243762 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1243785.375000 Penalty: 4534.833984
	Iteration 70Q: 3 clusters Score -1243785 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1243801.375000 Penalty: 4534.833984
	Iteration 71Q: 3 clusters Score -1243801 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1243818.375000 Penalty: 4534.833984
	Iteration 72Q: 3 clusters Score -1243818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1243833.250000 Penalty: 4534.833984
	Iteration 73Q: 3 clusters Score -1243833 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1243849.125000 Penalty: 4534.833984
	Iteration 74Q: 3 clusters Score -1243849 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1243857.500000 Penalty: 4534.833984
	Iteration 75Q: 3 clusters Score -1243858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1243873.375000 Penalty: 4534.833984
	Iteration 76Q: 3 clusters Score -1243873 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1243894.750000 Penalty: 4534.833984
	Iteration 77Q: 3 clusters Score -1243895 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1243908.625000 Penalty: 4534.833984
	Iteration 78Q: 3 clusters Score -1243909 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1243919.000000 Penalty: 4534.833984
	Iteration 79Q: 3 clusters Score -1243919 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1243939.500000 Penalty: 4534.833984
	Iteration 80F: 3 clusters Score -1243940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1243950.500000 Penalty: 4534.833984
	Iteration 81Q: 3 clusters Score -1243950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1243964.375000 Penalty: 4534.833984
	Iteration 82Q: 3 clusters Score -1243964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1243970.000000 Penalty: 4534.833984
	Iteration 83Q: 3 clusters Score -1243970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1243975.000000 Penalty: 4534.833984
	Iteration 84Q: 3 clusters Score -1243975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1243976.125000 Penalty: 4534.833984
	Iteration 85Q: 3 clusters Score -1243976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1243979.750000 Penalty: 4534.833984
	Iteration 86Q: 3 clusters Score -1243980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1243983.750000 Penalty: 4534.833984
	Iteration 87Q: 3 clusters Score -1243984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1243987.375000 Penalty: 4534.833984
	Iteration 88Q: 3 clusters Score -1243987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1243990.125000 Penalty: 4534.833984
	Iteration 89Q: 3 clusters Score -1243990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1243991.500000 Penalty: 4534.833984
	Iteration 90Q: 3 clusters Score -1243992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1243995.500000 Penalty: 4534.833984
	Iteration 91Q: 3 clusters Score -1243996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1243996.875000 Penalty: 4534.833984
	Iteration 92Q: 3 clusters Score -1243997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1244001.125000 Penalty: 4534.833984
	Iteration 93Q: 3 clusters Score -1244001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1244003.500000 Penalty: 4534.833984
	Iteration 94Q: 3 clusters Score -1244004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1244008.250000 Penalty: 4534.833984
	Iteration 95Q: 3 clusters Score -1244008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1244010.250000 Penalty: 4534.833984
	Iteration 96Q: 3 clusters Score -1244010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1244013.500000 Penalty: 4534.833984
	Iteration 97Q: 3 clusters Score -1244014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1244012.875000 Penalty: 4534.833984
	Iteration 98Q: 3 clusters Score -1244013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1244013.375000 Penalty: 4534.833984
	Iteration 99Q: 3 clusters Score -1244013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1244017.625000 Penalty: 4534.833984
	Iteration 100F: 3 clusters Score -1244018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1244020.625000 Penalty: 4534.833984
	Iteration 101Q: 3 clusters Score -1244021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1244021.500000 Penalty: 4534.833984
	Iteration 102Q: 3 clusters Score -1244022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1244023.250000 Penalty: 4534.833984
	Iteration 103Q: 3 clusters Score -1244023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1244023.875000 Penalty: 4534.833984
	Iteration 104Q: 3 clusters Score -1244024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1244023.625000 Penalty: 4534.833984
	Iteration 105Q: 3 clusters Score -1244024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1244026.750000 Penalty: 4534.833984
	Iteration 106Q: 3 clusters Score -1244027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1244028.125000 Penalty: 4534.833984
	Iteration 107Q: 3 clusters Score -1244028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1244028.625000 Penalty: 4534.833984
	Iteration 108Q: 3 clusters Score -1244029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1244027.750000 Penalty: 4534.833984
	Iteration 109Q: 3 clusters Score -1244028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1244027.625000 Penalty: 4534.833984
	Iteration 110Q: 3 clusters Score -1244028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1244027.500000 Penalty: 4534.833984
	Iteration 111Q: 3 clusters Score -1244028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1244028.375000 Penalty: 4534.833984
	Iteration 112Q: 3 clusters Score -1244028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1244026.625000 Penalty: 4534.833984
	Iteration 113Q: 3 clusters Score -1244027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1244028.000000 Penalty: 4534.833984
	Iteration 114Q: 3 clusters Score -1244028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1244029.375000 Penalty: 4534.833984
	Iteration 115Q: 3 clusters Score -1244029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1244032.125000 Penalty: 4534.833984
	Iteration 116Q: 3 clusters Score -1244032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1244036.000000 Penalty: 4534.833984
	Iteration 117Q: 3 clusters Score -1244036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1244038.000000 Penalty: 4534.833984
	Iteration 118Q: 3 clusters Score -1244038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1244041.125000 Penalty: 4534.833984
	Iteration 119Q: 3 clusters Score -1244041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1244043.750000 Penalty: 4534.833984
	Iteration 120F: 3 clusters Score -1244044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1244045.500000 Penalty: 4534.833984
	Iteration 121Q: 3 clusters Score -1244046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1244045.000000 Penalty: 4534.833984
	Iteration 122Q: 3 clusters Score -1244045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1244044.625000 Penalty: 4534.833984
	Iteration 123Q: 3 clusters Score -1244045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1244047.875000 Penalty: 4534.833984
	Iteration 124Q: 3 clusters Score -1244048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1244048.250000 Penalty: 4534.833984
	Iteration 125Q: 3 clusters Score -1244048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1244047.875000 Penalty: 4534.833984
	Iteration 126Q: 3 clusters Score -1244048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1244047.875000 Penalty: 4534.833984
	Iteration 127F: 3 clusters Score -1244048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Entering Unmasked Estep 
Score: -274443.468750 Penalty: 1886.260620
	Iteration 0F: 2 clusters Score -274443.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -271776.031250 Penalty: 3772.521240
	Iteration 0F: 3 clusters Score -271776 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -272259.625000 Penalty: 3772.521240
	Iteration 1F: 3 clusters Score -272259.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -272413.468750 Penalty: 3772.521240
	Iteration 2F: 3 clusters Score -272413.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -272504.531250 Penalty: 3772.521240
	Iteration 3Q: 3 clusters Score -272504.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -272574.593750 Penalty: 3772.521240
	Iteration 4Q: 3 clusters Score -272574.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -272668.625000 Penalty: 3772.521240
	Iteration 5Q: 3 clusters Score -272668.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -272777.781250 Penalty: 3772.521240
	Iteration 6Q: 3 clusters Score -272777.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -272914.375000 Penalty: 3772.521240
	Iteration 7Q: 3 clusters Score -272914.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -273014.812500 Penalty: 3772.521240
	Iteration 8Q: 3 clusters Score -273014.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -273091.656250 Penalty: 3772.521240
	Iteration 9Q: 3 clusters Score -273091.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -273142.906250 Penalty: 3772.521240
	Iteration 10Q: 3 clusters Score -273142.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -273175.562500 Penalty: 3772.521240
	Iteration 11Q: 3 clusters Score -273175.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -273208.406250 Penalty: 3772.521240
	Iteration 12Q: 3 clusters Score -273208.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -273230.625000 Penalty: 3772.521240
	Iteration 13Q: 3 clusters Score -273230.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -273247.750000 Penalty: 3772.521240
	Iteration 14Q: 3 clusters Score -273247.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -273267.312500 Penalty: 3772.521240
	Iteration 15Q: 3 clusters Score -273267.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -273280.250000 Penalty: 3772.521240
	Iteration 16Q: 3 clusters Score -273280.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -273290.468750 Penalty: 3772.521240
	Iteration 17Q: 3 clusters Score -273290.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -273300.343750 Penalty: 3772.521240
	Iteration 18Q: 3 clusters Score -273300.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -273314.937500 Penalty: 3772.521240
	Iteration 19Q: 3 clusters Score -273314.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -273325.781250 Penalty: 3772.521240
	Iteration 20F: 3 clusters Score -273325.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -273331.687500 Penalty: 3772.521240
	Iteration 21Q: 3 clusters Score -273331.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -273333.937500 Penalty: 3772.521240
	Iteration 22Q: 3 clusters Score -273333.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -273337.906250 Penalty: 3772.521240
	Iteration 23Q: 3 clusters Score -273337.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -273342.125000 Penalty: 3772.521240
	Iteration 24Q: 3 clusters Score -273342.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -273345.906250 Penalty: 3772.521240
	Iteration 25Q: 3 clusters Score -273345.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -273351.875000 Penalty: 3772.521240
	Iteration 26Q: 3 clusters Score -273351.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -273353.375000 Penalty: 3772.521240
	Iteration 27Q: 3 clusters Score -273353.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -273355.031250 Penalty: 3772.521240
	Iteration 28Q: 3 clusters Score -273355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -273358.343750 Penalty: 3772.521240
	Iteration 29Q: 3 clusters Score -273358.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -273358.343750 Penalty: 3772.521240
	Iteration 30F: 3 clusters Score -273358.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (167192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167192 members 
Entering Unmasked Estep 
Score: -22857444.000000 Penalty: 2982.670898
	Iteration 0F: 2 clusters Score -2.285744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83662 members 
Mstep: Class 2 contains 83530 members 
Entering Unmasked Estep 
Score: -22745424.000000 Penalty: 5965.341797
	Iteration 0F: 3 clusters Score -2.274542e+07 nChanged 80030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83268 members 
Mstep: Class 2 contains 83924 members 
Entering Unmasked Estep 
Score: -22791640.000000 Penalty: 5965.341797
	Iteration 1F: 3 clusters Score -2.279164e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83183 members 
Mstep: Class 2 contains 84009 members 
Entering Unmasked Estep 
Score: -22792572.000000 Penalty: 5965.341797
	Iteration 2Q: 3 clusters Score -2.279257e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82932 members 
Mstep: Class 2 contains 84260 members 
Entering Unmasked Estep 
Score: -22793534.000000 Penalty: 5965.341797
	Iteration 3Q: 3 clusters Score -2.279353e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
Score: -22794766.000000 Penalty: 5965.341797
	Iteration 4Q: 3 clusters Score -2.279477e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82060 members 
Mstep: Class 2 contains 85132 members 
Entering Unmasked Estep 
Score: -22796290.000000 Penalty: 5965.341797
	Iteration 5Q: 3 clusters Score -2.279629e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81494 members 
Mstep: Class 2 contains 85698 members 
Entering Unmasked Estep 
Score: -22797946.000000 Penalty: 5965.341797
	Iteration 6Q: 3 clusters Score -2.279795e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80840 members 
Mstep: Class 2 contains 86352 members 
Entering Unmasked Estep 
Score: -22800512.000000 Penalty: 5965.341797
	Iteration 7Q: 3 clusters Score -2.280051e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80042 members 
Mstep: Class 2 contains 87150 members 
Entering Unmasked Estep 
Score: -22804226.000000 Penalty: 5965.341797
	Iteration 8Q: 3 clusters Score -2.280423e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79316 members 
Mstep: Class 2 contains 87876 members 
Entering Unmasked Estep 
Score: -22809390.000000 Penalty: 5965.341797
	Iteration 9F: 3 clusters Score -2.280939e+07 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 88273 members 
Entering Unmasked Estep 
Score: -22815990.000000 Penalty: 5965.341797
	Iteration 10F: 3 clusters Score -2.281599e+07 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79029 members 
Mstep: Class 2 contains 88163 members 
Entering Unmasked Estep 
Score: -22821958.000000 Penalty: 5965.341797
	Iteration 11F: 3 clusters Score -2.282196e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79318 members 
Mstep: Class 2 contains 87874 members 
Entering Unmasked Estep 
Score: -22825172.000000 Penalty: 5965.341797
	Iteration 12Q: 3 clusters Score -2.282517e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79676 members 
Mstep: Class 2 contains 87516 members 
Entering Unmasked Estep 
Score: -22825952.000000 Penalty: 5965.341797
	Iteration 13Q: 3 clusters Score -2.282595e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 87188 members 
Entering Unmasked Estep 
Score: -22826356.000000 Penalty: 5965.341797
	Iteration 14Q: 3 clusters Score -2.282636e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 86926 members 
Entering Unmasked Estep 
Score: -22826472.000000 Penalty: 5965.341797
	Iteration 15Q: 3 clusters Score -2.282647e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80545 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -22826518.000000 Penalty: 5965.341797
	Iteration 16Q: 3 clusters Score -2.282652e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80828 members 
Mstep: Class 2 contains 86364 members 
Entering Unmasked Estep 
Score: -22826564.000000 Penalty: 5965.341797
	Iteration 17Q: 3 clusters Score -2.282656e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81158 members 
Mstep: Class 2 contains 86034 members 
Entering Unmasked Estep 
Score: -22826632.000000 Penalty: 5965.341797
	Iteration 18Q: 3 clusters Score -2.282663e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81466 members 
Mstep: Class 2 contains 85726 members 
Entering Unmasked Estep 
Score: -22826748.000000 Penalty: 5965.341797
	Iteration 19Q: 3 clusters Score -2.282675e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81819 members 
Mstep: Class 2 contains 85373 members 
Entering Unmasked Estep 
Score: -22826804.000000 Penalty: 5965.341797
	Iteration 20F: 3 clusters Score -2.28268e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82171 members 
Mstep: Class 2 contains 85021 members 
Entering Unmasked Estep 
Score: -22826856.000000 Penalty: 5965.341797
	Iteration 21Q: 3 clusters Score -2.282686e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 84662 members 
Entering Unmasked Estep 
Score: -22826886.000000 Penalty: 5965.341797
	Iteration 22Q: 3 clusters Score -2.282689e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82918 members 
Mstep: Class 2 contains 84274 members 
Entering Unmasked Estep 
Score: -22826926.000000 Penalty: 5965.341797
	Iteration 23Q: 3 clusters Score -2.282693e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83356 members 
Mstep: Class 2 contains 83836 members 
Entering Unmasked Estep 
Score: -22826974.000000 Penalty: 5965.341797
	Iteration 24Q: 3 clusters Score -2.282697e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83813 members 
Mstep: Class 2 contains 83379 members 
Entering Unmasked Estep 
Score: -22827062.000000 Penalty: 5965.341797
	Iteration 25Q: 3 clusters Score -2.282706e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84217 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
Score: -22827186.000000 Penalty: 5965.341797
	Iteration 26Q: 3 clusters Score -2.282719e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84673 members 
Mstep: Class 2 contains 82519 members 
Entering Unmasked Estep 
Score: -22827334.000000 Penalty: 5965.341797
	Iteration 27Q: 3 clusters Score -2.282733e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85174 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -22827412.000000 Penalty: 5965.341797
	Iteration 28Q: 3 clusters Score -2.282741e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85691 members 
Mstep: Class 2 contains 81501 members 
Entering Unmasked Estep 
Score: -22827494.000000 Penalty: 5965.341797
	Iteration 29Q: 3 clusters Score -2.282749e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 80987 members 
Entering Unmasked Estep 
Score: -22827498.000000 Penalty: 5965.341797
	Iteration 30Q: 3 clusters Score -2.28275e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86741 members 
Mstep: Class 2 contains 80451 members 
Entering Unmasked Estep 
Score: -22827534.000000 Penalty: 5965.341797
	Iteration 31Q: 3 clusters Score -2.282753e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87283 members 
Mstep: Class 2 contains 79909 members 
Entering Unmasked Estep 
Score: -22827730.000000 Penalty: 5965.341797
	Iteration 32Q: 3 clusters Score -2.282773e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87878 members 
Mstep: Class 2 contains 79314 members 
Entering Unmasked Estep 
Score: -22827760.000000 Penalty: 5965.341797
	Iteration 33Q: 3 clusters Score -2.282776e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88516 members 
Mstep: Class 2 contains 78676 members 
Entering Unmasked Estep 
Score: -22827828.000000 Penalty: 5965.341797
	Iteration 34Q: 3 clusters Score -2.282783e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89137 members 
Mstep: Class 2 contains 78055 members 
Entering Unmasked Estep 
Score: -22827944.000000 Penalty: 5965.341797
	Iteration 35Q: 3 clusters Score -2.282794e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89797 members 
Mstep: Class 2 contains 77395 members 
Entering Unmasked Estep 
Score: -22828102.000000 Penalty: 5965.341797
	Iteration 36Q: 3 clusters Score -2.28281e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90534 members 
Mstep: Class 2 contains 76658 members 
Entering Unmasked Estep 
Score: -22828164.000000 Penalty: 5965.341797
	Iteration 37Q: 3 clusters Score -2.282816e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -22828174.000000 Penalty: 5965.341797
	Iteration 38Q: 3 clusters Score -2.282817e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92127 members 
Mstep: Class 2 contains 75065 members 
Entering Unmasked Estep 
Score: -22828350.000000 Penalty: 5965.341797
	Iteration 39Q: 3 clusters Score -2.282835e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92971 members 
Mstep: Class 2 contains 74221 members 
Entering Unmasked Estep 
Score: -22828312.000000 Penalty: 5965.341797
	Iteration 40F: 3 clusters Score -2.282831e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93941 members 
Mstep: Class 2 contains 73251 members 
Entering Unmasked Estep 
Score: -22828398.000000 Penalty: 5965.341797
	Iteration 41Q: 3 clusters Score -2.28284e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95017 members 
Mstep: Class 2 contains 72175 members 
Entering Unmasked Estep 
Score: -22828506.000000 Penalty: 5965.341797
	Iteration 42Q: 3 clusters Score -2.282851e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96217 members 
Mstep: Class 2 contains 70975 members 
Entering Unmasked Estep 
Score: -22828686.000000 Penalty: 5965.341797
	Iteration 43Q: 3 clusters Score -2.282869e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97520 members 
Mstep: Class 2 contains 69672 members 
Entering Unmasked Estep 
Score: -22828884.000000 Penalty: 5965.341797
	Iteration 44Q: 3 clusters Score -2.282888e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98982 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -22829210.000000 Penalty: 5965.341797
	Iteration 45Q: 3 clusters Score -2.282921e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100494 members 
Mstep: Class 2 contains 66698 members 
Entering Unmasked Estep 
Score: -22829366.000000 Penalty: 5965.341797
	Iteration 46Q: 3 clusters Score -2.282937e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102144 members 
Mstep: Class 2 contains 65048 members 
Entering Unmasked Estep 
Score: -22829728.000000 Penalty: 5965.341797
	Iteration 47Q: 3 clusters Score -2.282973e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103875 members 
Mstep: Class 2 contains 63317 members 
Entering Unmasked Estep 
Score: -22830040.000000 Penalty: 5965.341797
	Iteration 48Q: 3 clusters Score -2.283004e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105680 members 
Mstep: Class 2 contains 61512 members 
Entering Unmasked Estep 
Score: -22830554.000000 Penalty: 5965.341797
	Iteration 49Q: 3 clusters Score -2.283055e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107608 members 
Mstep: Class 2 contains 59584 members 
Entering Unmasked Estep 
Score: -22830952.000000 Penalty: 5965.341797
	Iteration 50Q: 3 clusters Score -2.283095e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109652 members 
Mstep: Class 2 contains 57540 members 
Entering Unmasked Estep 
Score: -22831420.000000 Penalty: 5965.341797
	Iteration 51Q: 3 clusters Score -2.283142e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111897 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -22831974.000000 Penalty: 5965.341797
	Iteration 52Q: 3 clusters Score -2.283197e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114231 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -22832476.000000 Penalty: 5965.341797
	Iteration 53Q: 3 clusters Score -2.283248e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116725 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -22833146.000000 Penalty: 5965.341797
	Iteration 54Q: 3 clusters Score -2.283315e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119319 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -22833892.000000 Penalty: 5965.341797
	Iteration 55Q: 3 clusters Score -2.283389e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121994 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -22834742.000000 Penalty: 5965.341797
	Iteration 56Q: 3 clusters Score -2.283474e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124709 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -22835514.000000 Penalty: 5965.341797
	Iteration 57Q: 3 clusters Score -2.283551e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127536 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -22836174.000000 Penalty: 5965.341797
	Iteration 58Q: 3 clusters Score -2.283617e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130396 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -22837132.000000 Penalty: 5965.341797
	Iteration 59Q: 3 clusters Score -2.283713e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133376 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -22838068.000000 Penalty: 5965.341797
	Iteration 60F: 3 clusters Score -2.283807e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136450 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -22839322.000000 Penalty: 5965.341797
	Iteration 61Q: 3 clusters Score -2.283932e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139546 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -22840598.000000 Penalty: 5965.341797
	Iteration 62Q: 3 clusters Score -2.28406e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142785 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -22842048.000000 Penalty: 5965.341797
	Iteration 63Q: 3 clusters Score -2.284205e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145983 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -22843490.000000 Penalty: 5965.341797
	Iteration 64Q: 3 clusters Score -2.284349e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149100 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -22844982.000000 Penalty: 5965.341797
	Iteration 65Q: 3 clusters Score -2.284498e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152068 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -22846568.000000 Penalty: 5965.341797
	Iteration 66Q: 3 clusters Score -2.284657e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154847 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -22848030.000000 Penalty: 5965.341797
	Iteration 67Q: 3 clusters Score -2.284803e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157323 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -22849488.000000 Penalty: 5965.341797
	Iteration 68Q: 3 clusters Score -2.284949e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159473 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -22850726.000000 Penalty: 5965.341797
	Iteration 69Q: 3 clusters Score -2.285073e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161337 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -22851944.000000 Penalty: 5965.341797
	Iteration 70Q: 3 clusters Score -2.285194e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162831 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -22852776.000000 Penalty: 5965.341797
	Iteration 71Q: 3 clusters Score -2.285278e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163987 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -22853478.000000 Penalty: 5965.341797
	Iteration 72Q: 3 clusters Score -2.285348e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164804 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -22854036.000000 Penalty: 5965.341797
	Iteration 73Q: 3 clusters Score -2.285404e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165369 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -22854392.000000 Penalty: 5965.341797
	Iteration 74Q: 3 clusters Score -2.285439e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165707 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -22854610.000000 Penalty: 5965.341797
	Iteration 75Q: 3 clusters Score -2.285461e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165908 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -22854760.000000 Penalty: 5965.341797
	Iteration 76Q: 3 clusters Score -2.285476e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166029 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -22854814.000000 Penalty: 5965.341797
	Iteration 77Q: 3 clusters Score -2.285481e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166112 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -22854868.000000 Penalty: 5965.341797
	Iteration 78Q: 3 clusters Score -2.285487e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166175 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -22854916.000000 Penalty: 5965.341797
	Iteration 79Q: 3 clusters Score -2.285492e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166208 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -22854938.000000 Penalty: 5965.341797
	Iteration 80F: 3 clusters Score -2.285494e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166244 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -22854954.000000 Penalty: 5965.341797
	Iteration 81Q: 3 clusters Score -2.285495e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166277 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -22854952.000000 Penalty: 5965.341797
	Iteration 82Q: 3 clusters Score -2.285495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166295 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -22855000.000000 Penalty: 5965.341797
	Iteration 83Q: 3 clusters Score -2.2855e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166312 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -22855016.000000 Penalty: 5965.341797
	Iteration 84Q: 3 clusters Score -2.285502e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166317 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -22854984.000000 Penalty: 5965.341797
	Iteration 85Q: 3 clusters Score -2.285498e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166326 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -22855000.000000 Penalty: 5965.341797
	Iteration 86Q: 3 clusters Score -2.2855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166330 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -22854998.000000 Penalty: 5965.341797
	Iteration 87Q: 3 clusters Score -2.2855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166339 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -22855010.000000 Penalty: 5965.341797
	Iteration 88Q: 3 clusters Score -2.285501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166342 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -22855018.000000 Penalty: 5965.341797
	Iteration 89Q: 3 clusters Score -2.285502e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166351 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -22855028.000000 Penalty: 5965.341797
	Iteration 90Q: 3 clusters Score -2.285503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166358 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -22855036.000000 Penalty: 5965.341797
	Iteration 91Q: 3 clusters Score -2.285504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166359 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -22855044.000000 Penalty: 5965.341797
	Iteration 92Q: 3 clusters Score -2.285504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166357 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -22855054.000000 Penalty: 5965.341797
	Iteration 93Q: 3 clusters Score -2.285505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166358 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -22855048.000000 Penalty: 5965.341797
	Iteration 94Q: 3 clusters Score -2.285505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166359 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -22855058.000000 Penalty: 5965.341797
	Iteration 95Q: 3 clusters Score -2.285506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166359 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -22855058.000000 Penalty: 5965.341797
	Iteration 96F: 3 clusters Score -2.285506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Entering Unmasked Estep 
Score: -693961.500000 Penalty: 2126.948242
	Iteration 0F: 2 clusters Score -693961.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -689271.562500 Penalty: 4253.896484
	Iteration 0F: 3 clusters Score -689271.6 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -690451.062500 Penalty: 4253.896484
	Iteration 1F: 3 clusters Score -690451.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -690700.687500 Penalty: 4253.896484
	Iteration 2F: 3 clusters Score -690700.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -690850.812500 Penalty: 4253.896484
	Iteration 3F: 3 clusters Score -690850.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -690952.562500 Penalty: 4253.896484
	Iteration 4Q: 3 clusters Score -690952.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -691056.250000 Penalty: 4253.896484
	Iteration 5Q: 3 clusters Score -691056.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -691164.312500 Penalty: 4253.896484
	Iteration 6Q: 3 clusters Score -691164.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -691260.187500 Penalty: 4253.896484
	Iteration 7Q: 3 clusters Score -691260.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -691350.562500 Penalty: 4253.896484
	Iteration 8Q: 3 clusters Score -691350.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -691420.937500 Penalty: 4253.896484
	Iteration 9Q: 3 clusters Score -691420.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -691504.750000 Penalty: 4253.896484
	Iteration 10Q: 3 clusters Score -691504.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -691581.875000 Penalty: 4253.896484
	Iteration 11Q: 3 clusters Score -691581.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -691651.625000 Penalty: 4253.896484
	Iteration 12Q: 3 clusters Score -691651.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -691708.625000 Penalty: 4253.896484
	Iteration 13Q: 3 clusters Score -691708.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -691756.687500 Penalty: 4253.896484
	Iteration 14Q: 3 clusters Score -691756.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -691795.375000 Penalty: 4253.896484
	Iteration 15Q: 3 clusters Score -691795.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -691831.125000 Penalty: 4253.896484
	Iteration 16Q: 3 clusters Score -691831.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -691853.812500 Penalty: 4253.896484
	Iteration 17Q: 3 clusters Score -691853.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -691872.687500 Penalty: 4253.896484
	Iteration 18Q: 3 clusters Score -691872.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -691892.375000 Penalty: 4253.896484
	Iteration 19Q: 3 clusters Score -691892.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -691912.000000 Penalty: 4253.896484
	Iteration 20F: 3 clusters Score -691912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -691930.687500 Penalty: 4253.896484
	Iteration 21Q: 3 clusters Score -691930.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -691946.312500 Penalty: 4253.896484
	Iteration 22Q: 3 clusters Score -691946.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -691965.312500 Penalty: 4253.896484
	Iteration 23Q: 3 clusters Score -691965.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -692001.000000 Penalty: 4253.896484
	Iteration 24Q: 3 clusters Score -692001 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -692043.062500 Penalty: 4253.896484
	Iteration 25Q: 3 clusters Score -692043.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -692095.937500 Penalty: 4253.896484
	Iteration 26Q: 3 clusters Score -692095.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -692151.437500 Penalty: 4253.896484
	Iteration 27Q: 3 clusters Score -692151.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -692208.500000 Penalty: 4253.896484
	Iteration 28Q: 3 clusters Score -692208.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -692268.125000 Penalty: 4253.896484
	Iteration 29Q: 3 clusters Score -692268.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -692326.750000 Penalty: 4253.896484
	Iteration 30Q: 3 clusters Score -692326.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -692394.562500 Penalty: 4253.896484
	Iteration 31Q: 3 clusters Score -692394.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -692483.125000 Penalty: 4253.896484
	Iteration 32Q: 3 clusters Score -692483.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -692575.875000 Penalty: 4253.896484
	Iteration 33Q: 3 clusters Score -692575.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -692661.625000 Penalty: 4253.896484
	Iteration 34Q: 3 clusters Score -692661.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -692712.937500 Penalty: 4253.896484
	Iteration 35Q: 3 clusters Score -692712.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -692765.562500 Penalty: 4253.896484
	Iteration 36Q: 3 clusters Score -692765.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -692804.812500 Penalty: 4253.896484
	Iteration 37Q: 3 clusters Score -692804.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -692830.875000 Penalty: 4253.896484
	Iteration 38Q: 3 clusters Score -692830.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -692844.812500 Penalty: 4253.896484
	Iteration 39Q: 3 clusters Score -692844.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -692855.562500 Penalty: 4253.896484
	Iteration 40F: 3 clusters Score -692855.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -692869.375000 Penalty: 4253.896484
	Iteration 41Q: 3 clusters Score -692869.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -692883.500000 Penalty: 4253.896484
	Iteration 42Q: 3 clusters Score -692883.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -692897.625000 Penalty: 4253.896484
	Iteration 43Q: 3 clusters Score -692897.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -692917.375000 Penalty: 4253.896484
	Iteration 44Q: 3 clusters Score -692917.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -692932.500000 Penalty: 4253.896484
	Iteration 45Q: 3 clusters Score -692932.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -692943.937500 Penalty: 4253.896484
	Iteration 46Q: 3 clusters Score -692943.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -692959.937500 Penalty: 4253.896484
	Iteration 47Q: 3 clusters Score -692959.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -692976.375000 Penalty: 4253.896484
	Iteration 48Q: 3 clusters Score -692976.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -692993.625000 Penalty: 4253.896484
	Iteration 49Q: 3 clusters Score -692993.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -693009.375000 Penalty: 4253.896484
	Iteration 50Q: 3 clusters Score -693009.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -693038.125000 Penalty: 4253.896484
	Iteration 51Q: 3 clusters Score -693038.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -693077.000000 Penalty: 4253.896484
	Iteration 52Q: 3 clusters Score -693077 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -693150.937500 Penalty: 4253.896484
	Iteration 53Q: 3 clusters Score -693150.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -693241.562500 Penalty: 4253.896484
	Iteration 54Q: 3 clusters Score -693241.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -693374.375000 Penalty: 4253.896484
	Iteration 55Q: 3 clusters Score -693374.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -693554.000000 Penalty: 4253.896484
	Iteration 56Q: 3 clusters Score -693554 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -693702.187500 Penalty: 4253.896484
	Iteration 57Q: 3 clusters Score -693702.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -693807.687500 Penalty: 4253.896484
	Iteration 58Q: 3 clusters Score -693807.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -693862.000000 Penalty: 4253.896484
	Iteration 59Q: 3 clusters Score -693862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -693905.000000 Penalty: 4253.896484
	Iteration 60F: 3 clusters Score -693905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -693918.125000 Penalty: 4253.896484
	Iteration 61Q: 3 clusters Score -693918.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -693927.437500 Penalty: 4253.896484
	Iteration 62Q: 3 clusters Score -693927.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -693928.187500 Penalty: 4253.896484
	Iteration 63Q: 3 clusters Score -693928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -693927.000000 Penalty: 4253.896484
	Iteration 64Q: 3 clusters Score -693927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -693927.937500 Penalty: 4253.896484
	Iteration 65Q: 3 clusters Score -693927.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -693928.437500 Penalty: 4253.896484
	Iteration 66Q: 3 clusters Score -693928.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -693928.437500 Penalty: 4253.896484
	Iteration 67F: 3 clusters Score -693928.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Entering Unmasked Estep 
Score: -2872804.750000 Penalty: 2469.941650
	Iteration 0F: 2 clusters Score -2872805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2858032.750000 Penalty: 4939.883301
	Iteration 0F: 3 clusters Score -2858033 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2863001.750000 Penalty: 4939.883301
	Iteration 1F: 3 clusters Score -2863002 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2863487.500000 Penalty: 4939.883301
	Iteration 2F: 3 clusters Score -2863488 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2864017.750000 Penalty: 4939.883301
	Iteration 3Q: 3 clusters Score -2864018 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2864597.250000 Penalty: 4939.883301
	Iteration 4Q: 3 clusters Score -2864597 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2865211.750000 Penalty: 4939.883301
	Iteration 5Q: 3 clusters Score -2865212 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2865769.500000 Penalty: 4939.883301
	Iteration 6F: 3 clusters Score -2865770 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2866279.750000 Penalty: 4939.883301
	Iteration 7Q: 3 clusters Score -2866280 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2866835.750000 Penalty: 4939.883301
	Iteration 8Q: 3 clusters Score -2866836 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2867573.000000 Penalty: 4939.883301
	Iteration 9F: 3 clusters Score -2867573 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2868341.250000 Penalty: 4939.883301
	Iteration 10F: 3 clusters Score -2868341 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2869143.250000 Penalty: 4939.883301
	Iteration 11F: 3 clusters Score -2869143 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2869953.000000 Penalty: 4939.883301
	Iteration 12Q: 3 clusters Score -2869953 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2870586.000000 Penalty: 4939.883301
	Iteration 13Q: 3 clusters Score -2870586 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2871022.500000 Penalty: 4939.883301
	Iteration 14Q: 3 clusters Score -2871022 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2871324.750000 Penalty: 4939.883301
	Iteration 15Q: 3 clusters Score -2871325 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2871576.000000 Penalty: 4939.883301
	Iteration 16Q: 3 clusters Score -2871576 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2871785.500000 Penalty: 4939.883301
	Iteration 17Q: 3 clusters Score -2871786 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2871954.500000 Penalty: 4939.883301
	Iteration 18Q: 3 clusters Score -2871954 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2872081.000000 Penalty: 4939.883301
	Iteration 19Q: 3 clusters Score -2872081 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2872191.500000 Penalty: 4939.883301
	Iteration 20F: 3 clusters Score -2872192 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2872292.250000 Penalty: 4939.883301
	Iteration 21Q: 3 clusters Score -2872292 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -2872353.500000 Penalty: 4939.883301
	Iteration 22Q: 3 clusters Score -2872354 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2872385.500000 Penalty: 4939.883301
	Iteration 23Q: 3 clusters Score -2872386 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2872414.750000 Penalty: 4939.883301
	Iteration 24Q: 3 clusters Score -2872415 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2872446.500000 Penalty: 4939.883301
	Iteration 25Q: 3 clusters Score -2872446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2872466.000000 Penalty: 4939.883301
	Iteration 26Q: 3 clusters Score -2872466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2872477.250000 Penalty: 4939.883301
	Iteration 27Q: 3 clusters Score -2872477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2872491.250000 Penalty: 4939.883301
	Iteration 28Q: 3 clusters Score -2872491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2872497.500000 Penalty: 4939.883301
	Iteration 29Q: 3 clusters Score -2872498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2872507.750000 Penalty: 4939.883301
	Iteration 30Q: 3 clusters Score -2872508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2872514.500000 Penalty: 4939.883301
	Iteration 31Q: 3 clusters Score -2872514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2872521.500000 Penalty: 4939.883301
	Iteration 32Q: 3 clusters Score -2872522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2872521.500000 Penalty: 4939.883301
	Iteration 33Q: 3 clusters Score -2872522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2872521.000000 Penalty: 4939.883301
	Iteration 34Q: 3 clusters Score -2872521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2872522.000000 Penalty: 4939.883301
	Iteration 35Q: 3 clusters Score -2872522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2872528.250000 Penalty: 4939.883301
	Iteration 36Q: 3 clusters Score -2872528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2872526.250000 Penalty: 4939.883301
	Iteration 37Q: 3 clusters Score -2872526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2872528.750000 Penalty: 4939.883301
	Iteration 38Q: 3 clusters Score -2872529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2872528.250000 Penalty: 4939.883301
	Iteration 39Q: 3 clusters Score -2872528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2872528.250000 Penalty: 4939.883301
	Iteration 40F: 3 clusters Score -2872528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -67680.226562 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -67680.23 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 317 members 
Entering Unmasked Estep 
Score: -66177.453125 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -66177.45 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66563.023438 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -66563.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66812.820312 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -66812.82 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -66949.484375 Penalty: 3178.630371
	Iteration 3F: 3 clusters Score -66949.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -67032.171875 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -67032.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -67096.156250 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -67096.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -67152.742188 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -67152.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -67219.742188 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -67219.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -67240.804688 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -67240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -67254.296875 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -67254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -67259.992188 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -67259.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -67261.203125 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -67261.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -67261.203125 Penalty: 3178.630371
	Iteration 12F: 3 clusters Score -67261.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -80114.218750 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -80114.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78485.164062 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -78485.16 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -78694.476562 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -78694.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78771.226562 Penalty: 3189.140869
	Iteration 2Q: 3 clusters Score -78771.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78818.226562 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -78818.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -78828.328125 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -78828.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78839.460938 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -78839.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78847.484375 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -78847.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -78849.906250 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -78849.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78856.859375 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -78856.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78862.945312 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -78862.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78868.671875 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -78868.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78872.179688 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -78872.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78875.640625 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -78875.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78880.078125 Penalty: 3189.140869
	Iteration 13Q: 3 clusters Score -78880.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78883.023438 Penalty: 3189.140869
	Iteration 14Q: 3 clusters Score -78883.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78888.562500 Penalty: 3189.140869
	Iteration 15Q: 3 clusters Score -78888.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -78891.117188 Penalty: 3189.140869
	Iteration 16Q: 3 clusters Score -78891.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -78892.656250 Penalty: 3189.140869
	Iteration 17Q: 3 clusters Score -78892.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -78892.656250 Penalty: 3189.140869
	Iteration 18F: 3 clusters Score -78892.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Entering Unmasked Estep 
Score: -3528702.000000 Penalty: 2522.728516
	Iteration 0F: 2 clusters Score -3528702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3510620.500000 Penalty: 5045.457031
	Iteration 0F: 3 clusters Score -3510620 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3516963.500000 Penalty: 5045.457031
	Iteration 1F: 3 clusters Score -3516964 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3517551.250000 Penalty: 5045.457031
	Iteration 2F: 3 clusters Score -3517551 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -3518302.500000 Penalty: 5045.457031
	Iteration 3F: 3 clusters Score -3518302 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3519347.500000 Penalty: 5045.457031
	Iteration 4F: 3 clusters Score -3519348 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3520944.250000 Penalty: 5045.457031
	Iteration 5F: 3 clusters Score -3520944 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -3522797.750000 Penalty: 5045.457031
	Iteration 6F: 3 clusters Score -3522798 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -3524422.750000 Penalty: 5045.457031
	Iteration 7F: 3 clusters Score -3524423 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -3525777.500000 Penalty: 5045.457031
	Iteration 8Q: 3 clusters Score -3525778 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -3526783.000000 Penalty: 5045.457031
	Iteration 9Q: 3 clusters Score -3526783 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -3527209.250000 Penalty: 5045.457031
	Iteration 10Q: 3 clusters Score -3527209 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -3527336.750000 Penalty: 5045.457031
	Iteration 11Q: 3 clusters Score -3527337 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3527403.250000 Penalty: 5045.457031
	Iteration 12Q: 3 clusters Score -3527403 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -3527417.250000 Penalty: 5045.457031
	Iteration 13Q: 3 clusters Score -3527417 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -3527435.250000 Penalty: 5045.457031
	Iteration 14Q: 3 clusters Score -3527435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -3527428.500000 Penalty: 5045.457031
	Iteration 15Q: 3 clusters Score -3527428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3527434.250000 Penalty: 5045.457031
	Iteration 16Q: 3 clusters Score -3527434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3527442.500000 Penalty: 5045.457031
	Iteration 17Q: 3 clusters Score -3527442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3527440.750000 Penalty: 5045.457031
	Iteration 18Q: 3 clusters Score -3527441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -3527442.250000 Penalty: 5045.457031
	Iteration 19Q: 3 clusters Score -3527442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -3527445.250000 Penalty: 5045.457031
	Iteration 20F: 3 clusters Score -3527445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3527442.250000 Penalty: 5045.457031
	Iteration 21Q: 3 clusters Score -3527442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3527450.250000 Penalty: 5045.457031
	Iteration 22Q: 3 clusters Score -3527450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3527452.750000 Penalty: 5045.457031
	Iteration 23Q: 3 clusters Score -3527453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -3527451.000000 Penalty: 5045.457031
	Iteration 24Q: 3 clusters Score -3527451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -3527451.500000 Penalty: 5045.457031
	Iteration 25Q: 3 clusters Score -3527452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -3527447.500000 Penalty: 5045.457031
	Iteration 26Q: 3 clusters Score -3527448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -3527451.500000 Penalty: 5045.457031
	Iteration 27Q: 3 clusters Score -3527452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -3527453.500000 Penalty: 5045.457031
	Iteration 28Q: 3 clusters Score -3527454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -3527453.500000 Penalty: 5045.457031
	Iteration 29F: 3 clusters Score -3527454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Entering Unmasked Estep 
Score: -987374.937500 Penalty: 2231.629883
	Iteration 0F: 2 clusters Score -987374.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -980907.937500 Penalty: 4463.259766
	Iteration 0F: 3 clusters Score -980907.9 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -982883.562500 Penalty: 4463.259766
	Iteration 1F: 3 clusters Score -982883.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -983490.687500 Penalty: 4463.259766
	Iteration 2F: 3 clusters Score -983490.7 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -984046.437500 Penalty: 4463.259766
	Iteration 3F: 3 clusters Score -984046.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -984548.187500 Penalty: 4463.259766
	Iteration 4F: 3 clusters Score -984548.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -984909.187500 Penalty: 4463.259766
	Iteration 5F: 3 clusters Score -984909.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -985173.937500 Penalty: 4463.259766
	Iteration 6Q: 3 clusters Score -985173.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -985376.500000 Penalty: 4463.259766
	Iteration 7Q: 3 clusters Score -985376.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -985535.250000 Penalty: 4463.259766
	Iteration 8Q: 3 clusters Score -985535.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -985662.750000 Penalty: 4463.259766
	Iteration 9Q: 3 clusters Score -985662.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -985761.000000 Penalty: 4463.259766
	Iteration 10Q: 3 clusters Score -985761 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -985832.875000 Penalty: 4463.259766
	Iteration 11Q: 3 clusters Score -985832.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -985886.187500 Penalty: 4463.259766
	Iteration 12Q: 3 clusters Score -985886.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -985927.750000 Penalty: 4463.259766
	Iteration 13Q: 3 clusters Score -985927.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -985959.937500 Penalty: 4463.259766
	Iteration 14Q: 3 clusters Score -985959.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -985986.375000 Penalty: 4463.259766
	Iteration 15Q: 3 clusters Score -985986.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -986003.312500 Penalty: 4463.259766
	Iteration 16Q: 3 clusters Score -986003.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -986020.125000 Penalty: 4463.259766
	Iteration 17Q: 3 clusters Score -986020.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -986037.750000 Penalty: 4463.259766
	Iteration 18Q: 3 clusters Score -986037.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -986051.750000 Penalty: 4463.259766
	Iteration 19Q: 3 clusters Score -986051.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -986066.875000 Penalty: 4463.259766
	Iteration 20F: 3 clusters Score -986066.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -986080.000000 Penalty: 4463.259766
	Iteration 21Q: 3 clusters Score -986080 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -986091.312500 Penalty: 4463.259766
	Iteration 22Q: 3 clusters Score -986091.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -986099.875000 Penalty: 4463.259766
	Iteration 23Q: 3 clusters Score -986099.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -986104.750000 Penalty: 4463.259766
	Iteration 24Q: 3 clusters Score -986104.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -986114.000000 Penalty: 4463.259766
	Iteration 25Q: 3 clusters Score -986114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -986122.125000 Penalty: 4463.259766
	Iteration 26Q: 3 clusters Score -986122.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -986133.000000 Penalty: 4463.259766
	Iteration 27Q: 3 clusters Score -986133 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -986142.937500 Penalty: 4463.259766
	Iteration 28Q: 3 clusters Score -986142.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -986158.937500 Penalty: 4463.259766
	Iteration 29Q: 3 clusters Score -986158.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -986167.187500 Penalty: 4463.259766
	Iteration 30Q: 3 clusters Score -986167.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -986180.625000 Penalty: 4463.259766
	Iteration 31Q: 3 clusters Score -986180.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -986184.375000 Penalty: 4463.259766
	Iteration 32Q: 3 clusters Score -986184.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -986188.500000 Penalty: 4463.259766
	Iteration 33Q: 3 clusters Score -986188.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -986194.250000 Penalty: 4463.259766
	Iteration 34Q: 3 clusters Score -986194.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -986197.500000 Penalty: 4463.259766
	Iteration 35Q: 3 clusters Score -986197.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -986201.687500 Penalty: 4463.259766
	Iteration 36Q: 3 clusters Score -986201.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -986206.812500 Penalty: 4463.259766
	Iteration 37Q: 3 clusters Score -986206.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -986211.562500 Penalty: 4463.259766
	Iteration 38Q: 3 clusters Score -986211.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -986217.437500 Penalty: 4463.259766
	Iteration 39Q: 3 clusters Score -986217.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -986220.187500 Penalty: 4463.259766
	Iteration 40F: 3 clusters Score -986220.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -986218.875000 Penalty: 4463.259766
	Iteration 41Q: 3 clusters Score -986218.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -986224.312500 Penalty: 4463.259766
	Iteration 42Q: 3 clusters Score -986224.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -986228.125000 Penalty: 4463.259766
	Iteration 43Q: 3 clusters Score -986228.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -986227.375000 Penalty: 4463.259766
	Iteration 44Q: 3 clusters Score -986227.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -986230.500000 Penalty: 4463.259766
	Iteration 45Q: 3 clusters Score -986230.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -986230.687500 Penalty: 4463.259766
	Iteration 46Q: 3 clusters Score -986230.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -986232.437500 Penalty: 4463.259766
	Iteration 47Q: 3 clusters Score -986232.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -986232.812500 Penalty: 4463.259766
	Iteration 48Q: 3 clusters Score -986232.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -986236.937500 Penalty: 4463.259766
	Iteration 49Q: 3 clusters Score -986236.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -986239.312500 Penalty: 4463.259766
	Iteration 50Q: 3 clusters Score -986239.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -986239.375000 Penalty: 4463.259766
	Iteration 51Q: 3 clusters Score -986239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -986242.062500 Penalty: 4463.259766
	Iteration 52Q: 3 clusters Score -986242.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -986242.187500 Penalty: 4463.259766
	Iteration 53Q: 3 clusters Score -986242.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -986243.562500 Penalty: 4463.259766
	Iteration 54Q: 3 clusters Score -986243.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -986245.500000 Penalty: 4463.259766
	Iteration 55Q: 3 clusters Score -986245.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -986246.312500 Penalty: 4463.259766
	Iteration 56Q: 3 clusters Score -986246.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -986246.375000 Penalty: 4463.259766
	Iteration 57Q: 3 clusters Score -986246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -986248.750000 Penalty: 4463.259766
	Iteration 58Q: 3 clusters Score -986248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -986250.625000 Penalty: 4463.259766
	Iteration 59Q: 3 clusters Score -986250.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -986250.937500 Penalty: 4463.259766
	Iteration 60F: 3 clusters Score -986250.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -986252.937500 Penalty: 4463.259766
	Iteration 61Q: 3 clusters Score -986252.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -986255.312500 Penalty: 4463.259766
	Iteration 62Q: 3 clusters Score -986255.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -986257.312500 Penalty: 4463.259766
	Iteration 63Q: 3 clusters Score -986257.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -986257.312500 Penalty: 4463.259766
	Iteration 64F: 3 clusters Score -986257.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Entering Unmasked Estep 
Score: -2378977.500000 Penalty: 2428.775391
	Iteration 0F: 2 clusters Score -2378978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2366214.000000 Penalty: 4857.550781
	Iteration 0F: 3 clusters Score -2366214 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2370545.500000 Penalty: 4857.550781
	Iteration 1F: 3 clusters Score -2370546 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2371197.000000 Penalty: 4857.550781
	Iteration 2F: 3 clusters Score -2371197 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2371760.000000 Penalty: 4857.550781
	Iteration 3F: 3 clusters Score -2371760 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2372272.250000 Penalty: 4857.550781
	Iteration 4F: 3 clusters Score -2372272 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2372715.000000 Penalty: 4857.550781
	Iteration 5Q: 3 clusters Score -2372715 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2373078.250000 Penalty: 4857.550781
	Iteration 6Q: 3 clusters Score -2373078 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2373332.500000 Penalty: 4857.550781
	Iteration 7Q: 3 clusters Score -2373332 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2373543.250000 Penalty: 4857.550781
	Iteration 8Q: 3 clusters Score -2373543 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2373700.750000 Penalty: 4857.550781
	Iteration 9Q: 3 clusters Score -2373701 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2373842.000000 Penalty: 4857.550781
	Iteration 10Q: 3 clusters Score -2373842 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2373935.250000 Penalty: 4857.550781
	Iteration 11Q: 3 clusters Score -2373935 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2374017.000000 Penalty: 4857.550781
	Iteration 12Q: 3 clusters Score -2374017 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2374099.250000 Penalty: 4857.550781
	Iteration 13Q: 3 clusters Score -2374099 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2374178.750000 Penalty: 4857.550781
	Iteration 14Q: 3 clusters Score -2374179 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2374262.000000 Penalty: 4857.550781
	Iteration 15Q: 3 clusters Score -2374262 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2374360.500000 Penalty: 4857.550781
	Iteration 16Q: 3 clusters Score -2374360 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2374454.000000 Penalty: 4857.550781
	Iteration 17Q: 3 clusters Score -2374454 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2374542.500000 Penalty: 4857.550781
	Iteration 18Q: 3 clusters Score -2374542 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2374631.750000 Penalty: 4857.550781
	Iteration 19Q: 3 clusters Score -2374632 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2374747.000000 Penalty: 4857.550781
	Iteration 20F: 3 clusters Score -2374747 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2374864.750000 Penalty: 4857.550781
	Iteration 21Q: 3 clusters Score -2374865 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2374996.250000 Penalty: 4857.550781
	Iteration 22Q: 3 clusters Score -2374996 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2375133.750000 Penalty: 4857.550781
	Iteration 23Q: 3 clusters Score -2375134 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2375283.250000 Penalty: 4857.550781
	Iteration 24Q: 3 clusters Score -2375283 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2375419.250000 Penalty: 4857.550781
	Iteration 25Q: 3 clusters Score -2375419 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2375546.750000 Penalty: 4857.550781
	Iteration 26Q: 3 clusters Score -2375547 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2375688.500000 Penalty: 4857.550781
	Iteration 27Q: 3 clusters Score -2375688 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2375843.250000 Penalty: 4857.550781
	Iteration 28Q: 3 clusters Score -2375843 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2376002.750000 Penalty: 4857.550781
	Iteration 29Q: 3 clusters Score -2376003 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2376172.000000 Penalty: 4857.550781
	Iteration 30Q: 3 clusters Score -2376172 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2376321.500000 Penalty: 4857.550781
	Iteration 31Q: 3 clusters Score -2376322 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2376460.750000 Penalty: 4857.550781
	Iteration 32Q: 3 clusters Score -2376461 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2376561.750000 Penalty: 4857.550781
	Iteration 33Q: 3 clusters Score -2376562 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2376677.750000 Penalty: 4857.550781
	Iteration 34Q: 3 clusters Score -2376678 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2376764.000000 Penalty: 4857.550781
	Iteration 35Q: 3 clusters Score -2376764 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2376839.250000 Penalty: 4857.550781
	Iteration 36Q: 3 clusters Score -2376839 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2376898.500000 Penalty: 4857.550781
	Iteration 37Q: 3 clusters Score -2376898 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2376947.250000 Penalty: 4857.550781
	Iteration 38Q: 3 clusters Score -2376947 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2376985.500000 Penalty: 4857.550781
	Iteration 39Q: 3 clusters Score -2376986 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2377028.000000 Penalty: 4857.550781
	Iteration 40F: 3 clusters Score -2377028 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2377066.250000 Penalty: 4857.550781
	Iteration 41Q: 3 clusters Score -2377066 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2377097.500000 Penalty: 4857.550781
	Iteration 42Q: 3 clusters Score -2377098 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2377113.000000 Penalty: 4857.550781
	Iteration 43Q: 3 clusters Score -2377113 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2377130.000000 Penalty: 4857.550781
	Iteration 44Q: 3 clusters Score -2377130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2377143.250000 Penalty: 4857.550781
	Iteration 45Q: 3 clusters Score -2377143 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2377150.750000 Penalty: 4857.550781
	Iteration 46Q: 3 clusters Score -2377151 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2377163.500000 Penalty: 4857.550781
	Iteration 47Q: 3 clusters Score -2377164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2377182.500000 Penalty: 4857.550781
	Iteration 48Q: 3 clusters Score -2377182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2377193.250000 Penalty: 4857.550781
	Iteration 49Q: 3 clusters Score -2377193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2377196.000000 Penalty: 4857.550781
	Iteration 50Q: 3 clusters Score -2377196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2377197.000000 Penalty: 4857.550781
	Iteration 51Q: 3 clusters Score -2377197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2377205.750000 Penalty: 4857.550781
	Iteration 52Q: 3 clusters Score -2377206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2377215.750000 Penalty: 4857.550781
	Iteration 53Q: 3 clusters Score -2377216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2377226.500000 Penalty: 4857.550781
	Iteration 54Q: 3 clusters Score -2377226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2377240.250000 Penalty: 4857.550781
	Iteration 55Q: 3 clusters Score -2377240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2377244.250000 Penalty: 4857.550781
	Iteration 56Q: 3 clusters Score -2377244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2377252.000000 Penalty: 4857.550781
	Iteration 57Q: 3 clusters Score -2377252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2377263.000000 Penalty: 4857.550781
	Iteration 58Q: 3 clusters Score -2377263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2377265.750000 Penalty: 4857.550781
	Iteration 59Q: 3 clusters Score -2377266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2377268.750000 Penalty: 4857.550781
	Iteration 60F: 3 clusters Score -2377269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2377276.750000 Penalty: 4857.550781
	Iteration 61Q: 3 clusters Score -2377277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2377278.250000 Penalty: 4857.550781
	Iteration 62Q: 3 clusters Score -2377278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2377283.000000 Penalty: 4857.550781
	Iteration 63Q: 3 clusters Score -2377283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2377282.750000 Penalty: 4857.550781
	Iteration 64Q: 3 clusters Score -2377283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2377284.000000 Penalty: 4857.550781
	Iteration 65Q: 3 clusters Score -2377284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2377285.250000 Penalty: 4857.550781
	Iteration 66Q: 3 clusters Score -2377285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2377284.000000 Penalty: 4857.550781
	Iteration 67Q: 3 clusters Score -2377284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2377283.250000 Penalty: 4857.550781
	Iteration 68Q: 3 clusters Score -2377283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2377287.000000 Penalty: 4857.550781
	Iteration 69Q: 3 clusters Score -2377287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2377287.000000 Penalty: 4857.550781
	Iteration 70F: 3 clusters Score -2377287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88706 members 
Entering Unmasked Estep 
Score: -12080418.000000 Penalty: 2825.484375
	Iteration 0F: 2 clusters Score -1.208042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -12020954.000000 Penalty: 5650.968750
	Iteration 0F: 3 clusters Score -1.202095e+07 nChanged 41720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -12044955.000000 Penalty: 5650.968750
	Iteration 1F: 3 clusters Score -1.204496e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -12045639.000000 Penalty: 5650.968750
	Iteration 2Q: 3 clusters Score -1.204564e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -12046454.000000 Penalty: 5650.968750
	Iteration 3Q: 3 clusters Score -1.204645e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -12047577.000000 Penalty: 5650.968750
	Iteration 4Q: 3 clusters Score -1.204758e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -12049000.000000 Penalty: 5650.968750
	Iteration 5Q: 3 clusters Score -1.2049e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -12051408.000000 Penalty: 5650.968750
	Iteration 6F: 3 clusters Score -1.205141e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -12054981.000000 Penalty: 5650.968750
	Iteration 7F: 3 clusters Score -1.205498e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -12059351.000000 Penalty: 5650.968750
	Iteration 8F: 3 clusters Score -1.205935e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63653 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -12063523.000000 Penalty: 5650.968750
	Iteration 9F: 3 clusters Score -1.206352e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67644 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -12066843.000000 Penalty: 5650.968750
	Iteration 10F: 3 clusters Score -1.206684e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -12069164.000000 Penalty: 5650.968750
	Iteration 11Q: 3 clusters Score -1.206916e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74016 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -12070940.000000 Penalty: 5650.968750
	Iteration 12Q: 3 clusters Score -1.207094e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76579 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -12072501.000000 Penalty: 5650.968750
	Iteration 13Q: 3 clusters Score -1.20725e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78694 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -12073576.000000 Penalty: 5650.968750
	Iteration 14Q: 3 clusters Score -1.207358e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -12074695.000000 Penalty: 5650.968750
	Iteration 15Q: 3 clusters Score -1.20747e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81895 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -12075450.000000 Penalty: 5650.968750
	Iteration 16Q: 3 clusters Score -1.207545e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83038 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -12076088.000000 Penalty: 5650.968750
	Iteration 17Q: 3 clusters Score -1.207609e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83879 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -12076545.000000 Penalty: 5650.968750
	Iteration 18Q: 3 clusters Score -1.207654e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -12076917.000000 Penalty: 5650.968750
	Iteration 19Q: 3 clusters Score -1.207692e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85032 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -12077248.000000 Penalty: 5650.968750
	Iteration 20F: 3 clusters Score -1.207725e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85403 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -12077450.000000 Penalty: 5650.968750
	Iteration 21Q: 3 clusters Score -1.207745e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85693 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -12077662.000000 Penalty: 5650.968750
	Iteration 22Q: 3 clusters Score -1.207766e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85912 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -12077772.000000 Penalty: 5650.968750
	Iteration 23Q: 3 clusters Score -1.207777e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86118 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -12077866.000000 Penalty: 5650.968750
	Iteration 24Q: 3 clusters Score -1.207787e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86284 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -12077971.000000 Penalty: 5650.968750
	Iteration 25Q: 3 clusters Score -1.207797e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86409 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -12078051.000000 Penalty: 5650.968750
	Iteration 26Q: 3 clusters Score -1.207805e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -12078120.000000 Penalty: 5650.968750
	Iteration 27Q: 3 clusters Score -1.207812e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86603 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -12078144.000000 Penalty: 5650.968750
	Iteration 28Q: 3 clusters Score -1.207814e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86683 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -12078172.000000 Penalty: 5650.968750
	Iteration 29Q: 3 clusters Score -1.207817e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86740 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -12078211.000000 Penalty: 5650.968750
	Iteration 30Q: 3 clusters Score -1.207821e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86787 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -12078219.000000 Penalty: 5650.968750
	Iteration 31Q: 3 clusters Score -1.207822e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86837 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -12078229.000000 Penalty: 5650.968750
	Iteration 32Q: 3 clusters Score -1.207823e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86876 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -12078250.000000 Penalty: 5650.968750
	Iteration 33Q: 3 clusters Score -1.207825e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86913 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -12078260.000000 Penalty: 5650.968750
	Iteration 34Q: 3 clusters Score -1.207826e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86956 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -12078275.000000 Penalty: 5650.968750
	Iteration 35Q: 3 clusters Score -1.207828e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86977 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -12078278.000000 Penalty: 5650.968750
	Iteration 36Q: 3 clusters Score -1.207828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86991 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -12078297.000000 Penalty: 5650.968750
	Iteration 37Q: 3 clusters Score -1.20783e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -12078302.000000 Penalty: 5650.968750
	Iteration 38Q: 3 clusters Score -1.20783e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87015 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -12078309.000000 Penalty: 5650.968750
	Iteration 39Q: 3 clusters Score -1.207831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87029 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -12078323.000000 Penalty: 5650.968750
	Iteration 40F: 3 clusters Score -1.207832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -12078304.000000 Penalty: 5650.968750
	Iteration 41Q: 3 clusters Score -1.20783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87039 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -12078312.000000 Penalty: 5650.968750
	Iteration 42Q: 3 clusters Score -1.207831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87040 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -12078311.000000 Penalty: 5650.968750
	Iteration 43Q: 3 clusters Score -1.207831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87040 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -12078306.000000 Penalty: 5650.968750
	Iteration 44Q: 3 clusters Score -1.207831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87040 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -12078312.000000 Penalty: 5650.968750
	Iteration 45Q: 3 clusters Score -1.207831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87040 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -12078308.000000 Penalty: 5650.968750
	Iteration 46Q: 3 clusters Score -1.207831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -12078304.000000 Penalty: 5650.968750
	Iteration 47Q: 3 clusters Score -1.20783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -12078304.000000 Penalty: 5650.968750
	Iteration 48F: 3 clusters Score -1.20783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -115855.328125 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -115855.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -114013.046875 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -114013 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -114562.828125 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -114562.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -114975.000000 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -114975 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -115391.882812 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -115391.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -115844.289062 Penalty: 3402.368896
	Iteration 4F: 3 clusters Score -115844.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -116109.859375 Penalty: 3402.368896
	Iteration 5F: 3 clusters Score -116109.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -116380.000000 Penalty: 3402.368896
	Iteration 6F: 3 clusters Score -116380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116574.085938 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -116574.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -116617.789062 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -116617.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -116626.132812 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -116626.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -116626.132812 Penalty: 3402.368896
	Iteration 10F: 3 clusters Score -116626.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 11272 members 
Mstep: Class 5 contains 1640 members 
Mstep: Class 6 contains 37362 members 
Mstep: Class 7 contains 9347 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 167192 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 21151 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 14 contains 26168 members 
Mstep: Class 15 contains 8091 members 
Mstep: Class 16 contains 17916 members 
Mstep: Class 17 contains 88706 members 
Mstep: Class 18 contains 437 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 36783 members 
Mstep: Class 22 contains 160798 members 
Mstep: Class 23 contains 2226 members 
Mstep: Class 24 contains 6425 members 
Mstep: Class 25 contains 4392 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 12023 members 
Mstep: Class 28 contains 957 members 
Mstep: Class 29 contains 141 members 
Mstep: Class 30 contains 7409 members 
Mstep: Class 31 contains 6559 members 
Mstep: Class 32 contains 11179 members 
Mstep: Class 33 contains 5093 members 
Mstep: Class 34 contains 3079 members 
Mstep: Class 35 contains 516 members 
Entering Unmasked Estep 
Score: -100914368.000000 Penalty: 117577.601562
Splitting cluster 18 changes total score from -100915344.000000 to -100914368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (49299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Entering Unmasked Estep 
Score: -6681862.000000 Penalty: 2679.803467
	Iteration 0F: 2 clusters Score -6681862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -6648469.000000 Penalty: 5359.606934
	Iteration 0F: 3 clusters Score -6648469 nChanged 22969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -6660935.500000 Penalty: 5359.606934
	Iteration 1F: 3 clusters Score -6660936 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -6661469.000000 Penalty: 5359.606934
	Iteration 2Q: 3 clusters Score -6661469 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -6661989.000000 Penalty: 5359.606934
	Iteration 3Q: 3 clusters Score -6661989 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -6662565.500000 Penalty: 5359.606934
	Iteration 4Q: 3 clusters Score -6662566 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -6663354.000000 Penalty: 5359.606934
	Iteration 5Q: 3 clusters Score -6663354 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -6664552.500000 Penalty: 5359.606934
	Iteration 6Q: 3 clusters Score -6664552 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -6666383.500000 Penalty: 5359.606934
	Iteration 7F: 3 clusters Score -6666384 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -6668940.000000 Penalty: 5359.606934
	Iteration 8F: 3 clusters Score -6668940 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -6671939.000000 Penalty: 5359.606934
	Iteration 9F: 3 clusters Score -6671939 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -6674740.500000 Penalty: 5359.606934
	Iteration 10F: 3 clusters Score -6674740 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -6676806.500000 Penalty: 5359.606934
	Iteration 11Q: 3 clusters Score -6676806 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6678083.500000 Penalty: 5359.606934
	Iteration 12Q: 3 clusters Score -6678084 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6678747.500000 Penalty: 5359.606934
	Iteration 13Q: 3 clusters Score -6678748 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6679079.000000 Penalty: 5359.606934
	Iteration 14Q: 3 clusters Score -6679079 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6679271.500000 Penalty: 5359.606934
	Iteration 15Q: 3 clusters Score -6679272 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6679365.500000 Penalty: 5359.606934
	Iteration 16Q: 3 clusters Score -6679366 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6679411.500000 Penalty: 5359.606934
	Iteration 17Q: 3 clusters Score -6679412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6679464.000000 Penalty: 5359.606934
	Iteration 18Q: 3 clusters Score -6679464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6679497.500000 Penalty: 5359.606934
	Iteration 19Q: 3 clusters Score -6679498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6679514.500000 Penalty: 5359.606934
	Iteration 20F: 3 clusters Score -6679514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6679523.500000 Penalty: 5359.606934
	Iteration 21Q: 3 clusters Score -6679524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6679522.500000 Penalty: 5359.606934
	Iteration 22Q: 3 clusters Score -6679522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6679528.000000 Penalty: 5359.606934
	Iteration 23Q: 3 clusters Score -6679528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6679529.000000 Penalty: 5359.606934
	Iteration 24Q: 3 clusters Score -6679529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6679529.500000 Penalty: 5359.606934
	Iteration 25Q: 3 clusters Score -6679530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6679531.000000 Penalty: 5359.606934
	Iteration 26Q: 3 clusters Score -6679531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6679533.000000 Penalty: 5359.606934
	Iteration 27Q: 3 clusters Score -6679533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6679533.000000 Penalty: 5359.606934
	Iteration 28F: 3 clusters Score -6679533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Entering Unmasked Estep 
Score: -1889970.875000 Penalty: 2364.794678
	Iteration 0F: 2 clusters Score -1889971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1879900.375000 Penalty: 4729.589355
	Iteration 0F: 3 clusters Score -1879900 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1883043.750000 Penalty: 4729.589355
	Iteration 1F: 3 clusters Score -1883044 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1883334.750000 Penalty: 4729.589355
	Iteration 2F: 3 clusters Score -1883335 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1883590.250000 Penalty: 4729.589355
	Iteration 3Q: 3 clusters Score -1883590 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1883814.875000 Penalty: 4729.589355
	Iteration 4Q: 3 clusters Score -1883815 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1884019.625000 Penalty: 4729.589355
	Iteration 5Q: 3 clusters Score -1884020 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1884236.625000 Penalty: 4729.589355
	Iteration 6Q: 3 clusters Score -1884237 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1884474.375000 Penalty: 4729.589355
	Iteration 7Q: 3 clusters Score -1884474 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1884742.500000 Penalty: 4729.589355
	Iteration 8Q: 3 clusters Score -1884742 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1885038.500000 Penalty: 4729.589355
	Iteration 9Q: 3 clusters Score -1885038 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1885387.875000 Penalty: 4729.589355
	Iteration 10Q: 3 clusters Score -1885388 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1885776.125000 Penalty: 4729.589355
	Iteration 11Q: 3 clusters Score -1885776 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1886169.500000 Penalty: 4729.589355
	Iteration 12Q: 3 clusters Score -1886170 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1886582.125000 Penalty: 4729.589355
	Iteration 13Q: 3 clusters Score -1886582 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1886916.375000 Penalty: 4729.589355
	Iteration 14Q: 3 clusters Score -1886916 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1887198.250000 Penalty: 4729.589355
	Iteration 15Q: 3 clusters Score -1887198 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1887417.125000 Penalty: 4729.589355
	Iteration 16Q: 3 clusters Score -1887417 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1887578.500000 Penalty: 4729.589355
	Iteration 17Q: 3 clusters Score -1887578 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1887676.000000 Penalty: 4729.589355
	Iteration 18Q: 3 clusters Score -1887676 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1887746.500000 Penalty: 4729.589355
	Iteration 19Q: 3 clusters Score -1887746 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1887789.500000 Penalty: 4729.589355
	Iteration 20F: 3 clusters Score -1887790 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1887828.875000 Penalty: 4729.589355
	Iteration 21Q: 3 clusters Score -1887829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1887845.000000 Penalty: 4729.589355
	Iteration 22Q: 3 clusters Score -1887845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1887862.125000 Penalty: 4729.589355
	Iteration 23Q: 3 clusters Score -1887862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1887874.125000 Penalty: 4729.589355
	Iteration 24Q: 3 clusters Score -1887874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1887874.375000 Penalty: 4729.589355
	Iteration 25Q: 3 clusters Score -1887874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1887879.125000 Penalty: 4729.589355
	Iteration 26Q: 3 clusters Score -1887879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1887884.500000 Penalty: 4729.589355
	Iteration 27Q: 3 clusters Score -1887884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1887890.875000 Penalty: 4729.589355
	Iteration 28Q: 3 clusters Score -1887891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1887897.375000 Penalty: 4729.589355
	Iteration 29Q: 3 clusters Score -1887897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1887900.750000 Penalty: 4729.589355
	Iteration 30Q: 3 clusters Score -1887901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1887901.500000 Penalty: 4729.589355
	Iteration 31Q: 3 clusters Score -1887902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1887901.750000 Penalty: 4729.589355
	Iteration 32Q: 3 clusters Score -1887902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1887902.750000 Penalty: 4729.589355
	Iteration 33Q: 3 clusters Score -1887903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1887904.250000 Penalty: 4729.589355
	Iteration 34Q: 3 clusters Score -1887904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1887904.000000 Penalty: 4729.589355
	Iteration 35Q: 3 clusters Score -1887904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1887908.750000 Penalty: 4729.589355
	Iteration 36Q: 3 clusters Score -1887909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1887909.875000 Penalty: 4729.589355
	Iteration 37Q: 3 clusters Score -1887910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1887912.500000 Penalty: 4729.589355
	Iteration 38Q: 3 clusters Score -1887912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1887913.375000 Penalty: 4729.589355
	Iteration 39Q: 3 clusters Score -1887913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1887915.125000 Penalty: 4729.589355
	Iteration 40F: 3 clusters Score -1887915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1887913.000000 Penalty: 4729.589355
	Iteration 41Q: 3 clusters Score -1887913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1887913.000000 Penalty: 4729.589355
	Iteration 42F: 3 clusters Score -1887913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Entering Unmasked Estep 
Score: -4652491.500000 Penalty: 2607.172119
	Iteration 0F: 2 clusters Score -4652492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -4627475.500000 Penalty: 5214.344238
	Iteration 0F: 3 clusters Score -4627476 nChanged 16839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -4637130.000000 Penalty: 5214.344238
	Iteration 1F: 3 clusters Score -4637130 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -4637921.500000 Penalty: 5214.344238
	Iteration 2F: 3 clusters Score -4637922 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4638994.500000 Penalty: 5214.344238
	Iteration 3F: 3 clusters Score -4638994 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -4640332.000000 Penalty: 5214.344238
	Iteration 4F: 3 clusters Score -4640332 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -4641877.500000 Penalty: 5214.344238
	Iteration 5F: 3 clusters Score -4641878 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -4643486.000000 Penalty: 5214.344238
	Iteration 6F: 3 clusters Score -4643486 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -4645107.000000 Penalty: 5214.344238
	Iteration 7F: 3 clusters Score -4645107 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -4646535.500000 Penalty: 5214.344238
	Iteration 8F: 3 clusters Score -4646536 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -4647666.500000 Penalty: 5214.344238
	Iteration 9Q: 3 clusters Score -4647666 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -4648562.000000 Penalty: 5214.344238
	Iteration 10Q: 3 clusters Score -4648562 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -4649240.500000 Penalty: 5214.344238
	Iteration 11Q: 3 clusters Score -4649240 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -4649768.000000 Penalty: 5214.344238
	Iteration 12Q: 3 clusters Score -4649768 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -4650147.500000 Penalty: 5214.344238
	Iteration 13Q: 3 clusters Score -4650148 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -4650383.000000 Penalty: 5214.344238
	Iteration 14Q: 3 clusters Score -4650383 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4650562.500000 Penalty: 5214.344238
	Iteration 15Q: 3 clusters Score -4650562 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4650678.000000 Penalty: 5214.344238
	Iteration 16Q: 3 clusters Score -4650678 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4650750.500000 Penalty: 5214.344238
	Iteration 17Q: 3 clusters Score -4650750 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4650796.000000 Penalty: 5214.344238
	Iteration 18Q: 3 clusters Score -4650796 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4650844.000000 Penalty: 5214.344238
	Iteration 19Q: 3 clusters Score -4650844 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4650870.000000 Penalty: 5214.344238
	Iteration 20F: 3 clusters Score -4650870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4650894.000000 Penalty: 5214.344238
	Iteration 21Q: 3 clusters Score -4650894 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4650924.500000 Penalty: 5214.344238
	Iteration 22Q: 3 clusters Score -4650924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4650945.500000 Penalty: 5214.344238
	Iteration 23Q: 3 clusters Score -4650946 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4650968.000000 Penalty: 5214.344238
	Iteration 24Q: 3 clusters Score -4650968 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4651003.000000 Penalty: 5214.344238
	Iteration 25Q: 3 clusters Score -4651003 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4651024.000000 Penalty: 5214.344238
	Iteration 26Q: 3 clusters Score -4651024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4651063.500000 Penalty: 5214.344238
	Iteration 27Q: 3 clusters Score -4651064 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4651087.500000 Penalty: 5214.344238
	Iteration 28Q: 3 clusters Score -4651088 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4651130.500000 Penalty: 5214.344238
	Iteration 29Q: 3 clusters Score -4651130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4651137.500000 Penalty: 5214.344238
	Iteration 30Q: 3 clusters Score -4651138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4651154.500000 Penalty: 5214.344238
	Iteration 31Q: 3 clusters Score -4651154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4651182.500000 Penalty: 5214.344238
	Iteration 32Q: 3 clusters Score -4651182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4651204.000000 Penalty: 5214.344238
	Iteration 33Q: 3 clusters Score -4651204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4651220.500000 Penalty: 5214.344238
	Iteration 34Q: 3 clusters Score -4651220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4651250.000000 Penalty: 5214.344238
	Iteration 35Q: 3 clusters Score -4651250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4651258.000000 Penalty: 5214.344238
	Iteration 36Q: 3 clusters Score -4651258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4651284.000000 Penalty: 5214.344238
	Iteration 37Q: 3 clusters Score -4651284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4651292.000000 Penalty: 5214.344238
	Iteration 38Q: 3 clusters Score -4651292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4651292.000000 Penalty: 5214.344238
	Iteration 39Q: 3 clusters Score -4651292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4651311.500000 Penalty: 5214.344238
	Iteration 40F: 3 clusters Score -4651312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4651328.500000 Penalty: 5214.344238
	Iteration 41Q: 3 clusters Score -4651328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4651339.500000 Penalty: 5214.344238
	Iteration 42Q: 3 clusters Score -4651340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4651335.500000 Penalty: 5214.344238
	Iteration 43Q: 3 clusters Score -4651336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4651337.000000 Penalty: 5214.344238
	Iteration 44Q: 3 clusters Score -4651337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4651346.500000 Penalty: 5214.344238
	Iteration 45Q: 3 clusters Score -4651346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4651348.000000 Penalty: 5214.344238
	Iteration 46Q: 3 clusters Score -4651348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4651347.000000 Penalty: 5214.344238
	Iteration 47Q: 3 clusters Score -4651347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4651352.000000 Penalty: 5214.344238
	Iteration 48Q: 3 clusters Score -4651352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4651352.500000 Penalty: 5214.344238
	Iteration 49Q: 3 clusters Score -4651352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4651351.500000 Penalty: 5214.344238
	Iteration 50Q: 3 clusters Score -4651352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4651352.500000 Penalty: 5214.344238
	Iteration 51Q: 3 clusters Score -4651352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4651355.000000 Penalty: 5214.344238
	Iteration 52Q: 3 clusters Score -4651355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4651352.000000 Penalty: 5214.344238
	Iteration 53Q: 3 clusters Score -4651352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4651355.000000 Penalty: 5214.344238
	Iteration 54Q: 3 clusters Score -4651355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4651356.500000 Penalty: 5214.344238
	Iteration 55Q: 3 clusters Score -4651356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4651356.500000 Penalty: 5214.344238
	Iteration 56F: 3 clusters Score -4651356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (160798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160798 members 
Entering Unmasked Estep 
Score: -21992038.000000 Penalty: 2973.000244
	Iteration 0F: 2 clusters Score -2.199204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80351 members 
Mstep: Class 2 contains 80447 members 
Entering Unmasked Estep 
Score: -21888206.000000 Penalty: 5946.000488
	Iteration 0F: 3 clusters Score -2.188821e+07 nChanged 77091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77736 members 
Mstep: Class 2 contains 83062 members 
Entering Unmasked Estep 
Score: -21933326.000000 Penalty: 5946.000488
	Iteration 1F: 3 clusters Score -2.193333e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76112 members 
Mstep: Class 2 contains 84686 members 
Entering Unmasked Estep 
Score: -21934580.000000 Penalty: 5946.000488
	Iteration 2Q: 3 clusters Score -2.193458e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73432 members 
Mstep: Class 2 contains 87366 members 
Entering Unmasked Estep 
Score: -21936186.000000 Penalty: 5946.000488
	Iteration 3Q: 3 clusters Score -2.193619e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69195 members 
Mstep: Class 2 contains 91603 members 
Entering Unmasked Estep 
Score: -21938908.000000 Penalty: 5946.000488
	Iteration 4Q: 3 clusters Score -2.193891e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 97783 members 
Entering Unmasked Estep 
Score: -21942950.000000 Penalty: 5946.000488
	Iteration 5F: 3 clusters Score -2.194295e+07 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 105944 members 
Entering Unmasked Estep 
Score: -21949562.000000 Penalty: 5946.000488
	Iteration 6F: 3 clusters Score -2.194956e+07 nChanged 11922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 115770 members 
Entering Unmasked Estep 
Score: -21957682.000000 Penalty: 5946.000488
	Iteration 7F: 3 clusters Score -2.195768e+07 nChanged 11534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 125756 members 
Entering Unmasked Estep 
Score: -21965650.000000 Penalty: 5946.000488
	Iteration 8F: 3 clusters Score -2.196565e+07 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 134578 members 
Entering Unmasked Estep 
Score: -21972518.000000 Penalty: 5946.000488
	Iteration 9F: 3 clusters Score -2.197252e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 141714 members 
Entering Unmasked Estep 
Score: -21977658.000000 Penalty: 5946.000488
	Iteration 10Q: 3 clusters Score -2.197766e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 147225 members 
Entering Unmasked Estep 
Score: -21981616.000000 Penalty: 5946.000488
	Iteration 11Q: 3 clusters Score -2.198162e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 151491 members 
Entering Unmasked Estep 
Score: -21984496.000000 Penalty: 5946.000488
	Iteration 12Q: 3 clusters Score -2.19845e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 154599 members 
Entering Unmasked Estep 
Score: -21986578.000000 Penalty: 5946.000488
	Iteration 13Q: 3 clusters Score -2.198658e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 156658 members 
Entering Unmasked Estep 
Score: -21987836.000000 Penalty: 5946.000488
	Iteration 14Q: 3 clusters Score -2.198784e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 157985 members 
Entering Unmasked Estep 
Score: -21988692.000000 Penalty: 5946.000488
	Iteration 15Q: 3 clusters Score -2.198869e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 158761 members 
Entering Unmasked Estep 
Score: -21989114.000000 Penalty: 5946.000488
	Iteration 16Q: 3 clusters Score -2.198911e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 159193 members 
Entering Unmasked Estep 
Score: -21989304.000000 Penalty: 5946.000488
	Iteration 17Q: 3 clusters Score -2.19893e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 159465 members 
Entering Unmasked Estep 
Score: -21989452.000000 Penalty: 5946.000488
	Iteration 18Q: 3 clusters Score -2.198945e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 159642 members 
Entering Unmasked Estep 
Score: -21989500.000000 Penalty: 5946.000488
	Iteration 19Q: 3 clusters Score -2.19895e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 159741 members 
Entering Unmasked Estep 
Score: -21989574.000000 Penalty: 5946.000488
	Iteration 20F: 3 clusters Score -2.198957e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 159818 members 
Entering Unmasked Estep 
Score: -21989650.000000 Penalty: 5946.000488
	Iteration 21Q: 3 clusters Score -2.198965e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 159869 members 
Entering Unmasked Estep 
Score: -21989658.000000 Penalty: 5946.000488
	Iteration 22Q: 3 clusters Score -2.198966e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 159911 members 
Entering Unmasked Estep 
Score: -21989682.000000 Penalty: 5946.000488
	Iteration 23Q: 3 clusters Score -2.198968e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 159944 members 
Entering Unmasked Estep 
Score: -21989686.000000 Penalty: 5946.000488
	Iteration 24Q: 3 clusters Score -2.198969e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 159959 members 
Entering Unmasked Estep 
Score: -21989714.000000 Penalty: 5946.000488
	Iteration 25Q: 3 clusters Score -2.198971e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 159971 members 
Entering Unmasked Estep 
Score: -21989702.000000 Penalty: 5946.000488
	Iteration 26Q: 3 clusters Score -2.19897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 159980 members 
Entering Unmasked Estep 
Score: -21989730.000000 Penalty: 5946.000488
	Iteration 27Q: 3 clusters Score -2.198973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 159985 members 
Entering Unmasked Estep 
Score: -21989728.000000 Penalty: 5946.000488
	Iteration 28Q: 3 clusters Score -2.198973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 159989 members 
Entering Unmasked Estep 
Score: -21989740.000000 Penalty: 5946.000488
	Iteration 29Q: 3 clusters Score -2.198974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 159991 members 
Entering Unmasked Estep 
Score: -21989744.000000 Penalty: 5946.000488
	Iteration 30Q: 3 clusters Score -2.198974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 159998 members 
Entering Unmasked Estep 
Score: -21989750.000000 Penalty: 5946.000488
	Iteration 31Q: 3 clusters Score -2.198975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 160010 members 
Entering Unmasked Estep 
Score: -21989742.000000 Penalty: 5946.000488
	Iteration 32Q: 3 clusters Score -2.198974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 160015 members 
Entering Unmasked Estep 
Score: -21989758.000000 Penalty: 5946.000488
	Iteration 33Q: 3 clusters Score -2.198976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 160022 members 
Entering Unmasked Estep 
Score: -21989752.000000 Penalty: 5946.000488
	Iteration 34Q: 3 clusters Score -2.198975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 160027 members 
Entering Unmasked Estep 
Score: -21989762.000000 Penalty: 5946.000488
	Iteration 35Q: 3 clusters Score -2.198976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 160029 members 
Entering Unmasked Estep 
Score: -21989762.000000 Penalty: 5946.000488
	Iteration 36Q: 3 clusters Score -2.198976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 160033 members 
Entering Unmasked Estep 
Score: -21989764.000000 Penalty: 5946.000488
	Iteration 37Q: 3 clusters Score -2.198976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 160038 members 
Entering Unmasked Estep 
Score: -21989770.000000 Penalty: 5946.000488
	Iteration 38Q: 3 clusters Score -2.198977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 160043 members 
Entering Unmasked Estep 
Score: -21989768.000000 Penalty: 5946.000488
	Iteration 39Q: 3 clusters Score -2.198977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 160045 members 
Entering Unmasked Estep 
Score: -21989784.000000 Penalty: 5946.000488
	Iteration 40F: 3 clusters Score -2.198978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 160047 members 
Entering Unmasked Estep 
Score: -21989782.000000 Penalty: 5946.000488
	Iteration 41Q: 3 clusters Score -2.198978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 160047 members 
Entering Unmasked Estep 
Score: -21989776.000000 Penalty: 5946.000488
	Iteration 42Q: 3 clusters Score -2.198978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 160049 members 
Entering Unmasked Estep 
Score: -21989790.000000 Penalty: 5946.000488
	Iteration 43Q: 3 clusters Score -2.198979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 160051 members 
Entering Unmasked Estep 
Score: -21989792.000000 Penalty: 5946.000488
	Iteration 44Q: 3 clusters Score -2.198979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 160051 members 
Entering Unmasked Estep 
Score: -21989792.000000 Penalty: 5946.000488
	Iteration 45Q: 3 clusters Score -2.198979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 160051 members 
Entering Unmasked Estep 
Score: -21989792.000000 Penalty: 5946.000488
	Iteration 46F: 3 clusters Score -2.198979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -284402.875000 Penalty: 1911.574463
	Iteration 0F: 2 clusters Score -284402.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -281690.781250 Penalty: 3823.148926
	Iteration 0F: 3 clusters Score -281690.8 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -282312.593750 Penalty: 3823.148926
	Iteration 1F: 3 clusters Score -282312.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -282679.656250 Penalty: 3823.148926
	Iteration 2F: 3 clusters Score -282679.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -283053.656250 Penalty: 3823.148926
	Iteration 3F: 3 clusters Score -283053.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -283353.781250 Penalty: 3823.148926
	Iteration 4F: 3 clusters Score -283353.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -283577.625000 Penalty: 3823.148926
	Iteration 5F: 3 clusters Score -283577.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -283734.312500 Penalty: 3823.148926
	Iteration 6Q: 3 clusters Score -283734.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -283832.218750 Penalty: 3823.148926
	Iteration 7Q: 3 clusters Score -283832.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -283877.031250 Penalty: 3823.148926
	Iteration 8Q: 3 clusters Score -283877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -283906.468750 Penalty: 3823.148926
	Iteration 9Q: 3 clusters Score -283906.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -283936.968750 Penalty: 3823.148926
	Iteration 10Q: 3 clusters Score -283937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -283986.187500 Penalty: 3823.148926
	Iteration 11Q: 3 clusters Score -283986.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -284015.375000 Penalty: 3823.148926
	Iteration 12Q: 3 clusters Score -284015.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -284026.093750 Penalty: 3823.148926
	Iteration 13Q: 3 clusters Score -284026.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -284031.718750 Penalty: 3823.148926
	Iteration 14Q: 3 clusters Score -284031.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -284036.062500 Penalty: 3823.148926
	Iteration 15Q: 3 clusters Score -284036.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -284040.906250 Penalty: 3823.148926
	Iteration 16Q: 3 clusters Score -284040.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -284044.093750 Penalty: 3823.148926
	Iteration 17Q: 3 clusters Score -284044.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -284045.562500 Penalty: 3823.148926
	Iteration 18Q: 3 clusters Score -284045.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -284047.500000 Penalty: 3823.148926
	Iteration 19Q: 3 clusters Score -284047.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -284049.343750 Penalty: 3823.148926
	Iteration 20F: 3 clusters Score -284049.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -284050.000000 Penalty: 3823.148926
	Iteration 21Q: 3 clusters Score -284050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -284049.812500 Penalty: 3823.148926
	Iteration 22Q: 3 clusters Score -284049.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -284049.812500 Penalty: 3823.148926
	Iteration 23F: 3 clusters Score -284049.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -827333.500000 Penalty: 2174.452148
	Iteration 0F: 2 clusters Score -827333.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -821898.687500 Penalty: 4348.904297
	Iteration 0F: 3 clusters Score -821898.7 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -823359.625000 Penalty: 4348.904297
	Iteration 1F: 3 clusters Score -823359.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -823659.312500 Penalty: 4348.904297
	Iteration 2F: 3 clusters Score -823659.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -823947.125000 Penalty: 4348.904297
	Iteration 3F: 3 clusters Score -823947.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -824288.750000 Penalty: 4348.904297
	Iteration 4F: 3 clusters Score -824288.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -824714.875000 Penalty: 4348.904297
	Iteration 5F: 3 clusters Score -824714.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -825178.687500 Penalty: 4348.904297
	Iteration 6F: 3 clusters Score -825178.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -825600.062500 Penalty: 4348.904297
	Iteration 7F: 3 clusters Score -825600.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -825851.500000 Penalty: 4348.904297
	Iteration 8Q: 3 clusters Score -825851.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -825991.250000 Penalty: 4348.904297
	Iteration 9Q: 3 clusters Score -825991.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -826075.875000 Penalty: 4348.904297
	Iteration 10Q: 3 clusters Score -826075.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -826140.625000 Penalty: 4348.904297
	Iteration 11Q: 3 clusters Score -826140.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -826178.562500 Penalty: 4348.904297
	Iteration 12Q: 3 clusters Score -826178.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -826217.187500 Penalty: 4348.904297
	Iteration 13Q: 3 clusters Score -826217.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -826253.875000 Penalty: 4348.904297
	Iteration 14Q: 3 clusters Score -826253.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -826284.062500 Penalty: 4348.904297
	Iteration 15Q: 3 clusters Score -826284.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -826313.375000 Penalty: 4348.904297
	Iteration 16Q: 3 clusters Score -826313.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -826341.187500 Penalty: 4348.904297
	Iteration 17Q: 3 clusters Score -826341.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -826367.500000 Penalty: 4348.904297
	Iteration 18Q: 3 clusters Score -826367.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -826384.750000 Penalty: 4348.904297
	Iteration 19Q: 3 clusters Score -826384.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -826403.687500 Penalty: 4348.904297
	Iteration 20F: 3 clusters Score -826403.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -826413.687500 Penalty: 4348.904297
	Iteration 21Q: 3 clusters Score -826413.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -826422.375000 Penalty: 4348.904297
	Iteration 22Q: 3 clusters Score -826422.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -826433.687500 Penalty: 4348.904297
	Iteration 23Q: 3 clusters Score -826433.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -826443.937500 Penalty: 4348.904297
	Iteration 24Q: 3 clusters Score -826443.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -826450.125000 Penalty: 4348.904297
	Iteration 25Q: 3 clusters Score -826450.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -826461.000000 Penalty: 4348.904297
	Iteration 26Q: 3 clusters Score -826461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -826472.687500 Penalty: 4348.904297
	Iteration 27Q: 3 clusters Score -826472.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -826485.187500 Penalty: 4348.904297
	Iteration 28Q: 3 clusters Score -826485.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -826496.062500 Penalty: 4348.904297
	Iteration 29Q: 3 clusters Score -826496.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -826505.687500 Penalty: 4348.904297
	Iteration 30Q: 3 clusters Score -826505.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -826512.562500 Penalty: 4348.904297
	Iteration 31Q: 3 clusters Score -826512.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -826519.437500 Penalty: 4348.904297
	Iteration 32Q: 3 clusters Score -826519.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -826524.437500 Penalty: 4348.904297
	Iteration 33Q: 3 clusters Score -826524.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -826529.625000 Penalty: 4348.904297
	Iteration 34Q: 3 clusters Score -826529.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -826532.375000 Penalty: 4348.904297
	Iteration 35Q: 3 clusters Score -826532.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -826535.625000 Penalty: 4348.904297
	Iteration 36Q: 3 clusters Score -826535.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -826539.875000 Penalty: 4348.904297
	Iteration 37Q: 3 clusters Score -826539.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -826540.000000 Penalty: 4348.904297
	Iteration 38Q: 3 clusters Score -826540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -826541.750000 Penalty: 4348.904297
	Iteration 39Q: 3 clusters Score -826541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -826542.312500 Penalty: 4348.904297
	Iteration 40F: 3 clusters Score -826542.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -826543.062500 Penalty: 4348.904297
	Iteration 41Q: 3 clusters Score -826543.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -826542.875000 Penalty: 4348.904297
	Iteration 42Q: 3 clusters Score -826542.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -826543.125000 Penalty: 4348.904297
	Iteration 43Q: 3 clusters Score -826543.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -826543.125000 Penalty: 4348.904297
	Iteration 44F: 3 clusters Score -826543.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -551060.750000 Penalty: 2080.109863
	Iteration 0F: 2 clusters Score -551060.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -546969.750000 Penalty: 4160.219727
	Iteration 0F: 3 clusters Score -546969.8 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -548035.562500 Penalty: 4160.219727
	Iteration 1F: 3 clusters Score -548035.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -548385.562500 Penalty: 4160.219727
	Iteration 2F: 3 clusters Score -548385.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -548695.062500 Penalty: 4160.219727
	Iteration 3F: 3 clusters Score -548695.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -549018.687500 Penalty: 4160.219727
	Iteration 4F: 3 clusters Score -549018.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -549280.062500 Penalty: 4160.219727
	Iteration 5F: 3 clusters Score -549280.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -549511.437500 Penalty: 4160.219727
	Iteration 6Q: 3 clusters Score -549511.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -549661.875000 Penalty: 4160.219727
	Iteration 7Q: 3 clusters Score -549661.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -549764.750000 Penalty: 4160.219727
	Iteration 8Q: 3 clusters Score -549764.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -549829.250000 Penalty: 4160.219727
	Iteration 9Q: 3 clusters Score -549829.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -549870.687500 Penalty: 4160.219727
	Iteration 10Q: 3 clusters Score -549870.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -549905.062500 Penalty: 4160.219727
	Iteration 11Q: 3 clusters Score -549905.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -549933.375000 Penalty: 4160.219727
	Iteration 12Q: 3 clusters Score -549933.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -549964.187500 Penalty: 4160.219727
	Iteration 13Q: 3 clusters Score -549964.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -549983.937500 Penalty: 4160.219727
	Iteration 14Q: 3 clusters Score -549983.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -550003.437500 Penalty: 4160.219727
	Iteration 15Q: 3 clusters Score -550003.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -550022.687500 Penalty: 4160.219727
	Iteration 16Q: 3 clusters Score -550022.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -550049.750000 Penalty: 4160.219727
	Iteration 17Q: 3 clusters Score -550049.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -550066.000000 Penalty: 4160.219727
	Iteration 18Q: 3 clusters Score -550066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -550082.000000 Penalty: 4160.219727
	Iteration 19Q: 3 clusters Score -550082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -550093.312500 Penalty: 4160.219727
	Iteration 20F: 3 clusters Score -550093.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -550101.000000 Penalty: 4160.219727
	Iteration 21Q: 3 clusters Score -550101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -550107.562500 Penalty: 4160.219727
	Iteration 22Q: 3 clusters Score -550107.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -550111.812500 Penalty: 4160.219727
	Iteration 23Q: 3 clusters Score -550111.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -550115.187500 Penalty: 4160.219727
	Iteration 24Q: 3 clusters Score -550115.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -550118.375000 Penalty: 4160.219727
	Iteration 25Q: 3 clusters Score -550118.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -550120.750000 Penalty: 4160.219727
	Iteration 26Q: 3 clusters Score -550120.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -550123.937500 Penalty: 4160.219727
	Iteration 27Q: 3 clusters Score -550123.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -550128.125000 Penalty: 4160.219727
	Iteration 28Q: 3 clusters Score -550128.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -550131.625000 Penalty: 4160.219727
	Iteration 29Q: 3 clusters Score -550131.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -550133.625000 Penalty: 4160.219727
	Iteration 30Q: 3 clusters Score -550133.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -550135.250000 Penalty: 4160.219727
	Iteration 31Q: 3 clusters Score -550135.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -550137.812500 Penalty: 4160.219727
	Iteration 32Q: 3 clusters Score -550137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -550138.375000 Penalty: 4160.219727
	Iteration 33Q: 3 clusters Score -550138.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -550139.000000 Penalty: 4160.219727
	Iteration 34Q: 3 clusters Score -550139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -550144.875000 Penalty: 4160.219727
	Iteration 35Q: 3 clusters Score -550144.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -550149.062500 Penalty: 4160.219727
	Iteration 36Q: 3 clusters Score -550149.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -550152.562500 Penalty: 4160.219727
	Iteration 37Q: 3 clusters Score -550152.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -550155.312500 Penalty: 4160.219727
	Iteration 38Q: 3 clusters Score -550155.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -550157.250000 Penalty: 4160.219727
	Iteration 39Q: 3 clusters Score -550157.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -550159.500000 Penalty: 4160.219727
	Iteration 40F: 3 clusters Score -550159.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -550158.562500 Penalty: 4160.219727
	Iteration 41Q: 3 clusters Score -550158.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -550158.562500 Penalty: 4160.219727
	Iteration 42F: 3 clusters Score -550158.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Entering Unmasked Estep 
Score: -2298188.500000 Penalty: 2414.590332
	Iteration 0F: 2 clusters Score -2298188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2286092.500000 Penalty: 4829.180664
	Iteration 0F: 3 clusters Score -2286092 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2290034.000000 Penalty: 4829.180664
	Iteration 1F: 3 clusters Score -2290034 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2290441.250000 Penalty: 4829.180664
	Iteration 2F: 3 clusters Score -2290441 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2290797.000000 Penalty: 4829.180664
	Iteration 3F: 3 clusters Score -2290797 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2291113.000000 Penalty: 4829.180664
	Iteration 4Q: 3 clusters Score -2291113 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2291469.500000 Penalty: 4829.180664
	Iteration 5Q: 3 clusters Score -2291470 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2291880.000000 Penalty: 4829.180664
	Iteration 6Q: 3 clusters Score -2291880 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2292441.000000 Penalty: 4829.180664
	Iteration 7Q: 3 clusters Score -2292441 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2293132.250000 Penalty: 4829.180664
	Iteration 8F: 3 clusters Score -2293132 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2293727.750000 Penalty: 4829.180664
	Iteration 9F: 3 clusters Score -2293728 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2294135.500000 Penalty: 4829.180664
	Iteration 10Q: 3 clusters Score -2294136 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2294425.250000 Penalty: 4829.180664
	Iteration 11Q: 3 clusters Score -2294425 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2294634.500000 Penalty: 4829.180664
	Iteration 12Q: 3 clusters Score -2294634 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2294791.000000 Penalty: 4829.180664
	Iteration 13Q: 3 clusters Score -2294791 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2294932.250000 Penalty: 4829.180664
	Iteration 14Q: 3 clusters Score -2294932 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2295094.250000 Penalty: 4829.180664
	Iteration 15Q: 3 clusters Score -2295094 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2295299.500000 Penalty: 4829.180664
	Iteration 16Q: 3 clusters Score -2295300 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2295554.000000 Penalty: 4829.180664
	Iteration 17Q: 3 clusters Score -2295554 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2295786.250000 Penalty: 4829.180664
	Iteration 18Q: 3 clusters Score -2295786 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2296005.000000 Penalty: 4829.180664
	Iteration 19Q: 3 clusters Score -2296005 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2296274.500000 Penalty: 4829.180664
	Iteration 20F: 3 clusters Score -2296274 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2296527.500000 Penalty: 4829.180664
	Iteration 21Q: 3 clusters Score -2296528 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2296730.500000 Penalty: 4829.180664
	Iteration 22Q: 3 clusters Score -2296730 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2296852.250000 Penalty: 4829.180664
	Iteration 23Q: 3 clusters Score -2296852 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2296930.250000 Penalty: 4829.180664
	Iteration 24Q: 3 clusters Score -2296930 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2296981.250000 Penalty: 4829.180664
	Iteration 25Q: 3 clusters Score -2296981 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2297021.750000 Penalty: 4829.180664
	Iteration 26Q: 3 clusters Score -2297022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2297046.250000 Penalty: 4829.180664
	Iteration 27Q: 3 clusters Score -2297046 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2297063.500000 Penalty: 4829.180664
	Iteration 28Q: 3 clusters Score -2297064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2297073.000000 Penalty: 4829.180664
	Iteration 29Q: 3 clusters Score -2297073 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2297084.000000 Penalty: 4829.180664
	Iteration 30Q: 3 clusters Score -2297084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2297093.500000 Penalty: 4829.180664
	Iteration 31Q: 3 clusters Score -2297094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2297098.500000 Penalty: 4829.180664
	Iteration 32Q: 3 clusters Score -2297098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2297105.500000 Penalty: 4829.180664
	Iteration 33Q: 3 clusters Score -2297106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2297114.750000 Penalty: 4829.180664
	Iteration 34Q: 3 clusters Score -2297115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2297118.750000 Penalty: 4829.180664
	Iteration 35Q: 3 clusters Score -2297119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2297118.500000 Penalty: 4829.180664
	Iteration 36Q: 3 clusters Score -2297118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2297120.250000 Penalty: 4829.180664
	Iteration 37Q: 3 clusters Score -2297120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2297123.000000 Penalty: 4829.180664
	Iteration 38Q: 3 clusters Score -2297123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2297123.750000 Penalty: 4829.180664
	Iteration 39Q: 3 clusters Score -2297124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2297118.250000 Penalty: 4829.180664
	Iteration 40F: 3 clusters Score -2297118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2297122.500000 Penalty: 4829.180664
	Iteration 41Q: 3 clusters Score -2297122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2297121.750000 Penalty: 4829.180664
	Iteration 42Q: 3 clusters Score -2297122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2297121.750000 Penalty: 4829.180664
	Iteration 43F: 3 clusters Score -2297122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Entering Unmasked Estep 
Score: -1632710.500000 Penalty: 2329.854980
	Iteration 0F: 2 clusters Score -1632710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1623728.625000 Penalty: 4659.709961
	Iteration 0F: 3 clusters Score -1623729 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1626467.000000 Penalty: 4659.709961
	Iteration 1F: 3 clusters Score -1626467 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1626832.750000 Penalty: 4659.709961
	Iteration 2F: 3 clusters Score -1626833 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1627132.500000 Penalty: 4659.709961
	Iteration 3F: 3 clusters Score -1627132 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1627397.875000 Penalty: 4659.709961
	Iteration 4Q: 3 clusters Score -1627398 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1627686.250000 Penalty: 4659.709961
	Iteration 5Q: 3 clusters Score -1627686 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1628047.000000 Penalty: 4659.709961
	Iteration 6Q: 3 clusters Score -1628047 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1628443.875000 Penalty: 4659.709961
	Iteration 7Q: 3 clusters Score -1628444 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1628857.500000 Penalty: 4659.709961
	Iteration 8Q: 3 clusters Score -1628858 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1629289.000000 Penalty: 4659.709961
	Iteration 9Q: 3 clusters Score -1629289 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1629705.375000 Penalty: 4659.709961
	Iteration 10Q: 3 clusters Score -1629705 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1630047.125000 Penalty: 4659.709961
	Iteration 11Q: 3 clusters Score -1630047 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1630356.750000 Penalty: 4659.709961
	Iteration 12Q: 3 clusters Score -1630357 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1630594.625000 Penalty: 4659.709961
	Iteration 13Q: 3 clusters Score -1630595 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1630776.750000 Penalty: 4659.709961
	Iteration 14Q: 3 clusters Score -1630777 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1630883.250000 Penalty: 4659.709961
	Iteration 15Q: 3 clusters Score -1630883 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1630969.875000 Penalty: 4659.709961
	Iteration 16Q: 3 clusters Score -1630970 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1631047.375000 Penalty: 4659.709961
	Iteration 17Q: 3 clusters Score -1631047 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1631106.125000 Penalty: 4659.709961
	Iteration 18Q: 3 clusters Score -1631106 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1631152.375000 Penalty: 4659.709961
	Iteration 19Q: 3 clusters Score -1631152 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1631185.500000 Penalty: 4659.709961
	Iteration 20F: 3 clusters Score -1631186 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1631216.875000 Penalty: 4659.709961
	Iteration 21Q: 3 clusters Score -1631217 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1631244.625000 Penalty: 4659.709961
	Iteration 22Q: 3 clusters Score -1631245 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1631269.500000 Penalty: 4659.709961
	Iteration 23Q: 3 clusters Score -1631270 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1631290.875000 Penalty: 4659.709961
	Iteration 24Q: 3 clusters Score -1631291 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1631309.875000 Penalty: 4659.709961
	Iteration 25Q: 3 clusters Score -1631310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1631328.000000 Penalty: 4659.709961
	Iteration 26Q: 3 clusters Score -1631328 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1631343.375000 Penalty: 4659.709961
	Iteration 27Q: 3 clusters Score -1631343 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1631355.375000 Penalty: 4659.709961
	Iteration 28Q: 3 clusters Score -1631355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1631358.625000 Penalty: 4659.709961
	Iteration 29Q: 3 clusters Score -1631359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1631370.625000 Penalty: 4659.709961
	Iteration 30Q: 3 clusters Score -1631371 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1631379.875000 Penalty: 4659.709961
	Iteration 31Q: 3 clusters Score -1631380 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1631390.500000 Penalty: 4659.709961
	Iteration 32Q: 3 clusters Score -1631390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1631403.000000 Penalty: 4659.709961
	Iteration 33Q: 3 clusters Score -1631403 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1631409.625000 Penalty: 4659.709961
	Iteration 34Q: 3 clusters Score -1631410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1631417.125000 Penalty: 4659.709961
	Iteration 35Q: 3 clusters Score -1631417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1631426.750000 Penalty: 4659.709961
	Iteration 36Q: 3 clusters Score -1631427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1631431.250000 Penalty: 4659.709961
	Iteration 37Q: 3 clusters Score -1631431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1631431.125000 Penalty: 4659.709961
	Iteration 38Q: 3 clusters Score -1631431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1631435.125000 Penalty: 4659.709961
	Iteration 39Q: 3 clusters Score -1631435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1631439.875000 Penalty: 4659.709961
	Iteration 40F: 3 clusters Score -1631440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1631445.875000 Penalty: 4659.709961
	Iteration 41Q: 3 clusters Score -1631446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1631444.125000 Penalty: 4659.709961
	Iteration 42Q: 3 clusters Score -1631444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1631451.500000 Penalty: 4659.709961
	Iteration 43Q: 3 clusters Score -1631452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1631452.875000 Penalty: 4659.709961
	Iteration 44Q: 3 clusters Score -1631453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1631458.500000 Penalty: 4659.709961
	Iteration 45Q: 3 clusters Score -1631458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1631465.375000 Penalty: 4659.709961
	Iteration 46Q: 3 clusters Score -1631465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1631468.625000 Penalty: 4659.709961
	Iteration 47Q: 3 clusters Score -1631469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1631474.625000 Penalty: 4659.709961
	Iteration 48Q: 3 clusters Score -1631475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1631489.250000 Penalty: 4659.709961
	Iteration 49Q: 3 clusters Score -1631489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1631492.375000 Penalty: 4659.709961
	Iteration 50Q: 3 clusters Score -1631492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1631494.625000 Penalty: 4659.709961
	Iteration 51Q: 3 clusters Score -1631495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1631499.750000 Penalty: 4659.709961
	Iteration 52Q: 3 clusters Score -1631500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1631503.375000 Penalty: 4659.709961
	Iteration 53Q: 3 clusters Score -1631503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1631509.125000 Penalty: 4659.709961
	Iteration 54Q: 3 clusters Score -1631509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1631512.750000 Penalty: 4659.709961
	Iteration 55Q: 3 clusters Score -1631513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1631519.250000 Penalty: 4659.709961
	Iteration 56Q: 3 clusters Score -1631519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1631526.250000 Penalty: 4659.709961
	Iteration 57Q: 3 clusters Score -1631526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1631534.750000 Penalty: 4659.709961
	Iteration 58Q: 3 clusters Score -1631535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1631540.250000 Penalty: 4659.709961
	Iteration 59Q: 3 clusters Score -1631540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1631541.625000 Penalty: 4659.709961
	Iteration 60F: 3 clusters Score -1631542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1631550.500000 Penalty: 4659.709961
	Iteration 61Q: 3 clusters Score -1631550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1631552.125000 Penalty: 4659.709961
	Iteration 62Q: 3 clusters Score -1631552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1631553.875000 Penalty: 4659.709961
	Iteration 63Q: 3 clusters Score -1631554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1631555.875000 Penalty: 4659.709961
	Iteration 64Q: 3 clusters Score -1631556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1631556.125000 Penalty: 4659.709961
	Iteration 65Q: 3 clusters Score -1631556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1631553.375000 Penalty: 4659.709961
	Iteration 66Q: 3 clusters Score -1631553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1631554.000000 Penalty: 4659.709961
	Iteration 67Q: 3 clusters Score -1631554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1631552.250000 Penalty: 4659.709961
	Iteration 68Q: 3 clusters Score -1631552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1631555.875000 Penalty: 4659.709961
	Iteration 69Q: 3 clusters Score -1631556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1631555.875000 Penalty: 4659.709961
	Iteration 70F: 3 clusters Score -1631556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -119424.632812 Penalty: 1702.223267
	Iteration 0F: 2 clusters Score -119424.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -117569.835938 Penalty: 3404.446533
	Iteration 0F: 3 clusters Score -117569.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -118015.273438 Penalty: 3404.446533
	Iteration 1F: 3 clusters Score -118015.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -118321.523438 Penalty: 3404.446533
	Iteration 2F: 3 clusters Score -118321.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -118495.953125 Penalty: 3404.446533
	Iteration 3F: 3 clusters Score -118496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -118689.351562 Penalty: 3404.446533
	Iteration 4Q: 3 clusters Score -118689.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -118998.351562 Penalty: 3404.446533
	Iteration 5Q: 3 clusters Score -118998.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -119080.843750 Penalty: 3404.446533
	Iteration 6Q: 3 clusters Score -119080.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -119130.585938 Penalty: 3404.446533
	Iteration 7Q: 3 clusters Score -119130.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -119190.250000 Penalty: 3404.446533
	Iteration 8Q: 3 clusters Score -119190.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -119225.804688 Penalty: 3404.446533
	Iteration 9Q: 3 clusters Score -119225.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -119258.687500 Penalty: 3404.446533
	Iteration 10Q: 3 clusters Score -119258.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -119288.796875 Penalty: 3404.446533
	Iteration 11Q: 3 clusters Score -119288.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -119336.210938 Penalty: 3404.446533
	Iteration 12Q: 3 clusters Score -119336.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -119374.156250 Penalty: 3404.446533
	Iteration 13Q: 3 clusters Score -119374.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -119395.242188 Penalty: 3404.446533
	Iteration 14Q: 3 clusters Score -119395.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -119403.250000 Penalty: 3404.446533
	Iteration 15Q: 3 clusters Score -119403.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -119408.570312 Penalty: 3404.446533
	Iteration 16Q: 3 clusters Score -119408.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -119416.351562 Penalty: 3404.446533
	Iteration 17Q: 3 clusters Score -119416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -119417.429688 Penalty: 3404.446533
	Iteration 18Q: 3 clusters Score -119417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -119419.507812 Penalty: 3404.446533
	Iteration 19Q: 3 clusters Score -119419.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -119419.507812 Penalty: 3404.446533
	Iteration 20F: 3 clusters Score -119419.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -16175.111328 Penalty: 1227.292480
	Iteration 0F: 2 clusters Score -16175.11 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 77 members 
Entering Unmasked Estep 
Score: -15214.529297 Penalty: 2454.584961
	Iteration 0F: 3 clusters Score -15214.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15226.719727 Penalty: 2454.584961
	Iteration 1Q: 3 clusters Score -15226.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15231.684570 Penalty: 2454.584961
	Iteration 2Q: 3 clusters Score -15231.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15231.684570 Penalty: 2454.584961
	Iteration 3F: 3 clusters Score -15231.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Entering Unmasked Estep 
Score: -907373.812500 Penalty: 2209.791748
	Iteration 0F: 2 clusters Score -907373.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -901345.812500 Penalty: 4419.583496
	Iteration 0F: 3 clusters Score -901345.8 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -902957.000000 Penalty: 4419.583496
	Iteration 1F: 3 clusters Score -902957 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -903325.625000 Penalty: 4419.583496
	Iteration 2F: 3 clusters Score -903325.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -903595.125000 Penalty: 4419.583496
	Iteration 3F: 3 clusters Score -903595.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -903810.375000 Penalty: 4419.583496
	Iteration 4F: 3 clusters Score -903810.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -903992.062500 Penalty: 4419.583496
	Iteration 5Q: 3 clusters Score -903992.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -904167.187500 Penalty: 4419.583496
	Iteration 6Q: 3 clusters Score -904167.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -904326.125000 Penalty: 4419.583496
	Iteration 7Q: 3 clusters Score -904326.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -904476.875000 Penalty: 4419.583496
	Iteration 8Q: 3 clusters Score -904476.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -904608.687500 Penalty: 4419.583496
	Iteration 9Q: 3 clusters Score -904608.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -904707.250000 Penalty: 4419.583496
	Iteration 10Q: 3 clusters Score -904707.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -904776.187500 Penalty: 4419.583496
	Iteration 11Q: 3 clusters Score -904776.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -904840.125000 Penalty: 4419.583496
	Iteration 12Q: 3 clusters Score -904840.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -904887.312500 Penalty: 4419.583496
	Iteration 13Q: 3 clusters Score -904887.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -904936.750000 Penalty: 4419.583496
	Iteration 14Q: 3 clusters Score -904936.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -904982.687500 Penalty: 4419.583496
	Iteration 15Q: 3 clusters Score -904982.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -905018.062500 Penalty: 4419.583496
	Iteration 16Q: 3 clusters Score -905018.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -905043.875000 Penalty: 4419.583496
	Iteration 17Q: 3 clusters Score -905043.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -905065.625000 Penalty: 4419.583496
	Iteration 18Q: 3 clusters Score -905065.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -905083.312500 Penalty: 4419.583496
	Iteration 19Q: 3 clusters Score -905083.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -905098.625000 Penalty: 4419.583496
	Iteration 20F: 3 clusters Score -905098.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -905108.562500 Penalty: 4419.583496
	Iteration 21Q: 3 clusters Score -905108.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -905121.312500 Penalty: 4419.583496
	Iteration 22Q: 3 clusters Score -905121.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -905126.312500 Penalty: 4419.583496
	Iteration 23Q: 3 clusters Score -905126.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -905135.062500 Penalty: 4419.583496
	Iteration 24Q: 3 clusters Score -905135.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -905139.062500 Penalty: 4419.583496
	Iteration 25Q: 3 clusters Score -905139.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -905143.750000 Penalty: 4419.583496
	Iteration 26Q: 3 clusters Score -905143.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -905152.062500 Penalty: 4419.583496
	Iteration 27Q: 3 clusters Score -905152.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -905155.937500 Penalty: 4419.583496
	Iteration 28Q: 3 clusters Score -905155.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -905161.250000 Penalty: 4419.583496
	Iteration 29Q: 3 clusters Score -905161.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -905161.687500 Penalty: 4419.583496
	Iteration 30Q: 3 clusters Score -905161.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -905165.875000 Penalty: 4419.583496
	Iteration 31Q: 3 clusters Score -905165.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -905169.625000 Penalty: 4419.583496
	Iteration 32Q: 3 clusters Score -905169.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -905175.375000 Penalty: 4419.583496
	Iteration 33Q: 3 clusters Score -905175.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -905183.687500 Penalty: 4419.583496
	Iteration 34Q: 3 clusters Score -905183.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -905187.625000 Penalty: 4419.583496
	Iteration 35Q: 3 clusters Score -905187.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -905195.000000 Penalty: 4419.583496
	Iteration 36Q: 3 clusters Score -905195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -905206.750000 Penalty: 4419.583496
	Iteration 37Q: 3 clusters Score -905206.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -905215.062500 Penalty: 4419.583496
	Iteration 38Q: 3 clusters Score -905215.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -905224.937500 Penalty: 4419.583496
	Iteration 39Q: 3 clusters Score -905224.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -905235.687500 Penalty: 4419.583496
	Iteration 40F: 3 clusters Score -905235.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -905250.187500 Penalty: 4419.583496
	Iteration 41Q: 3 clusters Score -905250.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -905261.000000 Penalty: 4419.583496
	Iteration 42Q: 3 clusters Score -905261 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -905275.000000 Penalty: 4419.583496
	Iteration 43Q: 3 clusters Score -905275 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -905289.562500 Penalty: 4419.583496
	Iteration 44Q: 3 clusters Score -905289.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -905296.500000 Penalty: 4419.583496
	Iteration 45Q: 3 clusters Score -905296.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -905305.187500 Penalty: 4419.583496
	Iteration 46Q: 3 clusters Score -905305.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -905316.187500 Penalty: 4419.583496
	Iteration 47Q: 3 clusters Score -905316.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -905324.062500 Penalty: 4419.583496
	Iteration 48Q: 3 clusters Score -905324.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -905330.375000 Penalty: 4419.583496
	Iteration 49Q: 3 clusters Score -905330.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -905334.500000 Penalty: 4419.583496
	Iteration 50Q: 3 clusters Score -905334.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -905345.312500 Penalty: 4419.583496
	Iteration 51Q: 3 clusters Score -905345.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -905348.562500 Penalty: 4419.583496
	Iteration 52Q: 3 clusters Score -905348.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -905354.937500 Penalty: 4419.583496
	Iteration 53Q: 3 clusters Score -905354.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -905360.312500 Penalty: 4419.583496
	Iteration 54Q: 3 clusters Score -905360.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -905369.000000 Penalty: 4419.583496
	Iteration 55Q: 3 clusters Score -905369 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -905384.937500 Penalty: 4419.583496
	Iteration 56Q: 3 clusters Score -905384.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -905396.812500 Penalty: 4419.583496
	Iteration 57Q: 3 clusters Score -905396.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -905407.937500 Penalty: 4419.583496
	Iteration 58Q: 3 clusters Score -905407.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -905417.500000 Penalty: 4419.583496
	Iteration 59Q: 3 clusters Score -905417.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -905425.562500 Penalty: 4419.583496
	Iteration 60F: 3 clusters Score -905425.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -905439.562500 Penalty: 4419.583496
	Iteration 61Q: 3 clusters Score -905439.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -905446.562500 Penalty: 4419.583496
	Iteration 62Q: 3 clusters Score -905446.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -905456.750000 Penalty: 4419.583496
	Iteration 63Q: 3 clusters Score -905456.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -905468.500000 Penalty: 4419.583496
	Iteration 64Q: 3 clusters Score -905468.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -905483.000000 Penalty: 4419.583496
	Iteration 65Q: 3 clusters Score -905483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -905498.187500 Penalty: 4419.583496
	Iteration 66Q: 3 clusters Score -905498.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -905518.562500 Penalty: 4419.583496
	Iteration 67Q: 3 clusters Score -905518.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -905535.875000 Penalty: 4419.583496
	Iteration 68Q: 3 clusters Score -905535.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -905556.375000 Penalty: 4419.583496
	Iteration 69Q: 3 clusters Score -905556.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -905581.375000 Penalty: 4419.583496
	Iteration 70Q: 3 clusters Score -905581.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -905605.250000 Penalty: 4419.583496
	Iteration 71Q: 3 clusters Score -905605.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -905628.500000 Penalty: 4419.583496
	Iteration 72Q: 3 clusters Score -905628.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -905655.625000 Penalty: 4419.583496
	Iteration 73Q: 3 clusters Score -905655.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -905692.437500 Penalty: 4419.583496
	Iteration 74Q: 3 clusters Score -905692.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -905719.625000 Penalty: 4419.583496
	Iteration 75Q: 3 clusters Score -905719.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -905752.875000 Penalty: 4419.583496
	Iteration 76Q: 3 clusters Score -905752.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -905785.937500 Penalty: 4419.583496
	Iteration 77Q: 3 clusters Score -905785.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -905826.687500 Penalty: 4419.583496
	Iteration 78Q: 3 clusters Score -905826.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -905878.750000 Penalty: 4419.583496
	Iteration 79Q: 3 clusters Score -905878.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -905926.375000 Penalty: 4419.583496
	Iteration 80F: 3 clusters Score -905926.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -905957.250000 Penalty: 4419.583496
	Iteration 81Q: 3 clusters Score -905957.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -905989.875000 Penalty: 4419.583496
	Iteration 82Q: 3 clusters Score -905989.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -906009.500000 Penalty: 4419.583496
	Iteration 83Q: 3 clusters Score -906009.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -906021.125000 Penalty: 4419.583496
	Iteration 84Q: 3 clusters Score -906021.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -906029.187500 Penalty: 4419.583496
	Iteration 85Q: 3 clusters Score -906029.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -906037.375000 Penalty: 4419.583496
	Iteration 86Q: 3 clusters Score -906037.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -906044.062500 Penalty: 4419.583496
	Iteration 87Q: 3 clusters Score -906044.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -906054.437500 Penalty: 4419.583496
	Iteration 88Q: 3 clusters Score -906054.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -906060.250000 Penalty: 4419.583496
	Iteration 89Q: 3 clusters Score -906060.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -906064.625000 Penalty: 4419.583496
	Iteration 90Q: 3 clusters Score -906064.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -906075.500000 Penalty: 4419.583496
	Iteration 91Q: 3 clusters Score -906075.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -906079.312500 Penalty: 4419.583496
	Iteration 92Q: 3 clusters Score -906079.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -906085.562500 Penalty: 4419.583496
	Iteration 93Q: 3 clusters Score -906085.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -906090.687500 Penalty: 4419.583496
	Iteration 94Q: 3 clusters Score -906090.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -906097.187500 Penalty: 4419.583496
	Iteration 95Q: 3 clusters Score -906097.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -906101.437500 Penalty: 4419.583496
	Iteration 96Q: 3 clusters Score -906101.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -906110.625000 Penalty: 4419.583496
	Iteration 97Q: 3 clusters Score -906110.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -906114.625000 Penalty: 4419.583496
	Iteration 98Q: 3 clusters Score -906114.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -906119.000000 Penalty: 4419.583496
	Iteration 99Q: 3 clusters Score -906119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -906121.687500 Penalty: 4419.583496
	Iteration 100F: 3 clusters Score -906121.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -906123.000000 Penalty: 4419.583496
	Iteration 101Q: 3 clusters Score -906123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -906123.937500 Penalty: 4419.583496
	Iteration 102Q: 3 clusters Score -906123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -906124.750000 Penalty: 4419.583496
	Iteration 103Q: 3 clusters Score -906124.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -906123.812500 Penalty: 4419.583496
	Iteration 104Q: 3 clusters Score -906123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -906125.250000 Penalty: 4419.583496
	Iteration 105Q: 3 clusters Score -906125.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -906126.062500 Penalty: 4419.583496
	Iteration 106Q: 3 clusters Score -906126.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -906126.062500 Penalty: 4419.583496
	Iteration 107F: 3 clusters Score -906126.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Entering Unmasked Estep 
Score: -882838.375000 Penalty: 2179.571045
	Iteration 0F: 2 clusters Score -882838.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -877341.687500 Penalty: 4359.142090
	Iteration 0F: 3 clusters Score -877341.7 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -878815.187500 Penalty: 4359.142090
	Iteration 1F: 3 clusters Score -878815.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -879072.625000 Penalty: 4359.142090
	Iteration 2F: 3 clusters Score -879072.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -879267.562500 Penalty: 4359.142090
	Iteration 3F: 3 clusters Score -879267.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -879433.062500 Penalty: 4359.142090
	Iteration 4Q: 3 clusters Score -879433.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -879567.875000 Penalty: 4359.142090
	Iteration 5Q: 3 clusters Score -879567.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -879704.125000 Penalty: 4359.142090
	Iteration 6Q: 3 clusters Score -879704.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -879840.312500 Penalty: 4359.142090
	Iteration 7Q: 3 clusters Score -879840.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -879967.562500 Penalty: 4359.142090
	Iteration 8Q: 3 clusters Score -879967.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -880079.062500 Penalty: 4359.142090
	Iteration 9Q: 3 clusters Score -880079.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -880177.625000 Penalty: 4359.142090
	Iteration 10Q: 3 clusters Score -880177.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -880258.375000 Penalty: 4359.142090
	Iteration 11Q: 3 clusters Score -880258.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -880320.812500 Penalty: 4359.142090
	Iteration 12Q: 3 clusters Score -880320.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -880373.250000 Penalty: 4359.142090
	Iteration 13Q: 3 clusters Score -880373.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -880410.750000 Penalty: 4359.142090
	Iteration 14Q: 3 clusters Score -880410.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -880449.437500 Penalty: 4359.142090
	Iteration 15Q: 3 clusters Score -880449.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -880488.000000 Penalty: 4359.142090
	Iteration 16Q: 3 clusters Score -880488 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -880519.625000 Penalty: 4359.142090
	Iteration 17Q: 3 clusters Score -880519.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -880546.875000 Penalty: 4359.142090
	Iteration 18Q: 3 clusters Score -880546.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -880572.250000 Penalty: 4359.142090
	Iteration 19Q: 3 clusters Score -880572.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -880590.187500 Penalty: 4359.142090
	Iteration 20F: 3 clusters Score -880590.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -880603.250000 Penalty: 4359.142090
	Iteration 21Q: 3 clusters Score -880603.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -880614.312500 Penalty: 4359.142090
	Iteration 22Q: 3 clusters Score -880614.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -880619.937500 Penalty: 4359.142090
	Iteration 23Q: 3 clusters Score -880619.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -880626.687500 Penalty: 4359.142090
	Iteration 24Q: 3 clusters Score -880626.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -880634.625000 Penalty: 4359.142090
	Iteration 25Q: 3 clusters Score -880634.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -880639.062500 Penalty: 4359.142090
	Iteration 26Q: 3 clusters Score -880639.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -880642.812500 Penalty: 4359.142090
	Iteration 27Q: 3 clusters Score -880642.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -880646.250000 Penalty: 4359.142090
	Iteration 28Q: 3 clusters Score -880646.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -880651.687500 Penalty: 4359.142090
	Iteration 29Q: 3 clusters Score -880651.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -880657.062500 Penalty: 4359.142090
	Iteration 30Q: 3 clusters Score -880657.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -880659.562500 Penalty: 4359.142090
	Iteration 31Q: 3 clusters Score -880659.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -880665.000000 Penalty: 4359.142090
	Iteration 32Q: 3 clusters Score -880665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -880667.812500 Penalty: 4359.142090
	Iteration 33Q: 3 clusters Score -880667.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -880672.250000 Penalty: 4359.142090
	Iteration 34Q: 3 clusters Score -880672.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -880673.437500 Penalty: 4359.142090
	Iteration 35Q: 3 clusters Score -880673.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -880678.250000 Penalty: 4359.142090
	Iteration 36Q: 3 clusters Score -880678.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -880680.375000 Penalty: 4359.142090
	Iteration 37Q: 3 clusters Score -880680.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -880681.625000 Penalty: 4359.142090
	Iteration 38Q: 3 clusters Score -880681.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -880682.125000 Penalty: 4359.142090
	Iteration 39Q: 3 clusters Score -880682.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -880685.750000 Penalty: 4359.142090
	Iteration 40F: 3 clusters Score -880685.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -880689.562500 Penalty: 4359.142090
	Iteration 41Q: 3 clusters Score -880689.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -880687.125000 Penalty: 4359.142090
	Iteration 42Q: 3 clusters Score -880687.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -880691.062500 Penalty: 4359.142090
	Iteration 43Q: 3 clusters Score -880691.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -880693.125000 Penalty: 4359.142090
	Iteration 44Q: 3 clusters Score -880693.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -880692.750000 Penalty: 4359.142090
	Iteration 45Q: 3 clusters Score -880692.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -880694.000000 Penalty: 4359.142090
	Iteration 46Q: 3 clusters Score -880694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -880695.562500 Penalty: 4359.142090
	Iteration 47Q: 3 clusters Score -880695.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -880697.312500 Penalty: 4359.142090
	Iteration 48Q: 3 clusters Score -880697.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -880696.312500 Penalty: 4359.142090
	Iteration 49Q: 3 clusters Score -880696.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -880695.562500 Penalty: 4359.142090
	Iteration 50Q: 3 clusters Score -880695.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -880695.562500 Penalty: 4359.142090
	Iteration 51Q: 3 clusters Score -880695.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -880698.250000 Penalty: 4359.142090
	Iteration 52Q: 3 clusters Score -880698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -880700.125000 Penalty: 4359.142090
	Iteration 53Q: 3 clusters Score -880700.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -880700.750000 Penalty: 4359.142090
	Iteration 54Q: 3 clusters Score -880700.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -880699.687500 Penalty: 4359.142090
	Iteration 55Q: 3 clusters Score -880699.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -880699.187500 Penalty: 4359.142090
	Iteration 56Q: 3 clusters Score -880699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -880699.250000 Penalty: 4359.142090
	Iteration 57Q: 3 clusters Score -880699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -880700.437500 Penalty: 4359.142090
	Iteration 58Q: 3 clusters Score -880700.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -880700.437500 Penalty: 4359.142090
	Iteration 59F: 3 clusters Score -880700.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Entering Unmasked Estep 
Score: -1486989.625000 Penalty: 2311.804688
	Iteration 0F: 2 clusters Score -1486990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1478567.500000 Penalty: 4623.609375
	Iteration 0F: 3 clusters Score -1478568 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1481130.625000 Penalty: 4623.609375
	Iteration 1F: 3 clusters Score -1481131 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1481400.750000 Penalty: 4623.609375
	Iteration 2F: 3 clusters Score -1481401 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1481609.875000 Penalty: 4623.609375
	Iteration 3Q: 3 clusters Score -1481610 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1481789.875000 Penalty: 4623.609375
	Iteration 4Q: 3 clusters Score -1481790 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1481982.250000 Penalty: 4623.609375
	Iteration 5Q: 3 clusters Score -1481982 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1482183.625000 Penalty: 4623.609375
	Iteration 6Q: 3 clusters Score -1482184 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1482416.375000 Penalty: 4623.609375
	Iteration 7Q: 3 clusters Score -1482416 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1482708.750000 Penalty: 4623.609375
	Iteration 8Q: 3 clusters Score -1482709 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1483006.250000 Penalty: 4623.609375
	Iteration 9Q: 3 clusters Score -1483006 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1483300.125000 Penalty: 4623.609375
	Iteration 10Q: 3 clusters Score -1483300 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1483599.250000 Penalty: 4623.609375
	Iteration 11Q: 3 clusters Score -1483599 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1483863.875000 Penalty: 4623.609375
	Iteration 12Q: 3 clusters Score -1483864 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1484101.625000 Penalty: 4623.609375
	Iteration 13Q: 3 clusters Score -1484102 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1484311.250000 Penalty: 4623.609375
	Iteration 14Q: 3 clusters Score -1484311 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1484473.250000 Penalty: 4623.609375
	Iteration 15Q: 3 clusters Score -1484473 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1484599.625000 Penalty: 4623.609375
	Iteration 16Q: 3 clusters Score -1484600 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1484709.125000 Penalty: 4623.609375
	Iteration 17Q: 3 clusters Score -1484709 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1484794.500000 Penalty: 4623.609375
	Iteration 18Q: 3 clusters Score -1484794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1484853.125000 Penalty: 4623.609375
	Iteration 19Q: 3 clusters Score -1484853 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1484888.125000 Penalty: 4623.609375
	Iteration 20F: 3 clusters Score -1484888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1484912.375000 Penalty: 4623.609375
	Iteration 21Q: 3 clusters Score -1484912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1484932.000000 Penalty: 4623.609375
	Iteration 22Q: 3 clusters Score -1484932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1484949.250000 Penalty: 4623.609375
	Iteration 23Q: 3 clusters Score -1484949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1484953.875000 Penalty: 4623.609375
	Iteration 24Q: 3 clusters Score -1484954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1484958.500000 Penalty: 4623.609375
	Iteration 25Q: 3 clusters Score -1484958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1484961.000000 Penalty: 4623.609375
	Iteration 26Q: 3 clusters Score -1484961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1484964.875000 Penalty: 4623.609375
	Iteration 27Q: 3 clusters Score -1484965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1484970.000000 Penalty: 4623.609375
	Iteration 28Q: 3 clusters Score -1484970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1484974.125000 Penalty: 4623.609375
	Iteration 29Q: 3 clusters Score -1484974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1484976.250000 Penalty: 4623.609375
	Iteration 30Q: 3 clusters Score -1484976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1484978.125000 Penalty: 4623.609375
	Iteration 31Q: 3 clusters Score -1484978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1484981.125000 Penalty: 4623.609375
	Iteration 32Q: 3 clusters Score -1484981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1484982.875000 Penalty: 4623.609375
	Iteration 33Q: 3 clusters Score -1484983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1484984.500000 Penalty: 4623.609375
	Iteration 34Q: 3 clusters Score -1484984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1484987.625000 Penalty: 4623.609375
	Iteration 35Q: 3 clusters Score -1484988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1484989.750000 Penalty: 4623.609375
	Iteration 36Q: 3 clusters Score -1484990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1484991.625000 Penalty: 4623.609375
	Iteration 37Q: 3 clusters Score -1484992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1484991.625000 Penalty: 4623.609375
	Iteration 38F: 3 clusters Score -1484992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Entering Unmasked Estep 
Score: -626503.687500 Penalty: 2116.834473
	Iteration 0F: 2 clusters Score -626503.7 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 2526 members 
Entering Unmasked Estep 
Score: -621916.812500 Penalty: 4233.668945
	Iteration 0F: 3 clusters Score -621916.8 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -623213.875000 Penalty: 4233.668945
	Iteration 1F: 3 clusters Score -623213.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -623573.875000 Penalty: 4233.668945
	Iteration 2F: 3 clusters Score -623573.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -623848.125000 Penalty: 4233.668945
	Iteration 3F: 3 clusters Score -623848.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -624093.875000 Penalty: 4233.668945
	Iteration 4F: 3 clusters Score -624093.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -624292.375000 Penalty: 4233.668945
	Iteration 5F: 3 clusters Score -624292.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -624457.437500 Penalty: 4233.668945
	Iteration 6Q: 3 clusters Score -624457.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -624569.062500 Penalty: 4233.668945
	Iteration 7Q: 3 clusters Score -624569.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -624653.312500 Penalty: 4233.668945
	Iteration 8Q: 3 clusters Score -624653.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -624723.312500 Penalty: 4233.668945
	Iteration 9Q: 3 clusters Score -624723.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -624780.750000 Penalty: 4233.668945
	Iteration 10Q: 3 clusters Score -624780.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -624846.687500 Penalty: 4233.668945
	Iteration 11Q: 3 clusters Score -624846.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -624925.812500 Penalty: 4233.668945
	Iteration 12Q: 3 clusters Score -624925.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -624989.562500 Penalty: 4233.668945
	Iteration 13Q: 3 clusters Score -624989.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -625033.750000 Penalty: 4233.668945
	Iteration 14Q: 3 clusters Score -625033.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -625077.125000 Penalty: 4233.668945
	Iteration 15Q: 3 clusters Score -625077.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -625114.250000 Penalty: 4233.668945
	Iteration 16Q: 3 clusters Score -625114.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -625142.437500 Penalty: 4233.668945
	Iteration 17Q: 3 clusters Score -625142.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -625162.750000 Penalty: 4233.668945
	Iteration 18Q: 3 clusters Score -625162.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -625175.625000 Penalty: 4233.668945
	Iteration 19Q: 3 clusters Score -625175.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -625183.312500 Penalty: 4233.668945
	Iteration 20F: 3 clusters Score -625183.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -625192.312500 Penalty: 4233.668945
	Iteration 21Q: 3 clusters Score -625192.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -625196.750000 Penalty: 4233.668945
	Iteration 22Q: 3 clusters Score -625196.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -625201.937500 Penalty: 4233.668945
	Iteration 23Q: 3 clusters Score -625201.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -625208.437500 Penalty: 4233.668945
	Iteration 24Q: 3 clusters Score -625208.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -625211.375000 Penalty: 4233.668945
	Iteration 25Q: 3 clusters Score -625211.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -625217.250000 Penalty: 4233.668945
	Iteration 26Q: 3 clusters Score -625217.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -625223.562500 Penalty: 4233.668945
	Iteration 27Q: 3 clusters Score -625223.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -625227.937500 Penalty: 4233.668945
	Iteration 28Q: 3 clusters Score -625227.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -625230.250000 Penalty: 4233.668945
	Iteration 29Q: 3 clusters Score -625230.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -625233.187500 Penalty: 4233.668945
	Iteration 30Q: 3 clusters Score -625233.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -625240.062500 Penalty: 4233.668945
	Iteration 31Q: 3 clusters Score -625240.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -625243.125000 Penalty: 4233.668945
	Iteration 32Q: 3 clusters Score -625243.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -625246.187500 Penalty: 4233.668945
	Iteration 33Q: 3 clusters Score -625246.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -625249.000000 Penalty: 4233.668945
	Iteration 34Q: 3 clusters Score -625249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -625252.437500 Penalty: 4233.668945
	Iteration 35Q: 3 clusters Score -625252.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -625257.625000 Penalty: 4233.668945
	Iteration 36Q: 3 clusters Score -625257.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -625259.937500 Penalty: 4233.668945
	Iteration 37Q: 3 clusters Score -625259.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -625260.437500 Penalty: 4233.668945
	Iteration 38Q: 3 clusters Score -625260.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -625262.062500 Penalty: 4233.668945
	Iteration 39Q: 3 clusters Score -625262.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -625263.312500 Penalty: 4233.668945
	Iteration 40F: 3 clusters Score -625263.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -625264.000000 Penalty: 4233.668945
	Iteration 41Q: 3 clusters Score -625264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -625264.000000 Penalty: 4233.668945
	Iteration 42F: 3 clusters Score -625264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Entering Unmasked Estep 
Score: -411065.875000 Penalty: 1992.025269
	Iteration 0F: 2 clusters Score -411065.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -407760.562500 Penalty: 3984.050537
	Iteration 0F: 3 clusters Score -407760.6 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -408453.187500 Penalty: 3984.050537
	Iteration 1F: 3 clusters Score -408453.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -408628.843750 Penalty: 3984.050537
	Iteration 2F: 3 clusters Score -408628.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -408715.781250 Penalty: 3984.050537
	Iteration 3Q: 3 clusters Score -408715.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -408761.000000 Penalty: 3984.050537
	Iteration 4Q: 3 clusters Score -408761 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -408792.468750 Penalty: 3984.050537
	Iteration 5Q: 3 clusters Score -408792.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -408819.406250 Penalty: 3984.050537
	Iteration 6Q: 3 clusters Score -408819.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -408841.062500 Penalty: 3984.050537
	Iteration 7Q: 3 clusters Score -408841.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -408853.968750 Penalty: 3984.050537
	Iteration 8Q: 3 clusters Score -408854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -408866.375000 Penalty: 3984.050537
	Iteration 9Q: 3 clusters Score -408866.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -408880.343750 Penalty: 3984.050537
	Iteration 10Q: 3 clusters Score -408880.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -408893.093750 Penalty: 3984.050537
	Iteration 11Q: 3 clusters Score -408893.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -408904.312500 Penalty: 3984.050537
	Iteration 12Q: 3 clusters Score -408904.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -408914.343750 Penalty: 3984.050537
	Iteration 13Q: 3 clusters Score -408914.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -408925.093750 Penalty: 3984.050537
	Iteration 14Q: 3 clusters Score -408925.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -408939.281250 Penalty: 3984.050537
	Iteration 15Q: 3 clusters Score -408939.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -408963.968750 Penalty: 3984.050537
	Iteration 16Q: 3 clusters Score -408964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -408989.062500 Penalty: 3984.050537
	Iteration 17Q: 3 clusters Score -408989.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -409019.062500 Penalty: 3984.050537
	Iteration 18Q: 3 clusters Score -409019.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -409052.031250 Penalty: 3984.050537
	Iteration 19Q: 3 clusters Score -409052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -409080.000000 Penalty: 3984.050537
	Iteration 20F: 3 clusters Score -409080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -409099.062500 Penalty: 3984.050537
	Iteration 21Q: 3 clusters Score -409099.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -409124.625000 Penalty: 3984.050537
	Iteration 22Q: 3 clusters Score -409124.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -409148.781250 Penalty: 3984.050537
	Iteration 23Q: 3 clusters Score -409148.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -409167.468750 Penalty: 3984.050537
	Iteration 24Q: 3 clusters Score -409167.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -409184.406250 Penalty: 3984.050537
	Iteration 25Q: 3 clusters Score -409184.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -409199.500000 Penalty: 3984.050537
	Iteration 26Q: 3 clusters Score -409199.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -409212.968750 Penalty: 3984.050537
	Iteration 27Q: 3 clusters Score -409213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -409223.406250 Penalty: 3984.050537
	Iteration 28Q: 3 clusters Score -409223.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -409234.656250 Penalty: 3984.050537
	Iteration 29Q: 3 clusters Score -409234.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -409243.093750 Penalty: 3984.050537
	Iteration 30Q: 3 clusters Score -409243.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -409251.031250 Penalty: 3984.050537
	Iteration 31Q: 3 clusters Score -409251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -409259.000000 Penalty: 3984.050537
	Iteration 32Q: 3 clusters Score -409259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -409269.781250 Penalty: 3984.050537
	Iteration 33Q: 3 clusters Score -409269.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -409283.406250 Penalty: 3984.050537
	Iteration 34Q: 3 clusters Score -409283.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -409296.218750 Penalty: 3984.050537
	Iteration 35Q: 3 clusters Score -409296.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -409311.593750 Penalty: 3984.050537
	Iteration 36Q: 3 clusters Score -409311.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -409324.000000 Penalty: 3984.050537
	Iteration 37Q: 3 clusters Score -409324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -409340.968750 Penalty: 3984.050537
	Iteration 38Q: 3 clusters Score -409341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -409348.750000 Penalty: 3984.050537
	Iteration 39Q: 3 clusters Score -409348.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -409356.562500 Penalty: 3984.050537
	Iteration 40F: 3 clusters Score -409356.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -409362.906250 Penalty: 3984.050537
	Iteration 41Q: 3 clusters Score -409362.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -409369.343750 Penalty: 3984.050537
	Iteration 42Q: 3 clusters Score -409369.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -409377.312500 Penalty: 3984.050537
	Iteration 43Q: 3 clusters Score -409377.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -409384.156250 Penalty: 3984.050537
	Iteration 44Q: 3 clusters Score -409384.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -409392.812500 Penalty: 3984.050537
	Iteration 45Q: 3 clusters Score -409392.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -409399.343750 Penalty: 3984.050537
	Iteration 46Q: 3 clusters Score -409399.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -409401.343750 Penalty: 3984.050537
	Iteration 47Q: 3 clusters Score -409401.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -409405.125000 Penalty: 3984.050537
	Iteration 48Q: 3 clusters Score -409405.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -409406.312500 Penalty: 3984.050537
	Iteration 49Q: 3 clusters Score -409406.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -409407.031250 Penalty: 3984.050537
	Iteration 50Q: 3 clusters Score -409407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -409407.031250 Penalty: 3984.050537
	Iteration 51F: 3 clusters Score -409407 nChanged 0
--- Evaluating fit on full set of 2290818 points ---
Entering Unmasked Estep 
Score: -300987744.000000 Penalty: 123481.750000
24->35 Clusters: Score -300987744.000000, best is -301848224.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 763606 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 31687 members 
Mstep: Class 3 contains 31547 members 
Mstep: Class 4 contains 32041 members 
Mstep: Class 5 contains 31821 members 
Mstep: Class 6 contains 32051 members 
Mstep: Class 7 contains 31956 members 
Mstep: Class 8 contains 31706 members 
Mstep: Class 9 contains 31826 members 
Mstep: Class 10 contains 32031 members 
Mstep: Class 11 contains 31572 members 
Mstep: Class 12 contains 32040 members 
Mstep: Class 13 contains 31702 members 
Mstep: Class 14 contains 31602 members 
Mstep: Class 15 contains 31755 members 
Mstep: Class 16 contains 31806 members 
Mstep: Class 17 contains 32119 members 
Mstep: Class 18 contains 31728 members 
Mstep: Class 19 contains 31572 members 
Mstep: Class 20 contains 31896 members 
Mstep: Class 21 contains 31844 members 
Mstep: Class 22 contains 31599 members 
Mstep: Class 23 contains 31867 members 
Mstep: Class 24 contains 32003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 265.732941 but Gain 3359.359375
Score: -95452016.000000 Penalty: 77265.281250
Iteration 0F: 24 clusters Score -9.545202e+07 nChanged 729012
Entering Unmasked Mstep 
Mstep: Class 0 contains 2053 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 9758 members 
Mstep: Class 3 contains 24241 members 
Mstep: Class 4 contains 20395 members 
Mstep: Class 5 contains 5170 members 
Mstep: Class 6 contains 26439 members 
Mstep: Class 7 contains 69549 members 
Mstep: Class 8 contains 13064 members 
Mstep: Class 9 contains 13919 members 
Mstep: Class 10 contains 7488 members 
Mstep: Class 12 contains 53805 members 
Mstep: Class 13 contains 25247 members 
Mstep: Class 14 contains 5759 members 
Mstep: Class 15 contains 51717 members 
Mstep: Class 16 contains 34389 members 
Mstep: Class 17 contains 49535 members 
Mstep: Class 18 contains 26589 members 
Mstep: Class 19 contains 10806 members 
Mstep: Class 20 contains 7794 members 
Mstep: Class 21 contains 16253 members 
Mstep: Class 22 contains 42442 members 
Mstep: Class 23 contains 26841 members 
Mstep: Class 24 contains 170425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98714224.000000 Penalty: 77265.281250
Iteration 1F: 24 clusters Score -9.871422e+07 nChanged 337666
Entering Unmasked Mstep 
Mstep: Class 0 contains 1211 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 8427 members 
Mstep: Class 3 contains 15736 members 
Mstep: Class 4 contains 19497 members 
Mstep: Class 5 contains 2945 members 
Mstep: Class 6 contains 20849 members 
Mstep: Class 7 contains 75588 members 
Mstep: Class 8 contains 14608 members 
Mstep: Class 9 contains 4282 members 
Mstep: Class 10 contains 4281 members 
Mstep: Class 12 contains 63726 members 
Mstep: Class 13 contains 14602 members 
Mstep: Class 14 contains 5146 members 
Mstep: Class 15 contains 44274 members 
Mstep: Class 16 contains 16915 members 
Mstep: Class 17 contains 28345 members 
Mstep: Class 18 contains 23055 members 
Mstep: Class 19 contains 8273 members 
Mstep: Class 20 contains 8411 members 
Mstep: Class 21 contains 11364 members 
Mstep: Class 22 contains 41393 members 
Mstep: Class 23 contains 26355 members 
Mstep: Class 24 contains 262557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99517992.000000 Penalty: 77265.281250
Iteration 2F: 24 clusters Score -9.951799e+07 nChanged 209289
Entering Unmasked Mstep 
Mstep: Class 0 contains 586 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 9449 members 
Mstep: Class 3 contains 11857 members 
Mstep: Class 4 contains 19522 members 
Mstep: Class 5 contains 1872 members 
Mstep: Class 6 contains 19886 members 
Mstep: Class 7 contains 77736 members 
Mstep: Class 8 contains 20099 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 2697 members 
Mstep: Class 12 contains 86189 members 
Mstep: Class 13 contains 7281 members 
Mstep: Class 14 contains 3589 members 
Mstep: Class 15 contains 40765 members 
Mstep: Class 16 contains 14152 members 
Mstep: Class 17 contains 24838 members 
Mstep: Class 18 contains 21098 members 
Mstep: Class 19 contains 9313 members 
Mstep: Class 20 contains 5222 members 
Mstep: Class 21 contains 12383 members 
Mstep: Class 22 contains 40293 members 
Mstep: Class 23 contains 29395 members 
Mstep: Class 24 contains 267528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3295.266113 but Gain 3359.359375
Score: -99903128.000000 Penalty: 73905.921875
Iteration 3F: 23 clusters Score -9.990313e+07 nChanged 144401
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 10472 members 
Mstep: Class 3 contains 10689 members 
Mstep: Class 4 contains 19803 members 
Mstep: Class 6 contains 23784 members 
Mstep: Class 7 contains 81926 members 
Mstep: Class 8 contains 24046 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 1935 members 
Mstep: Class 12 contains 100133 members 
Mstep: Class 13 contains 5444 members 
Mstep: Class 14 contains 2122 members 
Mstep: Class 15 contains 33045 members 
Mstep: Class 16 contains 14886 members 
Mstep: Class 17 contains 26368 members 
Mstep: Class 18 contains 19563 members 
Mstep: Class 19 contains 11268 members 
Mstep: Class 20 contains 3522 members 
Mstep: Class 21 contains 14836 members 
Mstep: Class 22 contains 44256 members 
Mstep: Class 23 contains 34267 members 
Mstep: Class 24 contains 241572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100113160.000000 Penalty: 73905.921875
Iteration 4F: 23 clusters Score -1.001132e+08 nChanged 111448
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 10733 members 
Mstep: Class 3 contains 10978 members 
Mstep: Class 4 contains 18823 members 
Mstep: Class 6 contains 30635 members 
Mstep: Class 7 contains 85420 members 
Mstep: Class 8 contains 26055 members 
Mstep: Class 9 contains 3464 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 12 contains 106982 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 1328 members 
Mstep: Class 15 contains 27980 members 
Mstep: Class 16 contains 14691 members 
Mstep: Class 17 contains 29914 members 
Mstep: Class 18 contains 17023 members 
Mstep: Class 19 contains 12777 members 
Mstep: Class 20 contains 3012 members 
Mstep: Class 21 contains 17954 members 
Mstep: Class 22 contains 50255 members 
Mstep: Class 23 contains 39016 members 
Mstep: Class 24 contains 213192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100267552.000000 Penalty: 73905.921875
Iteration 5F: 23 clusters Score -1.002676e+08 nChanged 90887
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 10661 members 
Mstep: Class 3 contains 12222 members 
Mstep: Class 4 contains 18136 members 
Mstep: Class 6 contains 39316 members 
Mstep: Class 7 contains 85679 members 
Mstep: Class 8 contains 25546 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 1445 members 
Mstep: Class 12 contains 113445 members 
Mstep: Class 13 contains 4840 members 
Mstep: Class 14 contains 923 members 
Mstep: Class 15 contains 25462 members 
Mstep: Class 16 contains 14670 members 
Mstep: Class 17 contains 33464 members 
Mstep: Class 18 contains 14099 members 
Mstep: Class 19 contains 13499 members 
Mstep: Class 20 contains 2817 members 
Mstep: Class 21 contains 20175 members 
Mstep: Class 22 contains 54837 members 
Mstep: Class 23 contains 41489 members 
Mstep: Class 24 contains 192142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100399184.000000 Penalty: 73905.921875
Iteration 6F: 23 clusters Score -1.003992e+08 nChanged 74890
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 10446 members 
Mstep: Class 3 contains 13948 members 
Mstep: Class 4 contains 17677 members 
Mstep: Class 6 contains 48569 members 
Mstep: Class 7 contains 83941 members 
Mstep: Class 8 contains 23612 members 
Mstep: Class 9 contains 3928 members 
Mstep: Class 10 contains 1443 members 
Mstep: Class 12 contains 120462 members 
Mstep: Class 13 contains 4718 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 23821 members 
Mstep: Class 16 contains 15058 members 
Mstep: Class 17 contains 36235 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 13645 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 21599 members 
Mstep: Class 22 contains 56040 members 
Mstep: Class 23 contains 40439 members 
Mstep: Class 24 contains 179837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100493464.000000 Penalty: 73905.921875
Iteration 7F: 23 clusters Score -1.004935e+08 nChanged 61654
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 15822 members 
Mstep: Class 4 contains 17297 members 
Mstep: Class 6 contains 56353 members 
Mstep: Class 7 contains 81852 members 
Mstep: Class 8 contains 20776 members 
Mstep: Class 9 contains 3734 members 
Mstep: Class 10 contains 1438 members 
Mstep: Class 12 contains 128414 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 22246 members 
Mstep: Class 16 contains 15805 members 
Mstep: Class 17 contains 38239 members 
Mstep: Class 18 contains 11534 members 
Mstep: Class 19 contains 13473 members 
Mstep: Class 20 contains 2437 members 
Mstep: Class 21 contains 23224 members 
Mstep: Class 22 contains 55129 members 
Mstep: Class 23 contains 37393 members 
Mstep: Class 24 contains 172105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100554272.000000 Penalty: 73905.921875
Iteration 8F: 23 clusters Score -1.005543e+08 nChanged 51630
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 9770 members 
Mstep: Class 3 contains 17525 members 
Mstep: Class 4 contains 16963 members 
Mstep: Class 6 contains 61969 members 
Mstep: Class 7 contains 80730 members 
Mstep: Class 8 contains 18021 members 
Mstep: Class 9 contains 3750 members 
Mstep: Class 10 contains 1380 members 
Mstep: Class 12 contains 137101 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20796 members 
Mstep: Class 16 contains 16540 members 
Mstep: Class 17 contains 39572 members 
Mstep: Class 18 contains 11997 members 
Mstep: Class 19 contains 13502 members 
Mstep: Class 20 contains 2160 members 
Mstep: Class 21 contains 24723 members 
Mstep: Class 22 contains 53665 members 
Mstep: Class 23 contains 34420 members 
Mstep: Class 24 contains 164585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100601080.000000 Penalty: 73905.921875
Iteration 9F: 23 clusters Score -1.006011e+08 nChanged 44530
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 9320 members 
Mstep: Class 3 contains 18702 members 
Mstep: Class 4 contains 16723 members 
Mstep: Class 6 contains 65284 members 
Mstep: Class 7 contains 81340 members 
Mstep: Class 8 contains 16274 members 
Mstep: Class 9 contains 3760 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 12 contains 146437 members 
Mstep: Class 13 contains 4722 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 19694 members 
Mstep: Class 16 contains 17078 members 
Mstep: Class 17 contains 40295 members 
Mstep: Class 18 contains 12628 members 
Mstep: Class 19 contains 13754 members 
Mstep: Class 20 contains 1861 members 
Mstep: Class 21 contains 25560 members 
Mstep: Class 22 contains 51982 members 
Mstep: Class 23 contains 31707 members 
Mstep: Class 24 contains 157069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100640744.000000 Penalty: 73905.921875
Iteration 10F: 23 clusters Score -1.006407e+08 nChanged 39824
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 8981 members 
Mstep: Class 3 contains 19590 members 
Mstep: Class 4 contains 16603 members 
Mstep: Class 6 contains 66951 members 
Mstep: Class 7 contains 84402 members 
Mstep: Class 8 contains 15162 members 
Mstep: Class 9 contains 3700 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 12 contains 155406 members 
Mstep: Class 13 contains 4928 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 19060 members 
Mstep: Class 16 contains 17368 members 
Mstep: Class 17 contains 40561 members 
Mstep: Class 18 contains 13052 members 
Mstep: Class 19 contains 13966 members 
Mstep: Class 20 contains 1695 members 
Mstep: Class 21 contains 26029 members 
Mstep: Class 22 contains 50443 members 
Mstep: Class 23 contains 29226 members 
Mstep: Class 24 contains 148785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100688656.000000 Penalty: 73905.921875
Iteration 11F: 23 clusters Score -1.006887e+08 nChanged 36647
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 8712 members 
Mstep: Class 3 contains 20183 members 
Mstep: Class 4 contains 16535 members 
Mstep: Class 6 contains 66928 members 
Mstep: Class 7 contains 88545 members 
Mstep: Class 8 contains 14465 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 12 contains 163606 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 18714 members 
Mstep: Class 16 contains 17508 members 
Mstep: Class 17 contains 40063 members 
Mstep: Class 18 contains 13369 members 
Mstep: Class 19 contains 14121 members 
Mstep: Class 20 contains 1616 members 
Mstep: Class 21 contains 26396 members 
Mstep: Class 22 contains 49104 members 
Mstep: Class 23 contains 26279 members 
Mstep: Class 24 contains 142667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100750160.000000 Penalty: 73905.921875
Iteration 12Q: 23 clusters Score -1.007502e+08 nChanged 31739
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 8473 members 
Mstep: Class 3 contains 20647 members 
Mstep: Class 4 contains 16437 members 
Mstep: Class 6 contains 65071 members 
Mstep: Class 7 contains 89199 members 
Mstep: Class 8 contains 14063 members 
Mstep: Class 9 contains 3623 members 
Mstep: Class 10 contains 1065 members 
Mstep: Class 12 contains 171161 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 1097 members 
Mstep: Class 15 contains 18671 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 38972 members 
Mstep: Class 18 contains 13563 members 
Mstep: Class 19 contains 14212 members 
Mstep: Class 20 contains 1600 members 
Mstep: Class 21 contains 26762 members 
Mstep: Class 22 contains 47818 members 
Mstep: Class 23 contains 22739 members 
Mstep: Class 24 contains 143113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100782360.000000 Penalty: 73905.921875
Iteration 13Q: 23 clusters Score -1.007824e+08 nChanged 25070
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 8290 members 
Mstep: Class 3 contains 21047 members 
Mstep: Class 4 contains 16325 members 
Mstep: Class 6 contains 63015 members 
Mstep: Class 7 contains 88648 members 
Mstep: Class 8 contains 13872 members 
Mstep: Class 9 contains 4045 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 12 contains 176579 members 
Mstep: Class 13 contains 6195 members 
Mstep: Class 14 contains 1145 members 
Mstep: Class 15 contains 18683 members 
Mstep: Class 16 contains 17663 members 
Mstep: Class 17 contains 38180 members 
Mstep: Class 18 contains 13706 members 
Mstep: Class 19 contains 14316 members 
Mstep: Class 20 contains 1541 members 
Mstep: Class 21 contains 27062 members 
Mstep: Class 22 contains 46402 members 
Mstep: Class 23 contains 20197 members 
Mstep: Class 24 contains 145184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100802048.000000 Penalty: 73905.921875
Iteration 14Q: 23 clusters Score -1.00802e+08 nChanged 19045
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 8131 members 
Mstep: Class 3 contains 21419 members 
Mstep: Class 4 contains 16168 members 
Mstep: Class 6 contains 61208 members 
Mstep: Class 7 contains 88251 members 
Mstep: Class 8 contains 13757 members 
Mstep: Class 9 contains 4579 members 
Mstep: Class 10 contains 885 members 
Mstep: Class 12 contains 179271 members 
Mstep: Class 13 contains 7203 members 
Mstep: Class 14 contains 1162 members 
Mstep: Class 15 contains 18683 members 
Mstep: Class 16 contains 17728 members 
Mstep: Class 17 contains 37827 members 
Mstep: Class 18 contains 13826 members 
Mstep: Class 19 contains 14426 members 
Mstep: Class 20 contains 1548 members 
Mstep: Class 21 contains 27279 members 
Mstep: Class 22 contains 44827 members 
Mstep: Class 23 contains 18630 members 
Mstep: Class 24 contains 147809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100817216.000000 Penalty: 73905.921875
Iteration 15Q: 23 clusters Score -1.008172e+08 nChanged 16039
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 7940 members 
Mstep: Class 3 contains 21709 members 
Mstep: Class 4 contains 15939 members 
Mstep: Class 6 contains 59625 members 
Mstep: Class 7 contains 88221 members 
Mstep: Class 8 contains 13696 members 
Mstep: Class 9 contains 5117 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 12 contains 179968 members 
Mstep: Class 13 contains 8923 members 
Mstep: Class 14 contains 1175 members 
Mstep: Class 15 contains 18726 members 
Mstep: Class 16 contains 17839 members 
Mstep: Class 17 contains 37700 members 
Mstep: Class 18 contains 13899 members 
Mstep: Class 19 contains 14523 members 
Mstep: Class 20 contains 1562 members 
Mstep: Class 21 contains 27410 members 
Mstep: Class 22 contains 43189 members 
Mstep: Class 23 contains 17785 members 
Mstep: Class 24 contains 150514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100830384.000000 Penalty: 73905.921875
Iteration 16Q: 23 clusters Score -1.008304e+08 nChanged 14242
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 21914 members 
Mstep: Class 4 contains 15715 members 
Mstep: Class 6 contains 58238 members 
Mstep: Class 7 contains 88324 members 
Mstep: Class 8 contains 13657 members 
Mstep: Class 9 contains 5540 members 
Mstep: Class 10 contains 782 members 
Mstep: Class 12 contains 179294 members 
Mstep: Class 13 contains 11224 members 
Mstep: Class 14 contains 1183 members 
Mstep: Class 15 contains 18677 members 
Mstep: Class 16 contains 17967 members 
Mstep: Class 17 contains 37642 members 
Mstep: Class 18 contains 13956 members 
Mstep: Class 19 contains 14636 members 
Mstep: Class 20 contains 1614 members 
Mstep: Class 21 contains 27480 members 
Mstep: Class 22 contains 41795 members 
Mstep: Class 23 contains 17409 members 
Mstep: Class 24 contains 153094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100840872.000000 Penalty: 73905.921875
Iteration 17Q: 23 clusters Score -1.008409e+08 nChanged 12391
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 7500 members 
Mstep: Class 3 contains 22030 members 
Mstep: Class 4 contains 15461 members 
Mstep: Class 6 contains 56832 members 
Mstep: Class 7 contains 88411 members 
Mstep: Class 8 contains 13626 members 
Mstep: Class 9 contains 6036 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 12 contains 178270 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 18396 members 
Mstep: Class 16 contains 18077 members 
Mstep: Class 17 contains 37705 members 
Mstep: Class 18 contains 13998 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 21 contains 27494 members 
Mstep: Class 22 contains 40849 members 
Mstep: Class 23 contains 17336 members 
Mstep: Class 24 contains 155587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100849352.000000 Penalty: 73905.921875
Iteration 18Q: 23 clusters Score -1.008494e+08 nChanged 10273
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 7341 members 
Mstep: Class 3 contains 22144 members 
Mstep: Class 4 contains 15222 members 
Mstep: Class 6 contains 55460 members 
Mstep: Class 7 contains 88506 members 
Mstep: Class 8 contains 13603 members 
Mstep: Class 9 contains 6599 members 
Mstep: Class 10 contains 722 members 
Mstep: Class 12 contains 177668 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 17874 members 
Mstep: Class 16 contains 18166 members 
Mstep: Class 17 contains 37783 members 
Mstep: Class 18 contains 14075 members 
Mstep: Class 19 contains 14835 members 
Mstep: Class 20 contains 1634 members 
Mstep: Class 21 contains 27469 members 
Mstep: Class 22 contains 40195 members 
Mstep: Class 23 contains 17424 members 
Mstep: Class 24 contains 157831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100854296.000000 Penalty: 73905.921875
Iteration 19Q: 23 clusters Score -1.008543e+08 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 7224 members 
Mstep: Class 3 contains 22221 members 
Mstep: Class 4 contains 14995 members 
Mstep: Class 6 contains 54304 members 
Mstep: Class 7 contains 88577 members 
Mstep: Class 8 contains 13585 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 12 contains 177372 members 
Mstep: Class 13 contains 15324 members 
Mstep: Class 14 contains 1225 members 
Mstep: Class 15 contains 17368 members 
Mstep: Class 16 contains 18253 members 
Mstep: Class 17 contains 37859 members 
Mstep: Class 18 contains 14136 members 
Mstep: Class 19 contains 14961 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 27430 members 
Mstep: Class 22 contains 39719 members 
Mstep: Class 23 contains 17638 members 
Mstep: Class 24 contains 159768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100859208.000000 Penalty: 73905.921875
Iteration 20F: 23 clusters Score -1.008592e+08 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 7104 members 
Mstep: Class 3 contains 22255 members 
Mstep: Class 4 contains 14776 members 
Mstep: Class 6 contains 53360 members 
Mstep: Class 7 contains 88615 members 
Mstep: Class 8 contains 13585 members 
Mstep: Class 9 contains 7455 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 12 contains 175812 members 
Mstep: Class 13 contains 17151 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 16884 members 
Mstep: Class 16 contains 18329 members 
Mstep: Class 17 contains 37971 members 
Mstep: Class 18 contains 14221 members 
Mstep: Class 19 contains 15069 members 
Mstep: Class 20 contains 1596 members 
Mstep: Class 21 contains 27394 members 
Mstep: Class 22 contains 39405 members 
Mstep: Class 23 contains 17903 members 
Mstep: Class 24 contains 161341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100863968.000000 Penalty: 73905.921875
Iteration 21Q: 23 clusters Score -1.00864e+08 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 7021 members 
Mstep: Class 3 contains 22215 members 
Mstep: Class 4 contains 14594 members 
Mstep: Class 6 contains 52532 members 
Mstep: Class 7 contains 88610 members 
Mstep: Class 8 contains 13583 members 
Mstep: Class 9 contains 7768 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 12 contains 174615 members 
Mstep: Class 13 contains 18816 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 16367 members 
Mstep: Class 16 contains 18400 members 
Mstep: Class 17 contains 38047 members 
Mstep: Class 18 contains 14325 members 
Mstep: Class 19 contains 15175 members 
Mstep: Class 20 contains 1596 members 
Mstep: Class 21 contains 27306 members 
Mstep: Class 22 contains 39174 members 
Mstep: Class 23 contains 18227 members 
Mstep: Class 24 contains 162478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100866992.000000 Penalty: 73905.921875
Iteration 22Q: 23 clusters Score -1.00867e+08 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 6953 members 
Mstep: Class 3 contains 22169 members 
Mstep: Class 4 contains 14425 members 
Mstep: Class 6 contains 51894 members 
Mstep: Class 7 contains 88608 members 
Mstep: Class 8 contains 13590 members 
Mstep: Class 9 contains 8016 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 12 contains 173634 members 
Mstep: Class 13 contains 20198 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 15913 members 
Mstep: Class 16 contains 18443 members 
Mstep: Class 17 contains 38120 members 
Mstep: Class 18 contains 14482 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 27225 members 
Mstep: Class 22 contains 38999 members 
Mstep: Class 23 contains 18577 members 
Mstep: Class 24 contains 163232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100869128.000000 Penalty: 73905.921875
Iteration 23Q: 23 clusters Score -1.008691e+08 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 22127 members 
Mstep: Class 4 contains 14277 members 
Mstep: Class 6 contains 51497 members 
Mstep: Class 7 contains 88609 members 
Mstep: Class 8 contains 13587 members 
Mstep: Class 9 contains 8207 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 12 contains 172790 members 
Mstep: Class 13 contains 21354 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 15523 members 
Mstep: Class 16 contains 18495 members 
Mstep: Class 17 contains 38169 members 
Mstep: Class 18 contains 14600 members 
Mstep: Class 19 contains 15378 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 27123 members 
Mstep: Class 22 contains 38884 members 
Mstep: Class 23 contains 18934 members 
Mstep: Class 24 contains 163711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100870424.000000 Penalty: 73905.921875
Iteration 24Q: 23 clusters Score -1.008704e+08 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 6925 members 
Mstep: Class 3 contains 22067 members 
Mstep: Class 4 contains 14165 members 
Mstep: Class 6 contains 51208 members 
Mstep: Class 7 contains 88603 members 
Mstep: Class 8 contains 13586 members 
Mstep: Class 9 contains 8396 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 12 contains 172131 members 
Mstep: Class 13 contains 22311 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 15111 members 
Mstep: Class 16 contains 18534 members 
Mstep: Class 17 contains 38222 members 
Mstep: Class 18 contains 14753 members 
Mstep: Class 19 contains 15473 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 27024 members 
Mstep: Class 22 contains 38781 members 
Mstep: Class 23 contains 19274 members 
Mstep: Class 24 contains 163997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100872064.000000 Penalty: 73905.921875
Iteration 25Q: 23 clusters Score -1.008721e+08 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 22035 members 
Mstep: Class 4 contains 14061 members 
Mstep: Class 6 contains 51027 members 
Mstep: Class 7 contains 88597 members 
Mstep: Class 8 contains 13577 members 
Mstep: Class 9 contains 8555 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 12 contains 171550 members 
Mstep: Class 13 contains 23123 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 14734 members 
Mstep: Class 16 contains 18563 members 
Mstep: Class 17 contains 38287 members 
Mstep: Class 18 contains 14877 members 
Mstep: Class 19 contains 15582 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 26927 members 
Mstep: Class 22 contains 38698 members 
Mstep: Class 23 contains 19656 members 
Mstep: Class 24 contains 164135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100873088.000000 Penalty: 73905.921875
Iteration 26Q: 23 clusters Score -1.008731e+08 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 22023 members 
Mstep: Class 4 contains 13980 members 
Mstep: Class 6 contains 50919 members 
Mstep: Class 7 contains 88593 members 
Mstep: Class 8 contains 13567 members 
Mstep: Class 9 contains 8688 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 12 contains 171070 members 
Mstep: Class 13 contains 23728 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 14363 members 
Mstep: Class 16 contains 18563 members 
Mstep: Class 17 contains 38292 members 
Mstep: Class 18 contains 15019 members 
Mstep: Class 19 contains 15722 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 26846 members 
Mstep: Class 22 contains 38642 members 
Mstep: Class 23 contains 20032 members 
Mstep: Class 24 contains 164189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100874056.000000 Penalty: 73905.921875
Iteration 27Q: 23 clusters Score -1.008741e+08 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 7163 members 
Mstep: Class 3 contains 22008 members 
Mstep: Class 4 contains 13891 members 
Mstep: Class 6 contains 50834 members 
Mstep: Class 7 contains 88593 members 
Mstep: Class 8 contains 13557 members 
Mstep: Class 9 contains 8813 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 12 contains 170590 members 
Mstep: Class 13 contains 24308 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 14045 members 
Mstep: Class 16 contains 18574 members 
Mstep: Class 17 contains 38282 members 
Mstep: Class 18 contains 15183 members 
Mstep: Class 19 contains 15854 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 26761 members 
Mstep: Class 22 contains 38607 members 
Mstep: Class 23 contains 20355 members 
Mstep: Class 24 contains 164179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100874896.000000 Penalty: 73905.921875
Iteration 28Q: 23 clusters Score -1.008749e+08 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 21986 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 6 contains 50785 members 
Mstep: Class 7 contains 88585 members 
Mstep: Class 8 contains 13544 members 
Mstep: Class 9 contains 8938 members 
Mstep: Class 10 contains 625 members 
Mstep: Class 12 contains 170202 members 
Mstep: Class 13 contains 24759 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 13756 members 
Mstep: Class 16 contains 18589 members 
Mstep: Class 17 contains 38265 members 
Mstep: Class 18 contains 15333 members 
Mstep: Class 19 contains 15996 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 26687 members 
Mstep: Class 22 contains 38581 members 
Mstep: Class 23 contains 20667 members 
Mstep: Class 24 contains 164112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100875096.000000 Penalty: 73905.921875
Iteration 29Q: 23 clusters Score -1.008751e+08 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 21961 members 
Mstep: Class 4 contains 13768 members 
Mstep: Class 6 contains 50697 members 
Mstep: Class 7 contains 88585 members 
Mstep: Class 8 contains 13536 members 
Mstep: Class 9 contains 9061 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 12 contains 169934 members 
Mstep: Class 13 contains 25112 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 13479 members 
Mstep: Class 16 contains 18603 members 
Mstep: Class 17 contains 38239 members 
Mstep: Class 18 contains 15468 members 
Mstep: Class 19 contains 16135 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 26623 members 
Mstep: Class 22 contains 38556 members 
Mstep: Class 23 contains 20969 members 
Mstep: Class 24 contains 164034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100875784.000000 Penalty: 73905.921875
Iteration 30Q: 23 clusters Score -1.008758e+08 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7406 members 
Mstep: Class 3 contains 21932 members 
Mstep: Class 4 contains 13728 members 
Mstep: Class 6 contains 50610 members 
Mstep: Class 7 contains 88599 members 
Mstep: Class 8 contains 13535 members 
Mstep: Class 9 contains 9175 members 
Mstep: Class 10 contains 623 members 
Mstep: Class 12 contains 169764 members 
Mstep: Class 13 contains 25388 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 13262 members 
Mstep: Class 16 contains 18607 members 
Mstep: Class 17 contains 38157 members 
Mstep: Class 18 contains 15589 members 
Mstep: Class 19 contains 16273 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 26568 members 
Mstep: Class 22 contains 38538 members 
Mstep: Class 23 contains 21255 members 
Mstep: Class 24 contains 163942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100876472.000000 Penalty: 73905.921875
Iteration 31Q: 23 clusters Score -1.008765e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 21895 members 
Mstep: Class 4 contains 13684 members 
Mstep: Class 6 contains 50521 members 
Mstep: Class 7 contains 88609 members 
Mstep: Class 8 contains 13526 members 
Mstep: Class 9 contains 9287 members 
Mstep: Class 10 contains 617 members 
Mstep: Class 12 contains 169637 members 
Mstep: Class 13 contains 25607 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 13071 members 
Mstep: Class 16 contains 18614 members 
Mstep: Class 17 contains 38087 members 
Mstep: Class 18 contains 15708 members 
Mstep: Class 19 contains 16407 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 26515 members 
Mstep: Class 22 contains 38517 members 
Mstep: Class 23 contains 21538 members 
Mstep: Class 24 contains 163824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100876784.000000 Penalty: 73905.921875
Iteration 32Q: 23 clusters Score -1.008768e+08 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7508 members 
Mstep: Class 3 contains 21866 members 
Mstep: Class 4 contains 13652 members 
Mstep: Class 6 contains 50456 members 
Mstep: Class 7 contains 88615 members 
Mstep: Class 8 contains 13524 members 
Mstep: Class 9 contains 9421 members 
Mstep: Class 10 contains 611 members 
Mstep: Class 12 contains 169547 members 
Mstep: Class 13 contains 25788 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 12846 members 
Mstep: Class 16 contains 18612 members 
Mstep: Class 17 contains 38021 members 
Mstep: Class 18 contains 15798 members 
Mstep: Class 19 contains 16535 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 26464 members 
Mstep: Class 22 contains 38494 members 
Mstep: Class 23 contains 21803 members 
Mstep: Class 24 contains 163718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100877192.000000 Penalty: 73905.921875
Iteration 33Q: 23 clusters Score -1.008772e+08 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 7530 members 
Mstep: Class 3 contains 21846 members 
Mstep: Class 4 contains 13602 members 
Mstep: Class 6 contains 50419 members 
Mstep: Class 7 contains 88625 members 
Mstep: Class 8 contains 13521 members 
Mstep: Class 9 contains 9547 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 12 contains 169447 members 
Mstep: Class 13 contains 25945 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 12655 members 
Mstep: Class 16 contains 18616 members 
Mstep: Class 17 contains 37970 members 
Mstep: Class 18 contains 15871 members 
Mstep: Class 19 contains 16673 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 26407 members 
Mstep: Class 22 contains 38472 members 
Mstep: Class 23 contains 22022 members 
Mstep: Class 24 contains 163624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100877552.000000 Penalty: 73905.921875
Iteration 34Q: 23 clusters Score -1.008776e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7557 members 
Mstep: Class 3 contains 21833 members 
Mstep: Class 4 contains 13559 members 
Mstep: Class 6 contains 50395 members 
Mstep: Class 7 contains 88636 members 
Mstep: Class 8 contains 13516 members 
Mstep: Class 9 contains 9695 members 
Mstep: Class 10 contains 607 members 
Mstep: Class 12 contains 169335 members 
Mstep: Class 13 contains 26099 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 12441 members 
Mstep: Class 16 contains 18618 members 
Mstep: Class 17 contains 37906 members 
Mstep: Class 18 contains 15947 members 
Mstep: Class 19 contains 16820 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 26364 members 
Mstep: Class 22 contains 38446 members 
Mstep: Class 23 contains 22219 members 
Mstep: Class 24 contains 163521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100877760.000000 Penalty: 73905.921875
Iteration 35Q: 23 clusters Score -1.008778e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7598 members 
Mstep: Class 3 contains 21812 members 
Mstep: Class 4 contains 13538 members 
Mstep: Class 6 contains 50362 members 
Mstep: Class 7 contains 88632 members 
Mstep: Class 8 contains 13514 members 
Mstep: Class 9 contains 9825 members 
Mstep: Class 10 contains 606 members 
Mstep: Class 12 contains 169252 members 
Mstep: Class 13 contains 26221 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 12249 members 
Mstep: Class 16 contains 18615 members 
Mstep: Class 17 contains 37795 members 
Mstep: Class 18 contains 16041 members 
Mstep: Class 19 contains 16964 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 26312 members 
Mstep: Class 22 contains 38431 members 
Mstep: Class 23 contains 22398 members 
Mstep: Class 24 contains 163441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100878136.000000 Penalty: 73905.921875
Iteration 36Q: 23 clusters Score -1.008781e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7641 members 
Mstep: Class 3 contains 21803 members 
Mstep: Class 4 contains 13535 members 
Mstep: Class 6 contains 50334 members 
Mstep: Class 7 contains 88649 members 
Mstep: Class 8 contains 13516 members 
Mstep: Class 9 contains 9959 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 12 contains 169167 members 
Mstep: Class 13 contains 26338 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 12043 members 
Mstep: Class 16 contains 18619 members 
Mstep: Class 17 contains 37689 members 
Mstep: Class 18 contains 16118 members 
Mstep: Class 19 contains 17095 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 26274 members 
Mstep: Class 22 contains 38409 members 
Mstep: Class 23 contains 22528 members 
Mstep: Class 24 contains 163358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100877984.000000 Penalty: 73905.921875
Iteration 37Q: 23 clusters Score -1.00878e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7698 members 
Mstep: Class 3 contains 21792 members 
Mstep: Class 4 contains 13531 members 
Mstep: Class 6 contains 50295 members 
Mstep: Class 7 contains 88657 members 
Mstep: Class 8 contains 13516 members 
Mstep: Class 9 contains 10109 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 12 contains 169107 members 
Mstep: Class 13 contains 26431 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 11799 members 
Mstep: Class 16 contains 18614 members 
Mstep: Class 17 contains 37620 members 
Mstep: Class 18 contains 16186 members 
Mstep: Class 19 contains 17239 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 26229 members 
Mstep: Class 22 contains 38388 members 
Mstep: Class 23 contains 22623 members 
Mstep: Class 24 contains 163301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100878096.000000 Penalty: 73905.921875
Iteration 38Q: 23 clusters Score -1.008781e+08 nChanged 1181
Entering ConstructFrom: 
Score: -100878096.000000 Penalty: 73905.921875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -854699.437500 Penalty: 2193.288086
	Iteration 0F: 2 clusters Score -854699.4 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 3475 members 
Entering Unmasked Estep 
Score: -849036.937500 Penalty: 4386.576172
	Iteration 0F: 3 clusters Score -849036.9 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -850710.187500 Penalty: 4386.576172
	Iteration 1F: 3 clusters Score -850710.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -851259.312500 Penalty: 4386.576172
	Iteration 2F: 3 clusters Score -851259.3 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -852110.875000 Penalty: 4386.576172
	Iteration 3F: 3 clusters Score -852110.9 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -853289.937500 Penalty: 4386.576172
	Iteration 4F: 3 clusters Score -853289.9 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -854419.687500 Penalty: 4386.576172
	Iteration 5F: 3 clusters Score -854419.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -854964.437500 Penalty: 4386.576172
	Iteration 6F: 3 clusters Score -854964.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -855178.750000 Penalty: 4386.576172
	Iteration 7Q: 3 clusters Score -855178.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -855259.250000 Penalty: 4386.576172
	Iteration 8Q: 3 clusters Score -855259.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -855298.375000 Penalty: 4386.576172
	Iteration 9Q: 3 clusters Score -855298.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -855319.312500 Penalty: 4386.576172
	Iteration 10Q: 3 clusters Score -855319.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -855332.562500 Penalty: 4386.576172
	Iteration 11Q: 3 clusters Score -855332.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -855346.375000 Penalty: 4386.576172
	Iteration 12Q: 3 clusters Score -855346.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -855358.500000 Penalty: 4386.576172
	Iteration 13Q: 3 clusters Score -855358.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -855369.062500 Penalty: 4386.576172
	Iteration 14Q: 3 clusters Score -855369.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -855379.562500 Penalty: 4386.576172
	Iteration 15Q: 3 clusters Score -855379.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -855386.625000 Penalty: 4386.576172
	Iteration 16Q: 3 clusters Score -855386.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -855391.562500 Penalty: 4386.576172
	Iteration 17Q: 3 clusters Score -855391.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -855395.375000 Penalty: 4386.576172
	Iteration 18Q: 3 clusters Score -855395.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -855398.375000 Penalty: 4386.576172
	Iteration 19Q: 3 clusters Score -855398.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -855402.437500 Penalty: 4386.576172
	Iteration 20F: 3 clusters Score -855402.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -855402.562500 Penalty: 4386.576172
	Iteration 21Q: 3 clusters Score -855402.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -855409.125000 Penalty: 4386.576172
	Iteration 22Q: 3 clusters Score -855409.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -855413.312500 Penalty: 4386.576172
	Iteration 23Q: 3 clusters Score -855413.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -855420.062500 Penalty: 4386.576172
	Iteration 24Q: 3 clusters Score -855420.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -855425.062500 Penalty: 4386.576172
	Iteration 25Q: 3 clusters Score -855425.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -855430.375000 Penalty: 4386.576172
	Iteration 26Q: 3 clusters Score -855430.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -855431.937500 Penalty: 4386.576172
	Iteration 27Q: 3 clusters Score -855431.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -855435.937500 Penalty: 4386.576172
	Iteration 28Q: 3 clusters Score -855435.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -855438.812500 Penalty: 4386.576172
	Iteration 29Q: 3 clusters Score -855438.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -855439.312500 Penalty: 4386.576172
	Iteration 30Q: 3 clusters Score -855439.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -855441.937500 Penalty: 4386.576172
	Iteration 31Q: 3 clusters Score -855441.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -855441.875000 Penalty: 4386.576172
	Iteration 32Q: 3 clusters Score -855441.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -855446.250000 Penalty: 4386.576172
	Iteration 33Q: 3 clusters Score -855446.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -855449.000000 Penalty: 4386.576172
	Iteration 34Q: 3 clusters Score -855449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -855452.312500 Penalty: 4386.576172
	Iteration 35Q: 3 clusters Score -855452.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -855459.000000 Penalty: 4386.576172
	Iteration 36Q: 3 clusters Score -855459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -855461.875000 Penalty: 4386.576172
	Iteration 37Q: 3 clusters Score -855461.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -855466.250000 Penalty: 4386.576172
	Iteration 38Q: 3 clusters Score -855466.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -855469.312500 Penalty: 4386.576172
	Iteration 39Q: 3 clusters Score -855469.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -855474.187500 Penalty: 4386.576172
	Iteration 40F: 3 clusters Score -855474.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -855479.000000 Penalty: 4386.576172
	Iteration 41Q: 3 clusters Score -855479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -855482.000000 Penalty: 4386.576172
	Iteration 42Q: 3 clusters Score -855482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -855487.312500 Penalty: 4386.576172
	Iteration 43Q: 3 clusters Score -855487.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -855493.750000 Penalty: 4386.576172
	Iteration 44Q: 3 clusters Score -855493.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -855495.687500 Penalty: 4386.576172
	Iteration 45Q: 3 clusters Score -855495.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -855504.250000 Penalty: 4386.576172
	Iteration 46Q: 3 clusters Score -855504.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -855508.750000 Penalty: 4386.576172
	Iteration 47Q: 3 clusters Score -855508.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -855516.187500 Penalty: 4386.576172
	Iteration 48Q: 3 clusters Score -855516.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -855522.500000 Penalty: 4386.576172
	Iteration 49Q: 3 clusters Score -855522.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -855528.562500 Penalty: 4386.576172
	Iteration 50Q: 3 clusters Score -855528.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -855537.000000 Penalty: 4386.576172
	Iteration 51Q: 3 clusters Score -855537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -855545.000000 Penalty: 4386.576172
	Iteration 52Q: 3 clusters Score -855545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -855552.000000 Penalty: 4386.576172
	Iteration 53Q: 3 clusters Score -855552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -855563.562500 Penalty: 4386.576172
	Iteration 54Q: 3 clusters Score -855563.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -855570.062500 Penalty: 4386.576172
	Iteration 55Q: 3 clusters Score -855570.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -855577.750000 Penalty: 4386.576172
	Iteration 56Q: 3 clusters Score -855577.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -855587.500000 Penalty: 4386.576172
	Iteration 57Q: 3 clusters Score -855587.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -855594.312500 Penalty: 4386.576172
	Iteration 58Q: 3 clusters Score -855594.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -855605.187500 Penalty: 4386.576172
	Iteration 59Q: 3 clusters Score -855605.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -855618.562500 Penalty: 4386.576172
	Iteration 60F: 3 clusters Score -855618.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -855627.875000 Penalty: 4386.576172
	Iteration 61Q: 3 clusters Score -855627.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -855645.750000 Penalty: 4386.576172
	Iteration 62Q: 3 clusters Score -855645.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -855663.812500 Penalty: 4386.576172
	Iteration 63Q: 3 clusters Score -855663.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -855677.812500 Penalty: 4386.576172
	Iteration 64Q: 3 clusters Score -855677.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -855692.250000 Penalty: 4386.576172
	Iteration 65Q: 3 clusters Score -855692.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -855708.875000 Penalty: 4386.576172
	Iteration 66Q: 3 clusters Score -855708.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -855722.250000 Penalty: 4386.576172
	Iteration 67Q: 3 clusters Score -855722.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -855736.187500 Penalty: 4386.576172
	Iteration 68Q: 3 clusters Score -855736.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -855745.875000 Penalty: 4386.576172
	Iteration 69Q: 3 clusters Score -855745.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -855751.250000 Penalty: 4386.576172
	Iteration 70Q: 3 clusters Score -855751.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -855760.375000 Penalty: 4386.576172
	Iteration 71Q: 3 clusters Score -855760.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -855766.187500 Penalty: 4386.576172
	Iteration 72Q: 3 clusters Score -855766.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -855773.875000 Penalty: 4386.576172
	Iteration 73Q: 3 clusters Score -855773.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -855776.687500 Penalty: 4386.576172
	Iteration 74Q: 3 clusters Score -855776.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -855784.375000 Penalty: 4386.576172
	Iteration 75Q: 3 clusters Score -855784.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -855790.000000 Penalty: 4386.576172
	Iteration 76Q: 3 clusters Score -855790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -855795.125000 Penalty: 4386.576172
	Iteration 77Q: 3 clusters Score -855795.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -855801.375000 Penalty: 4386.576172
	Iteration 78Q: 3 clusters Score -855801.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -855805.187500 Penalty: 4386.576172
	Iteration 79Q: 3 clusters Score -855805.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -855809.125000 Penalty: 4386.576172
	Iteration 80F: 3 clusters Score -855809.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -855816.687500 Penalty: 4386.576172
	Iteration 81Q: 3 clusters Score -855816.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -855821.437500 Penalty: 4386.576172
	Iteration 82Q: 3 clusters Score -855821.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -855827.500000 Penalty: 4386.576172
	Iteration 83Q: 3 clusters Score -855827.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -855834.437500 Penalty: 4386.576172
	Iteration 84Q: 3 clusters Score -855834.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -855838.187500 Penalty: 4386.576172
	Iteration 85Q: 3 clusters Score -855838.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -855842.250000 Penalty: 4386.576172
	Iteration 86Q: 3 clusters Score -855842.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -855843.812500 Penalty: 4386.576172
	Iteration 87Q: 3 clusters Score -855843.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -855846.625000 Penalty: 4386.576172
	Iteration 88Q: 3 clusters Score -855846.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -855848.187500 Penalty: 4386.576172
	Iteration 89Q: 3 clusters Score -855848.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -855851.750000 Penalty: 4386.576172
	Iteration 90Q: 3 clusters Score -855851.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -855856.000000 Penalty: 4386.576172
	Iteration 91Q: 3 clusters Score -855856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -855858.250000 Penalty: 4386.576172
	Iteration 92Q: 3 clusters Score -855858.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -855859.125000 Penalty: 4386.576172
	Iteration 93Q: 3 clusters Score -855859.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -855862.312500 Penalty: 4386.576172
	Iteration 94Q: 3 clusters Score -855862.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -855864.500000 Penalty: 4386.576172
	Iteration 95Q: 3 clusters Score -855864.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -855864.812500 Penalty: 4386.576172
	Iteration 96Q: 3 clusters Score -855864.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -855864.812500 Penalty: 4386.576172
	Iteration 97F: 3 clusters Score -855864.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7762 members 
Mstep: Class 3 contains 21780 members 
Mstep: Class 4 contains 13523 members 
Mstep: Class 5 contains 6218 members 
Mstep: Class 6 contains 50236 members 
Mstep: Class 7 contains 88675 members 
Mstep: Class 8 contains 13516 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 602 members 
Mstep: Class 12 contains 169025 members 
Mstep: Class 13 contains 26514 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 11564 members 
Mstep: Class 16 contains 18616 members 
Mstep: Class 17 contains 37561 members 
Mstep: Class 18 contains 16256 members 
Mstep: Class 19 contains 17366 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 26193 members 
Mstep: Class 22 contains 38367 members 
Mstep: Class 23 contains 22696 members 
Mstep: Class 24 contains 163247 members 
Entering Unmasked Estep 
Score: -100878072.000000 Penalty: 77265.281250
Splitting cluster 1 changes total score from -100878096.000000 to -100878072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Entering Unmasked Estep 
Score: -970408.062500 Penalty: 2221.334717
	Iteration 0F: 2 clusters Score -970408.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -964185.000000 Penalty: 4442.669434
	Iteration 0F: 3 clusters Score -964185 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -966119.937500 Penalty: 4442.669434
	Iteration 1F: 3 clusters Score -966119.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -966798.687500 Penalty: 4442.669434
	Iteration 2F: 3 clusters Score -966798.7 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -967624.375000 Penalty: 4442.669434
	Iteration 3F: 3 clusters Score -967624.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -968466.375000 Penalty: 4442.669434
	Iteration 4F: 3 clusters Score -968466.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -969134.000000 Penalty: 4442.669434
	Iteration 5F: 3 clusters Score -969134 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -969470.125000 Penalty: 4442.669434
	Iteration 6F: 3 clusters Score -969470.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -969640.687500 Penalty: 4442.669434
	Iteration 7Q: 3 clusters Score -969640.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -969729.062500 Penalty: 4442.669434
	Iteration 8Q: 3 clusters Score -969729.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -969772.625000 Penalty: 4442.669434
	Iteration 9Q: 3 clusters Score -969772.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -969808.500000 Penalty: 4442.669434
	Iteration 10Q: 3 clusters Score -969808.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -969834.562500 Penalty: 4442.669434
	Iteration 11Q: 3 clusters Score -969834.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -969856.000000 Penalty: 4442.669434
	Iteration 12Q: 3 clusters Score -969856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -969869.750000 Penalty: 4442.669434
	Iteration 13Q: 3 clusters Score -969869.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -969883.687500 Penalty: 4442.669434
	Iteration 14Q: 3 clusters Score -969883.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -969898.250000 Penalty: 4442.669434
	Iteration 15Q: 3 clusters Score -969898.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -969905.437500 Penalty: 4442.669434
	Iteration 16Q: 3 clusters Score -969905.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -969904.875000 Penalty: 4442.669434
	Iteration 17Q: 3 clusters Score -969904.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -969909.312500 Penalty: 4442.669434
	Iteration 18Q: 3 clusters Score -969909.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -969910.750000 Penalty: 4442.669434
	Iteration 19Q: 3 clusters Score -969910.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -969914.312500 Penalty: 4442.669434
	Iteration 20F: 3 clusters Score -969914.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -969914.187500 Penalty: 4442.669434
	Iteration 21Q: 3 clusters Score -969914.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -969916.375000 Penalty: 4442.669434
	Iteration 22Q: 3 clusters Score -969916.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -969916.812500 Penalty: 4442.669434
	Iteration 23Q: 3 clusters Score -969916.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -969916.375000 Penalty: 4442.669434
	Iteration 24Q: 3 clusters Score -969916.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -969919.250000 Penalty: 4442.669434
	Iteration 25Q: 3 clusters Score -969919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -969920.437500 Penalty: 4442.669434
	Iteration 26Q: 3 clusters Score -969920.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -969920.437500 Penalty: 4442.669434
	Iteration 27Q: 3 clusters Score -969920.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -969921.250000 Penalty: 4442.669434
	Iteration 28Q: 3 clusters Score -969921.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -969923.000000 Penalty: 4442.669434
	Iteration 29Q: 3 clusters Score -969923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -969923.000000 Penalty: 4442.669434
	Iteration 30F: 3 clusters Score -969923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Entering Unmasked Estep 
Score: -2956211.750000 Penalty: 2477.209473
	Iteration 0F: 2 clusters Score -2956212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2941016.250000 Penalty: 4954.418945
	Iteration 0F: 3 clusters Score -2941016 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2946996.000000 Penalty: 4954.418945
	Iteration 1F: 3 clusters Score -2946996 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2948212.250000 Penalty: 4954.418945
	Iteration 2F: 3 clusters Score -2948212 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2949344.750000 Penalty: 4954.418945
	Iteration 3F: 3 clusters Score -2949345 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2950388.250000 Penalty: 4954.418945
	Iteration 4F: 3 clusters Score -2950388 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2951265.250000 Penalty: 4954.418945
	Iteration 5F: 3 clusters Score -2951265 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2951957.500000 Penalty: 4954.418945
	Iteration 6F: 3 clusters Score -2951958 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2952522.250000 Penalty: 4954.418945
	Iteration 7Q: 3 clusters Score -2952522 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2952978.000000 Penalty: 4954.418945
	Iteration 8Q: 3 clusters Score -2952978 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2953387.750000 Penalty: 4954.418945
	Iteration 9Q: 3 clusters Score -2953388 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2953778.750000 Penalty: 4954.418945
	Iteration 10Q: 3 clusters Score -2953779 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2954112.000000 Penalty: 4954.418945
	Iteration 11Q: 3 clusters Score -2954112 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2954410.750000 Penalty: 4954.418945
	Iteration 12Q: 3 clusters Score -2954411 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2954664.000000 Penalty: 4954.418945
	Iteration 13Q: 3 clusters Score -2954664 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2954891.250000 Penalty: 4954.418945
	Iteration 14Q: 3 clusters Score -2954891 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2955046.750000 Penalty: 4954.418945
	Iteration 15Q: 3 clusters Score -2955047 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2955166.000000 Penalty: 4954.418945
	Iteration 16Q: 3 clusters Score -2955166 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2955267.000000 Penalty: 4954.418945
	Iteration 17Q: 3 clusters Score -2955267 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2955382.750000 Penalty: 4954.418945
	Iteration 18Q: 3 clusters Score -2955383 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2955504.000000 Penalty: 4954.418945
	Iteration 19Q: 3 clusters Score -2955504 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2955621.500000 Penalty: 4954.418945
	Iteration 20F: 3 clusters Score -2955622 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2955724.750000 Penalty: 4954.418945
	Iteration 21Q: 3 clusters Score -2955725 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2955782.250000 Penalty: 4954.418945
	Iteration 22Q: 3 clusters Score -2955782 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2955829.500000 Penalty: 4954.418945
	Iteration 23Q: 3 clusters Score -2955830 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2955847.500000 Penalty: 4954.418945
	Iteration 24Q: 3 clusters Score -2955848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2955864.750000 Penalty: 4954.418945
	Iteration 25Q: 3 clusters Score -2955865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2955869.750000 Penalty: 4954.418945
	Iteration 26Q: 3 clusters Score -2955870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2955876.000000 Penalty: 4954.418945
	Iteration 27Q: 3 clusters Score -2955876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2955888.250000 Penalty: 4954.418945
	Iteration 28Q: 3 clusters Score -2955888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2955888.750000 Penalty: 4954.418945
	Iteration 29Q: 3 clusters Score -2955889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2955884.500000 Penalty: 4954.418945
	Iteration 30Q: 3 clusters Score -2955884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2955888.500000 Penalty: 4954.418945
	Iteration 31Q: 3 clusters Score -2955888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2955890.250000 Penalty: 4954.418945
	Iteration 32Q: 3 clusters Score -2955890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2955890.250000 Penalty: 4954.418945
	Iteration 33F: 3 clusters Score -2955890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Entering Unmasked Estep 
Score: -1599313.000000 Penalty: 2359.012451
	Iteration 0F: 2 clusters Score -1599313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1589557.750000 Penalty: 4718.024902
	Iteration 0F: 3 clusters Score -1589558 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1593558.625000 Penalty: 4718.024902
	Iteration 1F: 3 clusters Score -1593559 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1595014.250000 Penalty: 4718.024902
	Iteration 2F: 3 clusters Score -1595014 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1596293.375000 Penalty: 4718.024902
	Iteration 3F: 3 clusters Score -1596293 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1597154.375000 Penalty: 4718.024902
	Iteration 4F: 3 clusters Score -1597154 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1597796.875000 Penalty: 4718.024902
	Iteration 5F: 3 clusters Score -1597797 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1598228.375000 Penalty: 4718.024902
	Iteration 6Q: 3 clusters Score -1598228 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1598527.125000 Penalty: 4718.024902
	Iteration 7Q: 3 clusters Score -1598527 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1598735.250000 Penalty: 4718.024902
	Iteration 8Q: 3 clusters Score -1598735 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1598910.500000 Penalty: 4718.024902
	Iteration 9Q: 3 clusters Score -1598910 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1599046.000000 Penalty: 4718.024902
	Iteration 10Q: 3 clusters Score -1599046 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1599151.500000 Penalty: 4718.024902
	Iteration 11Q: 3 clusters Score -1599152 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1599276.500000 Penalty: 4718.024902
	Iteration 12Q: 3 clusters Score -1599276 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1599393.625000 Penalty: 4718.024902
	Iteration 13Q: 3 clusters Score -1599394 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1599492.750000 Penalty: 4718.024902
	Iteration 14Q: 3 clusters Score -1599493 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1599556.875000 Penalty: 4718.024902
	Iteration 15Q: 3 clusters Score -1599557 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1599605.375000 Penalty: 4718.024902
	Iteration 16Q: 3 clusters Score -1599605 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1599655.625000 Penalty: 4718.024902
	Iteration 17Q: 3 clusters Score -1599656 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1599680.625000 Penalty: 4718.024902
	Iteration 18Q: 3 clusters Score -1599681 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1599701.125000 Penalty: 4718.024902
	Iteration 19Q: 3 clusters Score -1599701 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1599731.125000 Penalty: 4718.024902
	Iteration 20F: 3 clusters Score -1599731 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1599753.500000 Penalty: 4718.024902
	Iteration 21Q: 3 clusters Score -1599754 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1599773.125000 Penalty: 4718.024902
	Iteration 22Q: 3 clusters Score -1599773 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1599793.500000 Penalty: 4718.024902
	Iteration 23Q: 3 clusters Score -1599794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1599807.000000 Penalty: 4718.024902
	Iteration 24Q: 3 clusters Score -1599807 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1599833.250000 Penalty: 4718.024902
	Iteration 25Q: 3 clusters Score -1599833 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1599857.375000 Penalty: 4718.024902
	Iteration 26Q: 3 clusters Score -1599857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1599866.875000 Penalty: 4718.024902
	Iteration 27Q: 3 clusters Score -1599867 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1599878.750000 Penalty: 4718.024902
	Iteration 28Q: 3 clusters Score -1599879 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1599892.750000 Penalty: 4718.024902
	Iteration 29Q: 3 clusters Score -1599893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1599903.000000 Penalty: 4718.024902
	Iteration 30Q: 3 clusters Score -1599903 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1599912.000000 Penalty: 4718.024902
	Iteration 31Q: 3 clusters Score -1599912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1599922.000000 Penalty: 4718.024902
	Iteration 32Q: 3 clusters Score -1599922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1599924.375000 Penalty: 4718.024902
	Iteration 33Q: 3 clusters Score -1599924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1599933.625000 Penalty: 4718.024902
	Iteration 34Q: 3 clusters Score -1599934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1599938.875000 Penalty: 4718.024902
	Iteration 35Q: 3 clusters Score -1599939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1599950.125000 Penalty: 4718.024902
	Iteration 36Q: 3 clusters Score -1599950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1599964.250000 Penalty: 4718.024902
	Iteration 37Q: 3 clusters Score -1599964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1599982.750000 Penalty: 4718.024902
	Iteration 38Q: 3 clusters Score -1599983 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1600012.500000 Penalty: 4718.024902
	Iteration 39Q: 3 clusters Score -1600012 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1600044.625000 Penalty: 4718.024902
	Iteration 40F: 3 clusters Score -1600045 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1600080.000000 Penalty: 4718.024902
	Iteration 41Q: 3 clusters Score -1600080 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1600108.500000 Penalty: 4718.024902
	Iteration 42Q: 3 clusters Score -1600108 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1600131.250000 Penalty: 4718.024902
	Iteration 43Q: 3 clusters Score -1600131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1600145.125000 Penalty: 4718.024902
	Iteration 44Q: 3 clusters Score -1600145 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1600153.375000 Penalty: 4718.024902
	Iteration 45Q: 3 clusters Score -1600153 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1600165.125000 Penalty: 4718.024902
	Iteration 46Q: 3 clusters Score -1600165 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1600175.000000 Penalty: 4718.024902
	Iteration 47Q: 3 clusters Score -1600175 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1600181.625000 Penalty: 4718.024902
	Iteration 48Q: 3 clusters Score -1600182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1600186.750000 Penalty: 4718.024902
	Iteration 49Q: 3 clusters Score -1600187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1600193.500000 Penalty: 4718.024902
	Iteration 50Q: 3 clusters Score -1600194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1600203.750000 Penalty: 4718.024902
	Iteration 51Q: 3 clusters Score -1600204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1600211.875000 Penalty: 4718.024902
	Iteration 52Q: 3 clusters Score -1600212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1600208.250000 Penalty: 4718.024902
	Iteration 53Q: 3 clusters Score -1600208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1600214.250000 Penalty: 4718.024902
	Iteration 54Q: 3 clusters Score -1600214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1600214.750000 Penalty: 4718.024902
	Iteration 55Q: 3 clusters Score -1600215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1600215.250000 Penalty: 4718.024902
	Iteration 56Q: 3 clusters Score -1600215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1600215.750000 Penalty: 4718.024902
	Iteration 57Q: 3 clusters Score -1600216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1600217.000000 Penalty: 4718.024902
	Iteration 58Q: 3 clusters Score -1600217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1600221.125000 Penalty: 4718.024902
	Iteration 59Q: 3 clusters Score -1600221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1600222.125000 Penalty: 4718.024902
	Iteration 60F: 3 clusters Score -1600222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1600223.750000 Penalty: 4718.024902
	Iteration 61Q: 3 clusters Score -1600224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1600227.000000 Penalty: 4718.024902
	Iteration 62Q: 3 clusters Score -1600227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1600226.625000 Penalty: 4718.024902
	Iteration 63Q: 3 clusters Score -1600227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1600233.375000 Penalty: 4718.024902
	Iteration 64Q: 3 clusters Score -1600233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1600231.000000 Penalty: 4718.024902
	Iteration 65Q: 3 clusters Score -1600231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1600232.625000 Penalty: 4718.024902
	Iteration 66Q: 3 clusters Score -1600233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1600230.375000 Penalty: 4718.024902
	Iteration 67Q: 3 clusters Score -1600230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1600235.625000 Penalty: 4718.024902
	Iteration 68Q: 3 clusters Score -1600236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1600232.625000 Penalty: 4718.024902
	Iteration 69Q: 3 clusters Score -1600233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1600232.750000 Penalty: 4718.024902
	Iteration 70Q: 3 clusters Score -1600233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1600232.125000 Penalty: 4718.024902
	Iteration 71Q: 3 clusters Score -1600232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1600232.125000 Penalty: 4718.024902
	Iteration 72F: 3 clusters Score -1600232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7762 members 
Mstep: Class 3 contains 21780 members 
Mstep: Class 4 contains 6229 members 
Mstep: Class 5 contains 7294 members 
Mstep: Class 6 contains 50236 members 
Mstep: Class 7 contains 88675 members 
Mstep: Class 8 contains 13516 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 602 members 
Mstep: Class 12 contains 169025 members 
Mstep: Class 13 contains 26514 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 11564 members 
Mstep: Class 16 contains 18616 members 
Mstep: Class 17 contains 37561 members 
Mstep: Class 18 contains 16256 members 
Mstep: Class 19 contains 17366 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 26193 members 
Mstep: Class 22 contains 38367 members 
Mstep: Class 23 contains 22696 members 
Mstep: Class 24 contains 163247 members 
Entering Unmasked Estep 
Score: -100877888.000000 Penalty: 77265.281250
Splitting cluster 4 changes total score from -100878096.000000 to -100877888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (50236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Entering Unmasked Estep 
Score: -6793762.500000 Penalty: 2684.472656
	Iteration 0F: 2 clusters Score -6793762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -6759624.000000 Penalty: 5368.945312
	Iteration 0F: 3 clusters Score -6759624 nChanged 23342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -6772542.000000 Penalty: 5368.945312
	Iteration 1F: 3 clusters Score -6772542 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -6773341.500000 Penalty: 5368.945312
	Iteration 2Q: 3 clusters Score -6773342 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -6773994.000000 Penalty: 5368.945312
	Iteration 3Q: 3 clusters Score -6773994 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -6774777.500000 Penalty: 5368.945312
	Iteration 4Q: 3 clusters Score -6774778 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -6776048.500000 Penalty: 5368.945312
	Iteration 5F: 3 clusters Score -6776048 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -6777756.000000 Penalty: 5368.945312
	Iteration 6F: 3 clusters Score -6777756 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -6780050.000000 Penalty: 5368.945312
	Iteration 7F: 3 clusters Score -6780050 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -6782794.000000 Penalty: 5368.945312
	Iteration 8F: 3 clusters Score -6782794 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -6785328.000000 Penalty: 5368.945312
	Iteration 9F: 3 clusters Score -6785328 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -6787246.500000 Penalty: 5368.945312
	Iteration 10Q: 3 clusters Score -6787246 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -6788721.500000 Penalty: 5368.945312
	Iteration 11Q: 3 clusters Score -6788722 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -6789652.500000 Penalty: 5368.945312
	Iteration 12Q: 3 clusters Score -6789652 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -6790398.500000 Penalty: 5368.945312
	Iteration 13Q: 3 clusters Score -6790398 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -6790924.000000 Penalty: 5368.945312
	Iteration 14Q: 3 clusters Score -6790924 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -6791244.000000 Penalty: 5368.945312
	Iteration 15Q: 3 clusters Score -6791244 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -6791439.500000 Penalty: 5368.945312
	Iteration 16Q: 3 clusters Score -6791440 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -6791557.500000 Penalty: 5368.945312
	Iteration 17Q: 3 clusters Score -6791558 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -6791654.500000 Penalty: 5368.945312
	Iteration 18Q: 3 clusters Score -6791654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -6791677.500000 Penalty: 5368.945312
	Iteration 19Q: 3 clusters Score -6791678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -6791719.500000 Penalty: 5368.945312
	Iteration 20F: 3 clusters Score -6791720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -6791736.000000 Penalty: 5368.945312
	Iteration 21Q: 3 clusters Score -6791736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -6791742.500000 Penalty: 5368.945312
	Iteration 22Q: 3 clusters Score -6791742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -6791758.500000 Penalty: 5368.945312
	Iteration 23Q: 3 clusters Score -6791758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -6791756.000000 Penalty: 5368.945312
	Iteration 24Q: 3 clusters Score -6791756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -6791759.500000 Penalty: 5368.945312
	Iteration 25Q: 3 clusters Score -6791760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -6791771.000000 Penalty: 5368.945312
	Iteration 26Q: 3 clusters Score -6791771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -6791766.000000 Penalty: 5368.945312
	Iteration 27Q: 3 clusters Score -6791766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -6791766.000000 Penalty: 5368.945312
	Iteration 28Q: 3 clusters Score -6791766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -6791768.000000 Penalty: 5368.945312
	Iteration 29Q: 3 clusters Score -6791768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -6791768.500000 Penalty: 5368.945312
	Iteration 30Q: 3 clusters Score -6791768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -6791763.500000 Penalty: 5368.945312
	Iteration 31Q: 3 clusters Score -6791764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -6791762.000000 Penalty: 5368.945312
	Iteration 32Q: 3 clusters Score -6791762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -6791762.000000 Penalty: 5368.945312
	Iteration 33F: 3 clusters Score -6791762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (88675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88675 members 
Entering Unmasked Estep 
Score: -12074131.000000 Penalty: 2825.397949
	Iteration 0F: 2 clusters Score -1.207413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -12014931.000000 Penalty: 5650.795898
	Iteration 0F: 3 clusters Score -1.201493e+07 nChanged 41711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -12038767.000000 Penalty: 5650.795898
	Iteration 1F: 3 clusters Score -1.203877e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -12039753.000000 Penalty: 5650.795898
	Iteration 2Q: 3 clusters Score -1.203975e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -12041012.000000 Penalty: 5650.795898
	Iteration 3Q: 3 clusters Score -1.204101e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -12042359.000000 Penalty: 5650.795898
	Iteration 4Q: 3 clusters Score -1.204236e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -12044559.000000 Penalty: 5650.795898
	Iteration 5Q: 3 clusters Score -1.204456e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -12047437.000000 Penalty: 5650.795898
	Iteration 6F: 3 clusters Score -1.204744e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60446 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -12050803.000000 Penalty: 5650.795898
	Iteration 7F: 3 clusters Score -1.20508e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -12054661.000000 Penalty: 5650.795898
	Iteration 8F: 3 clusters Score -1.205466e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70367 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -12058807.000000 Penalty: 5650.795898
	Iteration 9F: 3 clusters Score -1.205881e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75089 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -12062624.000000 Penalty: 5650.795898
	Iteration 10F: 3 clusters Score -1.206262e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -12065767.000000 Penalty: 5650.795898
	Iteration 11Q: 3 clusters Score -1.206577e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81908 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -12067932.000000 Penalty: 5650.795898
	Iteration 12Q: 3 clusters Score -1.206793e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83897 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -12069325.000000 Penalty: 5650.795898
	Iteration 13Q: 3 clusters Score -1.206932e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85179 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -12070253.000000 Penalty: 5650.795898
	Iteration 14Q: 3 clusters Score -1.207025e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85976 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -12070773.000000 Penalty: 5650.795898
	Iteration 15Q: 3 clusters Score -1.207077e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86472 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -12071069.000000 Penalty: 5650.795898
	Iteration 16Q: 3 clusters Score -1.207107e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86815 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -12071260.000000 Penalty: 5650.795898
	Iteration 17Q: 3 clusters Score -1.207126e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87032 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -12071392.000000 Penalty: 5650.795898
	Iteration 18Q: 3 clusters Score -1.207139e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87187 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -12071520.000000 Penalty: 5650.795898
	Iteration 19Q: 3 clusters Score -1.207152e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87291 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -12071600.000000 Penalty: 5650.795898
	Iteration 20F: 3 clusters Score -1.20716e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87371 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -12071641.000000 Penalty: 5650.795898
	Iteration 21Q: 3 clusters Score -1.207164e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87450 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -12071710.000000 Penalty: 5650.795898
	Iteration 22Q: 3 clusters Score -1.207171e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -12071768.000000 Penalty: 5650.795898
	Iteration 23Q: 3 clusters Score -1.207177e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87558 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -12071806.000000 Penalty: 5650.795898
	Iteration 24Q: 3 clusters Score -1.207181e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87590 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -12071811.000000 Penalty: 5650.795898
	Iteration 25Q: 3 clusters Score -1.207181e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87610 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -12071821.000000 Penalty: 5650.795898
	Iteration 26Q: 3 clusters Score -1.207182e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87633 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -12071838.000000 Penalty: 5650.795898
	Iteration 27Q: 3 clusters Score -1.207184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87642 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -12071844.000000 Penalty: 5650.795898
	Iteration 28Q: 3 clusters Score -1.207184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87652 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -12071832.000000 Penalty: 5650.795898
	Iteration 29Q: 3 clusters Score -1.207183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87659 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -12071834.000000 Penalty: 5650.795898
	Iteration 30Q: 3 clusters Score -1.207183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -12071840.000000 Penalty: 5650.795898
	Iteration 31Q: 3 clusters Score -1.207184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87667 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -12071846.000000 Penalty: 5650.795898
	Iteration 32Q: 3 clusters Score -1.207185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87669 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -12071848.000000 Penalty: 5650.795898
	Iteration 33Q: 3 clusters Score -1.207185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -12071844.000000 Penalty: 5650.795898
	Iteration 34Q: 3 clusters Score -1.207184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87677 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -12071842.000000 Penalty: 5650.795898
	Iteration 35Q: 3 clusters Score -1.207184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87679 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -12071846.000000 Penalty: 5650.795898
	Iteration 36Q: 3 clusters Score -1.207185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87678 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -12071851.000000 Penalty: 5650.795898
	Iteration 37Q: 3 clusters Score -1.207185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87677 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -12071848.000000 Penalty: 5650.795898
	Iteration 38Q: 3 clusters Score -1.207185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87677 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -12071848.000000 Penalty: 5650.795898
	Iteration 39F: 3 clusters Score -1.207185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Entering Unmasked Estep 
Score: -1780558.875000 Penalty: 2358.884033
	Iteration 0F: 2 clusters Score -1780559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1770684.500000 Penalty: 4717.768066
	Iteration 0F: 3 clusters Score -1770684 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1773931.500000 Penalty: 4717.768066
	Iteration 1F: 3 clusters Score -1773932 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1774728.500000 Penalty: 4717.768066
	Iteration 2F: 3 clusters Score -1774728 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1776076.500000 Penalty: 4717.768066
	Iteration 3F: 3 clusters Score -1776076 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1777763.500000 Penalty: 4717.768066
	Iteration 4F: 3 clusters Score -1777764 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1778907.750000 Penalty: 4717.768066
	Iteration 5F: 3 clusters Score -1778908 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1779388.000000 Penalty: 4717.768066
	Iteration 6F: 3 clusters Score -1779388 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1779584.125000 Penalty: 4717.768066
	Iteration 7Q: 3 clusters Score -1779584 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1779695.000000 Penalty: 4717.768066
	Iteration 8Q: 3 clusters Score -1779695 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1779760.750000 Penalty: 4717.768066
	Iteration 9Q: 3 clusters Score -1779761 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1779821.250000 Penalty: 4717.768066
	Iteration 10Q: 3 clusters Score -1779821 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1779854.750000 Penalty: 4717.768066
	Iteration 11Q: 3 clusters Score -1779855 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1779894.625000 Penalty: 4717.768066
	Iteration 12Q: 3 clusters Score -1779895 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1779925.250000 Penalty: 4717.768066
	Iteration 13Q: 3 clusters Score -1779925 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1779946.875000 Penalty: 4717.768066
	Iteration 14Q: 3 clusters Score -1779947 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1779973.250000 Penalty: 4717.768066
	Iteration 15Q: 3 clusters Score -1779973 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1779996.875000 Penalty: 4717.768066
	Iteration 16Q: 3 clusters Score -1779997 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1780014.875000 Penalty: 4717.768066
	Iteration 17Q: 3 clusters Score -1780015 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1780036.875000 Penalty: 4717.768066
	Iteration 18Q: 3 clusters Score -1780037 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1780055.250000 Penalty: 4717.768066
	Iteration 19Q: 3 clusters Score -1780055 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1780072.000000 Penalty: 4717.768066
	Iteration 20F: 3 clusters Score -1780072 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1780087.625000 Penalty: 4717.768066
	Iteration 21Q: 3 clusters Score -1780088 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1780103.250000 Penalty: 4717.768066
	Iteration 22Q: 3 clusters Score -1780103 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1780117.500000 Penalty: 4717.768066
	Iteration 23Q: 3 clusters Score -1780118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1780133.000000 Penalty: 4717.768066
	Iteration 24Q: 3 clusters Score -1780133 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1780140.750000 Penalty: 4717.768066
	Iteration 25Q: 3 clusters Score -1780141 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1780154.375000 Penalty: 4717.768066
	Iteration 26Q: 3 clusters Score -1780154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1780159.250000 Penalty: 4717.768066
	Iteration 27Q: 3 clusters Score -1780159 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1780173.500000 Penalty: 4717.768066
	Iteration 28Q: 3 clusters Score -1780174 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1780185.625000 Penalty: 4717.768066
	Iteration 29Q: 3 clusters Score -1780186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1780204.375000 Penalty: 4717.768066
	Iteration 30Q: 3 clusters Score -1780204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1780218.375000 Penalty: 4717.768066
	Iteration 31Q: 3 clusters Score -1780218 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1780227.000000 Penalty: 4717.768066
	Iteration 32Q: 3 clusters Score -1780227 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1780234.750000 Penalty: 4717.768066
	Iteration 33Q: 3 clusters Score -1780235 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1780247.250000 Penalty: 4717.768066
	Iteration 34Q: 3 clusters Score -1780247 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1780259.875000 Penalty: 4717.768066
	Iteration 35Q: 3 clusters Score -1780260 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1780269.625000 Penalty: 4717.768066
	Iteration 36Q: 3 clusters Score -1780270 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1780278.125000 Penalty: 4717.768066
	Iteration 37Q: 3 clusters Score -1780278 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1780295.000000 Penalty: 4717.768066
	Iteration 38Q: 3 clusters Score -1780295 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1780298.750000 Penalty: 4717.768066
	Iteration 39Q: 3 clusters Score -1780299 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1780307.375000 Penalty: 4717.768066
	Iteration 40F: 3 clusters Score -1780307 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1780314.375000 Penalty: 4717.768066
	Iteration 41Q: 3 clusters Score -1780314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1780314.000000 Penalty: 4717.768066
	Iteration 42Q: 3 clusters Score -1780314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1780313.375000 Penalty: 4717.768066
	Iteration 43Q: 3 clusters Score -1780313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1780317.625000 Penalty: 4717.768066
	Iteration 44Q: 3 clusters Score -1780318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1780321.625000 Penalty: 4717.768066
	Iteration 45Q: 3 clusters Score -1780322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1780323.625000 Penalty: 4717.768066
	Iteration 46Q: 3 clusters Score -1780324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1780327.750000 Penalty: 4717.768066
	Iteration 47Q: 3 clusters Score -1780328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1780328.375000 Penalty: 4717.768066
	Iteration 48Q: 3 clusters Score -1780328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1780326.625000 Penalty: 4717.768066
	Iteration 49Q: 3 clusters Score -1780327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1780327.000000 Penalty: 4717.768066
	Iteration 50Q: 3 clusters Score -1780327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1780328.125000 Penalty: 4717.768066
	Iteration 51Q: 3 clusters Score -1780328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1780326.000000 Penalty: 4717.768066
	Iteration 52Q: 3 clusters Score -1780326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1780331.000000 Penalty: 4717.768066
	Iteration 53Q: 3 clusters Score -1780331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1780330.375000 Penalty: 4717.768066
	Iteration 54Q: 3 clusters Score -1780330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1780331.500000 Penalty: 4717.768066
	Iteration 55Q: 3 clusters Score -1780332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1780335.875000 Penalty: 4717.768066
	Iteration 56Q: 3 clusters Score -1780336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1780335.000000 Penalty: 4717.768066
	Iteration 57Q: 3 clusters Score -1780335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1780334.625000 Penalty: 4717.768066
	Iteration 58Q: 3 clusters Score -1780335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1780339.125000 Penalty: 4717.768066
	Iteration 59Q: 3 clusters Score -1780339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1780341.375000 Penalty: 4717.768066
	Iteration 60F: 3 clusters Score -1780341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1780341.500000 Penalty: 4717.768066
	Iteration 61Q: 3 clusters Score -1780342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1780342.750000 Penalty: 4717.768066
	Iteration 62Q: 3 clusters Score -1780343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1780343.375000 Penalty: 4717.768066
	Iteration 63Q: 3 clusters Score -1780343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1780345.750000 Penalty: 4717.768066
	Iteration 64Q: 3 clusters Score -1780346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1780342.750000 Penalty: 4717.768066
	Iteration 65Q: 3 clusters Score -1780343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1780343.000000 Penalty: 4717.768066
	Iteration 66Q: 3 clusters Score -1780343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1780344.125000 Penalty: 4717.768066
	Iteration 67Q: 3 clusters Score -1780344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1780342.250000 Penalty: 4717.768066
	Iteration 68Q: 3 clusters Score -1780342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1780344.750000 Penalty: 4717.768066
	Iteration 69Q: 3 clusters Score -1780345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1780343.250000 Penalty: 4717.768066
	Iteration 70Q: 3 clusters Score -1780343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1780346.250000 Penalty: 4717.768066
	Iteration 71Q: 3 clusters Score -1780346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1780347.750000 Penalty: 4717.768066
	Iteration 72Q: 3 clusters Score -1780348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1780348.625000 Penalty: 4717.768066
	Iteration 73Q: 3 clusters Score -1780349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1780347.500000 Penalty: 4717.768066
	Iteration 74Q: 3 clusters Score -1780348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1780345.750000 Penalty: 4717.768066
	Iteration 75Q: 3 clusters Score -1780346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1780346.375000 Penalty: 4717.768066
	Iteration 76Q: 3 clusters Score -1780346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1780344.875000 Penalty: 4717.768066
	Iteration 77Q: 3 clusters Score -1780345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1780345.625000 Penalty: 4717.768066
	Iteration 78Q: 3 clusters Score -1780346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1780348.750000 Penalty: 4717.768066
	Iteration 79Q: 3 clusters Score -1780349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1780347.750000 Penalty: 4717.768066
	Iteration 80F: 3 clusters Score -1780348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1780346.625000 Penalty: 4717.768066
	Iteration 81Q: 3 clusters Score -1780347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1780346.625000 Penalty: 4717.768066
	Iteration 82F: 3 clusters Score -1780347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Entering Unmasked Estep 
Score: -1405745.875000 Penalty: 2291.205811
	Iteration 0F: 2 clusters Score -1405746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1397838.375000 Penalty: 4582.411621
	Iteration 0F: 3 clusters Score -1397838 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1400299.875000 Penalty: 4582.411621
	Iteration 1F: 3 clusters Score -1400300 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1401024.375000 Penalty: 4582.411621
	Iteration 2F: 3 clusters Score -1401024 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1402136.625000 Penalty: 4582.411621
	Iteration 3F: 3 clusters Score -1402137 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1403191.625000 Penalty: 4582.411621
	Iteration 4F: 3 clusters Score -1403192 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1404149.875000 Penalty: 4582.411621
	Iteration 5F: 3 clusters Score -1404150 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1404917.625000 Penalty: 4582.411621
	Iteration 6F: 3 clusters Score -1404918 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1405577.625000 Penalty: 4582.411621
	Iteration 7F: 3 clusters Score -1405578 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1406143.500000 Penalty: 4582.411621
	Iteration 8Q: 3 clusters Score -1406144 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1406607.000000 Penalty: 4582.411621
	Iteration 9Q: 3 clusters Score -1406607 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1406859.000000 Penalty: 4582.411621
	Iteration 10Q: 3 clusters Score -1406859 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1406973.875000 Penalty: 4582.411621
	Iteration 11Q: 3 clusters Score -1406974 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1407035.375000 Penalty: 4582.411621
	Iteration 12Q: 3 clusters Score -1407035 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1407055.875000 Penalty: 4582.411621
	Iteration 13Q: 3 clusters Score -1407056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1407065.500000 Penalty: 4582.411621
	Iteration 14Q: 3 clusters Score -1407066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1407069.875000 Penalty: 4582.411621
	Iteration 15Q: 3 clusters Score -1407070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1407072.500000 Penalty: 4582.411621
	Iteration 16Q: 3 clusters Score -1407072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1407075.875000 Penalty: 4582.411621
	Iteration 17Q: 3 clusters Score -1407076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1407079.250000 Penalty: 4582.411621
	Iteration 18Q: 3 clusters Score -1407079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1407077.375000 Penalty: 4582.411621
	Iteration 19Q: 3 clusters Score -1407077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1407077.375000 Penalty: 4582.411621
	Iteration 20F: 3 clusters Score -1407077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7762 members 
Mstep: Class 3 contains 21780 members 
Mstep: Class 4 contains 13523 members 
Mstep: Class 5 contains 8670 members 
Mstep: Class 6 contains 50236 members 
Mstep: Class 7 contains 88675 members 
Mstep: Class 8 contains 13516 members 
Mstep: Class 9 contains 1618 members 
Mstep: Class 10 contains 602 members 
Mstep: Class 12 contains 169025 members 
Mstep: Class 13 contains 26514 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 11564 members 
Mstep: Class 16 contains 18616 members 
Mstep: Class 17 contains 37561 members 
Mstep: Class 18 contains 16256 members 
Mstep: Class 19 contains 17366 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 26193 members 
Mstep: Class 22 contains 38367 members 
Mstep: Class 23 contains 22696 members 
Mstep: Class 24 contains 163247 members 
Entering Unmasked Estep 
Score: -100878232.000000 Penalty: 77265.281250
Splitting cluster 9 changes total score from -100878096.000000 to -100878232.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 10 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -76795.117188 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -76795.12 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 291 members 
Entering Unmasked Estep 
Score: -75211.804688 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -75211.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75404.742188 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -75404.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75477.453125 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -75477.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75527.875000 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -75527.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -75552.367188 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -75552.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -75560.726562 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -75560.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -75564.867188 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -75564.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -75569.468750 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -75569.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -75572.437500 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -75572.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -75578.296875 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -75578.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -75586.851562 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -75586.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -75593.007812 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -75593.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -75596.179688 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -75596.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -75596.179688 Penalty: 3174.527832
	Iteration 13F: 3 clusters Score -75596.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (169025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169025 members 
Entering Unmasked Estep 
Score: -23106084.000000 Penalty: 2985.374756
	Iteration 0F: 2 clusters Score -2.310608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84691 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -22992444.000000 Penalty: 5970.749512
	Iteration 0F: 3 clusters Score -2.299244e+07 nChanged 81269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87828 members 
Mstep: Class 2 contains 81197 members 
Entering Unmasked Estep 
Score: -23039906.000000 Penalty: 5970.749512
	Iteration 1F: 3 clusters Score -2.303991e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90020 members 
Mstep: Class 2 contains 79005 members 
Entering Unmasked Estep 
Score: -23040984.000000 Penalty: 5970.749512
	Iteration 2Q: 3 clusters Score -2.304098e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93451 members 
Mstep: Class 2 contains 75574 members 
Entering Unmasked Estep 
Score: -23042634.000000 Penalty: 5970.749512
	Iteration 3Q: 3 clusters Score -2.304263e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98573 members 
Mstep: Class 2 contains 70452 members 
Entering Unmasked Estep 
Score: -23044988.000000 Penalty: 5970.749512
	Iteration 4Q: 3 clusters Score -2.304499e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106248 members 
Mstep: Class 2 contains 62777 members 
Entering Unmasked Estep 
Score: -23049162.000000 Penalty: 5970.749512
	Iteration 5Q: 3 clusters Score -2.304916e+07 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116984 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -23056460.000000 Penalty: 5970.749512
	Iteration 6F: 3 clusters Score -2.305646e+07 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130526 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -23067482.000000 Penalty: 5970.749512
	Iteration 7F: 3 clusters Score -2.306748e+07 nChanged 14330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144844 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -23080782.000000 Penalty: 5970.749512
	Iteration 8F: 3 clusters Score -2.308078e+07 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156171 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -23091700.000000 Penalty: 5970.749512
	Iteration 9F: 3 clusters Score -2.30917e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162881 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -23098112.000000 Penalty: 5970.749512
	Iteration 10Q: 3 clusters Score -2.309811e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166229 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -23101064.000000 Penalty: 5970.749512
	Iteration 11Q: 3 clusters Score -2.310106e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167649 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -23102378.000000 Penalty: 5970.749512
	Iteration 12Q: 3 clusters Score -2.310238e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168210 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -23102882.000000 Penalty: 5970.749512
	Iteration 13Q: 3 clusters Score -2.310288e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168444 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -23103122.000000 Penalty: 5970.749512
	Iteration 14Q: 3 clusters Score -2.310312e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168541 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -23103274.000000 Penalty: 5970.749512
	Iteration 15Q: 3 clusters Score -2.310327e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168581 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -23103306.000000 Penalty: 5970.749512
	Iteration 16Q: 3 clusters Score -2.310331e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168602 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -23103356.000000 Penalty: 5970.749512
	Iteration 17Q: 3 clusters Score -2.310336e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168612 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -23103368.000000 Penalty: 5970.749512
	Iteration 18Q: 3 clusters Score -2.310337e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168631 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -23103392.000000 Penalty: 5970.749512
	Iteration 19Q: 3 clusters Score -2.310339e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168648 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -23103420.000000 Penalty: 5970.749512
	Iteration 20F: 3 clusters Score -2.310342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168655 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -23103412.000000 Penalty: 5970.749512
	Iteration 21Q: 3 clusters Score -2.310341e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168660 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -23103406.000000 Penalty: 5970.749512
	Iteration 22Q: 3 clusters Score -2.310341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168664 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -23103422.000000 Penalty: 5970.749512
	Iteration 23Q: 3 clusters Score -2.310342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168663 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -23103428.000000 Penalty: 5970.749512
	Iteration 24Q: 3 clusters Score -2.310343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168664 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -23103428.000000 Penalty: 5970.749512
	Iteration 25Q: 3 clusters Score -2.310343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168665 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -23103420.000000 Penalty: 5970.749512
	Iteration 26Q: 3 clusters Score -2.310342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168668 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -23103428.000000 Penalty: 5970.749512
	Iteration 27Q: 3 clusters Score -2.310343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168672 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -23103432.000000 Penalty: 5970.749512
	Iteration 28Q: 3 clusters Score -2.310343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168676 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -23103452.000000 Penalty: 5970.749512
	Iteration 29Q: 3 clusters Score -2.310345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168676 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -23103444.000000 Penalty: 5970.749512
	Iteration 30Q: 3 clusters Score -2.310344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168673 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -23103454.000000 Penalty: 5970.749512
	Iteration 31Q: 3 clusters Score -2.310345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168674 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -23103460.000000 Penalty: 5970.749512
	Iteration 32Q: 3 clusters Score -2.310346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168674 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -23103452.000000 Penalty: 5970.749512
	Iteration 33Q: 3 clusters Score -2.310345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168674 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -23103462.000000 Penalty: 5970.749512
	Iteration 34Q: 3 clusters Score -2.310346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168675 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -23103476.000000 Penalty: 5970.749512
	Iteration 35Q: 3 clusters Score -2.310348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168676 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -23103480.000000 Penalty: 5970.749512
	Iteration 36Q: 3 clusters Score -2.310348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168676 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -23103480.000000 Penalty: 5970.749512
	Iteration 37F: 3 clusters Score -2.310348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Entering Unmasked Estep 
Score: -3535943.500000 Penalty: 2525.986328
	Iteration 0F: 2 clusters Score -3535944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3517851.000000 Penalty: 5051.972656
	Iteration 0F: 3 clusters Score -3517851 nChanged 11813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3524318.250000 Penalty: 5051.972656
	Iteration 1F: 3 clusters Score -3524318 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -3524992.250000 Penalty: 5051.972656
	Iteration 2F: 3 clusters Score -3524992 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -3525627.000000 Penalty: 5051.972656
	Iteration 3F: 3 clusters Score -3525627 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -3526475.000000 Penalty: 5051.972656
	Iteration 4Q: 3 clusters Score -3526475 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -3527362.500000 Penalty: 5051.972656
	Iteration 5F: 3 clusters Score -3527362 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -3528255.500000 Penalty: 5051.972656
	Iteration 6F: 3 clusters Score -3528256 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -3529080.250000 Penalty: 5051.972656
	Iteration 7F: 3 clusters Score -3529080 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3529871.500000 Penalty: 5051.972656
	Iteration 8F: 3 clusters Score -3529872 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3530703.250000 Penalty: 5051.972656
	Iteration 9F: 3 clusters Score -3530703 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -3531469.500000 Penalty: 5051.972656
	Iteration 10F: 3 clusters Score -3531470 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3532131.000000 Penalty: 5051.972656
	Iteration 11Q: 3 clusters Score -3532131 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -3532890.000000 Penalty: 5051.972656
	Iteration 12Q: 3 clusters Score -3532890 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -3533665.000000 Penalty: 5051.972656
	Iteration 13Q: 3 clusters Score -3533665 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -3534533.750000 Penalty: 5051.972656
	Iteration 14Q: 3 clusters Score -3534534 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -3535296.500000 Penalty: 5051.972656
	Iteration 15Q: 3 clusters Score -3535296 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -3535897.250000 Penalty: 5051.972656
	Iteration 16Q: 3 clusters Score -3535897 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -3536275.000000 Penalty: 5051.972656
	Iteration 17Q: 3 clusters Score -3536275 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3536498.250000 Penalty: 5051.972656
	Iteration 18Q: 3 clusters Score -3536498 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -3536688.500000 Penalty: 5051.972656
	Iteration 19Q: 3 clusters Score -3536688 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -3536995.250000 Penalty: 5051.972656
	Iteration 20F: 3 clusters Score -3536995 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3537238.750000 Penalty: 5051.972656
	Iteration 21Q: 3 clusters Score -3537239 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -3537406.750000 Penalty: 5051.972656
	Iteration 22Q: 3 clusters Score -3537407 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -3537502.250000 Penalty: 5051.972656
	Iteration 23Q: 3 clusters Score -3537502 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -3537528.000000 Penalty: 5051.972656
	Iteration 24Q: 3 clusters Score -3537528 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3537551.000000 Penalty: 5051.972656
	Iteration 25Q: 3 clusters Score -3537551 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -3537565.750000 Penalty: 5051.972656
	Iteration 26Q: 3 clusters Score -3537566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3537561.750000 Penalty: 5051.972656
	Iteration 27Q: 3 clusters Score -3537562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -3537565.500000 Penalty: 5051.972656
	Iteration 28Q: 3 clusters Score -3537566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3537563.500000 Penalty: 5051.972656
	Iteration 29Q: 3 clusters Score -3537564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3537564.250000 Penalty: 5051.972656
	Iteration 30Q: 3 clusters Score -3537564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3537565.500000 Penalty: 5051.972656
	Iteration 31Q: 3 clusters Score -3537566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -3537566.750000 Penalty: 5051.972656
	Iteration 32Q: 3 clusters Score -3537567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -3537564.250000 Penalty: 5051.972656
	Iteration 33Q: 3 clusters Score -3537564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -3537564.250000 Penalty: 5051.972656
	Iteration 34Q: 3 clusters Score -3537564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3537567.750000 Penalty: 5051.972656
	Iteration 35Q: 3 clusters Score -3537568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3537567.750000 Penalty: 5051.972656
	Iteration 36F: 3 clusters Score -3537568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7762 members 
Mstep: Class 3 contains 21780 members 
Mstep: Class 4 contains 13523 members 
Mstep: Class 5 contains 8670 members 
Mstep: Class 6 contains 50236 members 
Mstep: Class 7 contains 88675 members 
Mstep: Class 8 contains 13516 members 
Mstep: Class 9 contains 1618 members 
Mstep: Class 10 contains 602 members 
Mstep: Class 11 contains 24734 members 
Mstep: Class 12 contains 169025 members 
Mstep: Class 13 contains 1780 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 11564 members 
Mstep: Class 16 contains 18616 members 
Mstep: Class 17 contains 37561 members 
Mstep: Class 18 contains 16256 members 
Mstep: Class 19 contains 17366 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 26193 members 
Mstep: Class 22 contains 38367 members 
Mstep: Class 23 contains 22696 members 
Mstep: Class 24 contains 163247 members 
Entering Unmasked Estep 
Score: -100878856.000000 Penalty: 80624.640625
Splitting cluster 13 changes total score from -100878096.000000 to -100878856.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 14 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -145508.718750 Penalty: 1768.462891
	Iteration 0F: 2 clusters Score -145508.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -143732.062500 Penalty: 3536.925781
	Iteration 0F: 3 clusters Score -143732.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -145003.500000 Penalty: 3536.925781
	Iteration 1F: 3 clusters Score -145003.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -145956.531250 Penalty: 3536.925781
	Iteration 2F: 3 clusters Score -145956.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -146819.015625 Penalty: 3536.925781
	Iteration 3F: 3 clusters Score -146819 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -147550.859375 Penalty: 3536.925781
	Iteration 4F: 3 clusters Score -147550.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -147987.578125 Penalty: 3536.925781
	Iteration 5F: 3 clusters Score -147987.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -148300.234375 Penalty: 3536.925781
	Iteration 6Q: 3 clusters Score -148300.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -148475.515625 Penalty: 3536.925781
	Iteration 7Q: 3 clusters Score -148475.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -148522.671875 Penalty: 3536.925781
	Iteration 8Q: 3 clusters Score -148522.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -148574.500000 Penalty: 3536.925781
	Iteration 9Q: 3 clusters Score -148574.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -148614.812500 Penalty: 3536.925781
	Iteration 10Q: 3 clusters Score -148614.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -148633.187500 Penalty: 3536.925781
	Iteration 11Q: 3 clusters Score -148633.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -148642.531250 Penalty: 3536.925781
	Iteration 12Q: 3 clusters Score -148642.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -148645.046875 Penalty: 3536.925781
	Iteration 13Q: 3 clusters Score -148645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -148647.531250 Penalty: 3536.925781
	Iteration 14Q: 3 clusters Score -148647.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -148649.828125 Penalty: 3536.925781
	Iteration 15F: 3 clusters Score -148649.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -148652.515625 Penalty: 3536.925781
	Iteration 16Q: 3 clusters Score -148652.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -148655.593750 Penalty: 3536.925781
	Iteration 17Q: 3 clusters Score -148655.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -148655.593750 Penalty: 3536.925781
	Iteration 18F: 3 clusters Score -148655.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7762 members 
Mstep: Class 3 contains 21780 members 
Mstep: Class 4 contains 13523 members 
Mstep: Class 5 contains 8670 members 
Mstep: Class 6 contains 50236 members 
Mstep: Class 7 contains 88675 members 
Mstep: Class 8 contains 13516 members 
Mstep: Class 9 contains 1618 members 
Mstep: Class 10 contains 602 members 
Mstep: Class 11 contains 24734 members 
Mstep: Class 12 contains 169025 members 
Mstep: Class 13 contains 1780 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 11564 members 
Mstep: Class 16 contains 18616 members 
Mstep: Class 17 contains 37561 members 
Mstep: Class 18 contains 16256 members 
Mstep: Class 19 contains 17366 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 26193 members 
Mstep: Class 22 contains 38367 members 
Mstep: Class 23 contains 22696 members 
Mstep: Class 24 contains 163247 members 
Mstep: Class 25 contains 676 members 
Entering Unmasked Estep 
Score: -100880336.000000 Penalty: 83984.000000
Splitting cluster 14 changes total score from -100878096.000000 to -100880336.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (11564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Entering Unmasked Estep 
Score: -1537535.750000 Penalty: 2320.201660
	Iteration 0F: 2 clusters Score -1537536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1528900.750000 Penalty: 4640.403320
	Iteration 0F: 3 clusters Score -1528901 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1531692.750000 Penalty: 4640.403320
	Iteration 1F: 3 clusters Score -1531693 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1532254.500000 Penalty: 4640.403320
	Iteration 2F: 3 clusters Score -1532254 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1532816.500000 Penalty: 4640.403320
	Iteration 3F: 3 clusters Score -1532816 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1533493.125000 Penalty: 4640.403320
	Iteration 4F: 3 clusters Score -1533493 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1534346.625000 Penalty: 4640.403320
	Iteration 5F: 3 clusters Score -1534347 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1535387.750000 Penalty: 4640.403320
	Iteration 6F: 3 clusters Score -1535388 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1536379.250000 Penalty: 4640.403320
	Iteration 7F: 3 clusters Score -1536379 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1537073.250000 Penalty: 4640.403320
	Iteration 8F: 3 clusters Score -1537073 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1537423.250000 Penalty: 4640.403320
	Iteration 9Q: 3 clusters Score -1537423 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1537583.250000 Penalty: 4640.403320
	Iteration 10Q: 3 clusters Score -1537583 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1537690.625000 Penalty: 4640.403320
	Iteration 11Q: 3 clusters Score -1537691 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1537769.875000 Penalty: 4640.403320
	Iteration 12Q: 3 clusters Score -1537770 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1537837.875000 Penalty: 4640.403320
	Iteration 13Q: 3 clusters Score -1537838 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1537886.750000 Penalty: 4640.403320
	Iteration 14Q: 3 clusters Score -1537887 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1537942.250000 Penalty: 4640.403320
	Iteration 15Q: 3 clusters Score -1537942 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1538004.625000 Penalty: 4640.403320
	Iteration 16Q: 3 clusters Score -1538005 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1538073.250000 Penalty: 4640.403320
	Iteration 17Q: 3 clusters Score -1538073 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1538137.625000 Penalty: 4640.403320
	Iteration 18Q: 3 clusters Score -1538138 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1538213.750000 Penalty: 4640.403320
	Iteration 19Q: 3 clusters Score -1538214 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1538279.625000 Penalty: 4640.403320
	Iteration 20F: 3 clusters Score -1538280 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1538322.750000 Penalty: 4640.403320
	Iteration 21Q: 3 clusters Score -1538323 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1538354.875000 Penalty: 4640.403320
	Iteration 22Q: 3 clusters Score -1538355 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1538376.125000 Penalty: 4640.403320
	Iteration 23Q: 3 clusters Score -1538376 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1538396.750000 Penalty: 4640.403320
	Iteration 24Q: 3 clusters Score -1538397 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1538405.750000 Penalty: 4640.403320
	Iteration 25Q: 3 clusters Score -1538406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1538408.875000 Penalty: 4640.403320
	Iteration 26Q: 3 clusters Score -1538409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1538414.375000 Penalty: 4640.403320
	Iteration 27Q: 3 clusters Score -1538414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1538413.750000 Penalty: 4640.403320
	Iteration 28Q: 3 clusters Score -1538414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1538414.000000 Penalty: 4640.403320
	Iteration 29Q: 3 clusters Score -1538414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1538418.875000 Penalty: 4640.403320
	Iteration 30Q: 3 clusters Score -1538419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1538416.625000 Penalty: 4640.403320
	Iteration 31Q: 3 clusters Score -1538417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1538415.500000 Penalty: 4640.403320
	Iteration 32Q: 3 clusters Score -1538416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1538418.375000 Penalty: 4640.403320
	Iteration 33Q: 3 clusters Score -1538418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1538419.000000 Penalty: 4640.403320
	Iteration 34Q: 3 clusters Score -1538419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1538419.625000 Penalty: 4640.403320
	Iteration 35Q: 3 clusters Score -1538420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1538424.750000 Penalty: 4640.403320
	Iteration 36Q: 3 clusters Score -1538425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1538432.000000 Penalty: 4640.403320
	Iteration 37Q: 3 clusters Score -1538432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1538437.125000 Penalty: 4640.403320
	Iteration 38Q: 3 clusters Score -1538437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1538435.000000 Penalty: 4640.403320
	Iteration 39Q: 3 clusters Score -1538435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1538435.375000 Penalty: 4640.403320
	Iteration 40F: 3 clusters Score -1538435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1538438.125000 Penalty: 4640.403320
	Iteration 41Q: 3 clusters Score -1538438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1538439.375000 Penalty: 4640.403320
	Iteration 42Q: 3 clusters Score -1538439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1538443.250000 Penalty: 4640.403320
	Iteration 43Q: 3 clusters Score -1538443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1538442.250000 Penalty: 4640.403320
	Iteration 44Q: 3 clusters Score -1538442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1538442.250000 Penalty: 4640.403320
	Iteration 45F: 3 clusters Score -1538442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7762 members 
Mstep: Class 3 contains 21780 members 
Mstep: Class 4 contains 13523 members 
Mstep: Class 5 contains 8670 members 
Mstep: Class 6 contains 50236 members 
Mstep: Class 7 contains 88675 members 
Mstep: Class 8 contains 13516 members 
Mstep: Class 9 contains 1618 members 
Mstep: Class 10 contains 602 members 
Mstep: Class 11 contains 24734 members 
Mstep: Class 12 contains 169025 members 
Mstep: Class 13 contains 1780 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8461 members 
Mstep: Class 16 contains 18616 members 
Mstep: Class 17 contains 37561 members 
Mstep: Class 18 contains 16256 members 
Mstep: Class 19 contains 17366 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 26193 members 
Mstep: Class 22 contains 38367 members 
Mstep: Class 23 contains 22696 members 
Mstep: Class 24 contains 163247 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3103 members 
Entering Unmasked Estep 
Score: -100880304.000000 Penalty: 87343.359375
Splitting cluster 15 changes total score from -100878096.000000 to -100880304.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (18616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Entering Unmasked Estep 
Score: -2424330.750000 Penalty: 2438.280518
	Iteration 0F: 2 clusters Score -2424331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2411250.500000 Penalty: 4876.561035
	Iteration 0F: 3 clusters Score -2411250 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2420250.000000 Penalty: 4876.561035
	Iteration 1F: 3 clusters Score -2420250 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2425802.000000 Penalty: 4876.561035
	Iteration 2F: 3 clusters Score -2425802 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2428724.000000 Penalty: 4876.561035
	Iteration 3F: 3 clusters Score -2428724 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2430079.000000 Penalty: 4876.561035
	Iteration 4F: 3 clusters Score -2430079 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2430713.250000 Penalty: 4876.561035
	Iteration 5Q: 3 clusters Score -2430713 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2431043.000000 Penalty: 4876.561035
	Iteration 6Q: 3 clusters Score -2431043 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2431183.250000 Penalty: 4876.561035
	Iteration 7Q: 3 clusters Score -2431183 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2431253.250000 Penalty: 4876.561035
	Iteration 8Q: 3 clusters Score -2431253 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2431305.250000 Penalty: 4876.561035
	Iteration 9Q: 3 clusters Score -2431305 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2431359.500000 Penalty: 4876.561035
	Iteration 10Q: 3 clusters Score -2431360 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2431409.250000 Penalty: 4876.561035
	Iteration 11Q: 3 clusters Score -2431409 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2431478.500000 Penalty: 4876.561035
	Iteration 12Q: 3 clusters Score -2431478 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2431523.750000 Penalty: 4876.561035
	Iteration 13Q: 3 clusters Score -2431524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2431556.750000 Penalty: 4876.561035
	Iteration 14Q: 3 clusters Score -2431557 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2431585.500000 Penalty: 4876.561035
	Iteration 15Q: 3 clusters Score -2431586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2431609.750000 Penalty: 4876.561035
	Iteration 16Q: 3 clusters Score -2431610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2431622.000000 Penalty: 4876.561035
	Iteration 17Q: 3 clusters Score -2431622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2431623.000000 Penalty: 4876.561035
	Iteration 18Q: 3 clusters Score -2431623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2431629.250000 Penalty: 4876.561035
	Iteration 19Q: 3 clusters Score -2431629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2431632.500000 Penalty: 4876.561035
	Iteration 20F: 3 clusters Score -2431632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2431635.250000 Penalty: 4876.561035
	Iteration 21Q: 3 clusters Score -2431635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2431635.000000 Penalty: 4876.561035
	Iteration 22Q: 3 clusters Score -2431635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2431635.000000 Penalty: 4876.561035
	Iteration 23F: 3 clusters Score -2431635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7762 members 
Mstep: Class 3 contains 21780 members 
Mstep: Class 4 contains 13523 members 
Mstep: Class 5 contains 8670 members 
Mstep: Class 6 contains 50236 members 
Mstep: Class 7 contains 88675 members 
Mstep: Class 8 contains 13516 members 
Mstep: Class 9 contains 1618 members 
Mstep: Class 10 contains 602 members 
Mstep: Class 11 contains 24734 members 
Mstep: Class 12 contains 169025 members 
Mstep: Class 13 contains 1780 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8461 members 
Mstep: Class 16 contains 2033 members 
Mstep: Class 17 contains 37561 members 
Mstep: Class 18 contains 16256 members 
Mstep: Class 19 contains 17366 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 26193 members 
Mstep: Class 22 contains 38367 members 
Mstep: Class 23 contains 22696 members 
Mstep: Class 24 contains 163247 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3103 members 
Mstep: Class 27 contains 16583 members 
Entering Unmasked Estep 
Score: -100887704.000000 Penalty: 90702.726562
Splitting cluster 16 changes total score from -100878096.000000 to -100887704.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (37561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Entering Unmasked Estep 
Score: -4758138.500000 Penalty: 2612.363037
	Iteration 0F: 2 clusters Score -4758138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4732631.500000 Penalty: 5224.726074
	Iteration 0F: 3 clusters Score -4732632 nChanged 17072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -4742600.000000 Penalty: 5224.726074
	Iteration 1F: 3 clusters Score -4742600 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -4743668.000000 Penalty: 5224.726074
	Iteration 2F: 3 clusters Score -4743668 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -4744725.500000 Penalty: 5224.726074
	Iteration 3F: 3 clusters Score -4744726 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -4745778.000000 Penalty: 5224.726074
	Iteration 4F: 3 clusters Score -4745778 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -4746842.000000 Penalty: 5224.726074
	Iteration 5F: 3 clusters Score -4746842 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -4747978.500000 Penalty: 5224.726074
	Iteration 6F: 3 clusters Score -4747978 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -4749117.000000 Penalty: 5224.726074
	Iteration 7F: 3 clusters Score -4749117 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -4750167.000000 Penalty: 5224.726074
	Iteration 8Q: 3 clusters Score -4750167 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -4751124.500000 Penalty: 5224.726074
	Iteration 9Q: 3 clusters Score -4751124 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -4751989.500000 Penalty: 5224.726074
	Iteration 10Q: 3 clusters Score -4751990 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -4752691.000000 Penalty: 5224.726074
	Iteration 11Q: 3 clusters Score -4752691 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -4753241.000000 Penalty: 5224.726074
	Iteration 12Q: 3 clusters Score -4753241 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -4753651.000000 Penalty: 5224.726074
	Iteration 13Q: 3 clusters Score -4753651 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -4753986.500000 Penalty: 5224.726074
	Iteration 14Q: 3 clusters Score -4753986 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -4754275.000000 Penalty: 5224.726074
	Iteration 15Q: 3 clusters Score -4754275 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -4754489.000000 Penalty: 5224.726074
	Iteration 16Q: 3 clusters Score -4754489 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -4754665.500000 Penalty: 5224.726074
	Iteration 17Q: 3 clusters Score -4754666 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -4754880.500000 Penalty: 5224.726074
	Iteration 18Q: 3 clusters Score -4754880 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -4755088.500000 Penalty: 5224.726074
	Iteration 19Q: 3 clusters Score -4755088 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -4755266.000000 Penalty: 5224.726074
	Iteration 20F: 3 clusters Score -4755266 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -4755413.000000 Penalty: 5224.726074
	Iteration 21Q: 3 clusters Score -4755413 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -4755549.500000 Penalty: 5224.726074
	Iteration 22Q: 3 clusters Score -4755550 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -4755677.000000 Penalty: 5224.726074
	Iteration 23Q: 3 clusters Score -4755677 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -4755794.000000 Penalty: 5224.726074
	Iteration 24Q: 3 clusters Score -4755794 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -4755944.500000 Penalty: 5224.726074
	Iteration 25Q: 3 clusters Score -4755944 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -4756032.500000 Penalty: 5224.726074
	Iteration 26Q: 3 clusters Score -4756032 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -4756113.500000 Penalty: 5224.726074
	Iteration 27Q: 3 clusters Score -4756114 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -4756184.000000 Penalty: 5224.726074
	Iteration 28Q: 3 clusters Score -4756184 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -4756256.500000 Penalty: 5224.726074
	Iteration 29Q: 3 clusters Score -4756256 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -4756319.000000 Penalty: 5224.726074
	Iteration 30Q: 3 clusters Score -4756319 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -4756379.000000 Penalty: 5224.726074
	Iteration 31Q: 3 clusters Score -4756379 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -4756455.500000 Penalty: 5224.726074
	Iteration 32Q: 3 clusters Score -4756456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -4756509.500000 Penalty: 5224.726074
	Iteration 33Q: 3 clusters Score -4756510 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -4756561.000000 Penalty: 5224.726074
	Iteration 34Q: 3 clusters Score -4756561 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -4756600.500000 Penalty: 5224.726074
	Iteration 35Q: 3 clusters Score -4756600 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -4756635.000000 Penalty: 5224.726074
	Iteration 36Q: 3 clusters Score -4756635 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -4756675.500000 Penalty: 5224.726074
	Iteration 37Q: 3 clusters Score -4756676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -4756701.000000 Penalty: 5224.726074
	Iteration 38Q: 3 clusters Score -4756701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -4756721.500000 Penalty: 5224.726074
	Iteration 39Q: 3 clusters Score -4756722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -4756731.000000 Penalty: 5224.726074
	Iteration 40F: 3 clusters Score -4756731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -4756740.500000 Penalty: 5224.726074
	Iteration 41Q: 3 clusters Score -4756740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -4756751.000000 Penalty: 5224.726074
	Iteration 42Q: 3 clusters Score -4756751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -4756757.000000 Penalty: 5224.726074
	Iteration 43Q: 3 clusters Score -4756757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -4756770.000000 Penalty: 5224.726074
	Iteration 44Q: 3 clusters Score -4756770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -4756769.000000 Penalty: 5224.726074
	Iteration 45Q: 3 clusters Score -4756769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -4756775.000000 Penalty: 5224.726074
	Iteration 46Q: 3 clusters Score -4756775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -4756781.000000 Penalty: 5224.726074
	Iteration 47Q: 3 clusters Score -4756781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -4756782.000000 Penalty: 5224.726074
	Iteration 48Q: 3 clusters Score -4756782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -4756783.000000 Penalty: 5224.726074
	Iteration 49Q: 3 clusters Score -4756783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -4756782.500000 Penalty: 5224.726074
	Iteration 50Q: 3 clusters Score -4756782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -4756783.500000 Penalty: 5224.726074
	Iteration 51Q: 3 clusters Score -4756784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -4756793.500000 Penalty: 5224.726074
	Iteration 52Q: 3 clusters Score -4756794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -4756786.000000 Penalty: 5224.726074
	Iteration 53Q: 3 clusters Score -4756786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -4756795.500000 Penalty: 5224.726074
	Iteration 54Q: 3 clusters Score -4756796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -4756809.500000 Penalty: 5224.726074
	Iteration 55Q: 3 clusters Score -4756810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -4756810.500000 Penalty: 5224.726074
	Iteration 56Q: 3 clusters Score -4756810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -4756813.500000 Penalty: 5224.726074
	Iteration 57Q: 3 clusters Score -4756814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -4756820.500000 Penalty: 5224.726074
	Iteration 58Q: 3 clusters Score -4756820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -4756826.000000 Penalty: 5224.726074
	Iteration 59Q: 3 clusters Score -4756826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -4756819.500000 Penalty: 5224.726074
	Iteration 60F: 3 clusters Score -4756820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -4756826.500000 Penalty: 5224.726074
	Iteration 61Q: 3 clusters Score -4756826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -4756825.000000 Penalty: 5224.726074
	Iteration 62Q: 3 clusters Score -4756825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -4756825.500000 Penalty: 5224.726074
	Iteration 63Q: 3 clusters Score -4756826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -4756825.500000 Penalty: 5224.726074
	Iteration 64F: 3 clusters Score -4756826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Entering Unmasked Estep 
Score: -2215353.500000 Penalty: 2404.661865
	Iteration 0F: 2 clusters Score -2215354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2203701.000000 Penalty: 4809.323730
	Iteration 0F: 3 clusters Score -2203701 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2207483.500000 Penalty: 4809.323730
	Iteration 1F: 3 clusters Score -2207484 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2207869.750000 Penalty: 4809.323730
	Iteration 2F: 3 clusters Score -2207870 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2208194.750000 Penalty: 4809.323730
	Iteration 3Q: 3 clusters Score -2208195 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2208450.000000 Penalty: 4809.323730
	Iteration 4Q: 3 clusters Score -2208450 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2208703.750000 Penalty: 4809.323730
	Iteration 5Q: 3 clusters Score -2208704 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2208974.000000 Penalty: 4809.323730
	Iteration 6Q: 3 clusters Score -2208974 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2209265.750000 Penalty: 4809.323730
	Iteration 7Q: 3 clusters Score -2209266 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2209586.500000 Penalty: 4809.323730
	Iteration 8Q: 3 clusters Score -2209586 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2209960.750000 Penalty: 4809.323730
	Iteration 9Q: 3 clusters Score -2209961 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2210438.750000 Penalty: 4809.323730
	Iteration 10Q: 3 clusters Score -2210439 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2210983.500000 Penalty: 4809.323730
	Iteration 11Q: 3 clusters Score -2210984 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2211514.250000 Penalty: 4809.323730
	Iteration 12Q: 3 clusters Score -2211514 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2212035.000000 Penalty: 4809.323730
	Iteration 13Q: 3 clusters Score -2212035 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2212470.750000 Penalty: 4809.323730
	Iteration 14Q: 3 clusters Score -2212471 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2212742.500000 Penalty: 4809.323730
	Iteration 15Q: 3 clusters Score -2212742 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2212921.000000 Penalty: 4809.323730
	Iteration 16Q: 3 clusters Score -2212921 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2213043.250000 Penalty: 4809.323730
	Iteration 17Q: 3 clusters Score -2213043 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2213127.000000 Penalty: 4809.323730
	Iteration 18Q: 3 clusters Score -2213127 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2213185.500000 Penalty: 4809.323730
	Iteration 19Q: 3 clusters Score -2213186 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2213222.500000 Penalty: 4809.323730
	Iteration 20F: 3 clusters Score -2213222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2213248.500000 Penalty: 4809.323730
	Iteration 21Q: 3 clusters Score -2213248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2213256.500000 Penalty: 4809.323730
	Iteration 22Q: 3 clusters Score -2213256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2213265.500000 Penalty: 4809.323730
	Iteration 23Q: 3 clusters Score -2213266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2213281.750000 Penalty: 4809.323730
	Iteration 24Q: 3 clusters Score -2213282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2213291.250000 Penalty: 4809.323730
	Iteration 25Q: 3 clusters Score -2213291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2213293.250000 Penalty: 4809.323730
	Iteration 26Q: 3 clusters Score -2213293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2213296.250000 Penalty: 4809.323730
	Iteration 27Q: 3 clusters Score -2213296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2213296.250000 Penalty: 4809.323730
	Iteration 28F: 3 clusters Score -2213296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Entering Unmasked Estep 
Score: -2304004.250000 Penalty: 2421.042969
	Iteration 0F: 2 clusters Score -2304004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2291657.250000 Penalty: 4842.085938
	Iteration 0F: 3 clusters Score -2291657 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2295788.000000 Penalty: 4842.085938
	Iteration 1F: 3 clusters Score -2295788 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2296351.750000 Penalty: 4842.085938
	Iteration 2F: 3 clusters Score -2296352 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2296922.000000 Penalty: 4842.085938
	Iteration 3F: 3 clusters Score -2296922 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2297511.000000 Penalty: 4842.085938
	Iteration 4F: 3 clusters Score -2297511 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2298127.500000 Penalty: 4842.085938
	Iteration 5F: 3 clusters Score -2298128 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2298693.000000 Penalty: 4842.085938
	Iteration 6F: 3 clusters Score -2298693 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2299203.000000 Penalty: 4842.085938
	Iteration 7Q: 3 clusters Score -2299203 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2299661.750000 Penalty: 4842.085938
	Iteration 8Q: 3 clusters Score -2299662 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2300013.750000 Penalty: 4842.085938
	Iteration 9Q: 3 clusters Score -2300014 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2300310.750000 Penalty: 4842.085938
	Iteration 10Q: 3 clusters Score -2300311 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2300545.500000 Penalty: 4842.085938
	Iteration 11Q: 3 clusters Score -2300546 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2300737.500000 Penalty: 4842.085938
	Iteration 12Q: 3 clusters Score -2300738 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2300897.250000 Penalty: 4842.085938
	Iteration 13Q: 3 clusters Score -2300897 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2301060.500000 Penalty: 4842.085938
	Iteration 14Q: 3 clusters Score -2301060 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2301223.750000 Penalty: 4842.085938
	Iteration 15Q: 3 clusters Score -2301224 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2301356.500000 Penalty: 4842.085938
	Iteration 16Q: 3 clusters Score -2301356 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2301473.250000 Penalty: 4842.085938
	Iteration 17Q: 3 clusters Score -2301473 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2301590.250000 Penalty: 4842.085938
	Iteration 18Q: 3 clusters Score -2301590 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2301678.500000 Penalty: 4842.085938
	Iteration 19Q: 3 clusters Score -2301678 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2301783.000000 Penalty: 4842.085938
	Iteration 20F: 3 clusters Score -2301783 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2301897.500000 Penalty: 4842.085938
	Iteration 21Q: 3 clusters Score -2301898 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2301993.500000 Penalty: 4842.085938
	Iteration 22Q: 3 clusters Score -2301994 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2302087.500000 Penalty: 4842.085938
	Iteration 23Q: 3 clusters Score -2302088 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2302176.250000 Penalty: 4842.085938
	Iteration 24Q: 3 clusters Score -2302176 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2302279.750000 Penalty: 4842.085938
	Iteration 25Q: 3 clusters Score -2302280 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2302394.250000 Penalty: 4842.085938
	Iteration 26Q: 3 clusters Score -2302394 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2302515.000000 Penalty: 4842.085938
	Iteration 27Q: 3 clusters Score -2302515 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2302619.000000 Penalty: 4842.085938
	Iteration 28Q: 3 clusters Score -2302619 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2302719.000000 Penalty: 4842.085938
	Iteration 29Q: 3 clusters Score -2302719 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2302808.000000 Penalty: 4842.085938
	Iteration 30Q: 3 clusters Score -2302808 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2302838.750000 Penalty: 4842.085938
	Iteration 31Q: 3 clusters Score -2302839 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2302871.250000 Penalty: 4842.085938
	Iteration 32Q: 3 clusters Score -2302871 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2302892.250000 Penalty: 4842.085938
	Iteration 33Q: 3 clusters Score -2302892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2302901.750000 Penalty: 4842.085938
	Iteration 34Q: 3 clusters Score -2302902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2302907.500000 Penalty: 4842.085938
	Iteration 35Q: 3 clusters Score -2302908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2302915.750000 Penalty: 4842.085938
	Iteration 36Q: 3 clusters Score -2302916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2302916.750000 Penalty: 4842.085938
	Iteration 37Q: 3 clusters Score -2302917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2302921.250000 Penalty: 4842.085938
	Iteration 38Q: 3 clusters Score -2302921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2302921.250000 Penalty: 4842.085938
	Iteration 39Q: 3 clusters Score -2302921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2302928.750000 Penalty: 4842.085938
	Iteration 40F: 3 clusters Score -2302929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2302931.750000 Penalty: 4842.085938
	Iteration 41Q: 3 clusters Score -2302932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2302932.500000 Penalty: 4842.085938
	Iteration 42Q: 3 clusters Score -2302932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2302928.750000 Penalty: 4842.085938
	Iteration 43Q: 3 clusters Score -2302929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2302930.000000 Penalty: 4842.085938
	Iteration 44Q: 3 clusters Score -2302930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2302929.750000 Penalty: 4842.085938
	Iteration 45Q: 3 clusters Score -2302930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2302932.500000 Penalty: 4842.085938
	Iteration 46Q: 3 clusters Score -2302932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2302932.500000 Penalty: 4842.085938
	Iteration 47F: 3 clusters Score -2302932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -188926.218750 Penalty: 1828.752441
	Iteration 0F: 2 clusters Score -188926.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -186715.921875 Penalty: 3657.504883
	Iteration 0F: 3 clusters Score -186715.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -187924.453125 Penalty: 3657.504883
	Iteration 1F: 3 clusters Score -187924.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -189451.625000 Penalty: 3657.504883
	Iteration 2F: 3 clusters Score -189451.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -190837.640625 Penalty: 3657.504883
	Iteration 3F: 3 clusters Score -190837.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -191359.187500 Penalty: 3657.504883
	Iteration 4F: 3 clusters Score -191359.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -192243.937500 Penalty: 3657.504883
	Iteration 5Q: 3 clusters Score -192243.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -192319.640625 Penalty: 3657.504883
	Iteration 6Q: 3 clusters Score -192319.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -192330.578125 Penalty: 3657.504883
	Iteration 7Q: 3 clusters Score -192330.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -192336.140625 Penalty: 3657.504883
	Iteration 8Q: 3 clusters Score -192336.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -192336.140625 Penalty: 3657.504883
	Iteration 9F: 3 clusters Score -192336.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7762 members 
Mstep: Class 3 contains 21780 members 
Mstep: Class 4 contains 13523 members 
Mstep: Class 5 contains 8670 members 
Mstep: Class 6 contains 50236 members 
Mstep: Class 7 contains 88675 members 
Mstep: Class 8 contains 13516 members 
Mstep: Class 9 contains 1618 members 
Mstep: Class 10 contains 602 members 
Mstep: Class 11 contains 24734 members 
Mstep: Class 12 contains 169025 members 
Mstep: Class 13 contains 1780 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8461 members 
Mstep: Class 16 contains 2033 members 
Mstep: Class 17 contains 37561 members 
Mstep: Class 18 contains 16256 members 
Mstep: Class 19 contains 17366 members 
Mstep: Class 20 contains 1080 members 
Mstep: Class 21 contains 26193 members 
Mstep: Class 22 contains 38367 members 
Mstep: Class 23 contains 22696 members 
Mstep: Class 24 contains 163247 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3103 members 
Mstep: Class 27 contains 16583 members 
Mstep: Class 28 contains 514 members 
Entering Unmasked Estep 
Score: -100889544.000000 Penalty: 94062.085938
Splitting cluster 20 changes total score from -100878096.000000 to -100889544.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 21 (26193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Entering Unmasked Estep 
Score: -3510549.250000 Penalty: 2522.965332
	Iteration 0F: 2 clusters Score -3510549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -3492606.250000 Penalty: 5045.930664
	Iteration 0F: 3 clusters Score -3492606 nChanged 11679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3499059.250000 Penalty: 5045.930664
	Iteration 1F: 3 clusters Score -3499059 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -3499978.250000 Penalty: 5045.930664
	Iteration 2F: 3 clusters Score -3499978 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -3501559.000000 Penalty: 5045.930664
	Iteration 3F: 3 clusters Score -3501559 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -3504321.000000 Penalty: 5045.930664
	Iteration 4F: 3 clusters Score -3504321 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3507929.500000 Penalty: 5045.930664
	Iteration 5F: 3 clusters Score -3507930 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -3511188.000000 Penalty: 5045.930664
	Iteration 6F: 3 clusters Score -3511188 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -3513137.000000 Penalty: 5045.930664
	Iteration 7F: 3 clusters Score -3513137 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3514012.750000 Penalty: 5045.930664
	Iteration 8Q: 3 clusters Score -3514013 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -3514306.750000 Penalty: 5045.930664
	Iteration 9Q: 3 clusters Score -3514307 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -3514384.750000 Penalty: 5045.930664
	Iteration 10Q: 3 clusters Score -3514385 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3514417.500000 Penalty: 5045.930664
	Iteration 11Q: 3 clusters Score -3514418 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3514428.500000 Penalty: 5045.930664
	Iteration 12Q: 3 clusters Score -3514428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3514431.250000 Penalty: 5045.930664
	Iteration 13Q: 3 clusters Score -3514431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3514433.000000 Penalty: 5045.930664
	Iteration 14Q: 3 clusters Score -3514433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3514431.500000 Penalty: 5045.930664
	Iteration 15Q: 3 clusters Score -3514432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -3514431.250000 Penalty: 5045.930664
	Iteration 16Q: 3 clusters Score -3514431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3514433.250000 Penalty: 5045.930664
	Iteration 17Q: 3 clusters Score -3514433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3514433.500000 Penalty: 5045.930664
	Iteration 18Q: 3 clusters Score -3514434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3514433.500000 Penalty: 5045.930664
	Iteration 19F: 3 clusters Score -3514434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7762 members 
Mstep: Class 3 contains 21780 members 
Mstep: Class 4 contains 13523 members 
Mstep: Class 5 contains 8670 members 
Mstep: Class 6 contains 50236 members 
Mstep: Class 7 contains 88675 members 
Mstep: Class 8 contains 13516 members 
Mstep: Class 9 contains 1618 members 
Mstep: Class 10 contains 602 members 
Mstep: Class 11 contains 24734 members 
Mstep: Class 12 contains 169025 members 
Mstep: Class 13 contains 1780 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8461 members 
Mstep: Class 16 contains 2033 members 
Mstep: Class 17 contains 37561 members 
Mstep: Class 18 contains 16256 members 
Mstep: Class 19 contains 17366 members 
Mstep: Class 20 contains 1080 members 
Mstep: Class 21 contains 18024 members 
Mstep: Class 22 contains 38367 members 
Mstep: Class 23 contains 22696 members 
Mstep: Class 24 contains 163247 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3103 members 
Mstep: Class 27 contains 16583 members 
Mstep: Class 28 contains 514 members 
Mstep: Class 29 contains 8169 members 
Entering Unmasked Estep 
Score: -100892632.000000 Penalty: 97421.445312
Splitting cluster 21 changes total score from -100878096.000000 to -100892632.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (38367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Entering Unmasked Estep 
Score: -5329166.000000 Penalty: 2617.628174
	Iteration 0F: 2 clusters Score -5329166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -5302909.500000 Penalty: 5235.256348
	Iteration 0F: 3 clusters Score -5302910 nChanged 17663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -5312647.000000 Penalty: 5235.256348
	Iteration 1F: 3 clusters Score -5312647 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -5313115.500000 Penalty: 5235.256348
	Iteration 2Q: 3 clusters Score -5313116 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -5313509.000000 Penalty: 5235.256348
	Iteration 3Q: 3 clusters Score -5313509 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -5313970.500000 Penalty: 5235.256348
	Iteration 4Q: 3 clusters Score -5313970 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -5314560.500000 Penalty: 5235.256348
	Iteration 5Q: 3 clusters Score -5314560 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -5315384.500000 Penalty: 5235.256348
	Iteration 6Q: 3 clusters Score -5315384 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -5316621.000000 Penalty: 5235.256348
	Iteration 7F: 3 clusters Score -5316621 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -5318435.000000 Penalty: 5235.256348
	Iteration 8F: 3 clusters Score -5318435 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -5320687.500000 Penalty: 5235.256348
	Iteration 9F: 3 clusters Score -5320688 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -5322915.000000 Penalty: 5235.256348
	Iteration 10F: 3 clusters Score -5322915 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -5324674.500000 Penalty: 5235.256348
	Iteration 11F: 3 clusters Score -5324674 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -5325721.000000 Penalty: 5235.256348
	Iteration 12Q: 3 clusters Score -5325721 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -5326228.500000 Penalty: 5235.256348
	Iteration 13Q: 3 clusters Score -5326228 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -5326478.500000 Penalty: 5235.256348
	Iteration 14Q: 3 clusters Score -5326478 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -5326615.500000 Penalty: 5235.256348
	Iteration 15Q: 3 clusters Score -5326616 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -5326704.500000 Penalty: 5235.256348
	Iteration 16Q: 3 clusters Score -5326704 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -5326772.000000 Penalty: 5235.256348
	Iteration 17Q: 3 clusters Score -5326772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -5326798.500000 Penalty: 5235.256348
	Iteration 18Q: 3 clusters Score -5326798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -5326814.000000 Penalty: 5235.256348
	Iteration 19Q: 3 clusters Score -5326814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -5326825.500000 Penalty: 5235.256348
	Iteration 20F: 3 clusters Score -5326826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -5326830.000000 Penalty: 5235.256348
	Iteration 21Q: 3 clusters Score -5326830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -5326834.500000 Penalty: 5235.256348
	Iteration 22Q: 3 clusters Score -5326834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -5326846.500000 Penalty: 5235.256348
	Iteration 23Q: 3 clusters Score -5326846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -5326861.000000 Penalty: 5235.256348
	Iteration 24Q: 3 clusters Score -5326861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -5326880.500000 Penalty: 5235.256348
	Iteration 25Q: 3 clusters Score -5326880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -5326895.000000 Penalty: 5235.256348
	Iteration 26Q: 3 clusters Score -5326895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -5326904.500000 Penalty: 5235.256348
	Iteration 27Q: 3 clusters Score -5326904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -5326906.500000 Penalty: 5235.256348
	Iteration 28Q: 3 clusters Score -5326906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -5326906.500000 Penalty: 5235.256348
	Iteration 29F: 3 clusters Score -5326906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Entering Unmasked Estep 
Score: -2906890.750000 Penalty: 2487.426270
	Iteration 0F: 2 clusters Score -2906891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2891111.000000 Penalty: 4974.852539
	Iteration 0F: 3 clusters Score -2891111 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2896474.750000 Penalty: 4974.852539
	Iteration 1F: 3 clusters Score -2896475 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2897363.750000 Penalty: 4974.852539
	Iteration 2F: 3 clusters Score -2897364 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2898916.500000 Penalty: 4974.852539
	Iteration 3F: 3 clusters Score -2898916 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2901090.250000 Penalty: 4974.852539
	Iteration 4F: 3 clusters Score -2901090 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2903028.500000 Penalty: 4974.852539
	Iteration 5F: 3 clusters Score -2903028 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2904462.000000 Penalty: 4974.852539
	Iteration 6F: 3 clusters Score -2904462 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2905387.750000 Penalty: 4974.852539
	Iteration 7F: 3 clusters Score -2905388 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2905973.750000 Penalty: 4974.852539
	Iteration 8Q: 3 clusters Score -2905974 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2906317.250000 Penalty: 4974.852539
	Iteration 9Q: 3 clusters Score -2906317 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2906544.750000 Penalty: 4974.852539
	Iteration 10Q: 3 clusters Score -2906545 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2906656.750000 Penalty: 4974.852539
	Iteration 11Q: 3 clusters Score -2906657 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2906715.250000 Penalty: 4974.852539
	Iteration 12Q: 3 clusters Score -2906715 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2906751.250000 Penalty: 4974.852539
	Iteration 13Q: 3 clusters Score -2906751 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2906802.000000 Penalty: 4974.852539
	Iteration 14Q: 3 clusters Score -2906802 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2906819.500000 Penalty: 4974.852539
	Iteration 15Q: 3 clusters Score -2906820 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2906853.500000 Penalty: 4974.852539
	Iteration 16Q: 3 clusters Score -2906854 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2906872.250000 Penalty: 4974.852539
	Iteration 17Q: 3 clusters Score -2906872 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2906899.000000 Penalty: 4974.852539
	Iteration 18Q: 3 clusters Score -2906899 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2906905.000000 Penalty: 4974.852539
	Iteration 19Q: 3 clusters Score -2906905 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2906919.250000 Penalty: 4974.852539
	Iteration 20F: 3 clusters Score -2906919 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2906936.500000 Penalty: 4974.852539
	Iteration 21Q: 3 clusters Score -2906936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2906955.500000 Penalty: 4974.852539
	Iteration 22Q: 3 clusters Score -2906956 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2906972.750000 Penalty: 4974.852539
	Iteration 23Q: 3 clusters Score -2906973 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2906989.750000 Penalty: 4974.852539
	Iteration 24Q: 3 clusters Score -2906990 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2907018.750000 Penalty: 4974.852539
	Iteration 25Q: 3 clusters Score -2907019 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2907036.500000 Penalty: 4974.852539
	Iteration 26Q: 3 clusters Score -2907036 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2907050.500000 Penalty: 4974.852539
	Iteration 27Q: 3 clusters Score -2907050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2907062.500000 Penalty: 4974.852539
	Iteration 28Q: 3 clusters Score -2907062 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2907080.250000 Penalty: 4974.852539
	Iteration 29Q: 3 clusters Score -2907080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2907069.500000 Penalty: 4974.852539
	Iteration 30Q: 3 clusters Score -2907070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2907081.750000 Penalty: 4974.852539
	Iteration 31Q: 3 clusters Score -2907082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2907082.000000 Penalty: 4974.852539
	Iteration 32Q: 3 clusters Score -2907082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2907090.250000 Penalty: 4974.852539
	Iteration 33Q: 3 clusters Score -2907090 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2907099.000000 Penalty: 4974.852539
	Iteration 34Q: 3 clusters Score -2907099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2907103.000000 Penalty: 4974.852539
	Iteration 35Q: 3 clusters Score -2907103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2907105.250000 Penalty: 4974.852539
	Iteration 36Q: 3 clusters Score -2907105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2907102.250000 Penalty: 4974.852539
	Iteration 37Q: 3 clusters Score -2907102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2907096.250000 Penalty: 4974.852539
	Iteration 38Q: 3 clusters Score -2907096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2907101.250000 Penalty: 4974.852539
	Iteration 39Q: 3 clusters Score -2907101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2907103.750000 Penalty: 4974.852539
	Iteration 40F: 3 clusters Score -2907104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2907102.500000 Penalty: 4974.852539
	Iteration 41Q: 3 clusters Score -2907102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2907102.000000 Penalty: 4974.852539
	Iteration 42Q: 3 clusters Score -2907102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2907102.000000 Penalty: 4974.852539
	Iteration 43F: 3 clusters Score -2907102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7762 members 
Mstep: Class 3 contains 21780 members 
Mstep: Class 4 contains 13523 members 
Mstep: Class 5 contains 8670 members 
Mstep: Class 6 contains 50236 members 
Mstep: Class 7 contains 88675 members 
Mstep: Class 8 contains 13516 members 
Mstep: Class 9 contains 1618 members 
Mstep: Class 10 contains 602 members 
Mstep: Class 11 contains 24734 members 
Mstep: Class 12 contains 169025 members 
Mstep: Class 13 contains 1780 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8461 members 
Mstep: Class 16 contains 2033 members 
Mstep: Class 17 contains 37561 members 
Mstep: Class 18 contains 16256 members 
Mstep: Class 19 contains 17366 members 
Mstep: Class 20 contains 1080 members 
Mstep: Class 21 contains 18024 members 
Mstep: Class 22 contains 38367 members 
Mstep: Class 23 contains 4524 members 
Mstep: Class 24 contains 163247 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 3103 members 
Mstep: Class 27 contains 16583 members 
Mstep: Class 28 contains 514 members 
Mstep: Class 29 contains 8169 members 
Mstep: Class 30 contains 18172 members 
Entering Unmasked Estep 
Score: -100891840.000000 Penalty: 100780.804688
Splitting cluster 23 changes total score from -100878096.000000 to -100891840.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 24 (163247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163247 members 
Entering Unmasked Estep 
Score: -22318090.000000 Penalty: 2976.748779
	Iteration 0F: 2 clusters Score -2.231809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81760 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
Score: -22212912.000000 Penalty: 5953.497559
	Iteration 0F: 3 clusters Score -2.221291e+07 nChanged 78423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 80966 members 
Entering Unmasked Estep 
Score: -22259092.000000 Penalty: 5953.497559
	Iteration 1F: 3 clusters Score -2.225909e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82894 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -22259902.000000 Penalty: 5953.497559
	Iteration 2Q: 3 clusters Score -2.22599e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83897 members 
Mstep: Class 2 contains 79350 members 
Entering Unmasked Estep 
Score: -22260750.000000 Penalty: 5953.497559
	Iteration 3Q: 3 clusters Score -2.226075e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85479 members 
Mstep: Class 2 contains 77768 members 
Entering Unmasked Estep 
Score: -22262002.000000 Penalty: 5953.497559
	Iteration 4Q: 3 clusters Score -2.2262e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87784 members 
Mstep: Class 2 contains 75463 members 
Entering Unmasked Estep 
Score: -22263428.000000 Penalty: 5953.497559
	Iteration 5Q: 3 clusters Score -2.226343e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91094 members 
Mstep: Class 2 contains 72153 members 
Entering Unmasked Estep 
Score: -22264962.000000 Penalty: 5953.497559
	Iteration 6Q: 3 clusters Score -2.226496e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95919 members 
Mstep: Class 2 contains 67328 members 
Entering Unmasked Estep 
Score: -22267490.000000 Penalty: 5953.497559
	Iteration 7Q: 3 clusters Score -2.226749e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102698 members 
Mstep: Class 2 contains 60549 members 
Entering Unmasked Estep 
Score: -22271324.000000 Penalty: 5953.497559
	Iteration 8Q: 3 clusters Score -2.227132e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111867 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -22277336.000000 Penalty: 5953.497559
	Iteration 9F: 3 clusters Score -2.227734e+07 nChanged 11965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123666 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -22286202.000000 Penalty: 5953.497559
	Iteration 10F: 3 clusters Score -2.22862e+07 nChanged 12859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136445 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -22296466.000000 Penalty: 5953.497559
	Iteration 11F: 3 clusters Score -2.229647e+07 nChanged 11083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147472 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -22305616.000000 Penalty: 5953.497559
	Iteration 12F: 3 clusters Score -2.230562e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154774 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -22311154.000000 Penalty: 5953.497559
	Iteration 13Q: 3 clusters Score -2.231115e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158688 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -22314054.000000 Penalty: 5953.497559
	Iteration 14Q: 3 clusters Score -2.231405e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160450 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -22315118.000000 Penalty: 5953.497559
	Iteration 15Q: 3 clusters Score -2.231512e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161260 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -22315580.000000 Penalty: 5953.497559
	Iteration 16Q: 3 clusters Score -2.231558e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161614 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -22315766.000000 Penalty: 5953.497559
	Iteration 17Q: 3 clusters Score -2.231577e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161822 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -22315874.000000 Penalty: 5953.497559
	Iteration 18Q: 3 clusters Score -2.231587e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161950 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -22315964.000000 Penalty: 5953.497559
	Iteration 19Q: 3 clusters Score -2.231596e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162024 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -22316000.000000 Penalty: 5953.497559
	Iteration 20F: 3 clusters Score -2.2316e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162074 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -22316038.000000 Penalty: 5953.497559
	Iteration 21Q: 3 clusters Score -2.231604e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162125 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -22316062.000000 Penalty: 5953.497559
	Iteration 22Q: 3 clusters Score -2.231606e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162171 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -22316052.000000 Penalty: 5953.497559
	Iteration 23Q: 3 clusters Score -2.231605e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162202 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -22316086.000000 Penalty: 5953.497559
	Iteration 24Q: 3 clusters Score -2.231609e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162219 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -22316098.000000 Penalty: 5953.497559
	Iteration 25Q: 3 clusters Score -2.23161e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162231 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -22316106.000000 Penalty: 5953.497559
	Iteration 26Q: 3 clusters Score -2.231611e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162247 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -22316116.000000 Penalty: 5953.497559
	Iteration 27Q: 3 clusters Score -2.231612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162254 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -22316120.000000 Penalty: 5953.497559
	Iteration 28Q: 3 clusters Score -2.231612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162264 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -22316136.000000 Penalty: 5953.497559
	Iteration 29Q: 3 clusters Score -2.231614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162271 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -22316138.000000 Penalty: 5953.497559
	Iteration 30Q: 3 clusters Score -2.231614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162277 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -22316146.000000 Penalty: 5953.497559
	Iteration 31Q: 3 clusters Score -2.231615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162281 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -22316150.000000 Penalty: 5953.497559
	Iteration 32Q: 3 clusters Score -2.231615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162283 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -22316150.000000 Penalty: 5953.497559
	Iteration 33Q: 3 clusters Score -2.231615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162286 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -22316170.000000 Penalty: 5953.497559
	Iteration 34Q: 3 clusters Score -2.231617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162288 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -22316174.000000 Penalty: 5953.497559
	Iteration 35Q: 3 clusters Score -2.231617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162290 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -22316166.000000 Penalty: 5953.497559
	Iteration 36Q: 3 clusters Score -2.231617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162292 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -22316170.000000 Penalty: 5953.497559
	Iteration 37Q: 3 clusters Score -2.231617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162292 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -22316166.000000 Penalty: 5953.497559
	Iteration 38Q: 3 clusters Score -2.231617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162292 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -22316166.000000 Penalty: 5953.497559
	Iteration 39F: 3 clusters Score -2.231617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7762 members 
Mstep: Class 3 contains 21780 members 
Mstep: Class 4 contains 13523 members 
Mstep: Class 6 contains 50236 members 
Mstep: Class 7 contains 88675 members 
Mstep: Class 8 contains 13516 members 
Mstep: Class 9 contains 1618 members 
Mstep: Class 10 contains 602 members 
Mstep: Class 12 contains 169025 members 
Mstep: Class 13 contains 1780 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8461 members 
Mstep: Class 16 contains 2033 members 
Mstep: Class 17 contains 37561 members 
Mstep: Class 18 contains 16256 members 
Mstep: Class 19 contains 17366 members 
Mstep: Class 20 contains 1080 members 
Mstep: Class 21 contains 18024 members 
Mstep: Class 22 contains 38367 members 
Mstep: Class 23 contains 4524 members 
Mstep: Class 24 contains 163247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100896800.000000 Penalty: 100780.804688
Iteration 39Q: 31 clusters Score -1.008968e+08 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7857 members 
Mstep: Class 3 contains 21804 members 
Mstep: Class 4 contains 13686 members 
Mstep: Class 5 contains 8511 members 
Mstep: Class 6 contains 50218 members 
Mstep: Class 7 contains 88820 members 
Mstep: Class 8 contains 13520 members 
Mstep: Class 9 contains 1623 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 24565 members 
Mstep: Class 12 contains 169250 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8511 members 
Mstep: Class 16 contains 2061 members 
Mstep: Class 17 contains 38339 members 
Mstep: Class 18 contains 16328 members 
Mstep: Class 19 contains 17638 members 
Mstep: Class 20 contains 1078 members 
Mstep: Class 21 contains 17980 members 
Mstep: Class 22 contains 38404 members 
Mstep: Class 23 contains 4844 members 
Mstep: Class 24 contains 163365 members 
Mstep: Class 25 contains 675 members 
Mstep: Class 26 contains 2787 members 
Mstep: Class 27 contains 16170 members 
Mstep: Class 28 contains 512 members 
Mstep: Class 29 contains 7963 members 
Mstep: Class 30 contains 17059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100901096.000000 Penalty: 100780.804688
Iteration 40F: 31 clusters Score -1.009011e+08 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7685 members 
Mstep: Class 3 contains 21752 members 
Mstep: Class 4 contains 13260 members 
Mstep: Class 5 contains 8846 members 
Mstep: Class 6 contains 49943 members 
Mstep: Class 7 contains 88831 members 
Mstep: Class 8 contains 13514 members 
Mstep: Class 9 contains 1610 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 25193 members 
Mstep: Class 12 contains 168320 members 
Mstep: Class 13 contains 2190 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8509 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 38334 members 
Mstep: Class 18 contains 16372 members 
Mstep: Class 19 contains 17737 members 
Mstep: Class 20 contains 1079 members 
Mstep: Class 21 contains 17803 members 
Mstep: Class 22 contains 38346 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 162744 members 
Mstep: Class 25 contains 679 members 
Mstep: Class 26 contains 3030 members 
Mstep: Class 27 contains 16253 members 
Mstep: Class 28 contains 509 members 
Mstep: Class 29 contains 8370 members 
Mstep: Class 30 contains 17695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100903784.000000 Penalty: 100780.804688
Iteration 41Q: 31 clusters Score -1.009038e+08 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 7427 members 
Mstep: Class 3 contains 21698 members 
Mstep: Class 4 contains 13013 members 
Mstep: Class 5 contains 9007 members 
Mstep: Class 6 contains 49739 members 
Mstep: Class 7 contains 88829 members 
Mstep: Class 8 contains 13509 members 
Mstep: Class 9 contains 1610 members 
Mstep: Class 10 contains 585 members 
Mstep: Class 11 contains 25639 members 
Mstep: Class 12 contains 167718 members 
Mstep: Class 13 contains 2488 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8542 members 
Mstep: Class 16 contains 2128 members 
Mstep: Class 17 contains 38377 members 
Mstep: Class 18 contains 16419 members 
Mstep: Class 19 contains 17837 members 
Mstep: Class 20 contains 1081 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 38295 members 
Mstep: Class 23 contains 5060 members 
Mstep: Class 24 contains 162254 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 3210 members 
Mstep: Class 27 contains 16298 members 
Mstep: Class 28 contains 507 members 
Mstep: Class 29 contains 8568 members 
Mstep: Class 30 contains 18163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100904872.000000 Penalty: 100780.804688
Iteration 42Q: 31 clusters Score -1.009049e+08 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 7195 members 
Mstep: Class 3 contains 21646 members 
Mstep: Class 4 contains 12837 members 
Mstep: Class 5 contains 9093 members 
Mstep: Class 6 contains 49580 members 
Mstep: Class 7 contains 88836 members 
Mstep: Class 8 contains 13513 members 
Mstep: Class 9 contains 1615 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 25974 members 
Mstep: Class 12 contains 167297 members 
Mstep: Class 13 contains 2737 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 2148 members 
Mstep: Class 17 contains 38408 members 
Mstep: Class 18 contains 16490 members 
Mstep: Class 19 contains 17890 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 17616 members 
Mstep: Class 22 contains 38255 members 
Mstep: Class 23 contains 5143 members 
Mstep: Class 24 contains 161889 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 3396 members 
Mstep: Class 27 contains 16325 members 
Mstep: Class 28 contains 506 members 
Mstep: Class 29 contains 8691 members 
Mstep: Class 30 contains 18482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100905720.000000 Penalty: 100780.804688
Iteration 43Q: 31 clusters Score -1.009057e+08 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 21615 members 
Mstep: Class 4 contains 12720 members 
Mstep: Class 5 contains 9128 members 
Mstep: Class 6 contains 49449 members 
Mstep: Class 7 contains 88854 members 
Mstep: Class 8 contains 13509 members 
Mstep: Class 9 contains 1619 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 26215 members 
Mstep: Class 12 contains 167010 members 
Mstep: Class 13 contains 2967 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8619 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 38440 members 
Mstep: Class 18 contains 16541 members 
Mstep: Class 19 contains 17935 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17554 members 
Mstep: Class 22 contains 38220 members 
Mstep: Class 23 contains 5238 members 
Mstep: Class 24 contains 161595 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 3562 members 
Mstep: Class 27 contains 16344 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 8758 members 
Mstep: Class 30 contains 18709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100906696.000000 Penalty: 100780.804688
Iteration 44Q: 31 clusters Score -1.009067e+08 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6729 members 
Mstep: Class 3 contains 21584 members 
Mstep: Class 4 contains 12635 members 
Mstep: Class 5 contains 9154 members 
Mstep: Class 6 contains 49343 members 
Mstep: Class 7 contains 88841 members 
Mstep: Class 8 contains 13504 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 577 members 
Mstep: Class 11 contains 26387 members 
Mstep: Class 12 contains 166821 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8653 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 38471 members 
Mstep: Class 18 contains 16583 members 
Mstep: Class 19 contains 17967 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17498 members 
Mstep: Class 22 contains 38187 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 161366 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 3726 members 
Mstep: Class 27 contains 16357 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 8810 members 
Mstep: Class 30 contains 18897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100907288.000000 Penalty: 100780.804688
Iteration 45Q: 31 clusters Score -1.009073e+08 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6525 members 
Mstep: Class 3 contains 21560 members 
Mstep: Class 4 contains 12566 members 
Mstep: Class 5 contains 9170 members 
Mstep: Class 6 contains 49248 members 
Mstep: Class 7 contains 88826 members 
Mstep: Class 8 contains 13505 members 
Mstep: Class 9 contains 1623 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 11 contains 26500 members 
Mstep: Class 12 contains 166687 members 
Mstep: Class 13 contains 3322 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8687 members 
Mstep: Class 16 contains 2177 members 
Mstep: Class 17 contains 38501 members 
Mstep: Class 18 contains 16614 members 
Mstep: Class 19 contains 18013 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17454 members 
Mstep: Class 22 contains 38164 members 
Mstep: Class 23 contains 5441 members 
Mstep: Class 24 contains 161161 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 3880 members 
Mstep: Class 27 contains 16364 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 8846 members 
Mstep: Class 30 contains 19045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100907512.000000 Penalty: 100780.804688
Iteration 46Q: 31 clusters Score -1.009075e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6337 members 
Mstep: Class 3 contains 21536 members 
Mstep: Class 4 contains 12505 members 
Mstep: Class 5 contains 9184 members 
Mstep: Class 6 contains 49172 members 
Mstep: Class 7 contains 88819 members 
Mstep: Class 8 contains 13501 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 26592 members 
Mstep: Class 12 contains 166602 members 
Mstep: Class 13 contains 3450 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8727 members 
Mstep: Class 16 contains 2182 members 
Mstep: Class 17 contains 38527 members 
Mstep: Class 18 contains 16633 members 
Mstep: Class 19 contains 18036 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17410 members 
Mstep: Class 22 contains 38143 members 
Mstep: Class 23 contains 5534 members 
Mstep: Class 24 contains 160994 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 4011 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 8881 members 
Mstep: Class 30 contains 19172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100907744.000000 Penalty: 100780.804688
Iteration 47Q: 31 clusters Score -1.009077e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6189 members 
Mstep: Class 3 contains 21525 members 
Mstep: Class 4 contains 12450 members 
Mstep: Class 5 contains 9187 members 
Mstep: Class 6 contains 49107 members 
Mstep: Class 7 contains 88804 members 
Mstep: Class 8 contains 13500 members 
Mstep: Class 9 contains 1623 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 26657 members 
Mstep: Class 12 contains 166533 members 
Mstep: Class 13 contains 3565 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8758 members 
Mstep: Class 16 contains 2185 members 
Mstep: Class 17 contains 38526 members 
Mstep: Class 18 contains 16654 members 
Mstep: Class 19 contains 18054 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17374 members 
Mstep: Class 22 contains 38128 members 
Mstep: Class 23 contains 5630 members 
Mstep: Class 24 contains 160836 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 4118 members 
Mstep: Class 27 contains 16383 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 8902 members 
Mstep: Class 30 contains 19301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100907992.000000 Penalty: 100780.804688
Iteration 48Q: 31 clusters Score -1.00908e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6056 members 
Mstep: Class 3 contains 21512 members 
Mstep: Class 4 contains 12415 members 
Mstep: Class 5 contains 9189 members 
Mstep: Class 6 contains 49032 members 
Mstep: Class 7 contains 88781 members 
Mstep: Class 8 contains 13500 members 
Mstep: Class 9 contains 1623 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 26683 members 
Mstep: Class 12 contains 166506 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8784 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 38551 members 
Mstep: Class 18 contains 16673 members 
Mstep: Class 19 contains 18063 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17336 members 
Mstep: Class 22 contains 38115 members 
Mstep: Class 23 contains 5713 members 
Mstep: Class 24 contains 160711 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 16390 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 8920 members 
Mstep: Class 30 contains 19414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908216.000000 Penalty: 100780.804688
Iteration 49Q: 31 clusters Score -1.009082e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5943 members 
Mstep: Class 3 contains 21501 members 
Mstep: Class 4 contains 12386 members 
Mstep: Class 5 contains 9187 members 
Mstep: Class 6 contains 48964 members 
Mstep: Class 7 contains 88765 members 
Mstep: Class 8 contains 13498 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 26708 members 
Mstep: Class 12 contains 166487 members 
Mstep: Class 13 contains 3710 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8821 members 
Mstep: Class 16 contains 2190 members 
Mstep: Class 17 contains 38554 members 
Mstep: Class 18 contains 16683 members 
Mstep: Class 19 contains 18076 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17304 members 
Mstep: Class 22 contains 38098 members 
Mstep: Class 23 contains 5793 members 
Mstep: Class 24 contains 160616 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 4300 members 
Mstep: Class 27 contains 16402 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 8945 members 
Mstep: Class 30 contains 19499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908592.000000 Penalty: 100780.804688
Iteration 50Q: 31 clusters Score -1.009086e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5865 members 
Mstep: Class 3 contains 21493 members 
Mstep: Class 4 contains 12365 members 
Mstep: Class 5 contains 9191 members 
Mstep: Class 6 contains 48901 members 
Mstep: Class 7 contains 88746 members 
Mstep: Class 8 contains 13501 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 26729 members 
Mstep: Class 12 contains 166457 members 
Mstep: Class 13 contains 3754 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8859 members 
Mstep: Class 16 contains 2192 members 
Mstep: Class 17 contains 38563 members 
Mstep: Class 18 contains 16706 members 
Mstep: Class 19 contains 18085 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17283 members 
Mstep: Class 22 contains 38085 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 160536 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 4359 members 
Mstep: Class 27 contains 16403 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 8952 members 
Mstep: Class 30 contains 19563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908456.000000 Penalty: 100780.804688
Iteration 51Q: 31 clusters Score -1.009085e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5800 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 12348 members 
Mstep: Class 5 contains 9194 members 
Mstep: Class 6 contains 48843 members 
Mstep: Class 7 contains 88731 members 
Mstep: Class 8 contains 13501 members 
Mstep: Class 9 contains 1623 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 26740 members 
Mstep: Class 12 contains 166433 members 
Mstep: Class 13 contains 3789 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8897 members 
Mstep: Class 16 contains 2193 members 
Mstep: Class 17 contains 38580 members 
Mstep: Class 18 contains 16734 members 
Mstep: Class 19 contains 18111 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17270 members 
Mstep: Class 22 contains 38068 members 
Mstep: Class 23 contains 5956 members 
Mstep: Class 24 contains 160447 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 4409 members 
Mstep: Class 27 contains 16406 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 8959 members 
Mstep: Class 30 contains 19581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908424.000000 Penalty: 100780.804688
Iteration 52Q: 31 clusters Score -1.009084e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5760 members 
Mstep: Class 3 contains 21472 members 
Mstep: Class 4 contains 12344 members 
Mstep: Class 5 contains 9204 members 
Mstep: Class 6 contains 48791 members 
Mstep: Class 7 contains 88717 members 
Mstep: Class 8 contains 13501 members 
Mstep: Class 9 contains 1623 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 26754 members 
Mstep: Class 12 contains 166411 members 
Mstep: Class 13 contains 3816 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8937 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 38564 members 
Mstep: Class 18 contains 16750 members 
Mstep: Class 19 contains 18115 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17258 members 
Mstep: Class 22 contains 38058 members 
Mstep: Class 23 contains 6029 members 
Mstep: Class 24 contains 160372 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 4450 members 
Mstep: Class 27 contains 16407 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 8971 members 
Mstep: Class 30 contains 19619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908544.000000 Penalty: 100780.804688
Iteration 53Q: 31 clusters Score -1.009085e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5710 members 
Mstep: Class 3 contains 21461 members 
Mstep: Class 4 contains 12337 members 
Mstep: Class 5 contains 9206 members 
Mstep: Class 6 contains 48741 members 
Mstep: Class 7 contains 88700 members 
Mstep: Class 8 contains 13502 members 
Mstep: Class 9 contains 1623 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 26775 members 
Mstep: Class 12 contains 166388 members 
Mstep: Class 13 contains 3835 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 8979 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 38573 members 
Mstep: Class 18 contains 16765 members 
Mstep: Class 19 contains 18119 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17254 members 
Mstep: Class 22 contains 38049 members 
Mstep: Class 23 contains 6101 members 
Mstep: Class 24 contains 160293 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 4500 members 
Mstep: Class 27 contains 16411 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 8979 members 
Mstep: Class 30 contains 19644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908736.000000 Penalty: 100780.804688
Iteration 54Q: 31 clusters Score -1.009087e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5648 members 
Mstep: Class 3 contains 21457 members 
Mstep: Class 4 contains 12336 members 
Mstep: Class 5 contains 9206 members 
Mstep: Class 6 contains 48709 members 
Mstep: Class 7 contains 88688 members 
Mstep: Class 8 contains 13502 members 
Mstep: Class 9 contains 1623 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 26786 members 
Mstep: Class 12 contains 166363 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9025 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 38562 members 
Mstep: Class 18 contains 16781 members 
Mstep: Class 19 contains 18133 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17245 members 
Mstep: Class 22 contains 38048 members 
Mstep: Class 23 contains 6169 members 
Mstep: Class 24 contains 160218 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 4538 members 
Mstep: Class 27 contains 16413 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 8985 members 
Mstep: Class 30 contains 19679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908824.000000 Penalty: 100780.804688
Iteration 55Q: 31 clusters Score -1.009088e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5597 members 
Mstep: Class 3 contains 21448 members 
Mstep: Class 4 contains 12335 members 
Mstep: Class 5 contains 9213 members 
Mstep: Class 6 contains 48666 members 
Mstep: Class 7 contains 88662 members 
Mstep: Class 8 contains 13504 members 
Mstep: Class 9 contains 1624 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 26785 members 
Mstep: Class 12 contains 166342 members 
Mstep: Class 13 contains 3877 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9068 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 38560 members 
Mstep: Class 18 contains 16799 members 
Mstep: Class 19 contains 18163 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17239 members 
Mstep: Class 22 contains 38034 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 160166 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 4567 members 
Mstep: Class 27 contains 16417 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 8991 members 
Mstep: Class 30 contains 19706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100908824.000000 Penalty: 100780.804688
Iteration 56Q: 31 clusters Score -1.009088e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5561 members 
Mstep: Class 3 contains 21442 members 
Mstep: Class 4 contains 12330 members 
Mstep: Class 5 contains 9212 members 
Mstep: Class 6 contains 48602 members 
Mstep: Class 7 contains 88631 members 
Mstep: Class 8 contains 13504 members 
Mstep: Class 9 contains 1625 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 26787 members 
Mstep: Class 12 contains 166331 members 
Mstep: Class 13 contains 3902 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9108 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 38558 members 
Mstep: Class 18 contains 16817 members 
Mstep: Class 19 contains 18181 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17236 members 
Mstep: Class 22 contains 38027 members 
Mstep: Class 23 contains 6320 members 
Mstep: Class 24 contains 160114 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4603 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 9002 members 
Mstep: Class 30 contains 19723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100909000.000000 Penalty: 100780.804688
Iteration 57Q: 31 clusters Score -1.00909e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 21434 members 
Mstep: Class 4 contains 12338 members 
Mstep: Class 5 contains 9208 members 
Mstep: Class 6 contains 48542 members 
Mstep: Class 7 contains 88594 members 
Mstep: Class 8 contains 13503 members 
Mstep: Class 9 contains 1625 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 26789 members 
Mstep: Class 12 contains 166318 members 
Mstep: Class 13 contains 3926 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 2195 members 
Mstep: Class 17 contains 38538 members 
Mstep: Class 18 contains 16829 members 
Mstep: Class 19 contains 18200 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17230 members 
Mstep: Class 22 contains 38012 members 
Mstep: Class 23 contains 6402 members 
Mstep: Class 24 contains 160056 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4629 members 
Mstep: Class 27 contains 16422 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 9008 members 
Mstep: Class 30 contains 19750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100909016.000000 Penalty: 100780.804688
Iteration 58Q: 31 clusters Score -1.00909e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5530 members 
Mstep: Class 3 contains 21427 members 
Mstep: Class 4 contains 12340 members 
Mstep: Class 5 contains 9214 members 
Mstep: Class 6 contains 48503 members 
Mstep: Class 7 contains 88571 members 
Mstep: Class 8 contains 13503 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 26793 members 
Mstep: Class 12 contains 166305 members 
Mstep: Class 13 contains 3943 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9188 members 
Mstep: Class 16 contains 2196 members 
Mstep: Class 17 contains 38535 members 
Mstep: Class 18 contains 16835 members 
Mstep: Class 19 contains 18224 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17225 members 
Mstep: Class 22 contains 37989 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 160016 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4658 members 
Mstep: Class 27 contains 16424 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100909448.000000 Penalty: 100780.804688
Iteration 59Q: 31 clusters Score -1.009094e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5520 members 
Mstep: Class 3 contains 21420 members 
Mstep: Class 4 contains 12339 members 
Mstep: Class 5 contains 9227 members 
Mstep: Class 6 contains 48455 members 
Mstep: Class 7 contains 88551 members 
Mstep: Class 8 contains 13504 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 26786 members 
Mstep: Class 12 contains 166293 members 
Mstep: Class 13 contains 3953 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9231 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 38540 members 
Mstep: Class 18 contains 16843 members 
Mstep: Class 19 contains 18238 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17225 members 
Mstep: Class 22 contains 37971 members 
Mstep: Class 23 contains 6556 members 
Mstep: Class 24 contains 159981 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4663 members 
Mstep: Class 27 contains 16424 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 9026 members 
Mstep: Class 30 contains 19737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100909752.000000 Penalty: 100780.804688
Iteration 60F: 31 clusters Score -1.009098e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5512 members 
Mstep: Class 3 contains 21407 members 
Mstep: Class 4 contains 12341 members 
Mstep: Class 5 contains 9236 members 
Mstep: Class 6 contains 48399 members 
Mstep: Class 7 contains 88532 members 
Mstep: Class 8 contains 13504 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 26778 members 
Mstep: Class 12 contains 166287 members 
Mstep: Class 13 contains 3965 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9278 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 38539 members 
Mstep: Class 18 contains 16853 members 
Mstep: Class 19 contains 18245 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 17223 members 
Mstep: Class 22 contains 37962 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 159944 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4700 members 
Mstep: Class 27 contains 16422 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 9033 members 
Mstep: Class 30 contains 19727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100909824.000000 Penalty: 100780.804688
Iteration 61Q: 31 clusters Score -1.009098e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5499 members 
Mstep: Class 3 contains 21400 members 
Mstep: Class 4 contains 12350 members 
Mstep: Class 5 contains 9243 members 
Mstep: Class 6 contains 48353 members 
Mstep: Class 7 contains 88517 members 
Mstep: Class 8 contains 13503 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 26770 members 
Mstep: Class 12 contains 166273 members 
Mstep: Class 13 contains 3974 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9322 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 38545 members 
Mstep: Class 18 contains 16861 members 
Mstep: Class 19 contains 18266 members 
Mstep: Class 20 contains 1085 members 
Mstep: Class 21 contains 17222 members 
Mstep: Class 22 contains 37949 members 
Mstep: Class 23 contains 6680 members 
Mstep: Class 24 contains 159911 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4727 members 
Mstep: Class 27 contains 16422 members 
Mstep: Class 28 contains 502 members 
Mstep: Class 29 contains 9040 members 
Mstep: Class 30 contains 19710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910232.000000 Penalty: 100780.804688
Iteration 62Q: 31 clusters Score -1.009102e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5496 members 
Mstep: Class 3 contains 21388 members 
Mstep: Class 4 contains 12357 members 
Mstep: Class 5 contains 9259 members 
Mstep: Class 6 contains 48308 members 
Mstep: Class 7 contains 88498 members 
Mstep: Class 8 contains 13504 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 26763 members 
Mstep: Class 12 contains 166259 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9375 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 38531 members 
Mstep: Class 18 contains 16864 members 
Mstep: Class 19 contains 18280 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 17219 members 
Mstep: Class 22 contains 37936 members 
Mstep: Class 23 contains 6734 members 
Mstep: Class 24 contains 159877 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4741 members 
Mstep: Class 27 contains 16423 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9049 members 
Mstep: Class 30 contains 19727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910456.000000 Penalty: 100780.804688
Iteration 63Q: 31 clusters Score -1.009105e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 21382 members 
Mstep: Class 4 contains 12368 members 
Mstep: Class 5 contains 9277 members 
Mstep: Class 6 contains 48263 members 
Mstep: Class 7 contains 88484 members 
Mstep: Class 8 contains 13502 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 26759 members 
Mstep: Class 12 contains 166234 members 
Mstep: Class 13 contains 3991 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9423 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 38513 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 18304 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 17213 members 
Mstep: Class 22 contains 37929 members 
Mstep: Class 23 contains 6798 members 
Mstep: Class 24 contains 159833 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 16425 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9064 members 
Mstep: Class 30 contains 19740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910600.000000 Penalty: 100780.804688
Iteration 64Q: 31 clusters Score -1.009106e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5440 members 
Mstep: Class 3 contains 21380 members 
Mstep: Class 4 contains 12373 members 
Mstep: Class 5 contains 9296 members 
Mstep: Class 6 contains 48225 members 
Mstep: Class 7 contains 88463 members 
Mstep: Class 8 contains 13502 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 26751 members 
Mstep: Class 12 contains 166206 members 
Mstep: Class 13 contains 3996 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 38512 members 
Mstep: Class 18 contains 16889 members 
Mstep: Class 19 contains 18312 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 17208 members 
Mstep: Class 22 contains 37922 members 
Mstep: Class 23 contains 6859 members 
Mstep: Class 24 contains 159798 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 16425 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9076 members 
Mstep: Class 30 contains 19738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910440.000000 Penalty: 100780.804688
Iteration 65Q: 31 clusters Score -1.009104e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5416 members 
Mstep: Class 3 contains 21378 members 
Mstep: Class 4 contains 12378 members 
Mstep: Class 5 contains 9317 members 
Mstep: Class 6 contains 48194 members 
Mstep: Class 7 contains 88439 members 
Mstep: Class 8 contains 13503 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 26747 members 
Mstep: Class 12 contains 166181 members 
Mstep: Class 13 contains 3998 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9511 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 38519 members 
Mstep: Class 18 contains 16898 members 
Mstep: Class 19 contains 18335 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 17201 members 
Mstep: Class 22 contains 37913 members 
Mstep: Class 23 contains 6925 members 
Mstep: Class 24 contains 159774 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 16424 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9083 members 
Mstep: Class 30 contains 19720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910424.000000 Penalty: 100780.804688
Iteration 66Q: 31 clusters Score -1.009104e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 21369 members 
Mstep: Class 4 contains 12380 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 48169 members 
Mstep: Class 7 contains 88420 members 
Mstep: Class 8 contains 13505 members 
Mstep: Class 9 contains 1625 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 26742 members 
Mstep: Class 12 contains 166166 members 
Mstep: Class 13 contains 3999 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9544 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 38512 members 
Mstep: Class 18 contains 16909 members 
Mstep: Class 19 contains 18356 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 17194 members 
Mstep: Class 22 contains 37902 members 
Mstep: Class 23 contains 6978 members 
Mstep: Class 24 contains 159734 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 16425 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9088 members 
Mstep: Class 30 contains 19723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910504.000000 Penalty: 100780.804688
Iteration 67Q: 31 clusters Score -1.009105e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5416 members 
Mstep: Class 3 contains 21367 members 
Mstep: Class 4 contains 12384 members 
Mstep: Class 5 contains 9345 members 
Mstep: Class 6 contains 48143 members 
Mstep: Class 7 contains 88411 members 
Mstep: Class 8 contains 13507 members 
Mstep: Class 9 contains 1625 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 26742 members 
Mstep: Class 12 contains 166144 members 
Mstep: Class 13 contains 3993 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9573 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 38503 members 
Mstep: Class 18 contains 16910 members 
Mstep: Class 19 contains 18362 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 17189 members 
Mstep: Class 22 contains 37899 members 
Mstep: Class 23 contains 7010 members 
Mstep: Class 24 contains 159695 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4798 members 
Mstep: Class 27 contains 16424 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9094 members 
Mstep: Class 30 contains 19731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910528.000000 Penalty: 100780.804688
Iteration 68Q: 31 clusters Score -1.009105e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5415 members 
Mstep: Class 3 contains 21360 members 
Mstep: Class 4 contains 12388 members 
Mstep: Class 5 contains 9353 members 
Mstep: Class 6 contains 48116 members 
Mstep: Class 7 contains 88395 members 
Mstep: Class 8 contains 13509 members 
Mstep: Class 9 contains 1625 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 26737 members 
Mstep: Class 12 contains 166153 members 
Mstep: Class 13 contains 3990 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9593 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 38489 members 
Mstep: Class 18 contains 16911 members 
Mstep: Class 19 contains 18376 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 17179 members 
Mstep: Class 22 contains 37891 members 
Mstep: Class 23 contains 7046 members 
Mstep: Class 24 contains 159676 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4819 members 
Mstep: Class 27 contains 16423 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9102 members 
Mstep: Class 30 contains 19720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910744.000000 Penalty: 100780.804688
Iteration 69Q: 31 clusters Score -1.009107e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5408 members 
Mstep: Class 3 contains 21358 members 
Mstep: Class 4 contains 12382 members 
Mstep: Class 5 contains 9364 members 
Mstep: Class 6 contains 48088 members 
Mstep: Class 7 contains 88386 members 
Mstep: Class 8 contains 13510 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 26737 members 
Mstep: Class 12 contains 166134 members 
Mstep: Class 13 contains 3990 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9623 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 38481 members 
Mstep: Class 18 contains 16915 members 
Mstep: Class 19 contains 18390 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 17171 members 
Mstep: Class 22 contains 37880 members 
Mstep: Class 23 contains 7090 members 
Mstep: Class 24 contains 159656 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4834 members 
Mstep: Class 27 contains 16423 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9113 members 
Mstep: Class 30 contains 19717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910640.000000 Penalty: 100780.804688
Iteration 70Q: 31 clusters Score -1.009106e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 21354 members 
Mstep: Class 4 contains 12385 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 48069 members 
Mstep: Class 7 contains 88367 members 
Mstep: Class 8 contains 13510 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 572 members 
Mstep: Class 11 contains 26739 members 
Mstep: Class 12 contains 166124 members 
Mstep: Class 13 contains 3996 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9650 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 38472 members 
Mstep: Class 18 contains 16919 members 
Mstep: Class 19 contains 18392 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 17164 members 
Mstep: Class 22 contains 37875 members 
Mstep: Class 23 contains 7126 members 
Mstep: Class 24 contains 159651 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4860 members 
Mstep: Class 27 contains 16422 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9126 members 
Mstep: Class 30 contains 19690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910712.000000 Penalty: 100780.804688
Iteration 71Q: 31 clusters Score -1.009107e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 21348 members 
Mstep: Class 4 contains 12388 members 
Mstep: Class 5 contains 9375 members 
Mstep: Class 6 contains 48058 members 
Mstep: Class 7 contains 88343 members 
Mstep: Class 8 contains 13510 members 
Mstep: Class 9 contains 1625 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 26741 members 
Mstep: Class 12 contains 166115 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9672 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 38452 members 
Mstep: Class 18 contains 16926 members 
Mstep: Class 19 contains 18398 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 17160 members 
Mstep: Class 22 contains 37875 members 
Mstep: Class 23 contains 7157 members 
Mstep: Class 24 contains 159626 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4883 members 
Mstep: Class 27 contains 16423 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9144 members 
Mstep: Class 30 contains 19677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910776.000000 Penalty: 100780.804688
Iteration 72Q: 31 clusters Score -1.009108e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5404 members 
Mstep: Class 3 contains 21345 members 
Mstep: Class 4 contains 12387 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 48039 members 
Mstep: Class 7 contains 88327 members 
Mstep: Class 8 contains 13509 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 26735 members 
Mstep: Class 12 contains 166094 members 
Mstep: Class 13 contains 4000 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9695 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 38435 members 
Mstep: Class 18 contains 16936 members 
Mstep: Class 19 contains 18405 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 17155 members 
Mstep: Class 22 contains 37875 members 
Mstep: Class 23 contains 7197 members 
Mstep: Class 24 contains 159599 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4899 members 
Mstep: Class 27 contains 16424 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9164 members 
Mstep: Class 30 contains 19660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910600.000000 Penalty: 100780.804688
Iteration 73Q: 31 clusters Score -1.009106e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 21341 members 
Mstep: Class 4 contains 12387 members 
Mstep: Class 5 contains 9389 members 
Mstep: Class 6 contains 48020 members 
Mstep: Class 7 contains 88307 members 
Mstep: Class 8 contains 13511 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 26730 members 
Mstep: Class 12 contains 166078 members 
Mstep: Class 13 contains 4006 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9704 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 38426 members 
Mstep: Class 18 contains 16943 members 
Mstep: Class 19 contains 18414 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 17148 members 
Mstep: Class 22 contains 37874 members 
Mstep: Class 23 contains 7230 members 
Mstep: Class 24 contains 159598 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4910 members 
Mstep: Class 27 contains 16425 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9182 members 
Mstep: Class 30 contains 19650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910488.000000 Penalty: 100780.804688
Iteration 74Q: 31 clusters Score -1.009105e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 21337 members 
Mstep: Class 4 contains 12391 members 
Mstep: Class 5 contains 9394 members 
Mstep: Class 6 contains 48006 members 
Mstep: Class 7 contains 88294 members 
Mstep: Class 8 contains 13511 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 26727 members 
Mstep: Class 12 contains 166074 members 
Mstep: Class 13 contains 4014 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9716 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 38417 members 
Mstep: Class 18 contains 16948 members 
Mstep: Class 19 contains 18427 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 17136 members 
Mstep: Class 22 contains 37875 members 
Mstep: Class 23 contains 7255 members 
Mstep: Class 24 contains 159589 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4914 members 
Mstep: Class 27 contains 16425 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9197 members 
Mstep: Class 30 contains 19643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910480.000000 Penalty: 100780.804688
Iteration 75Q: 31 clusters Score -1.009105e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5373 members 
Mstep: Class 3 contains 21333 members 
Mstep: Class 4 contains 12394 members 
Mstep: Class 5 contains 9405 members 
Mstep: Class 6 contains 47997 members 
Mstep: Class 7 contains 88290 members 
Mstep: Class 8 contains 13512 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 26727 members 
Mstep: Class 12 contains 166064 members 
Mstep: Class 13 contains 4020 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9730 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 38421 members 
Mstep: Class 18 contains 16950 members 
Mstep: Class 19 contains 18440 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 17120 members 
Mstep: Class 22 contains 37873 members 
Mstep: Class 23 contains 7288 members 
Mstep: Class 24 contains 159575 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4917 members 
Mstep: Class 27 contains 16425 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9209 members 
Mstep: Class 30 contains 19620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910552.000000 Penalty: 100780.804688
Iteration 76Q: 31 clusters Score -1.009106e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5363 members 
Mstep: Class 3 contains 21331 members 
Mstep: Class 4 contains 12393 members 
Mstep: Class 5 contains 9415 members 
Mstep: Class 6 contains 47995 members 
Mstep: Class 7 contains 88269 members 
Mstep: Class 8 contains 13514 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 26722 members 
Mstep: Class 12 contains 166065 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 38416 members 
Mstep: Class 18 contains 16954 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 17105 members 
Mstep: Class 22 contains 37875 members 
Mstep: Class 23 contains 7334 members 
Mstep: Class 24 contains 159559 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4921 members 
Mstep: Class 27 contains 16428 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9222 members 
Mstep: Class 30 contains 19592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910576.000000 Penalty: 100780.804688
Iteration 77Q: 31 clusters Score -1.009106e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 21331 members 
Mstep: Class 4 contains 12393 members 
Mstep: Class 5 contains 9421 members 
Mstep: Class 6 contains 47990 members 
Mstep: Class 7 contains 88263 members 
Mstep: Class 8 contains 13516 members 
Mstep: Class 9 contains 1627 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 26723 members 
Mstep: Class 12 contains 166070 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9741 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 38407 members 
Mstep: Class 18 contains 16958 members 
Mstep: Class 19 contains 18466 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 17090 members 
Mstep: Class 22 contains 37870 members 
Mstep: Class 23 contains 7370 members 
Mstep: Class 24 contains 159550 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4925 members 
Mstep: Class 27 contains 16430 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9235 members 
Mstep: Class 30 contains 19563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100910696.000000 Penalty: 100780.804688
Iteration 78Q: 31 clusters Score -1.009107e+08 nChanged 285
Entering ConstructFrom: 
Score: -100910696.000000 Penalty: 100780.804688
Entering ConstructFrom: 
Trying to split cluster 1 (5641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Entering Unmasked Estep 
Score: -690071.125000 Penalty: 2142.178467
	Iteration 0F: 2 clusters Score -690071.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -685250.750000 Penalty: 4284.356934
	Iteration 0F: 3 clusters Score -685250.8 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -686711.125000 Penalty: 4284.356934
	Iteration 1F: 3 clusters Score -686711.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -687678.000000 Penalty: 4284.356934
	Iteration 2F: 3 clusters Score -687678 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -689221.812500 Penalty: 4284.356934
	Iteration 3F: 3 clusters Score -689221.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -690257.687500 Penalty: 4284.356934
	Iteration 4F: 3 clusters Score -690257.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -690738.750000 Penalty: 4284.356934
	Iteration 5F: 3 clusters Score -690738.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -690928.062500 Penalty: 4284.356934
	Iteration 6Q: 3 clusters Score -690928.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -691003.937500 Penalty: 4284.356934
	Iteration 7Q: 3 clusters Score -691003.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -691039.062500 Penalty: 4284.356934
	Iteration 8Q: 3 clusters Score -691039.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -691056.562500 Penalty: 4284.356934
	Iteration 9Q: 3 clusters Score -691056.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -691075.125000 Penalty: 4284.356934
	Iteration 10Q: 3 clusters Score -691075.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -691089.062500 Penalty: 4284.356934
	Iteration 11Q: 3 clusters Score -691089.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -691098.187500 Penalty: 4284.356934
	Iteration 12Q: 3 clusters Score -691098.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -691102.687500 Penalty: 4284.356934
	Iteration 13Q: 3 clusters Score -691102.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -691106.625000 Penalty: 4284.356934
	Iteration 14Q: 3 clusters Score -691106.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -691113.937500 Penalty: 4284.356934
	Iteration 15Q: 3 clusters Score -691113.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -691117.312500 Penalty: 4284.356934
	Iteration 16Q: 3 clusters Score -691117.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -691119.812500 Penalty: 4284.356934
	Iteration 17Q: 3 clusters Score -691119.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -691123.437500 Penalty: 4284.356934
	Iteration 18Q: 3 clusters Score -691123.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -691126.937500 Penalty: 4284.356934
	Iteration 19Q: 3 clusters Score -691126.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -691128.812500 Penalty: 4284.356934
	Iteration 20F: 3 clusters Score -691128.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -691131.437500 Penalty: 4284.356934
	Iteration 21Q: 3 clusters Score -691131.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -691133.687500 Penalty: 4284.356934
	Iteration 22Q: 3 clusters Score -691133.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -691138.000000 Penalty: 4284.356934
	Iteration 23Q: 3 clusters Score -691138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -691138.750000 Penalty: 4284.356934
	Iteration 24Q: 3 clusters Score -691138.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -691139.687500 Penalty: 4284.356934
	Iteration 25Q: 3 clusters Score -691139.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -691142.375000 Penalty: 4284.356934
	Iteration 26Q: 3 clusters Score -691142.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -691148.750000 Penalty: 4284.356934
	Iteration 27Q: 3 clusters Score -691148.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -691151.625000 Penalty: 4284.356934
	Iteration 28Q: 3 clusters Score -691151.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -691153.375000 Penalty: 4284.356934
	Iteration 29Q: 3 clusters Score -691153.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -691156.500000 Penalty: 4284.356934
	Iteration 30Q: 3 clusters Score -691156.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -691159.125000 Penalty: 4284.356934
	Iteration 31Q: 3 clusters Score -691159.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -691159.625000 Penalty: 4284.356934
	Iteration 32Q: 3 clusters Score -691159.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -691161.125000 Penalty: 4284.356934
	Iteration 33Q: 3 clusters Score -691161.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -691165.500000 Penalty: 4284.356934
	Iteration 34Q: 3 clusters Score -691165.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -691167.687500 Penalty: 4284.356934
	Iteration 35Q: 3 clusters Score -691167.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -691170.437500 Penalty: 4284.356934
	Iteration 36Q: 3 clusters Score -691170.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -691174.500000 Penalty: 4284.356934
	Iteration 37Q: 3 clusters Score -691174.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -691179.875000 Penalty: 4284.356934
	Iteration 38Q: 3 clusters Score -691179.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -691184.312500 Penalty: 4284.356934
	Iteration 39Q: 3 clusters Score -691184.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -691185.812500 Penalty: 4284.356934
	Iteration 40F: 3 clusters Score -691185.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -691188.187500 Penalty: 4284.356934
	Iteration 41Q: 3 clusters Score -691188.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -691189.500000 Penalty: 4284.356934
	Iteration 42Q: 3 clusters Score -691189.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -691193.250000 Penalty: 4284.356934
	Iteration 43Q: 3 clusters Score -691193.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -691193.812500 Penalty: 4284.356934
	Iteration 44Q: 3 clusters Score -691193.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -691195.312500 Penalty: 4284.356934
	Iteration 45Q: 3 clusters Score -691195.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -691195.500000 Penalty: 4284.356934
	Iteration 46Q: 3 clusters Score -691195.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -691197.562500 Penalty: 4284.356934
	Iteration 47Q: 3 clusters Score -691197.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -691198.625000 Penalty: 4284.356934
	Iteration 48Q: 3 clusters Score -691198.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -691199.625000 Penalty: 4284.356934
	Iteration 49Q: 3 clusters Score -691199.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -691198.750000 Penalty: 4284.356934
	Iteration 50Q: 3 clusters Score -691198.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -691200.312500 Penalty: 4284.356934
	Iteration 51Q: 3 clusters Score -691200.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -691201.250000 Penalty: 4284.356934
	Iteration 52Q: 3 clusters Score -691201.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -691201.750000 Penalty: 4284.356934
	Iteration 53Q: 3 clusters Score -691201.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -691201.687500 Penalty: 4284.356934
	Iteration 54Q: 3 clusters Score -691201.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -691203.250000 Penalty: 4284.356934
	Iteration 55Q: 3 clusters Score -691203.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -691202.500000 Penalty: 4284.356934
	Iteration 56Q: 3 clusters Score -691202.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -691202.812500 Penalty: 4284.356934
	Iteration 57Q: 3 clusters Score -691202.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -691202.625000 Penalty: 4284.356934
	Iteration 58Q: 3 clusters Score -691202.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -691204.125000 Penalty: 4284.356934
	Iteration 59Q: 3 clusters Score -691204.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -691206.125000 Penalty: 4284.356934
	Iteration 60F: 3 clusters Score -691206.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -691206.312500 Penalty: 4284.356934
	Iteration 61Q: 3 clusters Score -691206.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -691206.250000 Penalty: 4284.356934
	Iteration 62Q: 3 clusters Score -691206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -691207.750000 Penalty: 4284.356934
	Iteration 63Q: 3 clusters Score -691207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -691208.437500 Penalty: 4284.356934
	Iteration 64Q: 3 clusters Score -691208.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -691208.125000 Penalty: 4284.356934
	Iteration 65Q: 3 clusters Score -691208.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -691208.125000 Penalty: 4284.356934
	Iteration 66F: 3 clusters Score -691208.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 21330 members 
Mstep: Class 4 contains 12403 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 47979 members 
Mstep: Class 7 contains 88254 members 
Mstep: Class 8 contains 13517 members 
Mstep: Class 9 contains 1628 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 26728 members 
Mstep: Class 12 contains 166061 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9748 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 38389 members 
Mstep: Class 18 contains 16959 members 
Mstep: Class 19 contains 18473 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 17079 members 
Mstep: Class 22 contains 37873 members 
Mstep: Class 23 contains 7400 members 
Mstep: Class 24 contains 159538 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 16429 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9244 members 
Mstep: Class 30 contains 19550 members 
Mstep: Class 31 contains 1015 members 
Entering Unmasked Estep 
Score: -100911024.000000 Penalty: 104140.164062
Splitting cluster 1 changes total score from -100910696.000000 to -100911024.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 2 (5346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Entering Unmasked Estep 
Score: -677841.187500 Penalty: 2128.857666
	Iteration 0F: 2 clusters Score -677841.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -673093.250000 Penalty: 4257.715332
	Iteration 0F: 3 clusters Score -673093.2 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -674311.250000 Penalty: 4257.715332
	Iteration 1F: 3 clusters Score -674311.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -674630.125000 Penalty: 4257.715332
	Iteration 2F: 3 clusters Score -674630.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -674850.125000 Penalty: 4257.715332
	Iteration 3F: 3 clusters Score -674850.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -675020.250000 Penalty: 4257.715332
	Iteration 4Q: 3 clusters Score -675020.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -675147.062500 Penalty: 4257.715332
	Iteration 5Q: 3 clusters Score -675147.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -675284.625000 Penalty: 4257.715332
	Iteration 6Q: 3 clusters Score -675284.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -675377.500000 Penalty: 4257.715332
	Iteration 7Q: 3 clusters Score -675377.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -675449.687500 Penalty: 4257.715332
	Iteration 8Q: 3 clusters Score -675449.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -675510.062500 Penalty: 4257.715332
	Iteration 9Q: 3 clusters Score -675510.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -675563.812500 Penalty: 4257.715332
	Iteration 10Q: 3 clusters Score -675563.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -675608.437500 Penalty: 4257.715332
	Iteration 11Q: 3 clusters Score -675608.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -675648.875000 Penalty: 4257.715332
	Iteration 12Q: 3 clusters Score -675648.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -675692.125000 Penalty: 4257.715332
	Iteration 13Q: 3 clusters Score -675692.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -675736.500000 Penalty: 4257.715332
	Iteration 14Q: 3 clusters Score -675736.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -675770.750000 Penalty: 4257.715332
	Iteration 15Q: 3 clusters Score -675770.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -675798.562500 Penalty: 4257.715332
	Iteration 16Q: 3 clusters Score -675798.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -675819.312500 Penalty: 4257.715332
	Iteration 17Q: 3 clusters Score -675819.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -675837.437500 Penalty: 4257.715332
	Iteration 18Q: 3 clusters Score -675837.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -675854.375000 Penalty: 4257.715332
	Iteration 19Q: 3 clusters Score -675854.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -675876.875000 Penalty: 4257.715332
	Iteration 20F: 3 clusters Score -675876.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -675893.562500 Penalty: 4257.715332
	Iteration 21Q: 3 clusters Score -675893.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -675922.875000 Penalty: 4257.715332
	Iteration 22Q: 3 clusters Score -675922.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -675968.937500 Penalty: 4257.715332
	Iteration 23Q: 3 clusters Score -675968.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -676014.875000 Penalty: 4257.715332
	Iteration 24Q: 3 clusters Score -676014.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -676072.625000 Penalty: 4257.715332
	Iteration 25Q: 3 clusters Score -676072.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -676125.375000 Penalty: 4257.715332
	Iteration 26Q: 3 clusters Score -676125.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -676196.750000 Penalty: 4257.715332
	Iteration 27Q: 3 clusters Score -676196.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -676302.437500 Penalty: 4257.715332
	Iteration 28Q: 3 clusters Score -676302.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -676437.375000 Penalty: 4257.715332
	Iteration 29Q: 3 clusters Score -676437.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -676556.062500 Penalty: 4257.715332
	Iteration 30Q: 3 clusters Score -676556.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -676679.187500 Penalty: 4257.715332
	Iteration 31Q: 3 clusters Score -676679.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -676805.375000 Penalty: 4257.715332
	Iteration 32Q: 3 clusters Score -676805.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -676897.062500 Penalty: 4257.715332
	Iteration 33Q: 3 clusters Score -676897.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -676973.125000 Penalty: 4257.715332
	Iteration 34Q: 3 clusters Score -676973.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -677043.187500 Penalty: 4257.715332
	Iteration 35Q: 3 clusters Score -677043.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -677094.812500 Penalty: 4257.715332
	Iteration 36Q: 3 clusters Score -677094.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -677138.625000 Penalty: 4257.715332
	Iteration 37Q: 3 clusters Score -677138.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -677155.875000 Penalty: 4257.715332
	Iteration 38Q: 3 clusters Score -677155.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -677169.437500 Penalty: 4257.715332
	Iteration 39Q: 3 clusters Score -677169.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -677176.125000 Penalty: 4257.715332
	Iteration 40F: 3 clusters Score -677176.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -677180.437500 Penalty: 4257.715332
	Iteration 41Q: 3 clusters Score -677180.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -677180.562500 Penalty: 4257.715332
	Iteration 42Q: 3 clusters Score -677180.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -677183.375000 Penalty: 4257.715332
	Iteration 43Q: 3 clusters Score -677183.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -677185.187500 Penalty: 4257.715332
	Iteration 44Q: 3 clusters Score -677185.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -677188.812500 Penalty: 4257.715332
	Iteration 45Q: 3 clusters Score -677188.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -677190.625000 Penalty: 4257.715332
	Iteration 46Q: 3 clusters Score -677190.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -677190.750000 Penalty: 4257.715332
	Iteration 47Q: 3 clusters Score -677190.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -677190.750000 Penalty: 4257.715332
	Iteration 48F: 3 clusters Score -677190.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Entering Unmasked Estep 
Score: -2896591.750000 Penalty: 2472.031738
	Iteration 0F: 2 clusters Score -2896592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2881658.000000 Penalty: 4944.063477
	Iteration 0F: 3 clusters Score -2881658 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2886790.750000 Penalty: 4944.063477
	Iteration 1F: 3 clusters Score -2886791 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2887212.250000 Penalty: 4944.063477
	Iteration 2F: 3 clusters Score -2887212 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2887554.250000 Penalty: 4944.063477
	Iteration 3Q: 3 clusters Score -2887554 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2887884.250000 Penalty: 4944.063477
	Iteration 4Q: 3 clusters Score -2887884 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2888242.750000 Penalty: 4944.063477
	Iteration 5Q: 3 clusters Score -2888243 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2888691.000000 Penalty: 4944.063477
	Iteration 6Q: 3 clusters Score -2888691 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2889159.000000 Penalty: 4944.063477
	Iteration 7Q: 3 clusters Score -2889159 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2889624.750000 Penalty: 4944.063477
	Iteration 8Q: 3 clusters Score -2889625 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2890018.750000 Penalty: 4944.063477
	Iteration 9Q: 3 clusters Score -2890019 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2890435.750000 Penalty: 4944.063477
	Iteration 10Q: 3 clusters Score -2890436 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2890824.750000 Penalty: 4944.063477
	Iteration 11Q: 3 clusters Score -2890825 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2891248.500000 Penalty: 4944.063477
	Iteration 12Q: 3 clusters Score -2891248 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2891667.500000 Penalty: 4944.063477
	Iteration 13Q: 3 clusters Score -2891668 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2892112.500000 Penalty: 4944.063477
	Iteration 14Q: 3 clusters Score -2892112 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2892508.250000 Penalty: 4944.063477
	Iteration 15Q: 3 clusters Score -2892508 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2892899.500000 Penalty: 4944.063477
	Iteration 16Q: 3 clusters Score -2892900 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2893206.250000 Penalty: 4944.063477
	Iteration 17Q: 3 clusters Score -2893206 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2893491.750000 Penalty: 4944.063477
	Iteration 18Q: 3 clusters Score -2893492 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2893756.000000 Penalty: 4944.063477
	Iteration 19Q: 3 clusters Score -2893756 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2893980.250000 Penalty: 4944.063477
	Iteration 20F: 3 clusters Score -2893980 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2894203.500000 Penalty: 4944.063477
	Iteration 21Q: 3 clusters Score -2894204 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2894423.000000 Penalty: 4944.063477
	Iteration 22Q: 3 clusters Score -2894423 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2894629.000000 Penalty: 4944.063477
	Iteration 23Q: 3 clusters Score -2894629 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2894823.250000 Penalty: 4944.063477
	Iteration 24Q: 3 clusters Score -2894823 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2895002.750000 Penalty: 4944.063477
	Iteration 25Q: 3 clusters Score -2895003 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2895197.750000 Penalty: 4944.063477
	Iteration 26Q: 3 clusters Score -2895198 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2895364.500000 Penalty: 4944.063477
	Iteration 27Q: 3 clusters Score -2895364 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2895529.250000 Penalty: 4944.063477
	Iteration 28Q: 3 clusters Score -2895529 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2895647.250000 Penalty: 4944.063477
	Iteration 29Q: 3 clusters Score -2895647 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2895750.750000 Penalty: 4944.063477
	Iteration 30Q: 3 clusters Score -2895751 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2895851.750000 Penalty: 4944.063477
	Iteration 31Q: 3 clusters Score -2895852 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2895977.750000 Penalty: 4944.063477
	Iteration 32Q: 3 clusters Score -2895978 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2896085.250000 Penalty: 4944.063477
	Iteration 33Q: 3 clusters Score -2896085 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2896152.000000 Penalty: 4944.063477
	Iteration 34Q: 3 clusters Score -2896152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2896174.500000 Penalty: 4944.063477
	Iteration 35Q: 3 clusters Score -2896174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2896200.750000 Penalty: 4944.063477
	Iteration 36Q: 3 clusters Score -2896201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2896217.250000 Penalty: 4944.063477
	Iteration 37Q: 3 clusters Score -2896217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2896229.000000 Penalty: 4944.063477
	Iteration 38Q: 3 clusters Score -2896229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2896235.000000 Penalty: 4944.063477
	Iteration 39Q: 3 clusters Score -2896235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2896236.500000 Penalty: 4944.063477
	Iteration 40F: 3 clusters Score -2896236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2896238.500000 Penalty: 4944.063477
	Iteration 41Q: 3 clusters Score -2896238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2896240.000000 Penalty: 4944.063477
	Iteration 42Q: 3 clusters Score -2896240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2896238.250000 Penalty: 4944.063477
	Iteration 43Q: 3 clusters Score -2896238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2896241.750000 Penalty: 4944.063477
	Iteration 44Q: 3 clusters Score -2896242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2896240.000000 Penalty: 4944.063477
	Iteration 45Q: 3 clusters Score -2896240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2896243.000000 Penalty: 4944.063477
	Iteration 46Q: 3 clusters Score -2896243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2896244.750000 Penalty: 4944.063477
	Iteration 47Q: 3 clusters Score -2896245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2896248.750000 Penalty: 4944.063477
	Iteration 48Q: 3 clusters Score -2896249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2896253.250000 Penalty: 4944.063477
	Iteration 49Q: 3 clusters Score -2896253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2896251.500000 Penalty: 4944.063477
	Iteration 50Q: 3 clusters Score -2896252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2896253.500000 Penalty: 4944.063477
	Iteration 51Q: 3 clusters Score -2896254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2896256.250000 Penalty: 4944.063477
	Iteration 52Q: 3 clusters Score -2896256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2896253.250000 Penalty: 4944.063477
	Iteration 53Q: 3 clusters Score -2896253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2896253.250000 Penalty: 4944.063477
	Iteration 54F: 3 clusters Score -2896253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Entering Unmasked Estep 
Score: -1463693.750000 Penalty: 2337.572021
	Iteration 0F: 2 clusters Score -1463694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1454665.500000 Penalty: 4675.144043
	Iteration 0F: 3 clusters Score -1454666 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1458804.375000 Penalty: 4675.144043
	Iteration 1F: 3 clusters Score -1458804 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1460559.875000 Penalty: 4675.144043
	Iteration 2F: 3 clusters Score -1460560 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1462218.750000 Penalty: 4675.144043
	Iteration 3F: 3 clusters Score -1462219 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1463243.125000 Penalty: 4675.144043
	Iteration 4F: 3 clusters Score -1463243 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1463695.125000 Penalty: 4675.144043
	Iteration 5F: 3 clusters Score -1463695 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1463870.375000 Penalty: 4675.144043
	Iteration 6Q: 3 clusters Score -1463870 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1463952.000000 Penalty: 4675.144043
	Iteration 7Q: 3 clusters Score -1463952 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1464009.000000 Penalty: 4675.144043
	Iteration 8Q: 3 clusters Score -1464009 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1464043.625000 Penalty: 4675.144043
	Iteration 9Q: 3 clusters Score -1464044 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1464062.500000 Penalty: 4675.144043
	Iteration 10Q: 3 clusters Score -1464062 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1464083.750000 Penalty: 4675.144043
	Iteration 11Q: 3 clusters Score -1464084 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1464098.875000 Penalty: 4675.144043
	Iteration 12Q: 3 clusters Score -1464099 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1464113.750000 Penalty: 4675.144043
	Iteration 13Q: 3 clusters Score -1464114 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1464129.750000 Penalty: 4675.144043
	Iteration 14Q: 3 clusters Score -1464130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1464152.000000 Penalty: 4675.144043
	Iteration 15Q: 3 clusters Score -1464152 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1464159.250000 Penalty: 4675.144043
	Iteration 16Q: 3 clusters Score -1464159 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1464185.750000 Penalty: 4675.144043
	Iteration 17Q: 3 clusters Score -1464186 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1464191.750000 Penalty: 4675.144043
	Iteration 18Q: 3 clusters Score -1464192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1464200.125000 Penalty: 4675.144043
	Iteration 19Q: 3 clusters Score -1464200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1464208.875000 Penalty: 4675.144043
	Iteration 20F: 3 clusters Score -1464209 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1464224.000000 Penalty: 4675.144043
	Iteration 21Q: 3 clusters Score -1464224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1464225.750000 Penalty: 4675.144043
	Iteration 22Q: 3 clusters Score -1464226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1464230.750000 Penalty: 4675.144043
	Iteration 23Q: 3 clusters Score -1464231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1464241.125000 Penalty: 4675.144043
	Iteration 24Q: 3 clusters Score -1464241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1464238.000000 Penalty: 4675.144043
	Iteration 25Q: 3 clusters Score -1464238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1464246.500000 Penalty: 4675.144043
	Iteration 26Q: 3 clusters Score -1464246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1464251.000000 Penalty: 4675.144043
	Iteration 27Q: 3 clusters Score -1464251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1464255.625000 Penalty: 4675.144043
	Iteration 28Q: 3 clusters Score -1464256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1464262.625000 Penalty: 4675.144043
	Iteration 29Q: 3 clusters Score -1464263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1464264.875000 Penalty: 4675.144043
	Iteration 30Q: 3 clusters Score -1464265 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1464273.500000 Penalty: 4675.144043
	Iteration 31Q: 3 clusters Score -1464274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1464287.000000 Penalty: 4675.144043
	Iteration 32Q: 3 clusters Score -1464287 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1464288.250000 Penalty: 4675.144043
	Iteration 33Q: 3 clusters Score -1464288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1464298.625000 Penalty: 4675.144043
	Iteration 34Q: 3 clusters Score -1464299 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1464310.000000 Penalty: 4675.144043
	Iteration 35Q: 3 clusters Score -1464310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1464319.250000 Penalty: 4675.144043
	Iteration 36Q: 3 clusters Score -1464319 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1464329.250000 Penalty: 4675.144043
	Iteration 37Q: 3 clusters Score -1464329 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1464341.375000 Penalty: 4675.144043
	Iteration 38Q: 3 clusters Score -1464341 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1464353.500000 Penalty: 4675.144043
	Iteration 39Q: 3 clusters Score -1464354 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1464359.375000 Penalty: 4675.144043
	Iteration 40F: 3 clusters Score -1464359 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1464372.125000 Penalty: 4675.144043
	Iteration 41Q: 3 clusters Score -1464372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1464383.750000 Penalty: 4675.144043
	Iteration 42Q: 3 clusters Score -1464384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1464390.500000 Penalty: 4675.144043
	Iteration 43Q: 3 clusters Score -1464390 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1464401.125000 Penalty: 4675.144043
	Iteration 44Q: 3 clusters Score -1464401 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1464413.250000 Penalty: 4675.144043
	Iteration 45Q: 3 clusters Score -1464413 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1464428.625000 Penalty: 4675.144043
	Iteration 46Q: 3 clusters Score -1464429 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1464442.125000 Penalty: 4675.144043
	Iteration 47Q: 3 clusters Score -1464442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1464456.125000 Penalty: 4675.144043
	Iteration 48Q: 3 clusters Score -1464456 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1464473.625000 Penalty: 4675.144043
	Iteration 49Q: 3 clusters Score -1464474 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1464490.125000 Penalty: 4675.144043
	Iteration 50Q: 3 clusters Score -1464490 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1464508.000000 Penalty: 4675.144043
	Iteration 51Q: 3 clusters Score -1464508 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1464540.500000 Penalty: 4675.144043
	Iteration 52Q: 3 clusters Score -1464540 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1464561.375000 Penalty: 4675.144043
	Iteration 53Q: 3 clusters Score -1464561 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1464568.750000 Penalty: 4675.144043
	Iteration 54Q: 3 clusters Score -1464569 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1464594.625000 Penalty: 4675.144043
	Iteration 55Q: 3 clusters Score -1464595 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1464621.875000 Penalty: 4675.144043
	Iteration 56Q: 3 clusters Score -1464622 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1464648.750000 Penalty: 4675.144043
	Iteration 57Q: 3 clusters Score -1464649 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1464678.125000 Penalty: 4675.144043
	Iteration 58Q: 3 clusters Score -1464678 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1464711.500000 Penalty: 4675.144043
	Iteration 59Q: 3 clusters Score -1464712 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1464744.125000 Penalty: 4675.144043
	Iteration 60F: 3 clusters Score -1464744 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1464788.250000 Penalty: 4675.144043
	Iteration 61Q: 3 clusters Score -1464788 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1464828.500000 Penalty: 4675.144043
	Iteration 62Q: 3 clusters Score -1464828 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1464879.250000 Penalty: 4675.144043
	Iteration 63Q: 3 clusters Score -1464879 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1464934.875000 Penalty: 4675.144043
	Iteration 64Q: 3 clusters Score -1464935 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1464999.875000 Penalty: 4675.144043
	Iteration 65Q: 3 clusters Score -1465000 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1465048.750000 Penalty: 4675.144043
	Iteration 66Q: 3 clusters Score -1465049 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1465125.250000 Penalty: 4675.144043
	Iteration 67Q: 3 clusters Score -1465125 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1465201.000000 Penalty: 4675.144043
	Iteration 68Q: 3 clusters Score -1465201 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1465241.250000 Penalty: 4675.144043
	Iteration 69Q: 3 clusters Score -1465241 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1465268.625000 Penalty: 4675.144043
	Iteration 70Q: 3 clusters Score -1465269 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1465275.250000 Penalty: 4675.144043
	Iteration 71Q: 3 clusters Score -1465275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1465283.125000 Penalty: 4675.144043
	Iteration 72Q: 3 clusters Score -1465283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1465291.000000 Penalty: 4675.144043
	Iteration 73Q: 3 clusters Score -1465291 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1465294.750000 Penalty: 4675.144043
	Iteration 74Q: 3 clusters Score -1465295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1465304.000000 Penalty: 4675.144043
	Iteration 75Q: 3 clusters Score -1465304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1465306.000000 Penalty: 4675.144043
	Iteration 76Q: 3 clusters Score -1465306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1465302.750000 Penalty: 4675.144043
	Iteration 77Q: 3 clusters Score -1465303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1465302.875000 Penalty: 4675.144043
	Iteration 78Q: 3 clusters Score -1465303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1465300.750000 Penalty: 4675.144043
	Iteration 79Q: 3 clusters Score -1465301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1465299.750000 Penalty: 4675.144043
	Iteration 80F: 3 clusters Score -1465300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1465300.750000 Penalty: 4675.144043
	Iteration 81Q: 3 clusters Score -1465301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1465301.750000 Penalty: 4675.144043
	Iteration 82Q: 3 clusters Score -1465302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1465301.750000 Penalty: 4675.144043
	Iteration 83Q: 3 clusters Score -1465302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1465301.750000 Penalty: 4675.144043
	Iteration 84F: 3 clusters Score -1465302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 21330 members 
Mstep: Class 4 contains 7933 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 47979 members 
Mstep: Class 7 contains 88254 members 
Mstep: Class 8 contains 13517 members 
Mstep: Class 9 contains 1628 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 26728 members 
Mstep: Class 12 contains 166061 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9748 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 38389 members 
Mstep: Class 18 contains 16959 members 
Mstep: Class 19 contains 18473 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 17079 members 
Mstep: Class 22 contains 37873 members 
Mstep: Class 23 contains 7400 members 
Mstep: Class 24 contains 159538 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 16429 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9244 members 
Mstep: Class 30 contains 19550 members 
Mstep: Class 31 contains 1015 members 
Mstep: Class 32 contains 4470 members 
Entering Unmasked Estep 
Score: -100911688.000000 Penalty: 107499.523438
Splitting cluster 4 changes total score from -100910696.000000 to -100911688.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 5 (9437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Entering Unmasked Estep 
Score: -1297913.750000 Penalty: 2269.793457
	Iteration 0F: 2 clusters Score -1297914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1290616.000000 Penalty: 4539.586914
	Iteration 0F: 3 clusters Score -1290616 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1292647.000000 Penalty: 4539.586914
	Iteration 1F: 3 clusters Score -1292647 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1292894.000000 Penalty: 4539.586914
	Iteration 2F: 3 clusters Score -1292894 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1293092.875000 Penalty: 4539.586914
	Iteration 3Q: 3 clusters Score -1293093 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1293269.625000 Penalty: 4539.586914
	Iteration 4Q: 3 clusters Score -1293270 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1293443.750000 Penalty: 4539.586914
	Iteration 5Q: 3 clusters Score -1293444 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1293601.625000 Penalty: 4539.586914
	Iteration 6Q: 3 clusters Score -1293602 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1293751.750000 Penalty: 4539.586914
	Iteration 7Q: 3 clusters Score -1293752 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1293900.750000 Penalty: 4539.586914
	Iteration 8Q: 3 clusters Score -1293901 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1294025.375000 Penalty: 4539.586914
	Iteration 9Q: 3 clusters Score -1294025 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1294162.625000 Penalty: 4539.586914
	Iteration 10Q: 3 clusters Score -1294163 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1294275.625000 Penalty: 4539.586914
	Iteration 11Q: 3 clusters Score -1294276 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1294378.125000 Penalty: 4539.586914
	Iteration 12Q: 3 clusters Score -1294378 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1294475.500000 Penalty: 4539.586914
	Iteration 13Q: 3 clusters Score -1294476 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1294561.500000 Penalty: 4539.586914
	Iteration 14Q: 3 clusters Score -1294562 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1294642.625000 Penalty: 4539.586914
	Iteration 15Q: 3 clusters Score -1294643 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1294707.000000 Penalty: 4539.586914
	Iteration 16Q: 3 clusters Score -1294707 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1294775.625000 Penalty: 4539.586914
	Iteration 17Q: 3 clusters Score -1294776 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1294826.375000 Penalty: 4539.586914
	Iteration 18Q: 3 clusters Score -1294826 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1294893.875000 Penalty: 4539.586914
	Iteration 19Q: 3 clusters Score -1294894 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1294955.750000 Penalty: 4539.586914
	Iteration 20F: 3 clusters Score -1294956 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1295004.875000 Penalty: 4539.586914
	Iteration 21Q: 3 clusters Score -1295005 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1295045.375000 Penalty: 4539.586914
	Iteration 22Q: 3 clusters Score -1295045 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1295083.125000 Penalty: 4539.586914
	Iteration 23Q: 3 clusters Score -1295083 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1295123.250000 Penalty: 4539.586914
	Iteration 24Q: 3 clusters Score -1295123 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1295166.375000 Penalty: 4539.586914
	Iteration 25Q: 3 clusters Score -1295166 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1295204.375000 Penalty: 4539.586914
	Iteration 26Q: 3 clusters Score -1295204 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1295243.125000 Penalty: 4539.586914
	Iteration 27Q: 3 clusters Score -1295243 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1295282.500000 Penalty: 4539.586914
	Iteration 28Q: 3 clusters Score -1295282 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1295320.000000 Penalty: 4539.586914
	Iteration 29Q: 3 clusters Score -1295320 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1295360.875000 Penalty: 4539.586914
	Iteration 30Q: 3 clusters Score -1295361 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1295406.125000 Penalty: 4539.586914
	Iteration 31Q: 3 clusters Score -1295406 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1295438.125000 Penalty: 4539.586914
	Iteration 32Q: 3 clusters Score -1295438 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1295481.750000 Penalty: 4539.586914
	Iteration 33Q: 3 clusters Score -1295482 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1295518.000000 Penalty: 4539.586914
	Iteration 34Q: 3 clusters Score -1295518 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1295544.125000 Penalty: 4539.586914
	Iteration 35Q: 3 clusters Score -1295544 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1295574.250000 Penalty: 4539.586914
	Iteration 36Q: 3 clusters Score -1295574 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1295610.625000 Penalty: 4539.586914
	Iteration 37Q: 3 clusters Score -1295611 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1295643.125000 Penalty: 4539.586914
	Iteration 38Q: 3 clusters Score -1295643 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1295665.375000 Penalty: 4539.586914
	Iteration 39Q: 3 clusters Score -1295665 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1295690.250000 Penalty: 4539.586914
	Iteration 40F: 3 clusters Score -1295690 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1295713.250000 Penalty: 4539.586914
	Iteration 41Q: 3 clusters Score -1295713 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1295732.625000 Penalty: 4539.586914
	Iteration 42Q: 3 clusters Score -1295733 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1295751.750000 Penalty: 4539.586914
	Iteration 43Q: 3 clusters Score -1295752 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1295777.125000 Penalty: 4539.586914
	Iteration 44Q: 3 clusters Score -1295777 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1295801.250000 Penalty: 4539.586914
	Iteration 45Q: 3 clusters Score -1295801 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1295826.000000 Penalty: 4539.586914
	Iteration 46Q: 3 clusters Score -1295826 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1295847.875000 Penalty: 4539.586914
	Iteration 47Q: 3 clusters Score -1295848 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1295869.750000 Penalty: 4539.586914
	Iteration 48Q: 3 clusters Score -1295870 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1295894.125000 Penalty: 4539.586914
	Iteration 49Q: 3 clusters Score -1295894 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1295922.500000 Penalty: 4539.586914
	Iteration 50Q: 3 clusters Score -1295922 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1295950.875000 Penalty: 4539.586914
	Iteration 51Q: 3 clusters Score -1295951 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1295977.625000 Penalty: 4539.586914
	Iteration 52Q: 3 clusters Score -1295978 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1296006.000000 Penalty: 4539.586914
	Iteration 53Q: 3 clusters Score -1296006 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1296039.250000 Penalty: 4539.586914
	Iteration 54Q: 3 clusters Score -1296039 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1296064.500000 Penalty: 4539.586914
	Iteration 55Q: 3 clusters Score -1296064 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1296091.625000 Penalty: 4539.586914
	Iteration 56Q: 3 clusters Score -1296092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1296111.000000 Penalty: 4539.586914
	Iteration 57Q: 3 clusters Score -1296111 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1296132.000000 Penalty: 4539.586914
	Iteration 58Q: 3 clusters Score -1296132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1296157.000000 Penalty: 4539.586914
	Iteration 59Q: 3 clusters Score -1296157 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1296175.000000 Penalty: 4539.586914
	Iteration 60F: 3 clusters Score -1296175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1296181.000000 Penalty: 4539.586914
	Iteration 61Q: 3 clusters Score -1296181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1296196.250000 Penalty: 4539.586914
	Iteration 62Q: 3 clusters Score -1296196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1296210.375000 Penalty: 4539.586914
	Iteration 63Q: 3 clusters Score -1296210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1296220.750000 Penalty: 4539.586914
	Iteration 64Q: 3 clusters Score -1296221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1296228.875000 Penalty: 4539.586914
	Iteration 65Q: 3 clusters Score -1296229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1296237.625000 Penalty: 4539.586914
	Iteration 66Q: 3 clusters Score -1296238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1296243.750000 Penalty: 4539.586914
	Iteration 67Q: 3 clusters Score -1296244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1296254.875000 Penalty: 4539.586914
	Iteration 68Q: 3 clusters Score -1296255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1296257.375000 Penalty: 4539.586914
	Iteration 69Q: 3 clusters Score -1296257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1296264.625000 Penalty: 4539.586914
	Iteration 70Q: 3 clusters Score -1296265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1296274.875000 Penalty: 4539.586914
	Iteration 71Q: 3 clusters Score -1296275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1296277.250000 Penalty: 4539.586914
	Iteration 72Q: 3 clusters Score -1296277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1296284.625000 Penalty: 4539.586914
	Iteration 73Q: 3 clusters Score -1296285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1296290.000000 Penalty: 4539.586914
	Iteration 74Q: 3 clusters Score -1296290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1296294.250000 Penalty: 4539.586914
	Iteration 75Q: 3 clusters Score -1296294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1296295.875000 Penalty: 4539.586914
	Iteration 76Q: 3 clusters Score -1296296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1296295.875000 Penalty: 4539.586914
	Iteration 77Q: 3 clusters Score -1296296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1296297.375000 Penalty: 4539.586914
	Iteration 78Q: 3 clusters Score -1296297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1296299.500000 Penalty: 4539.586914
	Iteration 79Q: 3 clusters Score -1296300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1296300.875000 Penalty: 4539.586914
	Iteration 80F: 3 clusters Score -1296301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1296300.500000 Penalty: 4539.586914
	Iteration 81Q: 3 clusters Score -1296300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1296300.500000 Penalty: 4539.586914
	Iteration 82Q: 3 clusters Score -1296300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1296299.875000 Penalty: 4539.586914
	Iteration 83Q: 3 clusters Score -1296300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1296299.125000 Penalty: 4539.586914
	Iteration 84Q: 3 clusters Score -1296299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1296301.750000 Penalty: 4539.586914
	Iteration 85Q: 3 clusters Score -1296302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1296301.750000 Penalty: 4539.586914
	Iteration 86F: 3 clusters Score -1296302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Entering Unmasked Estep 
Score: -6495458.000000 Penalty: 2673.072754
	Iteration 0F: 2 clusters Score -6495458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -6463178.500000 Penalty: 5346.145508
	Iteration 0F: 3 clusters Score -6463178 nChanged 22210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -6475440.000000 Penalty: 5346.145508
	Iteration 1F: 3 clusters Score -6475440 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -6476061.500000 Penalty: 5346.145508
	Iteration 2Q: 3 clusters Score -6476062 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -6476673.000000 Penalty: 5346.145508
	Iteration 3Q: 3 clusters Score -6476673 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -6477400.000000 Penalty: 5346.145508
	Iteration 4Q: 3 clusters Score -6477400 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -6478476.000000 Penalty: 5346.145508
	Iteration 5Q: 3 clusters Score -6478476 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -6480098.500000 Penalty: 5346.145508
	Iteration 6F: 3 clusters Score -6480098 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -6482320.500000 Penalty: 5346.145508
	Iteration 7F: 3 clusters Score -6482320 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -6484910.000000 Penalty: 5346.145508
	Iteration 8F: 3 clusters Score -6484910 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -6487225.000000 Penalty: 5346.145508
	Iteration 9F: 3 clusters Score -6487225 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -6489064.000000 Penalty: 5346.145508
	Iteration 10F: 3 clusters Score -6489064 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -6490457.000000 Penalty: 5346.145508
	Iteration 11Q: 3 clusters Score -6490457 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -6491473.000000 Penalty: 5346.145508
	Iteration 12Q: 3 clusters Score -6491473 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -6492071.000000 Penalty: 5346.145508
	Iteration 13Q: 3 clusters Score -6492071 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -6492478.500000 Penalty: 5346.145508
	Iteration 14Q: 3 clusters Score -6492478 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -6492741.000000 Penalty: 5346.145508
	Iteration 15Q: 3 clusters Score -6492741 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -6492903.000000 Penalty: 5346.145508
	Iteration 16Q: 3 clusters Score -6492903 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -6492985.500000 Penalty: 5346.145508
	Iteration 17Q: 3 clusters Score -6492986 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -6493069.500000 Penalty: 5346.145508
	Iteration 18Q: 3 clusters Score -6493070 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -6493140.000000 Penalty: 5346.145508
	Iteration 19Q: 3 clusters Score -6493140 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -6493194.500000 Penalty: 5346.145508
	Iteration 20F: 3 clusters Score -6493194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -6493208.500000 Penalty: 5346.145508
	Iteration 21Q: 3 clusters Score -6493208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -6493222.000000 Penalty: 5346.145508
	Iteration 22Q: 3 clusters Score -6493222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -6493224.000000 Penalty: 5346.145508
	Iteration 23Q: 3 clusters Score -6493224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -6493227.500000 Penalty: 5346.145508
	Iteration 24Q: 3 clusters Score -6493228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -6493237.000000 Penalty: 5346.145508
	Iteration 25Q: 3 clusters Score -6493237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -6493235.500000 Penalty: 5346.145508
	Iteration 26Q: 3 clusters Score -6493236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -6493231.500000 Penalty: 5346.145508
	Iteration 27Q: 3 clusters Score -6493232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -6493236.000000 Penalty: 5346.145508
	Iteration 28Q: 3 clusters Score -6493236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -6493237.000000 Penalty: 5346.145508
	Iteration 29Q: 3 clusters Score -6493237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -6493237.000000 Penalty: 5346.145508
	Iteration 30F: 3 clusters Score -6493237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (88254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88254 members 
Entering Unmasked Estep 
Score: -12019566.000000 Penalty: 2824.217773
	Iteration 0F: 2 clusters Score -1.201957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -11960528.000000 Penalty: 5648.435547
	Iteration 0F: 3 clusters Score -1.196053e+07 nChanged 41383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -11983953.000000 Penalty: 5648.435547
	Iteration 1F: 3 clusters Score -1.198395e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -11984839.000000 Penalty: 5648.435547
	Iteration 2Q: 3 clusters Score -1.198484e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -11986061.000000 Penalty: 5648.435547
	Iteration 3Q: 3 clusters Score -1.198606e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -11987653.000000 Penalty: 5648.435547
	Iteration 4Q: 3 clusters Score -1.198765e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -11990056.000000 Penalty: 5648.435547
	Iteration 5F: 3 clusters Score -1.199006e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -11993328.000000 Penalty: 5648.435547
	Iteration 6F: 3 clusters Score -1.199333e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -11996726.000000 Penalty: 5648.435547
	Iteration 7F: 3 clusters Score -1.199673e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -11999528.000000 Penalty: 5648.435547
	Iteration 8F: 3 clusters Score -1.199953e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -12001324.000000 Penalty: 5648.435547
	Iteration 9F: 3 clusters Score -1.200132e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -12002342.000000 Penalty: 5648.435547
	Iteration 10Q: 3 clusters Score -1.200234e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -12003030.000000 Penalty: 5648.435547
	Iteration 11Q: 3 clusters Score -1.200303e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -12003439.000000 Penalty: 5648.435547
	Iteration 12Q: 3 clusters Score -1.200344e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -12003796.000000 Penalty: 5648.435547
	Iteration 13Q: 3 clusters Score -1.20038e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -12004042.000000 Penalty: 5648.435547
	Iteration 14Q: 3 clusters Score -1.200404e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -12004357.000000 Penalty: 5648.435547
	Iteration 15Q: 3 clusters Score -1.200436e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -12004828.000000 Penalty: 5648.435547
	Iteration 16Q: 3 clusters Score -1.200483e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 54303 members 
Entering Unmasked Estep 
Score: -12005413.000000 Penalty: 5648.435547
	Iteration 17Q: 3 clusters Score -1.200541e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -12006014.000000 Penalty: 5648.435547
	Iteration 18Q: 3 clusters Score -1.200601e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 58862 members 
Entering Unmasked Estep 
Score: -12006762.000000 Penalty: 5648.435547
	Iteration 19Q: 3 clusters Score -1.200676e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -12007577.000000 Penalty: 5648.435547
	Iteration 20F: 3 clusters Score -1.200758e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 64110 members 
Entering Unmasked Estep 
Score: -12008519.000000 Penalty: 5648.435547
	Iteration 21Q: 3 clusters Score -1.200852e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 66933 members 
Entering Unmasked Estep 
Score: -12009457.000000 Penalty: 5648.435547
	Iteration 22Q: 3 clusters Score -1.200946e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 69739 members 
Entering Unmasked Estep 
Score: -12010522.000000 Penalty: 5648.435547
	Iteration 23Q: 3 clusters Score -1.201052e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -12011614.000000 Penalty: 5648.435547
	Iteration 24Q: 3 clusters Score -1.201161e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 74989 members 
Entering Unmasked Estep 
Score: -12012657.000000 Penalty: 5648.435547
	Iteration 25Q: 3 clusters Score -1.201266e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 77293 members 
Entering Unmasked Estep 
Score: -12013700.000000 Penalty: 5648.435547
	Iteration 26Q: 3 clusters Score -1.20137e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 79228 members 
Entering Unmasked Estep 
Score: -12014471.000000 Penalty: 5648.435547
	Iteration 27Q: 3 clusters Score -1.201447e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 80831 members 
Entering Unmasked Estep 
Score: -12015126.000000 Penalty: 5648.435547
	Iteration 28Q: 3 clusters Score -1.201513e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 82119 members 
Entering Unmasked Estep 
Score: -12015564.000000 Penalty: 5648.435547
	Iteration 29Q: 3 clusters Score -1.201556e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 83146 members 
Entering Unmasked Estep 
Score: -12015978.000000 Penalty: 5648.435547
	Iteration 30Q: 3 clusters Score -1.201598e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 83899 members 
Entering Unmasked Estep 
Score: -12016254.000000 Penalty: 5648.435547
	Iteration 31Q: 3 clusters Score -1.201625e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 84481 members 
Entering Unmasked Estep 
Score: -12016503.000000 Penalty: 5648.435547
	Iteration 32Q: 3 clusters Score -1.20165e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 84930 members 
Entering Unmasked Estep 
Score: -12016686.000000 Penalty: 5648.435547
	Iteration 33Q: 3 clusters Score -1.201669e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 85263 members 
Entering Unmasked Estep 
Score: -12016843.000000 Penalty: 5648.435547
	Iteration 34Q: 3 clusters Score -1.201684e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 85526 members 
Entering Unmasked Estep 
Score: -12016929.000000 Penalty: 5648.435547
	Iteration 35Q: 3 clusters Score -1.201693e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 85721 members 
Entering Unmasked Estep 
Score: -12017007.000000 Penalty: 5648.435547
	Iteration 36Q: 3 clusters Score -1.201701e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 85882 members 
Entering Unmasked Estep 
Score: -12017073.000000 Penalty: 5648.435547
	Iteration 37Q: 3 clusters Score -1.201707e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 86003 members 
Entering Unmasked Estep 
Score: -12017118.000000 Penalty: 5648.435547
	Iteration 38Q: 3 clusters Score -1.201712e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 86076 members 
Entering Unmasked Estep 
Score: -12017179.000000 Penalty: 5648.435547
	Iteration 39Q: 3 clusters Score -1.201718e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 86144 members 
Entering Unmasked Estep 
Score: -12017179.000000 Penalty: 5648.435547
	Iteration 40F: 3 clusters Score -1.201718e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
Score: -12017199.000000 Penalty: 5648.435547
	Iteration 41Q: 3 clusters Score -1.20172e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 86251 members 
Entering Unmasked Estep 
Score: -12017215.000000 Penalty: 5648.435547
	Iteration 42Q: 3 clusters Score -1.201722e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 86307 members 
Entering Unmasked Estep 
Score: -12017252.000000 Penalty: 5648.435547
	Iteration 43Q: 3 clusters Score -1.201725e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
Score: -12017254.000000 Penalty: 5648.435547
	Iteration 44Q: 3 clusters Score -1.201725e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 86385 members 
Entering Unmasked Estep 
Score: -12017288.000000 Penalty: 5648.435547
	Iteration 45Q: 3 clusters Score -1.201729e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 86424 members 
Entering Unmasked Estep 
Score: -12017286.000000 Penalty: 5648.435547
	Iteration 46Q: 3 clusters Score -1.201729e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 86453 members 
Entering Unmasked Estep 
Score: -12017305.000000 Penalty: 5648.435547
	Iteration 47Q: 3 clusters Score -1.20173e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -12017280.000000 Penalty: 5648.435547
	Iteration 48Q: 3 clusters Score -1.201728e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 86520 members 
Entering Unmasked Estep 
Score: -12017319.000000 Penalty: 5648.435547
	Iteration 49Q: 3 clusters Score -1.201732e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -12017336.000000 Penalty: 5648.435547
	Iteration 50Q: 3 clusters Score -1.201734e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 86565 members 
Entering Unmasked Estep 
Score: -12017315.000000 Penalty: 5648.435547
	Iteration 51Q: 3 clusters Score -1.201732e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -12017326.000000 Penalty: 5648.435547
	Iteration 52Q: 3 clusters Score -1.201733e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 86597 members 
Entering Unmasked Estep 
Score: -12017330.000000 Penalty: 5648.435547
	Iteration 53Q: 3 clusters Score -1.201733e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 86610 members 
Entering Unmasked Estep 
Score: -12017338.000000 Penalty: 5648.435547
	Iteration 54Q: 3 clusters Score -1.201734e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -12017338.000000 Penalty: 5648.435547
	Iteration 55Q: 3 clusters Score -1.201734e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 86629 members 
Entering Unmasked Estep 
Score: -12017339.000000 Penalty: 5648.435547
	Iteration 56Q: 3 clusters Score -1.201734e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 86639 members 
Entering Unmasked Estep 
Score: -12017342.000000 Penalty: 5648.435547
	Iteration 57Q: 3 clusters Score -1.201734e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 86646 members 
Entering Unmasked Estep 
Score: -12017357.000000 Penalty: 5648.435547
	Iteration 58Q: 3 clusters Score -1.201736e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 86660 members 
Entering Unmasked Estep 
Score: -12017359.000000 Penalty: 5648.435547
	Iteration 59Q: 3 clusters Score -1.201736e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 86672 members 
Entering Unmasked Estep 
Score: -12017376.000000 Penalty: 5648.435547
	Iteration 60F: 3 clusters Score -1.201738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -12017371.000000 Penalty: 5648.435547
	Iteration 61Q: 3 clusters Score -1.201737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 86703 members 
Entering Unmasked Estep 
Score: -12017372.000000 Penalty: 5648.435547
	Iteration 62Q: 3 clusters Score -1.201737e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 86711 members 
Entering Unmasked Estep 
Score: -12017367.000000 Penalty: 5648.435547
	Iteration 63Q: 3 clusters Score -1.201737e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 86722 members 
Entering Unmasked Estep 
Score: -12017383.000000 Penalty: 5648.435547
	Iteration 64Q: 3 clusters Score -1.201738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -12017397.000000 Penalty: 5648.435547
	Iteration 65Q: 3 clusters Score -1.20174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 86732 members 
Entering Unmasked Estep 
Score: -12017406.000000 Penalty: 5648.435547
	Iteration 66Q: 3 clusters Score -1.201741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 86743 members 
Entering Unmasked Estep 
Score: -12017394.000000 Penalty: 5648.435547
	Iteration 67Q: 3 clusters Score -1.201739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 86748 members 
Entering Unmasked Estep 
Score: -12017394.000000 Penalty: 5648.435547
	Iteration 68Q: 3 clusters Score -1.201739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 86757 members 
Entering Unmasked Estep 
Score: -12017391.000000 Penalty: 5648.435547
	Iteration 69Q: 3 clusters Score -1.201739e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 86768 members 
Entering Unmasked Estep 
Score: -12017405.000000 Penalty: 5648.435547
	Iteration 70Q: 3 clusters Score -1.20174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -12017405.000000 Penalty: 5648.435547
	Iteration 71Q: 3 clusters Score -1.20174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 86786 members 
Entering Unmasked Estep 
Score: -12017403.000000 Penalty: 5648.435547
	Iteration 72Q: 3 clusters Score -1.20174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 86790 members 
Entering Unmasked Estep 
Score: -12017394.000000 Penalty: 5648.435547
	Iteration 73Q: 3 clusters Score -1.201739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 86791 members 
Entering Unmasked Estep 
Score: -12017406.000000 Penalty: 5648.435547
	Iteration 74Q: 3 clusters Score -1.201741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 86793 members 
Entering Unmasked Estep 
Score: -12017405.000000 Penalty: 5648.435547
	Iteration 75Q: 3 clusters Score -1.20174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 86795 members 
Entering Unmasked Estep 
Score: -12017417.000000 Penalty: 5648.435547
	Iteration 76Q: 3 clusters Score -1.201742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -12017413.000000 Penalty: 5648.435547
	Iteration 77Q: 3 clusters Score -1.201741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -12017413.000000 Penalty: 5648.435547
	Iteration 78F: 3 clusters Score -1.201741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Entering Unmasked Estep 
Score: -1780761.375000 Penalty: 2358.902344
	Iteration 0F: 2 clusters Score -1780761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1770768.750000 Penalty: 4717.804688
	Iteration 0F: 3 clusters Score -1770769 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1774268.625000 Penalty: 4717.804688
	Iteration 1F: 3 clusters Score -1774269 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1775141.250000 Penalty: 4717.804688
	Iteration 2F: 3 clusters Score -1775141 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1775985.375000 Penalty: 4717.804688
	Iteration 3F: 3 clusters Score -1775985 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1776789.375000 Penalty: 4717.804688
	Iteration 4F: 3 clusters Score -1776789 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1777584.000000 Penalty: 4717.804688
	Iteration 5F: 3 clusters Score -1777584 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1778242.125000 Penalty: 4717.804688
	Iteration 6F: 3 clusters Score -1778242 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1778784.625000 Penalty: 4717.804688
	Iteration 7F: 3 clusters Score -1778785 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1779164.375000 Penalty: 4717.804688
	Iteration 8Q: 3 clusters Score -1779164 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1779406.625000 Penalty: 4717.804688
	Iteration 9Q: 3 clusters Score -1779407 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1779532.375000 Penalty: 4717.804688
	Iteration 10Q: 3 clusters Score -1779532 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1779615.500000 Penalty: 4717.804688
	Iteration 11Q: 3 clusters Score -1779616 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1779667.875000 Penalty: 4717.804688
	Iteration 12Q: 3 clusters Score -1779668 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1779699.875000 Penalty: 4717.804688
	Iteration 13Q: 3 clusters Score -1779700 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1779735.875000 Penalty: 4717.804688
	Iteration 14Q: 3 clusters Score -1779736 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1779754.625000 Penalty: 4717.804688
	Iteration 15Q: 3 clusters Score -1779755 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1779773.125000 Penalty: 4717.804688
	Iteration 16Q: 3 clusters Score -1779773 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1779782.125000 Penalty: 4717.804688
	Iteration 17Q: 3 clusters Score -1779782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1779792.625000 Penalty: 4717.804688
	Iteration 18Q: 3 clusters Score -1779793 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1779807.375000 Penalty: 4717.804688
	Iteration 19Q: 3 clusters Score -1779807 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1779808.500000 Penalty: 4717.804688
	Iteration 20F: 3 clusters Score -1779808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1779813.625000 Penalty: 4717.804688
	Iteration 21Q: 3 clusters Score -1779814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1779828.000000 Penalty: 4717.804688
	Iteration 22Q: 3 clusters Score -1779828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1779835.625000 Penalty: 4717.804688
	Iteration 23Q: 3 clusters Score -1779836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1779844.750000 Penalty: 4717.804688
	Iteration 24Q: 3 clusters Score -1779845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1779849.250000 Penalty: 4717.804688
	Iteration 25Q: 3 clusters Score -1779849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1779863.375000 Penalty: 4717.804688
	Iteration 26Q: 3 clusters Score -1779863 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1779878.875000 Penalty: 4717.804688
	Iteration 27Q: 3 clusters Score -1779879 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1779895.000000 Penalty: 4717.804688
	Iteration 28Q: 3 clusters Score -1779895 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1779912.625000 Penalty: 4717.804688
	Iteration 29Q: 3 clusters Score -1779913 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1779934.250000 Penalty: 4717.804688
	Iteration 30Q: 3 clusters Score -1779934 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1779959.625000 Penalty: 4717.804688
	Iteration 31Q: 3 clusters Score -1779960 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1780003.375000 Penalty: 4717.804688
	Iteration 32Q: 3 clusters Score -1780003 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1780044.750000 Penalty: 4717.804688
	Iteration 33Q: 3 clusters Score -1780045 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1780082.500000 Penalty: 4717.804688
	Iteration 34Q: 3 clusters Score -1780082 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1780110.750000 Penalty: 4717.804688
	Iteration 35Q: 3 clusters Score -1780111 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1780137.000000 Penalty: 4717.804688
	Iteration 36Q: 3 clusters Score -1780137 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1780162.250000 Penalty: 4717.804688
	Iteration 37Q: 3 clusters Score -1780162 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1780176.750000 Penalty: 4717.804688
	Iteration 38Q: 3 clusters Score -1780177 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1780191.500000 Penalty: 4717.804688
	Iteration 39Q: 3 clusters Score -1780192 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1780202.375000 Penalty: 4717.804688
	Iteration 40F: 3 clusters Score -1780202 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1780211.625000 Penalty: 4717.804688
	Iteration 41Q: 3 clusters Score -1780212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1780216.125000 Penalty: 4717.804688
	Iteration 42Q: 3 clusters Score -1780216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1780223.125000 Penalty: 4717.804688
	Iteration 43Q: 3 clusters Score -1780223 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1780236.375000 Penalty: 4717.804688
	Iteration 44Q: 3 clusters Score -1780236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1780237.875000 Penalty: 4717.804688
	Iteration 45Q: 3 clusters Score -1780238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1780243.750000 Penalty: 4717.804688
	Iteration 46Q: 3 clusters Score -1780244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1780249.125000 Penalty: 4717.804688
	Iteration 47Q: 3 clusters Score -1780249 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1780253.250000 Penalty: 4717.804688
	Iteration 48Q: 3 clusters Score -1780253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1780261.375000 Penalty: 4717.804688
	Iteration 49Q: 3 clusters Score -1780261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1780265.875000 Penalty: 4717.804688
	Iteration 50Q: 3 clusters Score -1780266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1780262.750000 Penalty: 4717.804688
	Iteration 51Q: 3 clusters Score -1780263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1780268.875000 Penalty: 4717.804688
	Iteration 52Q: 3 clusters Score -1780269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1780272.500000 Penalty: 4717.804688
	Iteration 53Q: 3 clusters Score -1780272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1780274.375000 Penalty: 4717.804688
	Iteration 54Q: 3 clusters Score -1780274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1780270.125000 Penalty: 4717.804688
	Iteration 55Q: 3 clusters Score -1780270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1780272.875000 Penalty: 4717.804688
	Iteration 56Q: 3 clusters Score -1780273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1780275.875000 Penalty: 4717.804688
	Iteration 57Q: 3 clusters Score -1780276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1780276.500000 Penalty: 4717.804688
	Iteration 58Q: 3 clusters Score -1780276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1780276.750000 Penalty: 4717.804688
	Iteration 59Q: 3 clusters Score -1780277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1780273.125000 Penalty: 4717.804688
	Iteration 60F: 3 clusters Score -1780273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1780275.125000 Penalty: 4717.804688
	Iteration 61Q: 3 clusters Score -1780275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1780280.875000 Penalty: 4717.804688
	Iteration 62Q: 3 clusters Score -1780281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1780282.875000 Penalty: 4717.804688
	Iteration 63Q: 3 clusters Score -1780283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1780284.875000 Penalty: 4717.804688
	Iteration 64Q: 3 clusters Score -1780285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1780287.625000 Penalty: 4717.804688
	Iteration 65Q: 3 clusters Score -1780288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1780289.625000 Penalty: 4717.804688
	Iteration 66Q: 3 clusters Score -1780290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1780285.625000 Penalty: 4717.804688
	Iteration 67Q: 3 clusters Score -1780286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1780285.500000 Penalty: 4717.804688
	Iteration 68Q: 3 clusters Score -1780286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1780285.250000 Penalty: 4717.804688
	Iteration 69Q: 3 clusters Score -1780285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1780288.000000 Penalty: 4717.804688
	Iteration 70Q: 3 clusters Score -1780288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1780287.125000 Penalty: 4717.804688
	Iteration 71Q: 3 clusters Score -1780287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1780287.125000 Penalty: 4717.804688
	Iteration 72F: 3 clusters Score -1780287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -223692.031250 Penalty: 1833.986694
	Iteration 0F: 2 clusters Score -223692 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 832 members 
Entering Unmasked Estep 
Score: -221338.234375 Penalty: 3667.973389
	Iteration 0F: 3 clusters Score -221338.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -221747.234375 Penalty: 3667.973389
	Iteration 1F: 3 clusters Score -221747.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -221860.453125 Penalty: 3667.973389
	Iteration 2F: 3 clusters Score -221860.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -221899.281250 Penalty: 3667.973389
	Iteration 3Q: 3 clusters Score -221899.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -221918.859375 Penalty: 3667.973389
	Iteration 4Q: 3 clusters Score -221918.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -221925.671875 Penalty: 3667.973389
	Iteration 5Q: 3 clusters Score -221925.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -221930.078125 Penalty: 3667.973389
	Iteration 6Q: 3 clusters Score -221930.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -221932.968750 Penalty: 3667.973389
	Iteration 7Q: 3 clusters Score -221933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -221933.593750 Penalty: 3667.973389
	Iteration 8Q: 3 clusters Score -221933.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -221933.593750 Penalty: 3667.973389
	Iteration 9F: 3 clusters Score -221933.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -73002.500000 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -73002.5 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 315 members 
Entering Unmasked Estep 
Score: -71449.500000 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -71449.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -71647.593750 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -71647.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -71708.140625 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -71708.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -71742.992188 Penalty: 3148.305176
	Iteration 3Q: 3 clusters Score -71742.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -71754.734375 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -71754.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71762.109375 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -71762.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71767.476562 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -71767.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -71772.117188 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -71772.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71777.968750 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -71777.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71787.640625 Penalty: 3148.305176
	Iteration 9Q: 3 clusters Score -71787.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71788.703125 Penalty: 3148.305176
	Iteration 10Q: 3 clusters Score -71788.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71788.703125 Penalty: 3148.305176
	Iteration 11F: 3 clusters Score -71788.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Entering Unmasked Estep 
Score: -3604120.000000 Penalty: 2527.979736
	Iteration 0F: 2 clusters Score -3604120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3585611.000000 Penalty: 5055.959473
	Iteration 0F: 3 clusters Score -3585611 nChanged 11978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3592053.250000 Penalty: 5055.959473
	Iteration 1F: 3 clusters Score -3592053 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3592477.500000 Penalty: 5055.959473
	Iteration 2Q: 3 clusters Score -3592478 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3592817.500000 Penalty: 5055.959473
	Iteration 3Q: 3 clusters Score -3592818 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -3593139.500000 Penalty: 5055.959473
	Iteration 4Q: 3 clusters Score -3593140 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3593426.000000 Penalty: 5055.959473
	Iteration 5Q: 3 clusters Score -3593426 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -3593751.500000 Penalty: 5055.959473
	Iteration 6Q: 3 clusters Score -3593752 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -3594115.750000 Penalty: 5055.959473
	Iteration 7Q: 3 clusters Score -3594116 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3594566.000000 Penalty: 5055.959473
	Iteration 8Q: 3 clusters Score -3594566 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3595181.500000 Penalty: 5055.959473
	Iteration 9Q: 3 clusters Score -3595182 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3595971.750000 Penalty: 5055.959473
	Iteration 10F: 3 clusters Score -3595972 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -3596949.250000 Penalty: 5055.959473
	Iteration 11F: 3 clusters Score -3596949 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3597961.750000 Penalty: 5055.959473
	Iteration 12F: 3 clusters Score -3597962 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -3598929.000000 Penalty: 5055.959473
	Iteration 13F: 3 clusters Score -3598929 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -3599785.250000 Penalty: 5055.959473
	Iteration 14Q: 3 clusters Score -3599785 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3600653.000000 Penalty: 5055.959473
	Iteration 15Q: 3 clusters Score -3600653 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3601476.250000 Penalty: 5055.959473
	Iteration 16Q: 3 clusters Score -3601476 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3601978.250000 Penalty: 5055.959473
	Iteration 17Q: 3 clusters Score -3601978 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3602202.250000 Penalty: 5055.959473
	Iteration 18Q: 3 clusters Score -3602202 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3602308.500000 Penalty: 5055.959473
	Iteration 19Q: 3 clusters Score -3602308 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3602365.250000 Penalty: 5055.959473
	Iteration 20F: 3 clusters Score -3602365 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3602413.000000 Penalty: 5055.959473
	Iteration 21Q: 3 clusters Score -3602413 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3602428.500000 Penalty: 5055.959473
	Iteration 22Q: 3 clusters Score -3602428 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3602456.000000 Penalty: 5055.959473
	Iteration 23Q: 3 clusters Score -3602456 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3602464.000000 Penalty: 5055.959473
	Iteration 24Q: 3 clusters Score -3602464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3602467.500000 Penalty: 5055.959473
	Iteration 25Q: 3 clusters Score -3602468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3602481.750000 Penalty: 5055.959473
	Iteration 26Q: 3 clusters Score -3602482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3602492.000000 Penalty: 5055.959473
	Iteration 27Q: 3 clusters Score -3602492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3602498.500000 Penalty: 5055.959473
	Iteration 28Q: 3 clusters Score -3602498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3602489.750000 Penalty: 5055.959473
	Iteration 29Q: 3 clusters Score -3602490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3602485.000000 Penalty: 5055.959473
	Iteration 30Q: 3 clusters Score -3602485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3602491.500000 Penalty: 5055.959473
	Iteration 31Q: 3 clusters Score -3602492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3602499.750000 Penalty: 5055.959473
	Iteration 32Q: 3 clusters Score -3602500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3602499.000000 Penalty: 5055.959473
	Iteration 33Q: 3 clusters Score -3602499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3602498.750000 Penalty: 5055.959473
	Iteration 34Q: 3 clusters Score -3602499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3602496.750000 Penalty: 5055.959473
	Iteration 35Q: 3 clusters Score -3602497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3602502.250000 Penalty: 5055.959473
	Iteration 36Q: 3 clusters Score -3602502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3602499.750000 Penalty: 5055.959473
	Iteration 37Q: 3 clusters Score -3602500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3602498.500000 Penalty: 5055.959473
	Iteration 38Q: 3 clusters Score -3602498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3602498.750000 Penalty: 5055.959473
	Iteration 39Q: 3 clusters Score -3602499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3602498.000000 Penalty: 5055.959473
	Iteration 40F: 3 clusters Score -3602498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3602502.250000 Penalty: 5055.959473
	Iteration 41Q: 3 clusters Score -3602502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3602502.750000 Penalty: 5055.959473
	Iteration 42Q: 3 clusters Score -3602503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3602505.000000 Penalty: 5055.959473
	Iteration 43Q: 3 clusters Score -3602505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3602505.000000 Penalty: 5055.959473
	Iteration 44F: 3 clusters Score -3602505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (166061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166061 members 
Entering Unmasked Estep 
Score: -22702682.000000 Penalty: 2980.987305
	Iteration 0F: 2 clusters Score -2.270268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82812 members 
Mstep: Class 2 contains 83249 members 
Entering Unmasked Estep 
Score: -22591736.000000 Penalty: 5961.974609
	Iteration 0F: 3 clusters Score -2.259174e+07 nChanged 79256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80182 members 
Mstep: Class 2 contains 85879 members 
Entering Unmasked Estep 
Score: -22637844.000000 Penalty: 5961.974609
	Iteration 1F: 3 clusters Score -2.263784e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78623 members 
Mstep: Class 2 contains 87438 members 
Entering Unmasked Estep 
Score: -22638914.000000 Penalty: 5961.974609
	Iteration 2Q: 3 clusters Score -2.263891e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76271 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
Score: -22640376.000000 Penalty: 5961.974609
	Iteration 3Q: 3 clusters Score -2.264038e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 93385 members 
Entering Unmasked Estep 
Score: -22642292.000000 Penalty: 5961.974609
	Iteration 4Q: 3 clusters Score -2.264229e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67299 members 
Mstep: Class 2 contains 98762 members 
Entering Unmasked Estep 
Score: -22645188.000000 Penalty: 5961.974609
	Iteration 5Q: 3 clusters Score -2.264519e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 106452 members 
Entering Unmasked Estep 
Score: -22650228.000000 Penalty: 5961.974609
	Iteration 6F: 3 clusters Score -2.265023e+07 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 116485 members 
Entering Unmasked Estep 
Score: -22658606.000000 Penalty: 5961.974609
	Iteration 7F: 3 clusters Score -2.265861e+07 nChanged 11876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 127739 members 
Entering Unmasked Estep 
Score: -22668590.000000 Penalty: 5961.974609
	Iteration 8F: 3 clusters Score -2.266859e+07 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 138116 members 
Entering Unmasked Estep 
Score: -22678246.000000 Penalty: 5961.974609
	Iteration 9F: 3 clusters Score -2.267825e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 146220 members 
Entering Unmasked Estep 
Score: -22685066.000000 Penalty: 5961.974609
	Iteration 10F: 3 clusters Score -2.268507e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 152161 members 
Entering Unmasked Estep 
Score: -22690248.000000 Penalty: 5961.974609
	Iteration 11Q: 3 clusters Score -2.269025e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 156636 members 
Entering Unmasked Estep 
Score: -22693806.000000 Penalty: 5961.974609
	Iteration 12Q: 3 clusters Score -2.269381e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 159816 members 
Entering Unmasked Estep 
Score: -22696284.000000 Penalty: 5961.974609
	Iteration 13Q: 3 clusters Score -2.269628e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 162013 members 
Entering Unmasked Estep 
Score: -22697918.000000 Penalty: 5961.974609
	Iteration 14Q: 3 clusters Score -2.269792e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 163400 members 
Entering Unmasked Estep 
Score: -22698908.000000 Penalty: 5961.974609
	Iteration 15Q: 3 clusters Score -2.269891e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 164208 members 
Entering Unmasked Estep 
Score: -22699478.000000 Penalty: 5961.974609
	Iteration 16Q: 3 clusters Score -2.269948e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 164687 members 
Entering Unmasked Estep 
Score: -22699818.000000 Penalty: 5961.974609
	Iteration 17Q: 3 clusters Score -2.269982e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 164948 members 
Entering Unmasked Estep 
Score: -22699932.000000 Penalty: 5961.974609
	Iteration 18Q: 3 clusters Score -2.269993e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 165084 members 
Entering Unmasked Estep 
Score: -22700034.000000 Penalty: 5961.974609
	Iteration 19Q: 3 clusters Score -2.270003e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 165170 members 
Entering Unmasked Estep 
Score: -22700060.000000 Penalty: 5961.974609
	Iteration 20F: 3 clusters Score -2.270006e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 165230 members 
Entering Unmasked Estep 
Score: -22700142.000000 Penalty: 5961.974609
	Iteration 21Q: 3 clusters Score -2.270014e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 165272 members 
Entering Unmasked Estep 
Score: -22700178.000000 Penalty: 5961.974609
	Iteration 22Q: 3 clusters Score -2.270018e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 165310 members 
Entering Unmasked Estep 
Score: -22700206.000000 Penalty: 5961.974609
	Iteration 23Q: 3 clusters Score -2.270021e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 165336 members 
Entering Unmasked Estep 
Score: -22700236.000000 Penalty: 5961.974609
	Iteration 24Q: 3 clusters Score -2.270024e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 165348 members 
Entering Unmasked Estep 
Score: -22700254.000000 Penalty: 5961.974609
	Iteration 25Q: 3 clusters Score -2.270025e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 165362 members 
Entering Unmasked Estep 
Score: -22700270.000000 Penalty: 5961.974609
	Iteration 26Q: 3 clusters Score -2.270027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 165378 members 
Entering Unmasked Estep 
Score: -22700292.000000 Penalty: 5961.974609
	Iteration 27Q: 3 clusters Score -2.270029e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 165386 members 
Entering Unmasked Estep 
Score: -22700300.000000 Penalty: 5961.974609
	Iteration 28Q: 3 clusters Score -2.27003e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 165390 members 
Entering Unmasked Estep 
Score: -22700306.000000 Penalty: 5961.974609
	Iteration 29Q: 3 clusters Score -2.270031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 165391 members 
Entering Unmasked Estep 
Score: -22700304.000000 Penalty: 5961.974609
	Iteration 30Q: 3 clusters Score -2.27003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 165394 members 
Entering Unmasked Estep 
Score: -22700304.000000 Penalty: 5961.974609
	Iteration 31Q: 3 clusters Score -2.27003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 165396 members 
Entering Unmasked Estep 
Score: -22700300.000000 Penalty: 5961.974609
	Iteration 32Q: 3 clusters Score -2.27003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 165396 members 
Entering Unmasked Estep 
Score: -22700304.000000 Penalty: 5961.974609
	Iteration 33Q: 3 clusters Score -2.27003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 165396 members 
Entering Unmasked Estep 
Score: -22700306.000000 Penalty: 5961.974609
	Iteration 34Q: 3 clusters Score -2.270031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 165394 members 
Entering Unmasked Estep 
Score: -22700296.000000 Penalty: 5961.974609
	Iteration 35Q: 3 clusters Score -2.27003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 165395 members 
Entering Unmasked Estep 
Score: -22700300.000000 Penalty: 5961.974609
	Iteration 36Q: 3 clusters Score -2.27003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 165396 members 
Entering Unmasked Estep 
Score: -22700302.000000 Penalty: 5961.974609
	Iteration 37Q: 3 clusters Score -2.27003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 165397 members 
Entering Unmasked Estep 
Score: -22700300.000000 Penalty: 5961.974609
	Iteration 38Q: 3 clusters Score -2.27003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 165398 members 
Entering Unmasked Estep 
Score: -22700304.000000 Penalty: 5961.974609
	Iteration 39Q: 3 clusters Score -2.27003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 165401 members 
Entering Unmasked Estep 
Score: -22700320.000000 Penalty: 5961.974609
	Iteration 40F: 3 clusters Score -2.270032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 165400 members 
Entering Unmasked Estep 
Score: -22700312.000000 Penalty: 5961.974609
	Iteration 41Q: 3 clusters Score -2.270031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 165400 members 
Entering Unmasked Estep 
Score: -22700312.000000 Penalty: 5961.974609
	Iteration 42F: 3 clusters Score -2.270031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Entering Unmasked Estep 
Score: -513254.218750 Penalty: 2058.346191
	Iteration 0F: 2 clusters Score -513254.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -509378.093750 Penalty: 4116.692383
	Iteration 0F: 3 clusters Score -509378.1 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -510388.687500 Penalty: 4116.692383
	Iteration 1F: 3 clusters Score -510388.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -510663.406250 Penalty: 4116.692383
	Iteration 2F: 3 clusters Score -510663.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -510831.437500 Penalty: 4116.692383
	Iteration 3F: 3 clusters Score -510831.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -510982.687500 Penalty: 4116.692383
	Iteration 4Q: 3 clusters Score -510982.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -511182.906250 Penalty: 4116.692383
	Iteration 5Q: 3 clusters Score -511182.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -511465.343750 Penalty: 4116.692383
	Iteration 6F: 3 clusters Score -511465.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -511841.500000 Penalty: 4116.692383
	Iteration 7F: 3 clusters Score -511841.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -512274.500000 Penalty: 4116.692383
	Iteration 8F: 3 clusters Score -512274.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -512569.468750 Penalty: 4116.692383
	Iteration 9F: 3 clusters Score -512569.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -512761.531250 Penalty: 4116.692383
	Iteration 10Q: 3 clusters Score -512761.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -512885.125000 Penalty: 4116.692383
	Iteration 11Q: 3 clusters Score -512885.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -512965.093750 Penalty: 4116.692383
	Iteration 12Q: 3 clusters Score -512965.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -513025.437500 Penalty: 4116.692383
	Iteration 13Q: 3 clusters Score -513025.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -513057.687500 Penalty: 4116.692383
	Iteration 14Q: 3 clusters Score -513057.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -513077.218750 Penalty: 4116.692383
	Iteration 15Q: 3 clusters Score -513077.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -513090.750000 Penalty: 4116.692383
	Iteration 16Q: 3 clusters Score -513090.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -513105.093750 Penalty: 4116.692383
	Iteration 17Q: 3 clusters Score -513105.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -513112.062500 Penalty: 4116.692383
	Iteration 18Q: 3 clusters Score -513112.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -513117.406250 Penalty: 4116.692383
	Iteration 19Q: 3 clusters Score -513117.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -513119.281250 Penalty: 4116.692383
	Iteration 20F: 3 clusters Score -513119.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -513121.656250 Penalty: 4116.692383
	Iteration 21Q: 3 clusters Score -513121.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -513123.031250 Penalty: 4116.692383
	Iteration 22Q: 3 clusters Score -513123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -513123.656250 Penalty: 4116.692383
	Iteration 23Q: 3 clusters Score -513123.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -513124.468750 Penalty: 4116.692383
	Iteration 24Q: 3 clusters Score -513124.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -513125.781250 Penalty: 4116.692383
	Iteration 25Q: 3 clusters Score -513125.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -513125.781250 Penalty: 4116.692383
	Iteration 26F: 3 clusters Score -513125.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -67265.429688 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -67265.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65741.953125 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -65741.95 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66075.523438 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -66075.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66319.968750 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -66319.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66445.031250 Penalty: 3150.904053
	Iteration 3F: 3 clusters Score -66445.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66579.031250 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -66579.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -66701.414062 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -66701.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66807.890625 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -66807.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -66921.695312 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -66921.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -66999.429688 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -66999.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -67073.132812 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -67073.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67135.664062 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -67135.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -67178.164062 Penalty: 3150.904053
	Iteration 11Q: 3 clusters Score -67178.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -67202.851562 Penalty: 3150.904053
	Iteration 12Q: 3 clusters Score -67202.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -67214.468750 Penalty: 3150.904053
	Iteration 13Q: 3 clusters Score -67214.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -67224.460938 Penalty: 3150.904053
	Iteration 14Q: 3 clusters Score -67224.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -67226.148438 Penalty: 3150.904053
	Iteration 15Q: 3 clusters Score -67226.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -67239.929688 Penalty: 3150.904053
	Iteration 16Q: 3 clusters Score -67239.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -67255.976562 Penalty: 3150.904053
	Iteration 17Q: 3 clusters Score -67255.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -67268.281250 Penalty: 3150.904053
	Iteration 18Q: 3 clusters Score -67268.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -67271.617188 Penalty: 3150.904053
	Iteration 19Q: 3 clusters Score -67271.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -67286.437500 Penalty: 3150.904053
	Iteration 20F: 3 clusters Score -67286.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -67386.054688 Penalty: 3150.904053
	Iteration 21Q: 3 clusters Score -67386.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -67386.054688 Penalty: 3150.904053
	Iteration 22F: 3 clusters Score -67386.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 21330 members 
Mstep: Class 4 contains 7933 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 47979 members 
Mstep: Class 7 contains 88254 members 
Mstep: Class 8 contains 13517 members 
Mstep: Class 9 contains 1628 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 26728 members 
Mstep: Class 12 contains 166061 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 9748 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 38389 members 
Mstep: Class 18 contains 16959 members 
Mstep: Class 19 contains 18473 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 17079 members 
Mstep: Class 22 contains 37873 members 
Mstep: Class 23 contains 7400 members 
Mstep: Class 24 contains 159538 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 16429 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9244 members 
Mstep: Class 30 contains 19550 members 
Mstep: Class 31 contains 1015 members 
Mstep: Class 32 contains 4470 members 
Mstep: Class 33 contains 208 members 
Entering Unmasked Estep 
Score: -100909952.000000 Penalty: 110858.882812
Splitting cluster 14 changes total score from -100910696.000000 to -100909952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (9748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Entering Unmasked Estep 
Score: -1308831.875000 Penalty: 2277.834717
	Iteration 0F: 2 clusters Score -1308832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1301278.125000 Penalty: 4555.669434
	Iteration 0F: 3 clusters Score -1301278 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1303366.875000 Penalty: 4555.669434
	Iteration 1F: 3 clusters Score -1303367 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1303693.625000 Penalty: 4555.669434
	Iteration 2F: 3 clusters Score -1303694 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1303975.250000 Penalty: 4555.669434
	Iteration 3F: 3 clusters Score -1303975 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1304231.750000 Penalty: 4555.669434
	Iteration 4Q: 3 clusters Score -1304232 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1304458.625000 Penalty: 4555.669434
	Iteration 5Q: 3 clusters Score -1304459 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1304688.375000 Penalty: 4555.669434
	Iteration 6Q: 3 clusters Score -1304688 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1304918.625000 Penalty: 4555.669434
	Iteration 7Q: 3 clusters Score -1304919 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1305152.375000 Penalty: 4555.669434
	Iteration 8Q: 3 clusters Score -1305152 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1305411.875000 Penalty: 4555.669434
	Iteration 9Q: 3 clusters Score -1305412 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1305752.750000 Penalty: 4555.669434
	Iteration 10Q: 3 clusters Score -1305753 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1306219.000000 Penalty: 4555.669434
	Iteration 11Q: 3 clusters Score -1306219 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1306798.375000 Penalty: 4555.669434
	Iteration 12F: 3 clusters Score -1306798 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1307292.750000 Penalty: 4555.669434
	Iteration 13Q: 3 clusters Score -1307293 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1307643.000000 Penalty: 4555.669434
	Iteration 14Q: 3 clusters Score -1307643 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1307956.750000 Penalty: 4555.669434
	Iteration 15Q: 3 clusters Score -1307957 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1308230.125000 Penalty: 4555.669434
	Iteration 16Q: 3 clusters Score -1308230 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1308390.750000 Penalty: 4555.669434
	Iteration 17Q: 3 clusters Score -1308391 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1308482.125000 Penalty: 4555.669434
	Iteration 18Q: 3 clusters Score -1308482 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1308543.000000 Penalty: 4555.669434
	Iteration 19Q: 3 clusters Score -1308543 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1308572.250000 Penalty: 4555.669434
	Iteration 20F: 3 clusters Score -1308572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1308603.250000 Penalty: 4555.669434
	Iteration 21Q: 3 clusters Score -1308603 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1308614.000000 Penalty: 4555.669434
	Iteration 22Q: 3 clusters Score -1308614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1308627.750000 Penalty: 4555.669434
	Iteration 23Q: 3 clusters Score -1308628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1308631.250000 Penalty: 4555.669434
	Iteration 24Q: 3 clusters Score -1308631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1308643.750000 Penalty: 4555.669434
	Iteration 25Q: 3 clusters Score -1308644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1308648.375000 Penalty: 4555.669434
	Iteration 26Q: 3 clusters Score -1308648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1308652.250000 Penalty: 4555.669434
	Iteration 27Q: 3 clusters Score -1308652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1308655.875000 Penalty: 4555.669434
	Iteration 28Q: 3 clusters Score -1308656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1308662.250000 Penalty: 4555.669434
	Iteration 29Q: 3 clusters Score -1308662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1308666.375000 Penalty: 4555.669434
	Iteration 30Q: 3 clusters Score -1308666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1308669.625000 Penalty: 4555.669434
	Iteration 31Q: 3 clusters Score -1308670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1308673.500000 Penalty: 4555.669434
	Iteration 32Q: 3 clusters Score -1308674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1308673.875000 Penalty: 4555.669434
	Iteration 33Q: 3 clusters Score -1308674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1308676.250000 Penalty: 4555.669434
	Iteration 34Q: 3 clusters Score -1308676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1308677.750000 Penalty: 4555.669434
	Iteration 35Q: 3 clusters Score -1308678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1308679.625000 Penalty: 4555.669434
	Iteration 36Q: 3 clusters Score -1308680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1308679.625000 Penalty: 4555.669434
	Iteration 37F: 3 clusters Score -1308680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Entering Unmasked Estep 
Score: -281421.125000 Penalty: 1908.322266
	Iteration 0F: 2 clusters Score -281421.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -278704.750000 Penalty: 3816.644531
	Iteration 0F: 3 clusters Score -278704.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -279208.187500 Penalty: 3816.644531
	Iteration 1F: 3 clusters Score -279208.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -279357.218750 Penalty: 3816.644531
	Iteration 2F: 3 clusters Score -279357.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -279479.062500 Penalty: 3816.644531
	Iteration 3F: 3 clusters Score -279479.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -279574.468750 Penalty: 3816.644531
	Iteration 4Q: 3 clusters Score -279574.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -279656.406250 Penalty: 3816.644531
	Iteration 5Q: 3 clusters Score -279656.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -279733.625000 Penalty: 3816.644531
	Iteration 6Q: 3 clusters Score -279733.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -279825.906250 Penalty: 3816.644531
	Iteration 7Q: 3 clusters Score -279825.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -279946.843750 Penalty: 3816.644531
	Iteration 8Q: 3 clusters Score -279946.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -280106.000000 Penalty: 3816.644531
	Iteration 9Q: 3 clusters Score -280106 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -280292.093750 Penalty: 3816.644531
	Iteration 10Q: 3 clusters Score -280292.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -280410.218750 Penalty: 3816.644531
	Iteration 11Q: 3 clusters Score -280410.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -280465.593750 Penalty: 3816.644531
	Iteration 12Q: 3 clusters Score -280465.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -280505.093750 Penalty: 3816.644531
	Iteration 13Q: 3 clusters Score -280505.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -280528.062500 Penalty: 3816.644531
	Iteration 14Q: 3 clusters Score -280528.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -280546.875000 Penalty: 3816.644531
	Iteration 15Q: 3 clusters Score -280546.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -280561.218750 Penalty: 3816.644531
	Iteration 16Q: 3 clusters Score -280561.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -280573.187500 Penalty: 3816.644531
	Iteration 17Q: 3 clusters Score -280573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -280581.687500 Penalty: 3816.644531
	Iteration 18Q: 3 clusters Score -280581.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -280583.125000 Penalty: 3816.644531
	Iteration 19Q: 3 clusters Score -280583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -280626.062500 Penalty: 3816.644531
	Iteration 20F: 3 clusters Score -280626.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -280675.531250 Penalty: 3816.644531
	Iteration 21Q: 3 clusters Score -280675.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -280691.437500 Penalty: 3816.644531
	Iteration 22Q: 3 clusters Score -280691.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -280700.718750 Penalty: 3816.644531
	Iteration 23Q: 3 clusters Score -280700.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -280710.375000 Penalty: 3816.644531
	Iteration 24Q: 3 clusters Score -280710.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -280719.781250 Penalty: 3816.644531
	Iteration 25Q: 3 clusters Score -280719.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -280726.843750 Penalty: 3816.644531
	Iteration 26Q: 3 clusters Score -280726.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -280733.875000 Penalty: 3816.644531
	Iteration 27Q: 3 clusters Score -280733.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -280744.718750 Penalty: 3816.644531
	Iteration 28Q: 3 clusters Score -280744.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -280751.906250 Penalty: 3816.644531
	Iteration 29Q: 3 clusters Score -280751.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -280756.593750 Penalty: 3816.644531
	Iteration 30Q: 3 clusters Score -280756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -280757.406250 Penalty: 3816.644531
	Iteration 31Q: 3 clusters Score -280757.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -280757.406250 Penalty: 3816.644531
	Iteration 32F: 3 clusters Score -280757.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Entering Unmasked Estep 
Score: -4859910.500000 Penalty: 2617.770508
	Iteration 0F: 2 clusters Score -4859910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -4833852.500000 Penalty: 5235.541016
	Iteration 0F: 3 clusters Score -4833852 nChanged 17510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -4843764.500000 Penalty: 5235.541016
	Iteration 1F: 3 clusters Score -4843764 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -4844702.500000 Penalty: 5235.541016
	Iteration 2F: 3 clusters Score -4844702 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -4845769.000000 Penalty: 5235.541016
	Iteration 3F: 3 clusters Score -4845769 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -4847003.500000 Penalty: 5235.541016
	Iteration 4F: 3 clusters Score -4847004 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -4848329.500000 Penalty: 5235.541016
	Iteration 5F: 3 clusters Score -4848330 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -4849532.000000 Penalty: 5235.541016
	Iteration 6F: 3 clusters Score -4849532 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -4850427.500000 Penalty: 5235.541016
	Iteration 7F: 3 clusters Score -4850428 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -4851044.500000 Penalty: 5235.541016
	Iteration 8Q: 3 clusters Score -4851044 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -4851576.500000 Penalty: 5235.541016
	Iteration 9Q: 3 clusters Score -4851576 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -4852082.500000 Penalty: 5235.541016
	Iteration 10Q: 3 clusters Score -4852082 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -4852645.000000 Penalty: 5235.541016
	Iteration 11Q: 3 clusters Score -4852645 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -4853247.500000 Penalty: 5235.541016
	Iteration 12Q: 3 clusters Score -4853248 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -4853836.000000 Penalty: 5235.541016
	Iteration 13Q: 3 clusters Score -4853836 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -4854366.500000 Penalty: 5235.541016
	Iteration 14Q: 3 clusters Score -4854366 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -4854818.000000 Penalty: 5235.541016
	Iteration 15Q: 3 clusters Score -4854818 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -4855225.500000 Penalty: 5235.541016
	Iteration 16Q: 3 clusters Score -4855226 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -4855608.500000 Penalty: 5235.541016
	Iteration 17Q: 3 clusters Score -4855608 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -4855870.000000 Penalty: 5235.541016
	Iteration 18Q: 3 clusters Score -4855870 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -4856160.000000 Penalty: 5235.541016
	Iteration 19Q: 3 clusters Score -4856160 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -4856413.500000 Penalty: 5235.541016
	Iteration 20F: 3 clusters Score -4856414 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -4856665.500000 Penalty: 5235.541016
	Iteration 21Q: 3 clusters Score -4856666 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -4856957.500000 Penalty: 5235.541016
	Iteration 22Q: 3 clusters Score -4856958 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -4857203.000000 Penalty: 5235.541016
	Iteration 23Q: 3 clusters Score -4857203 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -4857395.500000 Penalty: 5235.541016
	Iteration 24Q: 3 clusters Score -4857396 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -4857585.500000 Penalty: 5235.541016
	Iteration 25Q: 3 clusters Score -4857586 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -4857716.500000 Penalty: 5235.541016
	Iteration 26Q: 3 clusters Score -4857716 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -4857814.500000 Penalty: 5235.541016
	Iteration 27Q: 3 clusters Score -4857814 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -4857884.500000 Penalty: 5235.541016
	Iteration 28Q: 3 clusters Score -4857884 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4857947.500000 Penalty: 5235.541016
	Iteration 29Q: 3 clusters Score -4857948 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4857978.000000 Penalty: 5235.541016
	Iteration 30Q: 3 clusters Score -4857978 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -4858023.000000 Penalty: 5235.541016
	Iteration 31Q: 3 clusters Score -4858023 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4858067.500000 Penalty: 5235.541016
	Iteration 32Q: 3 clusters Score -4858068 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4858107.000000 Penalty: 5235.541016
	Iteration 33Q: 3 clusters Score -4858107 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4858151.500000 Penalty: 5235.541016
	Iteration 34Q: 3 clusters Score -4858152 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4858171.000000 Penalty: 5235.541016
	Iteration 35Q: 3 clusters Score -4858171 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4858199.000000 Penalty: 5235.541016
	Iteration 36Q: 3 clusters Score -4858199 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4858213.000000 Penalty: 5235.541016
	Iteration 37Q: 3 clusters Score -4858213 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4858229.500000 Penalty: 5235.541016
	Iteration 38Q: 3 clusters Score -4858230 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4858239.000000 Penalty: 5235.541016
	Iteration 39Q: 3 clusters Score -4858239 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4858249.000000 Penalty: 5235.541016
	Iteration 40F: 3 clusters Score -4858249 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4858257.000000 Penalty: 5235.541016
	Iteration 41Q: 3 clusters Score -4858257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4858272.500000 Penalty: 5235.541016
	Iteration 42Q: 3 clusters Score -4858272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4858277.500000 Penalty: 5235.541016
	Iteration 43Q: 3 clusters Score -4858278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4858285.000000 Penalty: 5235.541016
	Iteration 44Q: 3 clusters Score -4858285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4858300.500000 Penalty: 5235.541016
	Iteration 45Q: 3 clusters Score -4858300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4858310.000000 Penalty: 5235.541016
	Iteration 46Q: 3 clusters Score -4858310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4858311.500000 Penalty: 5235.541016
	Iteration 47Q: 3 clusters Score -4858312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4858321.500000 Penalty: 5235.541016
	Iteration 48Q: 3 clusters Score -4858322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4858326.000000 Penalty: 5235.541016
	Iteration 49Q: 3 clusters Score -4858326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4858335.500000 Penalty: 5235.541016
	Iteration 50Q: 3 clusters Score -4858336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4858339.000000 Penalty: 5235.541016
	Iteration 51Q: 3 clusters Score -4858339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4858339.000000 Penalty: 5235.541016
	Iteration 52Q: 3 clusters Score -4858339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4858340.000000 Penalty: 5235.541016
	Iteration 53Q: 3 clusters Score -4858340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4858346.000000 Penalty: 5235.541016
	Iteration 54Q: 3 clusters Score -4858346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4858342.500000 Penalty: 5235.541016
	Iteration 55Q: 3 clusters Score -4858342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4858351.000000 Penalty: 5235.541016
	Iteration 56Q: 3 clusters Score -4858351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4858349.000000 Penalty: 5235.541016
	Iteration 57Q: 3 clusters Score -4858349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4858356.000000 Penalty: 5235.541016
	Iteration 58Q: 3 clusters Score -4858356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4858353.000000 Penalty: 5235.541016
	Iteration 59Q: 3 clusters Score -4858353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4858353.000000 Penalty: 5235.541016
	Iteration 60F: 3 clusters Score -4858353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Entering Unmasked Estep 
Score: -2308556.500000 Penalty: 2415.161377
	Iteration 0F: 2 clusters Score -2308556 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 8575 members 
Entering Unmasked Estep 
Score: -2296523.750000 Penalty: 4830.322754
	Iteration 0F: 3 clusters Score -2296524 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2300353.500000 Penalty: 4830.322754
	Iteration 1F: 3 clusters Score -2300354 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2300774.250000 Penalty: 4830.322754
	Iteration 2F: 3 clusters Score -2300774 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2301167.500000 Penalty: 4830.322754
	Iteration 3F: 3 clusters Score -2301168 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2301630.750000 Penalty: 4830.322754
	Iteration 4F: 3 clusters Score -2301631 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2302193.750000 Penalty: 4830.322754
	Iteration 5F: 3 clusters Score -2302194 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2302890.000000 Penalty: 4830.322754
	Iteration 6F: 3 clusters Score -2302890 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2303647.750000 Penalty: 4830.322754
	Iteration 7F: 3 clusters Score -2303648 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2304389.000000 Penalty: 4830.322754
	Iteration 8F: 3 clusters Score -2304389 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2304985.250000 Penalty: 4830.322754
	Iteration 9Q: 3 clusters Score -2304985 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2305466.500000 Penalty: 4830.322754
	Iteration 10Q: 3 clusters Score -2305466 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2305817.750000 Penalty: 4830.322754
	Iteration 11Q: 3 clusters Score -2305818 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2306069.250000 Penalty: 4830.322754
	Iteration 12Q: 3 clusters Score -2306069 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2306224.250000 Penalty: 4830.322754
	Iteration 13Q: 3 clusters Score -2306224 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2306348.000000 Penalty: 4830.322754
	Iteration 14Q: 3 clusters Score -2306348 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2306442.750000 Penalty: 4830.322754
	Iteration 15Q: 3 clusters Score -2306443 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2306505.250000 Penalty: 4830.322754
	Iteration 16Q: 3 clusters Score -2306505 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2306570.750000 Penalty: 4830.322754
	Iteration 17Q: 3 clusters Score -2306571 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2306619.000000 Penalty: 4830.322754
	Iteration 18Q: 3 clusters Score -2306619 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2306671.000000 Penalty: 4830.322754
	Iteration 19Q: 3 clusters Score -2306671 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2306709.500000 Penalty: 4830.322754
	Iteration 20F: 3 clusters Score -2306710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2306737.250000 Penalty: 4830.322754
	Iteration 21Q: 3 clusters Score -2306737 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2306769.000000 Penalty: 4830.322754
	Iteration 22Q: 3 clusters Score -2306769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2306788.000000 Penalty: 4830.322754
	Iteration 23Q: 3 clusters Score -2306788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2306821.500000 Penalty: 4830.322754
	Iteration 24Q: 3 clusters Score -2306822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2306844.500000 Penalty: 4830.322754
	Iteration 25Q: 3 clusters Score -2306844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2306861.500000 Penalty: 4830.322754
	Iteration 26Q: 3 clusters Score -2306862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2306879.250000 Penalty: 4830.322754
	Iteration 27Q: 3 clusters Score -2306879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2306888.500000 Penalty: 4830.322754
	Iteration 28Q: 3 clusters Score -2306888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2306901.000000 Penalty: 4830.322754
	Iteration 29Q: 3 clusters Score -2306901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2306910.750000 Penalty: 4830.322754
	Iteration 30Q: 3 clusters Score -2306911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2306919.000000 Penalty: 4830.322754
	Iteration 31Q: 3 clusters Score -2306919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2306918.000000 Penalty: 4830.322754
	Iteration 32Q: 3 clusters Score -2306918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2306920.250000 Penalty: 4830.322754
	Iteration 33Q: 3 clusters Score -2306920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2306927.000000 Penalty: 4830.322754
	Iteration 34Q: 3 clusters Score -2306927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2306937.250000 Penalty: 4830.322754
	Iteration 35Q: 3 clusters Score -2306937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2306944.500000 Penalty: 4830.322754
	Iteration 36Q: 3 clusters Score -2306944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2306952.750000 Penalty: 4830.322754
	Iteration 37Q: 3 clusters Score -2306953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2306964.750000 Penalty: 4830.322754
	Iteration 38Q: 3 clusters Score -2306965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2306965.750000 Penalty: 4830.322754
	Iteration 39Q: 3 clusters Score -2306966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2306972.750000 Penalty: 4830.322754
	Iteration 40F: 3 clusters Score -2306973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2306973.750000 Penalty: 4830.322754
	Iteration 41Q: 3 clusters Score -2306974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2306980.000000 Penalty: 4830.322754
	Iteration 42Q: 3 clusters Score -2306980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2306984.250000 Penalty: 4830.322754
	Iteration 43Q: 3 clusters Score -2306984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2306987.000000 Penalty: 4830.322754
	Iteration 44Q: 3 clusters Score -2306987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2306987.000000 Penalty: 4830.322754
	Iteration 45Q: 3 clusters Score -2306987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2306991.750000 Penalty: 4830.322754
	Iteration 46Q: 3 clusters Score -2306992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2306992.000000 Penalty: 4830.322754
	Iteration 47Q: 3 clusters Score -2306992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2306992.000000 Penalty: 4830.322754
	Iteration 48F: 3 clusters Score -2306992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Entering Unmasked Estep 
Score: -2442308.000000 Penalty: 2436.368164
	Iteration 0F: 2 clusters Score -2442308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2429252.000000 Penalty: 4872.736328
	Iteration 0F: 3 clusters Score -2429252 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2433600.250000 Penalty: 4872.736328
	Iteration 1F: 3 clusters Score -2433600 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2434171.250000 Penalty: 4872.736328
	Iteration 2F: 3 clusters Score -2434171 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2434752.500000 Penalty: 4872.736328
	Iteration 3F: 3 clusters Score -2434752 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2435310.000000 Penalty: 4872.736328
	Iteration 4F: 3 clusters Score -2435310 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2435830.000000 Penalty: 4872.736328
	Iteration 5F: 3 clusters Score -2435830 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2436424.000000 Penalty: 4872.736328
	Iteration 6F: 3 clusters Score -2436424 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2437088.000000 Penalty: 4872.736328
	Iteration 7F: 3 clusters Score -2437088 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2437789.500000 Penalty: 4872.736328
	Iteration 8F: 3 clusters Score -2437790 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2438445.500000 Penalty: 4872.736328
	Iteration 9F: 3 clusters Score -2438446 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2438944.000000 Penalty: 4872.736328
	Iteration 10Q: 3 clusters Score -2438944 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2439268.500000 Penalty: 4872.736328
	Iteration 11Q: 3 clusters Score -2439268 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2439486.000000 Penalty: 4872.736328
	Iteration 12Q: 3 clusters Score -2439486 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2439629.000000 Penalty: 4872.736328
	Iteration 13Q: 3 clusters Score -2439629 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2439751.000000 Penalty: 4872.736328
	Iteration 14Q: 3 clusters Score -2439751 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2439838.750000 Penalty: 4872.736328
	Iteration 15Q: 3 clusters Score -2439839 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2439918.750000 Penalty: 4872.736328
	Iteration 16Q: 3 clusters Score -2439919 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2439982.500000 Penalty: 4872.736328
	Iteration 17Q: 3 clusters Score -2439982 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2440032.000000 Penalty: 4872.736328
	Iteration 18Q: 3 clusters Score -2440032 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2440078.250000 Penalty: 4872.736328
	Iteration 19Q: 3 clusters Score -2440078 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2440122.250000 Penalty: 4872.736328
	Iteration 20F: 3 clusters Score -2440122 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2440173.750000 Penalty: 4872.736328
	Iteration 21Q: 3 clusters Score -2440174 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2440212.000000 Penalty: 4872.736328
	Iteration 22Q: 3 clusters Score -2440212 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2440249.500000 Penalty: 4872.736328
	Iteration 23Q: 3 clusters Score -2440250 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2440290.000000 Penalty: 4872.736328
	Iteration 24Q: 3 clusters Score -2440290 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2440320.500000 Penalty: 4872.736328
	Iteration 25Q: 3 clusters Score -2440320 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2440358.250000 Penalty: 4872.736328
	Iteration 26Q: 3 clusters Score -2440358 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2440393.750000 Penalty: 4872.736328
	Iteration 27Q: 3 clusters Score -2440394 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2440443.750000 Penalty: 4872.736328
	Iteration 28Q: 3 clusters Score -2440444 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2440483.000000 Penalty: 4872.736328
	Iteration 29Q: 3 clusters Score -2440483 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2440505.000000 Penalty: 4872.736328
	Iteration 30Q: 3 clusters Score -2440505 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2440544.500000 Penalty: 4872.736328
	Iteration 31Q: 3 clusters Score -2440544 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2440567.750000 Penalty: 4872.736328
	Iteration 32Q: 3 clusters Score -2440568 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2440587.500000 Penalty: 4872.736328
	Iteration 33Q: 3 clusters Score -2440588 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2440606.250000 Penalty: 4872.736328
	Iteration 34Q: 3 clusters Score -2440606 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2440619.500000 Penalty: 4872.736328
	Iteration 35Q: 3 clusters Score -2440620 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2440630.000000 Penalty: 4872.736328
	Iteration 36Q: 3 clusters Score -2440630 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2440631.500000 Penalty: 4872.736328
	Iteration 37Q: 3 clusters Score -2440632 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2440645.750000 Penalty: 4872.736328
	Iteration 38Q: 3 clusters Score -2440646 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2440655.500000 Penalty: 4872.736328
	Iteration 39Q: 3 clusters Score -2440656 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2440674.000000 Penalty: 4872.736328
	Iteration 40F: 3 clusters Score -2440674 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2440692.000000 Penalty: 4872.736328
	Iteration 41Q: 3 clusters Score -2440692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2440706.750000 Penalty: 4872.736328
	Iteration 42Q: 3 clusters Score -2440707 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2440718.500000 Penalty: 4872.736328
	Iteration 43Q: 3 clusters Score -2440718 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2440728.750000 Penalty: 4872.736328
	Iteration 44Q: 3 clusters Score -2440729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2440736.500000 Penalty: 4872.736328
	Iteration 45Q: 3 clusters Score -2440736 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2440743.000000 Penalty: 4872.736328
	Iteration 46Q: 3 clusters Score -2440743 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2440746.500000 Penalty: 4872.736328
	Iteration 47Q: 3 clusters Score -2440746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2440748.000000 Penalty: 4872.736328
	Iteration 48Q: 3 clusters Score -2440748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2440761.750000 Penalty: 4872.736328
	Iteration 49Q: 3 clusters Score -2440762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2440768.000000 Penalty: 4872.736328
	Iteration 50Q: 3 clusters Score -2440768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2440773.500000 Penalty: 4872.736328
	Iteration 51Q: 3 clusters Score -2440774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2440779.000000 Penalty: 4872.736328
	Iteration 52Q: 3 clusters Score -2440779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2440785.250000 Penalty: 4872.736328
	Iteration 53Q: 3 clusters Score -2440785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2440784.500000 Penalty: 4872.736328
	Iteration 54Q: 3 clusters Score -2440784 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2440792.000000 Penalty: 4872.736328
	Iteration 55Q: 3 clusters Score -2440792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2440794.500000 Penalty: 4872.736328
	Iteration 56Q: 3 clusters Score -2440794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2440795.750000 Penalty: 4872.736328
	Iteration 57Q: 3 clusters Score -2440796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2440801.500000 Penalty: 4872.736328
	Iteration 58Q: 3 clusters Score -2440802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2440808.500000 Penalty: 4872.736328
	Iteration 59Q: 3 clusters Score -2440808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2440817.000000 Penalty: 4872.736328
	Iteration 60F: 3 clusters Score -2440817 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2440819.000000 Penalty: 4872.736328
	Iteration 61Q: 3 clusters Score -2440819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2440826.000000 Penalty: 4872.736328
	Iteration 62Q: 3 clusters Score -2440826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2440834.750000 Penalty: 4872.736328
	Iteration 63Q: 3 clusters Score -2440835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2440837.500000 Penalty: 4872.736328
	Iteration 64Q: 3 clusters Score -2440838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2440842.250000 Penalty: 4872.736328
	Iteration 65Q: 3 clusters Score -2440842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2440848.500000 Penalty: 4872.736328
	Iteration 66Q: 3 clusters Score -2440848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2440851.000000 Penalty: 4872.736328
	Iteration 67Q: 3 clusters Score -2440851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2440857.500000 Penalty: 4872.736328
	Iteration 68Q: 3 clusters Score -2440858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2440855.250000 Penalty: 4872.736328
	Iteration 69Q: 3 clusters Score -2440855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2440855.750000 Penalty: 4872.736328
	Iteration 70Q: 3 clusters Score -2440856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2440853.000000 Penalty: 4872.736328
	Iteration 71Q: 3 clusters Score -2440853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2440855.500000 Penalty: 4872.736328
	Iteration 72Q: 3 clusters Score -2440856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2440855.250000 Penalty: 4872.736328
	Iteration 73Q: 3 clusters Score -2440855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2440855.250000 Penalty: 4872.736328
	Iteration 74Q: 3 clusters Score -2440855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2440858.000000 Penalty: 4872.736328
	Iteration 75Q: 3 clusters Score -2440858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2440857.000000 Penalty: 4872.736328
	Iteration 76Q: 3 clusters Score -2440857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2440859.750000 Penalty: 4872.736328
	Iteration 77Q: 3 clusters Score -2440860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2440855.750000 Penalty: 4872.736328
	Iteration 78Q: 3 clusters Score -2440856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2440856.000000 Penalty: 4872.736328
	Iteration 79Q: 3 clusters Score -2440856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2440856.750000 Penalty: 4872.736328
	Iteration 80F: 3 clusters Score -2440857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2440858.250000 Penalty: 4872.736328
	Iteration 81Q: 3 clusters Score -2440858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2440856.250000 Penalty: 4872.736328
	Iteration 82Q: 3 clusters Score -2440856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2440857.750000 Penalty: 4872.736328
	Iteration 83Q: 3 clusters Score -2440858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2440858.750000 Penalty: 4872.736328
	Iteration 84Q: 3 clusters Score -2440859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2440861.500000 Penalty: 4872.736328
	Iteration 85Q: 3 clusters Score -2440862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2440861.750000 Penalty: 4872.736328
	Iteration 86Q: 3 clusters Score -2440862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2440862.000000 Penalty: 4872.736328
	Iteration 87Q: 3 clusters Score -2440862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2440861.500000 Penalty: 4872.736328
	Iteration 88Q: 3 clusters Score -2440862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2440861.500000 Penalty: 4872.736328
	Iteration 89F: 3 clusters Score -2440862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -135924.453125 Penalty: 1733.583618
	Iteration 0F: 2 clusters Score -135924.5 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 533 members 
Entering Unmasked Estep 
Score: -133952.718750 Penalty: 3467.167236
	Iteration 0F: 3 clusters Score -133952.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -134443.390625 Penalty: 3467.167236
	Iteration 1F: 3 clusters Score -134443.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -134806.843750 Penalty: 3467.167236
	Iteration 2F: 3 clusters Score -134806.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -135306.000000 Penalty: 3467.167236
	Iteration 3F: 3 clusters Score -135306 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -135891.343750 Penalty: 3467.167236
	Iteration 4F: 3 clusters Score -135891.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -136597.687500 Penalty: 3467.167236
	Iteration 5F: 3 clusters Score -136597.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -137214.765625 Penalty: 3467.167236
	Iteration 6F: 3 clusters Score -137214.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -137743.109375 Penalty: 3467.167236
	Iteration 7Q: 3 clusters Score -137743.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -137816.640625 Penalty: 3467.167236
	Iteration 8Q: 3 clusters Score -137816.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -137825.625000 Penalty: 3467.167236
	Iteration 9Q: 3 clusters Score -137825.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -137825.625000 Penalty: 3467.167236
	Iteration 10F: 3 clusters Score -137825.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 21330 members 
Mstep: Class 4 contains 7933 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 47979 members 
Mstep: Class 7 contains 88254 members 
Mstep: Class 8 contains 13517 members 
Mstep: Class 9 contains 1628 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 26728 members 
Mstep: Class 12 contains 166061 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9748 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 38389 members 
Mstep: Class 18 contains 16959 members 
Mstep: Class 19 contains 18473 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 17079 members 
Mstep: Class 22 contains 37873 members 
Mstep: Class 23 contains 7400 members 
Mstep: Class 24 contains 159538 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 16429 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9244 members 
Mstep: Class 30 contains 19550 members 
Mstep: Class 31 contains 1015 members 
Mstep: Class 32 contains 4470 members 
Mstep: Class 33 contains 563 members 
Entering Unmasked Estep 
Score: -100912040.000000 Penalty: 110858.882812
Splitting cluster 20 changes total score from -100910696.000000 to -100912040.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (17079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Entering Unmasked Estep 
Score: -2324151.750000 Penalty: 2416.909912
	Iteration 0F: 2 clusters Score -2324152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2311950.000000 Penalty: 4833.819824
	Iteration 0F: 3 clusters Score -2311950 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2316008.500000 Penalty: 4833.819824
	Iteration 1F: 3 clusters Score -2316008 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2316480.250000 Penalty: 4833.819824
	Iteration 2F: 3 clusters Score -2316480 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2316896.750000 Penalty: 4833.819824
	Iteration 3F: 3 clusters Score -2316897 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2317175.750000 Penalty: 4833.819824
	Iteration 4Q: 3 clusters Score -2317176 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2317413.750000 Penalty: 4833.819824
	Iteration 5Q: 3 clusters Score -2317414 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2317625.250000 Penalty: 4833.819824
	Iteration 6Q: 3 clusters Score -2317625 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2317849.750000 Penalty: 4833.819824
	Iteration 7Q: 3 clusters Score -2317850 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2318061.500000 Penalty: 4833.819824
	Iteration 8Q: 3 clusters Score -2318062 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2318309.500000 Penalty: 4833.819824
	Iteration 9Q: 3 clusters Score -2318310 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2318563.250000 Penalty: 4833.819824
	Iteration 10Q: 3 clusters Score -2318563 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2318924.000000 Penalty: 4833.819824
	Iteration 11Q: 3 clusters Score -2318924 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2319379.750000 Penalty: 4833.819824
	Iteration 12Q: 3 clusters Score -2319380 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2319903.500000 Penalty: 4833.819824
	Iteration 13Q: 3 clusters Score -2319904 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2320364.750000 Penalty: 4833.819824
	Iteration 14Q: 3 clusters Score -2320365 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2320703.250000 Penalty: 4833.819824
	Iteration 15Q: 3 clusters Score -2320703 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2320969.250000 Penalty: 4833.819824
	Iteration 16Q: 3 clusters Score -2320969 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2321178.500000 Penalty: 4833.819824
	Iteration 17Q: 3 clusters Score -2321178 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2321365.000000 Penalty: 4833.819824
	Iteration 18Q: 3 clusters Score -2321365 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2321564.500000 Penalty: 4833.819824
	Iteration 19Q: 3 clusters Score -2321564 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2321764.250000 Penalty: 4833.819824
	Iteration 20F: 3 clusters Score -2321764 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2321969.000000 Penalty: 4833.819824
	Iteration 21Q: 3 clusters Score -2321969 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2322223.500000 Penalty: 4833.819824
	Iteration 22Q: 3 clusters Score -2322224 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2322476.750000 Penalty: 4833.819824
	Iteration 23Q: 3 clusters Score -2322477 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2322781.750000 Penalty: 4833.819824
	Iteration 24Q: 3 clusters Score -2322782 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2323011.750000 Penalty: 4833.819824
	Iteration 25Q: 3 clusters Score -2323012 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2323157.250000 Penalty: 4833.819824
	Iteration 26Q: 3 clusters Score -2323157 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2323246.250000 Penalty: 4833.819824
	Iteration 27Q: 3 clusters Score -2323246 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2323282.500000 Penalty: 4833.819824
	Iteration 28Q: 3 clusters Score -2323282 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2323297.000000 Penalty: 4833.819824
	Iteration 29Q: 3 clusters Score -2323297 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2323313.750000 Penalty: 4833.819824
	Iteration 30Q: 3 clusters Score -2323314 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2323326.750000 Penalty: 4833.819824
	Iteration 31Q: 3 clusters Score -2323327 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2323340.000000 Penalty: 4833.819824
	Iteration 32Q: 3 clusters Score -2323340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2323343.000000 Penalty: 4833.819824
	Iteration 33Q: 3 clusters Score -2323343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2323352.750000 Penalty: 4833.819824
	Iteration 34Q: 3 clusters Score -2323353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2323365.750000 Penalty: 4833.819824
	Iteration 35Q: 3 clusters Score -2323366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2323366.250000 Penalty: 4833.819824
	Iteration 36Q: 3 clusters Score -2323366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2323368.250000 Penalty: 4833.819824
	Iteration 37Q: 3 clusters Score -2323368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2323371.750000 Penalty: 4833.819824
	Iteration 38Q: 3 clusters Score -2323372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2323370.750000 Penalty: 4833.819824
	Iteration 39Q: 3 clusters Score -2323371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2323370.500000 Penalty: 4833.819824
	Iteration 40F: 3 clusters Score -2323370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2323371.500000 Penalty: 4833.819824
	Iteration 41Q: 3 clusters Score -2323372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2323376.500000 Penalty: 4833.819824
	Iteration 42Q: 3 clusters Score -2323376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2323379.250000 Penalty: 4833.819824
	Iteration 43Q: 3 clusters Score -2323379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2323379.750000 Penalty: 4833.819824
	Iteration 44Q: 3 clusters Score -2323380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2323380.750000 Penalty: 4833.819824
	Iteration 45Q: 3 clusters Score -2323381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2323382.000000 Penalty: 4833.819824
	Iteration 46Q: 3 clusters Score -2323382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2323382.750000 Penalty: 4833.819824
	Iteration 47Q: 3 clusters Score -2323383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2323382.500000 Penalty: 4833.819824
	Iteration 48Q: 3 clusters Score -2323382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2323383.000000 Penalty: 4833.819824
	Iteration 49Q: 3 clusters Score -2323383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2323381.250000 Penalty: 4833.819824
	Iteration 50Q: 3 clusters Score -2323381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2323381.750000 Penalty: 4833.819824
	Iteration 51Q: 3 clusters Score -2323382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2323382.750000 Penalty: 4833.819824
	Iteration 52Q: 3 clusters Score -2323383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2323382.750000 Penalty: 4833.819824
	Iteration 53F: 3 clusters Score -2323383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Entering Unmasked Estep 
Score: -5264878.000000 Penalty: 2614.414551
	Iteration 0F: 2 clusters Score -5264878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -5238972.000000 Penalty: 5228.829102
	Iteration 0F: 3 clusters Score -5238972 nChanged 17354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -5248676.000000 Penalty: 5228.829102
	Iteration 1F: 3 clusters Score -5248676 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -5249254.000000 Penalty: 5228.829102
	Iteration 2Q: 3 clusters Score -5249254 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -5249858.000000 Penalty: 5228.829102
	Iteration 3Q: 3 clusters Score -5249858 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -5250454.500000 Penalty: 5228.829102
	Iteration 4Q: 3 clusters Score -5250454 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -5251032.000000 Penalty: 5228.829102
	Iteration 5Q: 3 clusters Score -5251032 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -5251685.000000 Penalty: 5228.829102
	Iteration 6Q: 3 clusters Score -5251685 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -5252291.000000 Penalty: 5228.829102
	Iteration 7Q: 3 clusters Score -5252291 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -5253060.000000 Penalty: 5228.829102
	Iteration 8Q: 3 clusters Score -5253060 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -5253944.000000 Penalty: 5228.829102
	Iteration 9Q: 3 clusters Score -5253944 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -5254876.500000 Penalty: 5228.829102
	Iteration 10Q: 3 clusters Score -5254876 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -5255861.500000 Penalty: 5228.829102
	Iteration 11Q: 3 clusters Score -5255862 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -5256817.500000 Penalty: 5228.829102
	Iteration 12Q: 3 clusters Score -5256818 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -5257678.000000 Penalty: 5228.829102
	Iteration 13Q: 3 clusters Score -5257678 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -5258480.000000 Penalty: 5228.829102
	Iteration 14Q: 3 clusters Score -5258480 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -5259185.500000 Penalty: 5228.829102
	Iteration 15Q: 3 clusters Score -5259186 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -5259784.500000 Penalty: 5228.829102
	Iteration 16Q: 3 clusters Score -5259784 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -5260312.000000 Penalty: 5228.829102
	Iteration 17Q: 3 clusters Score -5260312 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -5260749.000000 Penalty: 5228.829102
	Iteration 18Q: 3 clusters Score -5260749 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -5261140.000000 Penalty: 5228.829102
	Iteration 19Q: 3 clusters Score -5261140 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5261461.500000 Penalty: 5228.829102
	Iteration 20F: 3 clusters Score -5261462 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5261748.000000 Penalty: 5228.829102
	Iteration 21Q: 3 clusters Score -5261748 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5261992.000000 Penalty: 5228.829102
	Iteration 22Q: 3 clusters Score -5261992 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5262213.500000 Penalty: 5228.829102
	Iteration 23Q: 3 clusters Score -5262214 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5262373.500000 Penalty: 5228.829102
	Iteration 24Q: 3 clusters Score -5262374 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5262509.000000 Penalty: 5228.829102
	Iteration 25Q: 3 clusters Score -5262509 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5262588.500000 Penalty: 5228.829102
	Iteration 26Q: 3 clusters Score -5262588 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5262636.500000 Penalty: 5228.829102
	Iteration 27Q: 3 clusters Score -5262636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5262671.500000 Penalty: 5228.829102
	Iteration 28Q: 3 clusters Score -5262672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5262703.000000 Penalty: 5228.829102
	Iteration 29Q: 3 clusters Score -5262703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5262724.500000 Penalty: 5228.829102
	Iteration 30Q: 3 clusters Score -5262724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5262750.500000 Penalty: 5228.829102
	Iteration 31Q: 3 clusters Score -5262750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5262777.500000 Penalty: 5228.829102
	Iteration 32Q: 3 clusters Score -5262778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5262783.000000 Penalty: 5228.829102
	Iteration 33Q: 3 clusters Score -5262783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5262783.000000 Penalty: 5228.829102
	Iteration 34Q: 3 clusters Score -5262783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5262796.500000 Penalty: 5228.829102
	Iteration 35Q: 3 clusters Score -5262796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5262793.500000 Penalty: 5228.829102
	Iteration 36Q: 3 clusters Score -5262794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5262794.000000 Penalty: 5228.829102
	Iteration 37Q: 3 clusters Score -5262794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5262794.000000 Penalty: 5228.829102
	Iteration 38Q: 3 clusters Score -5262794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5262794.500000 Penalty: 5228.829102
	Iteration 39Q: 3 clusters Score -5262794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5262791.500000 Penalty: 5228.829102
	Iteration 40F: 3 clusters Score -5262792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5262797.000000 Penalty: 5228.829102
	Iteration 41Q: 3 clusters Score -5262797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5262800.000000 Penalty: 5228.829102
	Iteration 42Q: 3 clusters Score -5262800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5262798.000000 Penalty: 5228.829102
	Iteration 43Q: 3 clusters Score -5262798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5262805.000000 Penalty: 5228.829102
	Iteration 44Q: 3 clusters Score -5262805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5262806.000000 Penalty: 5228.829102
	Iteration 45Q: 3 clusters Score -5262806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5262804.000000 Penalty: 5228.829102
	Iteration 46Q: 3 clusters Score -5262804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5262809.000000 Penalty: 5228.829102
	Iteration 47Q: 3 clusters Score -5262809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5262816.000000 Penalty: 5228.829102
	Iteration 48Q: 3 clusters Score -5262816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5262815.000000 Penalty: 5228.829102
	Iteration 49Q: 3 clusters Score -5262815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5262815.500000 Penalty: 5228.829102
	Iteration 50Q: 3 clusters Score -5262816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5262822.000000 Penalty: 5228.829102
	Iteration 51Q: 3 clusters Score -5262822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5262825.500000 Penalty: 5228.829102
	Iteration 52Q: 3 clusters Score -5262826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5262828.500000 Penalty: 5228.829102
	Iteration 53Q: 3 clusters Score -5262828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5262822.500000 Penalty: 5228.829102
	Iteration 54Q: 3 clusters Score -5262822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5262824.000000 Penalty: 5228.829102
	Iteration 55Q: 3 clusters Score -5262824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5262822.500000 Penalty: 5228.829102
	Iteration 56Q: 3 clusters Score -5262822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5262826.500000 Penalty: 5228.829102
	Iteration 57Q: 3 clusters Score -5262826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5262827.000000 Penalty: 5228.829102
	Iteration 58Q: 3 clusters Score -5262827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5262829.500000 Penalty: 5228.829102
	Iteration 59Q: 3 clusters Score -5262830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5262828.000000 Penalty: 5228.829102
	Iteration 60F: 3 clusters Score -5262828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5262835.000000 Penalty: 5228.829102
	Iteration 61Q: 3 clusters Score -5262835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5262833.000000 Penalty: 5228.829102
	Iteration 62Q: 3 clusters Score -5262833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5262832.500000 Penalty: 5228.829102
	Iteration 63Q: 3 clusters Score -5262832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5262833.500000 Penalty: 5228.829102
	Iteration 64Q: 3 clusters Score -5262834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5262833.500000 Penalty: 5228.829102
	Iteration 65Q: 3 clusters Score -5262834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5262836.500000 Penalty: 5228.829102
	Iteration 66Q: 3 clusters Score -5262836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5262834.000000 Penalty: 5228.829102
	Iteration 67Q: 3 clusters Score -5262834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5262836.000000 Penalty: 5228.829102
	Iteration 68Q: 3 clusters Score -5262836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5262841.500000 Penalty: 5228.829102
	Iteration 69Q: 3 clusters Score -5262842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5262841.500000 Penalty: 5228.829102
	Iteration 70F: 3 clusters Score -5262842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Entering Unmasked Estep 
Score: -956776.000000 Penalty: 2209.490234
	Iteration 0F: 2 clusters Score -956776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -950752.625000 Penalty: 4418.980469
	Iteration 0F: 3 clusters Score -950752.6 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -952607.750000 Penalty: 4418.980469
	Iteration 1F: 3 clusters Score -952607.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -953307.000000 Penalty: 4418.980469
	Iteration 2F: 3 clusters Score -953307 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -954163.812500 Penalty: 4418.980469
	Iteration 3F: 3 clusters Score -954163.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -955129.562500 Penalty: 4418.980469
	Iteration 4F: 3 clusters Score -955129.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -956020.625000 Penalty: 4418.980469
	Iteration 5F: 3 clusters Score -956020.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -956666.625000 Penalty: 4418.980469
	Iteration 6F: 3 clusters Score -956666.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -956936.062500 Penalty: 4418.980469
	Iteration 7Q: 3 clusters Score -956936.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -957069.937500 Penalty: 4418.980469
	Iteration 8Q: 3 clusters Score -957069.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -957157.500000 Penalty: 4418.980469
	Iteration 9Q: 3 clusters Score -957157.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -957205.437500 Penalty: 4418.980469
	Iteration 10Q: 3 clusters Score -957205.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -957244.375000 Penalty: 4418.980469
	Iteration 11Q: 3 clusters Score -957244.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -957263.312500 Penalty: 4418.980469
	Iteration 12Q: 3 clusters Score -957263.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -957277.937500 Penalty: 4418.980469
	Iteration 13Q: 3 clusters Score -957277.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -957284.500000 Penalty: 4418.980469
	Iteration 14Q: 3 clusters Score -957284.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -957288.687500 Penalty: 4418.980469
	Iteration 15Q: 3 clusters Score -957288.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -957288.812500 Penalty: 4418.980469
	Iteration 16Q: 3 clusters Score -957288.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -957288.312500 Penalty: 4418.980469
	Iteration 17Q: 3 clusters Score -957288.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -957288.312500 Penalty: 4418.980469
	Iteration 18F: 3 clusters Score -957288.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 21330 members 
Mstep: Class 4 contains 7933 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 47979 members 
Mstep: Class 7 contains 88254 members 
Mstep: Class 8 contains 13517 members 
Mstep: Class 9 contains 1628 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 26728 members 
Mstep: Class 12 contains 166061 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9748 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 38389 members 
Mstep: Class 18 contains 16959 members 
Mstep: Class 19 contains 18473 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 17079 members 
Mstep: Class 22 contains 37873 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 159538 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 16429 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9244 members 
Mstep: Class 30 contains 19550 members 
Mstep: Class 31 contains 1015 members 
Mstep: Class 32 contains 4470 members 
Mstep: Class 33 contains 563 members 
Mstep: Class 34 contains 4206 members 
Entering Unmasked Estep 
Score: -100911496.000000 Penalty: 114218.242188
Splitting cluster 23 changes total score from -100910696.000000 to -100911496.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 24 (159538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159538 members 
Entering Unmasked Estep 
Score: -21839132.000000 Penalty: 2971.049316
	Iteration 0F: 2 clusters Score -2.183913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79650 members 
Mstep: Class 2 contains 79888 members 
Entering Unmasked Estep 
Score: -21735876.000000 Penalty: 5942.098633
	Iteration 0F: 3 clusters Score -2.173588e+07 nChanged 76123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79773 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -21780436.000000 Penalty: 5942.098633
	Iteration 1F: 3 clusters Score -2.178044e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -21782042.000000 Penalty: 5942.098633
	Iteration 2Q: 3 clusters Score -2.178204e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81321 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -21784198.000000 Penalty: 5942.098633
	Iteration 3Q: 3 clusters Score -2.17842e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82949 members 
Mstep: Class 2 contains 76589 members 
Entering Unmasked Estep 
Score: -21787204.000000 Penalty: 5942.098633
	Iteration 4Q: 3 clusters Score -2.17872e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85301 members 
Mstep: Class 2 contains 74237 members 
Entering Unmasked Estep 
Score: -21791276.000000 Penalty: 5942.098633
	Iteration 5F: 3 clusters Score -2.179128e+07 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88189 members 
Mstep: Class 2 contains 71349 members 
Entering Unmasked Estep 
Score: -21795762.000000 Penalty: 5942.098633
	Iteration 6F: 3 clusters Score -2.179576e+07 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91494 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -21800420.000000 Penalty: 5942.098633
	Iteration 7F: 3 clusters Score -2.180042e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94754 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -21804094.000000 Penalty: 5942.098633
	Iteration 8F: 3 clusters Score -2.180409e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97980 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -21806596.000000 Penalty: 5942.098633
	Iteration 9Q: 3 clusters Score -2.18066e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101235 members 
Mstep: Class 2 contains 58303 members 
Entering Unmasked Estep 
Score: -21808146.000000 Penalty: 5942.098633
	Iteration 10Q: 3 clusters Score -2.180815e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104727 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -21809396.000000 Penalty: 5942.098633
	Iteration 11Q: 3 clusters Score -2.18094e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108368 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -21810544.000000 Penalty: 5942.098633
	Iteration 12Q: 3 clusters Score -2.181054e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112396 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -21811832.000000 Penalty: 5942.098633
	Iteration 13Q: 3 clusters Score -2.181183e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116887 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -21813278.000000 Penalty: 5942.098633
	Iteration 14Q: 3 clusters Score -2.181328e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121993 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -21815106.000000 Penalty: 5942.098633
	Iteration 15Q: 3 clusters Score -2.181511e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127570 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -21817572.000000 Penalty: 5942.098633
	Iteration 16Q: 3 clusters Score -2.181757e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133649 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -21820544.000000 Penalty: 5942.098633
	Iteration 17Q: 3 clusters Score -2.182054e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139810 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -21824060.000000 Penalty: 5942.098633
	Iteration 18Q: 3 clusters Score -2.182406e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145552 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -21827586.000000 Penalty: 5942.098633
	Iteration 19Q: 3 clusters Score -2.182759e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150454 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -21830810.000000 Penalty: 5942.098633
	Iteration 20F: 3 clusters Score -2.183081e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154078 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -21833422.000000 Penalty: 5942.098633
	Iteration 21Q: 3 clusters Score -2.183342e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156431 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -21834834.000000 Penalty: 5942.098633
	Iteration 22Q: 3 clusters Score -2.183483e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157696 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -21835694.000000 Penalty: 5942.098633
	Iteration 23Q: 3 clusters Score -2.183569e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158359 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -21836278.000000 Penalty: 5942.098633
	Iteration 24Q: 3 clusters Score -2.183628e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158665 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -21836558.000000 Penalty: 5942.098633
	Iteration 25Q: 3 clusters Score -2.183656e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158814 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -21836666.000000 Penalty: 5942.098633
	Iteration 26Q: 3 clusters Score -2.183667e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158886 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -21836696.000000 Penalty: 5942.098633
	Iteration 27Q: 3 clusters Score -2.18367e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158939 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -21836744.000000 Penalty: 5942.098633
	Iteration 28Q: 3 clusters Score -2.183674e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158972 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -21836772.000000 Penalty: 5942.098633
	Iteration 29Q: 3 clusters Score -2.183677e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158988 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -21836766.000000 Penalty: 5942.098633
	Iteration 30Q: 3 clusters Score -2.183677e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159004 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -21836776.000000 Penalty: 5942.098633
	Iteration 31Q: 3 clusters Score -2.183678e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159016 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -21836790.000000 Penalty: 5942.098633
	Iteration 32Q: 3 clusters Score -2.183679e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159027 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -21836796.000000 Penalty: 5942.098633
	Iteration 33Q: 3 clusters Score -2.18368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159036 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -21836798.000000 Penalty: 5942.098633
	Iteration 34Q: 3 clusters Score -2.18368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159038 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -21836808.000000 Penalty: 5942.098633
	Iteration 35Q: 3 clusters Score -2.183681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159038 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -21836802.000000 Penalty: 5942.098633
	Iteration 36Q: 3 clusters Score -2.18368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159038 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -21836808.000000 Penalty: 5942.098633
	Iteration 37Q: 3 clusters Score -2.183681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159037 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -21836800.000000 Penalty: 5942.098633
	Iteration 38Q: 3 clusters Score -2.18368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159037 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -21836800.000000 Penalty: 5942.098633
	Iteration 39F: 3 clusters Score -2.18368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -83163.265625 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -83163.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81502.406250 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -81502.41 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -81948.164062 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -81948.16 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -82271.226562 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -82271.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -82389.312500 Penalty: 3234.958008
	Iteration 3F: 3 clusters Score -82389.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -82477.140625 Penalty: 3234.958008
	Iteration 4Q: 3 clusters Score -82477.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -82527.953125 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -82527.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -82557.609375 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -82557.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -82571.210938 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -82571.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -82577.390625 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -82577.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -82580.718750 Penalty: 3234.958008
	Iteration 9Q: 3 clusters Score -82580.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -82581.460938 Penalty: 3234.958008
	Iteration 10Q: 3 clusters Score -82581.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -82581.460938 Penalty: 3234.958008
	Iteration 11F: 3 clusters Score -82581.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Entering Unmasked Estep 
Score: -637308.812500 Penalty: 2108.717041
	Iteration 0F: 2 clusters Score -637308.8 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 2406 members 
Entering Unmasked Estep 
Score: -632819.062500 Penalty: 4217.434082
	Iteration 0F: 3 clusters Score -632819.1 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -633867.000000 Penalty: 4217.434082
	Iteration 1F: 3 clusters Score -633867 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -634068.875000 Penalty: 4217.434082
	Iteration 2F: 3 clusters Score -634068.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -634193.812500 Penalty: 4217.434082
	Iteration 3Q: 3 clusters Score -634193.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -634272.125000 Penalty: 4217.434082
	Iteration 4Q: 3 clusters Score -634272.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -634341.875000 Penalty: 4217.434082
	Iteration 5Q: 3 clusters Score -634341.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -634405.500000 Penalty: 4217.434082
	Iteration 6Q: 3 clusters Score -634405.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -634460.312500 Penalty: 4217.434082
	Iteration 7Q: 3 clusters Score -634460.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -634506.437500 Penalty: 4217.434082
	Iteration 8Q: 3 clusters Score -634506.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -634541.625000 Penalty: 4217.434082
	Iteration 9Q: 3 clusters Score -634541.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -634575.687500 Penalty: 4217.434082
	Iteration 10Q: 3 clusters Score -634575.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -634607.625000 Penalty: 4217.434082
	Iteration 11Q: 3 clusters Score -634607.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -634629.812500 Penalty: 4217.434082
	Iteration 12Q: 3 clusters Score -634629.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -634649.437500 Penalty: 4217.434082
	Iteration 13Q: 3 clusters Score -634649.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -634668.437500 Penalty: 4217.434082
	Iteration 14Q: 3 clusters Score -634668.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -634686.750000 Penalty: 4217.434082
	Iteration 15Q: 3 clusters Score -634686.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -634704.375000 Penalty: 4217.434082
	Iteration 16Q: 3 clusters Score -634704.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -634724.937500 Penalty: 4217.434082
	Iteration 17Q: 3 clusters Score -634724.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -634746.937500 Penalty: 4217.434082
	Iteration 18Q: 3 clusters Score -634746.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -634761.000000 Penalty: 4217.434082
	Iteration 19Q: 3 clusters Score -634761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -634769.937500 Penalty: 4217.434082
	Iteration 20F: 3 clusters Score -634769.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -634783.375000 Penalty: 4217.434082
	Iteration 21Q: 3 clusters Score -634783.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -634801.125000 Penalty: 4217.434082
	Iteration 22Q: 3 clusters Score -634801.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -634811.937500 Penalty: 4217.434082
	Iteration 23Q: 3 clusters Score -634811.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -634826.750000 Penalty: 4217.434082
	Iteration 24Q: 3 clusters Score -634826.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -634836.687500 Penalty: 4217.434082
	Iteration 25Q: 3 clusters Score -634836.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -634846.625000 Penalty: 4217.434082
	Iteration 26Q: 3 clusters Score -634846.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -634857.937500 Penalty: 4217.434082
	Iteration 27Q: 3 clusters Score -634857.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -634870.750000 Penalty: 4217.434082
	Iteration 28Q: 3 clusters Score -634870.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -634885.625000 Penalty: 4217.434082
	Iteration 29Q: 3 clusters Score -634885.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -634895.562500 Penalty: 4217.434082
	Iteration 30Q: 3 clusters Score -634895.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -634907.875000 Penalty: 4217.434082
	Iteration 31Q: 3 clusters Score -634907.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -634917.062500 Penalty: 4217.434082
	Iteration 32Q: 3 clusters Score -634917.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -634926.937500 Penalty: 4217.434082
	Iteration 33Q: 3 clusters Score -634926.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -634942.000000 Penalty: 4217.434082
	Iteration 34Q: 3 clusters Score -634942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -634961.562500 Penalty: 4217.434082
	Iteration 35Q: 3 clusters Score -634961.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -634978.187500 Penalty: 4217.434082
	Iteration 36Q: 3 clusters Score -634978.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -634991.750000 Penalty: 4217.434082
	Iteration 37Q: 3 clusters Score -634991.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -635007.812500 Penalty: 4217.434082
	Iteration 38Q: 3 clusters Score -635007.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -635023.437500 Penalty: 4217.434082
	Iteration 39Q: 3 clusters Score -635023.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -635045.000000 Penalty: 4217.434082
	Iteration 40F: 3 clusters Score -635045 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -635061.937500 Penalty: 4217.434082
	Iteration 41Q: 3 clusters Score -635061.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -635080.437500 Penalty: 4217.434082
	Iteration 42Q: 3 clusters Score -635080.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -635096.062500 Penalty: 4217.434082
	Iteration 43Q: 3 clusters Score -635096.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -635109.500000 Penalty: 4217.434082
	Iteration 44Q: 3 clusters Score -635109.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -635126.000000 Penalty: 4217.434082
	Iteration 45Q: 3 clusters Score -635126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -635142.750000 Penalty: 4217.434082
	Iteration 46Q: 3 clusters Score -635142.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -635162.875000 Penalty: 4217.434082
	Iteration 47Q: 3 clusters Score -635162.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -635181.750000 Penalty: 4217.434082
	Iteration 48Q: 3 clusters Score -635181.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -635201.125000 Penalty: 4217.434082
	Iteration 49Q: 3 clusters Score -635201.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -635217.187500 Penalty: 4217.434082
	Iteration 50Q: 3 clusters Score -635217.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -635230.125000 Penalty: 4217.434082
	Iteration 51Q: 3 clusters Score -635230.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -635245.437500 Penalty: 4217.434082
	Iteration 52Q: 3 clusters Score -635245.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -635254.062500 Penalty: 4217.434082
	Iteration 53Q: 3 clusters Score -635254.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -635267.312500 Penalty: 4217.434082
	Iteration 54Q: 3 clusters Score -635267.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -635277.812500 Penalty: 4217.434082
	Iteration 55Q: 3 clusters Score -635277.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -635283.437500 Penalty: 4217.434082
	Iteration 56Q: 3 clusters Score -635283.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -635289.812500 Penalty: 4217.434082
	Iteration 57Q: 3 clusters Score -635289.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -635295.812500 Penalty: 4217.434082
	Iteration 58Q: 3 clusters Score -635295.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -635307.437500 Penalty: 4217.434082
	Iteration 59Q: 3 clusters Score -635307.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -635320.312500 Penalty: 4217.434082
	Iteration 60F: 3 clusters Score -635320.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -635332.312500 Penalty: 4217.434082
	Iteration 61Q: 3 clusters Score -635332.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -635344.750000 Penalty: 4217.434082
	Iteration 62Q: 3 clusters Score -635344.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -635354.812500 Penalty: 4217.434082
	Iteration 63Q: 3 clusters Score -635354.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -635367.375000 Penalty: 4217.434082
	Iteration 64Q: 3 clusters Score -635367.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -635370.000000 Penalty: 4217.434082
	Iteration 65Q: 3 clusters Score -635370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -635376.375000 Penalty: 4217.434082
	Iteration 66Q: 3 clusters Score -635376.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -635379.187500 Penalty: 4217.434082
	Iteration 67Q: 3 clusters Score -635379.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -635383.500000 Penalty: 4217.434082
	Iteration 68Q: 3 clusters Score -635383.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -635387.437500 Penalty: 4217.434082
	Iteration 69Q: 3 clusters Score -635387.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -635389.625000 Penalty: 4217.434082
	Iteration 70Q: 3 clusters Score -635389.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -635393.500000 Penalty: 4217.434082
	Iteration 71Q: 3 clusters Score -635393.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -635395.875000 Penalty: 4217.434082
	Iteration 72Q: 3 clusters Score -635395.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -635403.875000 Penalty: 4217.434082
	Iteration 73Q: 3 clusters Score -635403.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -635410.312500 Penalty: 4217.434082
	Iteration 74Q: 3 clusters Score -635410.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -635414.687500 Penalty: 4217.434082
	Iteration 75Q: 3 clusters Score -635414.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -635420.875000 Penalty: 4217.434082
	Iteration 76Q: 3 clusters Score -635420.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -635426.125000 Penalty: 4217.434082
	Iteration 77Q: 3 clusters Score -635426.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -635430.750000 Penalty: 4217.434082
	Iteration 78Q: 3 clusters Score -635430.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -635435.125000 Penalty: 4217.434082
	Iteration 79Q: 3 clusters Score -635435.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -635436.750000 Penalty: 4217.434082
	Iteration 80F: 3 clusters Score -635436.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -635439.062500 Penalty: 4217.434082
	Iteration 81Q: 3 clusters Score -635439.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -635443.750000 Penalty: 4217.434082
	Iteration 82Q: 3 clusters Score -635443.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -635448.250000 Penalty: 4217.434082
	Iteration 83Q: 3 clusters Score -635448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -635452.437500 Penalty: 4217.434082
	Iteration 84Q: 3 clusters Score -635452.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -635455.750000 Penalty: 4217.434082
	Iteration 85Q: 3 clusters Score -635455.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -635459.875000 Penalty: 4217.434082
	Iteration 86Q: 3 clusters Score -635459.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -635464.625000 Penalty: 4217.434082
	Iteration 87Q: 3 clusters Score -635464.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -635470.312500 Penalty: 4217.434082
	Iteration 88Q: 3 clusters Score -635470.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -635475.937500 Penalty: 4217.434082
	Iteration 89Q: 3 clusters Score -635475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -635477.562500 Penalty: 4217.434082
	Iteration 90Q: 3 clusters Score -635477.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -635481.375000 Penalty: 4217.434082
	Iteration 91Q: 3 clusters Score -635481.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -635483.062500 Penalty: 4217.434082
	Iteration 92Q: 3 clusters Score -635483.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -635485.812500 Penalty: 4217.434082
	Iteration 93Q: 3 clusters Score -635485.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -635486.000000 Penalty: 4217.434082
	Iteration 94Q: 3 clusters Score -635486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -635486.000000 Penalty: 4217.434082
	Iteration 95F: 3 clusters Score -635486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Entering Unmasked Estep 
Score: -2156995.750000 Penalty: 2407.287109
	Iteration 0F: 2 clusters Score -2156996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2145203.000000 Penalty: 4814.574219
	Iteration 0F: 3 clusters Score -2145203 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2149624.750000 Penalty: 4814.574219
	Iteration 1F: 3 clusters Score -2149625 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2150650.000000 Penalty: 4814.574219
	Iteration 2F: 3 clusters Score -2150650 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2151703.000000 Penalty: 4814.574219
	Iteration 3F: 3 clusters Score -2151703 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2152559.500000 Penalty: 4814.574219
	Iteration 4F: 3 clusters Score -2152560 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2153143.250000 Penalty: 4814.574219
	Iteration 5F: 3 clusters Score -2153143 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2153491.000000 Penalty: 4814.574219
	Iteration 6Q: 3 clusters Score -2153491 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2153711.750000 Penalty: 4814.574219
	Iteration 7Q: 3 clusters Score -2153712 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2153859.750000 Penalty: 4814.574219
	Iteration 8Q: 3 clusters Score -2153860 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2153971.250000 Penalty: 4814.574219
	Iteration 9Q: 3 clusters Score -2153971 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2154039.500000 Penalty: 4814.574219
	Iteration 10Q: 3 clusters Score -2154040 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2154101.250000 Penalty: 4814.574219
	Iteration 11Q: 3 clusters Score -2154101 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2154147.000000 Penalty: 4814.574219
	Iteration 12Q: 3 clusters Score -2154147 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2154187.750000 Penalty: 4814.574219
	Iteration 13Q: 3 clusters Score -2154188 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2154223.500000 Penalty: 4814.574219
	Iteration 14Q: 3 clusters Score -2154224 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2154264.250000 Penalty: 4814.574219
	Iteration 15Q: 3 clusters Score -2154264 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2154306.250000 Penalty: 4814.574219
	Iteration 16Q: 3 clusters Score -2154306 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2154333.500000 Penalty: 4814.574219
	Iteration 17Q: 3 clusters Score -2154334 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2154357.750000 Penalty: 4814.574219
	Iteration 18Q: 3 clusters Score -2154358 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2154389.000000 Penalty: 4814.574219
	Iteration 19Q: 3 clusters Score -2154389 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2154407.000000 Penalty: 4814.574219
	Iteration 20F: 3 clusters Score -2154407 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2154428.250000 Penalty: 4814.574219
	Iteration 21Q: 3 clusters Score -2154428 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2154461.250000 Penalty: 4814.574219
	Iteration 22Q: 3 clusters Score -2154461 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2154493.750000 Penalty: 4814.574219
	Iteration 23Q: 3 clusters Score -2154494 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2154523.750000 Penalty: 4814.574219
	Iteration 24Q: 3 clusters Score -2154524 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2154550.000000 Penalty: 4814.574219
	Iteration 25Q: 3 clusters Score -2154550 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2154573.750000 Penalty: 4814.574219
	Iteration 26Q: 3 clusters Score -2154574 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2154614.750000 Penalty: 4814.574219
	Iteration 27Q: 3 clusters Score -2154615 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2154638.500000 Penalty: 4814.574219
	Iteration 28Q: 3 clusters Score -2154638 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2154665.250000 Penalty: 4814.574219
	Iteration 29Q: 3 clusters Score -2154665 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2154713.750000 Penalty: 4814.574219
	Iteration 30Q: 3 clusters Score -2154714 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2154787.250000 Penalty: 4814.574219
	Iteration 31Q: 3 clusters Score -2154787 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2154838.750000 Penalty: 4814.574219
	Iteration 32Q: 3 clusters Score -2154839 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2154887.000000 Penalty: 4814.574219
	Iteration 33Q: 3 clusters Score -2154887 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2154920.500000 Penalty: 4814.574219
	Iteration 34Q: 3 clusters Score -2154920 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2154960.500000 Penalty: 4814.574219
	Iteration 35Q: 3 clusters Score -2154960 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2154986.750000 Penalty: 4814.574219
	Iteration 36Q: 3 clusters Score -2154987 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2155018.750000 Penalty: 4814.574219
	Iteration 37Q: 3 clusters Score -2155019 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2155039.750000 Penalty: 4814.574219
	Iteration 38Q: 3 clusters Score -2155040 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2155059.750000 Penalty: 4814.574219
	Iteration 39Q: 3 clusters Score -2155060 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2155074.750000 Penalty: 4814.574219
	Iteration 40F: 3 clusters Score -2155075 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2155097.250000 Penalty: 4814.574219
	Iteration 41Q: 3 clusters Score -2155097 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2155112.500000 Penalty: 4814.574219
	Iteration 42Q: 3 clusters Score -2155112 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2155134.500000 Penalty: 4814.574219
	Iteration 43Q: 3 clusters Score -2155134 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2155148.500000 Penalty: 4814.574219
	Iteration 44Q: 3 clusters Score -2155148 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2155161.500000 Penalty: 4814.574219
	Iteration 45Q: 3 clusters Score -2155162 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2155176.500000 Penalty: 4814.574219
	Iteration 46Q: 3 clusters Score -2155176 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2155193.250000 Penalty: 4814.574219
	Iteration 47Q: 3 clusters Score -2155193 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2155206.500000 Penalty: 4814.574219
	Iteration 48Q: 3 clusters Score -2155206 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2155216.500000 Penalty: 4814.574219
	Iteration 49Q: 3 clusters Score -2155216 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2155227.500000 Penalty: 4814.574219
	Iteration 50Q: 3 clusters Score -2155228 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2155232.500000 Penalty: 4814.574219
	Iteration 51Q: 3 clusters Score -2155232 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2155243.750000 Penalty: 4814.574219
	Iteration 52Q: 3 clusters Score -2155244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2155251.750000 Penalty: 4814.574219
	Iteration 53Q: 3 clusters Score -2155252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2155264.500000 Penalty: 4814.574219
	Iteration 54Q: 3 clusters Score -2155264 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2155275.500000 Penalty: 4814.574219
	Iteration 55Q: 3 clusters Score -2155276 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2155286.750000 Penalty: 4814.574219
	Iteration 56Q: 3 clusters Score -2155287 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2155292.500000 Penalty: 4814.574219
	Iteration 57Q: 3 clusters Score -2155292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2155298.250000 Penalty: 4814.574219
	Iteration 58Q: 3 clusters Score -2155298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2155304.000000 Penalty: 4814.574219
	Iteration 59Q: 3 clusters Score -2155304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2155312.000000 Penalty: 4814.574219
	Iteration 60F: 3 clusters Score -2155312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2155318.250000 Penalty: 4814.574219
	Iteration 61Q: 3 clusters Score -2155318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2155326.000000 Penalty: 4814.574219
	Iteration 62Q: 3 clusters Score -2155326 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2155326.250000 Penalty: 4814.574219
	Iteration 63Q: 3 clusters Score -2155326 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2155339.750000 Penalty: 4814.574219
	Iteration 64Q: 3 clusters Score -2155340 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2155351.000000 Penalty: 4814.574219
	Iteration 65Q: 3 clusters Score -2155351 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2155361.500000 Penalty: 4814.574219
	Iteration 66Q: 3 clusters Score -2155362 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2155367.750000 Penalty: 4814.574219
	Iteration 67Q: 3 clusters Score -2155368 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2155370.750000 Penalty: 4814.574219
	Iteration 68Q: 3 clusters Score -2155371 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2155377.250000 Penalty: 4814.574219
	Iteration 69Q: 3 clusters Score -2155377 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2155388.000000 Penalty: 4814.574219
	Iteration 70Q: 3 clusters Score -2155388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2155392.750000 Penalty: 4814.574219
	Iteration 71Q: 3 clusters Score -2155393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2155397.500000 Penalty: 4814.574219
	Iteration 72Q: 3 clusters Score -2155398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2155399.750000 Penalty: 4814.574219
	Iteration 73Q: 3 clusters Score -2155400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2155410.500000 Penalty: 4814.574219
	Iteration 74Q: 3 clusters Score -2155410 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2155418.250000 Penalty: 4814.574219
	Iteration 75Q: 3 clusters Score -2155418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2155421.750000 Penalty: 4814.574219
	Iteration 76Q: 3 clusters Score -2155422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2155432.750000 Penalty: 4814.574219
	Iteration 77Q: 3 clusters Score -2155433 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2155441.250000 Penalty: 4814.574219
	Iteration 78Q: 3 clusters Score -2155441 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2155452.000000 Penalty: 4814.574219
	Iteration 79Q: 3 clusters Score -2155452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2155452.250000 Penalty: 4814.574219
	Iteration 80F: 3 clusters Score -2155452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2155465.750000 Penalty: 4814.574219
	Iteration 81Q: 3 clusters Score -2155466 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2155478.250000 Penalty: 4814.574219
	Iteration 82Q: 3 clusters Score -2155478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2155481.250000 Penalty: 4814.574219
	Iteration 83Q: 3 clusters Score -2155481 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2155489.250000 Penalty: 4814.574219
	Iteration 84Q: 3 clusters Score -2155489 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2155495.750000 Penalty: 4814.574219
	Iteration 85Q: 3 clusters Score -2155496 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2155503.250000 Penalty: 4814.574219
	Iteration 86Q: 3 clusters Score -2155503 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2155529.500000 Penalty: 4814.574219
	Iteration 87Q: 3 clusters Score -2155530 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2155540.750000 Penalty: 4814.574219
	Iteration 88Q: 3 clusters Score -2155541 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2155547.750000 Penalty: 4814.574219
	Iteration 89Q: 3 clusters Score -2155548 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2155560.500000 Penalty: 4814.574219
	Iteration 90Q: 3 clusters Score -2155560 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2155573.250000 Penalty: 4814.574219
	Iteration 91Q: 3 clusters Score -2155573 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2155583.000000 Penalty: 4814.574219
	Iteration 92Q: 3 clusters Score -2155583 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2155594.000000 Penalty: 4814.574219
	Iteration 93Q: 3 clusters Score -2155594 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2155599.000000 Penalty: 4814.574219
	Iteration 94Q: 3 clusters Score -2155599 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2155604.750000 Penalty: 4814.574219
	Iteration 95Q: 3 clusters Score -2155605 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2155624.750000 Penalty: 4814.574219
	Iteration 96Q: 3 clusters Score -2155625 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2155632.500000 Penalty: 4814.574219
	Iteration 97Q: 3 clusters Score -2155632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2155641.000000 Penalty: 4814.574219
	Iteration 98Q: 3 clusters Score -2155641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2155646.750000 Penalty: 4814.574219
	Iteration 99Q: 3 clusters Score -2155647 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2155650.250000 Penalty: 4814.574219
	Iteration 100F: 3 clusters Score -2155650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2155659.250000 Penalty: 4814.574219
	Iteration 101Q: 3 clusters Score -2155659 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2155658.000000 Penalty: 4814.574219
	Iteration 102Q: 3 clusters Score -2155658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2155662.750000 Penalty: 4814.574219
	Iteration 103Q: 3 clusters Score -2155663 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2155672.000000 Penalty: 4814.574219
	Iteration 104Q: 3 clusters Score -2155672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2155678.750000 Penalty: 4814.574219
	Iteration 105Q: 3 clusters Score -2155679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2155685.500000 Penalty: 4814.574219
	Iteration 106Q: 3 clusters Score -2155686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2155690.000000 Penalty: 4814.574219
	Iteration 107Q: 3 clusters Score -2155690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2155697.000000 Penalty: 4814.574219
	Iteration 108Q: 3 clusters Score -2155697 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2155704.750000 Penalty: 4814.574219
	Iteration 109Q: 3 clusters Score -2155705 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2155712.750000 Penalty: 4814.574219
	Iteration 110Q: 3 clusters Score -2155713 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2155720.250000 Penalty: 4814.574219
	Iteration 111Q: 3 clusters Score -2155720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2155722.500000 Penalty: 4814.574219
	Iteration 112Q: 3 clusters Score -2155722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2155727.000000 Penalty: 4814.574219
	Iteration 113Q: 3 clusters Score -2155727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2155732.250000 Penalty: 4814.574219
	Iteration 114Q: 3 clusters Score -2155732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2155735.250000 Penalty: 4814.574219
	Iteration 115Q: 3 clusters Score -2155735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2155734.500000 Penalty: 4814.574219
	Iteration 116Q: 3 clusters Score -2155734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2155742.250000 Penalty: 4814.574219
	Iteration 117Q: 3 clusters Score -2155742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2155748.250000 Penalty: 4814.574219
	Iteration 118Q: 3 clusters Score -2155748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2155753.750000 Penalty: 4814.574219
	Iteration 119Q: 3 clusters Score -2155754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2155753.000000 Penalty: 4814.574219
	Iteration 120F: 3 clusters Score -2155753 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2155757.500000 Penalty: 4814.574219
	Iteration 121Q: 3 clusters Score -2155758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2155760.000000 Penalty: 4814.574219
	Iteration 122Q: 3 clusters Score -2155760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2155761.500000 Penalty: 4814.574219
	Iteration 123Q: 3 clusters Score -2155762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2155757.750000 Penalty: 4814.574219
	Iteration 124Q: 3 clusters Score -2155758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2155759.750000 Penalty: 4814.574219
	Iteration 125Q: 3 clusters Score -2155760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2155762.000000 Penalty: 4814.574219
	Iteration 126Q: 3 clusters Score -2155762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2155761.750000 Penalty: 4814.574219
	Iteration 127Q: 3 clusters Score -2155762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2155767.250000 Penalty: 4814.574219
	Iteration 128Q: 3 clusters Score -2155767 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2155766.250000 Penalty: 4814.574219
	Iteration 129Q: 3 clusters Score -2155766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2155770.750000 Penalty: 4814.574219
	Iteration 130Q: 3 clusters Score -2155771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2155770.250000 Penalty: 4814.574219
	Iteration 131Q: 3 clusters Score -2155770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2155769.000000 Penalty: 4814.574219
	Iteration 132Q: 3 clusters Score -2155769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2155768.250000 Penalty: 4814.574219
	Iteration 133Q: 3 clusters Score -2155768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2155777.250000 Penalty: 4814.574219
	Iteration 134Q: 3 clusters Score -2155777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2155781.500000 Penalty: 4814.574219
	Iteration 135Q: 3 clusters Score -2155782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2155781.250000 Penalty: 4814.574219
	Iteration 136Q: 3 clusters Score -2155781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2155786.750000 Penalty: 4814.574219
	Iteration 137Q: 3 clusters Score -2155787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2155791.500000 Penalty: 4814.574219
	Iteration 138Q: 3 clusters Score -2155792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2155793.500000 Penalty: 4814.574219
	Iteration 139Q: 3 clusters Score -2155794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2155794.000000 Penalty: 4814.574219
	Iteration 140F: 3 clusters Score -2155794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2155803.000000 Penalty: 4814.574219
	Iteration 141Q: 3 clusters Score -2155803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2155794.750000 Penalty: 4814.574219
	Iteration 142Q: 3 clusters Score -2155795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2155804.500000 Penalty: 4814.574219
	Iteration 143Q: 3 clusters Score -2155804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2155807.750000 Penalty: 4814.574219
	Iteration 144Q: 3 clusters Score -2155808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2155806.250000 Penalty: 4814.574219
	Iteration 145Q: 3 clusters Score -2155806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2155809.000000 Penalty: 4814.574219
	Iteration 146Q: 3 clusters Score -2155809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2155811.500000 Penalty: 4814.574219
	Iteration 147Q: 3 clusters Score -2155812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2155813.500000 Penalty: 4814.574219
	Iteration 148Q: 3 clusters Score -2155814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2155812.250000 Penalty: 4814.574219
	Iteration 149Q: 3 clusters Score -2155812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2155814.000000 Penalty: 4814.574219
	Iteration 150Q: 3 clusters Score -2155814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2155819.000000 Penalty: 4814.574219
	Iteration 151Q: 3 clusters Score -2155819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2155817.250000 Penalty: 4814.574219
	Iteration 152Q: 3 clusters Score -2155817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2155816.500000 Penalty: 4814.574219
	Iteration 153Q: 3 clusters Score -2155816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2155819.000000 Penalty: 4814.574219
	Iteration 154Q: 3 clusters Score -2155819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2155816.250000 Penalty: 4814.574219
	Iteration 155Q: 3 clusters Score -2155816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2155817.500000 Penalty: 4814.574219
	Iteration 156Q: 3 clusters Score -2155818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2155817.500000 Penalty: 4814.574219
	Iteration 157Q: 3 clusters Score -2155818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2155815.000000 Penalty: 4814.574219
	Iteration 158Q: 3 clusters Score -2155815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2155815.750000 Penalty: 4814.574219
	Iteration 159Q: 3 clusters Score -2155816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2155814.500000 Penalty: 4814.574219
	Iteration 160F: 3 clusters Score -2155814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -57319.683594 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -57319.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55957.617188 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -55957.62 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -56259.062500 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -56259.06 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56468.753906 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -56468.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56575.496094 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -56575.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56617.683594 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -56617.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56673.445312 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -56673.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56692.886719 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -56692.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56718.437500 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -56718.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56742.894531 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -56742.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56761.753906 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -56761.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56788.921875 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -56788.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56825.363281 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -56825.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56864.074219 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -56864.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56922.546875 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -56922.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57031.550781 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -57031.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57172.582031 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -57172.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -57441.394531 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -57441.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57599.832031 Penalty: 3083.436523
	Iteration 17Q: 3 clusters Score -57599.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57683.511719 Penalty: 3083.436523
	Iteration 18Q: 3 clusters Score -57683.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57683.664062 Penalty: 3083.436523
	Iteration 19F: 3 clusters Score -57683.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57744.320312 Penalty: 3083.436523
	Iteration 20F: 3 clusters Score -57744.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57809.394531 Penalty: 3083.436523
	Iteration 21Q: 3 clusters Score -57809.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57809.394531 Penalty: 3083.436523
	Iteration 22F: 3 clusters Score -57809.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 21330 members 
Mstep: Class 4 contains 7933 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 47979 members 
Mstep: Class 7 contains 88254 members 
Mstep: Class 8 contains 13517 members 
Mstep: Class 9 contains 1628 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 26728 members 
Mstep: Class 12 contains 166061 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9748 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 38389 members 
Mstep: Class 18 contains 16959 members 
Mstep: Class 19 contains 18473 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 17079 members 
Mstep: Class 22 contains 37873 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 159538 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 16429 members 
Mstep: Class 28 contains 250 members 
Mstep: Class 29 contains 9244 members 
Mstep: Class 30 contains 19550 members 
Mstep: Class 31 contains 1015 members 
Mstep: Class 32 contains 4470 members 
Mstep: Class 33 contains 563 members 
Mstep: Class 34 contains 4206 members 
Mstep: Class 35 contains 251 members 
Entering Unmasked Estep 
Score: -100910096.000000 Penalty: 117577.601562
Splitting cluster 28 changes total score from -100910696.000000 to -100910096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (9244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Entering Unmasked Estep 
Score: -1228289.875000 Penalty: 2264.668945
	Iteration 0F: 2 clusters Score -1228290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1221035.500000 Penalty: 4529.337891
	Iteration 0F: 3 clusters Score -1221036 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1223148.625000 Penalty: 4529.337891
	Iteration 1F: 3 clusters Score -1223149 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1223601.875000 Penalty: 4529.337891
	Iteration 2F: 3 clusters Score -1223602 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1224031.000000 Penalty: 4529.337891
	Iteration 3F: 3 clusters Score -1224031 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1224353.000000 Penalty: 4529.337891
	Iteration 4F: 3 clusters Score -1224353 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1224613.875000 Penalty: 4529.337891
	Iteration 5F: 3 clusters Score -1224614 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1224875.000000 Penalty: 4529.337891
	Iteration 6Q: 3 clusters Score -1224875 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1225137.375000 Penalty: 4529.337891
	Iteration 7Q: 3 clusters Score -1225137 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1225396.500000 Penalty: 4529.337891
	Iteration 8Q: 3 clusters Score -1225396 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1225665.500000 Penalty: 4529.337891
	Iteration 9Q: 3 clusters Score -1225666 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1225896.375000 Penalty: 4529.337891
	Iteration 10Q: 3 clusters Score -1225896 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1226126.625000 Penalty: 4529.337891
	Iteration 11Q: 3 clusters Score -1226127 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1226338.375000 Penalty: 4529.337891
	Iteration 12Q: 3 clusters Score -1226338 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1226524.375000 Penalty: 4529.337891
	Iteration 13Q: 3 clusters Score -1226524 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1226674.500000 Penalty: 4529.337891
	Iteration 14Q: 3 clusters Score -1226674 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1226822.875000 Penalty: 4529.337891
	Iteration 15Q: 3 clusters Score -1226823 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1226943.500000 Penalty: 4529.337891
	Iteration 16Q: 3 clusters Score -1226944 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1227064.500000 Penalty: 4529.337891
	Iteration 17Q: 3 clusters Score -1227064 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1227169.000000 Penalty: 4529.337891
	Iteration 18Q: 3 clusters Score -1227169 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1227275.750000 Penalty: 4529.337891
	Iteration 19Q: 3 clusters Score -1227276 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1227364.375000 Penalty: 4529.337891
	Iteration 20F: 3 clusters Score -1227364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1227422.375000 Penalty: 4529.337891
	Iteration 21Q: 3 clusters Score -1227422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1227463.750000 Penalty: 4529.337891
	Iteration 22Q: 3 clusters Score -1227464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1227490.375000 Penalty: 4529.337891
	Iteration 23Q: 3 clusters Score -1227490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1227505.625000 Penalty: 4529.337891
	Iteration 24Q: 3 clusters Score -1227506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1227521.625000 Penalty: 4529.337891
	Iteration 25Q: 3 clusters Score -1227522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1227532.250000 Penalty: 4529.337891
	Iteration 26Q: 3 clusters Score -1227532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1227537.250000 Penalty: 4529.337891
	Iteration 27Q: 3 clusters Score -1227537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1227540.125000 Penalty: 4529.337891
	Iteration 28Q: 3 clusters Score -1227540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1227540.125000 Penalty: 4529.337891
	Iteration 29F: 3 clusters Score -1227540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Entering Unmasked Estep 
Score: -2523635.500000 Penalty: 2450.421143
	Iteration 0F: 2 clusters Score -2523636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2509839.750000 Penalty: 4900.842285
	Iteration 0F: 3 clusters Score -2509840 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2514699.250000 Penalty: 4900.842285
	Iteration 1F: 3 clusters Score -2514699 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2515507.500000 Penalty: 4900.842285
	Iteration 2F: 3 clusters Score -2515508 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2516452.000000 Penalty: 4900.842285
	Iteration 3F: 3 clusters Score -2516452 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2517476.750000 Penalty: 4900.842285
	Iteration 4F: 3 clusters Score -2517477 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2518534.500000 Penalty: 4900.842285
	Iteration 5F: 3 clusters Score -2518534 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2519494.750000 Penalty: 4900.842285
	Iteration 6F: 3 clusters Score -2519495 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2520328.750000 Penalty: 4900.842285
	Iteration 7F: 3 clusters Score -2520329 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2521077.750000 Penalty: 4900.842285
	Iteration 8Q: 3 clusters Score -2521078 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2521630.750000 Penalty: 4900.842285
	Iteration 9Q: 3 clusters Score -2521631 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2522000.000000 Penalty: 4900.842285
	Iteration 10Q: 3 clusters Score -2522000 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2522302.750000 Penalty: 4900.842285
	Iteration 11Q: 3 clusters Score -2522303 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2522511.500000 Penalty: 4900.842285
	Iteration 12Q: 3 clusters Score -2522512 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2522679.500000 Penalty: 4900.842285
	Iteration 13Q: 3 clusters Score -2522680 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2522823.750000 Penalty: 4900.842285
	Iteration 14Q: 3 clusters Score -2522824 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2522945.250000 Penalty: 4900.842285
	Iteration 15Q: 3 clusters Score -2522945 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2523037.500000 Penalty: 4900.842285
	Iteration 16Q: 3 clusters Score -2523038 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2523141.500000 Penalty: 4900.842285
	Iteration 17Q: 3 clusters Score -2523142 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2523200.500000 Penalty: 4900.842285
	Iteration 18Q: 3 clusters Score -2523200 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2523253.000000 Penalty: 4900.842285
	Iteration 19Q: 3 clusters Score -2523253 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2523300.500000 Penalty: 4900.842285
	Iteration 20F: 3 clusters Score -2523300 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2523345.500000 Penalty: 4900.842285
	Iteration 21Q: 3 clusters Score -2523346 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2523372.000000 Penalty: 4900.842285
	Iteration 22Q: 3 clusters Score -2523372 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2523395.750000 Penalty: 4900.842285
	Iteration 23Q: 3 clusters Score -2523396 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2523405.750000 Penalty: 4900.842285
	Iteration 24Q: 3 clusters Score -2523406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2523424.750000 Penalty: 4900.842285
	Iteration 25Q: 3 clusters Score -2523425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2523425.750000 Penalty: 4900.842285
	Iteration 26Q: 3 clusters Score -2523426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2523430.000000 Penalty: 4900.842285
	Iteration 27Q: 3 clusters Score -2523430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2523424.500000 Penalty: 4900.842285
	Iteration 28Q: 3 clusters Score -2523424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2523424.250000 Penalty: 4900.842285
	Iteration 29Q: 3 clusters Score -2523424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2523426.250000 Penalty: 4900.842285
	Iteration 30Q: 3 clusters Score -2523426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2523430.500000 Penalty: 4900.842285
	Iteration 31Q: 3 clusters Score -2523430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2523435.000000 Penalty: 4900.842285
	Iteration 32Q: 3 clusters Score -2523435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2523435.000000 Penalty: 4900.842285
	Iteration 33F: 3 clusters Score -2523435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 21330 members 
Mstep: Class 4 contains 7933 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 47979 members 
Mstep: Class 7 contains 88254 members 
Mstep: Class 8 contains 13517 members 
Mstep: Class 9 contains 1628 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 26728 members 
Mstep: Class 12 contains 166061 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9748 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 38389 members 
Mstep: Class 18 contains 16959 members 
Mstep: Class 19 contains 18473 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 17079 members 
Mstep: Class 22 contains 37873 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 159538 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 16429 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9244 members 
Mstep: Class 30 contains 19550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100913552.000000 Penalty: 114218.242188
Iteration 79Q: 35 clusters Score -1.009136e+08 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 21336 members 
Mstep: Class 4 contains 8205 members 
Mstep: Class 5 contains 9453 members 
Mstep: Class 6 contains 47758 members 
Mstep: Class 7 contains 88412 members 
Mstep: Class 8 contains 13521 members 
Mstep: Class 9 contains 1628 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 26730 members 
Mstep: Class 12 contains 166067 members 
Mstep: Class 13 contains 4020 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9766 members 
Mstep: Class 16 contains 2182 members 
Mstep: Class 17 contains 38549 members 
Mstep: Class 18 contains 16792 members 
Mstep: Class 19 contains 18467 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 17075 members 
Mstep: Class 22 contains 37870 members 
Mstep: Class 23 contains 3326 members 
Mstep: Class 24 contains 159302 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4938 members 
Mstep: Class 27 contains 16423 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 9245 members 
Mstep: Class 30 contains 19629 members 
Mstep: Class 31 contains 951 members 
Mstep: Class 32 contains 4264 members 
Mstep: Class 33 contains 563 members 
Mstep: Class 34 contains 3988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100916576.000000 Penalty: 114218.242188
Iteration 80F: 35 clusters Score -1.009166e+08 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 21316 members 
Mstep: Class 4 contains 8201 members 
Mstep: Class 5 contains 9476 members 
Mstep: Class 6 contains 47542 members 
Mstep: Class 7 contains 88056 members 
Mstep: Class 8 contains 13211 members 
Mstep: Class 9 contains 1628 members 
Mstep: Class 10 contains 568 members 
Mstep: Class 11 contains 26725 members 
Mstep: Class 12 contains 166037 members 
Mstep: Class 13 contains 3994 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9786 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 38392 members 
Mstep: Class 18 contains 16705 members 
Mstep: Class 19 contains 18478 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 17059 members 
Mstep: Class 22 contains 37860 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 159139 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4914 members 
Mstep: Class 27 contains 16404 members 
Mstep: Class 28 contains 491 members 
Mstep: Class 29 contains 9252 members 
Mstep: Class 30 contains 19671 members 
Mstep: Class 31 contains 1089 members 
Mstep: Class 32 contains 4627 members 
Mstep: Class 33 contains 572 members 
Mstep: Class 34 contains 4518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100918016.000000 Penalty: 114218.242188
Iteration 81Q: 35 clusters Score -1.00918e+08 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5361 members 
Mstep: Class 3 contains 21283 members 
Mstep: Class 4 contains 8300 members 
Mstep: Class 5 contains 9492 members 
Mstep: Class 6 contains 47408 members 
Mstep: Class 7 contains 87771 members 
Mstep: Class 8 contains 13001 members 
Mstep: Class 9 contains 1628 members 
Mstep: Class 10 contains 568 members 
Mstep: Class 11 contains 26720 members 
Mstep: Class 12 contains 166000 members 
Mstep: Class 13 contains 3979 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 2177 members 
Mstep: Class 17 contains 38301 members 
Mstep: Class 18 contains 16632 members 
Mstep: Class 19 contains 18470 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 17040 members 
Mstep: Class 22 contains 37846 members 
Mstep: Class 23 contains 3470 members 
Mstep: Class 24 contains 159001 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4901 members 
Mstep: Class 27 contains 16327 members 
Mstep: Class 28 contains 480 members 
Mstep: Class 29 contains 9248 members 
Mstep: Class 30 contains 19725 members 
Mstep: Class 31 contains 1142 members 
Mstep: Class 32 contains 4842 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 4932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100918760.000000 Penalty: 114218.242188
Iteration 82Q: 35 clusters Score -1.009188e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 21266 members 
Mstep: Class 4 contains 8407 members 
Mstep: Class 5 contains 9504 members 
Mstep: Class 6 contains 47309 members 
Mstep: Class 7 contains 87526 members 
Mstep: Class 8 contains 12853 members 
Mstep: Class 9 contains 1628 members 
Mstep: Class 10 contains 568 members 
Mstep: Class 11 contains 26711 members 
Mstep: Class 12 contains 165968 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9823 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 38266 members 
Mstep: Class 18 contains 16584 members 
Mstep: Class 19 contains 18449 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 17017 members 
Mstep: Class 22 contains 37834 members 
Mstep: Class 23 contains 3507 members 
Mstep: Class 24 contains 158907 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4891 members 
Mstep: Class 27 contains 16247 members 
Mstep: Class 28 contains 467 members 
Mstep: Class 29 contains 9250 members 
Mstep: Class 30 contains 19788 members 
Mstep: Class 31 contains 1199 members 
Mstep: Class 32 contains 4988 members 
Mstep: Class 33 contains 595 members 
Mstep: Class 34 contains 5256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100919120.000000 Penalty: 114218.242188
Iteration 83Q: 35 clusters Score -1.009191e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5420 members 
Mstep: Class 3 contains 21251 members 
Mstep: Class 4 contains 8525 members 
Mstep: Class 5 contains 9511 members 
Mstep: Class 6 contains 47224 members 
Mstep: Class 7 contains 87344 members 
Mstep: Class 8 contains 12751 members 
Mstep: Class 9 contains 1627 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 26715 members 
Mstep: Class 12 contains 165929 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9842 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 38220 members 
Mstep: Class 18 contains 16547 members 
Mstep: Class 19 contains 18431 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 17002 members 
Mstep: Class 22 contains 37829 members 
Mstep: Class 23 contains 3543 members 
Mstep: Class 24 contains 158812 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4881 members 
Mstep: Class 27 contains 16160 members 
Mstep: Class 28 contains 459 members 
Mstep: Class 29 contains 9250 members 
Mstep: Class 30 contains 19860 members 
Mstep: Class 31 contains 1246 members 
Mstep: Class 32 contains 5103 members 
Mstep: Class 33 contains 603 members 
Mstep: Class 34 contains 5513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100919496.000000 Penalty: 114218.242188
Iteration 84Q: 35 clusters Score -1.009195e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5458 members 
Mstep: Class 3 contains 21238 members 
Mstep: Class 4 contains 8618 members 
Mstep: Class 5 contains 9518 members 
Mstep: Class 6 contains 47165 members 
Mstep: Class 7 contains 87189 members 
Mstep: Class 8 contains 12672 members 
Mstep: Class 9 contains 1628 members 
Mstep: Class 10 contains 568 members 
Mstep: Class 11 contains 26710 members 
Mstep: Class 12 contains 165905 members 
Mstep: Class 13 contains 3921 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9858 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 38170 members 
Mstep: Class 18 contains 16514 members 
Mstep: Class 19 contains 18417 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16986 members 
Mstep: Class 22 contains 37823 members 
Mstep: Class 23 contains 3575 members 
Mstep: Class 24 contains 158726 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4867 members 
Mstep: Class 27 contains 16096 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 9249 members 
Mstep: Class 30 contains 19922 members 
Mstep: Class 31 contains 1297 members 
Mstep: Class 32 contains 5178 members 
Mstep: Class 33 contains 604 members 
Mstep: Class 34 contains 5730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100919728.000000 Penalty: 114218.242188
Iteration 85Q: 35 clusters Score -1.009197e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5498 members 
Mstep: Class 3 contains 21222 members 
Mstep: Class 4 contains 8722 members 
Mstep: Class 5 contains 9527 members 
Mstep: Class 6 contains 47113 members 
Mstep: Class 7 contains 87070 members 
Mstep: Class 8 contains 12611 members 
Mstep: Class 9 contains 1629 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 26701 members 
Mstep: Class 12 contains 165879 members 
Mstep: Class 13 contains 3904 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9896 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 38118 members 
Mstep: Class 18 contains 16494 members 
Mstep: Class 19 contains 18408 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16966 members 
Mstep: Class 22 contains 37816 members 
Mstep: Class 23 contains 3597 members 
Mstep: Class 24 contains 158669 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4858 members 
Mstep: Class 27 contains 16038 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 9248 members 
Mstep: Class 30 contains 19969 members 
Mstep: Class 31 contains 1331 members 
Mstep: Class 32 contains 5231 members 
Mstep: Class 33 contains 604 members 
Mstep: Class 34 contains 5913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100919872.000000 Penalty: 114218.242188
Iteration 86Q: 35 clusters Score -1.009199e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 21199 members 
Mstep: Class 4 contains 8804 members 
Mstep: Class 5 contains 9535 members 
Mstep: Class 6 contains 47066 members 
Mstep: Class 7 contains 86954 members 
Mstep: Class 8 contains 12573 members 
Mstep: Class 9 contains 1629 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 26687 members 
Mstep: Class 12 contains 165858 members 
Mstep: Class 13 contains 3889 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9930 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 38087 members 
Mstep: Class 18 contains 16487 members 
Mstep: Class 19 contains 18395 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16945 members 
Mstep: Class 22 contains 37806 members 
Mstep: Class 23 contains 3602 members 
Mstep: Class 24 contains 158612 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4846 members 
Mstep: Class 27 contains 15986 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 9257 members 
Mstep: Class 30 contains 20023 members 
Mstep: Class 31 contains 1361 members 
Mstep: Class 32 contains 5257 members 
Mstep: Class 33 contains 604 members 
Mstep: Class 34 contains 6087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100920104.000000 Penalty: 114218.242188
Iteration 87Q: 35 clusters Score -1.009201e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5571 members 
Mstep: Class 3 contains 21186 members 
Mstep: Class 4 contains 8883 members 
Mstep: Class 5 contains 9538 members 
Mstep: Class 6 contains 47029 members 
Mstep: Class 7 contains 86848 members 
Mstep: Class 8 contains 12550 members 
Mstep: Class 9 contains 1630 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 26688 members 
Mstep: Class 12 contains 165841 members 
Mstep: Class 13 contains 3869 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9958 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 38072 members 
Mstep: Class 18 contains 16476 members 
Mstep: Class 19 contains 18391 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16931 members 
Mstep: Class 22 contains 37798 members 
Mstep: Class 23 contains 3613 members 
Mstep: Class 24 contains 158565 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4848 members 
Mstep: Class 27 contains 15930 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 9254 members 
Mstep: Class 30 contains 20064 members 
Mstep: Class 31 contains 1387 members 
Mstep: Class 32 contains 5281 members 
Mstep: Class 33 contains 604 members 
Mstep: Class 34 contains 6218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100920048.000000 Penalty: 114218.242188
Iteration 88Q: 35 clusters Score -1.0092e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5596 members 
Mstep: Class 3 contains 21175 members 
Mstep: Class 4 contains 8946 members 
Mstep: Class 5 contains 9543 members 
Mstep: Class 6 contains 46984 members 
Mstep: Class 7 contains 86766 members 
Mstep: Class 8 contains 12528 members 
Mstep: Class 9 contains 1633 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 26686 members 
Mstep: Class 12 contains 165830 members 
Mstep: Class 13 contains 3861 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 9988 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 38046 members 
Mstep: Class 18 contains 16473 members 
Mstep: Class 19 contains 18382 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16919 members 
Mstep: Class 22 contains 37790 members 
Mstep: Class 23 contains 3614 members 
Mstep: Class 24 contains 158514 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4846 members 
Mstep: Class 27 contains 15889 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 9256 members 
Mstep: Class 30 contains 20112 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 5296 members 
Mstep: Class 33 contains 604 members 
Mstep: Class 34 contains 6327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100920088.000000 Penalty: 114218.242188
Iteration 89Q: 35 clusters Score -1.009201e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5622 members 
Mstep: Class 3 contains 21171 members 
Mstep: Class 4 contains 9004 members 
Mstep: Class 5 contains 9550 members 
Mstep: Class 6 contains 46946 members 
Mstep: Class 7 contains 86696 members 
Mstep: Class 8 contains 12511 members 
Mstep: Class 9 contains 1635 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 26685 members 
Mstep: Class 12 contains 165808 members 
Mstep: Class 13 contains 3862 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10018 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 38036 members 
Mstep: Class 18 contains 16462 members 
Mstep: Class 19 contains 18370 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16912 members 
Mstep: Class 22 contains 37789 members 
Mstep: Class 23 contains 3622 members 
Mstep: Class 24 contains 158469 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 15856 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 9255 members 
Mstep: Class 30 contains 20153 members 
Mstep: Class 31 contains 1429 members 
Mstep: Class 32 contains 5299 members 
Mstep: Class 33 contains 604 members 
Mstep: Class 34 contains 6407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100919936.000000 Penalty: 114218.242188
Iteration 90Q: 35 clusters Score -1.009199e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5653 members 
Mstep: Class 3 contains 21164 members 
Mstep: Class 4 contains 9064 members 
Mstep: Class 5 contains 9559 members 
Mstep: Class 6 contains 46887 members 
Mstep: Class 7 contains 86663 members 
Mstep: Class 8 contains 12503 members 
Mstep: Class 9 contains 1635 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 26687 members 
Mstep: Class 12 contains 165782 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10047 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 38023 members 
Mstep: Class 18 contains 16454 members 
Mstep: Class 19 contains 18349 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16898 members 
Mstep: Class 22 contains 37782 members 
Mstep: Class 23 contains 3632 members 
Mstep: Class 24 contains 158438 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 15819 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 9259 members 
Mstep: Class 30 contains 20205 members 
Mstep: Class 31 contains 1444 members 
Mstep: Class 32 contains 5301 members 
Mstep: Class 33 contains 604 members 
Mstep: Class 34 contains 6466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100920152.000000 Penalty: 114218.242188
Iteration 91Q: 35 clusters Score -1.009202e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5667 members 
Mstep: Class 3 contains 21151 members 
Mstep: Class 4 contains 9112 members 
Mstep: Class 5 contains 9563 members 
Mstep: Class 6 contains 46836 members 
Mstep: Class 7 contains 86623 members 
Mstep: Class 8 contains 12494 members 
Mstep: Class 9 contains 1635 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 26686 members 
Mstep: Class 12 contains 165771 members 
Mstep: Class 13 contains 3864 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10077 members 
Mstep: Class 16 contains 2165 members 
Mstep: Class 17 contains 38017 members 
Mstep: Class 18 contains 16446 members 
Mstep: Class 19 contains 18334 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16885 members 
Mstep: Class 22 contains 37779 members 
Mstep: Class 23 contains 3638 members 
Mstep: Class 24 contains 158409 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 15785 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 9258 members 
Mstep: Class 30 contains 20239 members 
Mstep: Class 31 contains 1464 members 
Mstep: Class 32 contains 5306 members 
Mstep: Class 33 contains 604 members 
Mstep: Class 34 contains 6529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100920216.000000 Penalty: 114218.242188
Iteration 92Q: 35 clusters Score -1.009202e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5682 members 
Mstep: Class 3 contains 21146 members 
Mstep: Class 4 contains 9147 members 
Mstep: Class 5 contains 9561 members 
Mstep: Class 6 contains 46782 members 
Mstep: Class 7 contains 86581 members 
Mstep: Class 8 contains 12488 members 
Mstep: Class 9 contains 1635 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 26687 members 
Mstep: Class 12 contains 165767 members 
Mstep: Class 13 contains 3867 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10098 members 
Mstep: Class 16 contains 2164 members 
Mstep: Class 17 contains 38009 members 
Mstep: Class 18 contains 16445 members 
Mstep: Class 19 contains 18326 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16877 members 
Mstep: Class 22 contains 37773 members 
Mstep: Class 23 contains 3645 members 
Mstep: Class 24 contains 158381 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4821 members 
Mstep: Class 27 contains 15751 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 9260 members 
Mstep: Class 30 contains 20263 members 
Mstep: Class 31 contains 1485 members 
Mstep: Class 32 contains 5313 members 
Mstep: Class 33 contains 604 members 
Mstep: Class 34 contains 6590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100920416.000000 Penalty: 114218.242188
Iteration 93Q: 35 clusters Score -1.009204e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5685 members 
Mstep: Class 3 contains 21140 members 
Mstep: Class 4 contains 9189 members 
Mstep: Class 5 contains 9565 members 
Mstep: Class 6 contains 46736 members 
Mstep: Class 7 contains 86547 members 
Mstep: Class 8 contains 12484 members 
Mstep: Class 9 contains 1635 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 26688 members 
Mstep: Class 12 contains 165771 members 
Mstep: Class 13 contains 3876 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10111 members 
Mstep: Class 16 contains 2163 members 
Mstep: Class 17 contains 37998 members 
Mstep: Class 18 contains 16449 members 
Mstep: Class 19 contains 18309 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16874 members 
Mstep: Class 22 contains 37772 members 
Mstep: Class 23 contains 3657 members 
Mstep: Class 24 contains 158351 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4817 members 
Mstep: Class 27 contains 15722 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 9262 members 
Mstep: Class 30 contains 20287 members 
Mstep: Class 31 contains 1500 members 
Mstep: Class 32 contains 5316 members 
Mstep: Class 33 contains 604 members 
Mstep: Class 34 contains 6640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100920264.000000 Penalty: 114218.242188
Iteration 94Q: 35 clusters Score -1.009203e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5690 members 
Mstep: Class 3 contains 21140 members 
Mstep: Class 4 contains 9218 members 
Mstep: Class 5 contains 9571 members 
Mstep: Class 6 contains 46703 members 
Mstep: Class 7 contains 86512 members 
Mstep: Class 8 contains 12476 members 
Mstep: Class 9 contains 1635 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 26688 members 
Mstep: Class 12 contains 165762 members 
Mstep: Class 13 contains 3876 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10128 members 
Mstep: Class 16 contains 2161 members 
Mstep: Class 17 contains 37990 members 
Mstep: Class 18 contains 16445 members 
Mstep: Class 19 contains 18294 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16873 members 
Mstep: Class 22 contains 37771 members 
Mstep: Class 23 contains 3665 members 
Mstep: Class 24 contains 158328 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 15703 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 9262 members 
Mstep: Class 30 contains 20314 members 
Mstep: Class 31 contains 1510 members 
Mstep: Class 32 contains 5325 members 
Mstep: Class 33 contains 604 members 
Mstep: Class 34 contains 6696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100920256.000000 Penalty: 114218.242188
Iteration 95Q: 35 clusters Score -1.009203e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 21139 members 
Mstep: Class 4 contains 9253 members 
Mstep: Class 5 contains 9573 members 
Mstep: Class 6 contains 46660 members 
Mstep: Class 7 contains 86483 members 
Mstep: Class 8 contains 12474 members 
Mstep: Class 9 contains 1635 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 26684 members 
Mstep: Class 12 contains 165758 members 
Mstep: Class 13 contains 3879 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10148 members 
Mstep: Class 16 contains 2161 members 
Mstep: Class 17 contains 37976 members 
Mstep: Class 18 contains 16446 members 
Mstep: Class 19 contains 18282 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16870 members 
Mstep: Class 22 contains 37771 members 
Mstep: Class 23 contains 3666 members 
Mstep: Class 24 contains 158322 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4809 members 
Mstep: Class 27 contains 15684 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 9261 members 
Mstep: Class 30 contains 20331 members 
Mstep: Class 31 contains 1519 members 
Mstep: Class 32 contains 5323 members 
Mstep: Class 33 contains 604 members 
Mstep: Class 34 contains 6751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100920432.000000 Penalty: 114218.242188
Iteration 96Q: 35 clusters Score -1.009204e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 21138 members 
Mstep: Class 4 contains 9282 members 
Mstep: Class 5 contains 9573 members 
Mstep: Class 6 contains 46631 members 
Mstep: Class 7 contains 86447 members 
Mstep: Class 8 contains 12470 members 
Mstep: Class 9 contains 1635 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 26683 members 
Mstep: Class 12 contains 165756 members 
Mstep: Class 13 contains 3880 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10163 members 
Mstep: Class 16 contains 2160 members 
Mstep: Class 17 contains 37959 members 
Mstep: Class 18 contains 16448 members 
Mstep: Class 19 contains 18282 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16869 members 
Mstep: Class 22 contains 37767 members 
Mstep: Class 23 contains 3672 members 
Mstep: Class 24 contains 158307 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 15666 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 9261 members 
Mstep: Class 30 contains 20342 members 
Mstep: Class 31 contains 1523 members 
Mstep: Class 32 contains 5322 members 
Mstep: Class 33 contains 604 members 
Mstep: Class 34 contains 6809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100920336.000000 Penalty: 114218.242188
Iteration 97Q: 35 clusters Score -1.009203e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5692 members 
Mstep: Class 3 contains 21136 members 
Mstep: Class 4 contains 9315 members 
Mstep: Class 5 contains 9575 members 
Mstep: Class 6 contains 46603 members 
Mstep: Class 7 contains 86412 members 
Mstep: Class 8 contains 12467 members 
Mstep: Class 9 contains 1635 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 26684 members 
Mstep: Class 12 contains 165756 members 
Mstep: Class 13 contains 3872 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10184 members 
Mstep: Class 16 contains 2159 members 
Mstep: Class 17 contains 37957 members 
Mstep: Class 18 contains 16447 members 
Mstep: Class 19 contains 18281 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16868 members 
Mstep: Class 22 contains 37763 members 
Mstep: Class 23 contains 3680 members 
Mstep: Class 24 contains 158291 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4802 members 
Mstep: Class 27 contains 15647 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 9261 members 
Mstep: Class 30 contains 20355 members 
Mstep: Class 31 contains 1522 members 
Mstep: Class 32 contains 5317 members 
Mstep: Class 33 contains 604 members 
Mstep: Class 34 contains 6867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100920408.000000 Penalty: 114218.242188
Iteration 98Q: 35 clusters Score -1.009204e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5682 members 
Mstep: Class 3 contains 21134 members 
Mstep: Class 4 contains 9342 members 
Mstep: Class 5 contains 9575 members 
Mstep: Class 6 contains 46590 members 
Mstep: Class 7 contains 86385 members 
Mstep: Class 8 contains 12466 members 
Mstep: Class 9 contains 1635 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 26683 members 
Mstep: Class 12 contains 165763 members 
Mstep: Class 13 contains 3869 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10196 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 37960 members 
Mstep: Class 18 contains 16446 members 
Mstep: Class 19 contains 18271 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16865 members 
Mstep: Class 22 contains 37760 members 
Mstep: Class 23 contains 3691 members 
Mstep: Class 24 contains 158273 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4804 members 
Mstep: Class 27 contains 15625 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 9262 members 
Mstep: Class 30 contains 20363 members 
Mstep: Class 31 contains 1523 members 
Mstep: Class 32 contains 5315 members 
Mstep: Class 33 contains 604 members 
Mstep: Class 34 contains 6913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100920256.000000 Penalty: 114218.242188
Iteration 99Q: 35 clusters Score -1.009203e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5682 members 
Mstep: Class 3 contains 21134 members 
Mstep: Class 4 contains 9364 members 
Mstep: Class 5 contains 9574 members 
Mstep: Class 6 contains 46572 members 
Mstep: Class 7 contains 86356 members 
Mstep: Class 8 contains 12465 members 
Mstep: Class 9 contains 1636 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 26684 members 
Mstep: Class 12 contains 165765 members 
Mstep: Class 13 contains 3866 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10206 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 37955 members 
Mstep: Class 18 contains 16443 members 
Mstep: Class 19 contains 18266 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16862 members 
Mstep: Class 22 contains 37756 members 
Mstep: Class 23 contains 3692 members 
Mstep: Class 24 contains 158270 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 15606 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 9261 members 
Mstep: Class 30 contains 20375 members 
Mstep: Class 31 contains 1529 members 
Mstep: Class 32 contains 5316 members 
Mstep: Class 33 contains 604 members 
Mstep: Class 34 contains 6956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100920312.000000 Penalty: 114218.242188
Iteration 100F: 35 clusters Score -1.009203e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5684 members 
Mstep: Class 3 contains 21133 members 
Mstep: Class 4 contains 9361 members 
Mstep: Class 5 contains 9573 members 
Mstep: Class 6 contains 46563 members 
Mstep: Class 7 contains 86334 members 
Mstep: Class 8 contains 12464 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 26681 members 
Mstep: Class 12 contains 165766 members 
Mstep: Class 13 contains 3864 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10218 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 37945 members 
Mstep: Class 18 contains 16441 members 
Mstep: Class 19 contains 18265 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16860 members 
Mstep: Class 22 contains 37755 members 
Mstep: Class 23 contains 3696 members 
Mstep: Class 24 contains 158261 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 15587 members 
Mstep: Class 28 contains 434 members 
Mstep: Class 29 contains 9258 members 
Mstep: Class 30 contains 20383 members 
Mstep: Class 31 contains 1571 members 
Mstep: Class 32 contains 5304 members 
Mstep: Class 33 contains 628 members 
Mstep: Class 34 contains 6989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100920512.000000 Penalty: 114218.242188
Iteration 101Q: 35 clusters Score -1.009205e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5683 members 
Mstep: Class 3 contains 21129 members 
Mstep: Class 4 contains 9367 members 
Mstep: Class 5 contains 9573 members 
Mstep: Class 6 contains 46549 members 
Mstep: Class 7 contains 86303 members 
Mstep: Class 8 contains 12460 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 26678 members 
Mstep: Class 12 contains 165773 members 
Mstep: Class 13 contains 3863 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10222 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 37939 members 
Mstep: Class 18 contains 16445 members 
Mstep: Class 19 contains 18259 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16858 members 
Mstep: Class 22 contains 37754 members 
Mstep: Class 23 contains 3700 members 
Mstep: Class 24 contains 158250 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4809 members 
Mstep: Class 27 contains 15566 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 9255 members 
Mstep: Class 30 contains 20398 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 5299 members 
Mstep: Class 33 contains 660 members 
Mstep: Class 34 contains 7023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100920840.000000 Penalty: 114218.242188
Iteration 102Q: 35 clusters Score -1.009208e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5684 members 
Mstep: Class 3 contains 21126 members 
Mstep: Class 4 contains 9377 members 
Mstep: Class 5 contains 9573 members 
Mstep: Class 6 contains 46537 members 
Mstep: Class 7 contains 86280 members 
Mstep: Class 8 contains 12454 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26678 members 
Mstep: Class 12 contains 165769 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10226 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 37946 members 
Mstep: Class 18 contains 16445 members 
Mstep: Class 19 contains 18247 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16856 members 
Mstep: Class 22 contains 37753 members 
Mstep: Class 23 contains 3708 members 
Mstep: Class 24 contains 158234 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4809 members 
Mstep: Class 27 contains 15543 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 9252 members 
Mstep: Class 30 contains 20417 members 
Mstep: Class 31 contains 1643 members 
Mstep: Class 32 contains 5295 members 
Mstep: Class 33 contains 668 members 
Mstep: Class 34 contains 7054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100920880.000000 Penalty: 114218.242188
Iteration 103Q: 35 clusters Score -1.009209e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5684 members 
Mstep: Class 3 contains 21124 members 
Mstep: Class 4 contains 9407 members 
Mstep: Class 5 contains 9575 members 
Mstep: Class 6 contains 46532 members 
Mstep: Class 7 contains 86267 members 
Mstep: Class 8 contains 12450 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26672 members 
Mstep: Class 12 contains 165762 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10225 members 
Mstep: Class 16 contains 2161 members 
Mstep: Class 17 contains 37943 members 
Mstep: Class 18 contains 16443 members 
Mstep: Class 19 contains 18242 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16852 members 
Mstep: Class 22 contains 37752 members 
Mstep: Class 23 contains 3713 members 
Mstep: Class 24 contains 158228 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4810 members 
Mstep: Class 27 contains 15516 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 9251 members 
Mstep: Class 30 contains 20425 members 
Mstep: Class 31 contains 1668 members 
Mstep: Class 32 contains 5294 members 
Mstep: Class 33 contains 669 members 
Mstep: Class 34 contains 7070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100920872.000000 Penalty: 114218.242188
Iteration 104Q: 35 clusters Score -1.009209e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5688 members 
Mstep: Class 3 contains 21122 members 
Mstep: Class 4 contains 9438 members 
Mstep: Class 5 contains 9576 members 
Mstep: Class 6 contains 46522 members 
Mstep: Class 7 contains 86252 members 
Mstep: Class 8 contains 12450 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26669 members 
Mstep: Class 12 contains 165764 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10230 members 
Mstep: Class 16 contains 2162 members 
Mstep: Class 17 contains 37945 members 
Mstep: Class 18 contains 16438 members 
Mstep: Class 19 contains 18235 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16848 members 
Mstep: Class 22 contains 37747 members 
Mstep: Class 23 contains 3716 members 
Mstep: Class 24 contains 158222 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 15486 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 9253 members 
Mstep: Class 30 contains 20430 members 
Mstep: Class 31 contains 1687 members 
Mstep: Class 32 contains 5285 members 
Mstep: Class 33 contains 669 members 
Mstep: Class 34 contains 7090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921024.000000 Penalty: 114218.242188
Iteration 105Q: 35 clusters Score -1.00921e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5689 members 
Mstep: Class 3 contains 21123 members 
Mstep: Class 4 contains 9468 members 
Mstep: Class 5 contains 9576 members 
Mstep: Class 6 contains 46519 members 
Mstep: Class 7 contains 86234 members 
Mstep: Class 8 contains 12450 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26666 members 
Mstep: Class 12 contains 165757 members 
Mstep: Class 13 contains 3863 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10229 members 
Mstep: Class 16 contains 2163 members 
Mstep: Class 17 contains 37950 members 
Mstep: Class 18 contains 16434 members 
Mstep: Class 19 contains 18224 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37742 members 
Mstep: Class 23 contains 3716 members 
Mstep: Class 24 contains 158217 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 15459 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 9254 members 
Mstep: Class 30 contains 20437 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 5280 members 
Mstep: Class 33 contains 669 members 
Mstep: Class 34 contains 7116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921080.000000 Penalty: 114218.242188
Iteration 106Q: 35 clusters Score -1.009211e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5688 members 
Mstep: Class 3 contains 21120 members 
Mstep: Class 4 contains 9497 members 
Mstep: Class 5 contains 9576 members 
Mstep: Class 6 contains 46518 members 
Mstep: Class 7 contains 86217 members 
Mstep: Class 8 contains 12450 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26668 members 
Mstep: Class 12 contains 165753 members 
Mstep: Class 13 contains 3863 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10229 members 
Mstep: Class 16 contains 2164 members 
Mstep: Class 17 contains 37951 members 
Mstep: Class 18 contains 16429 members 
Mstep: Class 19 contains 18221 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37743 members 
Mstep: Class 23 contains 3712 members 
Mstep: Class 24 contains 158212 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4819 members 
Mstep: Class 27 contains 15433 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 9253 members 
Mstep: Class 30 contains 20443 members 
Mstep: Class 31 contains 1695 members 
Mstep: Class 32 contains 5278 members 
Mstep: Class 33 contains 669 members 
Mstep: Class 34 contains 7141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921240.000000 Penalty: 114218.242188
Iteration 107Q: 35 clusters Score -1.009212e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5689 members 
Mstep: Class 3 contains 21119 members 
Mstep: Class 4 contains 9527 members 
Mstep: Class 5 contains 9577 members 
Mstep: Class 6 contains 46514 members 
Mstep: Class 7 contains 86188 members 
Mstep: Class 8 contains 12450 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26670 members 
Mstep: Class 12 contains 165746 members 
Mstep: Class 13 contains 3861 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10231 members 
Mstep: Class 16 contains 2164 members 
Mstep: Class 17 contains 37948 members 
Mstep: Class 18 contains 16426 members 
Mstep: Class 19 contains 18215 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16844 members 
Mstep: Class 22 contains 37742 members 
Mstep: Class 23 contains 3710 members 
Mstep: Class 24 contains 158205 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4822 members 
Mstep: Class 27 contains 15412 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 9251 members 
Mstep: Class 30 contains 20458 members 
Mstep: Class 31 contains 1696 members 
Mstep: Class 32 contains 5277 members 
Mstep: Class 33 contains 669 members 
Mstep: Class 34 contains 7177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921320.000000 Penalty: 114218.242188
Iteration 108Q: 35 clusters Score -1.009213e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5690 members 
Mstep: Class 3 contains 21120 members 
Mstep: Class 4 contains 9547 members 
Mstep: Class 5 contains 9579 members 
Mstep: Class 6 contains 46499 members 
Mstep: Class 7 contains 86166 members 
Mstep: Class 8 contains 12450 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26676 members 
Mstep: Class 12 contains 165735 members 
Mstep: Class 13 contains 3861 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10233 members 
Mstep: Class 16 contains 2164 members 
Mstep: Class 17 contains 37952 members 
Mstep: Class 18 contains 16430 members 
Mstep: Class 19 contains 18206 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16844 members 
Mstep: Class 22 contains 37740 members 
Mstep: Class 23 contains 3707 members 
Mstep: Class 24 contains 158200 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4822 members 
Mstep: Class 27 contains 15391 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 9248 members 
Mstep: Class 30 contains 20473 members 
Mstep: Class 31 contains 1702 members 
Mstep: Class 32 contains 5275 members 
Mstep: Class 33 contains 669 members 
Mstep: Class 34 contains 7207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921296.000000 Penalty: 114218.242188
Iteration 109Q: 35 clusters Score -1.009213e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5689 members 
Mstep: Class 3 contains 21120 members 
Mstep: Class 4 contains 9562 members 
Mstep: Class 5 contains 9579 members 
Mstep: Class 6 contains 46491 members 
Mstep: Class 7 contains 86149 members 
Mstep: Class 8 contains 12449 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26678 members 
Mstep: Class 12 contains 165729 members 
Mstep: Class 13 contains 3865 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10233 members 
Mstep: Class 16 contains 2165 members 
Mstep: Class 17 contains 37949 members 
Mstep: Class 18 contains 16433 members 
Mstep: Class 19 contains 18205 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16844 members 
Mstep: Class 22 contains 37739 members 
Mstep: Class 23 contains 3705 members 
Mstep: Class 24 contains 158195 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4820 members 
Mstep: Class 27 contains 15376 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 9249 members 
Mstep: Class 30 contains 20481 members 
Mstep: Class 31 contains 1709 members 
Mstep: Class 32 contains 5273 members 
Mstep: Class 33 contains 669 members 
Mstep: Class 34 contains 7232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921272.000000 Penalty: 114218.242188
Iteration 110Q: 35 clusters Score -1.009213e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5690 members 
Mstep: Class 3 contains 21117 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 9579 members 
Mstep: Class 6 contains 46489 members 
Mstep: Class 7 contains 86134 members 
Mstep: Class 8 contains 12448 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26678 members 
Mstep: Class 12 contains 165724 members 
Mstep: Class 13 contains 3866 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10233 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 37949 members 
Mstep: Class 18 contains 16433 members 
Mstep: Class 19 contains 18201 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16844 members 
Mstep: Class 22 contains 37741 members 
Mstep: Class 23 contains 3707 members 
Mstep: Class 24 contains 158190 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4821 members 
Mstep: Class 27 contains 15365 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 9252 members 
Mstep: Class 30 contains 20487 members 
Mstep: Class 31 contains 1710 members 
Mstep: Class 32 contains 5275 members 
Mstep: Class 33 contains 669 members 
Mstep: Class 34 contains 7253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921256.000000 Penalty: 114218.242188
Iteration 111Q: 35 clusters Score -1.009213e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5690 members 
Mstep: Class 3 contains 21117 members 
Mstep: Class 4 contains 9572 members 
Mstep: Class 5 contains 9579 members 
Mstep: Class 6 contains 46490 members 
Mstep: Class 7 contains 86127 members 
Mstep: Class 8 contains 12443 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26678 members 
Mstep: Class 12 contains 165720 members 
Mstep: Class 13 contains 3864 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10233 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 37947 members 
Mstep: Class 18 contains 16431 members 
Mstep: Class 19 contains 18197 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16844 members 
Mstep: Class 22 contains 37740 members 
Mstep: Class 23 contains 3710 members 
Mstep: Class 24 contains 158186 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4822 members 
Mstep: Class 27 contains 15358 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 9252 members 
Mstep: Class 30 contains 20489 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 5276 members 
Mstep: Class 33 contains 669 members 
Mstep: Class 34 contains 7263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921208.000000 Penalty: 114218.242188
Iteration 112Q: 35 clusters Score -1.009212e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5689 members 
Mstep: Class 3 contains 21116 members 
Mstep: Class 4 contains 9586 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 46490 members 
Mstep: Class 7 contains 86121 members 
Mstep: Class 8 contains 12440 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26684 members 
Mstep: Class 12 contains 165714 members 
Mstep: Class 13 contains 3861 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10235 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 37943 members 
Mstep: Class 18 contains 16430 members 
Mstep: Class 19 contains 18185 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37738 members 
Mstep: Class 23 contains 3713 members 
Mstep: Class 24 contains 158186 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4822 members 
Mstep: Class 27 contains 15350 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 9251 members 
Mstep: Class 30 contains 20491 members 
Mstep: Class 31 contains 1731 members 
Mstep: Class 32 contains 5276 members 
Mstep: Class 33 contains 669 members 
Mstep: Class 34 contains 7272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921248.000000 Penalty: 114218.242188
Iteration 113Q: 35 clusters Score -1.009212e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5686 members 
Mstep: Class 3 contains 21114 members 
Mstep: Class 4 contains 9599 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 46488 members 
Mstep: Class 7 contains 86116 members 
Mstep: Class 8 contains 12439 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26685 members 
Mstep: Class 12 contains 165709 members 
Mstep: Class 13 contains 3861 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10238 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 37951 members 
Mstep: Class 18 contains 16429 members 
Mstep: Class 19 contains 18178 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37738 members 
Mstep: Class 23 contains 3714 members 
Mstep: Class 24 contains 158185 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 15345 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 9251 members 
Mstep: Class 30 contains 20492 members 
Mstep: Class 31 contains 1733 members 
Mstep: Class 32 contains 5274 members 
Mstep: Class 33 contains 669 members 
Mstep: Class 34 contains 7274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921320.000000 Penalty: 114218.242188
Iteration 114Q: 35 clusters Score -1.009213e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5688 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 9607 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 46484 members 
Mstep: Class 7 contains 86112 members 
Mstep: Class 8 contains 12439 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26686 members 
Mstep: Class 12 contains 165709 members 
Mstep: Class 13 contains 3861 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10241 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 37954 members 
Mstep: Class 18 contains 16427 members 
Mstep: Class 19 contains 18177 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37736 members 
Mstep: Class 23 contains 3715 members 
Mstep: Class 24 contains 158180 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 15339 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 9252 members 
Mstep: Class 30 contains 20489 members 
Mstep: Class 31 contains 1735 members 
Mstep: Class 32 contains 5273 members 
Mstep: Class 33 contains 669 members 
Mstep: Class 34 contains 7280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921328.000000 Penalty: 114218.242188
Iteration 115Q: 35 clusters Score -1.009213e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5687 members 
Mstep: Class 3 contains 21113 members 
Mstep: Class 4 contains 9614 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 46485 members 
Mstep: Class 7 contains 86103 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26686 members 
Mstep: Class 12 contains 165706 members 
Mstep: Class 13 contains 3862 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10241 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 37951 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18173 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37739 members 
Mstep: Class 23 contains 3715 members 
Mstep: Class 24 contains 158180 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 15333 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 9252 members 
Mstep: Class 30 contains 20491 members 
Mstep: Class 31 contains 1735 members 
Mstep: Class 32 contains 5274 members 
Mstep: Class 33 contains 669 members 
Mstep: Class 34 contains 7291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921360.000000 Penalty: 114218.242188
Iteration 116Q: 35 clusters Score -1.009214e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5687 members 
Mstep: Class 3 contains 21113 members 
Mstep: Class 4 contains 9625 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 46482 members 
Mstep: Class 7 contains 86099 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26687 members 
Mstep: Class 12 contains 165704 members 
Mstep: Class 13 contains 3864 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10242 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 37958 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18168 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37740 members 
Mstep: Class 23 contains 3714 members 
Mstep: Class 24 contains 158179 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 15325 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 9252 members 
Mstep: Class 30 contains 20488 members 
Mstep: Class 31 contains 1734 members 
Mstep: Class 32 contains 5274 members 
Mstep: Class 33 contains 669 members 
Mstep: Class 34 contains 7296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921408.000000 Penalty: 114218.242188
Iteration 117Q: 35 clusters Score -1.009214e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5689 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 9627 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 46480 members 
Mstep: Class 7 contains 86094 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26686 members 
Mstep: Class 12 contains 165704 members 
Mstep: Class 13 contains 3864 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10243 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 37960 members 
Mstep: Class 18 contains 16427 members 
Mstep: Class 19 contains 18165 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37739 members 
Mstep: Class 23 contains 3715 members 
Mstep: Class 24 contains 158179 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 15322 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 9252 members 
Mstep: Class 30 contains 20489 members 
Mstep: Class 31 contains 1735 members 
Mstep: Class 32 contains 5273 members 
Mstep: Class 33 contains 669 members 
Mstep: Class 34 contains 7301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921296.000000 Penalty: 114218.242188
Iteration 118Q: 35 clusters Score -1.009213e+08 nChanged 29
Entering ConstructFrom: 
Score: -100921296.000000 Penalty: 114218.242188
Entering ConstructFrom: 
Trying to split cluster 1 (5618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Entering Unmasked Estep 
Score: -711634.250000 Penalty: 2141.165283
	Iteration 0F: 2 clusters Score -711634.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -706811.937500 Penalty: 4282.330566
	Iteration 0F: 3 clusters Score -706811.9 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -708230.500000 Penalty: 4282.330566
	Iteration 1F: 3 clusters Score -708230.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -708732.437500 Penalty: 4282.330566
	Iteration 2F: 3 clusters Score -708732.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -709123.812500 Penalty: 4282.330566
	Iteration 3F: 3 clusters Score -709123.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -709444.125000 Penalty: 4282.330566
	Iteration 4F: 3 clusters Score -709444.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -709667.937500 Penalty: 4282.330566
	Iteration 5F: 3 clusters Score -709667.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -709803.125000 Penalty: 4282.330566
	Iteration 6Q: 3 clusters Score -709803.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -709904.375000 Penalty: 4282.330566
	Iteration 7Q: 3 clusters Score -709904.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -709964.312500 Penalty: 4282.330566
	Iteration 8Q: 3 clusters Score -709964.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -710009.312500 Penalty: 4282.330566
	Iteration 9Q: 3 clusters Score -710009.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -710051.187500 Penalty: 4282.330566
	Iteration 10Q: 3 clusters Score -710051.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -710095.250000 Penalty: 4282.330566
	Iteration 11Q: 3 clusters Score -710095.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -710135.187500 Penalty: 4282.330566
	Iteration 12Q: 3 clusters Score -710135.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -710167.062500 Penalty: 4282.330566
	Iteration 13Q: 3 clusters Score -710167.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -710202.125000 Penalty: 4282.330566
	Iteration 14Q: 3 clusters Score -710202.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -710238.875000 Penalty: 4282.330566
	Iteration 15Q: 3 clusters Score -710238.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -710277.875000 Penalty: 4282.330566
	Iteration 16Q: 3 clusters Score -710277.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -710306.250000 Penalty: 4282.330566
	Iteration 17Q: 3 clusters Score -710306.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -710325.250000 Penalty: 4282.330566
	Iteration 18Q: 3 clusters Score -710325.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -710340.687500 Penalty: 4282.330566
	Iteration 19Q: 3 clusters Score -710340.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -710365.000000 Penalty: 4282.330566
	Iteration 20F: 3 clusters Score -710365 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -710384.437500 Penalty: 4282.330566
	Iteration 21Q: 3 clusters Score -710384.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -710402.312500 Penalty: 4282.330566
	Iteration 22Q: 3 clusters Score -710402.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -710421.875000 Penalty: 4282.330566
	Iteration 23Q: 3 clusters Score -710421.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -710434.125000 Penalty: 4282.330566
	Iteration 24Q: 3 clusters Score -710434.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -710444.375000 Penalty: 4282.330566
	Iteration 25Q: 3 clusters Score -710444.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -710460.187500 Penalty: 4282.330566
	Iteration 26Q: 3 clusters Score -710460.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -710469.875000 Penalty: 4282.330566
	Iteration 27Q: 3 clusters Score -710469.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -710477.687500 Penalty: 4282.330566
	Iteration 28Q: 3 clusters Score -710477.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -710482.500000 Penalty: 4282.330566
	Iteration 29Q: 3 clusters Score -710482.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -710488.500000 Penalty: 4282.330566
	Iteration 30Q: 3 clusters Score -710488.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -710491.375000 Penalty: 4282.330566
	Iteration 31Q: 3 clusters Score -710491.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -710495.875000 Penalty: 4282.330566
	Iteration 32Q: 3 clusters Score -710495.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -710499.125000 Penalty: 4282.330566
	Iteration 33Q: 3 clusters Score -710499.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -710502.062500 Penalty: 4282.330566
	Iteration 34Q: 3 clusters Score -710502.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -710506.750000 Penalty: 4282.330566
	Iteration 35Q: 3 clusters Score -710506.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -710513.125000 Penalty: 4282.330566
	Iteration 36Q: 3 clusters Score -710513.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -710516.875000 Penalty: 4282.330566
	Iteration 37Q: 3 clusters Score -710516.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -710524.250000 Penalty: 4282.330566
	Iteration 38Q: 3 clusters Score -710524.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -710533.125000 Penalty: 4282.330566
	Iteration 39Q: 3 clusters Score -710533.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -710539.437500 Penalty: 4282.330566
	Iteration 40F: 3 clusters Score -710539.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -710545.187500 Penalty: 4282.330566
	Iteration 41Q: 3 clusters Score -710545.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -710554.812500 Penalty: 4282.330566
	Iteration 42Q: 3 clusters Score -710554.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -710568.750000 Penalty: 4282.330566
	Iteration 43Q: 3 clusters Score -710568.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -710587.125000 Penalty: 4282.330566
	Iteration 44Q: 3 clusters Score -710587.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -710597.937500 Penalty: 4282.330566
	Iteration 45Q: 3 clusters Score -710597.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -710600.125000 Penalty: 4282.330566
	Iteration 46Q: 3 clusters Score -710600.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -710604.937500 Penalty: 4282.330566
	Iteration 47Q: 3 clusters Score -710604.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -710609.062500 Penalty: 4282.330566
	Iteration 48Q: 3 clusters Score -710609.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -710612.812500 Penalty: 4282.330566
	Iteration 49Q: 3 clusters Score -710612.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -710613.687500 Penalty: 4282.330566
	Iteration 50Q: 3 clusters Score -710613.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -710614.250000 Penalty: 4282.330566
	Iteration 51Q: 3 clusters Score -710614.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -710615.250000 Penalty: 4282.330566
	Iteration 52Q: 3 clusters Score -710615.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -710617.250000 Penalty: 4282.330566
	Iteration 53Q: 3 clusters Score -710617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -710617.812500 Penalty: 4282.330566
	Iteration 54Q: 3 clusters Score -710617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -710618.812500 Penalty: 4282.330566
	Iteration 55Q: 3 clusters Score -710618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -710619.750000 Penalty: 4282.330566
	Iteration 56Q: 3 clusters Score -710619.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -710619.125000 Penalty: 4282.330566
	Iteration 57Q: 3 clusters Score -710619.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -710619.125000 Penalty: 4282.330566
	Iteration 58F: 3 clusters Score -710619.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Entering Unmasked Estep 
Score: -724852.437500 Penalty: 2144.279785
	Iteration 0F: 2 clusters Score -724852.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -719857.812500 Penalty: 4288.559570
	Iteration 0F: 3 clusters Score -719857.8 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -721213.250000 Penalty: 4288.559570
	Iteration 1F: 3 clusters Score -721213.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -721551.187500 Penalty: 4288.559570
	Iteration 2F: 3 clusters Score -721551.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -721828.187500 Penalty: 4288.559570
	Iteration 3F: 3 clusters Score -721828.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -722018.375000 Penalty: 4288.559570
	Iteration 4F: 3 clusters Score -722018.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -722157.437500 Penalty: 4288.559570
	Iteration 5Q: 3 clusters Score -722157.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -722261.187500 Penalty: 4288.559570
	Iteration 6Q: 3 clusters Score -722261.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -722359.875000 Penalty: 4288.559570
	Iteration 7Q: 3 clusters Score -722359.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -722447.312500 Penalty: 4288.559570
	Iteration 8Q: 3 clusters Score -722447.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -722514.937500 Penalty: 4288.559570
	Iteration 9Q: 3 clusters Score -722514.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -722566.062500 Penalty: 4288.559570
	Iteration 10Q: 3 clusters Score -722566.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -722614.000000 Penalty: 4288.559570
	Iteration 11Q: 3 clusters Score -722614 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -722661.937500 Penalty: 4288.559570
	Iteration 12Q: 3 clusters Score -722661.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -722699.750000 Penalty: 4288.559570
	Iteration 13Q: 3 clusters Score -722699.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -722734.875000 Penalty: 4288.559570
	Iteration 14Q: 3 clusters Score -722734.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -722757.812500 Penalty: 4288.559570
	Iteration 15Q: 3 clusters Score -722757.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -722778.937500 Penalty: 4288.559570
	Iteration 16Q: 3 clusters Score -722778.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -722793.937500 Penalty: 4288.559570
	Iteration 17Q: 3 clusters Score -722793.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -722810.500000 Penalty: 4288.559570
	Iteration 18Q: 3 clusters Score -722810.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -722824.000000 Penalty: 4288.559570
	Iteration 19Q: 3 clusters Score -722824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -722836.562500 Penalty: 4288.559570
	Iteration 20F: 3 clusters Score -722836.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -722852.875000 Penalty: 4288.559570
	Iteration 21Q: 3 clusters Score -722852.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -722869.562500 Penalty: 4288.559570
	Iteration 22Q: 3 clusters Score -722869.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -722889.125000 Penalty: 4288.559570
	Iteration 23Q: 3 clusters Score -722889.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -722905.187500 Penalty: 4288.559570
	Iteration 24Q: 3 clusters Score -722905.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -722932.312500 Penalty: 4288.559570
	Iteration 25Q: 3 clusters Score -722932.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -722961.000000 Penalty: 4288.559570
	Iteration 26Q: 3 clusters Score -722961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -722993.250000 Penalty: 4288.559570
	Iteration 27Q: 3 clusters Score -722993.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -723027.437500 Penalty: 4288.559570
	Iteration 28Q: 3 clusters Score -723027.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -723063.000000 Penalty: 4288.559570
	Iteration 29Q: 3 clusters Score -723063 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -723097.312500 Penalty: 4288.559570
	Iteration 30Q: 3 clusters Score -723097.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -723139.437500 Penalty: 4288.559570
	Iteration 31Q: 3 clusters Score -723139.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -723171.312500 Penalty: 4288.559570
	Iteration 32Q: 3 clusters Score -723171.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -723191.437500 Penalty: 4288.559570
	Iteration 33Q: 3 clusters Score -723191.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -723210.312500 Penalty: 4288.559570
	Iteration 34Q: 3 clusters Score -723210.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -723235.062500 Penalty: 4288.559570
	Iteration 35Q: 3 clusters Score -723235.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -723267.125000 Penalty: 4288.559570
	Iteration 36Q: 3 clusters Score -723267.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -723295.000000 Penalty: 4288.559570
	Iteration 37Q: 3 clusters Score -723295 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -723320.187500 Penalty: 4288.559570
	Iteration 38Q: 3 clusters Score -723320.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -723339.125000 Penalty: 4288.559570
	Iteration 39Q: 3 clusters Score -723339.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -723354.375000 Penalty: 4288.559570
	Iteration 40F: 3 clusters Score -723354.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -723366.750000 Penalty: 4288.559570
	Iteration 41Q: 3 clusters Score -723366.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -723378.125000 Penalty: 4288.559570
	Iteration 42Q: 3 clusters Score -723378.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -723393.812500 Penalty: 4288.559570
	Iteration 43Q: 3 clusters Score -723393.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -723410.875000 Penalty: 4288.559570
	Iteration 44Q: 3 clusters Score -723410.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -723427.375000 Penalty: 4288.559570
	Iteration 45Q: 3 clusters Score -723427.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -723439.687500 Penalty: 4288.559570
	Iteration 46Q: 3 clusters Score -723439.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -723449.625000 Penalty: 4288.559570
	Iteration 47Q: 3 clusters Score -723449.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -723461.187500 Penalty: 4288.559570
	Iteration 48Q: 3 clusters Score -723461.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -723468.562500 Penalty: 4288.559570
	Iteration 49Q: 3 clusters Score -723468.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -723473.687500 Penalty: 4288.559570
	Iteration 50Q: 3 clusters Score -723473.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -723480.500000 Penalty: 4288.559570
	Iteration 51Q: 3 clusters Score -723480.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -723485.937500 Penalty: 4288.559570
	Iteration 52Q: 3 clusters Score -723485.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -723491.937500 Penalty: 4288.559570
	Iteration 53Q: 3 clusters Score -723491.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -723499.062500 Penalty: 4288.559570
	Iteration 54Q: 3 clusters Score -723499.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -723506.875000 Penalty: 4288.559570
	Iteration 55Q: 3 clusters Score -723506.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -723515.250000 Penalty: 4288.559570
	Iteration 56Q: 3 clusters Score -723515.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -723523.312500 Penalty: 4288.559570
	Iteration 57Q: 3 clusters Score -723523.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -723524.812500 Penalty: 4288.559570
	Iteration 58Q: 3 clusters Score -723524.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -723528.437500 Penalty: 4288.559570
	Iteration 59Q: 3 clusters Score -723528.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -723529.375000 Penalty: 4288.559570
	Iteration 60F: 3 clusters Score -723529.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -723530.125000 Penalty: 4288.559570
	Iteration 61Q: 3 clusters Score -723530.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -723531.062500 Penalty: 4288.559570
	Iteration 62Q: 3 clusters Score -723531.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -723532.312500 Penalty: 4288.559570
	Iteration 63Q: 3 clusters Score -723532.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -723533.625000 Penalty: 4288.559570
	Iteration 64Q: 3 clusters Score -723533.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -723533.125000 Penalty: 4288.559570
	Iteration 65Q: 3 clusters Score -723533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -723533.937500 Penalty: 4288.559570
	Iteration 66Q: 3 clusters Score -723533.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -723534.125000 Penalty: 4288.559570
	Iteration 67Q: 3 clusters Score -723534.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -723535.000000 Penalty: 4288.559570
	Iteration 68Q: 3 clusters Score -723535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -723535.125000 Penalty: 4288.559570
	Iteration 69Q: 3 clusters Score -723535.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -723537.000000 Penalty: 4288.559570
	Iteration 70Q: 3 clusters Score -723537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -723537.500000 Penalty: 4288.559570
	Iteration 71Q: 3 clusters Score -723537.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -723537.500000 Penalty: 4288.559570
	Iteration 72F: 3 clusters Score -723537.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Entering Unmasked Estep 
Score: -2868505.500000 Penalty: 2469.483887
	Iteration 0F: 2 clusters Score -2868506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2853811.750000 Penalty: 4938.967773
	Iteration 0F: 3 clusters Score -2853812 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2859219.250000 Penalty: 4938.967773
	Iteration 1F: 3 clusters Score -2859219 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2860134.750000 Penalty: 4938.967773
	Iteration 2F: 3 clusters Score -2860135 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2861145.500000 Penalty: 4938.967773
	Iteration 3F: 3 clusters Score -2861146 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2862190.500000 Penalty: 4938.967773
	Iteration 4F: 3 clusters Score -2862190 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2863145.500000 Penalty: 4938.967773
	Iteration 5F: 3 clusters Score -2863146 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2864057.750000 Penalty: 4938.967773
	Iteration 6F: 3 clusters Score -2864058 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2864853.750000 Penalty: 4938.967773
	Iteration 7F: 3 clusters Score -2864854 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2865579.500000 Penalty: 4938.967773
	Iteration 8Q: 3 clusters Score -2865580 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2866302.250000 Penalty: 4938.967773
	Iteration 9Q: 3 clusters Score -2866302 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2866852.750000 Penalty: 4938.967773
	Iteration 10Q: 3 clusters Score -2866853 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2867194.000000 Penalty: 4938.967773
	Iteration 11Q: 3 clusters Score -2867194 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2867415.750000 Penalty: 4938.967773
	Iteration 12Q: 3 clusters Score -2867416 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2867612.000000 Penalty: 4938.967773
	Iteration 13Q: 3 clusters Score -2867612 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2867778.250000 Penalty: 4938.967773
	Iteration 14Q: 3 clusters Score -2867778 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2867932.000000 Penalty: 4938.967773
	Iteration 15Q: 3 clusters Score -2867932 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2868058.500000 Penalty: 4938.967773
	Iteration 16Q: 3 clusters Score -2868058 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2868116.500000 Penalty: 4938.967773
	Iteration 17Q: 3 clusters Score -2868116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2868129.500000 Penalty: 4938.967773
	Iteration 18Q: 3 clusters Score -2868130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2868137.750000 Penalty: 4938.967773
	Iteration 19Q: 3 clusters Score -2868138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2868150.250000 Penalty: 4938.967773
	Iteration 20F: 3 clusters Score -2868150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2868152.250000 Penalty: 4938.967773
	Iteration 21Q: 3 clusters Score -2868152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2868148.500000 Penalty: 4938.967773
	Iteration 22Q: 3 clusters Score -2868148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2868148.000000 Penalty: 4938.967773
	Iteration 23Q: 3 clusters Score -2868148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2868157.250000 Penalty: 4938.967773
	Iteration 24Q: 3 clusters Score -2868157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2868157.500000 Penalty: 4938.967773
	Iteration 25Q: 3 clusters Score -2868158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2868156.500000 Penalty: 4938.967773
	Iteration 26Q: 3 clusters Score -2868156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2868153.750000 Penalty: 4938.967773
	Iteration 27Q: 3 clusters Score -2868154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2868153.750000 Penalty: 4938.967773
	Iteration 28Q: 3 clusters Score -2868154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2868152.250000 Penalty: 4938.967773
	Iteration 29Q: 3 clusters Score -2868152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2868157.250000 Penalty: 4938.967773
	Iteration 30Q: 3 clusters Score -2868157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2868152.500000 Penalty: 4938.967773
	Iteration 31Q: 3 clusters Score -2868152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2868158.250000 Penalty: 4938.967773
	Iteration 32Q: 3 clusters Score -2868158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2868159.250000 Penalty: 4938.967773
	Iteration 33Q: 3 clusters Score -2868159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2868159.250000 Penalty: 4938.967773
	Iteration 34F: 3 clusters Score -2868159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Entering Unmasked Estep 
Score: -1156793.625000 Penalty: 2274.788574
	Iteration 0F: 2 clusters Score -1156794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1149475.375000 Penalty: 4549.577148
	Iteration 0F: 3 clusters Score -1149475 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1151886.125000 Penalty: 4549.577148
	Iteration 1F: 3 clusters Score -1151886 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1152429.625000 Penalty: 4549.577148
	Iteration 2F: 3 clusters Score -1152430 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1152908.500000 Penalty: 4549.577148
	Iteration 3F: 3 clusters Score -1152908 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1153291.250000 Penalty: 4549.577148
	Iteration 4F: 3 clusters Score -1153291 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1153665.375000 Penalty: 4549.577148
	Iteration 5F: 3 clusters Score -1153665 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1154009.750000 Penalty: 4549.577148
	Iteration 6Q: 3 clusters Score -1154010 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1154297.000000 Penalty: 4549.577148
	Iteration 7Q: 3 clusters Score -1154297 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1154534.625000 Penalty: 4549.577148
	Iteration 8Q: 3 clusters Score -1154535 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1154754.000000 Penalty: 4549.577148
	Iteration 9Q: 3 clusters Score -1154754 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1154899.250000 Penalty: 4549.577148
	Iteration 10Q: 3 clusters Score -1154899 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1155020.375000 Penalty: 4549.577148
	Iteration 11Q: 3 clusters Score -1155020 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1155120.750000 Penalty: 4549.577148
	Iteration 12Q: 3 clusters Score -1155121 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1155192.375000 Penalty: 4549.577148
	Iteration 13Q: 3 clusters Score -1155192 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1155248.250000 Penalty: 4549.577148
	Iteration 14Q: 3 clusters Score -1155248 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1155302.000000 Penalty: 4549.577148
	Iteration 15Q: 3 clusters Score -1155302 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1155349.500000 Penalty: 4549.577148
	Iteration 16Q: 3 clusters Score -1155350 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1155388.750000 Penalty: 4549.577148
	Iteration 17Q: 3 clusters Score -1155389 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1155414.250000 Penalty: 4549.577148
	Iteration 18Q: 3 clusters Score -1155414 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1155432.875000 Penalty: 4549.577148
	Iteration 19Q: 3 clusters Score -1155433 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1155457.125000 Penalty: 4549.577148
	Iteration 20F: 3 clusters Score -1155457 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1155473.625000 Penalty: 4549.577148
	Iteration 21Q: 3 clusters Score -1155474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1155485.625000 Penalty: 4549.577148
	Iteration 22Q: 3 clusters Score -1155486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1155497.375000 Penalty: 4549.577148
	Iteration 23Q: 3 clusters Score -1155497 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1155513.750000 Penalty: 4549.577148
	Iteration 24Q: 3 clusters Score -1155514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1155523.750000 Penalty: 4549.577148
	Iteration 25Q: 3 clusters Score -1155524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1155534.625000 Penalty: 4549.577148
	Iteration 26Q: 3 clusters Score -1155535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1155542.125000 Penalty: 4549.577148
	Iteration 27Q: 3 clusters Score -1155542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1155547.500000 Penalty: 4549.577148
	Iteration 28Q: 3 clusters Score -1155548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1155551.625000 Penalty: 4549.577148
	Iteration 29Q: 3 clusters Score -1155552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1155556.125000 Penalty: 4549.577148
	Iteration 30Q: 3 clusters Score -1155556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1155565.250000 Penalty: 4549.577148
	Iteration 31Q: 3 clusters Score -1155565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1155567.750000 Penalty: 4549.577148
	Iteration 32Q: 3 clusters Score -1155568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1155572.250000 Penalty: 4549.577148
	Iteration 33Q: 3 clusters Score -1155572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1155575.625000 Penalty: 4549.577148
	Iteration 34Q: 3 clusters Score -1155576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1155579.125000 Penalty: 4549.577148
	Iteration 35Q: 3 clusters Score -1155579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1155584.375000 Penalty: 4549.577148
	Iteration 36Q: 3 clusters Score -1155584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1155585.375000 Penalty: 4549.577148
	Iteration 37Q: 3 clusters Score -1155585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1155590.625000 Penalty: 4549.577148
	Iteration 38Q: 3 clusters Score -1155591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1155591.250000 Penalty: 4549.577148
	Iteration 39Q: 3 clusters Score -1155591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1155591.500000 Penalty: 4549.577148
	Iteration 40F: 3 clusters Score -1155592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1155592.625000 Penalty: 4549.577148
	Iteration 41Q: 3 clusters Score -1155593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1155592.125000 Penalty: 4549.577148
	Iteration 42Q: 3 clusters Score -1155592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1155591.875000 Penalty: 4549.577148
	Iteration 43Q: 3 clusters Score -1155592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1155592.625000 Penalty: 4549.577148
	Iteration 44Q: 3 clusters Score -1155593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1155593.000000 Penalty: 4549.577148
	Iteration 45Q: 3 clusters Score -1155593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1155592.875000 Penalty: 4549.577148
	Iteration 46Q: 3 clusters Score -1155593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1155592.250000 Penalty: 4549.577148
	Iteration 47Q: 3 clusters Score -1155592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1155593.625000 Penalty: 4549.577148
	Iteration 48Q: 3 clusters Score -1155594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1155593.625000 Penalty: 4549.577148
	Iteration 49F: 3 clusters Score -1155594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Entering Unmasked Estep 
Score: -1317205.500000 Penalty: 2273.523438
	Iteration 0F: 2 clusters Score -1317206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1309808.375000 Penalty: 4547.046875
	Iteration 0F: 3 clusters Score -1309808 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1311924.000000 Penalty: 4547.046875
	Iteration 1F: 3 clusters Score -1311924 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1312298.625000 Penalty: 4547.046875
	Iteration 2F: 3 clusters Score -1312299 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1312606.500000 Penalty: 4547.046875
	Iteration 3F: 3 clusters Score -1312606 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1312923.000000 Penalty: 4547.046875
	Iteration 4F: 3 clusters Score -1312923 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1313277.750000 Penalty: 4547.046875
	Iteration 5F: 3 clusters Score -1313278 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1313642.500000 Penalty: 4547.046875
	Iteration 6F: 3 clusters Score -1313642 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1313983.625000 Penalty: 4547.046875
	Iteration 7F: 3 clusters Score -1313984 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1314287.250000 Penalty: 4547.046875
	Iteration 8Q: 3 clusters Score -1314287 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1314578.000000 Penalty: 4547.046875
	Iteration 9Q: 3 clusters Score -1314578 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1314829.375000 Penalty: 4547.046875
	Iteration 10Q: 3 clusters Score -1314829 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1315058.000000 Penalty: 4547.046875
	Iteration 11Q: 3 clusters Score -1315058 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1315216.625000 Penalty: 4547.046875
	Iteration 12Q: 3 clusters Score -1315217 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1315337.625000 Penalty: 4547.046875
	Iteration 13Q: 3 clusters Score -1315338 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1315441.125000 Penalty: 4547.046875
	Iteration 14Q: 3 clusters Score -1315441 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1315508.000000 Penalty: 4547.046875
	Iteration 15Q: 3 clusters Score -1315508 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1315540.000000 Penalty: 4547.046875
	Iteration 16Q: 3 clusters Score -1315540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1315558.000000 Penalty: 4547.046875
	Iteration 17Q: 3 clusters Score -1315558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1315573.250000 Penalty: 4547.046875
	Iteration 18Q: 3 clusters Score -1315573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1315587.250000 Penalty: 4547.046875
	Iteration 19Q: 3 clusters Score -1315587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1315593.000000 Penalty: 4547.046875
	Iteration 20F: 3 clusters Score -1315593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1315602.250000 Penalty: 4547.046875
	Iteration 21Q: 3 clusters Score -1315602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1315605.500000 Penalty: 4547.046875
	Iteration 22Q: 3 clusters Score -1315606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1315609.750000 Penalty: 4547.046875
	Iteration 23Q: 3 clusters Score -1315610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1315616.375000 Penalty: 4547.046875
	Iteration 24Q: 3 clusters Score -1315616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1315619.375000 Penalty: 4547.046875
	Iteration 25Q: 3 clusters Score -1315619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1315624.625000 Penalty: 4547.046875
	Iteration 26Q: 3 clusters Score -1315625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1315624.000000 Penalty: 4547.046875
	Iteration 27Q: 3 clusters Score -1315624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1315623.125000 Penalty: 4547.046875
	Iteration 28Q: 3 clusters Score -1315623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1315625.625000 Penalty: 4547.046875
	Iteration 29Q: 3 clusters Score -1315626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1315628.875000 Penalty: 4547.046875
	Iteration 30Q: 3 clusters Score -1315629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1315628.125000 Penalty: 4547.046875
	Iteration 31Q: 3 clusters Score -1315628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1315628.125000 Penalty: 4547.046875
	Iteration 32F: 3 clusters Score -1315628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Entering Unmasked Estep 
Score: -6301190.500000 Penalty: 2665.190186
	Iteration 0F: 2 clusters Score -6301190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -6269841.500000 Penalty: 5330.380371
	Iteration 0F: 3 clusters Score -6269842 nChanged 21371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -6281857.500000 Penalty: 5330.380371
	Iteration 1F: 3 clusters Score -6281858 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -6282673.500000 Penalty: 5330.380371
	Iteration 2Q: 3 clusters Score -6282674 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -6283516.000000 Penalty: 5330.380371
	Iteration 3Q: 3 clusters Score -6283516 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -6284488.500000 Penalty: 5330.380371
	Iteration 4Q: 3 clusters Score -6284488 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -6285764.500000 Penalty: 5330.380371
	Iteration 5F: 3 clusters Score -6285764 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -6287417.500000 Penalty: 5330.380371
	Iteration 6F: 3 clusters Score -6287418 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -6289494.000000 Penalty: 5330.380371
	Iteration 7F: 3 clusters Score -6289494 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -6291584.000000 Penalty: 5330.380371
	Iteration 8F: 3 clusters Score -6291584 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -6293278.000000 Penalty: 5330.380371
	Iteration 9Q: 3 clusters Score -6293278 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -6294542.000000 Penalty: 5330.380371
	Iteration 10Q: 3 clusters Score -6294542 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -6295394.500000 Penalty: 5330.380371
	Iteration 11Q: 3 clusters Score -6295394 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -6296026.500000 Penalty: 5330.380371
	Iteration 12Q: 3 clusters Score -6296026 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -6296513.500000 Penalty: 5330.380371
	Iteration 13Q: 3 clusters Score -6296514 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -6296967.000000 Penalty: 5330.380371
	Iteration 14Q: 3 clusters Score -6296967 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -6297278.000000 Penalty: 5330.380371
	Iteration 15Q: 3 clusters Score -6297278 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -6297543.000000 Penalty: 5330.380371
	Iteration 16Q: 3 clusters Score -6297543 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -6297782.500000 Penalty: 5330.380371
	Iteration 17Q: 3 clusters Score -6297782 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -6297958.500000 Penalty: 5330.380371
	Iteration 18Q: 3 clusters Score -6297958 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -6298112.500000 Penalty: 5330.380371
	Iteration 19Q: 3 clusters Score -6298112 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6298267.500000 Penalty: 5330.380371
	Iteration 20F: 3 clusters Score -6298268 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -6298404.000000 Penalty: 5330.380371
	Iteration 21Q: 3 clusters Score -6298404 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6298528.000000 Penalty: 5330.380371
	Iteration 22Q: 3 clusters Score -6298528 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6298591.500000 Penalty: 5330.380371
	Iteration 23Q: 3 clusters Score -6298592 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6298627.500000 Penalty: 5330.380371
	Iteration 24Q: 3 clusters Score -6298628 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6298681.000000 Penalty: 5330.380371
	Iteration 25Q: 3 clusters Score -6298681 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6298711.500000 Penalty: 5330.380371
	Iteration 26Q: 3 clusters Score -6298712 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6298745.000000 Penalty: 5330.380371
	Iteration 27Q: 3 clusters Score -6298745 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6298786.000000 Penalty: 5330.380371
	Iteration 28Q: 3 clusters Score -6298786 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6298818.500000 Penalty: 5330.380371
	Iteration 29Q: 3 clusters Score -6298818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6298836.000000 Penalty: 5330.380371
	Iteration 30Q: 3 clusters Score -6298836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6298848.500000 Penalty: 5330.380371
	Iteration 31Q: 3 clusters Score -6298848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6298865.500000 Penalty: 5330.380371
	Iteration 32Q: 3 clusters Score -6298866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6298879.500000 Penalty: 5330.380371
	Iteration 33Q: 3 clusters Score -6298880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6298908.000000 Penalty: 5330.380371
	Iteration 34Q: 3 clusters Score -6298908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6298915.500000 Penalty: 5330.380371
	Iteration 35Q: 3 clusters Score -6298916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6298934.000000 Penalty: 5330.380371
	Iteration 36Q: 3 clusters Score -6298934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6298935.500000 Penalty: 5330.380371
	Iteration 37Q: 3 clusters Score -6298936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6298952.500000 Penalty: 5330.380371
	Iteration 38Q: 3 clusters Score -6298952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6298961.000000 Penalty: 5330.380371
	Iteration 39Q: 3 clusters Score -6298961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6298964.000000 Penalty: 5330.380371
	Iteration 40F: 3 clusters Score -6298964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6298966.000000 Penalty: 5330.380371
	Iteration 41Q: 3 clusters Score -6298966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6298969.500000 Penalty: 5330.380371
	Iteration 42Q: 3 clusters Score -6298970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6298965.500000 Penalty: 5330.380371
	Iteration 43Q: 3 clusters Score -6298966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6298972.000000 Penalty: 5330.380371
	Iteration 44Q: 3 clusters Score -6298972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6298980.500000 Penalty: 5330.380371
	Iteration 45Q: 3 clusters Score -6298980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6298987.000000 Penalty: 5330.380371
	Iteration 46Q: 3 clusters Score -6298987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6298993.000000 Penalty: 5330.380371
	Iteration 47Q: 3 clusters Score -6298993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6298998.000000 Penalty: 5330.380371
	Iteration 48Q: 3 clusters Score -6298998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6299009.500000 Penalty: 5330.380371
	Iteration 49Q: 3 clusters Score -6299010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6299012.000000 Penalty: 5330.380371
	Iteration 50Q: 3 clusters Score -6299012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6299014.500000 Penalty: 5330.380371
	Iteration 51Q: 3 clusters Score -6299014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6299020.500000 Penalty: 5330.380371
	Iteration 52Q: 3 clusters Score -6299020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6299011.500000 Penalty: 5330.380371
	Iteration 53Q: 3 clusters Score -6299012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6299018.000000 Penalty: 5330.380371
	Iteration 54Q: 3 clusters Score -6299018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6299023.000000 Penalty: 5330.380371
	Iteration 55Q: 3 clusters Score -6299023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6299012.500000 Penalty: 5330.380371
	Iteration 56Q: 3 clusters Score -6299012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6299012.500000 Penalty: 5330.380371
	Iteration 57F: 3 clusters Score -6299012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (86088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86088 members 
Entering Unmasked Estep 
Score: -11744154.000000 Penalty: 2818.054932
	Iteration 0F: 2 clusters Score -1.174415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -11686378.000000 Penalty: 5636.109863
	Iteration 0F: 3 clusters Score -1.168638e+07 nChanged 40676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -11709800.000000 Penalty: 5636.109863
	Iteration 1F: 3 clusters Score -1.17098e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -11711067.000000 Penalty: 5636.109863
	Iteration 2Q: 3 clusters Score -1.171107e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -11712653.000000 Penalty: 5636.109863
	Iteration 3Q: 3 clusters Score -1.171265e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -11714637.000000 Penalty: 5636.109863
	Iteration 4F: 3 clusters Score -1.171464e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -11716789.000000 Penalty: 5636.109863
	Iteration 5F: 3 clusters Score -1.171679e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -11719009.000000 Penalty: 5636.109863
	Iteration 6F: 3 clusters Score -1.171901e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -11721223.000000 Penalty: 5636.109863
	Iteration 7F: 3 clusters Score -1.172122e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -11723301.000000 Penalty: 5636.109863
	Iteration 8Q: 3 clusters Score -1.17233e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -11725291.000000 Penalty: 5636.109863
	Iteration 9Q: 3 clusters Score -1.172529e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -11727680.000000 Penalty: 5636.109863
	Iteration 10Q: 3 clusters Score -1.172768e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66034 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -11730592.000000 Penalty: 5636.109863
	Iteration 11Q: 3 clusters Score -1.173059e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68837 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -11733728.000000 Penalty: 5636.109863
	Iteration 12Q: 3 clusters Score -1.173373e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70961 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -11735846.000000 Penalty: 5636.109863
	Iteration 13Q: 3 clusters Score -1.173585e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72586 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -11737133.000000 Penalty: 5636.109863
	Iteration 14Q: 3 clusters Score -1.173713e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -11737884.000000 Penalty: 5636.109863
	Iteration 15Q: 3 clusters Score -1.173788e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75062 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -11738404.000000 Penalty: 5636.109863
	Iteration 16Q: 3 clusters Score -1.17384e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76098 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -11738872.000000 Penalty: 5636.109863
	Iteration 17Q: 3 clusters Score -1.173887e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77037 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -11739258.000000 Penalty: 5636.109863
	Iteration 18Q: 3 clusters Score -1.173926e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -11739521.000000 Penalty: 5636.109863
	Iteration 19Q: 3 clusters Score -1.173952e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78571 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -11739807.000000 Penalty: 5636.109863
	Iteration 20F: 3 clusters Score -1.173981e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -11740050.000000 Penalty: 5636.109863
	Iteration 21Q: 3 clusters Score -1.174005e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79743 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -11740240.000000 Penalty: 5636.109863
	Iteration 22Q: 3 clusters Score -1.174024e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80260 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -11740419.000000 Penalty: 5636.109863
	Iteration 23Q: 3 clusters Score -1.174042e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80709 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -11740584.000000 Penalty: 5636.109863
	Iteration 24Q: 3 clusters Score -1.174058e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81091 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -11740699.000000 Penalty: 5636.109863
	Iteration 25Q: 3 clusters Score -1.17407e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81453 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -11740805.000000 Penalty: 5636.109863
	Iteration 26Q: 3 clusters Score -1.17408e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -11740957.000000 Penalty: 5636.109863
	Iteration 27Q: 3 clusters Score -1.174096e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82131 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -11741052.000000 Penalty: 5636.109863
	Iteration 28Q: 3 clusters Score -1.174105e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82439 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -11741161.000000 Penalty: 5636.109863
	Iteration 29Q: 3 clusters Score -1.174116e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82722 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -11741266.000000 Penalty: 5636.109863
	Iteration 30Q: 3 clusters Score -1.174127e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82972 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -11741367.000000 Penalty: 5636.109863
	Iteration 31Q: 3 clusters Score -1.174137e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -11741431.000000 Penalty: 5636.109863
	Iteration 32Q: 3 clusters Score -1.174143e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83351 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -11741476.000000 Penalty: 5636.109863
	Iteration 33Q: 3 clusters Score -1.174148e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -11741528.000000 Penalty: 5636.109863
	Iteration 34Q: 3 clusters Score -1.174153e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83619 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -11741562.000000 Penalty: 5636.109863
	Iteration 35Q: 3 clusters Score -1.174156e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83726 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -11741548.000000 Penalty: 5636.109863
	Iteration 36Q: 3 clusters Score -1.174155e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83814 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -11741588.000000 Penalty: 5636.109863
	Iteration 37Q: 3 clusters Score -1.174159e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83897 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -11741607.000000 Penalty: 5636.109863
	Iteration 38Q: 3 clusters Score -1.174161e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83959 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -11741636.000000 Penalty: 5636.109863
	Iteration 39Q: 3 clusters Score -1.174164e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84007 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -11741662.000000 Penalty: 5636.109863
	Iteration 40F: 3 clusters Score -1.174166e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84052 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -11741660.000000 Penalty: 5636.109863
	Iteration 41Q: 3 clusters Score -1.174166e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84090 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -11741677.000000 Penalty: 5636.109863
	Iteration 42Q: 3 clusters Score -1.174168e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84132 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -11741697.000000 Penalty: 5636.109863
	Iteration 43Q: 3 clusters Score -1.17417e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84164 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -11741702.000000 Penalty: 5636.109863
	Iteration 44Q: 3 clusters Score -1.17417e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84191 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -11741700.000000 Penalty: 5636.109863
	Iteration 45Q: 3 clusters Score -1.17417e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84220 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -11741712.000000 Penalty: 5636.109863
	Iteration 46Q: 3 clusters Score -1.174171e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -11741703.000000 Penalty: 5636.109863
	Iteration 47Q: 3 clusters Score -1.17417e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84267 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -11741705.000000 Penalty: 5636.109863
	Iteration 48Q: 3 clusters Score -1.17417e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84291 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -11741725.000000 Penalty: 5636.109863
	Iteration 49Q: 3 clusters Score -1.174172e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84315 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -11741731.000000 Penalty: 5636.109863
	Iteration 50Q: 3 clusters Score -1.174173e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84333 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -11741752.000000 Penalty: 5636.109863
	Iteration 51Q: 3 clusters Score -1.174175e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84355 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -11741756.000000 Penalty: 5636.109863
	Iteration 52Q: 3 clusters Score -1.174176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -11741756.000000 Penalty: 5636.109863
	Iteration 53Q: 3 clusters Score -1.174176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84379 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -11741740.000000 Penalty: 5636.109863
	Iteration 54Q: 3 clusters Score -1.174174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84392 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -11741743.000000 Penalty: 5636.109863
	Iteration 55Q: 3 clusters Score -1.174174e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84411 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -11741746.000000 Penalty: 5636.109863
	Iteration 56Q: 3 clusters Score -1.174175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84427 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -11741759.000000 Penalty: 5636.109863
	Iteration 57Q: 3 clusters Score -1.174176e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -11741759.000000 Penalty: 5636.109863
	Iteration 58Q: 3 clusters Score -1.174176e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84466 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -11741757.000000 Penalty: 5636.109863
	Iteration 59Q: 3 clusters Score -1.174176e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84486 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -11741758.000000 Penalty: 5636.109863
	Iteration 60F: 3 clusters Score -1.174176e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84502 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -11741771.000000 Penalty: 5636.109863
	Iteration 61Q: 3 clusters Score -1.174177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -11741764.000000 Penalty: 5636.109863
	Iteration 62Q: 3 clusters Score -1.174176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84525 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -11741772.000000 Penalty: 5636.109863
	Iteration 63Q: 3 clusters Score -1.174177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84541 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -11741783.000000 Penalty: 5636.109863
	Iteration 64Q: 3 clusters Score -1.174178e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84563 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -11741798.000000 Penalty: 5636.109863
	Iteration 65Q: 3 clusters Score -1.17418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84578 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -11741796.000000 Penalty: 5636.109863
	Iteration 66Q: 3 clusters Score -1.17418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84583 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -11741809.000000 Penalty: 5636.109863
	Iteration 67Q: 3 clusters Score -1.174181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84586 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -11741807.000000 Penalty: 5636.109863
	Iteration 68Q: 3 clusters Score -1.174181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84589 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -11741796.000000 Penalty: 5636.109863
	Iteration 69Q: 3 clusters Score -1.17418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84592 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -11741805.000000 Penalty: 5636.109863
	Iteration 70Q: 3 clusters Score -1.17418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84594 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -11741800.000000 Penalty: 5636.109863
	Iteration 71Q: 3 clusters Score -1.17418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84599 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -11741786.000000 Penalty: 5636.109863
	Iteration 72Q: 3 clusters Score -1.174179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84606 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -11741793.000000 Penalty: 5636.109863
	Iteration 73Q: 3 clusters Score -1.174179e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84618 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -11741791.000000 Penalty: 5636.109863
	Iteration 74Q: 3 clusters Score -1.174179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84627 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -11741810.000000 Penalty: 5636.109863
	Iteration 75Q: 3 clusters Score -1.174181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84635 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -11741804.000000 Penalty: 5636.109863
	Iteration 76Q: 3 clusters Score -1.17418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84638 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -11741804.000000 Penalty: 5636.109863
	Iteration 77Q: 3 clusters Score -1.17418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84640 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -11741811.000000 Penalty: 5636.109863
	Iteration 78Q: 3 clusters Score -1.174181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84640 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -11741811.000000 Penalty: 5636.109863
	Iteration 79F: 3 clusters Score -1.174181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Entering Unmasked Estep 
Score: -1648389.375000 Penalty: 2338.270996
	Iteration 0F: 2 clusters Score -1648389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1639097.375000 Penalty: 4676.541992
	Iteration 0F: 3 clusters Score -1639097 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1642346.750000 Penalty: 4676.541992
	Iteration 1F: 3 clusters Score -1642347 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1643116.000000 Penalty: 4676.541992
	Iteration 2F: 3 clusters Score -1643116 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1643749.375000 Penalty: 4676.541992
	Iteration 3F: 3 clusters Score -1643749 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1644364.000000 Penalty: 4676.541992
	Iteration 4F: 3 clusters Score -1644364 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1645017.625000 Penalty: 4676.541992
	Iteration 5F: 3 clusters Score -1645018 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1645604.250000 Penalty: 4676.541992
	Iteration 6F: 3 clusters Score -1645604 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1645981.375000 Penalty: 4676.541992
	Iteration 7F: 3 clusters Score -1645981 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1646237.125000 Penalty: 4676.541992
	Iteration 8Q: 3 clusters Score -1646237 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1646366.625000 Penalty: 4676.541992
	Iteration 9Q: 3 clusters Score -1646367 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1646434.375000 Penalty: 4676.541992
	Iteration 10Q: 3 clusters Score -1646434 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1646475.625000 Penalty: 4676.541992
	Iteration 11Q: 3 clusters Score -1646476 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1646505.625000 Penalty: 4676.541992
	Iteration 12Q: 3 clusters Score -1646506 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1646523.875000 Penalty: 4676.541992
	Iteration 13Q: 3 clusters Score -1646524 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1646528.625000 Penalty: 4676.541992
	Iteration 14Q: 3 clusters Score -1646529 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1646533.500000 Penalty: 4676.541992
	Iteration 15Q: 3 clusters Score -1646534 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1646548.750000 Penalty: 4676.541992
	Iteration 16Q: 3 clusters Score -1646549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1646552.375000 Penalty: 4676.541992
	Iteration 17Q: 3 clusters Score -1646552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1646550.625000 Penalty: 4676.541992
	Iteration 18Q: 3 clusters Score -1646551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1646559.125000 Penalty: 4676.541992
	Iteration 19Q: 3 clusters Score -1646559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1646561.375000 Penalty: 4676.541992
	Iteration 20F: 3 clusters Score -1646561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1646573.000000 Penalty: 4676.541992
	Iteration 21Q: 3 clusters Score -1646573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1646580.000000 Penalty: 4676.541992
	Iteration 22Q: 3 clusters Score -1646580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1646580.375000 Penalty: 4676.541992
	Iteration 23Q: 3 clusters Score -1646580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1646581.625000 Penalty: 4676.541992
	Iteration 24Q: 3 clusters Score -1646582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1646580.375000 Penalty: 4676.541992
	Iteration 25Q: 3 clusters Score -1646580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1646581.625000 Penalty: 4676.541992
	Iteration 26Q: 3 clusters Score -1646582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1646584.375000 Penalty: 4676.541992
	Iteration 27Q: 3 clusters Score -1646584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1646585.500000 Penalty: 4676.541992
	Iteration 28Q: 3 clusters Score -1646586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1646588.750000 Penalty: 4676.541992
	Iteration 29Q: 3 clusters Score -1646589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1646592.875000 Penalty: 4676.541992
	Iteration 30Q: 3 clusters Score -1646593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1646593.500000 Penalty: 4676.541992
	Iteration 31Q: 3 clusters Score -1646594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1646590.625000 Penalty: 4676.541992
	Iteration 32Q: 3 clusters Score -1646591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1646589.500000 Penalty: 4676.541992
	Iteration 33Q: 3 clusters Score -1646590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1646588.625000 Penalty: 4676.541992
	Iteration 34Q: 3 clusters Score -1646589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1646588.000000 Penalty: 4676.541992
	Iteration 35Q: 3 clusters Score -1646588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1646591.625000 Penalty: 4676.541992
	Iteration 36Q: 3 clusters Score -1646592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1646595.750000 Penalty: 4676.541992
	Iteration 37Q: 3 clusters Score -1646596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1646595.750000 Penalty: 4676.541992
	Iteration 38Q: 3 clusters Score -1646596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1646598.125000 Penalty: 4676.541992
	Iteration 39Q: 3 clusters Score -1646598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1646597.250000 Penalty: 4676.541992
	Iteration 40F: 3 clusters Score -1646597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1646600.750000 Penalty: 4676.541992
	Iteration 41Q: 3 clusters Score -1646601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1646598.875000 Penalty: 4676.541992
	Iteration 42Q: 3 clusters Score -1646599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1646600.500000 Penalty: 4676.541992
	Iteration 43Q: 3 clusters Score -1646600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1646601.500000 Penalty: 4676.541992
	Iteration 44Q: 3 clusters Score -1646602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1646601.250000 Penalty: 4676.541992
	Iteration 45Q: 3 clusters Score -1646601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1646602.875000 Penalty: 4676.541992
	Iteration 46Q: 3 clusters Score -1646603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1646603.500000 Penalty: 4676.541992
	Iteration 47Q: 3 clusters Score -1646604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1646601.750000 Penalty: 4676.541992
	Iteration 48Q: 3 clusters Score -1646602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1646601.000000 Penalty: 4676.541992
	Iteration 49Q: 3 clusters Score -1646601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1646605.500000 Penalty: 4676.541992
	Iteration 50Q: 3 clusters Score -1646606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1646605.000000 Penalty: 4676.541992
	Iteration 51Q: 3 clusters Score -1646605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1646603.000000 Penalty: 4676.541992
	Iteration 52Q: 3 clusters Score -1646603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1646606.625000 Penalty: 4676.541992
	Iteration 53Q: 3 clusters Score -1646607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1646606.375000 Penalty: 4676.541992
	Iteration 54Q: 3 clusters Score -1646606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1646603.375000 Penalty: 4676.541992
	Iteration 55Q: 3 clusters Score -1646603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1646598.750000 Penalty: 4676.541992
	Iteration 56Q: 3 clusters Score -1646599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1646599.875000 Penalty: 4676.541992
	Iteration 57Q: 3 clusters Score -1646600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1646599.875000 Penalty: 4676.541992
	Iteration 58Q: 3 clusters Score -1646600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1646598.750000 Penalty: 4676.541992
	Iteration 59Q: 3 clusters Score -1646599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1646602.125000 Penalty: 4676.541992
	Iteration 60F: 3 clusters Score -1646602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1646607.125000 Penalty: 4676.541992
	Iteration 61Q: 3 clusters Score -1646607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1646606.750000 Penalty: 4676.541992
	Iteration 62Q: 3 clusters Score -1646607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1646606.875000 Penalty: 4676.541992
	Iteration 63Q: 3 clusters Score -1646607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1646609.500000 Penalty: 4676.541992
	Iteration 64Q: 3 clusters Score -1646610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1646614.625000 Penalty: 4676.541992
	Iteration 65Q: 3 clusters Score -1646615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1646614.000000 Penalty: 4676.541992
	Iteration 66Q: 3 clusters Score -1646614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1646620.375000 Penalty: 4676.541992
	Iteration 67Q: 3 clusters Score -1646620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1646623.500000 Penalty: 4676.541992
	Iteration 68Q: 3 clusters Score -1646624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1646623.750000 Penalty: 4676.541992
	Iteration 69Q: 3 clusters Score -1646624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1646628.875000 Penalty: 4676.541992
	Iteration 70Q: 3 clusters Score -1646629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1646628.875000 Penalty: 4676.541992
	Iteration 71Q: 3 clusters Score -1646629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1646629.250000 Penalty: 4676.541992
	Iteration 72Q: 3 clusters Score -1646629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1646634.625000 Penalty: 4676.541992
	Iteration 73Q: 3 clusters Score -1646635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1646632.875000 Penalty: 4676.541992
	Iteration 74Q: 3 clusters Score -1646633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1646631.875000 Penalty: 4676.541992
	Iteration 75Q: 3 clusters Score -1646632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1646633.500000 Penalty: 4676.541992
	Iteration 76Q: 3 clusters Score -1646634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1646633.750000 Penalty: 4676.541992
	Iteration 77Q: 3 clusters Score -1646634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1646635.750000 Penalty: 4676.541992
	Iteration 78Q: 3 clusters Score -1646636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1646636.750000 Penalty: 4676.541992
	Iteration 79Q: 3 clusters Score -1646637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1646634.750000 Penalty: 4676.541992
	Iteration 80F: 3 clusters Score -1646635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1646636.250000 Penalty: 4676.541992
	Iteration 81Q: 3 clusters Score -1646636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1646639.750000 Penalty: 4676.541992
	Iteration 82Q: 3 clusters Score -1646640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1646642.000000 Penalty: 4676.541992
	Iteration 83Q: 3 clusters Score -1646642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1646645.625000 Penalty: 4676.541992
	Iteration 84Q: 3 clusters Score -1646646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1646648.000000 Penalty: 4676.541992
	Iteration 85Q: 3 clusters Score -1646648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1646648.000000 Penalty: 4676.541992
	Iteration 86Q: 3 clusters Score -1646648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1646652.500000 Penalty: 4676.541992
	Iteration 87Q: 3 clusters Score -1646652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1646652.125000 Penalty: 4676.541992
	Iteration 88Q: 3 clusters Score -1646652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1646652.500000 Penalty: 4676.541992
	Iteration 89Q: 3 clusters Score -1646652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1646655.750000 Penalty: 4676.541992
	Iteration 90Q: 3 clusters Score -1646656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1646663.250000 Penalty: 4676.541992
	Iteration 91Q: 3 clusters Score -1646663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1646660.125000 Penalty: 4676.541992
	Iteration 92Q: 3 clusters Score -1646660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1646660.125000 Penalty: 4676.541992
	Iteration 93Q: 3 clusters Score -1646660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1646666.375000 Penalty: 4676.541992
	Iteration 94Q: 3 clusters Score -1646666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1646668.875000 Penalty: 4676.541992
	Iteration 95Q: 3 clusters Score -1646669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1646669.125000 Penalty: 4676.541992
	Iteration 96Q: 3 clusters Score -1646669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1646670.875000 Penalty: 4676.541992
	Iteration 97Q: 3 clusters Score -1646671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1646673.875000 Penalty: 4676.541992
	Iteration 98Q: 3 clusters Score -1646674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1646682.500000 Penalty: 4676.541992
	Iteration 99Q: 3 clusters Score -1646682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1646687.875000 Penalty: 4676.541992
	Iteration 100F: 3 clusters Score -1646688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1646689.000000 Penalty: 4676.541992
	Iteration 101Q: 3 clusters Score -1646689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1646696.375000 Penalty: 4676.541992
	Iteration 102Q: 3 clusters Score -1646696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1646697.625000 Penalty: 4676.541992
	Iteration 103Q: 3 clusters Score -1646698 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1646703.625000 Penalty: 4676.541992
	Iteration 104Q: 3 clusters Score -1646704 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1646717.750000 Penalty: 4676.541992
	Iteration 105Q: 3 clusters Score -1646718 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1646732.750000 Penalty: 4676.541992
	Iteration 106Q: 3 clusters Score -1646733 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1646742.750000 Penalty: 4676.541992
	Iteration 107Q: 3 clusters Score -1646743 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1646763.250000 Penalty: 4676.541992
	Iteration 108Q: 3 clusters Score -1646763 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1646775.750000 Penalty: 4676.541992
	Iteration 109Q: 3 clusters Score -1646776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1646786.875000 Penalty: 4676.541992
	Iteration 110Q: 3 clusters Score -1646787 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1646800.500000 Penalty: 4676.541992
	Iteration 111Q: 3 clusters Score -1646800 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1646805.625000 Penalty: 4676.541992
	Iteration 112Q: 3 clusters Score -1646806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1646812.750000 Penalty: 4676.541992
	Iteration 113Q: 3 clusters Score -1646813 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1646824.875000 Penalty: 4676.541992
	Iteration 114Q: 3 clusters Score -1646825 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1646825.625000 Penalty: 4676.541992
	Iteration 115Q: 3 clusters Score -1646826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1646840.500000 Penalty: 4676.541992
	Iteration 116Q: 3 clusters Score -1646840 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1646855.500000 Penalty: 4676.541992
	Iteration 117Q: 3 clusters Score -1646856 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1646860.250000 Penalty: 4676.541992
	Iteration 118Q: 3 clusters Score -1646860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1646875.500000 Penalty: 4676.541992
	Iteration 119Q: 3 clusters Score -1646876 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1646888.625000 Penalty: 4676.541992
	Iteration 120F: 3 clusters Score -1646889 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1646894.125000 Penalty: 4676.541992
	Iteration 121Q: 3 clusters Score -1646894 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1646902.875000 Penalty: 4676.541992
	Iteration 122Q: 3 clusters Score -1646903 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1646917.750000 Penalty: 4676.541992
	Iteration 123Q: 3 clusters Score -1646918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1646914.125000 Penalty: 4676.541992
	Iteration 124Q: 3 clusters Score -1646914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1646927.500000 Penalty: 4676.541992
	Iteration 125Q: 3 clusters Score -1646928 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1646936.125000 Penalty: 4676.541992
	Iteration 126Q: 3 clusters Score -1646936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1646940.375000 Penalty: 4676.541992
	Iteration 127Q: 3 clusters Score -1646940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1646942.375000 Penalty: 4676.541992
	Iteration 128Q: 3 clusters Score -1646942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1646944.625000 Penalty: 4676.541992
	Iteration 129Q: 3 clusters Score -1646945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1646948.125000 Penalty: 4676.541992
	Iteration 130Q: 3 clusters Score -1646948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1646949.250000 Penalty: 4676.541992
	Iteration 131Q: 3 clusters Score -1646949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1646954.375000 Penalty: 4676.541992
	Iteration 132Q: 3 clusters Score -1646954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1646965.250000 Penalty: 4676.541992
	Iteration 133Q: 3 clusters Score -1646965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1646961.125000 Penalty: 4676.541992
	Iteration 134Q: 3 clusters Score -1646961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1646966.250000 Penalty: 4676.541992
	Iteration 135Q: 3 clusters Score -1646966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1646962.625000 Penalty: 4676.541992
	Iteration 136Q: 3 clusters Score -1646963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1646964.500000 Penalty: 4676.541992
	Iteration 137Q: 3 clusters Score -1646964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1646963.375000 Penalty: 4676.541992
	Iteration 138Q: 3 clusters Score -1646963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1646965.125000 Penalty: 4676.541992
	Iteration 139Q: 3 clusters Score -1646965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1646967.625000 Penalty: 4676.541992
	Iteration 140F: 3 clusters Score -1646968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1646971.375000 Penalty: 4676.541992
	Iteration 141Q: 3 clusters Score -1646971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1646966.875000 Penalty: 4676.541992
	Iteration 142Q: 3 clusters Score -1646967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1646973.125000 Penalty: 4676.541992
	Iteration 143Q: 3 clusters Score -1646973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1646974.000000 Penalty: 4676.541992
	Iteration 144Q: 3 clusters Score -1646974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1646973.875000 Penalty: 4676.541992
	Iteration 145Q: 3 clusters Score -1646974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1646979.375000 Penalty: 4676.541992
	Iteration 146Q: 3 clusters Score -1646979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1646975.375000 Penalty: 4676.541992
	Iteration 147Q: 3 clusters Score -1646975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1646978.750000 Penalty: 4676.541992
	Iteration 148Q: 3 clusters Score -1646979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1646975.000000 Penalty: 4676.541992
	Iteration 149Q: 3 clusters Score -1646975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1646975.250000 Penalty: 4676.541992
	Iteration 150Q: 3 clusters Score -1646975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1646976.750000 Penalty: 4676.541992
	Iteration 151Q: 3 clusters Score -1646977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1646974.250000 Penalty: 4676.541992
	Iteration 152Q: 3 clusters Score -1646974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1646974.625000 Penalty: 4676.541992
	Iteration 153Q: 3 clusters Score -1646975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1646974.250000 Penalty: 4676.541992
	Iteration 154Q: 3 clusters Score -1646974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1646974.875000 Penalty: 4676.541992
	Iteration 155Q: 3 clusters Score -1646975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1646976.500000 Penalty: 4676.541992
	Iteration 156Q: 3 clusters Score -1646976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1646979.875000 Penalty: 4676.541992
	Iteration 157Q: 3 clusters Score -1646980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1646981.625000 Penalty: 4676.541992
	Iteration 158Q: 3 clusters Score -1646982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1646981.375000 Penalty: 4676.541992
	Iteration 159Q: 3 clusters Score -1646981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1646976.875000 Penalty: 4676.541992
	Iteration 160F: 3 clusters Score -1646977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1646978.625000 Penalty: 4676.541992
	Iteration 161Q: 3 clusters Score -1646979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1646981.000000 Penalty: 4676.541992
	Iteration 162Q: 3 clusters Score -1646981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1646981.750000 Penalty: 4676.541992
	Iteration 163Q: 3 clusters Score -1646982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1646981.625000 Penalty: 4676.541992
	Iteration 164Q: 3 clusters Score -1646982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1646981.750000 Penalty: 4676.541992
	Iteration 165Q: 3 clusters Score -1646982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1646981.750000 Penalty: 4676.541992
	Iteration 166F: 3 clusters Score -1646982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Entering Unmasked Estep 
Score: -225150.921875 Penalty: 1835.656738
	Iteration 0F: 2 clusters Score -225150.9 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 797 members 
Entering Unmasked Estep 
Score: -222754.765625 Penalty: 3671.313477
	Iteration 0F: 3 clusters Score -222754.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -223137.593750 Penalty: 3671.313477
	Iteration 1F: 3 clusters Score -223137.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -223249.937500 Penalty: 3671.313477
	Iteration 2F: 3 clusters Score -223249.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -223293.468750 Penalty: 3671.313477
	Iteration 3Q: 3 clusters Score -223293.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -223323.546875 Penalty: 3671.313477
	Iteration 4Q: 3 clusters Score -223323.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -223349.656250 Penalty: 3671.313477
	Iteration 5Q: 3 clusters Score -223349.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -223370.390625 Penalty: 3671.313477
	Iteration 6Q: 3 clusters Score -223370.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -223377.140625 Penalty: 3671.313477
	Iteration 7Q: 3 clusters Score -223377.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -223383.250000 Penalty: 3671.313477
	Iteration 8Q: 3 clusters Score -223383.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -223390.640625 Penalty: 3671.313477
	Iteration 9Q: 3 clusters Score -223390.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -223397.812500 Penalty: 3671.313477
	Iteration 10Q: 3 clusters Score -223397.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -223408.203125 Penalty: 3671.313477
	Iteration 11Q: 3 clusters Score -223408.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -223412.890625 Penalty: 3671.313477
	Iteration 12Q: 3 clusters Score -223412.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -223415.328125 Penalty: 3671.313477
	Iteration 13Q: 3 clusters Score -223415.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -223417.953125 Penalty: 3671.313477
	Iteration 14Q: 3 clusters Score -223418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -223421.828125 Penalty: 3671.313477
	Iteration 15Q: 3 clusters Score -223421.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -223425.312500 Penalty: 3671.313477
	Iteration 16Q: 3 clusters Score -223425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -223428.468750 Penalty: 3671.313477
	Iteration 17Q: 3 clusters Score -223428.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -223430.250000 Penalty: 3671.313477
	Iteration 18Q: 3 clusters Score -223430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -223431.203125 Penalty: 3671.313477
	Iteration 19Q: 3 clusters Score -223431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -223432.468750 Penalty: 3671.313477
	Iteration 20F: 3 clusters Score -223432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -223433.203125 Penalty: 3671.313477
	Iteration 21Q: 3 clusters Score -223433.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -223433.203125 Penalty: 3671.313477
	Iteration 22F: 3 clusters Score -223433.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -72419.671875 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -72419.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70959.312500 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -70959.31 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71217.515625 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -71217.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -71299.960938 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -71299.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -71355.718750 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -71355.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -71394.195312 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -71394.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -71425.765625 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -71425.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71467.546875 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -71467.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -71491.007812 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -71491.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71516.351562 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -71516.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -71537.757812 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -71537.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71546.898438 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -71546.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -71554.867188 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -71554.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -71560.109375 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -71560.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -71560.109375 Penalty: 3143.942627
	Iteration 13F: 3 clusters Score -71560.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Entering Unmasked Estep 
Score: -3599499.750000 Penalty: 2527.580566
	Iteration 0F: 2 clusters Score -3599500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3581056.750000 Penalty: 5055.161133
	Iteration 0F: 3 clusters Score -3581057 nChanged 11991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -3587494.750000 Penalty: 5055.161133
	Iteration 1F: 3 clusters Score -3587495 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3587955.750000 Penalty: 5055.161133
	Iteration 2Q: 3 clusters Score -3587956 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3588375.250000 Penalty: 5055.161133
	Iteration 3Q: 3 clusters Score -3588375 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -3588864.750000 Penalty: 5055.161133
	Iteration 4Q: 3 clusters Score -3588865 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -3589356.750000 Penalty: 5055.161133
	Iteration 5Q: 3 clusters Score -3589357 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3589886.000000 Penalty: 5055.161133
	Iteration 6Q: 3 clusters Score -3589886 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -3590473.750000 Penalty: 5055.161133
	Iteration 7Q: 3 clusters Score -3590474 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -3591055.000000 Penalty: 5055.161133
	Iteration 8Q: 3 clusters Score -3591055 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3591590.250000 Penalty: 5055.161133
	Iteration 9Q: 3 clusters Score -3591590 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3592020.250000 Penalty: 5055.161133
	Iteration 10Q: 3 clusters Score -3592020 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3592396.000000 Penalty: 5055.161133
	Iteration 11Q: 3 clusters Score -3592396 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3592697.500000 Penalty: 5055.161133
	Iteration 12Q: 3 clusters Score -3592698 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3592912.750000 Penalty: 5055.161133
	Iteration 13Q: 3 clusters Score -3592913 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3593066.250000 Penalty: 5055.161133
	Iteration 14Q: 3 clusters Score -3593066 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -3593196.500000 Penalty: 5055.161133
	Iteration 15Q: 3 clusters Score -3593196 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3593273.500000 Penalty: 5055.161133
	Iteration 16Q: 3 clusters Score -3593274 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3593345.750000 Penalty: 5055.161133
	Iteration 17Q: 3 clusters Score -3593346 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3593412.000000 Penalty: 5055.161133
	Iteration 18Q: 3 clusters Score -3593412 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3593469.750000 Penalty: 5055.161133
	Iteration 19Q: 3 clusters Score -3593470 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3593509.000000 Penalty: 5055.161133
	Iteration 20F: 3 clusters Score -3593509 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3593522.500000 Penalty: 5055.161133
	Iteration 21Q: 3 clusters Score -3593522 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3593567.750000 Penalty: 5055.161133
	Iteration 22Q: 3 clusters Score -3593568 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3593605.000000 Penalty: 5055.161133
	Iteration 23Q: 3 clusters Score -3593605 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3593639.750000 Penalty: 5055.161133
	Iteration 24Q: 3 clusters Score -3593640 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3593658.000000 Penalty: 5055.161133
	Iteration 25Q: 3 clusters Score -3593658 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -3593675.500000 Penalty: 5055.161133
	Iteration 26Q: 3 clusters Score -3593676 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3593699.250000 Penalty: 5055.161133
	Iteration 27Q: 3 clusters Score -3593699 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3593720.750000 Penalty: 5055.161133
	Iteration 28Q: 3 clusters Score -3593721 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3593734.750000 Penalty: 5055.161133
	Iteration 29Q: 3 clusters Score -3593735 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3593757.000000 Penalty: 5055.161133
	Iteration 30Q: 3 clusters Score -3593757 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3593774.750000 Penalty: 5055.161133
	Iteration 31Q: 3 clusters Score -3593775 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -3593780.000000 Penalty: 5055.161133
	Iteration 32Q: 3 clusters Score -3593780 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3593782.000000 Penalty: 5055.161133
	Iteration 33Q: 3 clusters Score -3593782 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -3593804.750000 Penalty: 5055.161133
	Iteration 34Q: 3 clusters Score -3593805 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3593812.500000 Penalty: 5055.161133
	Iteration 35Q: 3 clusters Score -3593812 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3593820.500000 Penalty: 5055.161133
	Iteration 36Q: 3 clusters Score -3593820 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -3593816.500000 Penalty: 5055.161133
	Iteration 37Q: 3 clusters Score -3593816 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3593822.250000 Penalty: 5055.161133
	Iteration 38Q: 3 clusters Score -3593822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3593838.500000 Penalty: 5055.161133
	Iteration 39Q: 3 clusters Score -3593838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3593847.750000 Penalty: 5055.161133
	Iteration 40F: 3 clusters Score -3593848 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3593844.000000 Penalty: 5055.161133
	Iteration 41Q: 3 clusters Score -3593844 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3593835.500000 Penalty: 5055.161133
	Iteration 42Q: 3 clusters Score -3593836 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3593845.000000 Penalty: 5055.161133
	Iteration 43Q: 3 clusters Score -3593845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -3593843.750000 Penalty: 5055.161133
	Iteration 44Q: 3 clusters Score -3593844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3593840.500000 Penalty: 5055.161133
	Iteration 45Q: 3 clusters Score -3593840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3593835.250000 Penalty: 5055.161133
	Iteration 46Q: 3 clusters Score -3593835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3593841.000000 Penalty: 5055.161133
	Iteration 47Q: 3 clusters Score -3593841 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3593845.250000 Penalty: 5055.161133
	Iteration 48Q: 3 clusters Score -3593845 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3593857.500000 Penalty: 5055.161133
	Iteration 49Q: 3 clusters Score -3593858 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -3593866.750000 Penalty: 5055.161133
	Iteration 50Q: 3 clusters Score -3593867 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -3593867.500000 Penalty: 5055.161133
	Iteration 51Q: 3 clusters Score -3593868 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3593878.250000 Penalty: 5055.161133
	Iteration 52Q: 3 clusters Score -3593878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3593877.750000 Penalty: 5055.161133
	Iteration 53Q: 3 clusters Score -3593878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3593879.250000 Penalty: 5055.161133
	Iteration 54Q: 3 clusters Score -3593879 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3593881.750000 Penalty: 5055.161133
	Iteration 55Q: 3 clusters Score -3593882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3593891.750000 Penalty: 5055.161133
	Iteration 56Q: 3 clusters Score -3593892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3593899.000000 Penalty: 5055.161133
	Iteration 57Q: 3 clusters Score -3593899 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -3593908.250000 Penalty: 5055.161133
	Iteration 58Q: 3 clusters Score -3593908 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3593919.750000 Penalty: 5055.161133
	Iteration 59Q: 3 clusters Score -3593920 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3593915.500000 Penalty: 5055.161133
	Iteration 60F: 3 clusters Score -3593916 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3593926.500000 Penalty: 5055.161133
	Iteration 61Q: 3 clusters Score -3593926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3593932.250000 Penalty: 5055.161133
	Iteration 62Q: 3 clusters Score -3593932 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -3593936.500000 Penalty: 5055.161133
	Iteration 63Q: 3 clusters Score -3593936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -3593929.000000 Penalty: 5055.161133
	Iteration 64Q: 3 clusters Score -3593929 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3593934.750000 Penalty: 5055.161133
	Iteration 65Q: 3 clusters Score -3593935 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3593930.500000 Penalty: 5055.161133
	Iteration 66Q: 3 clusters Score -3593930 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3593936.750000 Penalty: 5055.161133
	Iteration 67Q: 3 clusters Score -3593937 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -3593945.750000 Penalty: 5055.161133
	Iteration 68Q: 3 clusters Score -3593946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3593957.250000 Penalty: 5055.161133
	Iteration 69Q: 3 clusters Score -3593957 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -3593946.750000 Penalty: 5055.161133
	Iteration 70Q: 3 clusters Score -3593947 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3593962.500000 Penalty: 5055.161133
	Iteration 71Q: 3 clusters Score -3593962 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3593975.750000 Penalty: 5055.161133
	Iteration 72Q: 3 clusters Score -3593976 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -3593985.500000 Penalty: 5055.161133
	Iteration 73Q: 3 clusters Score -3593986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -3593988.000000 Penalty: 5055.161133
	Iteration 74Q: 3 clusters Score -3593988 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3593991.750000 Penalty: 5055.161133
	Iteration 75Q: 3 clusters Score -3593992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -3594001.250000 Penalty: 5055.161133
	Iteration 76Q: 3 clusters Score -3594001 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3594006.750000 Penalty: 5055.161133
	Iteration 77Q: 3 clusters Score -3594007 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3594027.000000 Penalty: 5055.161133
	Iteration 78Q: 3 clusters Score -3594027 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3594026.750000 Penalty: 5055.161133
	Iteration 79Q: 3 clusters Score -3594027 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -3594029.000000 Penalty: 5055.161133
	Iteration 80F: 3 clusters Score -3594029 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -3594034.750000 Penalty: 5055.161133
	Iteration 81Q: 3 clusters Score -3594035 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -3594051.500000 Penalty: 5055.161133
	Iteration 82Q: 3 clusters Score -3594052 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -3594053.000000 Penalty: 5055.161133
	Iteration 83Q: 3 clusters Score -3594053 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -3594067.250000 Penalty: 5055.161133
	Iteration 84Q: 3 clusters Score -3594067 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -3594073.000000 Penalty: 5055.161133
	Iteration 85Q: 3 clusters Score -3594073 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -3594096.750000 Penalty: 5055.161133
	Iteration 86Q: 3 clusters Score -3594097 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -3594116.250000 Penalty: 5055.161133
	Iteration 87Q: 3 clusters Score -3594116 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -3594122.500000 Penalty: 5055.161133
	Iteration 88Q: 3 clusters Score -3594122 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -3594133.750000 Penalty: 5055.161133
	Iteration 89Q: 3 clusters Score -3594134 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -3594151.000000 Penalty: 5055.161133
	Iteration 90Q: 3 clusters Score -3594151 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3594172.500000 Penalty: 5055.161133
	Iteration 91Q: 3 clusters Score -3594172 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3594192.500000 Penalty: 5055.161133
	Iteration 92Q: 3 clusters Score -3594192 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3594201.000000 Penalty: 5055.161133
	Iteration 93Q: 3 clusters Score -3594201 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -3594235.000000 Penalty: 5055.161133
	Iteration 94Q: 3 clusters Score -3594235 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -3594250.500000 Penalty: 5055.161133
	Iteration 95Q: 3 clusters Score -3594250 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -3594286.750000 Penalty: 5055.161133
	Iteration 96Q: 3 clusters Score -3594287 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -3594303.500000 Penalty: 5055.161133
	Iteration 97Q: 3 clusters Score -3594304 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3594329.750000 Penalty: 5055.161133
	Iteration 98Q: 3 clusters Score -3594330 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -3594357.250000 Penalty: 5055.161133
	Iteration 99Q: 3 clusters Score -3594357 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -3594384.250000 Penalty: 5055.161133
	Iteration 100F: 3 clusters Score -3594384 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -3594431.750000 Penalty: 5055.161133
	Iteration 101Q: 3 clusters Score -3594432 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -3594460.500000 Penalty: 5055.161133
	Iteration 102Q: 3 clusters Score -3594460 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -3594466.500000 Penalty: 5055.161133
	Iteration 103Q: 3 clusters Score -3594466 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3594511.000000 Penalty: 5055.161133
	Iteration 104Q: 3 clusters Score -3594511 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -3594537.000000 Penalty: 5055.161133
	Iteration 105Q: 3 clusters Score -3594537 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3594583.250000 Penalty: 5055.161133
	Iteration 106Q: 3 clusters Score -3594583 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -3594639.000000 Penalty: 5055.161133
	Iteration 107Q: 3 clusters Score -3594639 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -3594700.750000 Penalty: 5055.161133
	Iteration 108Q: 3 clusters Score -3594701 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -3594780.000000 Penalty: 5055.161133
	Iteration 109Q: 3 clusters Score -3594780 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -3594870.000000 Penalty: 5055.161133
	Iteration 110Q: 3 clusters Score -3594870 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -3594986.000000 Penalty: 5055.161133
	Iteration 111Q: 3 clusters Score -3594986 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -3595117.500000 Penalty: 5055.161133
	Iteration 112Q: 3 clusters Score -3595118 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -3595270.250000 Penalty: 5055.161133
	Iteration 113Q: 3 clusters Score -3595270 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -3595426.500000 Penalty: 5055.161133
	Iteration 114Q: 3 clusters Score -3595426 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -3595610.000000 Penalty: 5055.161133
	Iteration 115Q: 3 clusters Score -3595610 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -3595767.000000 Penalty: 5055.161133
	Iteration 116Q: 3 clusters Score -3595767 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3595954.750000 Penalty: 5055.161133
	Iteration 117Q: 3 clusters Score -3595955 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3596109.000000 Penalty: 5055.161133
	Iteration 118Q: 3 clusters Score -3596109 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3596289.500000 Penalty: 5055.161133
	Iteration 119Q: 3 clusters Score -3596290 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -3596467.000000 Penalty: 5055.161133
	Iteration 120F: 3 clusters Score -3596467 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -3596609.000000 Penalty: 5055.161133
	Iteration 121Q: 3 clusters Score -3596609 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3596769.250000 Penalty: 5055.161133
	Iteration 122Q: 3 clusters Score -3596769 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3596908.000000 Penalty: 5055.161133
	Iteration 123Q: 3 clusters Score -3596908 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3597036.750000 Penalty: 5055.161133
	Iteration 124Q: 3 clusters Score -3597037 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3597132.750000 Penalty: 5055.161133
	Iteration 125Q: 3 clusters Score -3597133 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3597211.000000 Penalty: 5055.161133
	Iteration 126Q: 3 clusters Score -3597211 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3597276.500000 Penalty: 5055.161133
	Iteration 127Q: 3 clusters Score -3597276 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3597328.750000 Penalty: 5055.161133
	Iteration 128Q: 3 clusters Score -3597329 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3597359.750000 Penalty: 5055.161133
	Iteration 129Q: 3 clusters Score -3597360 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3597397.250000 Penalty: 5055.161133
	Iteration 130Q: 3 clusters Score -3597397 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3597423.250000 Penalty: 5055.161133
	Iteration 131Q: 3 clusters Score -3597423 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3597445.500000 Penalty: 5055.161133
	Iteration 132Q: 3 clusters Score -3597446 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3597468.750000 Penalty: 5055.161133
	Iteration 133Q: 3 clusters Score -3597469 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3597481.750000 Penalty: 5055.161133
	Iteration 134Q: 3 clusters Score -3597482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3597488.250000 Penalty: 5055.161133
	Iteration 135Q: 3 clusters Score -3597488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3597496.250000 Penalty: 5055.161133
	Iteration 136Q: 3 clusters Score -3597496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3597502.250000 Penalty: 5055.161133
	Iteration 137Q: 3 clusters Score -3597502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3597511.000000 Penalty: 5055.161133
	Iteration 138Q: 3 clusters Score -3597511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3597511.750000 Penalty: 5055.161133
	Iteration 139Q: 3 clusters Score -3597512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3597512.500000 Penalty: 5055.161133
	Iteration 140F: 3 clusters Score -3597512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3597512.250000 Penalty: 5055.161133
	Iteration 141Q: 3 clusters Score -3597512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3597516.750000 Penalty: 5055.161133
	Iteration 142Q: 3 clusters Score -3597517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3597514.750000 Penalty: 5055.161133
	Iteration 143Q: 3 clusters Score -3597515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3597520.000000 Penalty: 5055.161133
	Iteration 144Q: 3 clusters Score -3597520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3597524.750000 Penalty: 5055.161133
	Iteration 145Q: 3 clusters Score -3597525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3597521.250000 Penalty: 5055.161133
	Iteration 146Q: 3 clusters Score -3597521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3597521.750000 Penalty: 5055.161133
	Iteration 147Q: 3 clusters Score -3597522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3597522.250000 Penalty: 5055.161133
	Iteration 148Q: 3 clusters Score -3597522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3597523.500000 Penalty: 5055.161133
	Iteration 149Q: 3 clusters Score -3597524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3597534.000000 Penalty: 5055.161133
	Iteration 150Q: 3 clusters Score -3597534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3597531.500000 Penalty: 5055.161133
	Iteration 151Q: 3 clusters Score -3597532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3597529.750000 Penalty: 5055.161133
	Iteration 152Q: 3 clusters Score -3597530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3597523.500000 Penalty: 5055.161133
	Iteration 153Q: 3 clusters Score -3597524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3597527.750000 Penalty: 5055.161133
	Iteration 154Q: 3 clusters Score -3597528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3597527.500000 Penalty: 5055.161133
	Iteration 155Q: 3 clusters Score -3597528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3597530.500000 Penalty: 5055.161133
	Iteration 156Q: 3 clusters Score -3597530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3597531.500000 Penalty: 5055.161133
	Iteration 157Q: 3 clusters Score -3597532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3597533.250000 Penalty: 5055.161133
	Iteration 158Q: 3 clusters Score -3597533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3597533.250000 Penalty: 5055.161133
	Iteration 159F: 3 clusters Score -3597533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (165703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165703 members 
Entering Unmasked Estep 
Score: -22655822.000000 Penalty: 2980.452148
	Iteration 0F: 2 clusters Score -2.265582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82940 members 
Mstep: Class 2 contains 82763 members 
Entering Unmasked Estep 
Score: -22544982.000000 Penalty: 5960.904297
	Iteration 0F: 3 clusters Score -2.254498e+07 nChanged 79174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82542 members 
Mstep: Class 2 contains 83161 members 
Entering Unmasked Estep 
Score: -22591266.000000 Penalty: 5960.904297
	Iteration 1F: 3 clusters Score -2.259127e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82319 members 
Mstep: Class 2 contains 83384 members 
Entering Unmasked Estep 
Score: -22591912.000000 Penalty: 5960.904297
	Iteration 2Q: 3 clusters Score -2.259191e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82026 members 
Mstep: Class 2 contains 83677 members 
Entering Unmasked Estep 
Score: -22592500.000000 Penalty: 5960.904297
	Iteration 3Q: 3 clusters Score -2.25925e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 84124 members 
Entering Unmasked Estep 
Score: -22593192.000000 Penalty: 5960.904297
	Iteration 4Q: 3 clusters Score -2.259319e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80897 members 
Mstep: Class 2 contains 84806 members 
Entering Unmasked Estep 
Score: -22594110.000000 Penalty: 5960.904297
	Iteration 5Q: 3 clusters Score -2.259411e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80050 members 
Mstep: Class 2 contains 85653 members 
Entering Unmasked Estep 
Score: -22595180.000000 Penalty: 5960.904297
	Iteration 6Q: 3 clusters Score -2.259518e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 86811 members 
Entering Unmasked Estep 
Score: -22596610.000000 Penalty: 5960.904297
	Iteration 7Q: 3 clusters Score -2.259661e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77287 members 
Mstep: Class 2 contains 88416 members 
Entering Unmasked Estep 
Score: -22598730.000000 Penalty: 5960.904297
	Iteration 8Q: 3 clusters Score -2.259873e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75115 members 
Mstep: Class 2 contains 90588 members 
Entering Unmasked Estep 
Score: -22601858.000000 Penalty: 5960.904297
	Iteration 9Q: 3 clusters Score -2.260186e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72279 members 
Mstep: Class 2 contains 93424 members 
Entering Unmasked Estep 
Score: -22606418.000000 Penalty: 5960.904297
	Iteration 10Q: 3 clusters Score -2.260642e+07 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68956 members 
Mstep: Class 2 contains 96747 members 
Entering Unmasked Estep 
Score: -22612564.000000 Penalty: 5960.904297
	Iteration 11F: 3 clusters Score -2.261256e+07 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65616 members 
Mstep: Class 2 contains 100087 members 
Entering Unmasked Estep 
Score: -22619446.000000 Penalty: 5960.904297
	Iteration 12F: 3 clusters Score -2.261945e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 103078 members 
Entering Unmasked Estep 
Score: -22624090.000000 Penalty: 5960.904297
	Iteration 13F: 3 clusters Score -2.262409e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 105553 members 
Entering Unmasked Estep 
Score: -22626098.000000 Penalty: 5960.904297
	Iteration 14Q: 3 clusters Score -2.26261e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 107903 members 
Entering Unmasked Estep 
Score: -22627076.000000 Penalty: 5960.904297
	Iteration 15Q: 3 clusters Score -2.262708e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 110267 members 
Entering Unmasked Estep 
Score: -22627810.000000 Penalty: 5960.904297
	Iteration 16Q: 3 clusters Score -2.262781e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Mstep: Class 2 contains 112757 members 
Entering Unmasked Estep 
Score: -22628490.000000 Penalty: 5960.904297
	Iteration 17Q: 3 clusters Score -2.262849e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 115374 members 
Entering Unmasked Estep 
Score: -22629222.000000 Penalty: 5960.904297
	Iteration 18Q: 3 clusters Score -2.262922e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 118239 members 
Entering Unmasked Estep 
Score: -22629988.000000 Penalty: 5960.904297
	Iteration 19Q: 3 clusters Score -2.262999e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 121371 members 
Entering Unmasked Estep 
Score: -22630932.000000 Penalty: 5960.904297
	Iteration 20F: 3 clusters Score -2.263093e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 124686 members 
Entering Unmasked Estep 
Score: -22632170.000000 Penalty: 5960.904297
	Iteration 21Q: 3 clusters Score -2.263217e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 128160 members 
Entering Unmasked Estep 
Score: -22633404.000000 Penalty: 5960.904297
	Iteration 22Q: 3 clusters Score -2.26334e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 131693 members 
Entering Unmasked Estep 
Score: -22634920.000000 Penalty: 5960.904297
	Iteration 23Q: 3 clusters Score -2.263492e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 135295 members 
Entering Unmasked Estep 
Score: -22636452.000000 Penalty: 5960.904297
	Iteration 24Q: 3 clusters Score -2.263645e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 138842 members 
Entering Unmasked Estep 
Score: -22638004.000000 Penalty: 5960.904297
	Iteration 25Q: 3 clusters Score -2.2638e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 142330 members 
Entering Unmasked Estep 
Score: -22639686.000000 Penalty: 5960.904297
	Iteration 26Q: 3 clusters Score -2.263969e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 145630 members 
Entering Unmasked Estep 
Score: -22641446.000000 Penalty: 5960.904297
	Iteration 27Q: 3 clusters Score -2.264145e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 148921 members 
Entering Unmasked Estep 
Score: -22643348.000000 Penalty: 5960.904297
	Iteration 28Q: 3 clusters Score -2.264335e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 151985 members 
Entering Unmasked Estep 
Score: -22645132.000000 Penalty: 5960.904297
	Iteration 29Q: 3 clusters Score -2.264513e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 154820 members 
Entering Unmasked Estep 
Score: -22646960.000000 Penalty: 5960.904297
	Iteration 30Q: 3 clusters Score -2.264696e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 157251 members 
Entering Unmasked Estep 
Score: -22648496.000000 Penalty: 5960.904297
	Iteration 31Q: 3 clusters Score -2.26485e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 159245 members 
Entering Unmasked Estep 
Score: -22649688.000000 Penalty: 5960.904297
	Iteration 32Q: 3 clusters Score -2.264969e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 160854 members 
Entering Unmasked Estep 
Score: -22650704.000000 Penalty: 5960.904297
	Iteration 33Q: 3 clusters Score -2.26507e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 162106 members 
Entering Unmasked Estep 
Score: -22651490.000000 Penalty: 5960.904297
	Iteration 34Q: 3 clusters Score -2.265149e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 162985 members 
Entering Unmasked Estep 
Score: -22652036.000000 Penalty: 5960.904297
	Iteration 35Q: 3 clusters Score -2.265204e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 163615 members 
Entering Unmasked Estep 
Score: -22652400.000000 Penalty: 5960.904297
	Iteration 36Q: 3 clusters Score -2.26524e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 164044 members 
Entering Unmasked Estep 
Score: -22652654.000000 Penalty: 5960.904297
	Iteration 37Q: 3 clusters Score -2.265265e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 164299 members 
Entering Unmasked Estep 
Score: -22652836.000000 Penalty: 5960.904297
	Iteration 38Q: 3 clusters Score -2.265284e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 164486 members 
Entering Unmasked Estep 
Score: -22652924.000000 Penalty: 5960.904297
	Iteration 39Q: 3 clusters Score -2.265292e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 164623 members 
Entering Unmasked Estep 
Score: -22653024.000000 Penalty: 5960.904297
	Iteration 40F: 3 clusters Score -2.265302e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 164713 members 
Entering Unmasked Estep 
Score: -22653078.000000 Penalty: 5960.904297
	Iteration 41Q: 3 clusters Score -2.265308e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 164777 members 
Entering Unmasked Estep 
Score: -22653114.000000 Penalty: 5960.904297
	Iteration 42Q: 3 clusters Score -2.265311e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 164822 members 
Entering Unmasked Estep 
Score: -22653160.000000 Penalty: 5960.904297
	Iteration 43Q: 3 clusters Score -2.265316e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 164851 members 
Entering Unmasked Estep 
Score: -22653164.000000 Penalty: 5960.904297
	Iteration 44Q: 3 clusters Score -2.265316e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 164878 members 
Entering Unmasked Estep 
Score: -22653194.000000 Penalty: 5960.904297
	Iteration 45Q: 3 clusters Score -2.265319e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 164895 members 
Entering Unmasked Estep 
Score: -22653220.000000 Penalty: 5960.904297
	Iteration 46Q: 3 clusters Score -2.265322e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 164916 members 
Entering Unmasked Estep 
Score: -22653238.000000 Penalty: 5960.904297
	Iteration 47Q: 3 clusters Score -2.265324e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 164937 members 
Entering Unmasked Estep 
Score: -22653272.000000 Penalty: 5960.904297
	Iteration 48Q: 3 clusters Score -2.265327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 164949 members 
Entering Unmasked Estep 
Score: -22653308.000000 Penalty: 5960.904297
	Iteration 49Q: 3 clusters Score -2.265331e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 164959 members 
Entering Unmasked Estep 
Score: -22653286.000000 Penalty: 5960.904297
	Iteration 50Q: 3 clusters Score -2.265329e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 164967 members 
Entering Unmasked Estep 
Score: -22653286.000000 Penalty: 5960.904297
	Iteration 51Q: 3 clusters Score -2.265329e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 164970 members 
Entering Unmasked Estep 
Score: -22653316.000000 Penalty: 5960.904297
	Iteration 52Q: 3 clusters Score -2.265332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 164970 members 
Entering Unmasked Estep 
Score: -22653336.000000 Penalty: 5960.904297
	Iteration 53Q: 3 clusters Score -2.265334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 164971 members 
Entering Unmasked Estep 
Score: -22653338.000000 Penalty: 5960.904297
	Iteration 54Q: 3 clusters Score -2.265334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 164974 members 
Entering Unmasked Estep 
Score: -22653338.000000 Penalty: 5960.904297
	Iteration 55Q: 3 clusters Score -2.265334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 164975 members 
Entering Unmasked Estep 
Score: -22653342.000000 Penalty: 5960.904297
	Iteration 56Q: 3 clusters Score -2.265334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 164977 members 
Entering Unmasked Estep 
Score: -22653340.000000 Penalty: 5960.904297
	Iteration 57Q: 3 clusters Score -2.265334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 164979 members 
Entering Unmasked Estep 
Score: -22653338.000000 Penalty: 5960.904297
	Iteration 58Q: 3 clusters Score -2.265334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 164984 members 
Entering Unmasked Estep 
Score: -22653346.000000 Penalty: 5960.904297
	Iteration 59Q: 3 clusters Score -2.265335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 164986 members 
Entering Unmasked Estep 
Score: -22653350.000000 Penalty: 5960.904297
	Iteration 60F: 3 clusters Score -2.265335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 164989 members 
Entering Unmasked Estep 
Score: -22653350.000000 Penalty: 5960.904297
	Iteration 61Q: 3 clusters Score -2.265335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 164992 members 
Entering Unmasked Estep 
Score: -22653360.000000 Penalty: 5960.904297
	Iteration 62Q: 3 clusters Score -2.265336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 164993 members 
Entering Unmasked Estep 
Score: -22653358.000000 Penalty: 5960.904297
	Iteration 63Q: 3 clusters Score -2.265336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 164995 members 
Entering Unmasked Estep 
Score: -22653348.000000 Penalty: 5960.904297
	Iteration 64Q: 3 clusters Score -2.265335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 164998 members 
Entering Unmasked Estep 
Score: -22653364.000000 Penalty: 5960.904297
	Iteration 65Q: 3 clusters Score -2.265336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 165000 members 
Entering Unmasked Estep 
Score: -22653348.000000 Penalty: 5960.904297
	Iteration 66Q: 3 clusters Score -2.265335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 165006 members 
Entering Unmasked Estep 
Score: -22653344.000000 Penalty: 5960.904297
	Iteration 67Q: 3 clusters Score -2.265334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 165009 members 
Entering Unmasked Estep 
Score: -22653346.000000 Penalty: 5960.904297
	Iteration 68Q: 3 clusters Score -2.265335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 165013 members 
Entering Unmasked Estep 
Score: -22653360.000000 Penalty: 5960.904297
	Iteration 69Q: 3 clusters Score -2.265336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 165015 members 
Entering Unmasked Estep 
Score: -22653360.000000 Penalty: 5960.904297
	Iteration 70Q: 3 clusters Score -2.265336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 165015 members 
Entering Unmasked Estep 
Score: -22653358.000000 Penalty: 5960.904297
	Iteration 71Q: 3 clusters Score -2.265336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 165016 members 
Entering Unmasked Estep 
Score: -22653364.000000 Penalty: 5960.904297
	Iteration 72Q: 3 clusters Score -2.265336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 165018 members 
Entering Unmasked Estep 
Score: -22653360.000000 Penalty: 5960.904297
	Iteration 73Q: 3 clusters Score -2.265336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 165018 members 
Entering Unmasked Estep 
Score: -22653356.000000 Penalty: 5960.904297
	Iteration 74Q: 3 clusters Score -2.265336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 165022 members 
Entering Unmasked Estep 
Score: -22653350.000000 Penalty: 5960.904297
	Iteration 75Q: 3 clusters Score -2.265335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 165024 members 
Entering Unmasked Estep 
Score: -22653368.000000 Penalty: 5960.904297
	Iteration 76Q: 3 clusters Score -2.265337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 165026 members 
Entering Unmasked Estep 
Score: -22653380.000000 Penalty: 5960.904297
	Iteration 77Q: 3 clusters Score -2.265338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 165031 members 
Entering Unmasked Estep 
Score: -22653380.000000 Penalty: 5960.904297
	Iteration 78Q: 3 clusters Score -2.265338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 165033 members 
Entering Unmasked Estep 
Score: -22653388.000000 Penalty: 5960.904297
	Iteration 79Q: 3 clusters Score -2.265339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 165038 members 
Entering Unmasked Estep 
Score: -22653402.000000 Penalty: 5960.904297
	Iteration 80F: 3 clusters Score -2.26534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 165039 members 
Entering Unmasked Estep 
Score: -22653402.000000 Penalty: 5960.904297
	Iteration 81Q: 3 clusters Score -2.26534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 165040 members 
Entering Unmasked Estep 
Score: -22653408.000000 Penalty: 5960.904297
	Iteration 82Q: 3 clusters Score -2.265341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 165040 members 
Entering Unmasked Estep 
Score: -22653408.000000 Penalty: 5960.904297
	Iteration 83F: 3 clusters Score -2.265341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Entering Unmasked Estep 
Score: -495756.687500 Penalty: 2048.345703
	Iteration 0F: 2 clusters Score -495756.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -491959.187500 Penalty: 4096.691406
	Iteration 0F: 3 clusters Score -491959.2 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -492788.343750 Penalty: 4096.691406
	Iteration 1F: 3 clusters Score -492788.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -492979.812500 Penalty: 4096.691406
	Iteration 2F: 3 clusters Score -492979.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -493090.781250 Penalty: 4096.691406
	Iteration 3Q: 3 clusters Score -493090.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -493153.437500 Penalty: 4096.691406
	Iteration 4Q: 3 clusters Score -493153.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -493196.500000 Penalty: 4096.691406
	Iteration 5Q: 3 clusters Score -493196.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -493230.187500 Penalty: 4096.691406
	Iteration 6Q: 3 clusters Score -493230.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -493256.593750 Penalty: 4096.691406
	Iteration 7Q: 3 clusters Score -493256.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -493282.468750 Penalty: 4096.691406
	Iteration 8Q: 3 clusters Score -493282.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -493312.031250 Penalty: 4096.691406
	Iteration 9Q: 3 clusters Score -493312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -493345.218750 Penalty: 4096.691406
	Iteration 10Q: 3 clusters Score -493345.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -493375.718750 Penalty: 4096.691406
	Iteration 11Q: 3 clusters Score -493375.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -493403.281250 Penalty: 4096.691406
	Iteration 12Q: 3 clusters Score -493403.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -493450.531250 Penalty: 4096.691406
	Iteration 13Q: 3 clusters Score -493450.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -493502.531250 Penalty: 4096.691406
	Iteration 14Q: 3 clusters Score -493502.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -493567.406250 Penalty: 4096.691406
	Iteration 15Q: 3 clusters Score -493567.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -493683.968750 Penalty: 4096.691406
	Iteration 16Q: 3 clusters Score -493684 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -493839.125000 Penalty: 4096.691406
	Iteration 17Q: 3 clusters Score -493839.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -494041.937500 Penalty: 4096.691406
	Iteration 18Q: 3 clusters Score -494041.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -494199.218750 Penalty: 4096.691406
	Iteration 19Q: 3 clusters Score -494199.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -494349.750000 Penalty: 4096.691406
	Iteration 20F: 3 clusters Score -494349.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -494490.343750 Penalty: 4096.691406
	Iteration 21Q: 3 clusters Score -494490.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -494620.406250 Penalty: 4096.691406
	Iteration 22Q: 3 clusters Score -494620.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -494723.218750 Penalty: 4096.691406
	Iteration 23Q: 3 clusters Score -494723.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -494789.781250 Penalty: 4096.691406
	Iteration 24Q: 3 clusters Score -494789.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -494832.593750 Penalty: 4096.691406
	Iteration 25Q: 3 clusters Score -494832.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -494872.687500 Penalty: 4096.691406
	Iteration 26Q: 3 clusters Score -494872.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -494907.156250 Penalty: 4096.691406
	Iteration 27Q: 3 clusters Score -494907.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -494934.375000 Penalty: 4096.691406
	Iteration 28Q: 3 clusters Score -494934.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -494957.562500 Penalty: 4096.691406
	Iteration 29Q: 3 clusters Score -494957.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -494975.343750 Penalty: 4096.691406
	Iteration 30Q: 3 clusters Score -494975.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -494988.250000 Penalty: 4096.691406
	Iteration 31Q: 3 clusters Score -494988.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -495003.406250 Penalty: 4096.691406
	Iteration 32Q: 3 clusters Score -495003.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -495012.406250 Penalty: 4096.691406
	Iteration 33Q: 3 clusters Score -495012.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -495020.406250 Penalty: 4096.691406
	Iteration 34Q: 3 clusters Score -495020.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -495030.531250 Penalty: 4096.691406
	Iteration 35Q: 3 clusters Score -495030.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -495041.343750 Penalty: 4096.691406
	Iteration 36Q: 3 clusters Score -495041.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -495052.187500 Penalty: 4096.691406
	Iteration 37Q: 3 clusters Score -495052.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -495058.187500 Penalty: 4096.691406
	Iteration 38Q: 3 clusters Score -495058.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -495064.218750 Penalty: 4096.691406
	Iteration 39Q: 3 clusters Score -495064.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -495068.906250 Penalty: 4096.691406
	Iteration 40F: 3 clusters Score -495068.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -495070.218750 Penalty: 4096.691406
	Iteration 41Q: 3 clusters Score -495070.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -495072.406250 Penalty: 4096.691406
	Iteration 42Q: 3 clusters Score -495072.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -495073.531250 Penalty: 4096.691406
	Iteration 43Q: 3 clusters Score -495073.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -495073.906250 Penalty: 4096.691406
	Iteration 44Q: 3 clusters Score -495073.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -495073.906250 Penalty: 4096.691406
	Iteration 45F: 3 clusters Score -495073.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -67265.429688 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -67265.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65723.335938 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -65723.34 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65998.437500 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -65998.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66130.593750 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -66130.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66278.742188 Penalty: 3150.904053
	Iteration 3F: 3 clusters Score -66278.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66330.164062 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -66330.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66388.000000 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -66388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66454.351562 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -66454.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66532.539062 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -66532.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66743.906250 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -66743.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66793.804688 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -66793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66812.656250 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -66812.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66820.148438 Penalty: 3150.904053
	Iteration 11Q: 3 clusters Score -66820.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66859.070312 Penalty: 3150.904053
	Iteration 12Q: 3 clusters Score -66859.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66865.296875 Penalty: 3150.904053
	Iteration 13Q: 3 clusters Score -66865.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66881.195312 Penalty: 3150.904053
	Iteration 14Q: 3 clusters Score -66881.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66887.140625 Penalty: 3150.904053
	Iteration 15Q: 3 clusters Score -66887.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66889.539062 Penalty: 3150.904053
	Iteration 16Q: 3 clusters Score -66889.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66891.796875 Penalty: 3150.904053
	Iteration 17Q: 3 clusters Score -66891.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66902.679688 Penalty: 3150.904053
	Iteration 18Q: 3 clusters Score -66902.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66912.796875 Penalty: 3150.904053
	Iteration 19Q: 3 clusters Score -66912.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66920.109375 Penalty: 3150.904053
	Iteration 20F: 3 clusters Score -66920.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66926.632812 Penalty: 3150.904053
	Iteration 21Q: 3 clusters Score -66926.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66930.460938 Penalty: 3150.904053
	Iteration 22Q: 3 clusters Score -66930.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66930.460938 Penalty: 3150.904053
	Iteration 23F: 3 clusters Score -66930.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Entering Unmasked Estep 
Score: -1375903.500000 Penalty: 2290.143066
	Iteration 0F: 2 clusters Score -1375904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1368075.250000 Penalty: 4580.286133
	Iteration 0F: 3 clusters Score -1368075 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1370526.750000 Penalty: 4580.286133
	Iteration 1F: 3 clusters Score -1370527 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1370909.750000 Penalty: 4580.286133
	Iteration 2F: 3 clusters Score -1370910 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1371220.000000 Penalty: 4580.286133
	Iteration 3F: 3 clusters Score -1371220 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1371517.125000 Penalty: 4580.286133
	Iteration 4F: 3 clusters Score -1371517 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1371809.750000 Penalty: 4580.286133
	Iteration 5F: 3 clusters Score -1371810 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1372084.250000 Penalty: 4580.286133
	Iteration 6Q: 3 clusters Score -1372084 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1372316.500000 Penalty: 4580.286133
	Iteration 7Q: 3 clusters Score -1372316 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1372520.875000 Penalty: 4580.286133
	Iteration 8Q: 3 clusters Score -1372521 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1372682.500000 Penalty: 4580.286133
	Iteration 9Q: 3 clusters Score -1372682 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1372834.250000 Penalty: 4580.286133
	Iteration 10Q: 3 clusters Score -1372834 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1372960.875000 Penalty: 4580.286133
	Iteration 11Q: 3 clusters Score -1372961 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1373058.250000 Penalty: 4580.286133
	Iteration 12Q: 3 clusters Score -1373058 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1373155.750000 Penalty: 4580.286133
	Iteration 13Q: 3 clusters Score -1373156 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1373269.375000 Penalty: 4580.286133
	Iteration 14Q: 3 clusters Score -1373269 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1373367.375000 Penalty: 4580.286133
	Iteration 15Q: 3 clusters Score -1373367 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1373460.500000 Penalty: 4580.286133
	Iteration 16Q: 3 clusters Score -1373460 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1373544.125000 Penalty: 4580.286133
	Iteration 17Q: 3 clusters Score -1373544 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1373626.125000 Penalty: 4580.286133
	Iteration 18Q: 3 clusters Score -1373626 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1373680.750000 Penalty: 4580.286133
	Iteration 19Q: 3 clusters Score -1373681 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1373735.250000 Penalty: 4580.286133
	Iteration 20F: 3 clusters Score -1373735 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1373776.750000 Penalty: 4580.286133
	Iteration 21Q: 3 clusters Score -1373777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1373816.000000 Penalty: 4580.286133
	Iteration 22Q: 3 clusters Score -1373816 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1373847.625000 Penalty: 4580.286133
	Iteration 23Q: 3 clusters Score -1373848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1373869.250000 Penalty: 4580.286133
	Iteration 24Q: 3 clusters Score -1373869 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1373887.875000 Penalty: 4580.286133
	Iteration 25Q: 3 clusters Score -1373888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1373907.250000 Penalty: 4580.286133
	Iteration 26Q: 3 clusters Score -1373907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1373923.125000 Penalty: 4580.286133
	Iteration 27Q: 3 clusters Score -1373923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1373937.125000 Penalty: 4580.286133
	Iteration 28Q: 3 clusters Score -1373937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1373942.750000 Penalty: 4580.286133
	Iteration 29Q: 3 clusters Score -1373943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1373945.250000 Penalty: 4580.286133
	Iteration 30Q: 3 clusters Score -1373945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1373955.750000 Penalty: 4580.286133
	Iteration 31Q: 3 clusters Score -1373956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1373960.125000 Penalty: 4580.286133
	Iteration 32Q: 3 clusters Score -1373960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1373961.750000 Penalty: 4580.286133
	Iteration 33Q: 3 clusters Score -1373962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1373966.375000 Penalty: 4580.286133
	Iteration 34Q: 3 clusters Score -1373966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1373968.875000 Penalty: 4580.286133
	Iteration 35Q: 3 clusters Score -1373969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1373969.250000 Penalty: 4580.286133
	Iteration 36Q: 3 clusters Score -1373969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1373971.125000 Penalty: 4580.286133
	Iteration 37Q: 3 clusters Score -1373971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1373972.125000 Penalty: 4580.286133
	Iteration 38Q: 3 clusters Score -1373972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1373973.500000 Penalty: 4580.286133
	Iteration 39Q: 3 clusters Score -1373974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1373973.500000 Penalty: 4580.286133
	Iteration 40F: 3 clusters Score -1373974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -278307.281250 Penalty: 1905.255615
	Iteration 0F: 2 clusters Score -278307.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -275657.687500 Penalty: 3810.511230
	Iteration 0F: 3 clusters Score -275657.7 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -276257.343750 Penalty: 3810.511230
	Iteration 1F: 3 clusters Score -276257.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -276418.031250 Penalty: 3810.511230
	Iteration 2F: 3 clusters Score -276418 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -276515.687500 Penalty: 3810.511230
	Iteration 3Q: 3 clusters Score -276515.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -276546.500000 Penalty: 3810.511230
	Iteration 4Q: 3 clusters Score -276546.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -276568.937500 Penalty: 3810.511230
	Iteration 5Q: 3 clusters Score -276568.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -276591.593750 Penalty: 3810.511230
	Iteration 6Q: 3 clusters Score -276591.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -276609.281250 Penalty: 3810.511230
	Iteration 7Q: 3 clusters Score -276609.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -276619.843750 Penalty: 3810.511230
	Iteration 8Q: 3 clusters Score -276619.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -276629.250000 Penalty: 3810.511230
	Iteration 9Q: 3 clusters Score -276629.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -276639.218750 Penalty: 3810.511230
	Iteration 10Q: 3 clusters Score -276639.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -276654.156250 Penalty: 3810.511230
	Iteration 11Q: 3 clusters Score -276654.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -276667.000000 Penalty: 3810.511230
	Iteration 12Q: 3 clusters Score -276667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -276689.250000 Penalty: 3810.511230
	Iteration 13Q: 3 clusters Score -276689.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -276720.656250 Penalty: 3810.511230
	Iteration 14Q: 3 clusters Score -276720.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -276754.937500 Penalty: 3810.511230
	Iteration 15Q: 3 clusters Score -276754.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -276794.218750 Penalty: 3810.511230
	Iteration 16Q: 3 clusters Score -276794.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -276851.468750 Penalty: 3810.511230
	Iteration 17Q: 3 clusters Score -276851.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -276904.531250 Penalty: 3810.511230
	Iteration 18Q: 3 clusters Score -276904.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -276955.906250 Penalty: 3810.511230
	Iteration 19Q: 3 clusters Score -276955.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -276996.312500 Penalty: 3810.511230
	Iteration 20F: 3 clusters Score -276996.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -277037.343750 Penalty: 3810.511230
	Iteration 21Q: 3 clusters Score -277037.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -277071.750000 Penalty: 3810.511230
	Iteration 22Q: 3 clusters Score -277071.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -277084.437500 Penalty: 3810.511230
	Iteration 23Q: 3 clusters Score -277084.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -277093.218750 Penalty: 3810.511230
	Iteration 24Q: 3 clusters Score -277093.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -277103.250000 Penalty: 3810.511230
	Iteration 25Q: 3 clusters Score -277103.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -277123.125000 Penalty: 3810.511230
	Iteration 26Q: 3 clusters Score -277123.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -277143.250000 Penalty: 3810.511230
	Iteration 27Q: 3 clusters Score -277143.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -277174.125000 Penalty: 3810.511230
	Iteration 28Q: 3 clusters Score -277174.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -277207.843750 Penalty: 3810.511230
	Iteration 29Q: 3 clusters Score -277207.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -277218.968750 Penalty: 3810.511230
	Iteration 30Q: 3 clusters Score -277219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -277243.562500 Penalty: 3810.511230
	Iteration 31Q: 3 clusters Score -277243.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -277262.906250 Penalty: 3810.511230
	Iteration 32Q: 3 clusters Score -277262.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -277300.375000 Penalty: 3810.511230
	Iteration 33Q: 3 clusters Score -277300.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -277370.687500 Penalty: 3810.511230
	Iteration 34Q: 3 clusters Score -277370.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -277414.375000 Penalty: 3810.511230
	Iteration 35Q: 3 clusters Score -277414.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -277454.781250 Penalty: 3810.511230
	Iteration 36Q: 3 clusters Score -277454.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -277497.437500 Penalty: 3810.511230
	Iteration 37Q: 3 clusters Score -277497.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -277523.500000 Penalty: 3810.511230
	Iteration 38Q: 3 clusters Score -277523.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -277534.437500 Penalty: 3810.511230
	Iteration 39Q: 3 clusters Score -277534.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -277562.093750 Penalty: 3810.511230
	Iteration 40F: 3 clusters Score -277562.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -277578.437500 Penalty: 3810.511230
	Iteration 41Q: 3 clusters Score -277578.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -277584.406250 Penalty: 3810.511230
	Iteration 42Q: 3 clusters Score -277584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -277589.062500 Penalty: 3810.511230
	Iteration 43Q: 3 clusters Score -277589.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -277590.906250 Penalty: 3810.511230
	Iteration 44Q: 3 clusters Score -277590.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -277594.250000 Penalty: 3810.511230
	Iteration 45Q: 3 clusters Score -277594.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -277597.906250 Penalty: 3810.511230
	Iteration 46Q: 3 clusters Score -277597.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -277599.562500 Penalty: 3810.511230
	Iteration 47Q: 3 clusters Score -277599.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -277599.937500 Penalty: 3810.511230
	Iteration 48Q: 3 clusters Score -277599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -277600.812500 Penalty: 3810.511230
	Iteration 49Q: 3 clusters Score -277600.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -277602.218750 Penalty: 3810.511230
	Iteration 50Q: 3 clusters Score -277602.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -277602.218750 Penalty: 3810.511230
	Iteration 51F: 3 clusters Score -277602.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Entering Unmasked Estep 
Score: -4812239.500000 Penalty: 2615.022705
	Iteration 0F: 2 clusters Score -4812240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -4786424.500000 Penalty: 5230.045410
	Iteration 0F: 3 clusters Score -4786424 nChanged 17305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -4796417.500000 Penalty: 5230.045410
	Iteration 1F: 3 clusters Score -4796418 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -4797357.000000 Penalty: 5230.045410
	Iteration 2F: 3 clusters Score -4797357 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -4798262.500000 Penalty: 5230.045410
	Iteration 3F: 3 clusters Score -4798262 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -4799053.000000 Penalty: 5230.045410
	Iteration 4F: 3 clusters Score -4799053 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -4799823.000000 Penalty: 5230.045410
	Iteration 5Q: 3 clusters Score -4799823 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -4800493.000000 Penalty: 5230.045410
	Iteration 6Q: 3 clusters Score -4800493 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4801077.000000 Penalty: 5230.045410
	Iteration 7Q: 3 clusters Score -4801077 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -4801766.000000 Penalty: 5230.045410
	Iteration 8Q: 3 clusters Score -4801766 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -4802441.500000 Penalty: 5230.045410
	Iteration 9Q: 3 clusters Score -4802442 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4803108.500000 Penalty: 5230.045410
	Iteration 10Q: 3 clusters Score -4803108 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -4803659.000000 Penalty: 5230.045410
	Iteration 11Q: 3 clusters Score -4803659 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -4804189.000000 Penalty: 5230.045410
	Iteration 12Q: 3 clusters Score -4804189 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -4804550.000000 Penalty: 5230.045410
	Iteration 13Q: 3 clusters Score -4804550 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -4804770.500000 Penalty: 5230.045410
	Iteration 14Q: 3 clusters Score -4804770 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -4804915.000000 Penalty: 5230.045410
	Iteration 15Q: 3 clusters Score -4804915 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -4804969.500000 Penalty: 5230.045410
	Iteration 16Q: 3 clusters Score -4804970 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -4805040.000000 Penalty: 5230.045410
	Iteration 17Q: 3 clusters Score -4805040 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4805100.500000 Penalty: 5230.045410
	Iteration 18Q: 3 clusters Score -4805100 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -4805154.500000 Penalty: 5230.045410
	Iteration 19Q: 3 clusters Score -4805154 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -4805209.000000 Penalty: 5230.045410
	Iteration 20F: 3 clusters Score -4805209 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -4805265.500000 Penalty: 5230.045410
	Iteration 21Q: 3 clusters Score -4805266 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -4805305.000000 Penalty: 5230.045410
	Iteration 22Q: 3 clusters Score -4805305 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -4805350.000000 Penalty: 5230.045410
	Iteration 23Q: 3 clusters Score -4805350 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -4805391.000000 Penalty: 5230.045410
	Iteration 24Q: 3 clusters Score -4805391 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -4805426.500000 Penalty: 5230.045410
	Iteration 25Q: 3 clusters Score -4805426 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -4805494.500000 Penalty: 5230.045410
	Iteration 26Q: 3 clusters Score -4805494 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -4805543.000000 Penalty: 5230.045410
	Iteration 27Q: 3 clusters Score -4805543 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -4805589.000000 Penalty: 5230.045410
	Iteration 28Q: 3 clusters Score -4805589 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -4805650.000000 Penalty: 5230.045410
	Iteration 29Q: 3 clusters Score -4805650 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -4805690.500000 Penalty: 5230.045410
	Iteration 30Q: 3 clusters Score -4805690 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -4805743.000000 Penalty: 5230.045410
	Iteration 31Q: 3 clusters Score -4805743 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -4805782.500000 Penalty: 5230.045410
	Iteration 32Q: 3 clusters Score -4805782 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -4805826.500000 Penalty: 5230.045410
	Iteration 33Q: 3 clusters Score -4805826 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -4805887.500000 Penalty: 5230.045410
	Iteration 34Q: 3 clusters Score -4805888 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -4805902.000000 Penalty: 5230.045410
	Iteration 35Q: 3 clusters Score -4805902 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -4805953.000000 Penalty: 5230.045410
	Iteration 36Q: 3 clusters Score -4805953 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -4805980.500000 Penalty: 5230.045410
	Iteration 37Q: 3 clusters Score -4805980 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -4806026.000000 Penalty: 5230.045410
	Iteration 38Q: 3 clusters Score -4806026 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -4806070.500000 Penalty: 5230.045410
	Iteration 39Q: 3 clusters Score -4806070 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -4806100.500000 Penalty: 5230.045410
	Iteration 40F: 3 clusters Score -4806100 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -4806152.000000 Penalty: 5230.045410
	Iteration 41Q: 3 clusters Score -4806152 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -4806184.000000 Penalty: 5230.045410
	Iteration 42Q: 3 clusters Score -4806184 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -4806251.500000 Penalty: 5230.045410
	Iteration 43Q: 3 clusters Score -4806252 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -4806309.000000 Penalty: 5230.045410
	Iteration 44Q: 3 clusters Score -4806309 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -4806416.500000 Penalty: 5230.045410
	Iteration 45Q: 3 clusters Score -4806416 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -4806474.000000 Penalty: 5230.045410
	Iteration 46Q: 3 clusters Score -4806474 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -4806560.000000 Penalty: 5230.045410
	Iteration 47Q: 3 clusters Score -4806560 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -4806660.500000 Penalty: 5230.045410
	Iteration 48Q: 3 clusters Score -4806660 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -4806781.500000 Penalty: 5230.045410
	Iteration 49Q: 3 clusters Score -4806782 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -4806926.500000 Penalty: 5230.045410
	Iteration 50Q: 3 clusters Score -4806926 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -4807113.000000 Penalty: 5230.045410
	Iteration 51Q: 3 clusters Score -4807113 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -4807364.000000 Penalty: 5230.045410
	Iteration 52Q: 3 clusters Score -4807364 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -4807622.500000 Penalty: 5230.045410
	Iteration 53Q: 3 clusters Score -4807622 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -4807876.500000 Penalty: 5230.045410
	Iteration 54Q: 3 clusters Score -4807876 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -4808173.500000 Penalty: 5230.045410
	Iteration 55Q: 3 clusters Score -4808174 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -4808478.500000 Penalty: 5230.045410
	Iteration 56Q: 3 clusters Score -4808478 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -4808781.000000 Penalty: 5230.045410
	Iteration 57Q: 3 clusters Score -4808781 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -4809104.000000 Penalty: 5230.045410
	Iteration 58Q: 3 clusters Score -4809104 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -4809361.500000 Penalty: 5230.045410
	Iteration 59Q: 3 clusters Score -4809362 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -4809606.500000 Penalty: 5230.045410
	Iteration 60F: 3 clusters Score -4809606 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -4809802.500000 Penalty: 5230.045410
	Iteration 61Q: 3 clusters Score -4809802 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -4809985.000000 Penalty: 5230.045410
	Iteration 62Q: 3 clusters Score -4809985 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -4810170.500000 Penalty: 5230.045410
	Iteration 63Q: 3 clusters Score -4810170 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -4810307.000000 Penalty: 5230.045410
	Iteration 64Q: 3 clusters Score -4810307 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -4810411.500000 Penalty: 5230.045410
	Iteration 65Q: 3 clusters Score -4810412 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -4810494.500000 Penalty: 5230.045410
	Iteration 66Q: 3 clusters Score -4810494 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -4810566.000000 Penalty: 5230.045410
	Iteration 67Q: 3 clusters Score -4810566 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -4810646.000000 Penalty: 5230.045410
	Iteration 68Q: 3 clusters Score -4810646 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -4810712.000000 Penalty: 5230.045410
	Iteration 69Q: 3 clusters Score -4810712 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -4810758.500000 Penalty: 5230.045410
	Iteration 70Q: 3 clusters Score -4810758 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -4810797.000000 Penalty: 5230.045410
	Iteration 71Q: 3 clusters Score -4810797 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -4810821.000000 Penalty: 5230.045410
	Iteration 72Q: 3 clusters Score -4810821 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -4810843.500000 Penalty: 5230.045410
	Iteration 73Q: 3 clusters Score -4810844 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -4810882.000000 Penalty: 5230.045410
	Iteration 74Q: 3 clusters Score -4810882 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -4810903.000000 Penalty: 5230.045410
	Iteration 75Q: 3 clusters Score -4810903 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -4810911.500000 Penalty: 5230.045410
	Iteration 76Q: 3 clusters Score -4810912 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -4810947.500000 Penalty: 5230.045410
	Iteration 77Q: 3 clusters Score -4810948 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -4810967.000000 Penalty: 5230.045410
	Iteration 78Q: 3 clusters Score -4810967 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -4810997.000000 Penalty: 5230.045410
	Iteration 79Q: 3 clusters Score -4810997 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -4811025.500000 Penalty: 5230.045410
	Iteration 80F: 3 clusters Score -4811026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -4811063.500000 Penalty: 5230.045410
	Iteration 81Q: 3 clusters Score -4811064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -4811078.000000 Penalty: 5230.045410
	Iteration 82Q: 3 clusters Score -4811078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -4811098.500000 Penalty: 5230.045410
	Iteration 83Q: 3 clusters Score -4811098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -4811106.500000 Penalty: 5230.045410
	Iteration 84Q: 3 clusters Score -4811106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -4811121.000000 Penalty: 5230.045410
	Iteration 85Q: 3 clusters Score -4811121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -4811130.000000 Penalty: 5230.045410
	Iteration 86Q: 3 clusters Score -4811130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -4811142.000000 Penalty: 5230.045410
	Iteration 87Q: 3 clusters Score -4811142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -4811151.000000 Penalty: 5230.045410
	Iteration 88Q: 3 clusters Score -4811151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -4811171.500000 Penalty: 5230.045410
	Iteration 89Q: 3 clusters Score -4811172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -4811174.500000 Penalty: 5230.045410
	Iteration 90Q: 3 clusters Score -4811174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -4811176.000000 Penalty: 5230.045410
	Iteration 91Q: 3 clusters Score -4811176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -4811180.000000 Penalty: 5230.045410
	Iteration 92Q: 3 clusters Score -4811180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -4811176.500000 Penalty: 5230.045410
	Iteration 93Q: 3 clusters Score -4811176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -4811180.500000 Penalty: 5230.045410
	Iteration 94Q: 3 clusters Score -4811180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -4811182.000000 Penalty: 5230.045410
	Iteration 95Q: 3 clusters Score -4811182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -4811181.000000 Penalty: 5230.045410
	Iteration 96Q: 3 clusters Score -4811181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -4811180.500000 Penalty: 5230.045410
	Iteration 97Q: 3 clusters Score -4811180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -4811181.500000 Penalty: 5230.045410
	Iteration 98Q: 3 clusters Score -4811182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -4811183.000000 Penalty: 5230.045410
	Iteration 99Q: 3 clusters Score -4811183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -4811183.000000 Penalty: 5230.045410
	Iteration 100F: 3 clusters Score -4811183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Entering Unmasked Estep 
Score: -2240086.000000 Penalty: 2407.241943
	Iteration 0F: 2 clusters Score -2240086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2228168.500000 Penalty: 4814.483887
	Iteration 0F: 3 clusters Score -2228168 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2232203.250000 Penalty: 4814.483887
	Iteration 1F: 3 clusters Score -2232203 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2232648.500000 Penalty: 4814.483887
	Iteration 2F: 3 clusters Score -2232648 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2233144.500000 Penalty: 4814.483887
	Iteration 3F: 3 clusters Score -2233144 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2233769.750000 Penalty: 4814.483887
	Iteration 4F: 3 clusters Score -2233770 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2234483.750000 Penalty: 4814.483887
	Iteration 5F: 3 clusters Score -2234484 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2235275.250000 Penalty: 4814.483887
	Iteration 6F: 3 clusters Score -2235275 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2236060.750000 Penalty: 4814.483887
	Iteration 7F: 3 clusters Score -2236061 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2236681.000000 Penalty: 4814.483887
	Iteration 8Q: 3 clusters Score -2236681 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2237165.500000 Penalty: 4814.483887
	Iteration 9Q: 3 clusters Score -2237166 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2237463.000000 Penalty: 4814.483887
	Iteration 10Q: 3 clusters Score -2237463 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2237675.500000 Penalty: 4814.483887
	Iteration 11Q: 3 clusters Score -2237676 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2237812.000000 Penalty: 4814.483887
	Iteration 12Q: 3 clusters Score -2237812 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2237887.750000 Penalty: 4814.483887
	Iteration 13Q: 3 clusters Score -2237888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2237926.250000 Penalty: 4814.483887
	Iteration 14Q: 3 clusters Score -2237926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2237948.500000 Penalty: 4814.483887
	Iteration 15Q: 3 clusters Score -2237948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2237982.750000 Penalty: 4814.483887
	Iteration 16Q: 3 clusters Score -2237983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2238002.500000 Penalty: 4814.483887
	Iteration 17Q: 3 clusters Score -2238002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2238018.750000 Penalty: 4814.483887
	Iteration 18Q: 3 clusters Score -2238019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2238019.750000 Penalty: 4814.483887
	Iteration 19Q: 3 clusters Score -2238020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2238022.750000 Penalty: 4814.483887
	Iteration 20F: 3 clusters Score -2238023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2238023.500000 Penalty: 4814.483887
	Iteration 21Q: 3 clusters Score -2238024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2238024.500000 Penalty: 4814.483887
	Iteration 22Q: 3 clusters Score -2238024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2238025.500000 Penalty: 4814.483887
	Iteration 23Q: 3 clusters Score -2238026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2238024.750000 Penalty: 4814.483887
	Iteration 24Q: 3 clusters Score -2238025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2238029.750000 Penalty: 4814.483887
	Iteration 25Q: 3 clusters Score -2238030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2238029.250000 Penalty: 4814.483887
	Iteration 26Q: 3 clusters Score -2238029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2238028.750000 Penalty: 4814.483887
	Iteration 27Q: 3 clusters Score -2238029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2238036.750000 Penalty: 4814.483887
	Iteration 28Q: 3 clusters Score -2238037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2238037.250000 Penalty: 4814.483887
	Iteration 29Q: 3 clusters Score -2238037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2238040.000000 Penalty: 4814.483887
	Iteration 30Q: 3 clusters Score -2238040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2238044.250000 Penalty: 4814.483887
	Iteration 31Q: 3 clusters Score -2238044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2238046.500000 Penalty: 4814.483887
	Iteration 32Q: 3 clusters Score -2238046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2238047.250000 Penalty: 4814.483887
	Iteration 33Q: 3 clusters Score -2238047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2238047.500000 Penalty: 4814.483887
	Iteration 34Q: 3 clusters Score -2238048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2238048.500000 Penalty: 4814.483887
	Iteration 35Q: 3 clusters Score -2238048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2238051.750000 Penalty: 4814.483887
	Iteration 36Q: 3 clusters Score -2238052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2238053.750000 Penalty: 4814.483887
	Iteration 37Q: 3 clusters Score -2238054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2238058.250000 Penalty: 4814.483887
	Iteration 38Q: 3 clusters Score -2238058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2238057.000000 Penalty: 4814.483887
	Iteration 39Q: 3 clusters Score -2238057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2238060.500000 Penalty: 4814.483887
	Iteration 40F: 3 clusters Score -2238060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Entering Unmasked Estep 
Score: -2405360.250000 Penalty: 2432.171387
	Iteration 0F: 2 clusters Score -2405360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2392550.250000 Penalty: 4864.342773
	Iteration 0F: 3 clusters Score -2392550 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2396738.750000 Penalty: 4864.342773
	Iteration 1F: 3 clusters Score -2396739 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2397245.750000 Penalty: 4864.342773
	Iteration 2F: 3 clusters Score -2397246 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2397686.500000 Penalty: 4864.342773
	Iteration 3F: 3 clusters Score -2397686 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2398162.750000 Penalty: 4864.342773
	Iteration 4F: 3 clusters Score -2398163 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2398737.500000 Penalty: 4864.342773
	Iteration 5F: 3 clusters Score -2398738 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2399321.000000 Penalty: 4864.342773
	Iteration 6F: 3 clusters Score -2399321 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2399885.000000 Penalty: 4864.342773
	Iteration 7F: 3 clusters Score -2399885 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2400360.750000 Penalty: 4864.342773
	Iteration 8Q: 3 clusters Score -2400361 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2400791.750000 Penalty: 4864.342773
	Iteration 9Q: 3 clusters Score -2400792 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2401112.250000 Penalty: 4864.342773
	Iteration 10Q: 3 clusters Score -2401112 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2401364.000000 Penalty: 4864.342773
	Iteration 11Q: 3 clusters Score -2401364 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2401593.250000 Penalty: 4864.342773
	Iteration 12Q: 3 clusters Score -2401593 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2401791.500000 Penalty: 4864.342773
	Iteration 13Q: 3 clusters Score -2401792 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2401972.500000 Penalty: 4864.342773
	Iteration 14Q: 3 clusters Score -2401972 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2402176.000000 Penalty: 4864.342773
	Iteration 15Q: 3 clusters Score -2402176 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2402348.250000 Penalty: 4864.342773
	Iteration 16Q: 3 clusters Score -2402348 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2402564.000000 Penalty: 4864.342773
	Iteration 17Q: 3 clusters Score -2402564 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2402805.500000 Penalty: 4864.342773
	Iteration 18Q: 3 clusters Score -2402806 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2403030.750000 Penalty: 4864.342773
	Iteration 19Q: 3 clusters Score -2403031 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2403238.750000 Penalty: 4864.342773
	Iteration 20F: 3 clusters Score -2403239 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2403404.750000 Penalty: 4864.342773
	Iteration 21Q: 3 clusters Score -2403405 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2403512.500000 Penalty: 4864.342773
	Iteration 22Q: 3 clusters Score -2403512 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2403594.250000 Penalty: 4864.342773
	Iteration 23Q: 3 clusters Score -2403594 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2403654.000000 Penalty: 4864.342773
	Iteration 24Q: 3 clusters Score -2403654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2403718.250000 Penalty: 4864.342773
	Iteration 25Q: 3 clusters Score -2403718 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2403793.250000 Penalty: 4864.342773
	Iteration 26Q: 3 clusters Score -2403793 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2403835.750000 Penalty: 4864.342773
	Iteration 27Q: 3 clusters Score -2403836 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2403871.250000 Penalty: 4864.342773
	Iteration 28Q: 3 clusters Score -2403871 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2403909.000000 Penalty: 4864.342773
	Iteration 29Q: 3 clusters Score -2403909 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2403931.750000 Penalty: 4864.342773
	Iteration 30Q: 3 clusters Score -2403932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2403961.000000 Penalty: 4864.342773
	Iteration 31Q: 3 clusters Score -2403961 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2403979.250000 Penalty: 4864.342773
	Iteration 32Q: 3 clusters Score -2403979 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2403998.250000 Penalty: 4864.342773
	Iteration 33Q: 3 clusters Score -2403998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2404014.500000 Penalty: 4864.342773
	Iteration 34Q: 3 clusters Score -2404014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2404029.500000 Penalty: 4864.342773
	Iteration 35Q: 3 clusters Score -2404030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2404039.750000 Penalty: 4864.342773
	Iteration 36Q: 3 clusters Score -2404040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2404056.000000 Penalty: 4864.342773
	Iteration 37Q: 3 clusters Score -2404056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2404068.000000 Penalty: 4864.342773
	Iteration 38Q: 3 clusters Score -2404068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2404084.500000 Penalty: 4864.342773
	Iteration 39Q: 3 clusters Score -2404084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2404097.000000 Penalty: 4864.342773
	Iteration 40F: 3 clusters Score -2404097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2404110.500000 Penalty: 4864.342773
	Iteration 41Q: 3 clusters Score -2404110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2404118.000000 Penalty: 4864.342773
	Iteration 42Q: 3 clusters Score -2404118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2404119.500000 Penalty: 4864.342773
	Iteration 43Q: 3 clusters Score -2404120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2404125.250000 Penalty: 4864.342773
	Iteration 44Q: 3 clusters Score -2404125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2404125.750000 Penalty: 4864.342773
	Iteration 45Q: 3 clusters Score -2404126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2404127.500000 Penalty: 4864.342773
	Iteration 46Q: 3 clusters Score -2404128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2404126.250000 Penalty: 4864.342773
	Iteration 47Q: 3 clusters Score -2404126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2404127.500000 Penalty: 4864.342773
	Iteration 48Q: 3 clusters Score -2404128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2404131.500000 Penalty: 4864.342773
	Iteration 49Q: 3 clusters Score -2404132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2404131.250000 Penalty: 4864.342773
	Iteration 50Q: 3 clusters Score -2404131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2404131.750000 Penalty: 4864.342773
	Iteration 51Q: 3 clusters Score -2404132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2404131.500000 Penalty: 4864.342773
	Iteration 52Q: 3 clusters Score -2404132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2404131.500000 Penalty: 4864.342773
	Iteration 53F: 3 clusters Score -2404132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -67146.695312 Penalty: 1552.849976
	Iteration 0F: 2 clusters Score -67146.7 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 265 members 
Entering Unmasked Estep 
Score: -65627.414062 Penalty: 3105.699951
	Iteration 0F: 3 clusters Score -65627.41 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65885.234375 Penalty: 3105.699951
	Iteration 1F: 3 clusters Score -65885.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66000.195312 Penalty: 3105.699951
	Iteration 2F: 3 clusters Score -66000.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66065.140625 Penalty: 3105.699951
	Iteration 3Q: 3 clusters Score -66065.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66112.015625 Penalty: 3105.699951
	Iteration 4Q: 3 clusters Score -66112.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66151.859375 Penalty: 3105.699951
	Iteration 5Q: 3 clusters Score -66151.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66180.062500 Penalty: 3105.699951
	Iteration 6Q: 3 clusters Score -66180.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66216.460938 Penalty: 3105.699951
	Iteration 7Q: 3 clusters Score -66216.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66240.000000 Penalty: 3105.699951
	Iteration 8Q: 3 clusters Score -66240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66277.703125 Penalty: 3105.699951
	Iteration 9Q: 3 clusters Score -66277.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66323.929688 Penalty: 3105.699951
	Iteration 10Q: 3 clusters Score -66323.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66336.359375 Penalty: 3105.699951
	Iteration 11Q: 3 clusters Score -66336.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66345.593750 Penalty: 3105.699951
	Iteration 12Q: 3 clusters Score -66345.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66356.195312 Penalty: 3105.699951
	Iteration 13Q: 3 clusters Score -66356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66358.406250 Penalty: 3105.699951
	Iteration 14Q: 3 clusters Score -66358.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66358.406250 Penalty: 3105.699951
	Iteration 15F: 3 clusters Score -66358.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Entering Unmasked Estep 
Score: -2292956.000000 Penalty: 2413.503418
	Iteration 0F: 2 clusters Score -2292956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2281033.500000 Penalty: 4827.006836
	Iteration 0F: 3 clusters Score -2281034 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2284919.000000 Penalty: 4827.006836
	Iteration 1F: 3 clusters Score -2284919 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2285388.250000 Penalty: 4827.006836
	Iteration 2F: 3 clusters Score -2285388 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2285873.000000 Penalty: 4827.006836
	Iteration 3F: 3 clusters Score -2285873 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2286438.250000 Penalty: 4827.006836
	Iteration 4F: 3 clusters Score -2286438 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2287086.500000 Penalty: 4827.006836
	Iteration 5F: 3 clusters Score -2287086 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2287758.250000 Penalty: 4827.006836
	Iteration 6F: 3 clusters Score -2287758 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2288419.000000 Penalty: 4827.006836
	Iteration 7F: 3 clusters Score -2288419 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2288996.250000 Penalty: 4827.006836
	Iteration 8Q: 3 clusters Score -2288996 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2289471.000000 Penalty: 4827.006836
	Iteration 9Q: 3 clusters Score -2289471 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2289869.500000 Penalty: 4827.006836
	Iteration 10Q: 3 clusters Score -2289870 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2290234.250000 Penalty: 4827.006836
	Iteration 11Q: 3 clusters Score -2290234 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2290469.000000 Penalty: 4827.006836
	Iteration 12Q: 3 clusters Score -2290469 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2290662.000000 Penalty: 4827.006836
	Iteration 13Q: 3 clusters Score -2290662 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2290789.500000 Penalty: 4827.006836
	Iteration 14Q: 3 clusters Score -2290790 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2290883.000000 Penalty: 4827.006836
	Iteration 15Q: 3 clusters Score -2290883 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2290939.500000 Penalty: 4827.006836
	Iteration 16Q: 3 clusters Score -2290940 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2290988.000000 Penalty: 4827.006836
	Iteration 17Q: 3 clusters Score -2290988 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2291022.750000 Penalty: 4827.006836
	Iteration 18Q: 3 clusters Score -2291023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2291038.000000 Penalty: 4827.006836
	Iteration 19Q: 3 clusters Score -2291038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2291053.000000 Penalty: 4827.006836
	Iteration 20F: 3 clusters Score -2291053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2291072.750000 Penalty: 4827.006836
	Iteration 21Q: 3 clusters Score -2291073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2291081.000000 Penalty: 4827.006836
	Iteration 22Q: 3 clusters Score -2291081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2291089.500000 Penalty: 4827.006836
	Iteration 23Q: 3 clusters Score -2291090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2291091.250000 Penalty: 4827.006836
	Iteration 24Q: 3 clusters Score -2291091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2291097.000000 Penalty: 4827.006836
	Iteration 25Q: 3 clusters Score -2291097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2291100.250000 Penalty: 4827.006836
	Iteration 26Q: 3 clusters Score -2291100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2291100.250000 Penalty: 4827.006836
	Iteration 27Q: 3 clusters Score -2291100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2291099.000000 Penalty: 4827.006836
	Iteration 28Q: 3 clusters Score -2291099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2291106.250000 Penalty: 4827.006836
	Iteration 29Q: 3 clusters Score -2291106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2291108.250000 Penalty: 4827.006836
	Iteration 30Q: 3 clusters Score -2291108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2291105.500000 Penalty: 4827.006836
	Iteration 31Q: 3 clusters Score -2291106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2291107.250000 Penalty: 4827.006836
	Iteration 32Q: 3 clusters Score -2291107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2291111.000000 Penalty: 4827.006836
	Iteration 33Q: 3 clusters Score -2291111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2291108.500000 Penalty: 4827.006836
	Iteration 34Q: 3 clusters Score -2291108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2291109.500000 Penalty: 4827.006836
	Iteration 35Q: 3 clusters Score -2291110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2291116.000000 Penalty: 4827.006836
	Iteration 36Q: 3 clusters Score -2291116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2291117.750000 Penalty: 4827.006836
	Iteration 37Q: 3 clusters Score -2291118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2291124.500000 Penalty: 4827.006836
	Iteration 38Q: 3 clusters Score -2291124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2291126.750000 Penalty: 4827.006836
	Iteration 39Q: 3 clusters Score -2291127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2291126.500000 Penalty: 4827.006836
	Iteration 40F: 3 clusters Score -2291126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2291133.000000 Penalty: 4827.006836
	Iteration 41Q: 3 clusters Score -2291133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2291139.500000 Penalty: 4827.006836
	Iteration 42Q: 3 clusters Score -2291140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2291139.750000 Penalty: 4827.006836
	Iteration 43Q: 3 clusters Score -2291140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2291141.250000 Penalty: 4827.006836
	Iteration 44Q: 3 clusters Score -2291141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2291141.750000 Penalty: 4827.006836
	Iteration 45Q: 3 clusters Score -2291142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2291143.000000 Penalty: 4827.006836
	Iteration 46Q: 3 clusters Score -2291143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2291143.000000 Penalty: 4827.006836
	Iteration 47F: 3 clusters Score -2291143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Entering Unmasked Estep 
Score: -5247071.500000 Penalty: 2613.535400
	Iteration 0F: 2 clusters Score -5247072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -5221574.500000 Penalty: 5227.070801
	Iteration 0F: 3 clusters Score -5221574 nChanged 17090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -5230835.500000 Penalty: 5227.070801
	Iteration 1F: 3 clusters Score -5230836 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -5231322.500000 Penalty: 5227.070801
	Iteration 2Q: 3 clusters Score -5231322 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -5231904.500000 Penalty: 5227.070801
	Iteration 3Q: 3 clusters Score -5231904 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -5232550.000000 Penalty: 5227.070801
	Iteration 4Q: 3 clusters Score -5232550 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -5233500.500000 Penalty: 5227.070801
	Iteration 5Q: 3 clusters Score -5233500 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -5234926.000000 Penalty: 5227.070801
	Iteration 6F: 3 clusters Score -5234926 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -5237067.500000 Penalty: 5227.070801
	Iteration 7F: 3 clusters Score -5237068 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -5239803.500000 Penalty: 5227.070801
	Iteration 8F: 3 clusters Score -5239804 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -5242257.000000 Penalty: 5227.070801
	Iteration 9F: 3 clusters Score -5242257 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -5243689.500000 Penalty: 5227.070801
	Iteration 10Q: 3 clusters Score -5243690 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -5244306.500000 Penalty: 5227.070801
	Iteration 11Q: 3 clusters Score -5244306 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -5244576.000000 Penalty: 5227.070801
	Iteration 12Q: 3 clusters Score -5244576 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -5244706.000000 Penalty: 5227.070801
	Iteration 13Q: 3 clusters Score -5244706 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -5244779.000000 Penalty: 5227.070801
	Iteration 14Q: 3 clusters Score -5244779 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -5244815.000000 Penalty: 5227.070801
	Iteration 15Q: 3 clusters Score -5244815 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -5244830.000000 Penalty: 5227.070801
	Iteration 16Q: 3 clusters Score -5244830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -5244844.500000 Penalty: 5227.070801
	Iteration 17Q: 3 clusters Score -5244844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -5244853.500000 Penalty: 5227.070801
	Iteration 18Q: 3 clusters Score -5244854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -5244858.000000 Penalty: 5227.070801
	Iteration 19Q: 3 clusters Score -5244858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -5244857.000000 Penalty: 5227.070801
	Iteration 20F: 3 clusters Score -5244857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -5244862.500000 Penalty: 5227.070801
	Iteration 21Q: 3 clusters Score -5244862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -5244875.000000 Penalty: 5227.070801
	Iteration 22Q: 3 clusters Score -5244875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -5244880.000000 Penalty: 5227.070801
	Iteration 23Q: 3 clusters Score -5244880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -5244881.000000 Penalty: 5227.070801
	Iteration 24Q: 3 clusters Score -5244881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -5244882.500000 Penalty: 5227.070801
	Iteration 25Q: 3 clusters Score -5244882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -5244884.000000 Penalty: 5227.070801
	Iteration 26Q: 3 clusters Score -5244884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -5244884.500000 Penalty: 5227.070801
	Iteration 27Q: 3 clusters Score -5244884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -5244889.500000 Penalty: 5227.070801
	Iteration 28Q: 3 clusters Score -5244890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -5244889.500000 Penalty: 5227.070801
	Iteration 29Q: 3 clusters Score -5244890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -5244889.500000 Penalty: 5227.070801
	Iteration 30F: 3 clusters Score -5244890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Entering Unmasked Estep 
Score: -495244.093750 Penalty: 2038.659912
	Iteration 0F: 2 clusters Score -495244.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -491508.593750 Penalty: 4077.319824
	Iteration 0F: 3 clusters Score -491508.6 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -492385.718750 Penalty: 4077.319824
	Iteration 1F: 3 clusters Score -492385.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -492573.687500 Penalty: 4077.319824
	Iteration 2F: 3 clusters Score -492573.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -492702.906250 Penalty: 4077.319824
	Iteration 3F: 3 clusters Score -492702.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -492792.781250 Penalty: 4077.319824
	Iteration 4Q: 3 clusters Score -492792.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -492856.843750 Penalty: 4077.319824
	Iteration 5Q: 3 clusters Score -492856.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -492912.406250 Penalty: 4077.319824
	Iteration 6Q: 3 clusters Score -492912.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -492963.562500 Penalty: 4077.319824
	Iteration 7Q: 3 clusters Score -492963.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -493006.656250 Penalty: 4077.319824
	Iteration 8Q: 3 clusters Score -493006.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -493034.812500 Penalty: 4077.319824
	Iteration 9Q: 3 clusters Score -493034.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -493056.250000 Penalty: 4077.319824
	Iteration 10Q: 3 clusters Score -493056.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -493074.968750 Penalty: 4077.319824
	Iteration 11Q: 3 clusters Score -493075 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -493093.968750 Penalty: 4077.319824
	Iteration 12Q: 3 clusters Score -493094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -493111.218750 Penalty: 4077.319824
	Iteration 13Q: 3 clusters Score -493111.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -493122.656250 Penalty: 4077.319824
	Iteration 14Q: 3 clusters Score -493122.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -493136.875000 Penalty: 4077.319824
	Iteration 15Q: 3 clusters Score -493136.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -493150.968750 Penalty: 4077.319824
	Iteration 16Q: 3 clusters Score -493151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -493171.562500 Penalty: 4077.319824
	Iteration 17Q: 3 clusters Score -493171.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -493190.218750 Penalty: 4077.319824
	Iteration 18Q: 3 clusters Score -493190.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -493209.375000 Penalty: 4077.319824
	Iteration 19Q: 3 clusters Score -493209.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -493231.937500 Penalty: 4077.319824
	Iteration 20F: 3 clusters Score -493231.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -493253.906250 Penalty: 4077.319824
	Iteration 21Q: 3 clusters Score -493253.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -493277.093750 Penalty: 4077.319824
	Iteration 22Q: 3 clusters Score -493277.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -493294.250000 Penalty: 4077.319824
	Iteration 23Q: 3 clusters Score -493294.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -493311.843750 Penalty: 4077.319824
	Iteration 24Q: 3 clusters Score -493311.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -493325.250000 Penalty: 4077.319824
	Iteration 25Q: 3 clusters Score -493325.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -493331.500000 Penalty: 4077.319824
	Iteration 26Q: 3 clusters Score -493331.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -493337.468750 Penalty: 4077.319824
	Iteration 27Q: 3 clusters Score -493337.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -493344.781250 Penalty: 4077.319824
	Iteration 28Q: 3 clusters Score -493344.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -493349.687500 Penalty: 4077.319824
	Iteration 29Q: 3 clusters Score -493349.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -493355.218750 Penalty: 4077.319824
	Iteration 30Q: 3 clusters Score -493355.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -493359.062500 Penalty: 4077.319824
	Iteration 31Q: 3 clusters Score -493359.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -493365.500000 Penalty: 4077.319824
	Iteration 32Q: 3 clusters Score -493365.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -493373.687500 Penalty: 4077.319824
	Iteration 33Q: 3 clusters Score -493373.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -493379.875000 Penalty: 4077.319824
	Iteration 34Q: 3 clusters Score -493379.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -493388.343750 Penalty: 4077.319824
	Iteration 35Q: 3 clusters Score -493388.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -493397.718750 Penalty: 4077.319824
	Iteration 36Q: 3 clusters Score -493397.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -493402.312500 Penalty: 4077.319824
	Iteration 37Q: 3 clusters Score -493402.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -493408.625000 Penalty: 4077.319824
	Iteration 38Q: 3 clusters Score -493408.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -493412.281250 Penalty: 4077.319824
	Iteration 39Q: 3 clusters Score -493412.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -493414.750000 Penalty: 4077.319824
	Iteration 40F: 3 clusters Score -493414.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -493416.812500 Penalty: 4077.319824
	Iteration 41Q: 3 clusters Score -493416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -493418.781250 Penalty: 4077.319824
	Iteration 42Q: 3 clusters Score -493418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -493420.750000 Penalty: 4077.319824
	Iteration 43Q: 3 clusters Score -493420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -493422.093750 Penalty: 4077.319824
	Iteration 44Q: 3 clusters Score -493422.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -493424.781250 Penalty: 4077.319824
	Iteration 45Q: 3 clusters Score -493424.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -493429.781250 Penalty: 4077.319824
	Iteration 46Q: 3 clusters Score -493429.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -493435.062500 Penalty: 4077.319824
	Iteration 47Q: 3 clusters Score -493435.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -493440.906250 Penalty: 4077.319824
	Iteration 48Q: 3 clusters Score -493440.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -493442.875000 Penalty: 4077.319824
	Iteration 49Q: 3 clusters Score -493442.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -493444.718750 Penalty: 4077.319824
	Iteration 50Q: 3 clusters Score -493444.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -493446.593750 Penalty: 4077.319824
	Iteration 51Q: 3 clusters Score -493446.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -493446.718750 Penalty: 4077.319824
	Iteration 52Q: 3 clusters Score -493446.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -493446.718750 Penalty: 4077.319824
	Iteration 53F: 3 clusters Score -493446.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (158177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158177 members 
Entering Unmasked Estep 
Score: -21662238.000000 Penalty: 2968.924561
	Iteration 0F: 2 clusters Score -2.166224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79209 members 
Mstep: Class 2 contains 78968 members 
Entering Unmasked Estep 
Score: -21559124.000000 Penalty: 5937.849121
	Iteration 0F: 3 clusters Score -2.155912e+07 nChanged 75826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80117 members 
Mstep: Class 2 contains 78060 members 
Entering Unmasked Estep 
Score: -21603962.000000 Penalty: 5937.849121
	Iteration 1F: 3 clusters Score -2.160396e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 77450 members 
Entering Unmasked Estep 
Score: -21605148.000000 Penalty: 5937.849121
	Iteration 2Q: 3 clusters Score -2.160515e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81655 members 
Mstep: Class 2 contains 76522 members 
Entering Unmasked Estep 
Score: -21606382.000000 Penalty: 5937.849121
	Iteration 3Q: 3 clusters Score -2.160638e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82946 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -21607812.000000 Penalty: 5937.849121
	Iteration 4Q: 3 clusters Score -2.160781e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84811 members 
Mstep: Class 2 contains 73366 members 
Entering Unmasked Estep 
Score: -21609398.000000 Penalty: 5937.849121
	Iteration 5Q: 3 clusters Score -2.16094e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87561 members 
Mstep: Class 2 contains 70616 members 
Entering Unmasked Estep 
Score: -21611632.000000 Penalty: 5937.849121
	Iteration 6Q: 3 clusters Score -2.161163e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91438 members 
Mstep: Class 2 contains 66739 members 
Entering Unmasked Estep 
Score: -21614610.000000 Penalty: 5937.849121
	Iteration 7Q: 3 clusters Score -2.161461e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96654 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -21618368.000000 Penalty: 5937.849121
	Iteration 8Q: 3 clusters Score -2.161837e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103390 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -21623430.000000 Penalty: 5937.849121
	Iteration 9F: 3 clusters Score -2.162343e+07 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111351 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -21629352.000000 Penalty: 5937.849121
	Iteration 10F: 3 clusters Score -2.162935e+07 nChanged 9102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119725 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -21635592.000000 Penalty: 5937.849121
	Iteration 11F: 3 clusters Score -2.163559e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127648 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -21641580.000000 Penalty: 5937.849121
	Iteration 12F: 3 clusters Score -2.164158e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134304 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -21646410.000000 Penalty: 5937.849121
	Iteration 13Q: 3 clusters Score -2.164641e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139595 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -21649626.000000 Penalty: 5937.849121
	Iteration 14Q: 3 clusters Score -2.164963e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143768 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -21652166.000000 Penalty: 5937.849121
	Iteration 15Q: 3 clusters Score -2.165217e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147018 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -21654124.000000 Penalty: 5937.849121
	Iteration 16Q: 3 clusters Score -2.165412e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149599 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -21655520.000000 Penalty: 5937.849121
	Iteration 17Q: 3 clusters Score -2.165552e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151655 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -21656658.000000 Penalty: 5937.849121
	Iteration 18Q: 3 clusters Score -2.165666e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153248 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -21657608.000000 Penalty: 5937.849121
	Iteration 19Q: 3 clusters Score -2.165761e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154428 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -21658110.000000 Penalty: 5937.849121
	Iteration 20F: 3 clusters Score -2.165811e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155283 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -21658556.000000 Penalty: 5937.849121
	Iteration 21Q: 3 clusters Score -2.165856e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155879 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -21658846.000000 Penalty: 5937.849121
	Iteration 22Q: 3 clusters Score -2.165885e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156308 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -21659100.000000 Penalty: 5937.849121
	Iteration 23Q: 3 clusters Score -2.16591e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156617 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -21659262.000000 Penalty: 5937.849121
	Iteration 24Q: 3 clusters Score -2.165926e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156839 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -21659414.000000 Penalty: 5937.849121
	Iteration 25Q: 3 clusters Score -2.165941e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156979 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -21659478.000000 Penalty: 5937.849121
	Iteration 26Q: 3 clusters Score -2.165948e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157082 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -21659562.000000 Penalty: 5937.849121
	Iteration 27Q: 3 clusters Score -2.165956e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157165 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -21659632.000000 Penalty: 5937.849121
	Iteration 28Q: 3 clusters Score -2.165963e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157213 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -21659650.000000 Penalty: 5937.849121
	Iteration 29Q: 3 clusters Score -2.165965e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157257 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -21659702.000000 Penalty: 5937.849121
	Iteration 30Q: 3 clusters Score -2.16597e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157301 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -21659730.000000 Penalty: 5937.849121
	Iteration 31Q: 3 clusters Score -2.165973e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157327 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -21659770.000000 Penalty: 5937.849121
	Iteration 32Q: 3 clusters Score -2.165977e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157356 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -21659762.000000 Penalty: 5937.849121
	Iteration 33Q: 3 clusters Score -2.165976e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157382 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -21659796.000000 Penalty: 5937.849121
	Iteration 34Q: 3 clusters Score -2.16598e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157399 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -21659798.000000 Penalty: 5937.849121
	Iteration 35Q: 3 clusters Score -2.16598e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157411 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -21659810.000000 Penalty: 5937.849121
	Iteration 36Q: 3 clusters Score -2.165981e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157426 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -21659778.000000 Penalty: 5937.849121
	Iteration 37Q: 3 clusters Score -2.165978e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157439 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -21659802.000000 Penalty: 5937.849121
	Iteration 38Q: 3 clusters Score -2.16598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157447 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -21659814.000000 Penalty: 5937.849121
	Iteration 39Q: 3 clusters Score -2.165981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157452 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -21659830.000000 Penalty: 5937.849121
	Iteration 40F: 3 clusters Score -2.165983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157456 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -21659846.000000 Penalty: 5937.849121
	Iteration 41Q: 3 clusters Score -2.165985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157459 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -21659852.000000 Penalty: 5937.849121
	Iteration 42Q: 3 clusters Score -2.165985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157465 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -21659840.000000 Penalty: 5937.849121
	Iteration 43Q: 3 clusters Score -2.165984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157468 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -21659860.000000 Penalty: 5937.849121
	Iteration 44Q: 3 clusters Score -2.165986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157472 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -21659856.000000 Penalty: 5937.849121
	Iteration 45Q: 3 clusters Score -2.165986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157477 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -21659872.000000 Penalty: 5937.849121
	Iteration 46Q: 3 clusters Score -2.165987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157483 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -21659858.000000 Penalty: 5937.849121
	Iteration 47Q: 3 clusters Score -2.165986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157484 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -21659866.000000 Penalty: 5937.849121
	Iteration 48Q: 3 clusters Score -2.165987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157487 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -21659866.000000 Penalty: 5937.849121
	Iteration 49Q: 3 clusters Score -2.165987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157490 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -21659874.000000 Penalty: 5937.849121
	Iteration 50Q: 3 clusters Score -2.165987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157494 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -21659864.000000 Penalty: 5937.849121
	Iteration 51Q: 3 clusters Score -2.165986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157495 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -21659872.000000 Penalty: 5937.849121
	Iteration 52Q: 3 clusters Score -2.165987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157496 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -21659860.000000 Penalty: 5937.849121
	Iteration 53Q: 3 clusters Score -2.165986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157497 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -21659860.000000 Penalty: 5937.849121
	Iteration 54Q: 3 clusters Score -2.165986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157497 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -21659860.000000 Penalty: 5937.849121
	Iteration 55F: 3 clusters Score -2.165986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -83163.265625 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -83163.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81502.726562 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -81502.73 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81973.242188 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -81973.24 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -82252.703125 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -82252.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -82382.867188 Penalty: 3234.958008
	Iteration 3F: 3 clusters Score -82382.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -82440.726562 Penalty: 3234.958008
	Iteration 4Q: 3 clusters Score -82440.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -82512.570312 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -82512.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -82566.710938 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -82566.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -82604.460938 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -82604.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -82655.257812 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -82655.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82711.015625 Penalty: 3234.958008
	Iteration 9Q: 3 clusters Score -82711.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -82749.984375 Penalty: 3234.958008
	Iteration 10Q: 3 clusters Score -82749.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82780.046875 Penalty: 3234.958008
	Iteration 11Q: 3 clusters Score -82780.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -82793.281250 Penalty: 3234.958008
	Iteration 12Q: 3 clusters Score -82793.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -82800.820312 Penalty: 3234.958008
	Iteration 13Q: 3 clusters Score -82800.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -82804.812500 Penalty: 3234.958008
	Iteration 14Q: 3 clusters Score -82804.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -82806.132812 Penalty: 3234.958008
	Iteration 15Q: 3 clusters Score -82806.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -82810.109375 Penalty: 3234.958008
	Iteration 16Q: 3 clusters Score -82810.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -82817.289062 Penalty: 3234.958008
	Iteration 17Q: 3 clusters Score -82817.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -82820.117188 Penalty: 3234.958008
	Iteration 18Q: 3 clusters Score -82820.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -82820.117188 Penalty: 3234.958008
	Iteration 19F: 3 clusters Score -82820.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Entering Unmasked Estep 
Score: -622906.625000 Penalty: 2103.325684
	Iteration 0F: 2 clusters Score -622906.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -618549.312500 Penalty: 4206.651367
	Iteration 0F: 3 clusters Score -618549.3 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -619651.062500 Penalty: 4206.651367
	Iteration 1F: 3 clusters Score -619651.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -619864.937500 Penalty: 4206.651367
	Iteration 2F: 3 clusters Score -619864.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -619973.375000 Penalty: 4206.651367
	Iteration 3Q: 3 clusters Score -619973.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -620036.625000 Penalty: 4206.651367
	Iteration 4Q: 3 clusters Score -620036.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -620071.375000 Penalty: 4206.651367
	Iteration 5Q: 3 clusters Score -620071.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -620096.625000 Penalty: 4206.651367
	Iteration 6Q: 3 clusters Score -620096.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -620120.062500 Penalty: 4206.651367
	Iteration 7Q: 3 clusters Score -620120.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -620139.625000 Penalty: 4206.651367
	Iteration 8Q: 3 clusters Score -620139.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -620150.125000 Penalty: 4206.651367
	Iteration 9Q: 3 clusters Score -620150.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -620166.312500 Penalty: 4206.651367
	Iteration 10Q: 3 clusters Score -620166.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -620177.312500 Penalty: 4206.651367
	Iteration 11Q: 3 clusters Score -620177.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -620190.625000 Penalty: 4206.651367
	Iteration 12Q: 3 clusters Score -620190.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -620206.812500 Penalty: 4206.651367
	Iteration 13Q: 3 clusters Score -620206.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -620221.750000 Penalty: 4206.651367
	Iteration 14Q: 3 clusters Score -620221.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -620238.500000 Penalty: 4206.651367
	Iteration 15Q: 3 clusters Score -620238.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -620258.000000 Penalty: 4206.651367
	Iteration 16Q: 3 clusters Score -620258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -620283.625000 Penalty: 4206.651367
	Iteration 17Q: 3 clusters Score -620283.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -620316.812500 Penalty: 4206.651367
	Iteration 18Q: 3 clusters Score -620316.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -620347.812500 Penalty: 4206.651367
	Iteration 19Q: 3 clusters Score -620347.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -620366.500000 Penalty: 4206.651367
	Iteration 20F: 3 clusters Score -620366.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -620380.125000 Penalty: 4206.651367
	Iteration 21Q: 3 clusters Score -620380.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -620396.187500 Penalty: 4206.651367
	Iteration 22Q: 3 clusters Score -620396.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -620411.437500 Penalty: 4206.651367
	Iteration 23Q: 3 clusters Score -620411.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -620434.500000 Penalty: 4206.651367
	Iteration 24Q: 3 clusters Score -620434.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -620464.625000 Penalty: 4206.651367
	Iteration 25Q: 3 clusters Score -620464.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -620493.625000 Penalty: 4206.651367
	Iteration 26Q: 3 clusters Score -620493.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -620523.312500 Penalty: 4206.651367
	Iteration 27Q: 3 clusters Score -620523.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -620545.437500 Penalty: 4206.651367
	Iteration 28Q: 3 clusters Score -620545.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -620569.125000 Penalty: 4206.651367
	Iteration 29Q: 3 clusters Score -620569.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -620591.000000 Penalty: 4206.651367
	Iteration 30Q: 3 clusters Score -620591 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -620622.687500 Penalty: 4206.651367
	Iteration 31Q: 3 clusters Score -620622.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -620657.375000 Penalty: 4206.651367
	Iteration 32Q: 3 clusters Score -620657.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -620692.250000 Penalty: 4206.651367
	Iteration 33Q: 3 clusters Score -620692.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -620733.500000 Penalty: 4206.651367
	Iteration 34Q: 3 clusters Score -620733.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -620769.375000 Penalty: 4206.651367
	Iteration 35Q: 3 clusters Score -620769.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -620799.625000 Penalty: 4206.651367
	Iteration 36Q: 3 clusters Score -620799.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -620829.812500 Penalty: 4206.651367
	Iteration 37Q: 3 clusters Score -620829.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -620861.250000 Penalty: 4206.651367
	Iteration 38Q: 3 clusters Score -620861.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -620885.375000 Penalty: 4206.651367
	Iteration 39Q: 3 clusters Score -620885.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -620908.875000 Penalty: 4206.651367
	Iteration 40F: 3 clusters Score -620908.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -620938.062500 Penalty: 4206.651367
	Iteration 41Q: 3 clusters Score -620938.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -620972.687500 Penalty: 4206.651367
	Iteration 42Q: 3 clusters Score -620972.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -620998.937500 Penalty: 4206.651367
	Iteration 43Q: 3 clusters Score -620998.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -621017.500000 Penalty: 4206.651367
	Iteration 44Q: 3 clusters Score -621017.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -621032.375000 Penalty: 4206.651367
	Iteration 45Q: 3 clusters Score -621032.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -621051.437500 Penalty: 4206.651367
	Iteration 46Q: 3 clusters Score -621051.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -621067.750000 Penalty: 4206.651367
	Iteration 47Q: 3 clusters Score -621067.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -621087.625000 Penalty: 4206.651367
	Iteration 48Q: 3 clusters Score -621087.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -621098.375000 Penalty: 4206.651367
	Iteration 49Q: 3 clusters Score -621098.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -621104.562500 Penalty: 4206.651367
	Iteration 50Q: 3 clusters Score -621104.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -621109.187500 Penalty: 4206.651367
	Iteration 51Q: 3 clusters Score -621109.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -621110.062500 Penalty: 4206.651367
	Iteration 52Q: 3 clusters Score -621110.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -621115.500000 Penalty: 4206.651367
	Iteration 53Q: 3 clusters Score -621115.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -621120.125000 Penalty: 4206.651367
	Iteration 54Q: 3 clusters Score -621120.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -621124.812500 Penalty: 4206.651367
	Iteration 55Q: 3 clusters Score -621124.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -621125.937500 Penalty: 4206.651367
	Iteration 56Q: 3 clusters Score -621125.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -621128.125000 Penalty: 4206.651367
	Iteration 57Q: 3 clusters Score -621128.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -621129.562500 Penalty: 4206.651367
	Iteration 58Q: 3 clusters Score -621129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -621131.000000 Penalty: 4206.651367
	Iteration 59Q: 3 clusters Score -621131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -621132.562500 Penalty: 4206.651367
	Iteration 60F: 3 clusters Score -621132.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -621133.562500 Penalty: 4206.651367
	Iteration 61Q: 3 clusters Score -621133.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -621134.562500 Penalty: 4206.651367
	Iteration 62Q: 3 clusters Score -621134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -621137.437500 Penalty: 4206.651367
	Iteration 63Q: 3 clusters Score -621137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -621137.312500 Penalty: 4206.651367
	Iteration 64Q: 3 clusters Score -621137.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -621138.000000 Penalty: 4206.651367
	Iteration 65Q: 3 clusters Score -621138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -621138.000000 Penalty: 4206.651367
	Iteration 66F: 3 clusters Score -621138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Entering Unmasked Estep 
Score: -2020080.625000 Penalty: 2389.938721
	Iteration 0F: 2 clusters Score -2020081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2008939.000000 Penalty: 4779.877441
	Iteration 0F: 3 clusters Score -2008939 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2012761.250000 Penalty: 4779.877441
	Iteration 1F: 3 clusters Score -2012761 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2013268.375000 Penalty: 4779.877441
	Iteration 2F: 3 clusters Score -2013268 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2013651.000000 Penalty: 4779.877441
	Iteration 3F: 3 clusters Score -2013651 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2014004.000000 Penalty: 4779.877441
	Iteration 4Q: 3 clusters Score -2014004 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2014317.750000 Penalty: 4779.877441
	Iteration 5Q: 3 clusters Score -2014318 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2014663.500000 Penalty: 4779.877441
	Iteration 6Q: 3 clusters Score -2014664 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2015071.000000 Penalty: 4779.877441
	Iteration 7Q: 3 clusters Score -2015071 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2015517.375000 Penalty: 4779.877441
	Iteration 8Q: 3 clusters Score -2015517 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2016008.250000 Penalty: 4779.877441
	Iteration 9Q: 3 clusters Score -2016008 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2016494.375000 Penalty: 4779.877441
	Iteration 10Q: 3 clusters Score -2016494 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2016852.125000 Penalty: 4779.877441
	Iteration 11Q: 3 clusters Score -2016852 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2017129.125000 Penalty: 4779.877441
	Iteration 12Q: 3 clusters Score -2017129 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2017345.375000 Penalty: 4779.877441
	Iteration 13Q: 3 clusters Score -2017345 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2017521.500000 Penalty: 4779.877441
	Iteration 14Q: 3 clusters Score -2017522 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2017711.250000 Penalty: 4779.877441
	Iteration 15Q: 3 clusters Score -2017711 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2017901.625000 Penalty: 4779.877441
	Iteration 16Q: 3 clusters Score -2017902 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2018038.500000 Penalty: 4779.877441
	Iteration 17Q: 3 clusters Score -2018038 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2018115.875000 Penalty: 4779.877441
	Iteration 18Q: 3 clusters Score -2018116 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2018160.000000 Penalty: 4779.877441
	Iteration 19Q: 3 clusters Score -2018160 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2018191.875000 Penalty: 4779.877441
	Iteration 20F: 3 clusters Score -2018192 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2018209.500000 Penalty: 4779.877441
	Iteration 21Q: 3 clusters Score -2018210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2018218.500000 Penalty: 4779.877441
	Iteration 22Q: 3 clusters Score -2018218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2018223.750000 Penalty: 4779.877441
	Iteration 23Q: 3 clusters Score -2018224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2018233.875000 Penalty: 4779.877441
	Iteration 24Q: 3 clusters Score -2018234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2018244.625000 Penalty: 4779.877441
	Iteration 25Q: 3 clusters Score -2018245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2018244.375000 Penalty: 4779.877441
	Iteration 26Q: 3 clusters Score -2018244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2018251.375000 Penalty: 4779.877441
	Iteration 27Q: 3 clusters Score -2018251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2018256.125000 Penalty: 4779.877441
	Iteration 28Q: 3 clusters Score -2018256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2018269.500000 Penalty: 4779.877441
	Iteration 29Q: 3 clusters Score -2018270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2018272.375000 Penalty: 4779.877441
	Iteration 30Q: 3 clusters Score -2018272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2018279.375000 Penalty: 4779.877441
	Iteration 31Q: 3 clusters Score -2018279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2018287.875000 Penalty: 4779.877441
	Iteration 32Q: 3 clusters Score -2018288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2018286.500000 Penalty: 4779.877441
	Iteration 33Q: 3 clusters Score -2018286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2018291.500000 Penalty: 4779.877441
	Iteration 34Q: 3 clusters Score -2018292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2018294.750000 Penalty: 4779.877441
	Iteration 35Q: 3 clusters Score -2018295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2018298.375000 Penalty: 4779.877441
	Iteration 36Q: 3 clusters Score -2018298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2018303.375000 Penalty: 4779.877441
	Iteration 37Q: 3 clusters Score -2018303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2018298.750000 Penalty: 4779.877441
	Iteration 38Q: 3 clusters Score -2018299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2018302.500000 Penalty: 4779.877441
	Iteration 39Q: 3 clusters Score -2018302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2018307.625000 Penalty: 4779.877441
	Iteration 40F: 3 clusters Score -2018308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2018313.250000 Penalty: 4779.877441
	Iteration 41Q: 3 clusters Score -2018313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2018317.625000 Penalty: 4779.877441
	Iteration 42Q: 3 clusters Score -2018318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2018318.375000 Penalty: 4779.877441
	Iteration 43Q: 3 clusters Score -2018318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2018318.625000 Penalty: 4779.877441
	Iteration 44Q: 3 clusters Score -2018319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2018318.125000 Penalty: 4779.877441
	Iteration 45Q: 3 clusters Score -2018318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2018323.375000 Penalty: 4779.877441
	Iteration 46Q: 3 clusters Score -2018323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2018322.750000 Penalty: 4779.877441
	Iteration 47Q: 3 clusters Score -2018323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2018326.750000 Penalty: 4779.877441
	Iteration 48Q: 3 clusters Score -2018327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2018325.875000 Penalty: 4779.877441
	Iteration 49Q: 3 clusters Score -2018326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2018330.000000 Penalty: 4779.877441
	Iteration 50Q: 3 clusters Score -2018330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2018330.750000 Penalty: 4779.877441
	Iteration 51Q: 3 clusters Score -2018331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2018330.250000 Penalty: 4779.877441
	Iteration 52Q: 3 clusters Score -2018330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2018332.750000 Penalty: 4779.877441
	Iteration 53Q: 3 clusters Score -2018333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2018335.500000 Penalty: 4779.877441
	Iteration 54Q: 3 clusters Score -2018336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2018338.750000 Penalty: 4779.877441
	Iteration 55Q: 3 clusters Score -2018339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2018342.875000 Penalty: 4779.877441
	Iteration 56Q: 3 clusters Score -2018343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2018351.625000 Penalty: 4779.877441
	Iteration 57Q: 3 clusters Score -2018352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2018354.375000 Penalty: 4779.877441
	Iteration 58Q: 3 clusters Score -2018354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2018349.250000 Penalty: 4779.877441
	Iteration 59Q: 3 clusters Score -2018349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2018353.625000 Penalty: 4779.877441
	Iteration 60F: 3 clusters Score -2018354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2018355.125000 Penalty: 4779.877441
	Iteration 61Q: 3 clusters Score -2018355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2018355.125000 Penalty: 4779.877441
	Iteration 62Q: 3 clusters Score -2018355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2018356.375000 Penalty: 4779.877441
	Iteration 63Q: 3 clusters Score -2018356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2018353.500000 Penalty: 4779.877441
	Iteration 64Q: 3 clusters Score -2018354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2018357.750000 Penalty: 4779.877441
	Iteration 65Q: 3 clusters Score -2018358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2018358.250000 Penalty: 4779.877441
	Iteration 66Q: 3 clusters Score -2018358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2018360.125000 Penalty: 4779.877441
	Iteration 67Q: 3 clusters Score -2018360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2018362.250000 Penalty: 4779.877441
	Iteration 68Q: 3 clusters Score -2018362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2018363.250000 Penalty: 4779.877441
	Iteration 69Q: 3 clusters Score -2018363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2018364.500000 Penalty: 4779.877441
	Iteration 70Q: 3 clusters Score -2018364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2018362.125000 Penalty: 4779.877441
	Iteration 71Q: 3 clusters Score -2018362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2018364.000000 Penalty: 4779.877441
	Iteration 72Q: 3 clusters Score -2018364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2018368.125000 Penalty: 4779.877441
	Iteration 73Q: 3 clusters Score -2018368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2018368.125000 Penalty: 4779.877441
	Iteration 74F: 3 clusters Score -2018368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -44840.378906 Penalty: 1481.504761
	Iteration 0F: 2 clusters Score -44840.38 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 201 members 
Entering Unmasked Estep 
Score: -43532.824219 Penalty: 2963.009521
	Iteration 0F: 3 clusters Score -43532.82 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43807.335938 Penalty: 2963.009521
	Iteration 1F: 3 clusters Score -43807.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43926.507812 Penalty: 2963.009521
	Iteration 2F: 3 clusters Score -43926.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -44130.675781 Penalty: 2963.009521
	Iteration 3F: 3 clusters Score -44130.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -44215.628906 Penalty: 2963.009521
	Iteration 4F: 3 clusters Score -44215.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -44243.390625 Penalty: 2963.009521
	Iteration 5Q: 3 clusters Score -44243.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -44255.269531 Penalty: 2963.009521
	Iteration 6Q: 3 clusters Score -44255.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -44264.078125 Penalty: 2963.009521
	Iteration 7Q: 3 clusters Score -44264.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -44264.078125 Penalty: 2963.009521
	Iteration 8F: 3 clusters Score -44264.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Entering Unmasked Estep 
Score: -1231088.625000 Penalty: 2264.883545
	Iteration 0F: 2 clusters Score -1231089 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 4694 members 
Entering Unmasked Estep 
Score: -1223854.375000 Penalty: 4529.767090
	Iteration 0F: 3 clusters Score -1223854 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1225971.750000 Penalty: 4529.767090
	Iteration 1F: 3 clusters Score -1225972 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1226405.250000 Penalty: 4529.767090
	Iteration 2F: 3 clusters Score -1226405 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1226800.500000 Penalty: 4529.767090
	Iteration 3F: 3 clusters Score -1226800 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1227092.250000 Penalty: 4529.767090
	Iteration 4Q: 3 clusters Score -1227092 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1227340.750000 Penalty: 4529.767090
	Iteration 5Q: 3 clusters Score -1227341 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1227581.375000 Penalty: 4529.767090
	Iteration 6Q: 3 clusters Score -1227581 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1227797.000000 Penalty: 4529.767090
	Iteration 7Q: 3 clusters Score -1227797 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1227997.500000 Penalty: 4529.767090
	Iteration 8Q: 3 clusters Score -1227998 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1228178.500000 Penalty: 4529.767090
	Iteration 9Q: 3 clusters Score -1228178 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1228371.125000 Penalty: 4529.767090
	Iteration 10Q: 3 clusters Score -1228371 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1228538.750000 Penalty: 4529.767090
	Iteration 11Q: 3 clusters Score -1228539 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1228681.125000 Penalty: 4529.767090
	Iteration 12Q: 3 clusters Score -1228681 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1228819.125000 Penalty: 4529.767090
	Iteration 13Q: 3 clusters Score -1228819 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1228927.750000 Penalty: 4529.767090
	Iteration 14Q: 3 clusters Score -1228928 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1229017.000000 Penalty: 4529.767090
	Iteration 15Q: 3 clusters Score -1229017 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1229070.000000 Penalty: 4529.767090
	Iteration 16Q: 3 clusters Score -1229070 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1229122.875000 Penalty: 4529.767090
	Iteration 17Q: 3 clusters Score -1229123 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1229152.250000 Penalty: 4529.767090
	Iteration 18Q: 3 clusters Score -1229152 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1229179.625000 Penalty: 4529.767090
	Iteration 19Q: 3 clusters Score -1229180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1229195.625000 Penalty: 4529.767090
	Iteration 20F: 3 clusters Score -1229196 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1229204.375000 Penalty: 4529.767090
	Iteration 21Q: 3 clusters Score -1229204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1229219.375000 Penalty: 4529.767090
	Iteration 22Q: 3 clusters Score -1229219 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1229223.750000 Penalty: 4529.767090
	Iteration 23Q: 3 clusters Score -1229224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1229232.250000 Penalty: 4529.767090
	Iteration 24Q: 3 clusters Score -1229232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1229239.625000 Penalty: 4529.767090
	Iteration 25Q: 3 clusters Score -1229240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1229250.250000 Penalty: 4529.767090
	Iteration 26Q: 3 clusters Score -1229250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1229254.125000 Penalty: 4529.767090
	Iteration 27Q: 3 clusters Score -1229254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1229255.000000 Penalty: 4529.767090
	Iteration 28Q: 3 clusters Score -1229255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1229263.875000 Penalty: 4529.767090
	Iteration 29Q: 3 clusters Score -1229264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1229264.750000 Penalty: 4529.767090
	Iteration 30Q: 3 clusters Score -1229265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1229264.875000 Penalty: 4529.767090
	Iteration 31Q: 3 clusters Score -1229265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1229271.500000 Penalty: 4529.767090
	Iteration 32Q: 3 clusters Score -1229272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1229274.375000 Penalty: 4529.767090
	Iteration 33Q: 3 clusters Score -1229274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1229281.000000 Penalty: 4529.767090
	Iteration 34Q: 3 clusters Score -1229281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1229279.625000 Penalty: 4529.767090
	Iteration 35Q: 3 clusters Score -1229280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1229283.750000 Penalty: 4529.767090
	Iteration 36Q: 3 clusters Score -1229284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1229293.000000 Penalty: 4529.767090
	Iteration 37Q: 3 clusters Score -1229293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1229297.625000 Penalty: 4529.767090
	Iteration 38Q: 3 clusters Score -1229298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1229307.625000 Penalty: 4529.767090
	Iteration 39Q: 3 clusters Score -1229308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1229317.750000 Penalty: 4529.767090
	Iteration 40F: 3 clusters Score -1229318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1229319.500000 Penalty: 4529.767090
	Iteration 41Q: 3 clusters Score -1229320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1229327.250000 Penalty: 4529.767090
	Iteration 42Q: 3 clusters Score -1229327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1229332.500000 Penalty: 4529.767090
	Iteration 43Q: 3 clusters Score -1229332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1229343.000000 Penalty: 4529.767090
	Iteration 44Q: 3 clusters Score -1229343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1229350.625000 Penalty: 4529.767090
	Iteration 45Q: 3 clusters Score -1229351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1229354.500000 Penalty: 4529.767090
	Iteration 46Q: 3 clusters Score -1229354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1229362.250000 Penalty: 4529.767090
	Iteration 47Q: 3 clusters Score -1229362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1229370.375000 Penalty: 4529.767090
	Iteration 48Q: 3 clusters Score -1229370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1229381.000000 Penalty: 4529.767090
	Iteration 49Q: 3 clusters Score -1229381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1229380.375000 Penalty: 4529.767090
	Iteration 50Q: 3 clusters Score -1229380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1229383.875000 Penalty: 4529.767090
	Iteration 51Q: 3 clusters Score -1229384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1229387.875000 Penalty: 4529.767090
	Iteration 52Q: 3 clusters Score -1229388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1229390.000000 Penalty: 4529.767090
	Iteration 53Q: 3 clusters Score -1229390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1229394.625000 Penalty: 4529.767090
	Iteration 54Q: 3 clusters Score -1229395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1229397.125000 Penalty: 4529.767090
	Iteration 55Q: 3 clusters Score -1229397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1229399.375000 Penalty: 4529.767090
	Iteration 56Q: 3 clusters Score -1229399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1229400.000000 Penalty: 4529.767090
	Iteration 57Q: 3 clusters Score -1229400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1229403.250000 Penalty: 4529.767090
	Iteration 58Q: 3 clusters Score -1229403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1229403.875000 Penalty: 4529.767090
	Iteration 59Q: 3 clusters Score -1229404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1229405.125000 Penalty: 4529.767090
	Iteration 60F: 3 clusters Score -1229405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1229408.500000 Penalty: 4529.767090
	Iteration 61Q: 3 clusters Score -1229408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1229410.875000 Penalty: 4529.767090
	Iteration 62Q: 3 clusters Score -1229411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1229411.625000 Penalty: 4529.767090
	Iteration 63Q: 3 clusters Score -1229412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1229414.500000 Penalty: 4529.767090
	Iteration 64Q: 3 clusters Score -1229414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1229415.875000 Penalty: 4529.767090
	Iteration 65Q: 3 clusters Score -1229416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1229417.125000 Penalty: 4529.767090
	Iteration 66Q: 3 clusters Score -1229417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1229419.500000 Penalty: 4529.767090
	Iteration 67Q: 3 clusters Score -1229420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1229420.000000 Penalty: 4529.767090
	Iteration 68Q: 3 clusters Score -1229420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1229424.375000 Penalty: 4529.767090
	Iteration 69Q: 3 clusters Score -1229424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1229426.250000 Penalty: 4529.767090
	Iteration 70Q: 3 clusters Score -1229426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1229427.375000 Penalty: 4529.767090
	Iteration 71Q: 3 clusters Score -1229427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1229430.000000 Penalty: 4529.767090
	Iteration 72Q: 3 clusters Score -1229430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1229429.000000 Penalty: 4529.767090
	Iteration 73Q: 3 clusters Score -1229429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1229430.125000 Penalty: 4529.767090
	Iteration 74Q: 3 clusters Score -1229430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1229432.125000 Penalty: 4529.767090
	Iteration 75Q: 3 clusters Score -1229432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1229433.625000 Penalty: 4529.767090
	Iteration 76Q: 3 clusters Score -1229434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1229434.625000 Penalty: 4529.767090
	Iteration 77Q: 3 clusters Score -1229435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1229433.750000 Penalty: 4529.767090
	Iteration 78Q: 3 clusters Score -1229434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1229436.125000 Penalty: 4529.767090
	Iteration 79Q: 3 clusters Score -1229436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1229434.875000 Penalty: 4529.767090
	Iteration 80F: 3 clusters Score -1229435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1229436.000000 Penalty: 4529.767090
	Iteration 81Q: 3 clusters Score -1229436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1229438.375000 Penalty: 4529.767090
	Iteration 82Q: 3 clusters Score -1229438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1229435.875000 Penalty: 4529.767090
	Iteration 83Q: 3 clusters Score -1229436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1229435.875000 Penalty: 4529.767090
	Iteration 84F: 3 clusters Score -1229436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Entering Unmasked Estep 
Score: -2639586.750000 Penalty: 2462.043457
	Iteration 0F: 2 clusters Score -2639587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2625153.000000 Penalty: 4924.086914
	Iteration 0F: 3 clusters Score -2625153 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2630055.000000 Penalty: 4924.086914
	Iteration 1F: 3 clusters Score -2630055 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2630684.250000 Penalty: 4924.086914
	Iteration 2F: 3 clusters Score -2630684 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2631402.250000 Penalty: 4924.086914
	Iteration 3F: 3 clusters Score -2631402 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2632214.000000 Penalty: 4924.086914
	Iteration 4F: 3 clusters Score -2632214 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2633125.500000 Penalty: 4924.086914
	Iteration 5F: 3 clusters Score -2633126 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2634165.000000 Penalty: 4924.086914
	Iteration 6F: 3 clusters Score -2634165 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2635022.500000 Penalty: 4924.086914
	Iteration 7F: 3 clusters Score -2635022 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2635643.250000 Penalty: 4924.086914
	Iteration 8Q: 3 clusters Score -2635643 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2636112.250000 Penalty: 4924.086914
	Iteration 9Q: 3 clusters Score -2636112 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2636510.000000 Penalty: 4924.086914
	Iteration 10Q: 3 clusters Score -2636510 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2636745.750000 Penalty: 4924.086914
	Iteration 11Q: 3 clusters Score -2636746 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2636934.500000 Penalty: 4924.086914
	Iteration 12Q: 3 clusters Score -2636934 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2637063.750000 Penalty: 4924.086914
	Iteration 13Q: 3 clusters Score -2637064 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2637160.000000 Penalty: 4924.086914
	Iteration 14Q: 3 clusters Score -2637160 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2637257.250000 Penalty: 4924.086914
	Iteration 15Q: 3 clusters Score -2637257 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2637333.250000 Penalty: 4924.086914
	Iteration 16Q: 3 clusters Score -2637333 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2637399.500000 Penalty: 4924.086914
	Iteration 17Q: 3 clusters Score -2637400 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2637473.000000 Penalty: 4924.086914
	Iteration 18Q: 3 clusters Score -2637473 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2637546.000000 Penalty: 4924.086914
	Iteration 19Q: 3 clusters Score -2637546 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2637622.500000 Penalty: 4924.086914
	Iteration 20F: 3 clusters Score -2637622 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2637694.250000 Penalty: 4924.086914
	Iteration 21Q: 3 clusters Score -2637694 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2637774.250000 Penalty: 4924.086914
	Iteration 22Q: 3 clusters Score -2637774 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2637851.250000 Penalty: 4924.086914
	Iteration 23Q: 3 clusters Score -2637851 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2637940.250000 Penalty: 4924.086914
	Iteration 24Q: 3 clusters Score -2637940 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2638014.750000 Penalty: 4924.086914
	Iteration 25Q: 3 clusters Score -2638015 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2638090.750000 Penalty: 4924.086914
	Iteration 26Q: 3 clusters Score -2638091 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2638170.750000 Penalty: 4924.086914
	Iteration 27Q: 3 clusters Score -2638171 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2638247.000000 Penalty: 4924.086914
	Iteration 28Q: 3 clusters Score -2638247 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2638321.000000 Penalty: 4924.086914
	Iteration 29Q: 3 clusters Score -2638321 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2638382.250000 Penalty: 4924.086914
	Iteration 30Q: 3 clusters Score -2638382 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2638425.250000 Penalty: 4924.086914
	Iteration 31Q: 3 clusters Score -2638425 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2638481.250000 Penalty: 4924.086914
	Iteration 32Q: 3 clusters Score -2638481 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2638519.500000 Penalty: 4924.086914
	Iteration 33Q: 3 clusters Score -2638520 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2638557.500000 Penalty: 4924.086914
	Iteration 34Q: 3 clusters Score -2638558 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2638584.250000 Penalty: 4924.086914
	Iteration 35Q: 3 clusters Score -2638584 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2638620.250000 Penalty: 4924.086914
	Iteration 36Q: 3 clusters Score -2638620 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2638648.500000 Penalty: 4924.086914
	Iteration 37Q: 3 clusters Score -2638648 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2638676.750000 Penalty: 4924.086914
	Iteration 38Q: 3 clusters Score -2638677 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2638707.750000 Penalty: 4924.086914
	Iteration 39Q: 3 clusters Score -2638708 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2638722.750000 Penalty: 4924.086914
	Iteration 40F: 3 clusters Score -2638723 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2638736.250000 Penalty: 4924.086914
	Iteration 41Q: 3 clusters Score -2638736 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2638761.500000 Penalty: 4924.086914
	Iteration 42Q: 3 clusters Score -2638762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2638780.750000 Penalty: 4924.086914
	Iteration 43Q: 3 clusters Score -2638781 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2638792.750000 Penalty: 4924.086914
	Iteration 44Q: 3 clusters Score -2638793 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2638815.250000 Penalty: 4924.086914
	Iteration 45Q: 3 clusters Score -2638815 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2638839.000000 Penalty: 4924.086914
	Iteration 46Q: 3 clusters Score -2638839 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2638852.750000 Penalty: 4924.086914
	Iteration 47Q: 3 clusters Score -2638853 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2638865.250000 Penalty: 4924.086914
	Iteration 48Q: 3 clusters Score -2638865 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2638872.500000 Penalty: 4924.086914
	Iteration 49Q: 3 clusters Score -2638872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2638877.250000 Penalty: 4924.086914
	Iteration 50Q: 3 clusters Score -2638877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2638876.250000 Penalty: 4924.086914
	Iteration 51Q: 3 clusters Score -2638876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2638878.000000 Penalty: 4924.086914
	Iteration 52Q: 3 clusters Score -2638878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2638886.250000 Penalty: 4924.086914
	Iteration 53Q: 3 clusters Score -2638886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2638888.000000 Penalty: 4924.086914
	Iteration 54Q: 3 clusters Score -2638888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2638887.500000 Penalty: 4924.086914
	Iteration 55Q: 3 clusters Score -2638888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2638883.250000 Penalty: 4924.086914
	Iteration 56Q: 3 clusters Score -2638883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2638884.250000 Penalty: 4924.086914
	Iteration 57Q: 3 clusters Score -2638884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2638889.000000 Penalty: 4924.086914
	Iteration 58Q: 3 clusters Score -2638889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2638890.000000 Penalty: 4924.086914
	Iteration 59Q: 3 clusters Score -2638890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2638892.250000 Penalty: 4924.086914
	Iteration 60F: 3 clusters Score -2638892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2638890.250000 Penalty: 4924.086914
	Iteration 61Q: 3 clusters Score -2638890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2638890.000000 Penalty: 4924.086914
	Iteration 62Q: 3 clusters Score -2638890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2638892.250000 Penalty: 4924.086914
	Iteration 63Q: 3 clusters Score -2638892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2638891.750000 Penalty: 4924.086914
	Iteration 64Q: 3 clusters Score -2638892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2638892.750000 Penalty: 4924.086914
	Iteration 65Q: 3 clusters Score -2638893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2638890.750000 Penalty: 4924.086914
	Iteration 66Q: 3 clusters Score -2638891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2638892.250000 Penalty: 4924.086914
	Iteration 67Q: 3 clusters Score -2638892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2638897.500000 Penalty: 4924.086914
	Iteration 68Q: 3 clusters Score -2638898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2638897.000000 Penalty: 4924.086914
	Iteration 69Q: 3 clusters Score -2638897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2638896.750000 Penalty: 4924.086914
	Iteration 70Q: 3 clusters Score -2638897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2638894.500000 Penalty: 4924.086914
	Iteration 71Q: 3 clusters Score -2638894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2638894.500000 Penalty: 4924.086914
	Iteration 72F: 3 clusters Score -2638894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -192514.843750 Penalty: 1849.916016
	Iteration 0F: 2 clusters Score -192514.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -190114.328125 Penalty: 3699.832031
	Iteration 0F: 3 clusters Score -190114.3 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -190683.281250 Penalty: 3699.832031
	Iteration 1F: 3 clusters Score -190683.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -190927.265625 Penalty: 3699.832031
	Iteration 2F: 3 clusters Score -190927.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -191098.921875 Penalty: 3699.832031
	Iteration 3F: 3 clusters Score -191098.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -191246.953125 Penalty: 3699.832031
	Iteration 4F: 3 clusters Score -191247 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -191315.875000 Penalty: 3699.832031
	Iteration 5Q: 3 clusters Score -191315.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -191353.187500 Penalty: 3699.832031
	Iteration 6Q: 3 clusters Score -191353.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -191366.296875 Penalty: 3699.832031
	Iteration 7Q: 3 clusters Score -191366.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -191379.781250 Penalty: 3699.832031
	Iteration 8Q: 3 clusters Score -191379.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -191395.000000 Penalty: 3699.832031
	Iteration 9Q: 3 clusters Score -191395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -191407.406250 Penalty: 3699.832031
	Iteration 10Q: 3 clusters Score -191407.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -191417.906250 Penalty: 3699.832031
	Iteration 11Q: 3 clusters Score -191417.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -191428.890625 Penalty: 3699.832031
	Iteration 12Q: 3 clusters Score -191428.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -191440.781250 Penalty: 3699.832031
	Iteration 13Q: 3 clusters Score -191440.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -191450.437500 Penalty: 3699.832031
	Iteration 14Q: 3 clusters Score -191450.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -191468.625000 Penalty: 3699.832031
	Iteration 15Q: 3 clusters Score -191468.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -191474.218750 Penalty: 3699.832031
	Iteration 16Q: 3 clusters Score -191474.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -191482.406250 Penalty: 3699.832031
	Iteration 17Q: 3 clusters Score -191482.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -191495.781250 Penalty: 3699.832031
	Iteration 18Q: 3 clusters Score -191495.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -191505.484375 Penalty: 3699.832031
	Iteration 19Q: 3 clusters Score -191505.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -191511.750000 Penalty: 3699.832031
	Iteration 20F: 3 clusters Score -191511.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -191516.312500 Penalty: 3699.832031
	Iteration 21Q: 3 clusters Score -191516.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -191523.062500 Penalty: 3699.832031
	Iteration 22Q: 3 clusters Score -191523.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -191529.250000 Penalty: 3699.832031
	Iteration 23Q: 3 clusters Score -191529.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -191535.781250 Penalty: 3699.832031
	Iteration 24Q: 3 clusters Score -191535.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -191538.515625 Penalty: 3699.832031
	Iteration 25Q: 3 clusters Score -191538.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -191545.234375 Penalty: 3699.832031
	Iteration 26Q: 3 clusters Score -191545.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -191550.859375 Penalty: 3699.832031
	Iteration 27Q: 3 clusters Score -191550.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -191553.218750 Penalty: 3699.832031
	Iteration 28Q: 3 clusters Score -191553.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -191555.890625 Penalty: 3699.832031
	Iteration 29Q: 3 clusters Score -191555.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -191561.906250 Penalty: 3699.832031
	Iteration 30Q: 3 clusters Score -191561.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -191568.859375 Penalty: 3699.832031
	Iteration 31Q: 3 clusters Score -191568.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -191575.171875 Penalty: 3699.832031
	Iteration 32Q: 3 clusters Score -191575.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -191578.531250 Penalty: 3699.832031
	Iteration 33Q: 3 clusters Score -191578.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -191583.312500 Penalty: 3699.832031
	Iteration 34Q: 3 clusters Score -191583.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -191591.203125 Penalty: 3699.832031
	Iteration 35Q: 3 clusters Score -191591.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -191599.812500 Penalty: 3699.832031
	Iteration 36Q: 3 clusters Score -191599.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -191610.875000 Penalty: 3699.832031
	Iteration 37Q: 3 clusters Score -191610.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -191620.968750 Penalty: 3699.832031
	Iteration 38Q: 3 clusters Score -191621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -191631.156250 Penalty: 3699.832031
	Iteration 39Q: 3 clusters Score -191631.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -191642.859375 Penalty: 3699.832031
	Iteration 40F: 3 clusters Score -191642.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -191653.203125 Penalty: 3699.832031
	Iteration 41Q: 3 clusters Score -191653.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -191657.609375 Penalty: 3699.832031
	Iteration 42Q: 3 clusters Score -191657.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -191660.593750 Penalty: 3699.832031
	Iteration 43Q: 3 clusters Score -191660.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -191662.718750 Penalty: 3699.832031
	Iteration 44Q: 3 clusters Score -191662.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -191664.484375 Penalty: 3699.832031
	Iteration 45Q: 3 clusters Score -191664.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -191667.937500 Penalty: 3699.832031
	Iteration 46Q: 3 clusters Score -191667.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -191668.781250 Penalty: 3699.832031
	Iteration 47Q: 3 clusters Score -191668.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -191668.781250 Penalty: 3699.832031
	Iteration 48F: 3 clusters Score -191668.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Entering Unmasked Estep 
Score: -640349.125000 Penalty: 2125.447998
	Iteration 0F: 2 clusters Score -640349.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -635675.437500 Penalty: 4250.895996
	Iteration 0F: 3 clusters Score -635675.4 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -637242.312500 Penalty: 4250.895996
	Iteration 1F: 3 clusters Score -637242.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -637703.375000 Penalty: 4250.895996
	Iteration 2F: 3 clusters Score -637703.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -638006.125000 Penalty: 4250.895996
	Iteration 3F: 3 clusters Score -638006.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -638239.312500 Penalty: 4250.895996
	Iteration 4F: 3 clusters Score -638239.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -638410.312500 Penalty: 4250.895996
	Iteration 5Q: 3 clusters Score -638410.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -638528.562500 Penalty: 4250.895996
	Iteration 6Q: 3 clusters Score -638528.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -638636.375000 Penalty: 4250.895996
	Iteration 7Q: 3 clusters Score -638636.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -638714.687500 Penalty: 4250.895996
	Iteration 8Q: 3 clusters Score -638714.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -638774.312500 Penalty: 4250.895996
	Iteration 9Q: 3 clusters Score -638774.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -638808.625000 Penalty: 4250.895996
	Iteration 10Q: 3 clusters Score -638808.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -638837.687500 Penalty: 4250.895996
	Iteration 11Q: 3 clusters Score -638837.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -638854.812500 Penalty: 4250.895996
	Iteration 12Q: 3 clusters Score -638854.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -638862.312500 Penalty: 4250.895996
	Iteration 13Q: 3 clusters Score -638862.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -638871.375000 Penalty: 4250.895996
	Iteration 14Q: 3 clusters Score -638871.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -638880.625000 Penalty: 4250.895996
	Iteration 15Q: 3 clusters Score -638880.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -638890.000000 Penalty: 4250.895996
	Iteration 16Q: 3 clusters Score -638890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -638898.750000 Penalty: 4250.895996
	Iteration 17Q: 3 clusters Score -638898.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -638899.937500 Penalty: 4250.895996
	Iteration 18Q: 3 clusters Score -638899.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -638902.812500 Penalty: 4250.895996
	Iteration 19Q: 3 clusters Score -638902.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -638907.062500 Penalty: 4250.895996
	Iteration 20F: 3 clusters Score -638907.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -638908.000000 Penalty: 4250.895996
	Iteration 21Q: 3 clusters Score -638908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -638910.312500 Penalty: 4250.895996
	Iteration 22Q: 3 clusters Score -638910.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -638913.687500 Penalty: 4250.895996
	Iteration 23Q: 3 clusters Score -638913.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -638914.937500 Penalty: 4250.895996
	Iteration 24Q: 3 clusters Score -638914.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -638917.875000 Penalty: 4250.895996
	Iteration 25Q: 3 clusters Score -638917.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -638920.875000 Penalty: 4250.895996
	Iteration 26Q: 3 clusters Score -638920.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -638925.437500 Penalty: 4250.895996
	Iteration 27Q: 3 clusters Score -638925.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -638926.750000 Penalty: 4250.895996
	Iteration 28Q: 3 clusters Score -638926.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -638927.562500 Penalty: 4250.895996
	Iteration 29Q: 3 clusters Score -638927.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -638930.375000 Penalty: 4250.895996
	Iteration 30Q: 3 clusters Score -638930.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -638931.750000 Penalty: 4250.895996
	Iteration 31Q: 3 clusters Score -638931.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -638933.437500 Penalty: 4250.895996
	Iteration 32Q: 3 clusters Score -638933.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -638933.812500 Penalty: 4250.895996
	Iteration 33Q: 3 clusters Score -638933.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -638935.187500 Penalty: 4250.895996
	Iteration 34Q: 3 clusters Score -638935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -638936.125000 Penalty: 4250.895996
	Iteration 35Q: 3 clusters Score -638936.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -638936.187500 Penalty: 4250.895996
	Iteration 36Q: 3 clusters Score -638936.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -638936.187500 Penalty: 4250.895996
	Iteration 37F: 3 clusters Score -638936.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -85010.140625 Penalty: 1613.434448
	Iteration 0F: 2 clusters Score -85010.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83340.414062 Penalty: 3226.868896
	Iteration 0F: 3 clusters Score -83340.41 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -83522.234375 Penalty: 3226.868896
	Iteration 1F: 3 clusters Score -83522.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -83584.914062 Penalty: 3226.868896
	Iteration 2Q: 3 clusters Score -83584.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83621.640625 Penalty: 3226.868896
	Iteration 3Q: 3 clusters Score -83621.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83639.765625 Penalty: 3226.868896
	Iteration 4Q: 3 clusters Score -83639.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83648.945312 Penalty: 3226.868896
	Iteration 5Q: 3 clusters Score -83648.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -83653.953125 Penalty: 3226.868896
	Iteration 6Q: 3 clusters Score -83653.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -83658.343750 Penalty: 3226.868896
	Iteration 7Q: 3 clusters Score -83658.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -83658.343750 Penalty: 3226.868896
	Iteration 8F: 3 clusters Score -83658.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Entering Unmasked Estep 
Score: -941875.812500 Penalty: 2206.455566
	Iteration 0F: 2 clusters Score -941875.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -935867.375000 Penalty: 4412.911133
	Iteration 0F: 3 clusters Score -935867.4 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -937397.875000 Penalty: 4412.911133
	Iteration 1F: 3 clusters Score -937397.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -937700.375000 Penalty: 4412.911133
	Iteration 2F: 3 clusters Score -937700.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -937943.125000 Penalty: 4412.911133
	Iteration 3F: 3 clusters Score -937943.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -938124.750000 Penalty: 4412.911133
	Iteration 4Q: 3 clusters Score -938124.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -938229.687500 Penalty: 4412.911133
	Iteration 5Q: 3 clusters Score -938229.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -938323.812500 Penalty: 4412.911133
	Iteration 6Q: 3 clusters Score -938323.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -938406.937500 Penalty: 4412.911133
	Iteration 7Q: 3 clusters Score -938406.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -938489.812500 Penalty: 4412.911133
	Iteration 8Q: 3 clusters Score -938489.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -938564.625000 Penalty: 4412.911133
	Iteration 9Q: 3 clusters Score -938564.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -938643.812500 Penalty: 4412.911133
	Iteration 10Q: 3 clusters Score -938643.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -938720.000000 Penalty: 4412.911133
	Iteration 11Q: 3 clusters Score -938720 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -938794.687500 Penalty: 4412.911133
	Iteration 12Q: 3 clusters Score -938794.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -938869.750000 Penalty: 4412.911133
	Iteration 13Q: 3 clusters Score -938869.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -938960.062500 Penalty: 4412.911133
	Iteration 14Q: 3 clusters Score -938960.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -939040.687500 Penalty: 4412.911133
	Iteration 15Q: 3 clusters Score -939040.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -939133.875000 Penalty: 4412.911133
	Iteration 16Q: 3 clusters Score -939133.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -939234.312500 Penalty: 4412.911133
	Iteration 17Q: 3 clusters Score -939234.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -939334.375000 Penalty: 4412.911133
	Iteration 18Q: 3 clusters Score -939334.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -939426.625000 Penalty: 4412.911133
	Iteration 19Q: 3 clusters Score -939426.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -939522.375000 Penalty: 4412.911133
	Iteration 20F: 3 clusters Score -939522.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -939599.687500 Penalty: 4412.911133
	Iteration 21Q: 3 clusters Score -939599.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -939672.562500 Penalty: 4412.911133
	Iteration 22Q: 3 clusters Score -939672.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -939734.562500 Penalty: 4412.911133
	Iteration 23Q: 3 clusters Score -939734.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -939793.312500 Penalty: 4412.911133
	Iteration 24Q: 3 clusters Score -939793.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -939850.375000 Penalty: 4412.911133
	Iteration 25Q: 3 clusters Score -939850.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -939905.937500 Penalty: 4412.911133
	Iteration 26Q: 3 clusters Score -939905.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -939944.500000 Penalty: 4412.911133
	Iteration 27Q: 3 clusters Score -939944.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -939976.375000 Penalty: 4412.911133
	Iteration 28Q: 3 clusters Score -939976.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -940004.125000 Penalty: 4412.911133
	Iteration 29Q: 3 clusters Score -940004.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -940023.125000 Penalty: 4412.911133
	Iteration 30Q: 3 clusters Score -940023.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -940040.562500 Penalty: 4412.911133
	Iteration 31Q: 3 clusters Score -940040.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -940053.750000 Penalty: 4412.911133
	Iteration 32Q: 3 clusters Score -940053.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -940067.812500 Penalty: 4412.911133
	Iteration 33Q: 3 clusters Score -940067.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -940083.312500 Penalty: 4412.911133
	Iteration 34Q: 3 clusters Score -940083.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -940099.437500 Penalty: 4412.911133
	Iteration 35Q: 3 clusters Score -940099.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -940111.812500 Penalty: 4412.911133
	Iteration 36Q: 3 clusters Score -940111.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -940122.687500 Penalty: 4412.911133
	Iteration 37Q: 3 clusters Score -940122.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -940131.062500 Penalty: 4412.911133
	Iteration 38Q: 3 clusters Score -940131.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -940133.312500 Penalty: 4412.911133
	Iteration 39Q: 3 clusters Score -940133.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -940138.500000 Penalty: 4412.911133
	Iteration 40F: 3 clusters Score -940138.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -940143.687500 Penalty: 4412.911133
	Iteration 41Q: 3 clusters Score -940143.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -940149.812500 Penalty: 4412.911133
	Iteration 42Q: 3 clusters Score -940149.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -940152.937500 Penalty: 4412.911133
	Iteration 43Q: 3 clusters Score -940152.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -940163.687500 Penalty: 4412.911133
	Iteration 44Q: 3 clusters Score -940163.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -940170.000000 Penalty: 4412.911133
	Iteration 45Q: 3 clusters Score -940170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -940170.875000 Penalty: 4412.911133
	Iteration 46Q: 3 clusters Score -940170.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -940176.750000 Penalty: 4412.911133
	Iteration 47Q: 3 clusters Score -940176.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -940179.687500 Penalty: 4412.911133
	Iteration 48Q: 3 clusters Score -940179.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -940181.375000 Penalty: 4412.911133
	Iteration 49Q: 3 clusters Score -940181.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -940185.500000 Penalty: 4412.911133
	Iteration 50Q: 3 clusters Score -940185.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -940190.750000 Penalty: 4412.911133
	Iteration 51Q: 3 clusters Score -940190.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -940194.125000 Penalty: 4412.911133
	Iteration 52Q: 3 clusters Score -940194.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -940196.750000 Penalty: 4412.911133
	Iteration 53Q: 3 clusters Score -940196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -940198.062500 Penalty: 4412.911133
	Iteration 54Q: 3 clusters Score -940198.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -940200.250000 Penalty: 4412.911133
	Iteration 55Q: 3 clusters Score -940200.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -940201.125000 Penalty: 4412.911133
	Iteration 56Q: 3 clusters Score -940201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -940201.500000 Penalty: 4412.911133
	Iteration 57Q: 3 clusters Score -940201.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -940202.375000 Penalty: 4412.911133
	Iteration 58Q: 3 clusters Score -940202.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -940206.062500 Penalty: 4412.911133
	Iteration 59Q: 3 clusters Score -940206.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -940208.250000 Penalty: 4412.911133
	Iteration 60F: 3 clusters Score -940208.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -940210.500000 Penalty: 4412.911133
	Iteration 61Q: 3 clusters Score -940210.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -940210.812500 Penalty: 4412.911133
	Iteration 62Q: 3 clusters Score -940210.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -940212.875000 Penalty: 4412.911133
	Iteration 63Q: 3 clusters Score -940212.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -940211.812500 Penalty: 4412.911133
	Iteration 64Q: 3 clusters Score -940211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -940213.000000 Penalty: 4412.911133
	Iteration 65Q: 3 clusters Score -940213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -940212.750000 Penalty: 4412.911133
	Iteration 66Q: 3 clusters Score -940212.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -940212.750000 Penalty: 4412.911133
	Iteration 67F: 3 clusters Score -940212.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5689 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 9629 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 46478 members 
Mstep: Class 7 contains 86088 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26685 members 
Mstep: Class 12 contains 165703 members 
Mstep: Class 13 contains 3864 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10244 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 37966 members 
Mstep: Class 18 contains 16426 members 
Mstep: Class 19 contains 18163 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16846 members 
Mstep: Class 22 contains 37739 members 
Mstep: Class 23 contains 3716 members 
Mstep: Class 24 contains 158177 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 15319 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 9252 members 
Mstep: Class 30 contains 20488 members 
Mstep: Class 31 contains 1736 members 
Mstep: Class 32 contains 5273 members 
Mstep: Class 33 contains 669 members 
Mstep: Class 34 contains 7310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921272.000000 Penalty: 114218.242188
Iteration 119Q: 35 clusters Score -1.009213e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5692 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 9631 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 46478 members 
Mstep: Class 7 contains 86079 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26685 members 
Mstep: Class 12 contains 165699 members 
Mstep: Class 13 contains 3864 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10244 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 37971 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18160 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16846 members 
Mstep: Class 22 contains 37739 members 
Mstep: Class 23 contains 3717 members 
Mstep: Class 24 contains 158177 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4821 members 
Mstep: Class 27 contains 15318 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 9252 members 
Mstep: Class 30 contains 20487 members 
Mstep: Class 31 contains 1737 members 
Mstep: Class 32 contains 5273 members 
Mstep: Class 33 contains 669 members 
Mstep: Class 34 contains 7319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921280.000000 Penalty: 114218.242188
Iteration 120F: 35 clusters Score -1.009213e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 9634 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 46479 members 
Mstep: Class 7 contains 86078 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26685 members 
Mstep: Class 12 contains 165696 members 
Mstep: Class 13 contains 3864 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10244 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 37977 members 
Mstep: Class 18 contains 16424 members 
Mstep: Class 19 contains 18155 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16846 members 
Mstep: Class 22 contains 37739 members 
Mstep: Class 23 contains 3718 members 
Mstep: Class 24 contains 158176 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4818 members 
Mstep: Class 27 contains 15315 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9252 members 
Mstep: Class 30 contains 20487 members 
Mstep: Class 31 contains 1739 members 
Mstep: Class 32 contains 5273 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921368.000000 Penalty: 114218.242188
Iteration 121Q: 35 clusters Score -1.009214e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 9636 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 46479 members 
Mstep: Class 7 contains 86072 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26685 members 
Mstep: Class 12 contains 165695 members 
Mstep: Class 13 contains 3863 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10244 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 37975 members 
Mstep: Class 18 contains 16424 members 
Mstep: Class 19 contains 18152 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16846 members 
Mstep: Class 22 contains 37739 members 
Mstep: Class 23 contains 3720 members 
Mstep: Class 24 contains 158177 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4815 members 
Mstep: Class 27 contains 15313 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9251 members 
Mstep: Class 30 contains 20486 members 
Mstep: Class 31 contains 1739 members 
Mstep: Class 32 contains 5272 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921400.000000 Penalty: 114218.242188
Iteration 122Q: 35 clusters Score -1.009214e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 9635 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 46476 members 
Mstep: Class 7 contains 86063 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26685 members 
Mstep: Class 12 contains 165694 members 
Mstep: Class 13 contains 3862 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10244 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 37976 members 
Mstep: Class 18 contains 16424 members 
Mstep: Class 19 contains 18152 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16846 members 
Mstep: Class 22 contains 37739 members 
Mstep: Class 23 contains 3723 members 
Mstep: Class 24 contains 158177 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4809 members 
Mstep: Class 27 contains 15311 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9251 members 
Mstep: Class 30 contains 20486 members 
Mstep: Class 31 contains 1739 members 
Mstep: Class 32 contains 5270 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921368.000000 Penalty: 114218.242188
Iteration 123Q: 35 clusters Score -1.009214e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 9636 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 46474 members 
Mstep: Class 7 contains 86057 members 
Mstep: Class 8 contains 12437 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26686 members 
Mstep: Class 12 contains 165694 members 
Mstep: Class 13 contains 3861 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10244 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 37976 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18148 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16846 members 
Mstep: Class 22 contains 37739 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 158173 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4798 members 
Mstep: Class 27 contains 15309 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9251 members 
Mstep: Class 30 contains 20485 members 
Mstep: Class 31 contains 1743 members 
Mstep: Class 32 contains 5271 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921416.000000 Penalty: 114218.242188
Iteration 124Q: 35 clusters Score -1.009214e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 21111 members 
Mstep: Class 4 contains 9638 members 
Mstep: Class 5 contains 9581 members 
Mstep: Class 6 contains 46474 members 
Mstep: Class 7 contains 86053 members 
Mstep: Class 8 contains 12437 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26685 members 
Mstep: Class 12 contains 165695 members 
Mstep: Class 13 contains 3861 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10244 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 37975 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18143 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16846 members 
Mstep: Class 22 contains 37739 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 158173 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4793 members 
Mstep: Class 27 contains 15307 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9252 members 
Mstep: Class 30 contains 20484 members 
Mstep: Class 31 contains 1747 members 
Mstep: Class 32 contains 5270 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921472.000000 Penalty: 114218.242188
Iteration 125Q: 35 clusters Score -1.009215e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 9642 members 
Mstep: Class 5 contains 9582 members 
Mstep: Class 6 contains 46472 members 
Mstep: Class 7 contains 86046 members 
Mstep: Class 8 contains 12437 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26686 members 
Mstep: Class 12 contains 165693 members 
Mstep: Class 13 contains 3859 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10244 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 37971 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18137 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16846 members 
Mstep: Class 22 contains 37739 members 
Mstep: Class 23 contains 3724 members 
Mstep: Class 24 contains 158175 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4794 members 
Mstep: Class 27 contains 15305 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9253 members 
Mstep: Class 30 contains 20484 members 
Mstep: Class 31 contains 1746 members 
Mstep: Class 32 contains 5269 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921504.000000 Penalty: 114218.242188
Iteration 126Q: 35 clusters Score -1.009215e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 9646 members 
Mstep: Class 5 contains 9582 members 
Mstep: Class 6 contains 46472 members 
Mstep: Class 7 contains 86039 members 
Mstep: Class 8 contains 12437 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26687 members 
Mstep: Class 12 contains 165691 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10244 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 37964 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18132 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16846 members 
Mstep: Class 22 contains 37741 members 
Mstep: Class 23 contains 3725 members 
Mstep: Class 24 contains 158174 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4797 members 
Mstep: Class 27 contains 15304 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9254 members 
Mstep: Class 30 contains 20484 members 
Mstep: Class 31 contains 1748 members 
Mstep: Class 32 contains 5269 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921576.000000 Penalty: 114218.242188
Iteration 127Q: 35 clusters Score -1.009216e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5690 members 
Mstep: Class 3 contains 21111 members 
Mstep: Class 4 contains 9649 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 46473 members 
Mstep: Class 7 contains 86031 members 
Mstep: Class 8 contains 12437 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26687 members 
Mstep: Class 12 contains 165689 members 
Mstep: Class 13 contains 3859 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10244 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 37961 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18129 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37741 members 
Mstep: Class 23 contains 3726 members 
Mstep: Class 24 contains 158173 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4795 members 
Mstep: Class 27 contains 15302 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9255 members 
Mstep: Class 30 contains 20483 members 
Mstep: Class 31 contains 1748 members 
Mstep: Class 32 contains 5269 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921560.000000 Penalty: 114218.242188
Iteration 128Q: 35 clusters Score -1.009216e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5692 members 
Mstep: Class 3 contains 21111 members 
Mstep: Class 4 contains 9650 members 
Mstep: Class 5 contains 9586 members 
Mstep: Class 6 contains 46473 members 
Mstep: Class 7 contains 86023 members 
Mstep: Class 8 contains 12437 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26688 members 
Mstep: Class 12 contains 165688 members 
Mstep: Class 13 contains 3861 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10244 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 37957 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18127 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37741 members 
Mstep: Class 23 contains 3726 members 
Mstep: Class 24 contains 158173 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 15301 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9255 members 
Mstep: Class 30 contains 20483 members 
Mstep: Class 31 contains 1748 members 
Mstep: Class 32 contains 5269 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921504.000000 Penalty: 114218.242188
Iteration 129Q: 35 clusters Score -1.009215e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 21111 members 
Mstep: Class 4 contains 9654 members 
Mstep: Class 5 contains 9586 members 
Mstep: Class 6 contains 46473 members 
Mstep: Class 7 contains 86014 members 
Mstep: Class 8 contains 12437 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26687 members 
Mstep: Class 12 contains 165687 members 
Mstep: Class 13 contains 3861 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10245 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 37957 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18126 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37740 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 158172 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4788 members 
Mstep: Class 27 contains 15299 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9255 members 
Mstep: Class 30 contains 20484 members 
Mstep: Class 31 contains 1748 members 
Mstep: Class 32 contains 5269 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921528.000000 Penalty: 114218.242188
Iteration 130Q: 35 clusters Score -1.009215e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5697 members 
Mstep: Class 3 contains 21109 members 
Mstep: Class 4 contains 9654 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 46473 members 
Mstep: Class 7 contains 86013 members 
Mstep: Class 8 contains 12437 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26690 members 
Mstep: Class 12 contains 165684 members 
Mstep: Class 13 contains 3860 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10244 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 37960 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18123 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37739 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 158171 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4787 members 
Mstep: Class 27 contains 15298 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9257 members 
Mstep: Class 30 contains 20484 members 
Mstep: Class 31 contains 1747 members 
Mstep: Class 32 contains 5269 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921496.000000 Penalty: 114218.242188
Iteration 131Q: 35 clusters Score -1.009215e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5697 members 
Mstep: Class 3 contains 21108 members 
Mstep: Class 4 contains 9654 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 46473 members 
Mstep: Class 7 contains 86011 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1643 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26690 members 
Mstep: Class 12 contains 165684 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10243 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 37960 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18122 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37739 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 158171 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4787 members 
Mstep: Class 27 contains 15298 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9258 members 
Mstep: Class 30 contains 20483 members 
Mstep: Class 31 contains 1748 members 
Mstep: Class 32 contains 5269 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921456.000000 Penalty: 114218.242188
Iteration 132Q: 35 clusters Score -1.009215e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5697 members 
Mstep: Class 3 contains 21107 members 
Mstep: Class 4 contains 9656 members 
Mstep: Class 5 contains 9582 members 
Mstep: Class 6 contains 46473 members 
Mstep: Class 7 contains 86007 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1644 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26689 members 
Mstep: Class 12 contains 165685 members 
Mstep: Class 13 contains 3859 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10243 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 37959 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18121 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37739 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 158174 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4787 members 
Mstep: Class 27 contains 15297 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9258 members 
Mstep: Class 30 contains 20480 members 
Mstep: Class 31 contains 1747 members 
Mstep: Class 32 contains 5269 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921512.000000 Penalty: 114218.242188
Iteration 133Q: 35 clusters Score -1.009215e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5697 members 
Mstep: Class 3 contains 21105 members 
Mstep: Class 4 contains 9659 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 46473 members 
Mstep: Class 7 contains 86005 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1644 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26688 members 
Mstep: Class 12 contains 165685 members 
Mstep: Class 13 contains 3859 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10243 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 37957 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18119 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37739 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 158175 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 15295 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9258 members 
Mstep: Class 30 contains 20479 members 
Mstep: Class 31 contains 1747 members 
Mstep: Class 32 contains 5269 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921488.000000 Penalty: 114218.242188
Iteration 134Q: 35 clusters Score -1.009215e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 21105 members 
Mstep: Class 4 contains 9664 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 46473 members 
Mstep: Class 7 contains 86005 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1644 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26690 members 
Mstep: Class 12 contains 165686 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10243 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 37958 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18118 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37739 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 158175 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 15291 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9258 members 
Mstep: Class 30 contains 20480 members 
Mstep: Class 31 contains 1747 members 
Mstep: Class 32 contains 5269 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921456.000000 Penalty: 114218.242188
Iteration 135Q: 35 clusters Score -1.009215e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 21104 members 
Mstep: Class 4 contains 9666 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 46472 members 
Mstep: Class 7 contains 86006 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1644 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26691 members 
Mstep: Class 12 contains 165685 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10243 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 37962 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18117 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37740 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 158174 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4778 members 
Mstep: Class 27 contains 15287 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9258 members 
Mstep: Class 30 contains 20481 members 
Mstep: Class 31 contains 1747 members 
Mstep: Class 32 contains 5269 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921496.000000 Penalty: 114218.242188
Iteration 136Q: 35 clusters Score -1.009215e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 21103 members 
Mstep: Class 4 contains 9669 members 
Mstep: Class 5 contains 9584 members 
Mstep: Class 6 contains 46472 members 
Mstep: Class 7 contains 86005 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1644 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26690 members 
Mstep: Class 12 contains 165685 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10243 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 37964 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18117 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37740 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 158172 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 15285 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9258 members 
Mstep: Class 30 contains 20483 members 
Mstep: Class 31 contains 1747 members 
Mstep: Class 32 contains 5268 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921448.000000 Penalty: 114218.242188
Iteration 137Q: 35 clusters Score -1.009214e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 21102 members 
Mstep: Class 4 contains 9673 members 
Mstep: Class 5 contains 9584 members 
Mstep: Class 6 contains 46472 members 
Mstep: Class 7 contains 86004 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1644 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26690 members 
Mstep: Class 12 contains 165685 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10243 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 37966 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18116 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37740 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 158173 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 15283 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9258 members 
Mstep: Class 30 contains 20482 members 
Mstep: Class 31 contains 1747 members 
Mstep: Class 32 contains 5267 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921464.000000 Penalty: 114218.242188
Iteration 138Q: 35 clusters Score -1.009215e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 21102 members 
Mstep: Class 4 contains 9677 members 
Mstep: Class 5 contains 9584 members 
Mstep: Class 6 contains 46472 members 
Mstep: Class 7 contains 86004 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1644 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26690 members 
Mstep: Class 12 contains 165685 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10243 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 37966 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18111 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37741 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 158173 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 15281 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9258 members 
Mstep: Class 30 contains 20482 members 
Mstep: Class 31 contains 1747 members 
Mstep: Class 32 contains 5266 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921488.000000 Penalty: 114218.242188
Iteration 139Q: 35 clusters Score -1.009215e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 21102 members 
Mstep: Class 4 contains 9681 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 46472 members 
Mstep: Class 7 contains 86004 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1644 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26690 members 
Mstep: Class 12 contains 165686 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10243 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 37965 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18104 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37744 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 158173 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 15281 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9258 members 
Mstep: Class 30 contains 20482 members 
Mstep: Class 31 contains 1747 members 
Mstep: Class 32 contains 5265 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921472.000000 Penalty: 114218.242188
Iteration 140F: 35 clusters Score -1.009215e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 21102 members 
Mstep: Class 4 contains 9684 members 
Mstep: Class 5 contains 9586 members 
Mstep: Class 6 contains 46472 members 
Mstep: Class 7 contains 86004 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1644 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26690 members 
Mstep: Class 12 contains 165685 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10243 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 37964 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18101 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37745 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 158173 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 15281 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9258 members 
Mstep: Class 30 contains 20482 members 
Mstep: Class 31 contains 1747 members 
Mstep: Class 32 contains 5265 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921464.000000 Penalty: 114218.242188
Iteration 141Q: 35 clusters Score -1.009215e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 21102 members 
Mstep: Class 4 contains 9686 members 
Mstep: Class 5 contains 9587 members 
Mstep: Class 6 contains 46472 members 
Mstep: Class 7 contains 86004 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1644 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26690 members 
Mstep: Class 12 contains 165684 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10243 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 37964 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18098 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37746 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 158173 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 15281 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9258 members 
Mstep: Class 30 contains 20482 members 
Mstep: Class 31 contains 1747 members 
Mstep: Class 32 contains 5265 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921424.000000 Penalty: 114218.242188
Iteration 142Q: 35 clusters Score -1.009214e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 21102 members 
Mstep: Class 4 contains 9687 members 
Mstep: Class 5 contains 9587 members 
Mstep: Class 6 contains 46472 members 
Mstep: Class 7 contains 86004 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1644 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26690 members 
Mstep: Class 12 contains 165684 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10243 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 37964 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18098 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37745 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 158173 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 15281 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9258 members 
Mstep: Class 30 contains 20482 members 
Mstep: Class 31 contains 1747 members 
Mstep: Class 32 contains 5265 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921432.000000 Penalty: 114218.242188
Iteration 143Q: 35 clusters Score -1.009214e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 21102 members 
Mstep: Class 4 contains 9687 members 
Mstep: Class 5 contains 9587 members 
Mstep: Class 6 contains 46472 members 
Mstep: Class 7 contains 86004 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1644 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26690 members 
Mstep: Class 12 contains 165684 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10243 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 37964 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18099 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37744 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 158173 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 15281 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9258 members 
Mstep: Class 30 contains 20482 members 
Mstep: Class 31 contains 1747 members 
Mstep: Class 32 contains 5265 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921456.000000 Penalty: 114218.242188
Iteration 144Q: 35 clusters Score -1.009215e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 21102 members 
Mstep: Class 4 contains 9687 members 
Mstep: Class 5 contains 9587 members 
Mstep: Class 6 contains 46472 members 
Mstep: Class 7 contains 86004 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1644 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26690 members 
Mstep: Class 12 contains 165684 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10243 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 37964 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18099 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37744 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 158173 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 15281 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9258 members 
Mstep: Class 30 contains 20482 members 
Mstep: Class 31 contains 1747 members 
Mstep: Class 32 contains 5265 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100921456.000000 Penalty: 114218.242188
Iteration 145F: 35 clusters Score -1.009215e+08 nChanged 0
Entering ConstructFrom: 
Score: -100921456.000000 Penalty: 114218.242188
Entering ConstructFrom: 
Trying to split cluster 1 (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: -711989.062500 Penalty: 2141.297607
	Iteration 0F: 2 clusters Score -711989.1 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 2840 members 
Entering Unmasked Estep 
Score: -707097.687500 Penalty: 4282.595215
	Iteration 0F: 3 clusters Score -707097.7 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -708349.937500 Penalty: 4282.595215
	Iteration 1F: 3 clusters Score -708349.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -708697.062500 Penalty: 4282.595215
	Iteration 2F: 3 clusters Score -708697.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -709031.625000 Penalty: 4282.595215
	Iteration 3F: 3 clusters Score -709031.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -709281.000000 Penalty: 4282.595215
	Iteration 4F: 3 clusters Score -709281 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -709471.875000 Penalty: 4282.595215
	Iteration 5Q: 3 clusters Score -709471.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -709665.875000 Penalty: 4282.595215
	Iteration 6Q: 3 clusters Score -709665.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -709797.562500 Penalty: 4282.595215
	Iteration 7Q: 3 clusters Score -709797.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -709898.187500 Penalty: 4282.595215
	Iteration 8Q: 3 clusters Score -709898.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -709990.687500 Penalty: 4282.595215
	Iteration 9Q: 3 clusters Score -709990.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -710066.750000 Penalty: 4282.595215
	Iteration 10Q: 3 clusters Score -710066.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -710111.187500 Penalty: 4282.595215
	Iteration 11Q: 3 clusters Score -710111.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -710145.875000 Penalty: 4282.595215
	Iteration 12Q: 3 clusters Score -710145.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -710187.812500 Penalty: 4282.595215
	Iteration 13Q: 3 clusters Score -710187.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -710231.750000 Penalty: 4282.595215
	Iteration 14Q: 3 clusters Score -710231.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -710273.750000 Penalty: 4282.595215
	Iteration 15Q: 3 clusters Score -710273.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -710310.375000 Penalty: 4282.595215
	Iteration 16Q: 3 clusters Score -710310.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -710340.500000 Penalty: 4282.595215
	Iteration 17Q: 3 clusters Score -710340.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -710372.375000 Penalty: 4282.595215
	Iteration 18Q: 3 clusters Score -710372.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -710409.312500 Penalty: 4282.595215
	Iteration 19Q: 3 clusters Score -710409.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -710458.437500 Penalty: 4282.595215
	Iteration 20F: 3 clusters Score -710458.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -710508.375000 Penalty: 4282.595215
	Iteration 21Q: 3 clusters Score -710508.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -710562.000000 Penalty: 4282.595215
	Iteration 22Q: 3 clusters Score -710562 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -710609.125000 Penalty: 4282.595215
	Iteration 23Q: 3 clusters Score -710609.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -710639.312500 Penalty: 4282.595215
	Iteration 24Q: 3 clusters Score -710639.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -710669.250000 Penalty: 4282.595215
	Iteration 25Q: 3 clusters Score -710669.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -710699.000000 Penalty: 4282.595215
	Iteration 26Q: 3 clusters Score -710699 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -710730.250000 Penalty: 4282.595215
	Iteration 27Q: 3 clusters Score -710730.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -710766.062500 Penalty: 4282.595215
	Iteration 28Q: 3 clusters Score -710766.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -710800.812500 Penalty: 4282.595215
	Iteration 29Q: 3 clusters Score -710800.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -710832.750000 Penalty: 4282.595215
	Iteration 30Q: 3 clusters Score -710832.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -710858.062500 Penalty: 4282.595215
	Iteration 31Q: 3 clusters Score -710858.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -710881.687500 Penalty: 4282.595215
	Iteration 32Q: 3 clusters Score -710881.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -710894.250000 Penalty: 4282.595215
	Iteration 33Q: 3 clusters Score -710894.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -710900.625000 Penalty: 4282.595215
	Iteration 34Q: 3 clusters Score -710900.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -710906.250000 Penalty: 4282.595215
	Iteration 35Q: 3 clusters Score -710906.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -710910.750000 Penalty: 4282.595215
	Iteration 36Q: 3 clusters Score -710910.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -710918.750000 Penalty: 4282.595215
	Iteration 37Q: 3 clusters Score -710918.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -710920.875000 Penalty: 4282.595215
	Iteration 38Q: 3 clusters Score -710920.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -710925.375000 Penalty: 4282.595215
	Iteration 39Q: 3 clusters Score -710925.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -710925.687500 Penalty: 4282.595215
	Iteration 40F: 3 clusters Score -710925.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -710928.750000 Penalty: 4282.595215
	Iteration 41Q: 3 clusters Score -710928.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -710928.750000 Penalty: 4282.595215
	Iteration 42Q: 3 clusters Score -710928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -710928.875000 Penalty: 4282.595215
	Iteration 43Q: 3 clusters Score -710928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -710929.000000 Penalty: 4282.595215
	Iteration 44Q: 3 clusters Score -710929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -710932.250000 Penalty: 4282.595215
	Iteration 45Q: 3 clusters Score -710932.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -710933.937500 Penalty: 4282.595215
	Iteration 46Q: 3 clusters Score -710933.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -710935.375000 Penalty: 4282.595215
	Iteration 47Q: 3 clusters Score -710935.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -710940.125000 Penalty: 4282.595215
	Iteration 48Q: 3 clusters Score -710940.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -710944.812500 Penalty: 4282.595215
	Iteration 49Q: 3 clusters Score -710944.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -710948.937500 Penalty: 4282.595215
	Iteration 50Q: 3 clusters Score -710948.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -710953.937500 Penalty: 4282.595215
	Iteration 51Q: 3 clusters Score -710953.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -710956.937500 Penalty: 4282.595215
	Iteration 52Q: 3 clusters Score -710956.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -710960.062500 Penalty: 4282.595215
	Iteration 53Q: 3 clusters Score -710960.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -710962.687500 Penalty: 4282.595215
	Iteration 54Q: 3 clusters Score -710962.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -710965.750000 Penalty: 4282.595215
	Iteration 55Q: 3 clusters Score -710965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -710965.812500 Penalty: 4282.595215
	Iteration 56Q: 3 clusters Score -710965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -710967.437500 Penalty: 4282.595215
	Iteration 57Q: 3 clusters Score -710967.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -710967.562500 Penalty: 4282.595215
	Iteration 58Q: 3 clusters Score -710967.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -710968.625000 Penalty: 4282.595215
	Iteration 59Q: 3 clusters Score -710968.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -710970.062500 Penalty: 4282.595215
	Iteration 60F: 3 clusters Score -710970.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Entering Unmasked Estep 
Score: -725756.062500 Penalty: 2144.584717
	Iteration 0F: 2 clusters Score -725756.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -720776.500000 Penalty: 4289.169434
	Iteration 0F: 3 clusters Score -720776.5 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -722125.000000 Penalty: 4289.169434
	Iteration 1F: 3 clusters Score -722125 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -722426.375000 Penalty: 4289.169434
	Iteration 2F: 3 clusters Score -722426.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -722653.875000 Penalty: 4289.169434
	Iteration 3F: 3 clusters Score -722653.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -722839.062500 Penalty: 4289.169434
	Iteration 4Q: 3 clusters Score -722839.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -722992.812500 Penalty: 4289.169434
	Iteration 5Q: 3 clusters Score -722992.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -723146.750000 Penalty: 4289.169434
	Iteration 6Q: 3 clusters Score -723146.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -723280.562500 Penalty: 4289.169434
	Iteration 7Q: 3 clusters Score -723280.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -723390.562500 Penalty: 4289.169434
	Iteration 8Q: 3 clusters Score -723390.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -723509.062500 Penalty: 4289.169434
	Iteration 9Q: 3 clusters Score -723509.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -723635.625000 Penalty: 4289.169434
	Iteration 10Q: 3 clusters Score -723635.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -723769.500000 Penalty: 4289.169434
	Iteration 11Q: 3 clusters Score -723769.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -723905.750000 Penalty: 4289.169434
	Iteration 12Q: 3 clusters Score -723905.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -724036.937500 Penalty: 4289.169434
	Iteration 13Q: 3 clusters Score -724036.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -724179.125000 Penalty: 4289.169434
	Iteration 14Q: 3 clusters Score -724179.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -724300.187500 Penalty: 4289.169434
	Iteration 15Q: 3 clusters Score -724300.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -724417.500000 Penalty: 4289.169434
	Iteration 16Q: 3 clusters Score -724417.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -724525.500000 Penalty: 4289.169434
	Iteration 17Q: 3 clusters Score -724525.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -724638.062500 Penalty: 4289.169434
	Iteration 18Q: 3 clusters Score -724638.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -724746.062500 Penalty: 4289.169434
	Iteration 19Q: 3 clusters Score -724746.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -724829.812500 Penalty: 4289.169434
	Iteration 20F: 3 clusters Score -724829.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -724882.875000 Penalty: 4289.169434
	Iteration 21Q: 3 clusters Score -724882.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -724918.312500 Penalty: 4289.169434
	Iteration 22Q: 3 clusters Score -724918.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -724949.375000 Penalty: 4289.169434
	Iteration 23Q: 3 clusters Score -724949.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -724971.812500 Penalty: 4289.169434
	Iteration 24Q: 3 clusters Score -724971.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -724993.250000 Penalty: 4289.169434
	Iteration 25Q: 3 clusters Score -724993.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -725006.500000 Penalty: 4289.169434
	Iteration 26Q: 3 clusters Score -725006.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -725019.500000 Penalty: 4289.169434
	Iteration 27Q: 3 clusters Score -725019.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -725029.937500 Penalty: 4289.169434
	Iteration 28Q: 3 clusters Score -725029.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -725044.250000 Penalty: 4289.169434
	Iteration 29Q: 3 clusters Score -725044.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -725051.875000 Penalty: 4289.169434
	Iteration 30Q: 3 clusters Score -725051.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -725057.562500 Penalty: 4289.169434
	Iteration 31Q: 3 clusters Score -725057.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -725063.187500 Penalty: 4289.169434
	Iteration 32Q: 3 clusters Score -725063.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -725067.187500 Penalty: 4289.169434
	Iteration 33Q: 3 clusters Score -725067.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -725068.875000 Penalty: 4289.169434
	Iteration 34Q: 3 clusters Score -725068.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -725069.750000 Penalty: 4289.169434
	Iteration 35Q: 3 clusters Score -725069.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -725073.000000 Penalty: 4289.169434
	Iteration 36Q: 3 clusters Score -725073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -725074.187500 Penalty: 4289.169434
	Iteration 37Q: 3 clusters Score -725074.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -725076.812500 Penalty: 4289.169434
	Iteration 38Q: 3 clusters Score -725076.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -725079.937500 Penalty: 4289.169434
	Iteration 39Q: 3 clusters Score -725079.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -725082.375000 Penalty: 4289.169434
	Iteration 40F: 3 clusters Score -725082.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -725083.437500 Penalty: 4289.169434
	Iteration 41Q: 3 clusters Score -725083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -725084.375000 Penalty: 4289.169434
	Iteration 42Q: 3 clusters Score -725084.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -725084.687500 Penalty: 4289.169434
	Iteration 43Q: 3 clusters Score -725084.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -725084.687500 Penalty: 4289.169434
	Iteration 44F: 3 clusters Score -725084.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Entering Unmasked Estep 
Score: -2867197.000000 Penalty: 2469.366455
	Iteration 0F: 2 clusters Score -2867197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2852363.750000 Penalty: 4938.732910
	Iteration 0F: 3 clusters Score -2852364 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2857631.500000 Penalty: 4938.732910
	Iteration 1F: 3 clusters Score -2857632 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2858377.250000 Penalty: 4938.732910
	Iteration 2F: 3 clusters Score -2858377 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2859216.500000 Penalty: 4938.732910
	Iteration 3F: 3 clusters Score -2859216 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2860011.000000 Penalty: 4938.732910
	Iteration 4F: 3 clusters Score -2860011 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2860642.000000 Penalty: 4938.732910
	Iteration 5F: 3 clusters Score -2860642 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2861206.250000 Penalty: 4938.732910
	Iteration 6F: 3 clusters Score -2861206 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2861800.500000 Penalty: 4938.732910
	Iteration 7Q: 3 clusters Score -2861800 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2862424.500000 Penalty: 4938.732910
	Iteration 8Q: 3 clusters Score -2862424 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2863122.000000 Penalty: 4938.732910
	Iteration 9Q: 3 clusters Score -2863122 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2863785.500000 Penalty: 4938.732910
	Iteration 10Q: 3 clusters Score -2863786 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2864451.750000 Penalty: 4938.732910
	Iteration 11Q: 3 clusters Score -2864452 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2865065.000000 Penalty: 4938.732910
	Iteration 12Q: 3 clusters Score -2865065 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2865566.500000 Penalty: 4938.732910
	Iteration 13Q: 3 clusters Score -2865566 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2865871.750000 Penalty: 4938.732910
	Iteration 14Q: 3 clusters Score -2865872 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2866022.000000 Penalty: 4938.732910
	Iteration 15Q: 3 clusters Score -2866022 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2866119.250000 Penalty: 4938.732910
	Iteration 16Q: 3 clusters Score -2866119 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2866193.000000 Penalty: 4938.732910
	Iteration 17Q: 3 clusters Score -2866193 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2866267.250000 Penalty: 4938.732910
	Iteration 18Q: 3 clusters Score -2866267 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2866375.000000 Penalty: 4938.732910
	Iteration 19Q: 3 clusters Score -2866375 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2866457.500000 Penalty: 4938.732910
	Iteration 20F: 3 clusters Score -2866458 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2866518.500000 Penalty: 4938.732910
	Iteration 21Q: 3 clusters Score -2866518 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2866600.750000 Penalty: 4938.732910
	Iteration 22Q: 3 clusters Score -2866601 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2866699.750000 Penalty: 4938.732910
	Iteration 23Q: 3 clusters Score -2866700 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2866777.750000 Penalty: 4938.732910
	Iteration 24Q: 3 clusters Score -2866778 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2866826.250000 Penalty: 4938.732910
	Iteration 25Q: 3 clusters Score -2866826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2866848.500000 Penalty: 4938.732910
	Iteration 26Q: 3 clusters Score -2866848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2866862.750000 Penalty: 4938.732910
	Iteration 27Q: 3 clusters Score -2866863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2866867.500000 Penalty: 4938.732910
	Iteration 28Q: 3 clusters Score -2866868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2866871.250000 Penalty: 4938.732910
	Iteration 29Q: 3 clusters Score -2866871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2866871.250000 Penalty: 4938.732910
	Iteration 30F: 3 clusters Score -2866871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Entering Unmasked Estep 
Score: -1164217.500000 Penalty: 2276.278076
	Iteration 0F: 2 clusters Score -1164218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1156707.125000 Penalty: 4552.556152
	Iteration 0F: 3 clusters Score -1156707 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1158986.625000 Penalty: 4552.556152
	Iteration 1F: 3 clusters Score -1158987 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1159483.000000 Penalty: 4552.556152
	Iteration 2F: 3 clusters Score -1159483 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1159872.750000 Penalty: 4552.556152
	Iteration 3F: 3 clusters Score -1159873 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1160222.625000 Penalty: 4552.556152
	Iteration 4F: 3 clusters Score -1160223 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1160568.500000 Penalty: 4552.556152
	Iteration 5Q: 3 clusters Score -1160568 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1160912.750000 Penalty: 4552.556152
	Iteration 6Q: 3 clusters Score -1160913 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1161247.000000 Penalty: 4552.556152
	Iteration 7Q: 3 clusters Score -1161247 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1161564.750000 Penalty: 4552.556152
	Iteration 8Q: 3 clusters Score -1161565 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1161863.250000 Penalty: 4552.556152
	Iteration 9Q: 3 clusters Score -1161863 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1162091.125000 Penalty: 4552.556152
	Iteration 10Q: 3 clusters Score -1162091 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1162261.875000 Penalty: 4552.556152
	Iteration 11Q: 3 clusters Score -1162262 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1162372.750000 Penalty: 4552.556152
	Iteration 12Q: 3 clusters Score -1162373 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1162440.000000 Penalty: 4552.556152
	Iteration 13Q: 3 clusters Score -1162440 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1162487.250000 Penalty: 4552.556152
	Iteration 14Q: 3 clusters Score -1162487 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1162512.125000 Penalty: 4552.556152
	Iteration 15Q: 3 clusters Score -1162512 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1162536.250000 Penalty: 4552.556152
	Iteration 16Q: 3 clusters Score -1162536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1162554.250000 Penalty: 4552.556152
	Iteration 17Q: 3 clusters Score -1162554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1162561.625000 Penalty: 4552.556152
	Iteration 18Q: 3 clusters Score -1162562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1162574.250000 Penalty: 4552.556152
	Iteration 19Q: 3 clusters Score -1162574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1162581.250000 Penalty: 4552.556152
	Iteration 20F: 3 clusters Score -1162581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1162592.250000 Penalty: 4552.556152
	Iteration 21Q: 3 clusters Score -1162592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1162595.000000 Penalty: 4552.556152
	Iteration 22Q: 3 clusters Score -1162595 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1162603.375000 Penalty: 4552.556152
	Iteration 23Q: 3 clusters Score -1162603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1162607.000000 Penalty: 4552.556152
	Iteration 24Q: 3 clusters Score -1162607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1162611.000000 Penalty: 4552.556152
	Iteration 25Q: 3 clusters Score -1162611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1162617.500000 Penalty: 4552.556152
	Iteration 26Q: 3 clusters Score -1162618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1162617.375000 Penalty: 4552.556152
	Iteration 27Q: 3 clusters Score -1162617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1162621.000000 Penalty: 4552.556152
	Iteration 28Q: 3 clusters Score -1162621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1162624.000000 Penalty: 4552.556152
	Iteration 29Q: 3 clusters Score -1162624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1162625.500000 Penalty: 4552.556152
	Iteration 30Q: 3 clusters Score -1162626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1162626.250000 Penalty: 4552.556152
	Iteration 31Q: 3 clusters Score -1162626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1162626.375000 Penalty: 4552.556152
	Iteration 32Q: 3 clusters Score -1162626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1162629.250000 Penalty: 4552.556152
	Iteration 33Q: 3 clusters Score -1162629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1162631.125000 Penalty: 4552.556152
	Iteration 34Q: 3 clusters Score -1162631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1162634.125000 Penalty: 4552.556152
	Iteration 35Q: 3 clusters Score -1162634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1162635.500000 Penalty: 4552.556152
	Iteration 36Q: 3 clusters Score -1162636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1162635.250000 Penalty: 4552.556152
	Iteration 37Q: 3 clusters Score -1162635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1162635.250000 Penalty: 4552.556152
	Iteration 38F: 3 clusters Score -1162635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Entering Unmasked Estep 
Score: -1318170.250000 Penalty: 2273.704590
	Iteration 0F: 2 clusters Score -1318170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1310732.875000 Penalty: 4547.409180
	Iteration 0F: 3 clusters Score -1310733 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1312823.875000 Penalty: 4547.409180
	Iteration 1F: 3 clusters Score -1312824 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1313086.500000 Penalty: 4547.409180
	Iteration 2F: 3 clusters Score -1313086 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1313272.125000 Penalty: 4547.409180
	Iteration 3Q: 3 clusters Score -1313272 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1313429.625000 Penalty: 4547.409180
	Iteration 4Q: 3 clusters Score -1313430 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1313570.250000 Penalty: 4547.409180
	Iteration 5Q: 3 clusters Score -1313570 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1313688.375000 Penalty: 4547.409180
	Iteration 6Q: 3 clusters Score -1313688 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1313815.000000 Penalty: 4547.409180
	Iteration 7Q: 3 clusters Score -1313815 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1313984.750000 Penalty: 4547.409180
	Iteration 8Q: 3 clusters Score -1313985 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1314181.375000 Penalty: 4547.409180
	Iteration 9Q: 3 clusters Score -1314181 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1314428.875000 Penalty: 4547.409180
	Iteration 10Q: 3 clusters Score -1314429 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1314726.250000 Penalty: 4547.409180
	Iteration 11Q: 3 clusters Score -1314726 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1315035.000000 Penalty: 4547.409180
	Iteration 12Q: 3 clusters Score -1315035 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1315342.875000 Penalty: 4547.409180
	Iteration 13Q: 3 clusters Score -1315343 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1315647.625000 Penalty: 4547.409180
	Iteration 14Q: 3 clusters Score -1315648 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1315946.875000 Penalty: 4547.409180
	Iteration 15Q: 3 clusters Score -1315947 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1316170.625000 Penalty: 4547.409180
	Iteration 16Q: 3 clusters Score -1316171 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1316309.250000 Penalty: 4547.409180
	Iteration 17Q: 3 clusters Score -1316309 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1316388.750000 Penalty: 4547.409180
	Iteration 18Q: 3 clusters Score -1316389 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1316433.875000 Penalty: 4547.409180
	Iteration 19Q: 3 clusters Score -1316434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1316468.750000 Penalty: 4547.409180
	Iteration 20F: 3 clusters Score -1316469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1316488.625000 Penalty: 4547.409180
	Iteration 21Q: 3 clusters Score -1316489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1316505.250000 Penalty: 4547.409180
	Iteration 22Q: 3 clusters Score -1316505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1316529.375000 Penalty: 4547.409180
	Iteration 23Q: 3 clusters Score -1316529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1316543.000000 Penalty: 4547.409180
	Iteration 24Q: 3 clusters Score -1316543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1316559.250000 Penalty: 4547.409180
	Iteration 25Q: 3 clusters Score -1316559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1316567.375000 Penalty: 4547.409180
	Iteration 26Q: 3 clusters Score -1316567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1316578.500000 Penalty: 4547.409180
	Iteration 27Q: 3 clusters Score -1316578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1316582.125000 Penalty: 4547.409180
	Iteration 28Q: 3 clusters Score -1316582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1316587.000000 Penalty: 4547.409180
	Iteration 29Q: 3 clusters Score -1316587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1316588.125000 Penalty: 4547.409180
	Iteration 30Q: 3 clusters Score -1316588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1316592.000000 Penalty: 4547.409180
	Iteration 31Q: 3 clusters Score -1316592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1316590.375000 Penalty: 4547.409180
	Iteration 32Q: 3 clusters Score -1316590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1316593.750000 Penalty: 4547.409180
	Iteration 33Q: 3 clusters Score -1316594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1316599.625000 Penalty: 4547.409180
	Iteration 34Q: 3 clusters Score -1316600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1316600.875000 Penalty: 4547.409180
	Iteration 35Q: 3 clusters Score -1316601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1316606.125000 Penalty: 4547.409180
	Iteration 36Q: 3 clusters Score -1316606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1316612.500000 Penalty: 4547.409180
	Iteration 37Q: 3 clusters Score -1316612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1316612.125000 Penalty: 4547.409180
	Iteration 38Q: 3 clusters Score -1316612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1316612.000000 Penalty: 4547.409180
	Iteration 39Q: 3 clusters Score -1316612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1316616.625000 Penalty: 4547.409180
	Iteration 40F: 3 clusters Score -1316617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1316619.250000 Penalty: 4547.409180
	Iteration 41Q: 3 clusters Score -1316619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1316619.875000 Penalty: 4547.409180
	Iteration 42Q: 3 clusters Score -1316620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1316621.750000 Penalty: 4547.409180
	Iteration 43Q: 3 clusters Score -1316622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1316624.500000 Penalty: 4547.409180
	Iteration 44Q: 3 clusters Score -1316624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1316624.125000 Penalty: 4547.409180
	Iteration 45Q: 3 clusters Score -1316624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1316623.375000 Penalty: 4547.409180
	Iteration 46Q: 3 clusters Score -1316623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1316623.375000 Penalty: 4547.409180
	Iteration 47F: 3 clusters Score -1316623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Entering Unmasked Estep 
Score: -6300435.000000 Penalty: 2665.157959
	Iteration 0F: 2 clusters Score -6300435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -6269154.000000 Penalty: 5330.315918
	Iteration 0F: 3 clusters Score -6269154 nChanged 21328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -6281140.500000 Penalty: 5330.315918
	Iteration 1F: 3 clusters Score -6281140 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -6282111.500000 Penalty: 5330.315918
	Iteration 2F: 3 clusters Score -6282112 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -6283317.000000 Penalty: 5330.315918
	Iteration 3F: 3 clusters Score -6283317 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -6284979.500000 Penalty: 5330.315918
	Iteration 4F: 3 clusters Score -6284980 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -6287208.000000 Penalty: 5330.315918
	Iteration 5F: 3 clusters Score -6287208 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -6289785.000000 Penalty: 5330.315918
	Iteration 6F: 3 clusters Score -6289785 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -6292316.500000 Penalty: 5330.315918
	Iteration 7F: 3 clusters Score -6292316 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -6294357.500000 Penalty: 5330.315918
	Iteration 8F: 3 clusters Score -6294358 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -6295942.000000 Penalty: 5330.315918
	Iteration 9Q: 3 clusters Score -6295942 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -6296928.000000 Penalty: 5330.315918
	Iteration 10Q: 3 clusters Score -6296928 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -6297447.500000 Penalty: 5330.315918
	Iteration 11Q: 3 clusters Score -6297448 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -6297727.500000 Penalty: 5330.315918
	Iteration 12Q: 3 clusters Score -6297728 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -6297902.000000 Penalty: 5330.315918
	Iteration 13Q: 3 clusters Score -6297902 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -6298001.000000 Penalty: 5330.315918
	Iteration 14Q: 3 clusters Score -6298001 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -6298055.500000 Penalty: 5330.315918
	Iteration 15Q: 3 clusters Score -6298056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -6298087.500000 Penalty: 5330.315918
	Iteration 16Q: 3 clusters Score -6298088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -6298097.500000 Penalty: 5330.315918
	Iteration 17Q: 3 clusters Score -6298098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -6298117.500000 Penalty: 5330.315918
	Iteration 18Q: 3 clusters Score -6298118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -6298135.500000 Penalty: 5330.315918
	Iteration 19Q: 3 clusters Score -6298136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -6298152.500000 Penalty: 5330.315918
	Iteration 20F: 3 clusters Score -6298152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -6298151.500000 Penalty: 5330.315918
	Iteration 21Q: 3 clusters Score -6298152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -6298162.500000 Penalty: 5330.315918
	Iteration 22Q: 3 clusters Score -6298162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -6298171.000000 Penalty: 5330.315918
	Iteration 23Q: 3 clusters Score -6298171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -6298167.000000 Penalty: 5330.315918
	Iteration 24Q: 3 clusters Score -6298167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -6298170.500000 Penalty: 5330.315918
	Iteration 25Q: 3 clusters Score -6298170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -6298171.000000 Penalty: 5330.315918
	Iteration 26Q: 3 clusters Score -6298171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -6298178.000000 Penalty: 5330.315918
	Iteration 27Q: 3 clusters Score -6298178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -6298178.000000 Penalty: 5330.315918
	Iteration 28F: 3 clusters Score -6298178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (86004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86004 members 
Entering Unmasked Estep 
Score: -11733478.000000 Penalty: 2817.812988
	Iteration 0F: 2 clusters Score -1.173348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -11675806.000000 Penalty: 5635.625977
	Iteration 0F: 3 clusters Score -1.167581e+07 nChanged 40562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -11698800.000000 Penalty: 5635.625977
	Iteration 1F: 3 clusters Score -1.16988e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -11699646.000000 Penalty: 5635.625977
	Iteration 2Q: 3 clusters Score -1.169965e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -11700570.000000 Penalty: 5635.625977
	Iteration 3Q: 3 clusters Score -1.170057e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -11702031.000000 Penalty: 5635.625977
	Iteration 4Q: 3 clusters Score -1.170203e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -11704074.000000 Penalty: 5635.625977
	Iteration 5F: 3 clusters Score -1.170407e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
Score: -11707065.000000 Penalty: 5635.625977
	Iteration 6F: 3 clusters Score -1.170706e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 63924 members 
Entering Unmasked Estep 
Score: -11711626.000000 Penalty: 5635.625977
	Iteration 7F: 3 clusters Score -1.171163e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
Score: -11717177.000000 Penalty: 5635.625977
	Iteration 8F: 3 clusters Score -1.171718e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -11722612.000000 Penalty: 5635.625977
	Iteration 9F: 3 clusters Score -1.172261e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 80896 members 
Entering Unmasked Estep 
Score: -11726676.000000 Penalty: 5635.625977
	Iteration 10F: 3 clusters Score -1.172668e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 83538 members 
Entering Unmasked Estep 
Score: -11729092.000000 Penalty: 5635.625977
	Iteration 11Q: 3 clusters Score -1.172909e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 84797 members 
Entering Unmasked Estep 
Score: -11730146.000000 Penalty: 5635.625977
	Iteration 12Q: 3 clusters Score -1.173015e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 85281 members 
Entering Unmasked Estep 
Score: -11730575.000000 Penalty: 5635.625977
	Iteration 13Q: 3 clusters Score -1.173058e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 85451 members 
Entering Unmasked Estep 
Score: -11730772.000000 Penalty: 5635.625977
	Iteration 14Q: 3 clusters Score -1.173077e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 85520 members 
Entering Unmasked Estep 
Score: -11730871.000000 Penalty: 5635.625977
	Iteration 15Q: 3 clusters Score -1.173087e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 85569 members 
Entering Unmasked Estep 
Score: -11730917.000000 Penalty: 5635.625977
	Iteration 16Q: 3 clusters Score -1.173092e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 85599 members 
Entering Unmasked Estep 
Score: -11730969.000000 Penalty: 5635.625977
	Iteration 17Q: 3 clusters Score -1.173097e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 85617 members 
Entering Unmasked Estep 
Score: -11730985.000000 Penalty: 5635.625977
	Iteration 18Q: 3 clusters Score -1.173098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 85626 members 
Entering Unmasked Estep 
Score: -11731007.000000 Penalty: 5635.625977
	Iteration 19Q: 3 clusters Score -1.173101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 85624 members 
Entering Unmasked Estep 
Score: -11731010.000000 Penalty: 5635.625977
	Iteration 20F: 3 clusters Score -1.173101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 85622 members 
Entering Unmasked Estep 
Score: -11731015.000000 Penalty: 5635.625977
	Iteration 21Q: 3 clusters Score -1.173102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 85622 members 
Entering Unmasked Estep 
Score: -11731020.000000 Penalty: 5635.625977
	Iteration 22Q: 3 clusters Score -1.173102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 85625 members 
Entering Unmasked Estep 
Score: -11731019.000000 Penalty: 5635.625977
	Iteration 23Q: 3 clusters Score -1.173102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 85629 members 
Entering Unmasked Estep 
Score: -11731027.000000 Penalty: 5635.625977
	Iteration 24Q: 3 clusters Score -1.173103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 85631 members 
Entering Unmasked Estep 
Score: -11731035.000000 Penalty: 5635.625977
	Iteration 25Q: 3 clusters Score -1.173104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 85634 members 
Entering Unmasked Estep 
Score: -11731042.000000 Penalty: 5635.625977
	Iteration 26Q: 3 clusters Score -1.173104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 85639 members 
Entering Unmasked Estep 
Score: -11731042.000000 Penalty: 5635.625977
	Iteration 27Q: 3 clusters Score -1.173104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 85640 members 
Entering Unmasked Estep 
Score: -11731041.000000 Penalty: 5635.625977
	Iteration 28Q: 3 clusters Score -1.173104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 85643 members 
Entering Unmasked Estep 
Score: -11731061.000000 Penalty: 5635.625977
	Iteration 29Q: 3 clusters Score -1.173106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 85647 members 
Entering Unmasked Estep 
Score: -11731046.000000 Penalty: 5635.625977
	Iteration 30Q: 3 clusters Score -1.173105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 85652 members 
Entering Unmasked Estep 
Score: -11731047.000000 Penalty: 5635.625977
	Iteration 31Q: 3 clusters Score -1.173105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 85655 members 
Entering Unmasked Estep 
Score: -11731060.000000 Penalty: 5635.625977
	Iteration 32Q: 3 clusters Score -1.173106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 85656 members 
Entering Unmasked Estep 
Score: -11731062.000000 Penalty: 5635.625977
	Iteration 33Q: 3 clusters Score -1.173106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 85658 members 
Entering Unmasked Estep 
Score: -11731064.000000 Penalty: 5635.625977
	Iteration 34Q: 3 clusters Score -1.173106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 85658 members 
Entering Unmasked Estep 
Score: -11731064.000000 Penalty: 5635.625977
	Iteration 35F: 3 clusters Score -1.173106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Entering Unmasked Estep 
Score: -1648400.875000 Penalty: 2338.270996
	Iteration 0F: 2 clusters Score -1648401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1639263.250000 Penalty: 4676.541992
	Iteration 0F: 3 clusters Score -1639263 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1642476.500000 Penalty: 4676.541992
	Iteration 1F: 3 clusters Score -1642476 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1643307.500000 Penalty: 4676.541992
	Iteration 2F: 3 clusters Score -1643308 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1644020.875000 Penalty: 4676.541992
	Iteration 3F: 3 clusters Score -1644021 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1644603.000000 Penalty: 4676.541992
	Iteration 4F: 3 clusters Score -1644603 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1645071.750000 Penalty: 4676.541992
	Iteration 5F: 3 clusters Score -1645072 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1645488.000000 Penalty: 4676.541992
	Iteration 6F: 3 clusters Score -1645488 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1645846.875000 Penalty: 4676.541992
	Iteration 7F: 3 clusters Score -1645847 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1646099.125000 Penalty: 4676.541992
	Iteration 8Q: 3 clusters Score -1646099 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1646285.000000 Penalty: 4676.541992
	Iteration 9Q: 3 clusters Score -1646285 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1646444.125000 Penalty: 4676.541992
	Iteration 10Q: 3 clusters Score -1646444 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1646578.250000 Penalty: 4676.541992
	Iteration 11Q: 3 clusters Score -1646578 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1646678.000000 Penalty: 4676.541992
	Iteration 12Q: 3 clusters Score -1646678 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1646756.375000 Penalty: 4676.541992
	Iteration 13Q: 3 clusters Score -1646756 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1646837.625000 Penalty: 4676.541992
	Iteration 14Q: 3 clusters Score -1646838 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1646915.250000 Penalty: 4676.541992
	Iteration 15Q: 3 clusters Score -1646915 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1646982.875000 Penalty: 4676.541992
	Iteration 16Q: 3 clusters Score -1646983 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1647031.875000 Penalty: 4676.541992
	Iteration 17Q: 3 clusters Score -1647032 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1647073.375000 Penalty: 4676.541992
	Iteration 18Q: 3 clusters Score -1647073 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1647110.750000 Penalty: 4676.541992
	Iteration 19Q: 3 clusters Score -1647111 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1647142.875000 Penalty: 4676.541992
	Iteration 20F: 3 clusters Score -1647143 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1647158.625000 Penalty: 4676.541992
	Iteration 21Q: 3 clusters Score -1647159 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1647175.125000 Penalty: 4676.541992
	Iteration 22Q: 3 clusters Score -1647175 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1647185.375000 Penalty: 4676.541992
	Iteration 23Q: 3 clusters Score -1647185 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1647205.000000 Penalty: 4676.541992
	Iteration 24Q: 3 clusters Score -1647205 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1647229.125000 Penalty: 4676.541992
	Iteration 25Q: 3 clusters Score -1647229 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1647257.625000 Penalty: 4676.541992
	Iteration 26Q: 3 clusters Score -1647258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1647274.375000 Penalty: 4676.541992
	Iteration 27Q: 3 clusters Score -1647274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1647297.625000 Penalty: 4676.541992
	Iteration 28Q: 3 clusters Score -1647298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1647316.500000 Penalty: 4676.541992
	Iteration 29Q: 3 clusters Score -1647316 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1647338.375000 Penalty: 4676.541992
	Iteration 30Q: 3 clusters Score -1647338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1647363.125000 Penalty: 4676.541992
	Iteration 31Q: 3 clusters Score -1647363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1647377.375000 Penalty: 4676.541992
	Iteration 32Q: 3 clusters Score -1647377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1647391.750000 Penalty: 4676.541992
	Iteration 33Q: 3 clusters Score -1647392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1647400.500000 Penalty: 4676.541992
	Iteration 34Q: 3 clusters Score -1647400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1647408.500000 Penalty: 4676.541992
	Iteration 35Q: 3 clusters Score -1647408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1647409.750000 Penalty: 4676.541992
	Iteration 36Q: 3 clusters Score -1647410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1647408.500000 Penalty: 4676.541992
	Iteration 37Q: 3 clusters Score -1647408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1647411.000000 Penalty: 4676.541992
	Iteration 38Q: 3 clusters Score -1647411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1647411.500000 Penalty: 4676.541992
	Iteration 39Q: 3 clusters Score -1647412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1647418.500000 Penalty: 4676.541992
	Iteration 40F: 3 clusters Score -1647418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1647422.500000 Penalty: 4676.541992
	Iteration 41Q: 3 clusters Score -1647422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1647421.875000 Penalty: 4676.541992
	Iteration 42Q: 3 clusters Score -1647422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1647428.125000 Penalty: 4676.541992
	Iteration 43Q: 3 clusters Score -1647428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1647433.625000 Penalty: 4676.541992
	Iteration 44Q: 3 clusters Score -1647434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1647435.875000 Penalty: 4676.541992
	Iteration 45Q: 3 clusters Score -1647436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1647439.625000 Penalty: 4676.541992
	Iteration 46Q: 3 clusters Score -1647440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1647439.625000 Penalty: 4676.541992
	Iteration 47Q: 3 clusters Score -1647440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1647442.250000 Penalty: 4676.541992
	Iteration 48Q: 3 clusters Score -1647442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1647442.375000 Penalty: 4676.541992
	Iteration 49Q: 3 clusters Score -1647442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1647443.875000 Penalty: 4676.541992
	Iteration 50Q: 3 clusters Score -1647444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1647446.125000 Penalty: 4676.541992
	Iteration 51Q: 3 clusters Score -1647446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1647447.625000 Penalty: 4676.541992
	Iteration 52Q: 3 clusters Score -1647448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1647448.500000 Penalty: 4676.541992
	Iteration 53Q: 3 clusters Score -1647448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1647449.125000 Penalty: 4676.541992
	Iteration 54Q: 3 clusters Score -1647449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1647450.750000 Penalty: 4676.541992
	Iteration 55Q: 3 clusters Score -1647451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1647453.875000 Penalty: 4676.541992
	Iteration 56Q: 3 clusters Score -1647454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1647456.875000 Penalty: 4676.541992
	Iteration 57Q: 3 clusters Score -1647457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1647455.625000 Penalty: 4676.541992
	Iteration 58Q: 3 clusters Score -1647456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1647454.875000 Penalty: 4676.541992
	Iteration 59Q: 3 clusters Score -1647455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1647457.625000 Penalty: 4676.541992
	Iteration 60F: 3 clusters Score -1647458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1647456.375000 Penalty: 4676.541992
	Iteration 61Q: 3 clusters Score -1647456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1647456.375000 Penalty: 4676.541992
	Iteration 62F: 3 clusters Score -1647456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -225830.234375 Penalty: 1836.412109
	Iteration 0F: 2 clusters Score -225830.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -223436.218750 Penalty: 3672.824219
	Iteration 0F: 3 clusters Score -223436.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -223838.359375 Penalty: 3672.824219
	Iteration 1F: 3 clusters Score -223838.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -223929.109375 Penalty: 3672.824219
	Iteration 2F: 3 clusters Score -223929.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -223973.953125 Penalty: 3672.824219
	Iteration 3Q: 3 clusters Score -223974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -223999.625000 Penalty: 3672.824219
	Iteration 4Q: 3 clusters Score -223999.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -224012.812500 Penalty: 3672.824219
	Iteration 5Q: 3 clusters Score -224012.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -224020.921875 Penalty: 3672.824219
	Iteration 6Q: 3 clusters Score -224020.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -224032.109375 Penalty: 3672.824219
	Iteration 7Q: 3 clusters Score -224032.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -224040.375000 Penalty: 3672.824219
	Iteration 8Q: 3 clusters Score -224040.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -224049.218750 Penalty: 3672.824219
	Iteration 9Q: 3 clusters Score -224049.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -224059.578125 Penalty: 3672.824219
	Iteration 10Q: 3 clusters Score -224059.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -224072.062500 Penalty: 3672.824219
	Iteration 11Q: 3 clusters Score -224072.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -224080.656250 Penalty: 3672.824219
	Iteration 12Q: 3 clusters Score -224080.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -224085.453125 Penalty: 3672.824219
	Iteration 13Q: 3 clusters Score -224085.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -224090.437500 Penalty: 3672.824219
	Iteration 14Q: 3 clusters Score -224090.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -224096.125000 Penalty: 3672.824219
	Iteration 15Q: 3 clusters Score -224096.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -224098.921875 Penalty: 3672.824219
	Iteration 16Q: 3 clusters Score -224098.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -224101.250000 Penalty: 3672.824219
	Iteration 17Q: 3 clusters Score -224101.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -224104.671875 Penalty: 3672.824219
	Iteration 18Q: 3 clusters Score -224104.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -224109.609375 Penalty: 3672.824219
	Iteration 19Q: 3 clusters Score -224109.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -224116.218750 Penalty: 3672.824219
	Iteration 20F: 3 clusters Score -224116.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -224122.312500 Penalty: 3672.824219
	Iteration 21Q: 3 clusters Score -224122.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -224124.187500 Penalty: 3672.824219
	Iteration 22Q: 3 clusters Score -224124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -224127.718750 Penalty: 3672.824219
	Iteration 23Q: 3 clusters Score -224127.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -224129.843750 Penalty: 3672.824219
	Iteration 24Q: 3 clusters Score -224129.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -224131.546875 Penalty: 3672.824219
	Iteration 25Q: 3 clusters Score -224131.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -224134.812500 Penalty: 3672.824219
	Iteration 26Q: 3 clusters Score -224134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -224137.437500 Penalty: 3672.824219
	Iteration 27Q: 3 clusters Score -224137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -224138.484375 Penalty: 3672.824219
	Iteration 28Q: 3 clusters Score -224138.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -224139.859375 Penalty: 3672.824219
	Iteration 29Q: 3 clusters Score -224139.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -224142.796875 Penalty: 3672.824219
	Iteration 30Q: 3 clusters Score -224142.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -224143.843750 Penalty: 3672.824219
	Iteration 31Q: 3 clusters Score -224143.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -224144.140625 Penalty: 3672.824219
	Iteration 32Q: 3 clusters Score -224144.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -224144.140625 Penalty: 3672.824219
	Iteration 33F: 3 clusters Score -224144.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -72419.671875 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -72419.67 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 282 members 
Entering Unmasked Estep 
Score: -70917.679688 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -70917.68 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -71114.554688 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -71114.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -71160.820312 Penalty: 3143.942627
	Iteration 2Q: 3 clusters Score -71160.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -71178.835938 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -71178.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -71192.828125 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -71192.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -71211.429688 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -71211.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71221.601562 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -71221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71223.523438 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -71223.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -71225.242188 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -71225.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -71228.960938 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -71228.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71234.117188 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -71234.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71240.218750 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -71240.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71248.835938 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -71248.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -71253.164062 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -71253.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -71255.765625 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -71255.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71261.000000 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -71261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71261.000000 Penalty: 3143.942627
	Iteration 16F: 3 clusters Score -71261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Entering Unmasked Estep 
Score: -3600278.750000 Penalty: 2527.626953
	Iteration 0F: 2 clusters Score -3600279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -3581990.250000 Penalty: 5055.253906
	Iteration 0F: 3 clusters Score -3581990 nChanged 11862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3588468.500000 Penalty: 5055.253906
	Iteration 1F: 3 clusters Score -3588468 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3589143.000000 Penalty: 5055.253906
	Iteration 2F: 3 clusters Score -3589143 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3589940.500000 Penalty: 5055.253906
	Iteration 3F: 3 clusters Score -3589940 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3590865.500000 Penalty: 5055.253906
	Iteration 4F: 3 clusters Score -3590866 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -3591811.000000 Penalty: 5055.253906
	Iteration 5F: 3 clusters Score -3591811 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -3592791.500000 Penalty: 5055.253906
	Iteration 6F: 3 clusters Score -3592792 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -3593730.250000 Penalty: 5055.253906
	Iteration 7F: 3 clusters Score -3593730 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -3594624.250000 Penalty: 5055.253906
	Iteration 8F: 3 clusters Score -3594624 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -3595577.250000 Penalty: 5055.253906
	Iteration 9Q: 3 clusters Score -3595577 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3596686.500000 Penalty: 5055.253906
	Iteration 10Q: 3 clusters Score -3596686 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -3597768.500000 Penalty: 5055.253906
	Iteration 11Q: 3 clusters Score -3597768 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -3598097.000000 Penalty: 5055.253906
	Iteration 12Q: 3 clusters Score -3598097 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -3598215.500000 Penalty: 5055.253906
	Iteration 13Q: 3 clusters Score -3598216 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -3598314.250000 Penalty: 5055.253906
	Iteration 14Q: 3 clusters Score -3598314 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -3598367.250000 Penalty: 5055.253906
	Iteration 15Q: 3 clusters Score -3598367 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -3598408.250000 Penalty: 5055.253906
	Iteration 16Q: 3 clusters Score -3598408 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -3598438.500000 Penalty: 5055.253906
	Iteration 17Q: 3 clusters Score -3598438 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3598469.000000 Penalty: 5055.253906
	Iteration 18Q: 3 clusters Score -3598469 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3598511.750000 Penalty: 5055.253906
	Iteration 19Q: 3 clusters Score -3598512 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3598538.750000 Penalty: 5055.253906
	Iteration 20F: 3 clusters Score -3598539 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -3598543.500000 Penalty: 5055.253906
	Iteration 21Q: 3 clusters Score -3598544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -3598553.500000 Penalty: 5055.253906
	Iteration 22Q: 3 clusters Score -3598554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -3598569.000000 Penalty: 5055.253906
	Iteration 23Q: 3 clusters Score -3598569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -3598568.250000 Penalty: 5055.253906
	Iteration 24Q: 3 clusters Score -3598568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -3598570.750000 Penalty: 5055.253906
	Iteration 25Q: 3 clusters Score -3598571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3598574.250000 Penalty: 5055.253906
	Iteration 26Q: 3 clusters Score -3598574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3598581.750000 Penalty: 5055.253906
	Iteration 27Q: 3 clusters Score -3598582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3598579.500000 Penalty: 5055.253906
	Iteration 28Q: 3 clusters Score -3598580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3598584.250000 Penalty: 5055.253906
	Iteration 29Q: 3 clusters Score -3598584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3598588.250000 Penalty: 5055.253906
	Iteration 30Q: 3 clusters Score -3598588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3598593.500000 Penalty: 5055.253906
	Iteration 31Q: 3 clusters Score -3598594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3598594.500000 Penalty: 5055.253906
	Iteration 32Q: 3 clusters Score -3598594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3598597.500000 Penalty: 5055.253906
	Iteration 33Q: 3 clusters Score -3598598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3598605.250000 Penalty: 5055.253906
	Iteration 34Q: 3 clusters Score -3598605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3598602.500000 Penalty: 5055.253906
	Iteration 35Q: 3 clusters Score -3598602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -3598606.750000 Penalty: 5055.253906
	Iteration 36Q: 3 clusters Score -3598607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -3598608.250000 Penalty: 5055.253906
	Iteration 37Q: 3 clusters Score -3598608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -3598607.750000 Penalty: 5055.253906
	Iteration 38Q: 3 clusters Score -3598608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3598611.250000 Penalty: 5055.253906
	Iteration 39Q: 3 clusters Score -3598611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -3598613.500000 Penalty: 5055.253906
	Iteration 40F: 3 clusters Score -3598614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3598606.750000 Penalty: 5055.253906
	Iteration 41Q: 3 clusters Score -3598607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3598606.250000 Penalty: 5055.253906
	Iteration 42Q: 3 clusters Score -3598606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3598606.750000 Penalty: 5055.253906
	Iteration 43Q: 3 clusters Score -3598607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3598609.750000 Penalty: 5055.253906
	Iteration 44Q: 3 clusters Score -3598610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3598609.750000 Penalty: 5055.253906
	Iteration 45F: 3 clusters Score -3598610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (165684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165684 members 
Entering Unmasked Estep 
Score: -22653268.000000 Penalty: 2980.423828
	Iteration 0F: 2 clusters Score -2.265327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82696 members 
Mstep: Class 2 contains 82988 members 
Entering Unmasked Estep 
Score: -22542322.000000 Penalty: 5960.847656
	Iteration 0F: 3 clusters Score -2.254232e+07 nChanged 79478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79802 members 
Mstep: Class 2 contains 85882 members 
Entering Unmasked Estep 
Score: -22589144.000000 Penalty: 5960.847656
	Iteration 1F: 3 clusters Score -2.258914e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78067 members 
Mstep: Class 2 contains 87617 members 
Entering Unmasked Estep 
Score: -22590762.000000 Penalty: 5960.847656
	Iteration 2Q: 3 clusters Score -2.259076e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75499 members 
Mstep: Class 2 contains 90185 members 
Entering Unmasked Estep 
Score: -22592514.000000 Penalty: 5960.847656
	Iteration 3Q: 3 clusters Score -2.259251e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71628 members 
Mstep: Class 2 contains 94056 members 
Entering Unmasked Estep 
Score: -22595028.000000 Penalty: 5960.847656
	Iteration 4Q: 3 clusters Score -2.259503e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66037 members 
Mstep: Class 2 contains 99647 members 
Entering Unmasked Estep 
Score: -22598410.000000 Penalty: 5960.847656
	Iteration 5Q: 3 clusters Score -2.259841e+07 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 107495 members 
Entering Unmasked Estep 
Score: -22603916.000000 Penalty: 5960.847656
	Iteration 6F: 3 clusters Score -2.260392e+07 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 117446 members 
Entering Unmasked Estep 
Score: -22611784.000000 Penalty: 5960.847656
	Iteration 7F: 3 clusters Score -2.261178e+07 nChanged 11271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 128273 members 
Entering Unmasked Estep 
Score: -22620974.000000 Penalty: 5960.847656
	Iteration 8F: 3 clusters Score -2.262097e+07 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 138085 members 
Entering Unmasked Estep 
Score: -22629718.000000 Penalty: 5960.847656
	Iteration 9F: 3 clusters Score -2.262972e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 145742 members 
Entering Unmasked Estep 
Score: -22636524.000000 Penalty: 5960.847656
	Iteration 10Q: 3 clusters Score -2.263652e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 151296 members 
Entering Unmasked Estep 
Score: -22641410.000000 Penalty: 5960.847656
	Iteration 11Q: 3 clusters Score -2.264141e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 155174 members 
Entering Unmasked Estep 
Score: -22644210.000000 Penalty: 5960.847656
	Iteration 12Q: 3 clusters Score -2.264421e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 158105 members 
Entering Unmasked Estep 
Score: -22646350.000000 Penalty: 5960.847656
	Iteration 13Q: 3 clusters Score -2.264635e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 160196 members 
Entering Unmasked Estep 
Score: -22647792.000000 Penalty: 5960.847656
	Iteration 14Q: 3 clusters Score -2.264779e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 161686 members 
Entering Unmasked Estep 
Score: -22648860.000000 Penalty: 5960.847656
	Iteration 15Q: 3 clusters Score -2.264886e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 162748 members 
Entering Unmasked Estep 
Score: -22649552.000000 Penalty: 5960.847656
	Iteration 16Q: 3 clusters Score -2.264955e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 163456 members 
Entering Unmasked Estep 
Score: -22650014.000000 Penalty: 5960.847656
	Iteration 17Q: 3 clusters Score -2.265001e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 163903 members 
Entering Unmasked Estep 
Score: -22650252.000000 Penalty: 5960.847656
	Iteration 18Q: 3 clusters Score -2.265025e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 164202 members 
Entering Unmasked Estep 
Score: -22650398.000000 Penalty: 5960.847656
	Iteration 19Q: 3 clusters Score -2.26504e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 164412 members 
Entering Unmasked Estep 
Score: -22650518.000000 Penalty: 5960.847656
	Iteration 20F: 3 clusters Score -2.265052e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 164536 members 
Entering Unmasked Estep 
Score: -22650586.000000 Penalty: 5960.847656
	Iteration 21Q: 3 clusters Score -2.265059e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 164614 members 
Entering Unmasked Estep 
Score: -22650660.000000 Penalty: 5960.847656
	Iteration 22Q: 3 clusters Score -2.265066e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 164675 members 
Entering Unmasked Estep 
Score: -22650704.000000 Penalty: 5960.847656
	Iteration 23Q: 3 clusters Score -2.26507e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 164726 members 
Entering Unmasked Estep 
Score: -22650706.000000 Penalty: 5960.847656
	Iteration 24Q: 3 clusters Score -2.265071e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 164761 members 
Entering Unmasked Estep 
Score: -22650726.000000 Penalty: 5960.847656
	Iteration 25Q: 3 clusters Score -2.265073e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 164789 members 
Entering Unmasked Estep 
Score: -22650748.000000 Penalty: 5960.847656
	Iteration 26Q: 3 clusters Score -2.265075e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 164813 members 
Entering Unmasked Estep 
Score: -22650778.000000 Penalty: 5960.847656
	Iteration 27Q: 3 clusters Score -2.265078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 164828 members 
Entering Unmasked Estep 
Score: -22650770.000000 Penalty: 5960.847656
	Iteration 28Q: 3 clusters Score -2.265077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 164840 members 
Entering Unmasked Estep 
Score: -22650758.000000 Penalty: 5960.847656
	Iteration 29Q: 3 clusters Score -2.265076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 164853 members 
Entering Unmasked Estep 
Score: -22650768.000000 Penalty: 5960.847656
	Iteration 30Q: 3 clusters Score -2.265077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 164863 members 
Entering Unmasked Estep 
Score: -22650790.000000 Penalty: 5960.847656
	Iteration 31Q: 3 clusters Score -2.265079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 164869 members 
Entering Unmasked Estep 
Score: -22650796.000000 Penalty: 5960.847656
	Iteration 32Q: 3 clusters Score -2.26508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 164877 members 
Entering Unmasked Estep 
Score: -22650796.000000 Penalty: 5960.847656
	Iteration 33Q: 3 clusters Score -2.26508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 164885 members 
Entering Unmasked Estep 
Score: -22650804.000000 Penalty: 5960.847656
	Iteration 34Q: 3 clusters Score -2.26508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 164891 members 
Entering Unmasked Estep 
Score: -22650806.000000 Penalty: 5960.847656
	Iteration 35Q: 3 clusters Score -2.265081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 164899 members 
Entering Unmasked Estep 
Score: -22650794.000000 Penalty: 5960.847656
	Iteration 36Q: 3 clusters Score -2.265079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 164903 members 
Entering Unmasked Estep 
Score: -22650800.000000 Penalty: 5960.847656
	Iteration 37Q: 3 clusters Score -2.26508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 164906 members 
Entering Unmasked Estep 
Score: -22650812.000000 Penalty: 5960.847656
	Iteration 38Q: 3 clusters Score -2.265081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 164912 members 
Entering Unmasked Estep 
Score: -22650812.000000 Penalty: 5960.847656
	Iteration 39Q: 3 clusters Score -2.265081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 164919 members 
Entering Unmasked Estep 
Score: -22650822.000000 Penalty: 5960.847656
	Iteration 40F: 3 clusters Score -2.265082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 164922 members 
Entering Unmasked Estep 
Score: -22650820.000000 Penalty: 5960.847656
	Iteration 41Q: 3 clusters Score -2.265082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 164925 members 
Entering Unmasked Estep 
Score: -22650820.000000 Penalty: 5960.847656
	Iteration 42Q: 3 clusters Score -2.265082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 164926 members 
Entering Unmasked Estep 
Score: -22650816.000000 Penalty: 5960.847656
	Iteration 43Q: 3 clusters Score -2.265082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 164926 members 
Entering Unmasked Estep 
Score: -22650816.000000 Penalty: 5960.847656
	Iteration 44F: 3 clusters Score -2.265082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Entering Unmasked Estep 
Score: -494923.593750 Penalty: 2047.895874
	Iteration 0F: 2 clusters Score -494923.6 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 1871 members 
Entering Unmasked Estep 
Score: -491144.875000 Penalty: 4095.791748
	Iteration 0F: 3 clusters Score -491144.9 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -491972.093750 Penalty: 4095.791748
	Iteration 1F: 3 clusters Score -491972.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -492136.906250 Penalty: 4095.791748
	Iteration 2F: 3 clusters Score -492136.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -492247.875000 Penalty: 4095.791748
	Iteration 3Q: 3 clusters Score -492247.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -492330.343750 Penalty: 4095.791748
	Iteration 4Q: 3 clusters Score -492330.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -492397.000000 Penalty: 4095.791748
	Iteration 5Q: 3 clusters Score -492397 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -492468.406250 Penalty: 4095.791748
	Iteration 6Q: 3 clusters Score -492468.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -492523.812500 Penalty: 4095.791748
	Iteration 7Q: 3 clusters Score -492523.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -492596.187500 Penalty: 4095.791748
	Iteration 8Q: 3 clusters Score -492596.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -492659.937500 Penalty: 4095.791748
	Iteration 9Q: 3 clusters Score -492659.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -492738.687500 Penalty: 4095.791748
	Iteration 10Q: 3 clusters Score -492738.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -492811.500000 Penalty: 4095.791748
	Iteration 11Q: 3 clusters Score -492811.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -492877.687500 Penalty: 4095.791748
	Iteration 12Q: 3 clusters Score -492877.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -492936.000000 Penalty: 4095.791748
	Iteration 13Q: 3 clusters Score -492936 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -492990.156250 Penalty: 4095.791748
	Iteration 14Q: 3 clusters Score -492990.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -493039.343750 Penalty: 4095.791748
	Iteration 15Q: 3 clusters Score -493039.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -493098.218750 Penalty: 4095.791748
	Iteration 16Q: 3 clusters Score -493098.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -493144.468750 Penalty: 4095.791748
	Iteration 17Q: 3 clusters Score -493144.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -493180.937500 Penalty: 4095.791748
	Iteration 18Q: 3 clusters Score -493180.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -493212.250000 Penalty: 4095.791748
	Iteration 19Q: 3 clusters Score -493212.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -493241.812500 Penalty: 4095.791748
	Iteration 20F: 3 clusters Score -493241.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -493277.437500 Penalty: 4095.791748
	Iteration 21Q: 3 clusters Score -493277.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -493306.625000 Penalty: 4095.791748
	Iteration 22Q: 3 clusters Score -493306.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -493325.093750 Penalty: 4095.791748
	Iteration 23Q: 3 clusters Score -493325.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -493345.812500 Penalty: 4095.791748
	Iteration 24Q: 3 clusters Score -493345.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -493352.187500 Penalty: 4095.791748
	Iteration 25Q: 3 clusters Score -493352.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -493360.531250 Penalty: 4095.791748
	Iteration 26Q: 3 clusters Score -493360.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -493371.125000 Penalty: 4095.791748
	Iteration 27Q: 3 clusters Score -493371.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -493373.437500 Penalty: 4095.791748
	Iteration 28Q: 3 clusters Score -493373.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -493375.500000 Penalty: 4095.791748
	Iteration 29Q: 3 clusters Score -493375.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -493376.156250 Penalty: 4095.791748
	Iteration 30Q: 3 clusters Score -493376.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -493376.156250 Penalty: 4095.791748
	Iteration 31F: 3 clusters Score -493376.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -67265.429688 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -67265.43 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 290 members 
Entering Unmasked Estep 
Score: -65717.578125 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -65717.58 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65992.476562 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -65992.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66134.421875 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -66134.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66330.703125 Penalty: 3150.904053
	Iteration 3F: 3 clusters Score -66330.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66514.679688 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -66514.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66627.515625 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -66627.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66726.132812 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -66726.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66820.093750 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -66820.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66859.781250 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -66859.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66878.671875 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -66878.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66886.257812 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -66886.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66886.257812 Penalty: 3150.904053
	Iteration 11F: 3 clusters Score -66886.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Entering Unmasked Estep 
Score: -1375765.500000 Penalty: 2290.118896
	Iteration 0F: 2 clusters Score -1375766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1367907.250000 Penalty: 4580.237793
	Iteration 0F: 3 clusters Score -1367907 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1370362.250000 Penalty: 4580.237793
	Iteration 1F: 3 clusters Score -1370362 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1370671.875000 Penalty: 4580.237793
	Iteration 2F: 3 clusters Score -1370672 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1370892.000000 Penalty: 4580.237793
	Iteration 3Q: 3 clusters Score -1370892 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1371046.375000 Penalty: 4580.237793
	Iteration 4Q: 3 clusters Score -1371046 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1371196.625000 Penalty: 4580.237793
	Iteration 5Q: 3 clusters Score -1371197 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1371329.750000 Penalty: 4580.237793
	Iteration 6Q: 3 clusters Score -1371330 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1371444.875000 Penalty: 4580.237793
	Iteration 7Q: 3 clusters Score -1371445 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1371555.125000 Penalty: 4580.237793
	Iteration 8Q: 3 clusters Score -1371555 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1371684.250000 Penalty: 4580.237793
	Iteration 9Q: 3 clusters Score -1371684 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1371825.875000 Penalty: 4580.237793
	Iteration 10Q: 3 clusters Score -1371826 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1371956.625000 Penalty: 4580.237793
	Iteration 11Q: 3 clusters Score -1371957 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1372074.250000 Penalty: 4580.237793
	Iteration 12Q: 3 clusters Score -1372074 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1372212.375000 Penalty: 4580.237793
	Iteration 13Q: 3 clusters Score -1372212 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1372370.375000 Penalty: 4580.237793
	Iteration 14Q: 3 clusters Score -1372370 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1372520.625000 Penalty: 4580.237793
	Iteration 15Q: 3 clusters Score -1372521 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1372692.625000 Penalty: 4580.237793
	Iteration 16Q: 3 clusters Score -1372693 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1372879.000000 Penalty: 4580.237793
	Iteration 17Q: 3 clusters Score -1372879 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1373072.375000 Penalty: 4580.237793
	Iteration 18Q: 3 clusters Score -1373072 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1373224.125000 Penalty: 4580.237793
	Iteration 19Q: 3 clusters Score -1373224 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1373340.375000 Penalty: 4580.237793
	Iteration 20F: 3 clusters Score -1373340 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1373436.875000 Penalty: 4580.237793
	Iteration 21Q: 3 clusters Score -1373437 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1373522.875000 Penalty: 4580.237793
	Iteration 22Q: 3 clusters Score -1373523 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1373591.500000 Penalty: 4580.237793
	Iteration 23Q: 3 clusters Score -1373592 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1373649.250000 Penalty: 4580.237793
	Iteration 24Q: 3 clusters Score -1373649 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1373698.000000 Penalty: 4580.237793
	Iteration 25Q: 3 clusters Score -1373698 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1373739.500000 Penalty: 4580.237793
	Iteration 26Q: 3 clusters Score -1373740 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1373777.500000 Penalty: 4580.237793
	Iteration 27Q: 3 clusters Score -1373778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1373815.750000 Penalty: 4580.237793
	Iteration 28Q: 3 clusters Score -1373816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1373844.000000 Penalty: 4580.237793
	Iteration 29Q: 3 clusters Score -1373844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1373861.875000 Penalty: 4580.237793
	Iteration 30Q: 3 clusters Score -1373862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1373881.625000 Penalty: 4580.237793
	Iteration 31Q: 3 clusters Score -1373882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1373896.375000 Penalty: 4580.237793
	Iteration 32Q: 3 clusters Score -1373896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1373912.375000 Penalty: 4580.237793
	Iteration 33Q: 3 clusters Score -1373912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1373925.375000 Penalty: 4580.237793
	Iteration 34Q: 3 clusters Score -1373925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1373938.000000 Penalty: 4580.237793
	Iteration 35Q: 3 clusters Score -1373938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1373951.875000 Penalty: 4580.237793
	Iteration 36Q: 3 clusters Score -1373952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1373957.375000 Penalty: 4580.237793
	Iteration 37Q: 3 clusters Score -1373957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1373966.000000 Penalty: 4580.237793
	Iteration 38Q: 3 clusters Score -1373966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1373972.500000 Penalty: 4580.237793
	Iteration 39Q: 3 clusters Score -1373972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1373979.375000 Penalty: 4580.237793
	Iteration 40F: 3 clusters Score -1373979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1373979.000000 Penalty: 4580.237793
	Iteration 41Q: 3 clusters Score -1373979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1373985.250000 Penalty: 4580.237793
	Iteration 42Q: 3 clusters Score -1373985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1373988.750000 Penalty: 4580.237793
	Iteration 43Q: 3 clusters Score -1373989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1373990.250000 Penalty: 4580.237793
	Iteration 44Q: 3 clusters Score -1373990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1373992.000000 Penalty: 4580.237793
	Iteration 45Q: 3 clusters Score -1373992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1373993.500000 Penalty: 4580.237793
	Iteration 46Q: 3 clusters Score -1373994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1373993.625000 Penalty: 4580.237793
	Iteration 47Q: 3 clusters Score -1373994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1373993.625000 Penalty: 4580.237793
	Iteration 48F: 3 clusters Score -1373994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -278699.468750 Penalty: 1905.598267
	Iteration 0F: 2 clusters Score -278699.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -275962.125000 Penalty: 3811.196533
	Iteration 0F: 3 clusters Score -275962.1 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -276552.875000 Penalty: 3811.196533
	Iteration 1F: 3 clusters Score -276552.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -276840.312500 Penalty: 3811.196533
	Iteration 2F: 3 clusters Score -276840.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -276999.687500 Penalty: 3811.196533
	Iteration 3F: 3 clusters Score -276999.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -277107.250000 Penalty: 3811.196533
	Iteration 4Q: 3 clusters Score -277107.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -277198.687500 Penalty: 3811.196533
	Iteration 5Q: 3 clusters Score -277198.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -277287.500000 Penalty: 3811.196533
	Iteration 6Q: 3 clusters Score -277287.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -277355.625000 Penalty: 3811.196533
	Iteration 7Q: 3 clusters Score -277355.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -277402.687500 Penalty: 3811.196533
	Iteration 8Q: 3 clusters Score -277402.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -277440.031250 Penalty: 3811.196533
	Iteration 9Q: 3 clusters Score -277440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -277460.375000 Penalty: 3811.196533
	Iteration 10Q: 3 clusters Score -277460.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -277480.468750 Penalty: 3811.196533
	Iteration 11Q: 3 clusters Score -277480.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -277495.468750 Penalty: 3811.196533
	Iteration 12Q: 3 clusters Score -277495.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -277506.593750 Penalty: 3811.196533
	Iteration 13Q: 3 clusters Score -277506.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -277523.750000 Penalty: 3811.196533
	Iteration 14Q: 3 clusters Score -277523.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -277532.281250 Penalty: 3811.196533
	Iteration 15Q: 3 clusters Score -277532.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -277538.531250 Penalty: 3811.196533
	Iteration 16Q: 3 clusters Score -277538.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -277545.968750 Penalty: 3811.196533
	Iteration 17Q: 3 clusters Score -277546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -277558.000000 Penalty: 3811.196533
	Iteration 18Q: 3 clusters Score -277558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -277563.062500 Penalty: 3811.196533
	Iteration 19Q: 3 clusters Score -277563.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -277587.781250 Penalty: 3811.196533
	Iteration 20F: 3 clusters Score -277587.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -277612.812500 Penalty: 3811.196533
	Iteration 21Q: 3 clusters Score -277612.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -277662.375000 Penalty: 3811.196533
	Iteration 22Q: 3 clusters Score -277662.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -277746.375000 Penalty: 3811.196533
	Iteration 23Q: 3 clusters Score -277746.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -277815.343750 Penalty: 3811.196533
	Iteration 24Q: 3 clusters Score -277815.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -277858.312500 Penalty: 3811.196533
	Iteration 25Q: 3 clusters Score -277858.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -277890.812500 Penalty: 3811.196533
	Iteration 26Q: 3 clusters Score -277890.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -277906.968750 Penalty: 3811.196533
	Iteration 27Q: 3 clusters Score -277907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -277910.625000 Penalty: 3811.196533
	Iteration 28Q: 3 clusters Score -277910.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -277914.062500 Penalty: 3811.196533
	Iteration 29Q: 3 clusters Score -277914.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -277918.750000 Penalty: 3811.196533
	Iteration 30Q: 3 clusters Score -277918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -277919.781250 Penalty: 3811.196533
	Iteration 31Q: 3 clusters Score -277919.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -277919.781250 Penalty: 3811.196533
	Iteration 32F: 3 clusters Score -277919.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Entering Unmasked Estep 
Score: -4812002.000000 Penalty: 2615.009521
	Iteration 0F: 2 clusters Score -4812002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -4786177.000000 Penalty: 5230.019043
	Iteration 0F: 3 clusters Score -4786177 nChanged 17303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -4795974.500000 Penalty: 5230.019043
	Iteration 1F: 3 clusters Score -4795974 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -4796905.000000 Penalty: 5230.019043
	Iteration 2F: 3 clusters Score -4796905 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -4797827.000000 Penalty: 5230.019043
	Iteration 3F: 3 clusters Score -4797827 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -4798855.500000 Penalty: 5230.019043
	Iteration 4F: 3 clusters Score -4798856 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -4799980.500000 Penalty: 5230.019043
	Iteration 5F: 3 clusters Score -4799980 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -4801220.000000 Penalty: 5230.019043
	Iteration 6F: 3 clusters Score -4801220 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -4802467.500000 Penalty: 5230.019043
	Iteration 7F: 3 clusters Score -4802468 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -4803768.000000 Penalty: 5230.019043
	Iteration 8F: 3 clusters Score -4803768 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -4804981.000000 Penalty: 5230.019043
	Iteration 9Q: 3 clusters Score -4804981 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -4806167.500000 Penalty: 5230.019043
	Iteration 10Q: 3 clusters Score -4806168 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -4807277.000000 Penalty: 5230.019043
	Iteration 11Q: 3 clusters Score -4807277 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -4808230.000000 Penalty: 5230.019043
	Iteration 12Q: 3 clusters Score -4808230 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -4808984.000000 Penalty: 5230.019043
	Iteration 13Q: 3 clusters Score -4808984 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4809608.000000 Penalty: 5230.019043
	Iteration 14Q: 3 clusters Score -4809608 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4810025.500000 Penalty: 5230.019043
	Iteration 15Q: 3 clusters Score -4810026 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4810312.500000 Penalty: 5230.019043
	Iteration 16Q: 3 clusters Score -4810312 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4810490.000000 Penalty: 5230.019043
	Iteration 17Q: 3 clusters Score -4810490 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4810654.000000 Penalty: 5230.019043
	Iteration 18Q: 3 clusters Score -4810654 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4810787.000000 Penalty: 5230.019043
	Iteration 19Q: 3 clusters Score -4810787 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4810905.500000 Penalty: 5230.019043
	Iteration 20F: 3 clusters Score -4810906 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4810951.500000 Penalty: 5230.019043
	Iteration 21Q: 3 clusters Score -4810952 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4810993.000000 Penalty: 5230.019043
	Iteration 22Q: 3 clusters Score -4810993 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4811031.500000 Penalty: 5230.019043
	Iteration 23Q: 3 clusters Score -4811032 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4811043.500000 Penalty: 5230.019043
	Iteration 24Q: 3 clusters Score -4811044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4811045.000000 Penalty: 5230.019043
	Iteration 25Q: 3 clusters Score -4811045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4811063.500000 Penalty: 5230.019043
	Iteration 26Q: 3 clusters Score -4811064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4811061.500000 Penalty: 5230.019043
	Iteration 27Q: 3 clusters Score -4811062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -4811061.000000 Penalty: 5230.019043
	Iteration 28Q: 3 clusters Score -4811061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4811061.500000 Penalty: 5230.019043
	Iteration 29Q: 3 clusters Score -4811062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4811068.000000 Penalty: 5230.019043
	Iteration 30Q: 3 clusters Score -4811068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4811070.500000 Penalty: 5230.019043
	Iteration 31Q: 3 clusters Score -4811070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4811072.500000 Penalty: 5230.019043
	Iteration 32Q: 3 clusters Score -4811072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4811065.500000 Penalty: 5230.019043
	Iteration 33Q: 3 clusters Score -4811066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4811068.500000 Penalty: 5230.019043
	Iteration 34Q: 3 clusters Score -4811068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4811066.000000 Penalty: 5230.019043
	Iteration 35Q: 3 clusters Score -4811066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4811066.000000 Penalty: 5230.019043
	Iteration 36F: 3 clusters Score -4811066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Entering Unmasked Estep 
Score: -2239959.500000 Penalty: 2407.226807
	Iteration 0F: 2 clusters Score -2239960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2228196.250000 Penalty: 4814.453613
	Iteration 0F: 3 clusters Score -2228196 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2232015.750000 Penalty: 4814.453613
	Iteration 1F: 3 clusters Score -2232016 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2232484.750000 Penalty: 4814.453613
	Iteration 2F: 3 clusters Score -2232485 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2232873.500000 Penalty: 4814.453613
	Iteration 3F: 3 clusters Score -2232874 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2233251.000000 Penalty: 4814.453613
	Iteration 4Q: 3 clusters Score -2233251 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2233651.000000 Penalty: 4814.453613
	Iteration 5Q: 3 clusters Score -2233651 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2234080.500000 Penalty: 4814.453613
	Iteration 6Q: 3 clusters Score -2234080 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2234511.750000 Penalty: 4814.453613
	Iteration 7Q: 3 clusters Score -2234512 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2234936.750000 Penalty: 4814.453613
	Iteration 8Q: 3 clusters Score -2234937 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2235409.750000 Penalty: 4814.453613
	Iteration 9Q: 3 clusters Score -2235410 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2235811.500000 Penalty: 4814.453613
	Iteration 10Q: 3 clusters Score -2235812 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2236211.500000 Penalty: 4814.453613
	Iteration 11Q: 3 clusters Score -2236212 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2236613.500000 Penalty: 4814.453613
	Iteration 12Q: 3 clusters Score -2236614 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2236935.000000 Penalty: 4814.453613
	Iteration 13Q: 3 clusters Score -2236935 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2237176.750000 Penalty: 4814.453613
	Iteration 14Q: 3 clusters Score -2237177 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2237359.000000 Penalty: 4814.453613
	Iteration 15Q: 3 clusters Score -2237359 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2237501.500000 Penalty: 4814.453613
	Iteration 16Q: 3 clusters Score -2237502 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2237615.000000 Penalty: 4814.453613
	Iteration 17Q: 3 clusters Score -2237615 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2237698.750000 Penalty: 4814.453613
	Iteration 18Q: 3 clusters Score -2237699 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2237740.750000 Penalty: 4814.453613
	Iteration 19Q: 3 clusters Score -2237741 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2237774.250000 Penalty: 4814.453613
	Iteration 20F: 3 clusters Score -2237774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2237801.500000 Penalty: 4814.453613
	Iteration 21Q: 3 clusters Score -2237802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2237816.750000 Penalty: 4814.453613
	Iteration 22Q: 3 clusters Score -2237817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2237842.250000 Penalty: 4814.453613
	Iteration 23Q: 3 clusters Score -2237842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2237856.500000 Penalty: 4814.453613
	Iteration 24Q: 3 clusters Score -2237856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2237872.000000 Penalty: 4814.453613
	Iteration 25Q: 3 clusters Score -2237872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2237890.000000 Penalty: 4814.453613
	Iteration 26Q: 3 clusters Score -2237890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2237904.750000 Penalty: 4814.453613
	Iteration 27Q: 3 clusters Score -2237905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2237916.000000 Penalty: 4814.453613
	Iteration 28Q: 3 clusters Score -2237916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2237925.500000 Penalty: 4814.453613
	Iteration 29Q: 3 clusters Score -2237926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2237935.500000 Penalty: 4814.453613
	Iteration 30Q: 3 clusters Score -2237936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2237944.250000 Penalty: 4814.453613
	Iteration 31Q: 3 clusters Score -2237944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2237952.000000 Penalty: 4814.453613
	Iteration 32Q: 3 clusters Score -2237952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2237957.750000 Penalty: 4814.453613
	Iteration 33Q: 3 clusters Score -2237958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2237961.000000 Penalty: 4814.453613
	Iteration 34Q: 3 clusters Score -2237961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2237974.500000 Penalty: 4814.453613
	Iteration 35Q: 3 clusters Score -2237974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2237976.500000 Penalty: 4814.453613
	Iteration 36Q: 3 clusters Score -2237976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2237980.250000 Penalty: 4814.453613
	Iteration 37Q: 3 clusters Score -2237980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2237986.500000 Penalty: 4814.453613
	Iteration 38Q: 3 clusters Score -2237986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2237986.000000 Penalty: 4814.453613
	Iteration 39Q: 3 clusters Score -2237986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2237992.500000 Penalty: 4814.453613
	Iteration 40F: 3 clusters Score -2237992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2237996.250000 Penalty: 4814.453613
	Iteration 41Q: 3 clusters Score -2237996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2238000.000000 Penalty: 4814.453613
	Iteration 42Q: 3 clusters Score -2238000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2238005.250000 Penalty: 4814.453613
	Iteration 43Q: 3 clusters Score -2238005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2238004.250000 Penalty: 4814.453613
	Iteration 44Q: 3 clusters Score -2238004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2238005.500000 Penalty: 4814.453613
	Iteration 45Q: 3 clusters Score -2238006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2238004.000000 Penalty: 4814.453613
	Iteration 46Q: 3 clusters Score -2238004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2238004.000000 Penalty: 4814.453613
	Iteration 47F: 3 clusters Score -2238004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Entering Unmasked Estep 
Score: -2397463.000000 Penalty: 2431.295654
	Iteration 0F: 2 clusters Score -2397463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2384600.000000 Penalty: 4862.591309
	Iteration 0F: 3 clusters Score -2384600 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2388800.750000 Penalty: 4862.591309
	Iteration 1F: 3 clusters Score -2388801 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2389276.750000 Penalty: 4862.591309
	Iteration 2F: 3 clusters Score -2389277 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2389736.750000 Penalty: 4862.591309
	Iteration 3F: 3 clusters Score -2389737 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2390209.000000 Penalty: 4862.591309
	Iteration 4Q: 3 clusters Score -2390209 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2390732.750000 Penalty: 4862.591309
	Iteration 5F: 3 clusters Score -2390733 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2391274.500000 Penalty: 4862.591309
	Iteration 6F: 3 clusters Score -2391274 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2391781.750000 Penalty: 4862.591309
	Iteration 7F: 3 clusters Score -2391782 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2392283.750000 Penalty: 4862.591309
	Iteration 8F: 3 clusters Score -2392284 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2392749.250000 Penalty: 4862.591309
	Iteration 9Q: 3 clusters Score -2392749 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2393107.500000 Penalty: 4862.591309
	Iteration 10Q: 3 clusters Score -2393108 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2393346.500000 Penalty: 4862.591309
	Iteration 11Q: 3 clusters Score -2393346 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2393487.500000 Penalty: 4862.591309
	Iteration 12Q: 3 clusters Score -2393488 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2393601.250000 Penalty: 4862.591309
	Iteration 13Q: 3 clusters Score -2393601 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2393667.750000 Penalty: 4862.591309
	Iteration 14Q: 3 clusters Score -2393668 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2393736.750000 Penalty: 4862.591309
	Iteration 15Q: 3 clusters Score -2393737 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2393796.000000 Penalty: 4862.591309
	Iteration 16Q: 3 clusters Score -2393796 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2393829.250000 Penalty: 4862.591309
	Iteration 17Q: 3 clusters Score -2393829 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2393861.000000 Penalty: 4862.591309
	Iteration 18Q: 3 clusters Score -2393861 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2393911.250000 Penalty: 4862.591309
	Iteration 19Q: 3 clusters Score -2393911 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2393952.500000 Penalty: 4862.591309
	Iteration 20F: 3 clusters Score -2393952 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2393985.000000 Penalty: 4862.591309
	Iteration 21Q: 3 clusters Score -2393985 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2394019.750000 Penalty: 4862.591309
	Iteration 22Q: 3 clusters Score -2394020 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2394070.250000 Penalty: 4862.591309
	Iteration 23Q: 3 clusters Score -2394070 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2394122.000000 Penalty: 4862.591309
	Iteration 24Q: 3 clusters Score -2394122 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2394183.500000 Penalty: 4862.591309
	Iteration 25Q: 3 clusters Score -2394184 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2394239.000000 Penalty: 4862.591309
	Iteration 26Q: 3 clusters Score -2394239 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2394289.500000 Penalty: 4862.591309
	Iteration 27Q: 3 clusters Score -2394290 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2394350.250000 Penalty: 4862.591309
	Iteration 28Q: 3 clusters Score -2394350 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2394400.750000 Penalty: 4862.591309
	Iteration 29Q: 3 clusters Score -2394401 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2394452.250000 Penalty: 4862.591309
	Iteration 30Q: 3 clusters Score -2394452 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2394517.250000 Penalty: 4862.591309
	Iteration 31Q: 3 clusters Score -2394517 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2394589.500000 Penalty: 4862.591309
	Iteration 32Q: 3 clusters Score -2394590 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2394670.000000 Penalty: 4862.591309
	Iteration 33Q: 3 clusters Score -2394670 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2394736.500000 Penalty: 4862.591309
	Iteration 34Q: 3 clusters Score -2394736 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2394802.500000 Penalty: 4862.591309
	Iteration 35Q: 3 clusters Score -2394802 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2394873.750000 Penalty: 4862.591309
	Iteration 36Q: 3 clusters Score -2394874 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2394948.250000 Penalty: 4862.591309
	Iteration 37Q: 3 clusters Score -2394948 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2395018.500000 Penalty: 4862.591309
	Iteration 38Q: 3 clusters Score -2395018 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2395063.000000 Penalty: 4862.591309
	Iteration 39Q: 3 clusters Score -2395063 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2395098.750000 Penalty: 4862.591309
	Iteration 40F: 3 clusters Score -2395099 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2395142.500000 Penalty: 4862.591309
	Iteration 41Q: 3 clusters Score -2395142 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2395158.000000 Penalty: 4862.591309
	Iteration 42Q: 3 clusters Score -2395158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2395185.500000 Penalty: 4862.591309
	Iteration 43Q: 3 clusters Score -2395186 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2395199.750000 Penalty: 4862.591309
	Iteration 44Q: 3 clusters Score -2395200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2395219.000000 Penalty: 4862.591309
	Iteration 45Q: 3 clusters Score -2395219 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2395245.000000 Penalty: 4862.591309
	Iteration 46Q: 3 clusters Score -2395245 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2395257.750000 Penalty: 4862.591309
	Iteration 47Q: 3 clusters Score -2395258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2395274.250000 Penalty: 4862.591309
	Iteration 48Q: 3 clusters Score -2395274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2395289.750000 Penalty: 4862.591309
	Iteration 49Q: 3 clusters Score -2395290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2395312.250000 Penalty: 4862.591309
	Iteration 50Q: 3 clusters Score -2395312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2395318.000000 Penalty: 4862.591309
	Iteration 51Q: 3 clusters Score -2395318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2395333.250000 Penalty: 4862.591309
	Iteration 52Q: 3 clusters Score -2395333 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2395346.500000 Penalty: 4862.591309
	Iteration 53Q: 3 clusters Score -2395346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2395360.250000 Penalty: 4862.591309
	Iteration 54Q: 3 clusters Score -2395360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2395369.750000 Penalty: 4862.591309
	Iteration 55Q: 3 clusters Score -2395370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2395378.750000 Penalty: 4862.591309
	Iteration 56Q: 3 clusters Score -2395379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2395382.750000 Penalty: 4862.591309
	Iteration 57Q: 3 clusters Score -2395383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2395396.000000 Penalty: 4862.591309
	Iteration 58Q: 3 clusters Score -2395396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2395406.250000 Penalty: 4862.591309
	Iteration 59Q: 3 clusters Score -2395406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2395407.750000 Penalty: 4862.591309
	Iteration 60F: 3 clusters Score -2395408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2395412.000000 Penalty: 4862.591309
	Iteration 61Q: 3 clusters Score -2395412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2395415.250000 Penalty: 4862.591309
	Iteration 62Q: 3 clusters Score -2395415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2395425.000000 Penalty: 4862.591309
	Iteration 63Q: 3 clusters Score -2395425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2395420.750000 Penalty: 4862.591309
	Iteration 64Q: 3 clusters Score -2395421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2395431.500000 Penalty: 4862.591309
	Iteration 65Q: 3 clusters Score -2395432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2395440.750000 Penalty: 4862.591309
	Iteration 66Q: 3 clusters Score -2395441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2395448.750000 Penalty: 4862.591309
	Iteration 67Q: 3 clusters Score -2395449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2395449.250000 Penalty: 4862.591309
	Iteration 68Q: 3 clusters Score -2395449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2395448.250000 Penalty: 4862.591309
	Iteration 69Q: 3 clusters Score -2395448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2395447.500000 Penalty: 4862.591309
	Iteration 70Q: 3 clusters Score -2395448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2395447.500000 Penalty: 4862.591309
	Iteration 71F: 3 clusters Score -2395448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -67146.695312 Penalty: 1552.849976
	Iteration 0F: 2 clusters Score -67146.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65624.484375 Penalty: 3105.699951
	Iteration 0F: 3 clusters Score -65624.48 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65753.062500 Penalty: 3105.699951
	Iteration 1F: 3 clusters Score -65753.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65800.070312 Penalty: 3105.699951
	Iteration 2Q: 3 clusters Score -65800.07 nChanged 14
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: -65829.523438 Penalty: 3105.699951
	Iteration 3Q: 3 clusters Score -65829.52 nChanged 10
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: -65859.726562 Penalty: 3105.699951
	Iteration 4Q: 3 clusters Score -65859.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -65872.843750 Penalty: 3105.699951
	Iteration 5Q: 3 clusters Score -65872.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -65881.585938 Penalty: 3105.699951
	Iteration 6Q: 3 clusters Score -65881.59 nChanged 6
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: -65887.640625 Penalty: 3105.699951
	Iteration 7Q: 3 clusters Score -65887.64 nChanged 1
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: -65888.226562 Penalty: 3105.699951
	Iteration 8Q: 3 clusters Score -65888.23 nChanged 0
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: -65888.226562 Penalty: 3105.699951
	Iteration 9F: 3 clusters Score -65888.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Entering Unmasked Estep 
Score: -2292822.250000 Penalty: 2413.488770
	Iteration 0F: 2 clusters Score -2292822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2280732.250000 Penalty: 4826.977539
	Iteration 0F: 3 clusters Score -2280732 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2284700.750000 Penalty: 4826.977539
	Iteration 1F: 3 clusters Score -2284701 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2285039.750000 Penalty: 4826.977539
	Iteration 2F: 3 clusters Score -2285040 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2285345.500000 Penalty: 4826.977539
	Iteration 3Q: 3 clusters Score -2285346 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2285605.000000 Penalty: 4826.977539
	Iteration 4Q: 3 clusters Score -2285605 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2285902.000000 Penalty: 4826.977539
	Iteration 5Q: 3 clusters Score -2285902 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2286251.000000 Penalty: 4826.977539
	Iteration 6Q: 3 clusters Score -2286251 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2286709.000000 Penalty: 4826.977539
	Iteration 7Q: 3 clusters Score -2286709 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2287313.500000 Penalty: 4826.977539
	Iteration 8F: 3 clusters Score -2287314 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2288041.500000 Penalty: 4826.977539
	Iteration 9F: 3 clusters Score -2288042 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2288729.000000 Penalty: 4826.977539
	Iteration 10F: 3 clusters Score -2288729 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2289332.500000 Penalty: 4826.977539
	Iteration 11Q: 3 clusters Score -2289332 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2289842.750000 Penalty: 4826.977539
	Iteration 12Q: 3 clusters Score -2289843 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2290178.250000 Penalty: 4826.977539
	Iteration 13Q: 3 clusters Score -2290178 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2290440.500000 Penalty: 4826.977539
	Iteration 14Q: 3 clusters Score -2290440 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2290604.750000 Penalty: 4826.977539
	Iteration 15Q: 3 clusters Score -2290605 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2290725.750000 Penalty: 4826.977539
	Iteration 16Q: 3 clusters Score -2290726 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2290784.250000 Penalty: 4826.977539
	Iteration 17Q: 3 clusters Score -2290784 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2290820.500000 Penalty: 4826.977539
	Iteration 18Q: 3 clusters Score -2290820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2290863.250000 Penalty: 4826.977539
	Iteration 19Q: 3 clusters Score -2290863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2290881.250000 Penalty: 4826.977539
	Iteration 20F: 3 clusters Score -2290881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2290888.500000 Penalty: 4826.977539
	Iteration 21Q: 3 clusters Score -2290888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2290893.750000 Penalty: 4826.977539
	Iteration 22Q: 3 clusters Score -2290894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2290901.000000 Penalty: 4826.977539
	Iteration 23Q: 3 clusters Score -2290901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2290903.250000 Penalty: 4826.977539
	Iteration 24Q: 3 clusters Score -2290903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2290902.500000 Penalty: 4826.977539
	Iteration 25Q: 3 clusters Score -2290902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2290909.250000 Penalty: 4826.977539
	Iteration 26Q: 3 clusters Score -2290909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2290910.000000 Penalty: 4826.977539
	Iteration 27Q: 3 clusters Score -2290910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2290911.750000 Penalty: 4826.977539
	Iteration 28Q: 3 clusters Score -2290912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2290910.750000 Penalty: 4826.977539
	Iteration 29Q: 3 clusters Score -2290911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2290913.500000 Penalty: 4826.977539
	Iteration 30Q: 3 clusters Score -2290914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2290916.750000 Penalty: 4826.977539
	Iteration 31Q: 3 clusters Score -2290917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2290916.750000 Penalty: 4826.977539
	Iteration 32Q: 3 clusters Score -2290917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2290919.250000 Penalty: 4826.977539
	Iteration 33Q: 3 clusters Score -2290919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2290918.000000 Penalty: 4826.977539
	Iteration 34Q: 3 clusters Score -2290918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2290919.750000 Penalty: 4826.977539
	Iteration 35Q: 3 clusters Score -2290920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2290921.250000 Penalty: 4826.977539
	Iteration 36Q: 3 clusters Score -2290921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2290921.250000 Penalty: 4826.977539
	Iteration 37F: 3 clusters Score -2290921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Entering Unmasked Estep 
Score: -5247700.000000 Penalty: 2613.568359
	Iteration 0F: 2 clusters Score -5247700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -5222072.000000 Penalty: 5227.136719
	Iteration 0F: 3 clusters Score -5222072 nChanged 17136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -5231448.000000 Penalty: 5227.136719
	Iteration 1F: 3 clusters Score -5231448 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -5232051.000000 Penalty: 5227.136719
	Iteration 2Q: 3 clusters Score -5232051 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -5232730.500000 Penalty: 5227.136719
	Iteration 3Q: 3 clusters Score -5232730 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -5233615.000000 Penalty: 5227.136719
	Iteration 4Q: 3 clusters Score -5233615 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -5234833.500000 Penalty: 5227.136719
	Iteration 5F: 3 clusters Score -5234834 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -5236486.000000 Penalty: 5227.136719
	Iteration 6F: 3 clusters Score -5236486 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -5238482.000000 Penalty: 5227.136719
	Iteration 7F: 3 clusters Score -5238482 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -5240516.500000 Penalty: 5227.136719
	Iteration 8F: 3 clusters Score -5240516 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -5242360.000000 Penalty: 5227.136719
	Iteration 9F: 3 clusters Score -5242360 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -5243657.000000 Penalty: 5227.136719
	Iteration 10Q: 3 clusters Score -5243657 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -5244490.000000 Penalty: 5227.136719
	Iteration 11Q: 3 clusters Score -5244490 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -5244881.500000 Penalty: 5227.136719
	Iteration 12Q: 3 clusters Score -5244882 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5245115.000000 Penalty: 5227.136719
	Iteration 13Q: 3 clusters Score -5245115 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5245260.000000 Penalty: 5227.136719
	Iteration 14Q: 3 clusters Score -5245260 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -5245369.000000 Penalty: 5227.136719
	Iteration 15Q: 3 clusters Score -5245369 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5245456.000000 Penalty: 5227.136719
	Iteration 16Q: 3 clusters Score -5245456 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5245503.000000 Penalty: 5227.136719
	Iteration 17Q: 3 clusters Score -5245503 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5245549.500000 Penalty: 5227.136719
	Iteration 18Q: 3 clusters Score -5245550 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5245573.500000 Penalty: 5227.136719
	Iteration 19Q: 3 clusters Score -5245574 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5245589.000000 Penalty: 5227.136719
	Iteration 20F: 3 clusters Score -5245589 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5245616.000000 Penalty: 5227.136719
	Iteration 21Q: 3 clusters Score -5245616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5245629.000000 Penalty: 5227.136719
	Iteration 22Q: 3 clusters Score -5245629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5245638.500000 Penalty: 5227.136719
	Iteration 23Q: 3 clusters Score -5245638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5245650.500000 Penalty: 5227.136719
	Iteration 24Q: 3 clusters Score -5245650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5245650.500000 Penalty: 5227.136719
	Iteration 25Q: 3 clusters Score -5245650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5245661.500000 Penalty: 5227.136719
	Iteration 26Q: 3 clusters Score -5245662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5245664.000000 Penalty: 5227.136719
	Iteration 27Q: 3 clusters Score -5245664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5245668.000000 Penalty: 5227.136719
	Iteration 28Q: 3 clusters Score -5245668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5245672.000000 Penalty: 5227.136719
	Iteration 29Q: 3 clusters Score -5245672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5245686.000000 Penalty: 5227.136719
	Iteration 30Q: 3 clusters Score -5245686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5245690.500000 Penalty: 5227.136719
	Iteration 31Q: 3 clusters Score -5245690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5245692.500000 Penalty: 5227.136719
	Iteration 32Q: 3 clusters Score -5245692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5245695.500000 Penalty: 5227.136719
	Iteration 33Q: 3 clusters Score -5245696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5245698.500000 Penalty: 5227.136719
	Iteration 34Q: 3 clusters Score -5245698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5245696.000000 Penalty: 5227.136719
	Iteration 35Q: 3 clusters Score -5245696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5245704.000000 Penalty: 5227.136719
	Iteration 36Q: 3 clusters Score -5245704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5245705.000000 Penalty: 5227.136719
	Iteration 37Q: 3 clusters Score -5245705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5245697.500000 Penalty: 5227.136719
	Iteration 38Q: 3 clusters Score -5245698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5245699.500000 Penalty: 5227.136719
	Iteration 39Q: 3 clusters Score -5245700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5245707.500000 Penalty: 5227.136719
	Iteration 40F: 3 clusters Score -5245708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5245707.000000 Penalty: 5227.136719
	Iteration 41Q: 3 clusters Score -5245707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5245705.500000 Penalty: 5227.136719
	Iteration 42Q: 3 clusters Score -5245706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5245707.000000 Penalty: 5227.136719
	Iteration 43Q: 3 clusters Score -5245707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5245709.500000 Penalty: 5227.136719
	Iteration 44Q: 3 clusters Score -5245710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5245710.000000 Penalty: 5227.136719
	Iteration 45Q: 3 clusters Score -5245710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5245712.500000 Penalty: 5227.136719
	Iteration 46Q: 3 clusters Score -5245712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5245709.500000 Penalty: 5227.136719
	Iteration 47Q: 3 clusters Score -5245710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5245711.000000 Penalty: 5227.136719
	Iteration 48Q: 3 clusters Score -5245711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5245711.000000 Penalty: 5227.136719
	Iteration 49F: 3 clusters Score -5245711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Entering Unmasked Estep 
Score: -496714.625000 Penalty: 2039.393066
	Iteration 0F: 2 clusters Score -496714.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -493003.062500 Penalty: 4078.786133
	Iteration 0F: 3 clusters Score -493003.1 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -493801.468750 Penalty: 4078.786133
	Iteration 1F: 3 clusters Score -493801.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -493983.937500 Penalty: 4078.786133
	Iteration 2F: 3 clusters Score -493983.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -494099.218750 Penalty: 4078.786133
	Iteration 3Q: 3 clusters Score -494099.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -494201.562500 Penalty: 4078.786133
	Iteration 4Q: 3 clusters Score -494201.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -494274.750000 Penalty: 4078.786133
	Iteration 5Q: 3 clusters Score -494274.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -494333.406250 Penalty: 4078.786133
	Iteration 6Q: 3 clusters Score -494333.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -494388.843750 Penalty: 4078.786133
	Iteration 7Q: 3 clusters Score -494388.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -494434.718750 Penalty: 4078.786133
	Iteration 8Q: 3 clusters Score -494434.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -494471.812500 Penalty: 4078.786133
	Iteration 9Q: 3 clusters Score -494471.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -494499.187500 Penalty: 4078.786133
	Iteration 10Q: 3 clusters Score -494499.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -494529.343750 Penalty: 4078.786133
	Iteration 11Q: 3 clusters Score -494529.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -494561.781250 Penalty: 4078.786133
	Iteration 12Q: 3 clusters Score -494561.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -494593.250000 Penalty: 4078.786133
	Iteration 13Q: 3 clusters Score -494593.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -494616.781250 Penalty: 4078.786133
	Iteration 14Q: 3 clusters Score -494616.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -494632.562500 Penalty: 4078.786133
	Iteration 15Q: 3 clusters Score -494632.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -494644.343750 Penalty: 4078.786133
	Iteration 16Q: 3 clusters Score -494644.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -494657.531250 Penalty: 4078.786133
	Iteration 17Q: 3 clusters Score -494657.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -494671.062500 Penalty: 4078.786133
	Iteration 18Q: 3 clusters Score -494671.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -494685.625000 Penalty: 4078.786133
	Iteration 19Q: 3 clusters Score -494685.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -494699.781250 Penalty: 4078.786133
	Iteration 20F: 3 clusters Score -494699.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -494707.718750 Penalty: 4078.786133
	Iteration 21Q: 3 clusters Score -494707.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -494714.875000 Penalty: 4078.786133
	Iteration 22Q: 3 clusters Score -494714.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -494723.593750 Penalty: 4078.786133
	Iteration 23Q: 3 clusters Score -494723.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -494734.562500 Penalty: 4078.786133
	Iteration 24Q: 3 clusters Score -494734.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -494741.843750 Penalty: 4078.786133
	Iteration 25Q: 3 clusters Score -494741.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -494749.093750 Penalty: 4078.786133
	Iteration 26Q: 3 clusters Score -494749.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -494760.531250 Penalty: 4078.786133
	Iteration 27Q: 3 clusters Score -494760.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -494772.687500 Penalty: 4078.786133
	Iteration 28Q: 3 clusters Score -494772.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -494780.843750 Penalty: 4078.786133
	Iteration 29Q: 3 clusters Score -494780.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -494787.531250 Penalty: 4078.786133
	Iteration 30Q: 3 clusters Score -494787.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -494792.343750 Penalty: 4078.786133
	Iteration 31Q: 3 clusters Score -494792.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -494797.312500 Penalty: 4078.786133
	Iteration 32Q: 3 clusters Score -494797.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -494801.906250 Penalty: 4078.786133
	Iteration 33Q: 3 clusters Score -494801.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -494803.687500 Penalty: 4078.786133
	Iteration 34Q: 3 clusters Score -494803.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -494805.093750 Penalty: 4078.786133
	Iteration 35Q: 3 clusters Score -494805.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -494806.187500 Penalty: 4078.786133
	Iteration 36Q: 3 clusters Score -494806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -494807.281250 Penalty: 4078.786133
	Iteration 37Q: 3 clusters Score -494807.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -494807.656250 Penalty: 4078.786133
	Iteration 38Q: 3 clusters Score -494807.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -494807.843750 Penalty: 4078.786133
	Iteration 39Q: 3 clusters Score -494807.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -494809.968750 Penalty: 4078.786133
	Iteration 40F: 3 clusters Score -494810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -494811.906250 Penalty: 4078.786133
	Iteration 41Q: 3 clusters Score -494811.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -494813.406250 Penalty: 4078.786133
	Iteration 42Q: 3 clusters Score -494813.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -494816.093750 Penalty: 4078.786133
	Iteration 43Q: 3 clusters Score -494816.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -494820.281250 Penalty: 4078.786133
	Iteration 44Q: 3 clusters Score -494820.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -494824.750000 Penalty: 4078.786133
	Iteration 45Q: 3 clusters Score -494824.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -494827.406250 Penalty: 4078.786133
	Iteration 46Q: 3 clusters Score -494827.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -494831.218750 Penalty: 4078.786133
	Iteration 47Q: 3 clusters Score -494831.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -494834.156250 Penalty: 4078.786133
	Iteration 48Q: 3 clusters Score -494834.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -494836.750000 Penalty: 4078.786133
	Iteration 49Q: 3 clusters Score -494836.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -494839.625000 Penalty: 4078.786133
	Iteration 50Q: 3 clusters Score -494839.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -494843.125000 Penalty: 4078.786133
	Iteration 51Q: 3 clusters Score -494843.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -494846.843750 Penalty: 4078.786133
	Iteration 52Q: 3 clusters Score -494846.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -494848.781250 Penalty: 4078.786133
	Iteration 53Q: 3 clusters Score -494848.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -494850.281250 Penalty: 4078.786133
	Iteration 54Q: 3 clusters Score -494850.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -494851.187500 Penalty: 4078.786133
	Iteration 55Q: 3 clusters Score -494851.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -494853.562500 Penalty: 4078.786133
	Iteration 56Q: 3 clusters Score -494853.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -494854.093750 Penalty: 4078.786133
	Iteration 57Q: 3 clusters Score -494854.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -494855.218750 Penalty: 4078.786133
	Iteration 58Q: 3 clusters Score -494855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -494855.875000 Penalty: 4078.786133
	Iteration 59Q: 3 clusters Score -494855.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -494856.125000 Penalty: 4078.786133
	Iteration 60F: 3 clusters Score -494856.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -494856.250000 Penalty: 4078.786133
	Iteration 61Q: 3 clusters Score -494856.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -494857.156250 Penalty: 4078.786133
	Iteration 62Q: 3 clusters Score -494857.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -494857.156250 Penalty: 4078.786133
	Iteration 63F: 3 clusters Score -494857.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (158173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158173 members 
Entering Unmasked Estep 
Score: -21661718.000000 Penalty: 2968.918457
	Iteration 0F: 2 clusters Score -2.166172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79558 members 
Mstep: Class 2 contains 78615 members 
Entering Unmasked Estep 
Score: -21558600.000000 Penalty: 5937.836914
	Iteration 0F: 3 clusters Score -2.15586e+07 nChanged 75914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86974 members 
Mstep: Class 2 contains 71199 members 
Entering Unmasked Estep 
Score: -21604068.000000 Penalty: 5937.836914
	Iteration 1F: 3 clusters Score -2.160407e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91745 members 
Mstep: Class 2 contains 66428 members 
Entering Unmasked Estep 
Score: -21606632.000000 Penalty: 5937.836914
	Iteration 2Q: 3 clusters Score -2.160663e+07 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99003 members 
Mstep: Class 2 contains 59170 members 
Entering Unmasked Estep 
Score: -21610678.000000 Penalty: 5937.836914
	Iteration 3F: 3 clusters Score -2.161068e+07 nChanged 11182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109517 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -21617758.000000 Penalty: 5937.836914
	Iteration 4F: 3 clusters Score -2.161776e+07 nChanged 13854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123037 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -21628696.000000 Penalty: 5937.836914
	Iteration 5F: 3 clusters Score -2.16287e+07 nChanged 13772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136693 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -21640612.000000 Penalty: 5937.836914
	Iteration 6F: 3 clusters Score -2.164061e+07 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146850 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -21649826.000000 Penalty: 5937.836914
	Iteration 7F: 3 clusters Score -2.164983e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152602 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -21654892.000000 Penalty: 5937.836914
	Iteration 8Q: 3 clusters Score -2.165489e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155290 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -21657300.000000 Penalty: 5937.836914
	Iteration 9Q: 3 clusters Score -2.16573e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156381 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -21658276.000000 Penalty: 5937.836914
	Iteration 10Q: 3 clusters Score -2.165828e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156793 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -21658786.000000 Penalty: 5937.836914
	Iteration 11Q: 3 clusters Score -2.165879e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156974 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -21658948.000000 Penalty: 5937.836914
	Iteration 12Q: 3 clusters Score -2.165895e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157081 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -21659040.000000 Penalty: 5937.836914
	Iteration 13Q: 3 clusters Score -2.165904e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157137 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -21659136.000000 Penalty: 5937.836914
	Iteration 14Q: 3 clusters Score -2.165914e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157164 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -21659220.000000 Penalty: 5937.836914
	Iteration 15Q: 3 clusters Score -2.165922e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157186 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -21659262.000000 Penalty: 5937.836914
	Iteration 16Q: 3 clusters Score -2.165926e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157198 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -21659282.000000 Penalty: 5937.836914
	Iteration 17Q: 3 clusters Score -2.165928e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157201 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -21659290.000000 Penalty: 5937.836914
	Iteration 18Q: 3 clusters Score -2.165929e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157211 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -21659306.000000 Penalty: 5937.836914
	Iteration 19Q: 3 clusters Score -2.165931e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157222 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -21659310.000000 Penalty: 5937.836914
	Iteration 20F: 3 clusters Score -2.165931e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157229 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -21659334.000000 Penalty: 5937.836914
	Iteration 21Q: 3 clusters Score -2.165933e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157235 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -21659348.000000 Penalty: 5937.836914
	Iteration 22Q: 3 clusters Score -2.165935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157243 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -21659340.000000 Penalty: 5937.836914
	Iteration 23Q: 3 clusters Score -2.165934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157249 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -21659352.000000 Penalty: 5937.836914
	Iteration 24Q: 3 clusters Score -2.165935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157256 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -21659332.000000 Penalty: 5937.836914
	Iteration 25Q: 3 clusters Score -2.165933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157266 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -21659362.000000 Penalty: 5937.836914
	Iteration 26Q: 3 clusters Score -2.165936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157271 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -21659354.000000 Penalty: 5937.836914
	Iteration 27Q: 3 clusters Score -2.165935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157271 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -21659356.000000 Penalty: 5937.836914
	Iteration 28Q: 3 clusters Score -2.165936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157273 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -21659364.000000 Penalty: 5937.836914
	Iteration 29Q: 3 clusters Score -2.165936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157276 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -21659374.000000 Penalty: 5937.836914
	Iteration 30Q: 3 clusters Score -2.165937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157282 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -21659378.000000 Penalty: 5937.836914
	Iteration 31Q: 3 clusters Score -2.165938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157285 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -21659364.000000 Penalty: 5937.836914
	Iteration 32Q: 3 clusters Score -2.165936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157289 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -21659386.000000 Penalty: 5937.836914
	Iteration 33Q: 3 clusters Score -2.165939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157290 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -21659378.000000 Penalty: 5937.836914
	Iteration 34Q: 3 clusters Score -2.165938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157291 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -21659380.000000 Penalty: 5937.836914
	Iteration 35Q: 3 clusters Score -2.165938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157293 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -21659382.000000 Penalty: 5937.836914
	Iteration 36Q: 3 clusters Score -2.165938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157299 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -21659416.000000 Penalty: 5937.836914
	Iteration 37Q: 3 clusters Score -2.165942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157300 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -21659418.000000 Penalty: 5937.836914
	Iteration 38Q: 3 clusters Score -2.165942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157302 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -21659412.000000 Penalty: 5937.836914
	Iteration 39Q: 3 clusters Score -2.165941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157305 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -21659434.000000 Penalty: 5937.836914
	Iteration 40F: 3 clusters Score -2.165943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -83163.265625 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -83163.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81543.453125 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -81543.45 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -82099.023438 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -82099.02 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -82323.304688 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -82323.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -82473.062500 Penalty: 3234.958008
	Iteration 3F: 3 clusters Score -82473.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -82569.796875 Penalty: 3234.958008
	Iteration 4Q: 3 clusters Score -82569.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -82632.039062 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -82632.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -82666.085938 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -82666.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -82684.984375 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -82684.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82697.546875 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -82697.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -82710.187500 Penalty: 3234.958008
	Iteration 9Q: 3 clusters Score -82710.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -82715.382812 Penalty: 3234.958008
	Iteration 10Q: 3 clusters Score -82715.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -82729.289062 Penalty: 3234.958008
	Iteration 11Q: 3 clusters Score -82729.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -82743.796875 Penalty: 3234.958008
	Iteration 12Q: 3 clusters Score -82743.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -82750.015625 Penalty: 3234.958008
	Iteration 13Q: 3 clusters Score -82750.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -82752.851562 Penalty: 3234.958008
	Iteration 14Q: 3 clusters Score -82752.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -82752.851562 Penalty: 3234.958008
	Iteration 15F: 3 clusters Score -82752.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Entering Unmasked Estep 
Score: -616943.812500 Penalty: 2100.948975
	Iteration 0F: 2 clusters Score -616943.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -612568.125000 Penalty: 4201.897949
	Iteration 0F: 3 clusters Score -612568.1 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -613627.312500 Penalty: 4201.897949
	Iteration 1F: 3 clusters Score -613627.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -613837.562500 Penalty: 4201.897949
	Iteration 2F: 3 clusters Score -613837.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -613953.875000 Penalty: 4201.897949
	Iteration 3Q: 3 clusters Score -613953.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -614033.125000 Penalty: 4201.897949
	Iteration 4Q: 3 clusters Score -614033.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -614095.312500 Penalty: 4201.897949
	Iteration 5Q: 3 clusters Score -614095.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -614136.250000 Penalty: 4201.897949
	Iteration 6Q: 3 clusters Score -614136.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -614165.875000 Penalty: 4201.897949
	Iteration 7Q: 3 clusters Score -614165.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -614201.875000 Penalty: 4201.897949
	Iteration 8Q: 3 clusters Score -614201.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -614238.437500 Penalty: 4201.897949
	Iteration 9Q: 3 clusters Score -614238.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -614270.562500 Penalty: 4201.897949
	Iteration 10Q: 3 clusters Score -614270.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -614293.312500 Penalty: 4201.897949
	Iteration 11Q: 3 clusters Score -614293.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -614313.187500 Penalty: 4201.897949
	Iteration 12Q: 3 clusters Score -614313.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -614333.562500 Penalty: 4201.897949
	Iteration 13Q: 3 clusters Score -614333.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -614355.562500 Penalty: 4201.897949
	Iteration 14Q: 3 clusters Score -614355.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -614382.000000 Penalty: 4201.897949
	Iteration 15Q: 3 clusters Score -614382 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -614412.375000 Penalty: 4201.897949
	Iteration 16Q: 3 clusters Score -614412.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -614440.250000 Penalty: 4201.897949
	Iteration 17Q: 3 clusters Score -614440.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -614472.937500 Penalty: 4201.897949
	Iteration 18Q: 3 clusters Score -614472.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -614502.875000 Penalty: 4201.897949
	Iteration 19Q: 3 clusters Score -614502.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -614531.500000 Penalty: 4201.897949
	Iteration 20F: 3 clusters Score -614531.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -614560.375000 Penalty: 4201.897949
	Iteration 21Q: 3 clusters Score -614560.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -614592.000000 Penalty: 4201.897949
	Iteration 22Q: 3 clusters Score -614592 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -614619.500000 Penalty: 4201.897949
	Iteration 23Q: 3 clusters Score -614619.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -614644.187500 Penalty: 4201.897949
	Iteration 24Q: 3 clusters Score -614644.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -614665.937500 Penalty: 4201.897949
	Iteration 25Q: 3 clusters Score -614665.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -614703.375000 Penalty: 4201.897949
	Iteration 26Q: 3 clusters Score -614703.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -614732.250000 Penalty: 4201.897949
	Iteration 27Q: 3 clusters Score -614732.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -614755.375000 Penalty: 4201.897949
	Iteration 28Q: 3 clusters Score -614755.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -614771.875000 Penalty: 4201.897949
	Iteration 29Q: 3 clusters Score -614771.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -614793.500000 Penalty: 4201.897949
	Iteration 30Q: 3 clusters Score -614793.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -614811.250000 Penalty: 4201.897949
	Iteration 31Q: 3 clusters Score -614811.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -614828.750000 Penalty: 4201.897949
	Iteration 32Q: 3 clusters Score -614828.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -614846.500000 Penalty: 4201.897949
	Iteration 33Q: 3 clusters Score -614846.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -614863.687500 Penalty: 4201.897949
	Iteration 34Q: 3 clusters Score -614863.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -614882.312500 Penalty: 4201.897949
	Iteration 35Q: 3 clusters Score -614882.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -614909.750000 Penalty: 4201.897949
	Iteration 36Q: 3 clusters Score -614909.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -614943.875000 Penalty: 4201.897949
	Iteration 37Q: 3 clusters Score -614943.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -614973.000000 Penalty: 4201.897949
	Iteration 38Q: 3 clusters Score -614973 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -614997.250000 Penalty: 4201.897949
	Iteration 39Q: 3 clusters Score -614997.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -615021.750000 Penalty: 4201.897949
	Iteration 40F: 3 clusters Score -615021.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -615043.187500 Penalty: 4201.897949
	Iteration 41Q: 3 clusters Score -615043.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -615064.062500 Penalty: 4201.897949
	Iteration 42Q: 3 clusters Score -615064.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -615081.500000 Penalty: 4201.897949
	Iteration 43Q: 3 clusters Score -615081.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -615095.812500 Penalty: 4201.897949
	Iteration 44Q: 3 clusters Score -615095.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -615112.812500 Penalty: 4201.897949
	Iteration 45Q: 3 clusters Score -615112.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -615126.062500 Penalty: 4201.897949
	Iteration 46Q: 3 clusters Score -615126.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -615136.312500 Penalty: 4201.897949
	Iteration 47Q: 3 clusters Score -615136.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -615146.437500 Penalty: 4201.897949
	Iteration 48Q: 3 clusters Score -615146.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -615156.687500 Penalty: 4201.897949
	Iteration 49Q: 3 clusters Score -615156.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -615168.937500 Penalty: 4201.897949
	Iteration 50Q: 3 clusters Score -615168.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -615181.125000 Penalty: 4201.897949
	Iteration 51Q: 3 clusters Score -615181.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -615193.125000 Penalty: 4201.897949
	Iteration 52Q: 3 clusters Score -615193.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -615205.625000 Penalty: 4201.897949
	Iteration 53Q: 3 clusters Score -615205.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -615223.750000 Penalty: 4201.897949
	Iteration 54Q: 3 clusters Score -615223.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -615237.437500 Penalty: 4201.897949
	Iteration 55Q: 3 clusters Score -615237.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -615248.000000 Penalty: 4201.897949
	Iteration 56Q: 3 clusters Score -615248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -615256.812500 Penalty: 4201.897949
	Iteration 57Q: 3 clusters Score -615256.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -615260.750000 Penalty: 4201.897949
	Iteration 58Q: 3 clusters Score -615260.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -615262.125000 Penalty: 4201.897949
	Iteration 59Q: 3 clusters Score -615262.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -615266.000000 Penalty: 4201.897949
	Iteration 60F: 3 clusters Score -615266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -615268.937500 Penalty: 4201.897949
	Iteration 61Q: 3 clusters Score -615268.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -615269.625000 Penalty: 4201.897949
	Iteration 62Q: 3 clusters Score -615269.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -615271.812500 Penalty: 4201.897949
	Iteration 63Q: 3 clusters Score -615271.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -615272.812500 Penalty: 4201.897949
	Iteration 64Q: 3 clusters Score -615272.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -615273.312500 Penalty: 4201.897949
	Iteration 65Q: 3 clusters Score -615273.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -615275.625000 Penalty: 4201.897949
	Iteration 66Q: 3 clusters Score -615275.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -615278.812500 Penalty: 4201.897949
	Iteration 67Q: 3 clusters Score -615278.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -615280.312500 Penalty: 4201.897949
	Iteration 68Q: 3 clusters Score -615280.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -615285.437500 Penalty: 4201.897949
	Iteration 69Q: 3 clusters Score -615285.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -615288.437500 Penalty: 4201.897949
	Iteration 70Q: 3 clusters Score -615288.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -615288.687500 Penalty: 4201.897949
	Iteration 71Q: 3 clusters Score -615288.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -615290.000000 Penalty: 4201.897949
	Iteration 72Q: 3 clusters Score -615290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -615294.125000 Penalty: 4201.897949
	Iteration 73Q: 3 clusters Score -615294.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -615303.687500 Penalty: 4201.897949
	Iteration 74Q: 3 clusters Score -615303.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -615310.687500 Penalty: 4201.897949
	Iteration 75Q: 3 clusters Score -615310.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -615313.187500 Penalty: 4201.897949
	Iteration 76Q: 3 clusters Score -615313.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -615315.750000 Penalty: 4201.897949
	Iteration 77Q: 3 clusters Score -615315.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -615322.062500 Penalty: 4201.897949
	Iteration 78Q: 3 clusters Score -615322.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -615327.187500 Penalty: 4201.897949
	Iteration 79Q: 3 clusters Score -615327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -615332.312500 Penalty: 4201.897949
	Iteration 80F: 3 clusters Score -615332.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -615332.625000 Penalty: 4201.897949
	Iteration 81Q: 3 clusters Score -615332.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -615334.312500 Penalty: 4201.897949
	Iteration 82Q: 3 clusters Score -615334.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -615336.125000 Penalty: 4201.897949
	Iteration 83Q: 3 clusters Score -615336.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -615339.250000 Penalty: 4201.897949
	Iteration 84Q: 3 clusters Score -615339.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -615345.687500 Penalty: 4201.897949
	Iteration 85Q: 3 clusters Score -615345.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -615348.812500 Penalty: 4201.897949
	Iteration 86Q: 3 clusters Score -615348.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -615350.562500 Penalty: 4201.897949
	Iteration 87Q: 3 clusters Score -615350.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -615353.187500 Penalty: 4201.897949
	Iteration 88Q: 3 clusters Score -615353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -615354.187500 Penalty: 4201.897949
	Iteration 89Q: 3 clusters Score -615354.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -615354.312500 Penalty: 4201.897949
	Iteration 90Q: 3 clusters Score -615354.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -615354.562500 Penalty: 4201.897949
	Iteration 91Q: 3 clusters Score -615354.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -615355.250000 Penalty: 4201.897949
	Iteration 92Q: 3 clusters Score -615355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -615358.250000 Penalty: 4201.897949
	Iteration 93Q: 3 clusters Score -615358.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -615358.562500 Penalty: 4201.897949
	Iteration 94Q: 3 clusters Score -615358.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -615358.312500 Penalty: 4201.897949
	Iteration 95Q: 3 clusters Score -615358.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -615358.312500 Penalty: 4201.897949
	Iteration 96F: 3 clusters Score -615358.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Entering Unmasked Estep 
Score: -2015370.000000 Penalty: 2389.322510
	Iteration 0F: 2 clusters Score -2015370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2004364.750000 Penalty: 4778.645020
	Iteration 0F: 3 clusters Score -2004365 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2008112.000000 Penalty: 4778.645020
	Iteration 1F: 3 clusters Score -2008112 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2008655.625000 Penalty: 4778.645020
	Iteration 2F: 3 clusters Score -2008656 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2009180.750000 Penalty: 4778.645020
	Iteration 3F: 3 clusters Score -2009181 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2009762.250000 Penalty: 4778.645020
	Iteration 4F: 3 clusters Score -2009762 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2010413.625000 Penalty: 4778.645020
	Iteration 5F: 3 clusters Score -2010414 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2011043.375000 Penalty: 4778.645020
	Iteration 6F: 3 clusters Score -2011043 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2011525.125000 Penalty: 4778.645020
	Iteration 7F: 3 clusters Score -2011525 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2011865.750000 Penalty: 4778.645020
	Iteration 8Q: 3 clusters Score -2011866 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2012118.125000 Penalty: 4778.645020
	Iteration 9Q: 3 clusters Score -2012118 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2012312.000000 Penalty: 4778.645020
	Iteration 10Q: 3 clusters Score -2012312 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2012442.875000 Penalty: 4778.645020
	Iteration 11Q: 3 clusters Score -2012443 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2012535.250000 Penalty: 4778.645020
	Iteration 12Q: 3 clusters Score -2012535 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2012628.500000 Penalty: 4778.645020
	Iteration 13Q: 3 clusters Score -2012628 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2012714.125000 Penalty: 4778.645020
	Iteration 14Q: 3 clusters Score -2012714 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2012794.125000 Penalty: 4778.645020
	Iteration 15Q: 3 clusters Score -2012794 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2012853.500000 Penalty: 4778.645020
	Iteration 16Q: 3 clusters Score -2012854 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2012917.000000 Penalty: 4778.645020
	Iteration 17Q: 3 clusters Score -2012917 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2012983.000000 Penalty: 4778.645020
	Iteration 18Q: 3 clusters Score -2012983 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2013029.875000 Penalty: 4778.645020
	Iteration 19Q: 3 clusters Score -2013030 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2013067.375000 Penalty: 4778.645020
	Iteration 20F: 3 clusters Score -2013067 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2013095.125000 Penalty: 4778.645020
	Iteration 21Q: 3 clusters Score -2013095 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2013122.625000 Penalty: 4778.645020
	Iteration 22Q: 3 clusters Score -2013123 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2013154.500000 Penalty: 4778.645020
	Iteration 23Q: 3 clusters Score -2013154 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2013183.625000 Penalty: 4778.645020
	Iteration 24Q: 3 clusters Score -2013184 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2013211.875000 Penalty: 4778.645020
	Iteration 25Q: 3 clusters Score -2013212 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2013239.250000 Penalty: 4778.645020
	Iteration 26Q: 3 clusters Score -2013239 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2013277.000000 Penalty: 4778.645020
	Iteration 27Q: 3 clusters Score -2013277 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2013312.625000 Penalty: 4778.645020
	Iteration 28Q: 3 clusters Score -2013313 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2013364.750000 Penalty: 4778.645020
	Iteration 29Q: 3 clusters Score -2013365 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2013420.750000 Penalty: 4778.645020
	Iteration 30Q: 3 clusters Score -2013421 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2013494.875000 Penalty: 4778.645020
	Iteration 31Q: 3 clusters Score -2013495 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2013586.750000 Penalty: 4778.645020
	Iteration 32Q: 3 clusters Score -2013587 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2013720.000000 Penalty: 4778.645020
	Iteration 33Q: 3 clusters Score -2013720 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2013913.750000 Penalty: 4778.645020
	Iteration 34Q: 3 clusters Score -2013914 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2014208.125000 Penalty: 4778.645020
	Iteration 35Q: 3 clusters Score -2014208 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2014659.875000 Penalty: 4778.645020
	Iteration 36Q: 3 clusters Score -2014660 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2015155.250000 Penalty: 4778.645020
	Iteration 37Q: 3 clusters Score -2015155 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2015510.875000 Penalty: 4778.645020
	Iteration 38Q: 3 clusters Score -2015511 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2015691.125000 Penalty: 4778.645020
	Iteration 39Q: 3 clusters Score -2015691 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2015775.250000 Penalty: 4778.645020
	Iteration 40F: 3 clusters Score -2015775 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2015819.125000 Penalty: 4778.645020
	Iteration 41Q: 3 clusters Score -2015819 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2015845.750000 Penalty: 4778.645020
	Iteration 42Q: 3 clusters Score -2015846 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2015861.000000 Penalty: 4778.645020
	Iteration 43Q: 3 clusters Score -2015861 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2015875.000000 Penalty: 4778.645020
	Iteration 44Q: 3 clusters Score -2015875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2015880.500000 Penalty: 4778.645020
	Iteration 45Q: 3 clusters Score -2015880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2015883.625000 Penalty: 4778.645020
	Iteration 46Q: 3 clusters Score -2015884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2015882.750000 Penalty: 4778.645020
	Iteration 47Q: 3 clusters Score -2015883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2015887.125000 Penalty: 4778.645020
	Iteration 48Q: 3 clusters Score -2015887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2015892.625000 Penalty: 4778.645020
	Iteration 49Q: 3 clusters Score -2015893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2015893.125000 Penalty: 4778.645020
	Iteration 50Q: 3 clusters Score -2015893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2015894.750000 Penalty: 4778.645020
	Iteration 51Q: 3 clusters Score -2015895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2015896.750000 Penalty: 4778.645020
	Iteration 52Q: 3 clusters Score -2015897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2015896.000000 Penalty: 4778.645020
	Iteration 53Q: 3 clusters Score -2015896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2015893.375000 Penalty: 4778.645020
	Iteration 54Q: 3 clusters Score -2015893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2015893.375000 Penalty: 4778.645020
	Iteration 55F: 3 clusters Score -2015893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 21102 members 
Mstep: Class 4 contains 9687 members 
Mstep: Class 5 contains 9587 members 
Mstep: Class 6 contains 46472 members 
Mstep: Class 7 contains 86004 members 
Mstep: Class 8 contains 12438 members 
Mstep: Class 9 contains 1644 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 26690 members 
Mstep: Class 12 contains 165684 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 10243 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 37964 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 18099 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 37744 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 158173 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 3242 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9258 members 
Mstep: Class 30 contains 20482 members 
Mstep: Class 31 contains 1747 members 
Mstep: Class 32 contains 5265 members 
Mstep: Class 33 contains 670 members 
Mstep: Class 34 contains 7487 members 
Mstep: Class 35 contains 12039 members 
Entering Unmasked Estep 
Score: -100921232.000000 Penalty: 117577.601562
Splitting cluster 27 changes total score from -100921456.000000 to -100921232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -44760.441406 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -44760.44 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 188 members 
Entering Unmasked Estep 
Score: -43508.175781 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -43508.18 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43807.824219 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -43807.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43971.125000 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -43971.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44016.527344 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -44016.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44033.250000 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -44033.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44040.324219 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -44040.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44050.996094 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -44051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44058.128906 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -44058.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44062.429688 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -44062.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44062.429688 Penalty: 2961.745850
	Iteration 9F: 3 clusters Score -44062.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Entering Unmasked Estep 
Score: -1231876.375000 Penalty: 2265.044434
	Iteration 0F: 2 clusters Score -1231876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1224769.625000 Penalty: 4530.088867
	Iteration 0F: 3 clusters Score -1224770 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1227107.375000 Penalty: 4530.088867
	Iteration 1F: 3 clusters Score -1227107 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1227549.125000 Penalty: 4530.088867
	Iteration 2F: 3 clusters Score -1227549 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1227939.750000 Penalty: 4530.088867
	Iteration 3F: 3 clusters Score -1227940 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1228308.000000 Penalty: 4530.088867
	Iteration 4F: 3 clusters Score -1228308 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1228657.750000 Penalty: 4530.088867
	Iteration 5F: 3 clusters Score -1228658 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1228984.250000 Penalty: 4530.088867
	Iteration 6F: 3 clusters Score -1228984 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1229261.750000 Penalty: 4530.088867
	Iteration 7Q: 3 clusters Score -1229262 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1229437.625000 Penalty: 4530.088867
	Iteration 8Q: 3 clusters Score -1229438 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1229558.625000 Penalty: 4530.088867
	Iteration 9Q: 3 clusters Score -1229559 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1229632.500000 Penalty: 4530.088867
	Iteration 10Q: 3 clusters Score -1229632 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1229695.375000 Penalty: 4530.088867
	Iteration 11Q: 3 clusters Score -1229695 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1229744.125000 Penalty: 4530.088867
	Iteration 12Q: 3 clusters Score -1229744 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1229788.625000 Penalty: 4530.088867
	Iteration 13Q: 3 clusters Score -1229789 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1229815.250000 Penalty: 4530.088867
	Iteration 14Q: 3 clusters Score -1229815 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1229836.125000 Penalty: 4530.088867
	Iteration 15Q: 3 clusters Score -1229836 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1229856.750000 Penalty: 4530.088867
	Iteration 16Q: 3 clusters Score -1229857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1229869.000000 Penalty: 4530.088867
	Iteration 17Q: 3 clusters Score -1229869 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1229884.500000 Penalty: 4530.088867
	Iteration 18Q: 3 clusters Score -1229884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1229891.375000 Penalty: 4530.088867
	Iteration 19Q: 3 clusters Score -1229891 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1229900.125000 Penalty: 4530.088867
	Iteration 20F: 3 clusters Score -1229900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1229905.875000 Penalty: 4530.088867
	Iteration 21Q: 3 clusters Score -1229906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1229909.250000 Penalty: 4530.088867
	Iteration 22Q: 3 clusters Score -1229909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1229917.000000 Penalty: 4530.088867
	Iteration 23Q: 3 clusters Score -1229917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1229917.125000 Penalty: 4530.088867
	Iteration 24Q: 3 clusters Score -1229917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1229919.125000 Penalty: 4530.088867
	Iteration 25Q: 3 clusters Score -1229919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1229926.000000 Penalty: 4530.088867
	Iteration 26Q: 3 clusters Score -1229926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1229931.875000 Penalty: 4530.088867
	Iteration 27Q: 3 clusters Score -1229932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1229932.250000 Penalty: 4530.088867
	Iteration 28Q: 3 clusters Score -1229932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1229938.250000 Penalty: 4530.088867
	Iteration 29Q: 3 clusters Score -1229938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1229938.875000 Penalty: 4530.088867
	Iteration 30Q: 3 clusters Score -1229939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1229947.625000 Penalty: 4530.088867
	Iteration 31Q: 3 clusters Score -1229948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1229951.125000 Penalty: 4530.088867
	Iteration 32Q: 3 clusters Score -1229951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1229958.875000 Penalty: 4530.088867
	Iteration 33Q: 3 clusters Score -1229959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1229965.125000 Penalty: 4530.088867
	Iteration 34Q: 3 clusters Score -1229965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1229971.750000 Penalty: 4530.088867
	Iteration 35Q: 3 clusters Score -1229972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1229980.500000 Penalty: 4530.088867
	Iteration 36Q: 3 clusters Score -1229980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1229994.625000 Penalty: 4530.088867
	Iteration 37Q: 3 clusters Score -1229995 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1230005.250000 Penalty: 4530.088867
	Iteration 38Q: 3 clusters Score -1230005 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1230013.375000 Penalty: 4530.088867
	Iteration 39Q: 3 clusters Score -1230013 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1230019.875000 Penalty: 4530.088867
	Iteration 40F: 3 clusters Score -1230020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1230032.500000 Penalty: 4530.088867
	Iteration 41Q: 3 clusters Score -1230032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1230042.000000 Penalty: 4530.088867
	Iteration 42Q: 3 clusters Score -1230042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1230053.750000 Penalty: 4530.088867
	Iteration 43Q: 3 clusters Score -1230054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1230054.625000 Penalty: 4530.088867
	Iteration 44Q: 3 clusters Score -1230055 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1230069.125000 Penalty: 4530.088867
	Iteration 45Q: 3 clusters Score -1230069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1230072.625000 Penalty: 4530.088867
	Iteration 46Q: 3 clusters Score -1230073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1230081.625000 Penalty: 4530.088867
	Iteration 47Q: 3 clusters Score -1230082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1230087.125000 Penalty: 4530.088867
	Iteration 48Q: 3 clusters Score -1230087 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1230100.750000 Penalty: 4530.088867
	Iteration 49Q: 3 clusters Score -1230101 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1230107.000000 Penalty: 4530.088867
	Iteration 50Q: 3 clusters Score -1230107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1230111.625000 Penalty: 4530.088867
	Iteration 51Q: 3 clusters Score -1230112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1230113.875000 Penalty: 4530.088867
	Iteration 52Q: 3 clusters Score -1230114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1230122.500000 Penalty: 4530.088867
	Iteration 53Q: 3 clusters Score -1230122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1230124.750000 Penalty: 4530.088867
	Iteration 54Q: 3 clusters Score -1230125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1230127.375000 Penalty: 4530.088867
	Iteration 55Q: 3 clusters Score -1230127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1230133.250000 Penalty: 4530.088867
	Iteration 56Q: 3 clusters Score -1230133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1230135.000000 Penalty: 4530.088867
	Iteration 57Q: 3 clusters Score -1230135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1230141.375000 Penalty: 4530.088867
	Iteration 58Q: 3 clusters Score -1230141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1230143.875000 Penalty: 4530.088867
	Iteration 59Q: 3 clusters Score -1230144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1230148.375000 Penalty: 4530.088867
	Iteration 60F: 3 clusters Score -1230148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1230151.500000 Penalty: 4530.088867
	Iteration 61Q: 3 clusters Score -1230152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1230154.000000 Penalty: 4530.088867
	Iteration 62Q: 3 clusters Score -1230154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1230155.625000 Penalty: 4530.088867
	Iteration 63Q: 3 clusters Score -1230156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1230155.500000 Penalty: 4530.088867
	Iteration 64Q: 3 clusters Score -1230156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1230156.875000 Penalty: 4530.088867
	Iteration 65Q: 3 clusters Score -1230157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1230158.125000 Penalty: 4530.088867
	Iteration 66Q: 3 clusters Score -1230158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1230160.125000 Penalty: 4530.088867
	Iteration 67Q: 3 clusters Score -1230160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1230161.125000 Penalty: 4530.088867
	Iteration 68Q: 3 clusters Score -1230161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1230160.375000 Penalty: 4530.088867
	Iteration 69Q: 3 clusters Score -1230160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1230162.250000 Penalty: 4530.088867
	Iteration 70Q: 3 clusters Score -1230162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1230164.625000 Penalty: 4530.088867
	Iteration 71Q: 3 clusters Score -1230165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1230164.250000 Penalty: 4530.088867
	Iteration 72Q: 3 clusters Score -1230164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1230164.000000 Penalty: 4530.088867
	Iteration 73Q: 3 clusters Score -1230164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1230165.125000 Penalty: 4530.088867
	Iteration 74Q: 3 clusters Score -1230165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1230165.625000 Penalty: 4530.088867
	Iteration 75Q: 3 clusters Score -1230166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1230167.500000 Penalty: 4530.088867
	Iteration 76Q: 3 clusters Score -1230168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1230166.250000 Penalty: 4530.088867
	Iteration 77Q: 3 clusters Score -1230166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1230167.000000 Penalty: 4530.088867
	Iteration 78Q: 3 clusters Score -1230167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1230169.500000 Penalty: 4530.088867
	Iteration 79Q: 3 clusters Score -1230170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1230169.875000 Penalty: 4530.088867
	Iteration 80F: 3 clusters Score -1230170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1230171.750000 Penalty: 4530.088867
	Iteration 81Q: 3 clusters Score -1230172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1230170.250000 Penalty: 4530.088867
	Iteration 82Q: 3 clusters Score -1230170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1230172.500000 Penalty: 4530.088867
	Iteration 83Q: 3 clusters Score -1230172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1230174.125000 Penalty: 4530.088867
	Iteration 84Q: 3 clusters Score -1230174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1230171.750000 Penalty: 4530.088867
	Iteration 85Q: 3 clusters Score -1230172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1230171.750000 Penalty: 4530.088867
	Iteration 86F: 3 clusters Score -1230172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Entering Unmasked Estep 
Score: -2638799.750000 Penalty: 2461.970703
	Iteration 0F: 2 clusters Score -2638800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2624399.250000 Penalty: 4923.941406
	Iteration 0F: 3 clusters Score -2624399 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2629627.000000 Penalty: 4923.941406
	Iteration 1F: 3 clusters Score -2629627 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2630428.250000 Penalty: 4923.941406
	Iteration 2F: 3 clusters Score -2630428 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2631363.000000 Penalty: 4923.941406
	Iteration 3F: 3 clusters Score -2631363 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2632337.500000 Penalty: 4923.941406
	Iteration 4F: 3 clusters Score -2632338 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2633294.750000 Penalty: 4923.941406
	Iteration 5F: 3 clusters Score -2633295 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2634160.250000 Penalty: 4923.941406
	Iteration 6F: 3 clusters Score -2634160 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2634890.250000 Penalty: 4923.941406
	Iteration 7F: 3 clusters Score -2634890 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2635470.750000 Penalty: 4923.941406
	Iteration 8Q: 3 clusters Score -2635471 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2635906.000000 Penalty: 4923.941406
	Iteration 9Q: 3 clusters Score -2635906 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2636146.500000 Penalty: 4923.941406
	Iteration 10Q: 3 clusters Score -2636146 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2636328.000000 Penalty: 4923.941406
	Iteration 11Q: 3 clusters Score -2636328 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2636443.250000 Penalty: 4923.941406
	Iteration 12Q: 3 clusters Score -2636443 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2636528.250000 Penalty: 4923.941406
	Iteration 13Q: 3 clusters Score -2636528 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2636591.500000 Penalty: 4923.941406
	Iteration 14Q: 3 clusters Score -2636592 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2636646.250000 Penalty: 4923.941406
	Iteration 15Q: 3 clusters Score -2636646 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2636693.000000 Penalty: 4923.941406
	Iteration 16Q: 3 clusters Score -2636693 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2636722.500000 Penalty: 4923.941406
	Iteration 17Q: 3 clusters Score -2636722 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2636747.750000 Penalty: 4923.941406
	Iteration 18Q: 3 clusters Score -2636748 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2636779.000000 Penalty: 4923.941406
	Iteration 19Q: 3 clusters Score -2636779 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2636792.000000 Penalty: 4923.941406
	Iteration 20F: 3 clusters Score -2636792 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2636830.000000 Penalty: 4923.941406
	Iteration 21Q: 3 clusters Score -2636830 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2636858.250000 Penalty: 4923.941406
	Iteration 22Q: 3 clusters Score -2636858 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2636890.500000 Penalty: 4923.941406
	Iteration 23Q: 3 clusters Score -2636890 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2636900.500000 Penalty: 4923.941406
	Iteration 24Q: 3 clusters Score -2636900 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2636914.250000 Penalty: 4923.941406
	Iteration 25Q: 3 clusters Score -2636914 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2636933.750000 Penalty: 4923.941406
	Iteration 26Q: 3 clusters Score -2636934 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2636936.250000 Penalty: 4923.941406
	Iteration 27Q: 3 clusters Score -2636936 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2636948.500000 Penalty: 4923.941406
	Iteration 28Q: 3 clusters Score -2636948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2636960.500000 Penalty: 4923.941406
	Iteration 29Q: 3 clusters Score -2636960 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2636969.250000 Penalty: 4923.941406
	Iteration 30Q: 3 clusters Score -2636969 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2636981.250000 Penalty: 4923.941406
	Iteration 31Q: 3 clusters Score -2636981 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2636988.250000 Penalty: 4923.941406
	Iteration 32Q: 3 clusters Score -2636988 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2636995.500000 Penalty: 4923.941406
	Iteration 33Q: 3 clusters Score -2636996 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2637011.500000 Penalty: 4923.941406
	Iteration 34Q: 3 clusters Score -2637012 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2637016.750000 Penalty: 4923.941406
	Iteration 35Q: 3 clusters Score -2637017 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2637012.750000 Penalty: 4923.941406
	Iteration 36Q: 3 clusters Score -2637013 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2637020.500000 Penalty: 4923.941406
	Iteration 37Q: 3 clusters Score -2637020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2637033.000000 Penalty: 4923.941406
	Iteration 38Q: 3 clusters Score -2637033 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2637039.250000 Penalty: 4923.941406
	Iteration 39Q: 3 clusters Score -2637039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2637041.250000 Penalty: 4923.941406
	Iteration 40F: 3 clusters Score -2637041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2637041.250000 Penalty: 4923.941406
	Iteration 41Q: 3 clusters Score -2637041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2637037.000000 Penalty: 4923.941406
	Iteration 42Q: 3 clusters Score -2637037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2637045.000000 Penalty: 4923.941406
	Iteration 43Q: 3 clusters Score -2637045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2637043.250000 Penalty: 4923.941406
	Iteration 44Q: 3 clusters Score -2637043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2637048.000000 Penalty: 4923.941406
	Iteration 45Q: 3 clusters Score -2637048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2637049.500000 Penalty: 4923.941406
	Iteration 46Q: 3 clusters Score -2637050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2637051.500000 Penalty: 4923.941406
	Iteration 47Q: 3 clusters Score -2637052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2637055.500000 Penalty: 4923.941406
	Iteration 48Q: 3 clusters Score -2637056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2637050.250000 Penalty: 4923.941406
	Iteration 49Q: 3 clusters Score -2637050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2637054.500000 Penalty: 4923.941406
	Iteration 50Q: 3 clusters Score -2637054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2637054.000000 Penalty: 4923.941406
	Iteration 51Q: 3 clusters Score -2637054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2637058.750000 Penalty: 4923.941406
	Iteration 52Q: 3 clusters Score -2637059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2637060.750000 Penalty: 4923.941406
	Iteration 53Q: 3 clusters Score -2637061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2637055.000000 Penalty: 4923.941406
	Iteration 54Q: 3 clusters Score -2637055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2637055.750000 Penalty: 4923.941406
	Iteration 55Q: 3 clusters Score -2637056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2637058.250000 Penalty: 4923.941406
	Iteration 56Q: 3 clusters Score -2637058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2637062.750000 Penalty: 4923.941406
	Iteration 57Q: 3 clusters Score -2637063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2637064.000000 Penalty: 4923.941406
	Iteration 58Q: 3 clusters Score -2637064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2637056.750000 Penalty: 4923.941406
	Iteration 59Q: 3 clusters Score -2637057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2637057.500000 Penalty: 4923.941406
	Iteration 60F: 3 clusters Score -2637058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2637062.000000 Penalty: 4923.941406
	Iteration 61Q: 3 clusters Score -2637062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2637065.750000 Penalty: 4923.941406
	Iteration 62Q: 3 clusters Score -2637066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2637059.000000 Penalty: 4923.941406
	Iteration 63Q: 3 clusters Score -2637059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2637066.500000 Penalty: 4923.941406
	Iteration 64Q: 3 clusters Score -2637066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2637068.500000 Penalty: 4923.941406
	Iteration 65Q: 3 clusters Score -2637068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2637062.250000 Penalty: 4923.941406
	Iteration 66Q: 3 clusters Score -2637062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2637066.750000 Penalty: 4923.941406
	Iteration 67Q: 3 clusters Score -2637067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2637070.250000 Penalty: 4923.941406
	Iteration 68Q: 3 clusters Score -2637070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2637073.250000 Penalty: 4923.941406
	Iteration 69Q: 3 clusters Score -2637073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2637069.250000 Penalty: 4923.941406
	Iteration 70Q: 3 clusters Score -2637069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2637066.250000 Penalty: 4923.941406
	Iteration 71Q: 3 clusters Score -2637066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2637072.500000 Penalty: 4923.941406
	Iteration 72Q: 3 clusters Score -2637072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2637068.000000 Penalty: 4923.941406
	Iteration 73Q: 3 clusters Score -2637068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2637070.500000 Penalty: 4923.941406
	Iteration 74Q: 3 clusters Score -2637070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2637068.500000 Penalty: 4923.941406
	Iteration 75Q: 3 clusters Score -2637068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2637073.750000 Penalty: 4923.941406
	Iteration 76Q: 3 clusters Score -2637074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2637072.750000 Penalty: 4923.941406
	Iteration 77Q: 3 clusters Score -2637073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2637071.750000 Penalty: 4923.941406
	Iteration 78Q: 3 clusters Score -2637072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2637071.750000 Penalty: 4923.941406
	Iteration 79Q: 3 clusters Score -2637072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2637072.500000 Penalty: 4923.941406
	Iteration 80F: 3 clusters Score -2637072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2637072.500000 Penalty: 4923.941406
	Iteration 81Q: 3 clusters Score -2637072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2637076.500000 Penalty: 4923.941406
	Iteration 82Q: 3 clusters Score -2637076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2637077.000000 Penalty: 4923.941406
	Iteration 83Q: 3 clusters Score -2637077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2637076.250000 Penalty: 4923.941406
	Iteration 84Q: 3 clusters Score -2637076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2637075.000000 Penalty: 4923.941406
	Iteration 85Q: 3 clusters Score -2637075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2637072.500000 Penalty: 4923.941406
	Iteration 86Q: 3 clusters Score -2637072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2637072.250000 Penalty: 4923.941406
	Iteration 87Q: 3 clusters Score -2637072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2637073.000000 Penalty: 4923.941406
	Iteration 88Q: 3 clusters Score -2637073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2637076.000000 Penalty: 4923.941406
	Iteration 89Q: 3 clusters Score -2637076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2637075.250000 Penalty: 4923.941406
	Iteration 90Q: 3 clusters Score -2637075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2637076.000000 Penalty: 4923.941406
	Iteration 91Q: 3 clusters Score -2637076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2637076.000000 Penalty: 4923.941406
	Iteration 92Q: 3 clusters Score -2637076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2637077.250000 Penalty: 4923.941406
	Iteration 93Q: 3 clusters Score -2637077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2637083.750000 Penalty: 4923.941406
	Iteration 94Q: 3 clusters Score -2637084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2637080.500000 Penalty: 4923.941406
	Iteration 95Q: 3 clusters Score -2637080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2637081.250000 Penalty: 4923.941406
	Iteration 96Q: 3 clusters Score -2637081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2637082.000000 Penalty: 4923.941406
	Iteration 97Q: 3 clusters Score -2637082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2637083.000000 Penalty: 4923.941406
	Iteration 98Q: 3 clusters Score -2637083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2637084.000000 Penalty: 4923.941406
	Iteration 99Q: 3 clusters Score -2637084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2637091.500000 Penalty: 4923.941406
	Iteration 100F: 3 clusters Score -2637092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2637087.500000 Penalty: 4923.941406
	Iteration 101Q: 3 clusters Score -2637088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2637086.000000 Penalty: 4923.941406
	Iteration 102Q: 3 clusters Score -2637086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2637083.750000 Penalty: 4923.941406
	Iteration 103Q: 3 clusters Score -2637084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2637084.500000 Penalty: 4923.941406
	Iteration 104Q: 3 clusters Score -2637084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2637088.500000 Penalty: 4923.941406
	Iteration 105Q: 3 clusters Score -2637088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2637088.500000 Penalty: 4923.941406
	Iteration 106F: 3 clusters Score -2637088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Entering Unmasked Estep 
Score: -193575.718750 Penalty: 1851.482544
	Iteration 0F: 2 clusters Score -193575.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -191202.046875 Penalty: 3702.965088
	Iteration 0F: 3 clusters Score -191202 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -191760.453125 Penalty: 3702.965088
	Iteration 1F: 3 clusters Score -191760.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -191977.843750 Penalty: 3702.965088
	Iteration 2F: 3 clusters Score -191977.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -192093.406250 Penalty: 3702.965088
	Iteration 3F: 3 clusters Score -192093.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -192150.625000 Penalty: 3702.965088
	Iteration 4Q: 3 clusters Score -192150.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -192214.984375 Penalty: 3702.965088
	Iteration 5Q: 3 clusters Score -192215 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -192256.953125 Penalty: 3702.965088
	Iteration 6Q: 3 clusters Score -192257 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -192290.531250 Penalty: 3702.965088
	Iteration 7Q: 3 clusters Score -192290.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -192322.281250 Penalty: 3702.965088
	Iteration 8Q: 3 clusters Score -192322.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -192337.312500 Penalty: 3702.965088
	Iteration 9Q: 3 clusters Score -192337.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -192348.500000 Penalty: 3702.965088
	Iteration 10Q: 3 clusters Score -192348.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -192352.843750 Penalty: 3702.965088
	Iteration 11Q: 3 clusters Score -192352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -192355.203125 Penalty: 3702.965088
	Iteration 12Q: 3 clusters Score -192355.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -192361.484375 Penalty: 3702.965088
	Iteration 13Q: 3 clusters Score -192361.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -192367.468750 Penalty: 3702.965088
	Iteration 14Q: 3 clusters Score -192367.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -192373.906250 Penalty: 3702.965088
	Iteration 15Q: 3 clusters Score -192373.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -192379.515625 Penalty: 3702.965088
	Iteration 16Q: 3 clusters Score -192379.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -192387.609375 Penalty: 3702.965088
	Iteration 17Q: 3 clusters Score -192387.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -192390.265625 Penalty: 3702.965088
	Iteration 18Q: 3 clusters Score -192390.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -192391.250000 Penalty: 3702.965088
	Iteration 19Q: 3 clusters Score -192391.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -192391.703125 Penalty: 3702.965088
	Iteration 20F: 3 clusters Score -192391.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Entering Unmasked Estep 
Score: -639401.000000 Penalty: 2125.071289
	Iteration 0F: 2 clusters Score -639401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -634741.125000 Penalty: 4250.142578
	Iteration 0F: 3 clusters Score -634741.1 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -636002.875000 Penalty: 4250.142578
	Iteration 1F: 3 clusters Score -636002.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -636276.687500 Penalty: 4250.142578
	Iteration 2F: 3 clusters Score -636276.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -636451.062500 Penalty: 4250.142578
	Iteration 3F: 3 clusters Score -636451.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -636591.125000 Penalty: 4250.142578
	Iteration 4Q: 3 clusters Score -636591.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -636704.500000 Penalty: 4250.142578
	Iteration 5Q: 3 clusters Score -636704.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -636820.062500 Penalty: 4250.142578
	Iteration 6Q: 3 clusters Score -636820.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -636925.875000 Penalty: 4250.142578
	Iteration 7Q: 3 clusters Score -636925.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -637025.250000 Penalty: 4250.142578
	Iteration 8Q: 3 clusters Score -637025.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -637132.562500 Penalty: 4250.142578
	Iteration 9Q: 3 clusters Score -637132.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -637220.187500 Penalty: 4250.142578
	Iteration 10Q: 3 clusters Score -637220.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -637300.812500 Penalty: 4250.142578
	Iteration 11Q: 3 clusters Score -637300.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -637357.750000 Penalty: 4250.142578
	Iteration 12Q: 3 clusters Score -637357.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -637418.375000 Penalty: 4250.142578
	Iteration 13Q: 3 clusters Score -637418.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -637478.187500 Penalty: 4250.142578
	Iteration 14Q: 3 clusters Score -637478.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -637537.875000 Penalty: 4250.142578
	Iteration 15Q: 3 clusters Score -637537.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -637609.125000 Penalty: 4250.142578
	Iteration 16Q: 3 clusters Score -637609.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -637675.500000 Penalty: 4250.142578
	Iteration 17Q: 3 clusters Score -637675.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -637751.500000 Penalty: 4250.142578
	Iteration 18Q: 3 clusters Score -637751.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -637824.875000 Penalty: 4250.142578
	Iteration 19Q: 3 clusters Score -637824.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -637912.625000 Penalty: 4250.142578
	Iteration 20F: 3 clusters Score -637912.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -637991.750000 Penalty: 4250.142578
	Iteration 21Q: 3 clusters Score -637991.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -638119.750000 Penalty: 4250.142578
	Iteration 22Q: 3 clusters Score -638119.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -638276.437500 Penalty: 4250.142578
	Iteration 23Q: 3 clusters Score -638276.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -638417.750000 Penalty: 4250.142578
	Iteration 24Q: 3 clusters Score -638417.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -638500.562500 Penalty: 4250.142578
	Iteration 25Q: 3 clusters Score -638500.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -638548.062500 Penalty: 4250.142578
	Iteration 26Q: 3 clusters Score -638548.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -638579.812500 Penalty: 4250.142578
	Iteration 27Q: 3 clusters Score -638579.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -638601.062500 Penalty: 4250.142578
	Iteration 28Q: 3 clusters Score -638601.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -638609.375000 Penalty: 4250.142578
	Iteration 29Q: 3 clusters Score -638609.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -638618.875000 Penalty: 4250.142578
	Iteration 30Q: 3 clusters Score -638618.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -638625.937500 Penalty: 4250.142578
	Iteration 31Q: 3 clusters Score -638625.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -638632.562500 Penalty: 4250.142578
	Iteration 32Q: 3 clusters Score -638632.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -638637.562500 Penalty: 4250.142578
	Iteration 33Q: 3 clusters Score -638637.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -638646.000000 Penalty: 4250.142578
	Iteration 34Q: 3 clusters Score -638646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -638650.062500 Penalty: 4250.142578
	Iteration 35Q: 3 clusters Score -638650.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -638655.312500 Penalty: 4250.142578
	Iteration 36Q: 3 clusters Score -638655.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -638659.312500 Penalty: 4250.142578
	Iteration 37Q: 3 clusters Score -638659.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -638662.062500 Penalty: 4250.142578
	Iteration 38Q: 3 clusters Score -638662.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -638669.250000 Penalty: 4250.142578
	Iteration 39Q: 3 clusters Score -638669.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -638676.687500 Penalty: 4250.142578
	Iteration 40F: 3 clusters Score -638676.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -638683.000000 Penalty: 4250.142578
	Iteration 41Q: 3 clusters Score -638683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -638683.750000 Penalty: 4250.142578
	Iteration 42Q: 3 clusters Score -638683.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -638684.562500 Penalty: 4250.142578
	Iteration 43Q: 3 clusters Score -638684.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -638687.500000 Penalty: 4250.142578
	Iteration 44Q: 3 clusters Score -638687.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -638688.250000 Penalty: 4250.142578
	Iteration 45Q: 3 clusters Score -638688.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -638690.812500 Penalty: 4250.142578
	Iteration 46Q: 3 clusters Score -638690.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -638691.187500 Penalty: 4250.142578
	Iteration 47Q: 3 clusters Score -638691.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -638694.000000 Penalty: 4250.142578
	Iteration 48Q: 3 clusters Score -638694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -638695.062500 Penalty: 4250.142578
	Iteration 49Q: 3 clusters Score -638695.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -638695.625000 Penalty: 4250.142578
	Iteration 50Q: 3 clusters Score -638695.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -638695.375000 Penalty: 4250.142578
	Iteration 51Q: 3 clusters Score -638695.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -638696.500000 Penalty: 4250.142578
	Iteration 52Q: 3 clusters Score -638696.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -638696.437500 Penalty: 4250.142578
	Iteration 53Q: 3 clusters Score -638696.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -638697.250000 Penalty: 4250.142578
	Iteration 54Q: 3 clusters Score -638697.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -638697.250000 Penalty: 4250.142578
	Iteration 55F: 3 clusters Score -638697.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -85103.648438 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -85103.65 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 339 members 
Entering Unmasked Estep 
Score: -83423.953125 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -83423.95 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83650.593750 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -83650.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83769.148438 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -83769.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83857.351562 Penalty: 3227.609619
	Iteration 3F: 3 clusters Score -83857.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83896.171875 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -83896.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83916.765625 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -83916.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83934.515625 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -83934.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83959.906250 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -83959.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83969.125000 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -83969.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83974.093750 Penalty: 3227.609619
	Iteration 9Q: 3 clusters Score -83974.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83977.742188 Penalty: 3227.609619
	Iteration 10Q: 3 clusters Score -83977.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83980.914062 Penalty: 3227.609619
	Iteration 11Q: 3 clusters Score -83980.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83982.968750 Penalty: 3227.609619
	Iteration 12Q: 3 clusters Score -83982.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83982.968750 Penalty: 3227.609619
	Iteration 13F: 3 clusters Score -83982.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Entering Unmasked Estep 
Score: -964455.125000 Penalty: 2212.388916
	Iteration 0F: 2 clusters Score -964455.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -958374.312500 Penalty: 4424.777832
	Iteration 0F: 3 clusters Score -958374.3 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -960036.875000 Penalty: 4424.777832
	Iteration 1F: 3 clusters Score -960036.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -960322.875000 Penalty: 4424.777832
	Iteration 2F: 3 clusters Score -960322.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -960510.562500 Penalty: 4424.777832
	Iteration 3Q: 3 clusters Score -960510.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -960647.875000 Penalty: 4424.777832
	Iteration 4Q: 3 clusters Score -960647.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -960759.000000 Penalty: 4424.777832
	Iteration 5Q: 3 clusters Score -960759 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -960868.437500 Penalty: 4424.777832
	Iteration 6Q: 3 clusters Score -960868.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -960991.250000 Penalty: 4424.777832
	Iteration 7Q: 3 clusters Score -960991.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -961092.625000 Penalty: 4424.777832
	Iteration 8Q: 3 clusters Score -961092.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -961210.562500 Penalty: 4424.777832
	Iteration 9Q: 3 clusters Score -961210.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -961336.062500 Penalty: 4424.777832
	Iteration 10Q: 3 clusters Score -961336.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -961468.625000 Penalty: 4424.777832
	Iteration 11Q: 3 clusters Score -961468.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -961587.187500 Penalty: 4424.777832
	Iteration 12Q: 3 clusters Score -961587.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -961724.875000 Penalty: 4424.777832
	Iteration 13Q: 3 clusters Score -961724.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -961876.687500 Penalty: 4424.777832
	Iteration 14Q: 3 clusters Score -961876.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -962022.500000 Penalty: 4424.777832
	Iteration 15Q: 3 clusters Score -962022.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -962165.937500 Penalty: 4424.777832
	Iteration 16Q: 3 clusters Score -962165.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -962298.437500 Penalty: 4424.777832
	Iteration 17Q: 3 clusters Score -962298.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -962406.062500 Penalty: 4424.777832
	Iteration 18Q: 3 clusters Score -962406.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -962483.312500 Penalty: 4424.777832
	Iteration 19Q: 3 clusters Score -962483.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -962533.187500 Penalty: 4424.777832
	Iteration 20F: 3 clusters Score -962533.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -962576.125000 Penalty: 4424.777832
	Iteration 21Q: 3 clusters Score -962576.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -962614.875000 Penalty: 4424.777832
	Iteration 22Q: 3 clusters Score -962614.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -962647.500000 Penalty: 4424.777832
	Iteration 23Q: 3 clusters Score -962647.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -962682.750000 Penalty: 4424.777832
	Iteration 24Q: 3 clusters Score -962682.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -962706.062500 Penalty: 4424.777832
	Iteration 25Q: 3 clusters Score -962706.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -962736.875000 Penalty: 4424.777832
	Iteration 26Q: 3 clusters Score -962736.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -962760.312500 Penalty: 4424.777832
	Iteration 27Q: 3 clusters Score -962760.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -962775.500000 Penalty: 4424.777832
	Iteration 28Q: 3 clusters Score -962775.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -962792.125000 Penalty: 4424.777832
	Iteration 29Q: 3 clusters Score -962792.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -962807.437500 Penalty: 4424.777832
	Iteration 30Q: 3 clusters Score -962807.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -962825.375000 Penalty: 4424.777832
	Iteration 31Q: 3 clusters Score -962825.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -962829.187500 Penalty: 4424.777832
	Iteration 32Q: 3 clusters Score -962829.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -962832.687500 Penalty: 4424.777832
	Iteration 33Q: 3 clusters Score -962832.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -962835.687500 Penalty: 4424.777832
	Iteration 34Q: 3 clusters Score -962835.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -962837.625000 Penalty: 4424.777832
	Iteration 35Q: 3 clusters Score -962837.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -962837.750000 Penalty: 4424.777832
	Iteration 36Q: 3 clusters Score -962837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -962839.687500 Penalty: 4424.777832
	Iteration 37Q: 3 clusters Score -962839.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -962839.000000 Penalty: 4424.777832
	Iteration 38Q: 3 clusters Score -962839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -962839.000000 Penalty: 4424.777832
	Iteration 39F: 3 clusters Score -962839 nChanged 0
--- Evaluating fit on full set of 2290818 points ---
Entering Unmasked Estep 
Score: -301038592.000000 Penalty: 123481.750000
25->35 Clusters: Score -301038592.000000, best is -301848224.000000

Main iterations: 0 (time per=infms)
Total iterations: 47034 (time per=372.316644ms)
Iterations metric 2: 1937214406656.000000 (time per=9.039547ns)
Iterations metric 3: 58118415319040.000000 (time per=301.307958ps)

That took 17511.541016 seconds.
